,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,32147847.598732267,148630.59840429394,92.06703916690748,68.72331290168782
1,1,71079.07336722057,287.40324448441817,65.51249615593238,41.587147304119874
2,2,31091.333090560212,3.5480242202603747,61.91732466370376,22.502096396931005
3,3,1.7501220499068144,0.12214573882642742,19.426480756455582,7.871013846379635
4,4,0.0008808119107306618,0.012333789776005832,-13.555819132252289,-2.086803943520455
5,5,0.38108275974404604,0.0008203370931656345,12.80169965437975,-13.857845866682643
6,6,0.0005550148975483343,0.0014830679191570532,-15.562211684540731,-11.286158955446092
7,7,0.2950313322026446,0.0004915723402518779,11.688621108012281,-16.08189498088823
8,8,43.64863751635685,0.0004530704479149886,33.387591867717354,-16.43611200444187
9,9,0.0004646652825200719,0.00044363265930625955,-16.33245878755237,-16.52753425644718
10,10,0.00045199036392978555,0.0004338961566406253,-16.45880241114196,-16.623911328893715
11,11,0.00047209419786555635,0.0004072214697340601,-16.27428497425049,-16.89946269124694
12,12,0.0004237898848662825,0.00039905314272465676,-16.738273749123007,-16.98746200723811
13,13,0.0004255203065131167,0.00040021442385439416,-16.725894682367883,-16.9748419945525
14,14,0.0004206843948418985,0.00039692698689912885,-16.7741732234104,-17.010663087375562
15,15,0.0006764701554988578,0.00037958551087955897,-14.714999566427363,-17.20467309487415
16,16,0.00039867324827805393,0.0003792831833523355,-17.000493811748996,-17.208133487554598
17,17,0.000393415877437123,0.00037485843763294583,-17.062768664801602,-17.259096453857694
18,18,4.687898483347585,0.0003657077966061862,23.695237145798274,-17.36642716890178
19,19,0.0003818708043497478,0.00035995215110137666,-17.193275651984013,-17.435321628633623
20,20,0.00037420226756684945,0.0003551987955640805,-17.275549595275756,-17.493054516786785
21,21,0.0003759512652585417,0.00035440020636949495,-17.254611112181976,-17.502829700404394
22,22,0.00036368118455038244,0.00035249206121079624,-17.39771467969428,-17.526275958451414
23,23,0.0003704025710755287,0.00034692531028811474,-17.327300766889607,-17.595409507553633
24,24,0.0003707446028915301,0.0003468428821131391,-17.321788197472777,-17.596441497838164
25,25,0.0003630147548392415,0.00034039806556201686,-17.405798296360977,-17.677898527675215
26,26,0.00035370573744696287,0.0003384183602113473,-17.52560469998454,-17.703230193632166
27,27,0.00035459058090429944,0.00033342736577124973,-17.522513776423956,-17.767756948379954
28,28,0.0003629217527989183,0.00033038123786498447,-17.419721870266475,-17.80761560099711
29,29,0.00033682446699402266,0.000322774383484533,-17.731966394618233,-17.908778758747776
30,30,0.0003428238911491809,0.0003258811285425174,-17.656096590267495,-17.867177245234174
31,31,0.0003393701827945668,0.00031252999063948855,-17.70338809362533,-18.048852372061607
32,32,0.00031439439014330044,0.0003031812543907252,-18.02695151519114,-18.180745906600613
33,33,0.0003158009988219794,0.00030472070609807576,-18.02234644063492,-18.158749701477976
34,34,0.0003093299283418017,0.00030133666433884124,-18.103289881696895,-18.20724959631262
35,35,0.0003133017414359894,0.0003010762792607573,-18.04100245048511,-18.211003958194304
36,36,0.00030575917323225554,0.0002956822442540311,-18.152437257207332,-18.289516902624353
37,37,0.00030408171035551,0.00029418401199540024,-18.183348106036416,-18.311578696968013
38,38,0.0003041455643095518,0.0002913520185852815,-18.176315407657857,-18.35358904772382
39,39,0.0003038565359695229,0.0002893435946469636,-18.186231064784423,-18.38363063549901
40,40,0.000287995171599983,0.00028406693002723743,-18.41002239643303,-18.46356258365352
41,41,0.000295659723408405,0.0002845869695240828,-18.302387816412093,-18.455619251268338
42,42,0.00029125966455129733,0.0002872623031419751,-18.36908505802385,-18.414982980139385
43,43,0.003019183972843241,0.0002561586841597761,-8.212255966450323,-18.91267852458188
44,44,0.0002704944216151789,0.0002547005401299286,-18.691076284736848,-18.93747070198097
45,45,0.00026915388238213036,0.0002547305385202267,-18.70317310544085,-18.936959224140946
46,46,0.000269629833373702,0.0002554614812221476,-18.705238518977904,-18.924515101656034
47,47,0.00026321630986748246,0.000254712743059683,-18.807832455720106,-18.937262632610533
48,48,0.00026465897744199857,0.0002513813976149418,-18.79107547945039,-18.994437996798727
49,49,0.00026476979822750903,0.00024824831588806485,-18.78587494887794,-19.048906252162016
50,50,0.00025811146065045495,0.0002513816756331117,-18.888870204837975,-18.99443319367123
51,51,0.00025955672026611865,0.00025054461194055254,-18.860804567958684,-19.008918686410027
52,52,0.00026881913942544114,0.000250243909632493,-18.717375597217746,-19.01413419607749
53,53,0.0002700835080834144,0.0002472677810338179,-18.699640552138142,-19.066094046261263
54,54,0.00026702075928435227,0.00025274317733036647,-18.73500099224699,-18.970974952786616
55,55,0.00026367909197585137,0.00024688870747157027,-18.796326460087894,-19.072757101080605
56,56,0.0002672336123986938,0.0002525591346631317,-18.74410925414331,-18.974138552732708
57,57,0.00026249226717369573,0.0002501339201300748,-18.820323327264767,-19.016043466708425
58,58,0.0002613491683264657,0.000244797588828461,-18.835965871779255,-19.109698003037373
59,59,0.0002612067889374172,0.00024884658494939735,-18.8308716848932,-19.038452510751934
60,60,0.0002602861554196258,0.00024832684568153987,-18.858358841700642,-19.047532641120025
61,61,0.0002630475756097777,0.0002487871824996546,-18.805712455002418,-19.039489343778342
62,62,0.00026239352192748916,0.0002477391535649076,-18.819004151675117,-19.057822867142665
63,63,0.00026405792453532714,0.0002487089613599605,-18.794495686755784,-19.040855023092107
64,64,0.00027171529489857405,0.00024986495478323807,-18.669505372903558,-19.020715884311038
65,65,0.0002618433023111645,0.0002480862711213137,-18.83450776001191,-19.051742046900635
66,66,0.00025862764783765276,0.00024550930845036517,-18.87862518478385,-19.097089731635602
67,67,0.0002621334154439668,0.00024871694653196946,-18.83090654974882,-19.040715588612084
68,68,0.0002572679753864146,0.0002477019489130103,-18.899928531217615,-19.058475125300887
69,69,0.0002593815585624753,0.0002457657338757264,-18.87202536451253,-19.092556053033075
70,70,0.00026211694807663907,0.0002443212548601686,-18.82802002036869,-19.11815685846854
71,71,0.0002551185202391185,0.0002451885581984626,-18.93515159494784,-19.10276736317949
72,72,0.00025306422351595477,0.00024613058791912506,-18.968807300925636,-19.086113470733274
73,73,0.0002585661139389615,0.00024404961502449098,-18.87924161494085,-19.122988092317264
74,74,0.0002602584206693585,0.00024461565618893425,-18.856573357957437,-19.112926863141524
75,75,0.00025529349756849565,0.00024717202253860275,-18.94040600644833,-19.06777624847422
76,76,0.0002632424031017041,0.00023896773391721867,-18.804283092992417,-19.21437670880572
77,77,0.00025493886739438035,0.0002402793309700332,-18.943347425261898,-19.190605221136476
78,78,0.0002579262557249881,0.0002404999403025661,-18.893182461460768,-19.18661963239651
79,79,0.00025423045975837816,0.0002433304555444537,-18.954664565464057,-19.13580466974108
80,80,0.00025151082216738006,0.0002414148253400957,-19.005130097707205,-19.170129994434085
81,81,0.00026016489280983036,0.00024306157521143752,-18.865874099263095,-19.140606280352785
82,82,0.0002571427414539395,0.00023963451186366575,-18.91224669723602,-19.202275713764372
83,83,0.0002498486689555929,0.0002351915333603852,-19.03185376917412,-19.2835525259186
84,84,0.000260613087148252,0.00023573223504507425,-18.843752095847254,-19.273579622575845
85,85,0.00025074137584786365,0.00023247266270980043,-19.01464365919958,-19.33405046157767
86,86,0.00025486053248444937,0.0002462164572391071,-18.950159241577786,-19.084598581080627
87,87,0.0002614765698942308,0.00024707172154816553,-18.832060337109805,-19.069538948267407
88,88,0.00026586525545445913,0.0002439999853346595,-18.768236307233142,-19.1238713591201
89,89,0.00025924390884591556,0.0002386362313317429,-18.87513476908015,-19.22040554345552
90,90,0.00024824665565903003,0.00023125330948172823,-19.058468197124647,-19.356889794747644
91,91,0.00024473892909489074,0.0002219269318677681,-19.12399594120566,-19.535669270577948
92,92,0.00022908083352826767,0.0002041361516794974,-19.406996403006765,-19.89857012840077
93,93,0.00021170410831679697,0.00019960730921746674,-19.750841349488578,-19.99600495916589
94,94,0.00022242571237453826,0.0002030298300700164,-19.53992208529764,-19.922170850177586
95,95,0.00021252985239585804,0.00020182693582395777,-19.74185444603149,-19.947978094350685
96,96,0.00021529245249130138,0.00020250266473005084,-19.68375251336324,-19.933461936839823
97,97,0.00021020565312487773,0.0001987305356459202,-19.7809101002009,-20.015123330359508
98,98,0.00020531688882254026,0.0001978292129933834,-19.885586259694982,-20.03486512865335
99,99,0.0002086225467417197,0.00019606098909494713,-19.807689222764704,-20.073857468973753
100,100,0.00021558206005756425,0.00019603446401704691,-19.673929490091425,-20.074445065432233
101,101,0.00021149264948596197,0.00019457808000305178,-19.750769338346526,-20.10683022465971
102,102,0.00020812589887616022,0.00019502270151861012,-19.83004757526877,-20.09691768014081
103,103,0.0002116849824495748,0.00019340523622782998,-19.746578517413074,-20.1330870821035
104,104,0.0002073901271886797,0.00019212999598637812,-19.84258615980187,-20.161817624659
105,105,0.0002023443567972227,0.00019641090980976035,-19.944262901677277,-20.06611328773486
106,106,0.00020491045503036993,0.00019029331911281732,-19.896010184060305,-20.20353394962207
107,107,0.00021231062771793281,0.00019123882750710962,-19.73731389150849,-20.182008637928675
108,108,0.00020597489057444805,0.00018941205436069715,-19.877803288344225,-20.22369321693249
109,109,0.000194820438598081,0.0001892858494293729,-20.10944279503603,-20.226587878177963
110,110,0.00019690369843318098,0.00018263300176170704,-20.067435014516736,-20.381976788971915
111,111,0.00019766245794616946,0.00018741345602871947,-20.048548227406762,-20.269761667294777
112,112,0.00019438520896598966,0.00018512037212004592,-20.11733888093581,-20.323227215415876
113,113,0.0002011427170202165,0.00018343040688992724,-19.986468394494803,-20.363056067228055
114,114,0.00019854232794893234,0.0001859408523734218,-20.032435937372203,-20.30402118666563
115,115,0.0002017235021843796,0.00018287152679955684,-19.968572720405547,-20.37630845305021
116,116,0.0001969117027366553,0.00018309002533849133,-20.064701114355564,-20.37112251368121
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120,120,0.00019552496859873405,0.0001835090339514672,-20.092700905983456,-20.36119487185481
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