,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.022344037602396356,0.021897434207953904,-6.51227461806857,-6.589002012414861
1,1,0.021548194081052064,0.021219413041284208,-6.666817588234849,-6.725600648591012
2,2,0.020891270168202438,0.020578314403170032,-6.797791844584764,-6.858836331458997
3,3,0.020269391885430543,0.020007993241674023,-6.929213302305062,-6.98089899370375
4,4,0.01976597437769482,0.01948435094795729,-7.044652204533567,-7.0960748800689295
5,5,0.0192351859715796,0.019016565951077563,-7.156582136698363,-7.201613374672634
6,6,0.018859381240206894,0.018572773098161344,-7.247629004763012,-7.304166783665394
7,7,0.018372820133400948,0.018211567186211284,-7.353347924142843,-7.389461110248945
8,8,0.018081630551323447,0.017851072510606365,-7.43970233835331,-7.4762911730968025
9,9,0.01770458810185034,0.01754795995197798,-7.525240028146305,-7.550667968107973
10,10,0.017426145848693307,0.017277827682463748,-7.592909257454089,-7.618042930696346
11,11,0.017135446027074893,0.016982835178312502,-7.66313173221869,-7.692832366832042
12,12,0.016910036296113252,0.016776412235278832,-7.720143754581636,-7.74594342187262
13,13,0.01666342096460849,0.016571882327920513,-7.781085773330125,-7.799215905569183
14,14,0.016507678405986617,0.016437840206842674,-7.825969854030089,-7.8344867706508845
15,15,0.016326163866624388,0.016302744514848058,-7.864200931922109,-7.870327087518558
16,16,0.016191238191785272,0.016198640738270785,-7.902009476003789,-7.898148578805275
17,17,0.016118205152451992,0.016071979691715615,-7.9236681207483715,-7.932240564229858
18,18,0.016079956214375718,0.016011345543359454,-7.936902326830792,-7.948656011945737
19,19,0.01599608957959512,0.01598086811013912,-7.957759066046366,-7.956930641027469
20,20,0.015991013084259844,0.015950357590458895,-7.9650970823964595,-7.965230074625119
21,21,0.015950939435627042,0.01593302901049978,-7.970164925879988,-7.9699508450317635
22,22,0.015904694593981982,0.015911565603394257,-7.983359584859926,-7.9758051765397076
23,23,0.015892177964224645,0.015917104668915272,-7.9816852860474015,-7.974293592427408
24,24,0.015913146605580738,0.015912069105788282,-7.985946255426432,-7.975667751438291
25,25,0.01586794855130702,0.015897760363785846,-7.9915178799269935,-7.979574850732682
26,26,0.015921229871047528,0.015919644924763002,-7.984940420611625,-7.973600544855836
27,27,0.015916054367481433,0.015894420150863498,-7.989880798679943,-7.98048742484519
28,28,0.015936561965758038,0.015930898046415103,-7.978258915430829,-7.970531731337984
29,29,0.015890958478923925,0.01591759532886116,-7.9848589207745855,-7.974159719070963
30,30,0.015928746431528293,0.015913017535288083,-7.977641795001641,-7.9754089004865225
31,31,0.01585225989446812,0.015898336803442555,-7.992358610697878,-7.979417381996335
32,32,0.015888975165093067,0.01591137718213232,-7.988166872594568,-7.975856605042022
33,33,0.015884473564621714,0.015919144853557412,-7.984243963094442,-7.973736968486682
34,34,0.01595274647025718,0.0159247542584413,-7.9750906689735945,-7.972206921174032
35,35,0.015921810008201403,0.0159423388050575,-7.977931130683497,-7.967413969195579
36,36,0.015945906155579483,0.015966740976038733,-7.977591071956917,-7.960771514858279
37,37,0.015967790699880764,0.015973331504746488,-7.971666956892028,-7.958979264516364
38,38,0.015967253259546364,0.015957746507697983,-7.966303817291591,-7.963218694674956
39,39,0.015981197280367624,0.015991274855638806,-7.961599898668293,-7.954103434662518
40,40,0.015976539275311317,0.016012302452796383,-7.966169716556353,-7.948396465945036
41,41,0.01596923817678825,0.016039490944852953,-7.962593221371535,-7.941028506993671
42,42,0.016031023431761365,0.016032914680085684,-7.948392964155029,-7.942809499397788
43,43,0.016007398984865428,0.016041792537036696,-7.943911850821424,-7.940405359364762
44,44,0.01603525925965346,0.01606445122314127,-7.942693892286588,-7.934275371659155
45,45,0.01609427997477583,0.01607163980799286,-7.936628667891297,-7.932332408040596
46,46,0.016095398752422062,0.016113166158136568,-7.934776193553134,-7.921125458557883
47,47,0.016079960515741835,0.016111134698516445,-7.936558689951871,-7.921673027740733
48,48,0.01609990939728378,0.016136013657638903,-7.932284263400989,-7.914971786014294
49,49,0.016149342511348502,0.01615508052667505,-7.924737901025235,-7.909843042513279
50,50,0.016145298919957324,0.016163965589121768,-7.920141847828383,-7.907455141784175
51,51,0.016139775466596343,0.016151513953350093,-7.9180864508020266,-7.910801944647999
52,52,0.01617820678067576,0.01620078812304296,-7.911393074873796,-7.89757289127545
53,53,0.01618066892872766,0.016200699549364418,-7.914860293961042,-7.897596635283888
54,54,0.016237866191059044,0.016231876945025044,-7.898998546697483,-7.8892468977484365
55,55,0.01620328362992744,0.01622028099863153,-7.903594467083749,-7.892350577789825
56,56,0.016214978765965123,0.016234294266292925,-7.902866971521494,-7.888600175791151
57,57,0.016207317312814527,0.016252038657273118,-7.905494619888796,-7.883855847231849
58,58,0.016216333581077068,0.016255295002146772,-7.893080907532536,-7.882985758882341
59,59,0.016211096168562922,0.016240500501896207,-7.897529095260001,-7.886940221400092
60,60,0.016254584285785856,0.016268514096736908,-7.892286523632448,-7.879455434291559
61,61,0.01625256628258941,0.016244970016965742,-7.895800995094817,-7.885745172836701
62,62,0.016279236903202904,0.016241399179163733,-7.883880330924427,-7.886699908744594
63,63,0.016279949028928254,0.01627572768024708,-7.883726844025038,-7.877530166168252
64,64,0.016236600984540796,0.01626052168246947,-7.893417085051619,-7.88158956547629
65,65,0.01622224110418681,0.016280010636699826,-7.894967592958679,-7.876387470925845
66,66,0.016208506045267752,0.01630198357528762,-7.897498071079734,-7.87052980158586
67,67,0.016262186230304315,0.016272227524926786,-7.888836564434798,-7.8784642329246335
68,68,0.01625333874265558,0.01632473603087036,-7.884353462274363,-7.864472638849069
69,69,0.016318442050329188,0.016292726326929897,-7.875569273842585,-7.8729966877766095
70,70,0.016272225090753788,0.01626935233607104,-7.890988247949286,-7.879231668717894
71,71,0.01622914571852721,0.01629973095106451,-7.893729266365579,-7.871129955464678
72,72,0.016254559639342053,0.016289174654766134,-7.889152416804375,-7.873943515053035
73,73,0.016295130316590526,0.01627764723410732,-7.884747887942513,-7.877017990916145
74,74,0.016298000854392026,0.016279178524487896,-7.883791859735383,-7.876609455410934
75,75,0.0163231772207415,0.016273719454674346,-7.873324766457844,-7.878066065461501
76,76,0.016314387475092385,0.01626475831787837,-7.879977029263263,-7.880458170210634
77,77,0.016252582047864336,0.01627593948260734,-7.892016971003779,-7.877473650109731
78,78,0.016265026591334147,0.016312444386513608,-7.891847455732468,-7.867743873374708
79,79,0.016252348026663987,0.01627681100446927,-7.893138073723045,-7.877241106235607
80,80,0.01626639056605162,0.016282844798345315,-7.885885480626131,-7.875631480242521
81,81,0.01625859521367808,0.016276790711440538,-7.883771448155091,-7.877246520782651
82,82,0.01627412534405276,0.016276957418181394,-7.884705849977019,-7.877202040609516
83,83,0.01627783030847606,0.016277823597192764,-7.889858888898964,-7.87697093675728
84,84,0.016290134529477543,0.016271485309851796,-7.880937365938728,-7.878662329505159
85,85,0.016278975470394818,0.01629583939517799,-7.88979812645604,-7.872166956037216
86,86,0.016218601188324775,0.01627783741998045,-7.896151507374478,-7.876967248820847
87,87,0.016274105642259735,0.016271745295901047,-7.88664277315042,-7.878592938418619
88,88,0.01625804188325233,0.01629328541457653,-7.888019849636194,-7.872847661450968
89,89,0.01626081287515225,0.016282398645815096,-7.89070271525619,-7.875750479249732
90,90,0.016293610532566446,0.016300812755760393,-7.887012058221623,-7.8708417260324826
91,91,0.016302479719071044,0.01627792359182709,-7.8793545639745926,-7.8769442581388125
92,92,0.01627719094112669,0.0162877047826585,-7.881559122219284,-7.874335423275617
93,93,0.016262406060836978,0.016285663862761698,-7.886049733202883,-7.874879647153716
94,94,0.016286565960605733,0.01630142066431673,-7.883603510455163,-7.870679766986212
95,95,0.016277037992996655,0.016283889938341945,-7.881255076706265,-7.875352730446339
96,96,0.016261832750181563,0.01628535809485536,-7.886126396314907,-7.87496118792615
97,97,0.016285338544661236,0.016278499737381935,-7.888222773849413,-7.876790545408925
98,98,0.01627539061777985,0.01631230400188973,-7.882939461826344,-7.867781248846094
99,99,0.016302226130495368,0.01629304920176142,-7.881649163607323,-7.872910623992393
100,100,0.016325469704863337,0.016282066604808756,-7.874027970409621,-7.875839044239647
101,101,0.016262426108275493,0.016321576641578423,-7.8866474322542395,-7.86531322709787
102,102,0.016246217888655122,0.01630654391881667,-7.888557329139019,-7.869315069001864
103,103,0.016284975780116527,0.016284533531257982,-7.886275781129676,-7.875181086367635
104,104,0.016254328882571348,0.01627840748743007,-7.886292578774259,-7.8768151568652724
105,105,0.01628024231872915,0.016278250829169626,-7.881203685594176,-7.876856952197825
106,106,0.01633181228043185,0.01628360809072068,-7.871235257323617,-7.8754279004004735
107,107,0.016283563664663082,0.01627130674100236,-7.876324698478779,-7.878709990729698
108,108,0.016245447915316243,0.016293878225903762,-7.889039383108463,-7.872689651572542
109,109,0.016258270354922284,0.016293324039954888,-7.888798915405464,-7.872837365940657
110,110,0.016303256480503327,0.016316753370981468,-7.882120366758258,-7.866596822073118
111,111,0.016260832144888406,0.016289400917134787,-7.885992080669403,-7.873883190440036
112,112,0.016301661998648003,0.016303055625604957,-7.879676426072162,-7.87024421043264
113,113,0.016292518023977576,0.016304475647446356,-7.882538530876955,-7.869865949566996
114,114,0.01628554243709623,0.016292208756663297,-7.884223176392569,-7.873134652090624
115,115,0.016313519031193453,0.016262972678400968,-7.87354642706914,-7.880934990049417
116,116,0.016292277646740686,0.016304564907362585,-7.8828902978494835,-7.869842173897172
117,117,0.016274192572100877,0.016258054707003266,-7.887704272052877,-7.8822485081195275
118,118,0.016270907902994108,0.016292673388594074,-7.885016110513565,-7.873010798898356
119,119,0.016230219706278488,0.016299634387618618,-7.89232558859951,-7.871155684169068
120,120,0.016242179798788017,0.016312644963985996,-7.891622460911149,-7.867690472945046
121,121,0.01630094789506234,0.016273962578883295,-7.884471533031005,-7.8780011837275215
122,122,0.016233515532053624,0.016288133043991893,-7.885856245979548,-7.874221233405871
123,123,0.016258755564382395,0.01629263015561982,-7.885117387129644,-7.873022323015128
124,124,0.016284915608997197,0.01628464205484641,-7.880604963761143,-7.875152144157854
125,125,0.0162677441041955,0.01628928675659393,-7.882648141565609,-7.873913627082201
126,126,0.01626893843418544,0.01629024175436873,-7.881357171700741,-7.873659019183989
127,127,0.01625439687872056,0.016279963090231542,-7.887307609985089,-7.876400154700704
128,128,0.016227125017375676,0.016284472260035966,-7.891247211231049,-7.875197426905503
129,129,0.016303184586241075,0.016289911723058475,-7.885850679913199,-7.8737470057412065
130,130,0.016259515667622237,0.016289351900157175,-7.891322749378994,-7.873896258959273
131,131,0.016311444995022312,0.016258193277998975,-7.877155168300975,-7.882211492398145
132,132,0.01621621253794616,0.016308501362800598,-7.8972639406817615,-7.868793771475193
133,133,0.01623821734767599,0.01629095936292096,-7.887695929571477,-7.873467710439214
134,134,0.016275729446374263,0.016293513686641267,-7.883237117275872,-7.872786816384362
135,135,0.01626738879023139,0.016281997637921257,-7.880608478940772,-7.875857439940166
136,136,0.016231061497069512,0.01628435648193485,-7.890538448509653,-7.8752283041537074
137,137,0.01625262933408784,0.016274167911002512,-7.890038749746702,-7.877946388195496
138,138,0.01625574103642985,0.0162840135101425,-7.889120505992663,-7.875319773734104
139,139,0.016318523449842463,0.01627979858925468,-7.879424318405677,-7.8764440382323
