,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.005982557546885051,0.005915590733485787,-6.210671188495814,-6.261576283767038
1,1,0.005815717737315242,0.005759898058481906,-6.334560516314795,-6.377409512105146
2,2,0.005680026563326108,0.005629454861934248,-6.437250242515723,-6.476894071187347
3,3,0.005548122089317779,0.0055135154704514305,-6.537006144256964,-6.5672715083858915
4,4,0.005433445172288369,0.005405686575135118,-6.627379587557531,-6.6530488689874145
5,5,0.0053464262554249195,0.0053056453991877405,-6.701086610415014,-6.7341752763561535
6,6,0.005254852235048395,0.005236761154312836,-6.774827415579349,-6.790929819139415
7,7,0.005152760750431682,0.005164738769005788,-6.851672436104716,-6.8510738842192245
8,8,0.005113968496047652,0.005111476381946551,-6.882603218024639,-6.896093899066686
9,9,0.0050465834432656,0.005051000779004474,-6.942103749497395,-6.9477831285108405
10,10,0.005004991782041862,0.00501457966962143,-6.982628383622906,-6.979212127448844
11,11,0.004982040340522516,0.004983938372644939,-7.008196589015747,-7.005830847940521
12,12,0.004950615572599099,0.004973383791940777,-7.030681939992832,-7.015037736699528
13,13,0.0049437551048689896,0.00495079412174068,-7.038249553069157,-7.034808817276317
14,14,0.004907884404600896,0.004933989386221296,-7.067408290302445,-7.049575374239661
15,15,0.004907375316798072,0.0049464238660508085,-7.070791398472056,-7.038644194159627
16,16,0.004892866722471321,0.004926281221407025,-7.082773753629236,-7.0563654802308236
17,17,0.004897631421570003,0.00492039207663191,-7.084742762878438,-7.061560378663028
18,18,0.004918773015288962,0.004917856918549852,-7.068393340382095,-7.063798592375038
19,19,0.004873119937928067,0.0049133535082402984,-7.094983154654715,-7.067777362636432
20,20,0.004900408366253388,0.004918545411017381,-7.080629001617727,-7.063190629280505
21,21,0.004891770042133392,0.0049166130392174975,-7.08940869364151,-7.06489719745573
22,22,0.004869950868035715,0.004905398518435265,-7.100669435602241,-7.074814527690496
23,23,0.004888783703490938,0.004911131568645176,-7.09536718271762,-7.069741793574411
24,24,0.004864663682570777,0.004921095911413431,-7.101675693459315,-7.060939188935054
25,25,0.004889406902312311,0.0048945765746267215,-7.092622004462522,-7.084406210006641
26,26,0.004869869434918018,0.004913553007339176,-7.09959938568728,-7.067601027677589
27,27,0.004877297697377573,0.004912650923391706,-7.094866120432898,-7.0683984263158885
28,28,0.004908310686305319,0.004911463683176982,-7.072649225268334,-7.069448112515831
29,29,0.004879228588308871,0.004919793309741898,-7.097101563595562,-7.062088907641677
30,30,0.0048819449970249045,0.00490425149665067,-7.088594993468741,-7.0758301505377466
31,31,0.004908548591216815,0.004934166852188737,-7.0737637042269945,-7.049419169800793
32,32,0.004885893919956438,0.004922479611674422,-7.085727039281058,-7.059718223259512
33,33,0.004904318216842474,0.004927045249037053,-7.074652972368788,-7.0556919757338346
34,34,0.0049064338792921955,0.004957533662060374,-7.070979365211762,-7.028900765611769
35,35,0.004905176905857534,0.004941671204410102,-7.071209909768832,-7.04281902231237
36,36,0.004909704583360977,0.004948803591296861,-7.071058546746646,-7.036555305213544
37,37,0.004924842430105836,0.004937515765624611,-7.059871007304782,-7.046472529926571
38,38,0.004915051690312391,0.004940062883849207,-7.0656825103309835,-7.0442327109315075
39,39,0.004912297990288317,0.004957555205022034,-7.066220619349414,-7.0288818933868225
40,40,0.004931477882620907,0.004952297374410064,-7.048725269931877,-7.033490331337884
41,41,0.00491995573255051,0.0049721901550104745,-7.0571257154544185,-7.016080190232086
42,42,0.00493084030590721,0.004964626467737712,-7.048233260881876,-7.0226917005467495
43,43,0.004918223477362357,0.004977406835869739,-7.058322300201919,-7.011526084330692
44,44,0.004948069749534437,0.0049778634045077,-7.0389765408169405,-7.011127732029996
45,45,0.0049546941653969365,0.00495569282946618,-7.03134289323655,-7.030513688402626
46,46,0.004952840679853233,0.004980776630538075,-7.026915215373181,-7.008586826803647
47,47,0.004930252602957573,0.004983219661210713,-7.049572842482838,-7.006457169725419
48,48,0.004945371487206712,0.004985081840698656,-7.0388591576751915,-7.004834557718388
49,49,0.004978490974178019,0.004992205306495491,-7.011369205010336,-6.998633107629562
50,50,0.004947898943054,0.004992230623764427,-7.02531432119284,-6.99861108304996
51,51,0.004966941028449339,0.004997853924961467,-7.020412392830969,-6.993721897325914
52,52,0.0049501905102551595,0.004997475611928262,-7.024873640163726,-6.994050649394017
53,53,0.004980637221453116,0.005006061989421907,-7.009347424959719,-6.9865952522547214
54,54,0.004960440886542969,0.004999547608588871,-7.01919643465616,-6.992250400041264
55,55,0.004983525156744362,0.0050085787416288725,-7.00115309017262,-6.9844124248360115
56,56,0.00498799160218884,0.005001949244423916,-7.000771848551796,-6.990164677821725
57,57,0.004970239648192199,0.00502069277296725,-7.005916149408393,-6.973921015734693
58,58,0.004994483712638162,0.0050205055281127755,-6.996796716221696,-6.9740829872536985
59,59,0.004980322453625423,0.005002584749538647,-7.00236107746759,-6.989612935251634
60,60,0.004954403722370716,0.005004417420806069,-7.023666354131882,-6.988022211048853
61,61,0.004972891305986139,0.005001094314808908,-7.013490400249153,-6.990907034311366
62,62,0.004990807052740117,0.0050165199576631975,-7.002807522806723,-6.977532039658549
63,63,0.004979319087968967,0.005016193333032884,-7.008699439001149,-6.97781481714962
64,64,0.004981477226409101,0.004987584377982114,-7.005735830075221,-7.0026549236427185
65,65,0.004998024226617567,0.004994548244499846,-7.002207777163458,-6.996595358204375
66,66,0.0049453677571157815,0.005006256660348491,-7.039232290151592,-6.9864263712748595
67,67,0.0049792857139764985,0.005006325137066214,-7.006818526238145,-6.986366967893698
68,68,0.004931423755497048,0.005008739370264505,-7.033491081953514,-6.984273145780845
69,69,0.004981340576424119,0.004994760267436504,-7.0087689435925995,-6.996411000315476
70,70,0.004956053233868682,0.004988493789967738,-7.019179689147349,-7.001863124297167
71,71,0.004960296963600768,0.005009278458984275,-7.021689282744886,-6.983805741429068
72,72,0.004969212495405035,0.005000297421295392,-7.015298868680371,-6.991599110905202
73,73,0.004962854260175498,0.0049953129338590726,-7.020886480921109,-6.995930483360169
74,74,0.00496767998970661,0.004990545101463795,-7.018424458287248,-7.000077635162106
75,75,0.004991200862970856,0.00498551598406936,-6.999943830907018,-7.004456353575197
76,76,0.0049479068208908294,0.005007778760045767,-7.02778666771803,-6.985106145258526
77,77,0.004962259029835155,0.005000589513464978,-7.0201650426741224,-6.991345425370465
78,78,0.004958908860907727,0.0050045552320386235,-7.021527437779965,-6.987902617040712
79,79,0.004976216588438172,0.004992826890788581,-7.0096738361601565,-6.998092397046879
80,80,0.004986689598827632,0.004999996457052858,-7.00628002114668,-6.9918605174426744
81,81,0.004951218397538994,0.004998489160482821,-7.032435917828279,-6.993169936914699
82,82,0.0049654325115081575,0.004996576983677714,-7.016483778117929,-6.994831652471225
83,83,0.004967752671272484,0.005000141988459386,-7.018986998600725,-6.991734112219091
84,84,0.004971410123842586,0.004961153443314527,-7.017077874607659,-7.025730888232906
85,85,0.004929602755828924,0.0049635755192292364,-7.057475709231528,-7.0236111442492435
86,86,0.0049195529595401485,0.004948339964214124,-7.061675021802749,-7.036962191670655
87,87,0.004928529425764207,0.004937108361015194,-7.046236196525926,-7.046830890045605
88,88,0.00490841584414551,0.004940295788018327,-7.064480282525423,-7.044027963312844
89,89,0.0049112716920136175,0.004923155482270215,-7.0717018003146155,-7.059121965389108
90,90,0.004914746931802059,0.004928856793987124,-7.06170226956514,-7.05409548262552
91,91,0.004915202103708822,0.0049365867713564325,-7.065217165929929,-7.047289732470436
92,92,0.0049377832628940185,0.0049544512539317735,-7.053405669875669,-7.031601885308225
93,93,0.004927671965710896,0.004932653771615342,-7.050463705190437,-7.050751154183415
94,94,0.00492221867358408,0.004951022246754483,-7.060430871063414,-7.034608705638191
95,95,0.0049263053746490745,0.004935538592307191,-7.0626314390940745,-7.048211962207343
96,96,0.004922689087496898,0.004937599143503528,-7.058437453214733,-7.046399192951639
97,97,0.004909725984577665,0.00494350105720131,-7.060791880632667,-7.041211169747007
98,98,0.004927992916752382,0.004941447858551615,-7.053006140083701,-7.043015312316153
99,99,0.004912073051883388,0.004946031019483742,-7.063471604835588,-7.038989125925049
100,100,0.004899635930190382,0.0049419796682502095,-7.071824075072981,-7.042547940006054
101,101,0.004923630587410988,0.004942080569698622,-7.058667855418708,-7.042459270084568
102,102,0.004916586087459756,0.004949099555807679,-7.059070596958499,-7.03629558201356
103,103,0.004926157740818471,0.004941954326472785,-7.058824387862921,-7.0425702100740315
104,104,0.004916361921956551,0.0049406479995109534,-7.05863667869963,-7.0437183501603675
105,105,0.004907122381108324,0.004946714708287465,-7.067298218370106,-7.038388843084594
106,106,0.004920015778853414,0.004950835590103739,-7.060457233986193,-7.034772440474165
107,107,0.004915037009980261,0.004942967237806634,-7.058546481380357,-7.0416801639535285
108,108,0.004912634975440109,0.004946246669676743,-7.057821216283281,-7.038799774813405
109,109,0.004921530666233031,0.004939718907208819,-7.058741191434937,-7.044535120762095
110,110,0.0049151346788348,0.0049507787794266876,-7.065880711830138,-7.0348222759103605
111,111,0.004896024458071927,0.004931076160190921,-7.0730614413926745,-7.052140381071808
112,112,0.004913606901758725,0.004940556852441085,-7.068500722673069,-7.043798471299601
113,113,0.004907204697542277,0.004934764099552443,-7.072662274238279,-7.0488935176587875
114,114,0.0049302943492519485,0.004945584425800725,-7.05492374748948,-7.03938128264281
115,115,0.004924137294100425,0.004969879078041566,-7.061445247671036,-7.018099262860531
116,116,0.004929348519167949,0.004947371192668614,-7.056543768642419,-7.03781252396333
117,117,0.004915166871871837,0.004945303583027501,-7.06637462411626,-7.0396279105828246
118,118,0.004921134057233936,0.004933625557704976,-7.057287721784994,-7.049895631400012
119,119,0.004907279078531819,0.004952236960985158,-7.066331676334876,-7.033543311551151
120,120,0.004907568172580495,0.004942408272702443,-7.074396763226383,-7.042171304548699
121,121,0.004922714766076545,0.004950074773085744,-7.056493390723383,-7.035439891488634
122,122,0.004916064349992066,0.0049513264706260275,-7.057269258923824,-7.0343418543032445
123,123,0.004933883488831139,0.004941843695154316,-7.053781505175182,-7.042667432965542
124,124,0.004922192971001274,0.0049646121057632725,-7.054940106574414,-7.0227042641007476
125,125,0.0049299718380051176,0.0049389550021212356,-7.060546348844183,-7.045206789384711
126,126,0.004948984317903973,0.0049481730123883795,-7.04720366327739,-7.0371087205679395
127,127,0.004903525018046812,0.004950794685435922,-7.066387848410782,-7.034808322790558
128,128,0.004927349694495656,0.004947338106208726,-7.0579205658864295,-7.037841568307172
129,129,0.004901941505635215,0.004950586853450851,-7.076437075360985,-7.034990641356787
130,130,0.004926253393407643,0.004951290394130506,-7.05567669788134,-7.034373498106384
131,131,0.004929688331891888,0.004952250563196446,-7.047768898473681,-7.033531382886919
132,132,0.0049089714260675855,0.004952803621754835,-7.058714204194869,-7.03304639759387
133,133,0.004902134740667552,0.004957939155007664,-7.067442152549148,-7.028545556429502
134,134,0.004927003813773086,0.004946371172799876,-7.0564577538571065,-7.0386904589170065
135,135,0.00493148702782454,0.004945419361128619,-7.0458647436968285,-7.039526235931282
136,136,0.004914508738852653,0.004941945699484725,-7.0706038620955844,-7.0425777913998235
137,137,0.004912284793351421,0.004930423793235892,-7.062521652684164,-7.0527149779799805
138,138,0.004907048072128259,0.004946090207484208,-7.0670466164697565,-7.038937155227546
139,139,0.004903527816815167,0.004948506327836137,-7.068985186724928,-7.036816183940708
140,140,0.004938336194867326,0.00495589762239864,-7.046686172638134,-7.0303342208571395
141,141,0.00491258310941384,0.004935394212799637,-7.060037456271068,-7.048339008403834
142,142,0.00491463726136795,0.004939549749619083,-7.064288423137852,-7.044683844742289
143,143,0.00490502283918028,0.004952964446458377,-7.066513052841376,-7.0329053781780555
144,144,0.004900833006141726,0.004941868252660099,-7.0718406336079305,-7.042645851621798
145,145,0.00493534922254147,0.004943926205956622,-7.051781813635332,-7.040837685819147
146,146,0.004906100283386474,0.004941589885244244,-7.067711504547845,-7.042890489543044
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148,148,0.0049247674298347885,0.004937982578810893,-7.052795368522251,-7.046061949348332
149,149,0.004913753474649694,0.004946864847289889,-7.068384444955389,-7.038257031256711
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179,179,0.004916077585334016,0.0049493790261055295,-7.0606628158989455,-7.036050347541938
