Commit 0cd9baf2 authored by Perez Visaires, Jon's avatar Perez Visaires, Jon

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parent 8c447e09
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epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.025018271986416905,0.024769234,0.0019705282,0.027428932055046686,0.027159248,0.0021885654
1,0.02421684021698801,0.023974184,0.0018520986,0.027189136964710134,0.02699473,0.002028266
2,0.02367408544583279,0.023449523,0.0017721481,0.024706373118256266,0.024475798,0.0018184031
3,0.023356771072710468,0.02313253,0.0017146412,0.02632539424849184,0.026081039,0.0019740763
4,0.02294588333420586,0.02272025,0.0016538212,0.02621786719011633,0.026024243,0.0018886263
5,0.022654767447222047,0.022414742,0.0016043291,0.032054296857432316,0.03181412,0.0025249189
6,0.0223390871798783,0.022123799,0.0015580836,0.032449795671199495,0.032229815,0.0025904481
7,0.022090929919516136,0.021885332,0.0015279268,0.031267628570920546,0.030929664,0.0024602273
8,0.022037317135093507,0.021819932,0.001504232,0.0368669997579173,0.036653817,0.0032868632
9,0.021716509639781122,0.02149587,0.0014671667,0.031218627914002067,0.031010726,0.0024259547
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.02610689258610296,0.025858162,0.0020392404,0.036341291209584785,0.03603877,0.003260223
1,0.02491741241462398,0.024691729,0.0018517907,0.04197939557935062,0.041696213,0.004186431
2,0.024134860261054766,0.02390933,0.0017324676,0.0368917483985424,0.03662524,0.003409515
3,0.023571618347401506,0.023339441,0.0016509232,0.039815675487643795,0.039540175,0.0037792262
4,0.023326362055818936,0.02308892,0.001598629,0.03797175729902167,0.037671853,0.0034058108
5,0.022657381350011156,0.022441411,0.0015324393,0.030252947373609795,0.030008266,0.0023659002
6,0.022294942119229607,0.022083534,0.00148544,0.0346118421068317,0.034310084,0.0028854057
7,0.022198575916694618,0.0219715,0.0014548872,0.04046687552332878,0.04017849,0.003776752
8,0.021958099663606165,0.021738436,0.0014194666,0.03457567539811134,0.034278035,0.0028363792
9,0.021634204868859017,0.021416934,0.0013803737,0.03097609926760197,0.030701075,0.0024298574
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.17471027566326988,0.17386487,0.23358868,0.1689543877840042,0.1648195,0.11452687
1,0.17262825969854992,0.1720464,0.22718377,0.16936406815052032,0.1674926,0.17762554
2,0.1718566015296512,0.17124222,0.22122894,0.1675519287586212,0.1658673,0.17606685
3,0.17191525704330868,0.1713655,0.2148841,0.2091203899383545,0.20756868,1.886338
4,0.170133636408382,0.16964532,0.21016765,0.19247086131572724,0.19100074,1.1063284
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.042809104164441426,0.041108288,0.005050428,0.04978039023280144,0.047529846,0.0062876795
1,0.03969418957167201,0.03821206,0.004452027,0.04377850621938705,0.04241602,0.0053037917
2,0.03755452385875914,0.03619505,0.0040700166,0.04209160858392715,0.04100669,0.0049000117
3,0.03634139521585571,0.035020262,0.0038423317,0.04136802232265473,0.040229473,0.0048114513
4,0.03537083724472258,0.034171157,0.003680456,0.03999728551506996,0.038584836,0.0045080823
5,0.03426054566105207,0.03305339,0.0034977274,0.04162179338932037,0.040370163,0.004767863
6,0.033315779295232564,0.03218311,0.003354793,0.03794518607854843,0.037303228,0.004243204
7,0.03271489259600639,0.03164268,0.003251639,0.03884021180868149,0.0378997,0.0042844135
8,0.03218092337912983,0.031204237,0.0031751858,0.03843516331911087,0.037326366,0.004235112
9,0.031706896079911125,0.030712636,0.0030856698,0.03920338892936707,0.038146805,0.004294324
10,0.03108725572294659,0.030218903,0.003006902,0.03982242998480797,0.039295472,0.0045180027
11,0.03045080320702659,0.029798025,0.0029444017,0.03659184092283249,0.035868987,0.0039638886
12,0.030178974550631312,0.029417735,0.0028806608,0.03641514793038368,0.035800673,0.0039591165
13,0.029609859938422838,0.028875424,0.0028120982,0.03641689458489418,0.035788883,0.0038689997
14,0.0293593280977673,0.028611569,0.0027629952,0.03682426446676254,0.036173236,0.0039581372
15,0.02884638866285483,0.028124996,0.0027010173,0.036822961241006855,0.036077816,0.0038884198
16,0.02854689959353871,0.027923707,0.00266667,0.034887317597866056,0.034239717,0.0037014675
17,0.028524682846334245,0.027824923,0.0026418858,0.036273316234350206,0.035492495,0.0038178079
18,0.028141532005535232,0.027540501,0.0025992948,0.037121691316366195,0.036697373,0.0040174657
19,0.027865247153573566,0.027288416,0.0025650533,0.036169135451316836,0.035482876,0.0038683666
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.032966917129946344,0.032540895,0.0030778544,0.04454731079604891,0.044141084,0.0051011643
1,0.030754512861555006,0.03034177,0.0026596838,0.04303535509109497,0.042652894,0.004698987
2,0.029475593514648485,0.029082417,0.0024356903,0.0499757175842921,0.049432047,0.0056578037
3,0.028548906030662267,0.028157787,0.0022816889,0.04518367571963204,0.04477274,0.004832852
4,0.027954504281282426,0.027581435,0.0021841985,0.03850309094786644,0.03813119,0.004180515
5,0.027330339331501797,0.026986219,0.0020891395,0.04994625175661511,0.04948677,0.005763721
6,0.02666934930579162,0.026329825,0.0019974934,0.04347358982099427,0.04317767,0.00456253
7,0.026072091808105692,0.02574761,0.0019131055,0.046223554538355936,0.045923565,0.0050615766
8,0.025803924290302357,0.025479537,0.0018602561,0.04748812982771132,0.046943333,0.005433288
9,0.02544485916160507,0.025110306,0.0018060668,0.03638642150825924,0.035998676,0.0034139121
10,0.025017276720132358,0.024718132,0.0017512075,0.05010895486010446,0.0497028,0.005508073
11,0.024680108947334467,0.024365006,0.0017004508,0.044437725136677424,0.043790124,0.0045232903
12,0.024305336480707297,0.02399973,0.0016518894,0.03906325864460733,0.038814336,0.003902567
13,0.02395037427213457,0.023642838,0.0016061408,0.03709940267271466,0.036890626,0.003218985
14,0.023779013395125483,0.023487525,0.0015762374,0.036111927664942214,0.03571424,0.003116156
15,0.02351363841637417,0.023210237,0.0015407728,0.031197766535811956,0.03064819,0.0023731862
16,0.023257893710960577,0.022889253,0.001501654,0.034749266227086385,0.0343002,0.0028097092
17,0.02293664462533262,0.022640316,0.0014718937,0.035960465689500176,0.035766497,0.0030129035
18,0.02283581490078826,0.02252305,0.001450715,0.02640063016447756,0.026143335,0.0018316072
19,0.022548288076748083,0.022231707,0.001417031,0.02955033734275235,0.02908036,0.0022446003
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.02552874832333606,0.025220092,0.002053921,0.02968389286266433,0.029489677,0.0025081262
1,0.024495630772577392,0.02420173,0.0019143837,0.02954826057619519,0.029270789,0.002361136
2,0.02399605025222272,0.023693163,0.001829875,0.025782015654775833,0.025313322,0.0019512406
3,0.023625424391877505,0.023294708,0.0017634918,0.029599538723627725,0.029385038,0.002328405
4,0.02325133800469799,0.022951812,0.0017094263,0.03078830536372132,0.030437412,0.0025189717
5,0.02290682743489742,0.02259646,0.0016549596,0.027334412354562018,0.026935097,0.0020901447
6,0.02289030444180524,0.022584977,0.0016260301,0.031307960755295225,0.030974152,0.0025936738
7,0.02239615217844645,0.022102175,0.0015689093,0.03164089905553394,0.031331487,0.002521369
8,0.022334117833662917,0.021979759,0.0015430768,0.035826647751861146,0.035558246,0.0030844947
9,0.021998407758128495,0.0216681,0.0015064774,0.027899777670701346,0.027644424,0.0021587661
10,0.02169382374374955,0.021399401,0.0014730329,0.02895305933554967,0.02868339,0.0021422966
11,0.02161339446515949,0.021305133,0.0014553544,0.031207417759630415,0.030822083,0.002474203
12,0.021582390477443918,0.021294441,0.0014324953,0.03201260338226954,0.031816065,0.002671661
13,0.021394672607566105,0.02108999,0.0014161174,0.03691991217599975,0.03658197,0.0031765185
14,0.021022260789701968,0.020731643,0.0013833055,0.031548995557758544,0.031304937,0.0023674346
15,0.021148392403015383,0.020849802,0.0013745001,0.03233237470852004,0.0320366,0.0026008682
16,0.02081381849153542,0.020488784,0.0013421666,0.03167245061530007,0.031357992,0.002457163
17,0.020566002364327877,0.020307109,0.0013197733,0.02936844830380546,0.029074734,0.002255929
18,0.02043881940252987,0.0201146,0.0012995946,0.028847082300318613,0.028622864,0.0021498473
19,0.020371459742755067,0.020108994,0.0012890487,0.03356088265445497,0.033324163,0.002812897
20,0.020297054553473436,0.02000062,0.0012727751,0.02712324060499668,0.026946856,0.001926761
21,0.020027172148227693,0.019732052,0.0012480017,0.03095623916387558,0.03069421,0.0024641284
22,0.020007680325044526,0.019740183,0.0012377867,0.02710675094856156,0.026794981,0.0019978643
23,0.019874980342792874,0.019602556,0.001222342,0.03095768518745899,0.030652191,0.0023735203
24,0.01975583160953757,0.019458283,0.0012087731,0.02560624769495593,0.025452903,0.0017671352
25,0.019667188490798442,0.019388363,0.001195135,0.030586980198820432,0.030230768,0.0023401272
26,0.01969166735900037,0.019426575,0.0011931161,0.029845857206318112,0.029669426,0.0022653728
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35,0.01867813356993375,0.018436331,0.0010890804,0.02673546941578388,0.02642144,0.0018740296
36,0.018624678594462665,0.018363403,0.0010777286,0.02357248015039497,0.023191461,0.0015284716
37,0.018825946612306584,0.018550852,0.001087624,0.026958851590752602,0.026537882,0.0018536058
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91,0.016268876911313446,0.016005704,0.0008186265,0.01931239425473743,0.019030094,0.0010033452
92,0.016286930239862867,0.016064527,0.00081888714,0.01915639452636242,0.018943585,0.0010067482
93,0.01631356404059463,0.016064877,0.0008209047,0.019903142450584305,0.01966653,0.0010950264
94,0.016233381941730594,0.015990766,0.0008130144,0.01867476386990812,0.018425934,0.0009814906
95,0.01621420936304846,0.015961202,0.00081137446,0.020207554598649344,0.01992534,0.0010973312
96,0.016314873591985232,0.016050596,0.0008125389,0.020017260561386745,0.019765709,0.0011181593
97,0.016147421634307615,0.015916191,0.0008051144,0.02036102118757036,0.020148661,0.0011217794
98,0.0162403757509626,0.016016522,0.0008098785,0.018198269847366545,0.018016485,0.0009372815
99,0.016105486942662135,0.015885256,0.00079982774,0.019284702986478806,0.01890842,0.0010078124
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.03025063279307919,0.029977256,0.0024874397,0.047842232806815044,0.04754889,0.005135489
1,0.028351356231871946,0.028093943,0.0021781635,0.036978856911261876,0.03665642,0.0034736719
2,0.027147414988389722,0.026908165,0.0020079892,0.035310361335674924,0.03502679,0.003022143
3,0.026370749819609855,0.02612074,0.0018915773,0.04130046325259738,0.041035913,0.003992256
4,0.025787528717775402,0.025562642,0.0018105526,0.033986268430948256,0.033793785,0.002821817
5,0.025057152626139147,0.0248354,0.0017155835,0.03429396187265714,0.034123708,0.0030734208
6,0.02458115807911496,0.024364209,0.0016511204,0.03086998479730553,0.030615268,0.0023609255
7,0.024194177503203167,0.023983534,0.001598458,0.03226571303606034,0.031871945,0.00253163
8,0.02380197024566156,0.023577504,0.001551516,0.02498925063841873,0.024746174,0.0017277157
9,0.023470255008082332,0.023250476,0.0015123311,0.029887718659308223,0.029638624,0.0022218751
10,0.02314439899207633,0.022933576,0.0014738381,0.025226545971300866,0.02503805,0.0016705313
11,0.022849183770425524,0.022639608,0.0014413772,0.02564029714299573,0.025415782,0.001676229
12,0.022554068270288868,0.022344552,0.0014082937,0.023245251776443588,0.023060875,0.0014883515
13,0.022463605501585538,0.022252126,0.0013904029,0.02955957394010491,0.029382657,0.0021556946
14,0.022256986428006196,0.022044472,0.0013672283,0.02605365519391166,0.025788674,0.0017077775
15,0.02200639329298779,0.021796992,0.0013421825,0.028307529302106962,0.028130185,0.0019762437
16,0.0219256280404918,0.021707242,0.0013292847,0.020404863067799144,0.020244084,0.00120244
17,0.021694171216016935,0.021485092,0.0013073576,0.02105254078242514,0.020896833,0.001246464
18,0.02154852610550545,0.021335643,0.0012884582,0.021829371261927816,0.021658894,0.0013022838
19,0.021434877040577522,0.021227542,0.0012764506,0.02097335702346431,0.020782009,0.0012325204
20,0.021295352350782466,0.021087758,0.0012628373,0.02227264644867844,0.022021549,0.0013561001
21,0.02106705770853125,0.020864114,0.001241557,0.02422701781988144,0.023991425,0.0015002879
22,0.020964587155867506,0.020752884,0.001226936,0.019987962861855824,0.019791182,0.0011667251
23,0.02090309893109916,0.020695224,0.0012184888,0.021557013822926414,0.021259649,0.0012364376
24,0.020840354007335356,0.020626768,0.001211565,0.019583322707149717,0.019393805,0.0010879069
25,0.02068015628869151,0.020479418,0.0011976983,0.018970745109849505,0.018773315,0.0010396029
26,0.020610129704997864,0.020397237,0.0011908222,0.019793145466181966,0.01962373,0.0010824758
27,0.020462831977156946,0.020252343,0.001176836,0.020376106444332336,0.020197935,0.0011426294
28,0.020389545504877597,0.020179594,0.001165791,0.018948886598149934,0.018626973,0.0009959873
29,0.020341417186238147,0.020132476,0.0011600399,0.018408771394027603,0.018256553,0.0009893642
30,0.02018124252612944,0.019987764,0.0011493149,0.022848776148425207,0.022657303,0.0013625235
31,0.0201958428669123,0.019988766,0.0011445174,0.018449249416589736,0.018315984,0.0010345753
32,0.020005969198213683,0.019810699,0.0011310385,0.020152002977000344,0.01996966,0.0011209738
33,0.01991056461521873,0.01971064,0.0011204884,0.019763934504654673,0.019512385,0.0010779658
34,0.01994171145392789,0.019735586,0.0011215911,0.01878930020166768,0.018528204,0.0010145752
35,0.019879454450842774,0.019669684,0.0011136674,0.01807949328256978,0.017877026,0.00095882086
36,0.019801221227572288,0.019602438,0.0011058328,0.019716271415352822,0.019463241,0.0010128835
37,0.019690557293869832,0.01948665,0.0010978308,0.022012044481105275,0.021709537,0.001227188
38,0.019623214751298045,0.019432282,0.0010907197,0.019870183078779115,0.019659638,0.0010660059
39,0.019657741058019946,0.019448133,0.0010889205,0.018390946623351837,0.018165072,0.0009817834
40,0.01941196165022291,0.0192208,0.0010725968,0.01880943565070629,0.01861777,0.00097281253
41,0.0195038716075597,0.019299911,0.0010758974,0.017290405091312196,0.01714171,0.0009099745
42,0.019290584204741466,0.019101607,0.0010627417,0.018380271179808512,0.018220276,0.00094701955
43,0.019334789061619912,0.019144582,0.0010623757,0.018874204837613637,0.018626004,0.0010101188
44,0.01929810366328852,0.019105854,0.0010585304,0.018131574554575813,0.01790899,0.00094980747
45,0.019274320253803406,0.01907922,0.0010556094,0.018405156421992513,0.018206384,0.0009744321
46,0.019140636591447723,0.018946107,0.0010448317,0.017697568595409392,0.01748475,0.0009218024
47,0.019153235639502973,0.018959915,0.001043851,0.017806253443161647,0.017629005,0.00093083276
48,0.01911341420110361,0.018917182,0.0010388772,0.01892804520494408,0.018770648,0.0009755636
49,0.01899485881405848,0.018798951,0.0010300163,0.017162511891788905,0.01696105,0.0008811686
50,0.018897222127443478,0.018712062,0.001023353,0.01760259810090065,0.017419636,0.00090098486
51,0.018894468867116505,0.018704055,0.0010221967,0.017179444003436302,0.016993651,0.00089698826
52,0.01894272761065283,0.018751662,0.0010237495,0.01904245036509302,0.01880247,0.00094766903
53,0.018912230371877,0.018713007,0.0010185225,0.01823728427456485,0.018086491,0.00093589677
54,0.0187926972127623,0.018609041,0.0010108348,0.016944849087132348,0.016793642,0.00088583236
55,0.018764835447992807,0.018579148,0.0010074611,0.018330867275595665,0.018165514,0.0009577805
56,0.018673682263603917,0.018483518,0.0010027019,0.018264135054416125,0.01808513,0.0009283958
57,0.018628078009611294,0.018448457,0.0009993552,0.01902638337512811,0.018843465,0.0010039521
58,0.018547441004786964,0.018367575,0.0009917049,0.017815503425068324,0.017669631,0.00090475625
59,0.018601755183420065,0.018413307,0.000992715,0.01703637074265215,0.016819514,0.0008708075
60,0.018572184655585407,0.01838395,0.0009890987,0.017434096064832476,0.017212346,0.0008689231
61,0.018530251365017007,0.01834885,0.0009865589,0.01774454508225123,0.017563341,0.0008804901
62,0.018502116341833717,0.018321764,0.0009839348,0.017731153163645003,0.017606582,0.000903057
63,0.018408949994194655,0.018225826,0.0009759207,0.017287710934877396,0.01711402,0.0008751534
64,0.018425575755444575,0.018240273,0.000976037,0.017570344333847365,0.01741353,0.00089272246
65,0.018324170932909587,0.01815239,0.0009705916,0.017034077104594973,0.016869402,0.0008861724
66,0.018350981002052624,0.018171238,0.00096977566,0.01715695820417669,0.016948145,0.00086623005
67,0.0183189205089469,0.018145325,0.00096702244,0.01718206394877699,0.01704369,0.00086647307
68,0.01827149958356663,0.018097749,0.00096493424,0.019520888259013495,0.01931569,0.0009833932
69,0.018286522595418825,0.018102255,0.00096294197,0.016015945144825513,0.01584395,0.00080798386
70,0.018215458722946085,0.018037789,0.00095726416,0.016263430633478695,0.01611218,0.0008204314
71,0.018223493379207305,0.018040836,0.00095684757,0.016246523062388104,0.016107623,0.00081029854
72,0.0180985470953179,0.017926842,0.000949041,0.016786664995882248,0.01666258,0.0008413443
73,0.01813255139283928,0.017959636,0.00095186493,0.016088719435864023,0.015904883,0.00079838926
74,0.01810478992373855,0.017925216,0.00094730884,0.016330719153086343,0.016193138,0.0007998239
75,0.018078936669009702,0.017901417,0.00094556145,0.01626054498884413,0.016162077,0.0008220635
76,0.018046310266778793,0.0178762,0.0009423268,0.016461719481481445,0.016307916,0.0008242361
77,0.01797023983851627,0.017799318,0.0009380439,0.017533710027734437,0.017349858,0.0008429798
78,0.01802888155296261,0.017860789,0.0009394105,0.016276582111914954,0.016139241,0.00082164875
79,0.017900664484979192,0.017730294,0.00093110657,0.017343157592746947,0.017181516,0.0008728745
80,0.018065863646474885,0.017895086,0.0009417599,0.01632408872577879,0.016093045,0.0008089666
81,0.017890320107892706,0.017715923,0.0009282387,0.016811591545740762,0.016694438,0.00081560557
82,0.017856228296403532,0.017679814,0.000925067,0.016936173528432845,0.016743833,0.00082351203
83,0.01783956783733986,0.017667135,0.0009247959,0.017284279813369115,0.017173063,0.000846494
84,0.017790868050154344,0.017626373,0.0009205255,0.015665162669287788,0.015534755,0.0007780945
85,0.017770757773408183,0.017606737,0.0009193047,0.016098317879769536,0.015968034,0.00078550365
86,0.017732545565675807,0.017567066,0.0009161292,0.016524999231100082,0.016411748,0.0007973667
87,0.017730552183809103,0.017562354,0.0009157154,0.0162085283531083,0.01607107,0.00080698193
88,0.01776608184568676,0.017602539,0.00091676414,0.015655566015177303,0.01552092,0.0007819621
89,0.017762774698344277,0.017594835,0.000915877,0.016519151285290717,0.016356276,0.0007979771
90,0.01760833036954756,0.017448448,0.0009046284,0.01654584570063485,0.016371999,0.00079787866
91,0.01757562557488312,0.017414922,0.00090311875,0.017204057607385848,0.017047089,0.0008666399
92,0.017629375494004767,0.017466692,0.0009072326,0.01619794600043032,0.016059231,0.00080642913
93,0.017629704045844668,0.01747181,0.00090535206,0.016754331696364616,0.016592318,0.00082675397
94,0.017543057887090575,0.017378187,0.00089992967,0.018242889444033305,0.018137211,0.00086126855
95,0.017595070259990516,0.017428769,0.0009015946,0.016452738748656378,0.016317407,0.000815977
96,0.017518653360229952,0.017361628,0.0008984957,0.01659950638976362,0.016397903,0.00080032955
97,0.017416063986994603,0.017265627,0.0008902063,0.01708200502064493,0.016917964,0.0008821296
98,0.017451061656813562,0.017293502,0.0008926699,0.016212012769447434,0.016029496,0.00078274217
99,0.017509552256376654,0.01734386,0.0008947309,0.01567249320447445,0.015536955,0.00076609437
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.04493291111934332,0.044512678,0.005075578,0.03648765116598871,0.03609291,0.0033700583
1,0.03881584057947736,0.038401954,0.0038297847,0.034365814828210405,0.034090057,0.0029873655
2,0.03618041732502572,0.03579333,0.0033571867,0.031004774671461847,0.030679949,0.0022634498
3,0.03465747656921546,0.034278084,0.003097655,0.02727135995692677,0.026761549,0.0020329047
4,0.033597024672377254,0.033236958,0.0029268777,0.027760027994712194,0.027268447,0.0020612103
5,0.03275856102414337,0.03239908,0.0027908774,0.02772993762128883,0.027453959,0.0020763695
6,0.03202422266297134,0.031684954,0.002684776,0.026066046103835106,0.025777835,0.0018786528
7,0.031454046755845164,0.031122766,0.0026016862,0.026507287657923168,0.026312912,0.0018664536
8,0.030976999656469734,0.030656641,0.0025313206,0.025514576049314605,0.025169753,0.0017634305
9,0.03063941508292416,0.03031694,0.0024790356,0.025554033436708982,0.025370881,0.0018036105
10,0.03017068889424389,0.029865203,0.0024197462,0.02424140526354313,0.024068788,0.0016483582
11,0.029828911895001375,0.029539654,0.0023709484,0.023643767070439126,0.02349065,0.0015693223
12,0.02954112631689619,0.029253382,0.0023300708,0.026720843176047008,0.026532494,0.0019353172
13,0.029192667636422462,0.02891762,0.00228785,0.024191230167945225,0.023599051,0.0016181039
14,0.028995951212482687,0.028724305,0.0022602768,0.022821213159296246,0.022617387,0.0014543174
15,0.02883662538524763,0.028571246,0.0022384545,0.023222959786653518,0.023023065,0.0015086436
16,0.028560140296080967,0.028294865,0.0021998526,0.02197882102926572,0.021835336,0.0014239547
17,0.028354838457372453,0.028105587,0.002177504,0.02510161147514979,0.024905322,0.0016568417
18,0.02820774891567819,0.027961344,0.0021588411,0.022817632749676704,0.022601862,0.0015186997
19,0.028005766682418776,0.027763512,0.0021348111,0.0232593071659406,0.023070188,0.0015465937
20,0.0278917466637529,0.027646143,0.0021180634,0.024807324540283945,0.024603674,0.001642835
21,0.02774073379256843,0.027502751,0.0020989454,0.022463336555494203,0.022279078,0.0014451914
22,0.027646404933414342,0.027410023,0.0020884562,0.02493655508591069,0.024634082,0.0016401951
23,0.02748186754849222,0.02725321,0.002068142,0.026189817431900235,0.026029956,0.0016837387
24,0.027302789694917055,0.027077936,0.0020456663,0.021585430843962562,0.02132639,0.0013842904
25,0.02721068292653855,0.02699308,0.0020339543,0.02185998146401511,0.021630783,0.0013764782
26,0.027055650667459876,0.026835106,0.0020147369,0.021190010832415687,0.02102842,0.0013521556
27,0.02700145418739613,0.02678772,0.0020086172,0.023189862585730022,0.023068462,0.0015170058
28,0.026950210295341632,0.026736971,0.0020010988,0.021084683290786214,0.020900792,0.0013082016
29,0.026794890231924294,0.026583703,0.001983037,0.02096650538345178,0.020850068,0.0013204184
30,0.026752214214132156,0.026544247,0.0019795373,0.02237286584244834,0.022249704,0.001442114
31,0.026686832993302816,0.026481198,0.0019715354,0.02124119956460264,0.02102238,0.0013488481
32,0.026514900435820037,0.026315708,0.0019510653,0.024269099003738828,0.024116129,0.0015413526
33,0.026521023658874595,0.026323901,0.0019494983,0.022772047178612816,0.022608357,0.0014354994
34,0.026438833366021697,0.026238332,0.0019419927,0.021423503450221485,0.021258492,0.001337617
35,0.026289582681324745,0.026093647,0.0019242594,0.021510920271277427,0.021343367,0.0013533123
36,0.026243445380234424,0.026052708,0.0019180693,0.02212834014164077,0.021984601,0.0013818822
37,0.026221068611483517,0.026031367,0.0019147593,0.020972025657693544,0.02078349,0.001275777
38,0.026068450161152414,0.025880799,0.0018971603,0.02300920593407419,0.022870079,0.001531704
39,0.026021579974227483,0.025839608,0.0018933722,0.020301985775431,0.020186584,0.0012568602
40,0.026011998977926044,0.02583085,0.0018923169,0.021081715317236054,0.0209581,0.0012959784
41,0.02594747813358719,0.025768612,0.0018841218,0.020216290048427052,0.020086119,0.0012046145
42,0.025900042232355952,0.025720583,0.0018791349,0.0217727376272281,0.021618985,0.0013556604
43,0.02583232758589733,0.025652956,0.0018728459,0.02028879452082846,0.020153148,0.0012408085
44,0.02576632872371026,0.025591016,0.0018644838,0.02109014911452929,0.020941224,0.0013112637
45,0.02577550501992673,0.025602965,0.0018674107,0.022097568795084954,0.02192514,0.0013982706
46,0.025673247083285708,0.025499998,0.0018552252,0.021678366985585954,0.02155037,0.0013735221
47,0.02557637164493402,0.025407612,0.0018430013,0.020545172716180483,0.020440154,0.0012703842
48,0.02557756941443608,0.025411054,0.0018441584,0.020756205278966162,0.020616623,0.0012931305
49,0.025571854422857733,0.025403429,0.0018428211,0.020466787253816923,0.020299684,0.0012240919
50,0.025481791568023188,0.02531742,0.0018321645,0.02156876233716806,0.021425571,0.0013823041
51,0.02548626104346764,0.02532,0.0018335967,0.019236741287840736,0.019096313,0.001159851
52,0.02543177337999697,0.02527051,0.0018279963,0.021381502590245672,0.021210331,0.0013150136
53,0.025378953996631835,0.025221083,0.0018237602,0.020498674397667248,0.020409133,0.0012742092
54,0.02537404938078957,0.025214158,0.0018211459,0.020259732933508027,0.020148577,0.0012456244
55,0.025286283851221756,0.025127774,0.0018119154,0.02037568079100715,0.02026357,0.0012490015
56,0.02527067968138942,0.02511145,0.0018103939,0.02147551408906778,0.021327313,0.0014132058
57,0.025182392670416536,0.025028884,0.0018010772,0.021822629996471936,0.021665448,0.0013920169
58,0.025200333029951578,0.025045754,0.0018023583,0.02052530180911223,0.020365197,0.0012680643
59,0.025203116953740886,0.025049785,0.0018043942,0.02048787388867802,0.020353168,0.0012409649
60,0.02509500661381969,0.024941199,0.0017905432,0.020868741595082813,0.020734673,0.0012816356
61,0.025098416095898475,0.024948828,0.0017939721,0.02008853821953138,0.019931167,0.0012211428
62,0.025009317202884473,0.02486028,0.0017818668,0.01988574410147137,0.019727716,0.0011808072
63,0.025056325250201756,0.024907636,0.0017881562,0.02023868630660905,0.020095704,0.0011682799
64,0.02503390261383704,0.024886006,0.0017864958,0.02127530915869607,0.021094792,0.0012416813
65,0.02490238897005717,0.024755025,0.0017711315,0.020281243183546595,0.020156967,0.0012445034
66,0.024934790702881637,0.024788564,0.0017742825,0.019843525749113824,0.019733278,0.0012032875
67,0.024929998924702775,0.024782171,0.0017735959,0.020273316206203568,0.020128623,0.0012177592
68,0.024871514063006566,0.02472674,0.0017680443,0.020632937625050543,0.020504259,0.0012593102
69,0.024801270000176664,0.024657791,0.0017609799,0.020312725502583714,0.0202414,0.0012363585
70,0.024863700402187713,0.024719123,0.0017671617,0.019879876752694446,0.01975682,0.0012084725
71,0.024808261157369907,0.024667123,0.0017607814,0.019737270656559204,0.019620458,0.0011773424
72,0.024792240059486142,0.024652848,0.0017606044,0.021426997502644856,0.0213102,0.0013653142
73,0.0248111662298073,0.024668524,0.0017616149,0.02096185338497162,0.020808835,0.0013072374
74,0.024716184220196287,0.024575623,0.0017508821,0.02035202101369699,0.020259615,0.0012165217
75,0.024691037759368803,0.024552584,0.0017492602,0.020684350088238716,0.02060217,0.0012954395
76,0.024666205740085354,0.024527986,0.0017459786,0.019479736271831725,0.019311463,0.0011704444
77,0.024647641252956272,0.02450999,0.0017462604,0.020448498537143072,0.020353101,0.0012343342
78,0.02462652932273017,0.024487484,0.0017430277,0.020052730484141242,0.01990205,0.0011926235
79,0.02467217338839431,0.024534196,0.001747393,0.020781962644722728,0.02067375,0.0012966791
80,0.02462389697741579,0.02448684,0.0017436827,0.020887457648913067,0.020804068,0.0012915011
81,0.024581859734139323,0.02444495,0.0017381788,0.01997793153590626,0.019865125,0.001191712
82,0.024553961008787154,0.02441873,0.0017339247,0.02057207990851667,0.020472024,0.0012770969
83,0.02449048590089804,0.02435863,0.001726909,0.018779900307456653,0.018675001,0.001113402
84,0.02451301813603919,0.024379278,0.0017301578,0.02031732936534617,0.02022889,0.001248378
85,0.024473810145516455,0.024341792,0.0017255987,0.01987560447388225,0.019783823,0.0011787615
86,0.024462798017778516,0.024332182,0.0017255943,0.021134068419535953,0.021009054,0.0013228591
87,0.024524886537113308,0.024392335,0.0017346026,0.01974596638149685,0.019590318,0.0011896263
88,0.024400681607149265,0.02426921,0.0017188926,0.021289821298585997,0.02121407,0.001270722
89,0.024449418765527232,0.024319047,0.0017248081,0.018646604594257144,0.018500242,0.0010761572
90,0.02442576846940282,0.024295012,0.0017219409,0.020149961002998883,0.02002787,0.0012425509
91,0.0244113150573807,0.02428117,0.0017210211,0.01923128316137526,0.019114604,0.001123731
92,0.02439843587246206,0.024267707,0.0017181709,0.020034200398458376,0.019915236,0.001218837
93,0.0243393309995716,0.024211057,0.0017132817,0.019487651008698675,0.019379018,0.0011684264
94,0.0243265299703236,0.024198012,0.0017113987,0.020563798682557213,0.02046031,0.001279511
95,0.024293941223327023,0.024167094,0.0017085677,0.01965015487704012,0.019551622,0.0011643728
96,0.024276341922857145,0.024149125,0.0017066044,0.02025962446630001,0.02018541,0.0012066988
97,0.024260085319111377,0.024136038,0.0017037825,0.01941703433295091,0.01927185,0.0011596385
98,0.024288609041108026,0.02416377,0.0017076185,0.020257298060589367,0.020157928,0.0012309233
99,0.024222361109506936,0.02409791,0.0016997542,0.021095624352494874,0.020989804,0.0013097667
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.027801382359347225,0.027530162,0.0022207238,0.050357174780633715,0.04989036,0.0058643674
1,0.026563589009237876,0.026295444,0.0020132193,0.044373329603009756,0.044009063,0.004586764
2,0.025790101530007374,0.025512936,0.0018848651,0.04601532566878531,0.045684267,0.0050920155
3,0.02507372963796427,0.024808692,0.0017916998,0.03955917022294468,0.03928241,0.0036325492
4,0.024539376934001475,0.02426449,0.001712377,0.04125539660453796,0.041013557,0.0041849194
5,0.02423977616098192,0.02398281,0.0016657334,0.03622470624910461,0.035948932,0.0031979622
6,0.0237730250954628,0.023512991,0.001607745,0.028444648053910997,0.028207013,0.0022010854
7,0.02349711193420269,0.023242418,0.0015656885,0.04143681357635392,0.041213084,0.0038819148
8,0.0229881367072647,0.02273195,0.0015067487,0.031863021426730684,0.031619895,0.0025682235
9,0.022756102409075808,0.022518538,0.0014745509,0.03872092008590698,0.038388614,0.0035625615
10,0.02261729763319463,0.022342188,0.0014465236,0.031214359210597144,0.031019403,0.0023363458
11,0.02218485579851233,0.021942493,0.0014020895,0.02791666825943523,0.027725171,0.001976703
12,0.021969239856173963,0.021724276,0.0013746064,0.030605979119737944,0.030318325,0.0022987523
13,0.021871365324582583,0.021618946,0.0013571612,0.02737877478864458,0.02713451,0.0019295895
14,0.021556647439245825,0.021319894,0.0013229316,0.03145138176282247,0.03126585,0.002308457
15,0.0213202940641362,0.02107985,0.0012972966,0.03236554519997703,0.032146785,0.0023891525
16,0.021052758563999775,0.02082393,0.0012694712,0.022377525428930917,0.022175884,0.0014295885
17,0.020879240835706393,0.020644987,0.0012465067,0.02593656950030062,0.025719725,0.0017045338
18,0.020850920213409414,0.020603916,0.0012383496,0.029390188814865218,0.029127194,0.002049502
19,0.020814949748876654,0.020582324,0.0012316841,0.02580932228267193,0.025630508,0.0017332449
20,0.020751902866510696,0.020481475,0.0012159795,0.024541795558399623,0.024335338,0.0016043279
21,0.0204897986429709,0.020247795,0.0011975855,0.02357867983314726,0.02330985,0.0014648
22,0.020321929961075017,0.020092238,0.0011818366,0.021587487945954005,0.021412008,0.0013340501
23,0.02033443793028961,0.020105546,0.0011765681,0.0228446367730697,0.02262488,0.0013813663
24,0.02015882564142898,0.019914716,0.0011592387,0.025293790034121938,0.025070341,0.0015900816
25,0.020013586714863776,0.019771717,0.0011447446,0.022367633619242246,0.022100102,0.001303286
26,0.01999844093841535,0.019747201,0.0011376337,0.02506952655646536,0.02484604,0.0015752638
27,0.019768697122916762,0.019547055,0.0011226541,0.025813171342015266,0.02559597,0.0015273875
28,0.01975305024838006,0.019518498,0.001114733,0.024969599690702227,0.024748774,0.0015816021
29,0.01965657223540324,0.019426592,0.0011054347,0.02639096672832966,0.026145061,0.001599456
30,0.019584342191248764,0.01935001,0.0010979957,0.02299242076774438,0.022815628,0.0014102157
31,0.019449545386764737,0.019221248,0.0010860614,0.024095997250742383,0.023952184,0.0015116191
32,0.019387749005614976,0.019162241,0.001080213,0.02057414307528072,0.020382404,0.0011912481
33,0.019277534116013552,0.019060789,0.0010728523,0.022267512932419777,0.022011533,0.0013085352
34,0.01928356871229631,0.01906034,0.0010684743,0.022539013399018183,0.022355348,0.001293624
35,0.019324747870549743,0.019085959,0.0010645731,0.0192127745234304,0.019043403,0.0010847233
36,0.019163195602871753,0.018937243,0.0010558466,0.024082336520155272,0.023858983,0.0013716228
37,0.019089773523034873,0.01885835,0.0010446261,0.018946853129400146,0.018769868,0.0010264628
38,0.01898865173628301,0.018767959,0.0010407008,0.019408469178610378,0.019218324,0.0010608122
39,0.01890108575883471,0.018682946,0.0010288125,0.020813282953368293,0.02063876,0.0011296812
40,0.01891676241269818,0.018686913,0.0010288124,0.020689753042327032,0.020454384,0.0011833995
41,0.01879513987659672,0.018588398,0.0010203545,0.020061541068885063,0.019919543,0.0010856681
42,0.0187964850174792,0.018574126,0.0010173626,0.020009644243452283,0.019826785,0.001017394
43,0.01868817431948803,0.018468637,0.0010086022,0.017847826222578685,0.01763917,0.00094571814
44,0.018703516468589688,0.01847507,0.0010091927,0.019808882297741044,0.019586869,0.0010984818
45,0.018611476624453508,0.018402841,0.0010003505,0.018828648891713883,0.018614085,0.0010254756
46,0.018648013187227426,0.018415028,0.0010013796,0.018553303195370567,0.018354822,0.0009962268
47,0.01856590728185795,0.018351603,0.0009937686,0.018500298160645696,0.018249754,0.0009844472
48,0.018523792008742875,0.018293362,0.0009883752,0.02276539451215002,0.022499457,0.0012304928
49,0.01846390555780611,0.018236652,0.0009821733,0.01814374598695172,0.01800118,0.0009525371
50,0.01839920325981982,0.018192206,0.0009781559,0.017951006122761303,0.017743066,0.0009304778
51,0.01843267104783912,0.018209266,0.0009794595,0.02101583596236176,0.020756522,0.0011163775
52,0.01833079408918634,0.018121691,0.0009720806,0.01941253077156014,0.019236697,0.0009848333
53,0.01840235825103742,0.018166764,0.00097269047,0.019209578533967337,0.019022372,0.0009618074
54,0.018231436989557596,0.018018143,0.0009630303,0.01756455639335844,0.01744547,0.0009316437
55,0.018304223926530944,0.018085413,0.0009621453,0.0210708645698097,0.020749582,0.0011218782
56,0.018139697308709592,0.017932486,0.00095459336,0.01738154791792234,0.01721972,0.0008976558
57,0.01806968918405933,0.017854776,0.0009485115,0.018996310325132475,0.018755333,0.0009950701
58,0.01810666705060888,0.017897945,0.0009497674,0.01969630695713891,0.019508641,0.0010463076
59,0.018190108430790313,0.01797207,0.00095310947,0.01788395202656587,0.017679185,0.00092369237
60,0.01817811826920068,0.017955111,0.0009512917,0.018651761427521705,0.018437702,0.001008304
61,0.017985374904709098,0.017776936,0.00094021985,0.01854112137357394,0.018361665,0.00096824975
62,0.018052731449405352,0.017832672,0.00093953114,0.019568014464444585,0.019347746,0.0010341853
63,0.01801215363652618,0.017804667,0.00093535014,0.018419698036379283,0.018277433,0.00092970964
64,0.017888639720869653,0.01768658,0.00092897436,0.01803558364841673,0.017929368,0.0009579759
65,0.017814074501395227,0.01759716,0.0009231851,0.017689564050899612,0.017432105,0.00091239304
66,0.017884727934260426,0.01767363,0.00092684844,0.017250931961668863,0.017083725,0.0008787401
67,0.01780922044813633,0.017598463,0.00092253915,0.016738794775472746,0.016571537,0.000849671
68,0.017726695252605427,0.017515594,0.0009149998,0.017097411087817618,0.016908959,0.0008727755
69,0.017709605626118036,0.017500727,0.00091253436,0.018853687011533313,0.01868094,0.0009943073
70,0.01780667242628557,0.017598012,0.0009168665,0.017731555915541118,0.017556883,0.0008883267
71,0.01778286786119879,0.017560123,0.00091410865,0.018607908939321835,0.018437736,0.00095281296
72,0.017680393967915466,0.017485294,0.00090809586,0.018457952885164153,0.018232016,0.0009298796
73,0.01768518679947765,0.017461007,0.00090604334,0.017577960511048634,0.01740921,0.00086101337
74,0.017594226014099004,0.01738788,0.00090265606,0.017937519941065048,0.017773496,0.0008843032
75,0.017557110304265846,0.017358154,0.0008994974,0.019044950102766356,0.01888455,0.000982839
76,0.017552909498965298,0.017365277,0.0008980501,0.017965621824065844,0.017678969,0.0009184687
77,0.017446973181433147,0.017242312,0.00089056516,0.016393867259224256,0.0161298,0.0008074085
78,0.017496694228715366,0.0172972,0.0008921222,0.01774226671622859,0.017585298,0.0008804083
79,0.017456101771122143,0.017247764,0.0008879709,0.01674801136387719,0.016588809,0.0008311687
80,0.01749539218309485,0.017288135,0.00088808354,0.01831057610611121,0.01807444,0.0008868271
81,0.0173925721667431,0.017190535,0.0008806162,0.0202963907983568,0.020121116,0.0009861746
82,0.017276523388646266,0.017087562,0.0008775143,0.01791971947915024,0.017776698,0.0008721784
83,0.017343020642061294,0.017142462,0.0008758297,0.01927087807158629,0.019047284,0.0009757165
84,0.017316887494958477,0.017113214,0.0008773962,0.017129561407698526,0.016950399,0.00083681074
85,0.0173880698863003,0.017192846,0.0008779688,0.016933815153108704,0.016760504,0.0008412902
86,0.01749379578600695,0.017281022,0.0008796182,0.01587500516904725,0.015643645,0.00077003246
87,0.0172964466140594,0.017086698,0.00087220746,0.016762178752157422,0.016546015,0.0008301226
88,0.017278033565959812,0.01706172,0.0008685266,0.017640255318747626,0.017481878,0.00084182917
89,0.017221532900944168,0.017032089,0.0008684746,0.0180398967994584,0.017790813,0.0008667638
90,0.01725262149469352,0.017050458,0.00086492073,0.016770070193542375,0.016597692,0.0008004303
91,0.01728485589115708,0.017062822,0.00086637324,0.018415878299209806,0.018185472,0.0009177509
92,0.017290145835942693,0.01708379,0.0008668956,0.017872015588813357,0.017609615,0.0008955659
93,0.017160037514788132,0.016966308,0.000860842,0.015792270071804525,0.01563737,0.0007758108
94,0.01715044530876625,0.016952042,0.0008570265,0.01602243643336826,0.01580928,0.0007928538
95,0.017035809033998737,0.01684086,0.0008512272,0.01670901269217332,0.016447935,0.000802883
96,0.017248941529864146,0.017042646,0.0008584622,0.01665171650548776,0.016535087,0.00081503385
97,0.01707462189613301,0.01686747,0.0008513074,0.01626527716881699,0.016108487,0.0007854249
98,0.016979910007229558,0.016782975,0.0008472521,0.01625256670680311,0.016101068,0.00078867085
99,0.017097467047932708,0.016902782,0.00084942015,0.01623096156451437,0.016086038,0.00079278095
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.039207405661359246,0.03879898,0.0038790563,0.03823920662204425,0.037948232,0.0036720806
1,0.03475823129400795,0.034388945,0.003093937,0.03136280040608512,0.03072741,0.0023730833
2,0.032665043355138215,0.03229561,0.0027473646,0.030446732247869174,0.030208696,0.0021310141
3,0.031199283557173645,0.03086019,0.002526746,0.030202500633067553,0.02979779,0.002355768
4,0.03029310694226512,0.029954111,0.0023884384,0.030803975992732577,0.030491794,0.002285665
5,0.029458084571876642,0.0291418,0.0022693165,0.038496251109573575,0.038142536,0.0032126177
6,0.02881853226084768,0.028516246,0.0021778068,0.027582588387860194,0.02730452,0.001918933
7,0.02830311431137868,0.028007872,0.0021056011,0.02460176717572742,0.024320148,0.0016551869
8,0.027909847196053574,0.027616234,0.0020482645,0.02955879025326835,0.02927993,0.0020060346
9,0.02745248638737349,0.027164849,0.0019894447,0.022416825882262653,0.02214034,0.0014473664
10,0.02707229444016645,0.026802264,0.0019415602,0.02358192331923379,0.02333715,0.0015192823
11,0.02678423411647479,0.026520487,0.0019054115,0.02367090932197041,0.023523109,0.001540488
12,0.02651026237047749,0.026247341,0.0018697489,0.023820474177598954,0.02361466,0.0015444934
13,0.026256140580699767,0.025990922,0.0018349827,0.025209992337558003,0.024921773,0.0015276843
14,0.025974765750729007,0.025726011,0.001804069,0.022053721447785696,0.021910582,0.0014040981
15,0.025789689914495855,0.025542082,0.0017804333,0.025915012636118465,0.025678754,0.0015705747
16,0.025596684502046784,0.025346149,0.0017548068,0.02174872306651539,0.021467842,0.0012738346
17,0.02534874738127361,0.025105821,0.0017278607,0.021350355514221722,0.021125449,0.0012904453
18,0.025156338695390724,0.024925875,0.0017055182,0.021947044231825405,0.021738764,0.0013123262
19,0.02500535977990539,0.024775935,0.0016910881,0.026588239514165453,0.026321609,0.0015180729
20,0.024877091623014873,0.024647836,0.001669729,0.021379991834362348,0.02114148,0.0012162302
21,0.02470849812104378,0.024488896,0.0016538203,0.022564278417163425,0.022314252,0.001306618
22,0.0245966192016631,0.024374489,0.0016403351,0.021035625800490378,0.020849489,0.0012636193
23,0.024390049613368363,0.024177875,0.0016190468,0.02317192626165019,0.023015471,0.0014616858
24,0.02438345006108284,0.024168823,0.0016142821,0.021269179945190748,0.021013537,0.0012831276
25,0.024195210191938613,0.023983922,0.0015949098,0.021470186036494043,0.021216555,0.001233635
26,0.02406219048301379,0.023853127,0.0015814962,0.019598245359129376,0.019388419,0.0011354419
27,0.02393338661521305,0.023733627,0.0015679582,0.019574425516857043,0.019468581,0.0011432862
28,0.023878012462530608,0.023676971,0.0015591542,0.01942212466398875,0.01931029,0.001139066
29,0.02378004503728431,0.023578718,0.0015507248,0.020412610130177603,0.02018358,0.0012018273
30,0.023642628910916823,0.023447225,0.0015353345,0.02101613937649462,0.020892084,0.0012248994
31,0.02358711204705415,0.023389162,0.0015287771,0.019731535582078828,0.019624924,0.0011615021
32,0.023517775852003216,0.023324993,0.0015202056,0.02099047830204169,0.0208883,0.0012037465
33,0.02348811102060624,0.02329427,0.0015174466,0.02228266557554404,0.022167379,0.0012965742
34,0.023329697615386526,0.023139326,0.0015014928,0.021422371443774964,0.021281889,0.0013078362
35,0.023212033877770107,0.02302487,0.0014902704,0.019734496764010852,0.01949298,0.0011117904
36,0.023204875141566182,0.023020675,0.0014891276,0.021668324993716345,0.02128226,0.0012482245
37,0.023120406741897265,0.02293625,0.0014800819,0.0198518578691615,0.019756397,0.0011454517
38,0.023074749921575006,0.02289482,0.0014750387,0.01969055354926321,0.01955412,0.0011538
39,0.022988292504607894,0.022807263,0.001465727,0.021047895075546372,0.020818058,0.0012049265
40,0.022967472088373738,0.022789588,0.0014623132,0.019234863652123346,0.019019159,0.0010654395
41,0.02288421811218615,0.022707826,0.0014551748,0.019608045705490643,0.019448128,0.0011160478
42,0.02282973223851051,0.022649178,0.0014476904,0.019583724392784968,0.01943143,0.0010708388
43,0.022777780198940525,0.02260512,0.0014435338,0.01895219218234221,0.018699385,0.0010650954
44,0.02270443128398907,0.022527855,0.0014356477,0.01904156713353263,0.018896013,0.001091286
45,0.022692778652464902,0.022517752,0.0014347068,0.019773243432243664,0.019592676,0.0011106606
46,0.022562939408752654,0.022393651,0.0014218119,0.018838990988002884,0.018687109,0.0010593551
47,0.022580828826368592,0.02241357,0.001423136,0.02017320249809159,0.020013679,0.0011642519
48,0.022468296311519764,0.022303367,0.0014109814,0.019034910841120613,0.018879514,0.001095226
49,0.022444871349283208,0.022279764,0.0014104688,0.01848437409268485,0.018373314,0.0010079796
50,0.022402062510634646,0.022240983,0.0014060508,0.018947739198803902,0.01881077,0.001047283
51,0.022304110005313967,0.02214333,0.0013955755,0.018414700281288887,0.018283818,0.0010244895
52,0.02227058321568701,0.022105701,0.0013930632,0.019689638879564073,0.019528827,0.0010863474
53,0.022262624319688774,0.022100719,0.0013920051,0.020492941348089114,0.020319076,0.0011678437
54,0.022179276796402754,0.022018427,0.0013834365,0.019935619592666626,0.019782284,0.0011092928
55,0.022139474760235093,0.02197913,0.0013795047,0.01922609038816558,0.019000245,0.0010345402
56,0.022105203316167547,0.021944437,0.0013765824,0.01878834242125352,0.018689087,0.0010786934
57,0.022023026951301244,0.021867957,0.0013690379,0.018614686691098743,0.018291323,0.000995221
58,0.022069352054301602,0.021913914,0.0013709402,0.019054885526498158,0.018865198,0.0010146444
59,0.02201026095762665,0.021858396,0.0013664401,0.020354075976543956,0.020275924,0.0011823702
60,0.02198842091637629,0.021834377,0.0013646977,0.017946780521008704,0.01782555,0.0009907263
61,0.021952363447826587,0.021797255,0.0013601114,0.018742468401789666,0.018542673,0.0010349448
62,0.021917946184858865,0.021764144,0.0013565132,0.0204345231635703,0.020225614,0.0011029316
63,0.021890161307321656,0.021739403,0.0013537507,0.017555791416101984,0.017451972,0.00096518843
64,0.021783045844163424,0.021635422,0.0013461036,0.018755090033014614,0.018627273,0.001005095
65,0.021805809805054723,0.021658596,0.0013461262,0.018005835238430235,0.01785101,0.0010069128
66,0.0217756415143793,0.021623613,0.0013425794,0.018182723010579743,0.0180883,0.0009959396
67,0.021711465045441816,0.02156844,0.001336316,0.018031079308854208,0.017933674,0.0010019314
68,0.021665123413374395,0.021521498,0.0013323842,0.017624241140153672,0.01752589,0.0009548413
69,0.021644867757588258,0.021501694,0.0013311253,0.01822205678290791,0.018090729,0.0010089825
70,0.021674313093409125,0.021532483,0.0013329589,0.019413285467359754,0.019325059,0.0010322517
71,0.021585244254565532,0.021442875,0.0013259965,0.01927963235643175,0.019182617,0.0010964518
72,0.02162572933347137,0.021483092,0.0013305767,0.017391334758864507,0.017221862,0.0009492588
73,0.02148636808016418,0.02134466,0.0013157025,0.017997801330354477,0.017882418,0.001002475
74,0.02152917118112982,0.02138709,0.0013189355,0.018751680571171974,0.018617071,0.0010351252
75,0.02150170350111561,0.02136053,0.0013171659,0.018500071987509727,0.018368604,0.0010195326
76,0.02143919608714404,0.021302648,0.0013107033,0.018767319863041244,0.018642366,0.0010623675
77,0.021435324532382283,0.021296445,0.0013114612,0.01827901738219791,0.018192694,0.0010193933
78,0.02139643779838527,0.021258172,0.0013098712,0.018370302791396776,0.018218052,0.0009847848
79,0.021444691632080962,0.021306884,0.0013116936,0.018068159596787557,0.017971702,0.0009808161
80,0.02135466899621634,0.021219056,0.0013021029,0.01838044794069396,0.018301345,0.0010180499
81,0.021358114769797265,0.021220904,0.0013031936,0.019640565857291223,0.01955573,0.001115092
82,0.02136057117526178,0.021224838,0.0013030763,0.01896649273733298,0.018871777,0.0010312963
83,0.021361967096174203,0.021224853,0.0013031389,0.018681430460678206,0.018523587,0.0010317366
84,0.021291920538117855,0.021155965,0.001296326,0.01847984925740295,0.018360045,0.0010284064
85,0.02125104843760714,0.0211168,0.0012939539,0.018419996150665814,0.01828762,0.0009858422
86,0.021297742255491976,0.02116563,0.0012966812,0.017345055997371673,0.017179146,0.0009285024
87,0.021219667899019926,0.021087036,0.001288582,0.019407731460200417,0.019275228,0.0010349257
88,0.021198210136757958,0.021065675,0.0012883726,0.018468122829993567,0.018384362,0.0009827024
89,0.021199792796998847,0.021068508,0.0012874193,0.01753632831407918,0.017417992,0.0009293537
90,0.021065844019438014,0.02093545,0.0012755829,0.019325587100452846,0.019152377,0.0010632648
91,0.021125822128889003,0.0209941,0.0012821716,0.017296247442563376,0.017209524,0.0009321682
92,0.021103624862285307,0.020970713,0.0012783323,0.017621284064319398,0.017530512,0.00096477394
93,0.021048193827271463,0.020919608,0.0012748556,0.018133285043968096,0.018012678,0.000994192
94,0.021061929874949984,0.020933175,0.0012756195,0.017288620185520912,0.01717979,0.0009182237
95,0.021042692256194574,0.02091495,0.0012743755,0.019530328184366227,0.019446975,0.0010641807
96,0.020975452100053246,0.020847952,0.001268922,0.017642873273955452,0.017555982,0.0009706719
97,0.020983137644367454,0.020853965,0.0012689666,0.017325037214491103,0.017229158,0.0009290526
98,0.02097742331635069,0.020851301,0.0012683093,0.018422445639967918,0.018322285,0.0010405174
99,0.021011205419714067,0.02088811,0.0012720281,0.01769590176973078,0.017611558,0.00095969083
epoch,loss,mae,mse,val_loss,val_mae,val_mse
0,0.025984232617565144,0.025727015,0.0020526282,0.03162511451707946,0.03134907,0.0026147398
1,0.025188527657110014,0.024942132,0.0019161955,0.02889223766326904,0.028607646,0.0023405896
2,0.024498473764753635,0.024243645,0.0018122664,0.02720978110200829,0.026867261,0.0021587575
3,0.024053268832556995,0.02380811,0.0017359849,0.03440924402740267,0.03423303,0.0030053123
4,0.023572153286433514,0.02334663,0.001670786,0.034688169048892124,0.034444317,0.0030574463
5,0.023278411123119753,0.023052193,0.0016218597,0.03490045009056727,0.034694895,0.0030690609
6,0.022837217613134855,0.022616927,0.0015694165,0.027486994604269663,0.02730155,0.0021184913
7,0.022714268025792676,0.022482855,0.0015387962,0.03403714203834534,0.033767674,0.0029667749
8,0.02241926914839833,0.022166599,0.001499946,0.034091648681296244,0.03380969,0.0028640325
9,0.02242692306490592,0.022176033,0.0014821285,0.03598669350809521,0.03577532,0.0032317245
10,0.02182855143094504,0.021623896,0.0014290714,0.031466434197293384,0.031188482,0.002463854
11,0.021764228664982465,0.021534828,0.0014101604,0.03298005045453707,0.032806046,0.002788812
12,0.021494838984476194,0.02128135,0.0013803042,0.029300228094061215,0.029183859,0.0021973369
13,0.021495859429608157,0.021268422,0.0013689656,0.039427883290582236,0.03913655,0.00369037
14,0.02111993358348623,0.020902976,0.001329931,0.032402181516091026,0.032229535,0.0025777093
15,0.021022243913493038,0.020785766,0.0013129285,0.030838326374689737,0.03067017,0.002463554
16,0.020949264958316897,0.020728502,0.0012980768,0.03241602442330784,0.03220936,0.002558294
17,0.020738787436558877,0.02050937,0.0012753848,0.031282514231072533,0.031088378,0.0024577533
18,0.02062414352559013,0.020397983,0.0012549697,0.02718666551179356,0.026925987,0.001924973
19,0.020408967237413665,0.020184483,0.0012369524,0.03265782905287213,0.032502614,0.0026273904
20,0.020265672420829904,0.020037336,0.0012200333,0.028894165280792448,0.028689181,0.0021883496
21,0.020102168019723008,0.019880114,0.0012013095,0.023862356295188267,0.023548221,0.0015812847
22,0.0201051274234498,0.019871805,0.0011903936,0.027824049868517452,0.027572425,0.0019809478
23,0.019906009859324975,0.019685984,0.0011753996,0.03374469148781564,0.033485606,0.0026688268
24,0.01978721673897019,0.0195547,0.0011621839,0.029079252019524573,0.028774906,0.0020216238
25,0.019674802171595302,0.019443935,0.0011498411,0.0236369965457254,0.023398707,0.0015003069
26,0.019597635199994218,0.01938956,0.0011361358,0.02687287580801381,0.026661152,0.001871071
27,0.01951496585007803,0.019305177,0.0011290454,0.026730984252360132,0.026520016,0.0017710926
28,0.019424886222238893,0.01919875,0.0011182943,0.025150928472479184,0.024973508,0.0017094167
29,0.019312698370696584,0.01908854,0.0011051368,0.02677186441587077,0.026583351,0.0017949109
30,0.01915943640176161,0.018902015,0.0010871302,0.03234371569090419,0.03191922,0.002308027
31,0.019003468583579416,0.018787615,0.0010760033,0.023222992721531128,0.02305147,0.0014618556
32,0.01891716910622738,0.018704083,0.0010663478,0.02908193133936988,0.028927172,0.0020110193
33,0.018780532137295348,0.018556828,0.0010531268,0.027175728576050863,0.027014181,0.0018278026
34,0.0187589546677507,0.018552195,0.0010476762,0.026021332720915478,0.025740858,0.0016775443
35,0.018597676392690634,0.018387392,0.0010346815,0.02395715210835139,0.02370476,0.0014336858
36,0.018712350063117934,0.018474996,0.0010363779,0.027910679603616397,0.0277728,0.0019043807
37,0.018452403164940116,0.018257441,0.0010182156,0.021103730618953705,0.020837355,0.0012317195
38,0.018551449376675817,0.01833019,0.0010150078,0.02361124316189024,0.023437101,0.0014493108
39,0.018359042391364957,0.018156346,0.0010040696,0.02152041168179777,0.021320881,0.0012454025