epoch,steps,MSE
0,1000,84.07506942749023
0,2000,78.03521156311035
0,3000,71.96857929229736
0,4000,67.61768460273743
0,5000,64.51131701469421
0,6000,62.18647360801697
0,7000,59.92228388786316
0,8000,58.797627687454224
0,9000,56.069713830947876
0,10000,55.26832342147827
0,11000,54.410409927368164
0,12000,53.71521711349487
0,13000,52.47560143470764
0,14000,51.878297328948975
0,15000,51.5424370765686
0,16000,51.05032920837402
0,17000,50.38222074508667
0,18000,50.082993507385254
0,19000,50.119954347610474
0,20000,49.462324380874634
0,21000,49.13240373134613
0,22000,49.09137785434723
0,23000,48.83787930011749
0,24000,48.3250230550766
0,25000,48.40947687625885
0,26000,48.41621816158295
0,27000,47.779422998428345
0,28000,47.960153222084045
0,29000,47.61400818824768
0,30000,47.379422187805176
0,31000,47.533026337623596
0,32000,47.019559144973755
0,33000,46.89050912857056
0,34000,46.97679281234741
0,35000,46.76513373851776
0,36000,46.50485813617706
0,37000,46.63257300853729
0,38000,46.46468460559845
0,39000,46.53390944004059
0,40000,45.966026186943054
0,41000,45.91892957687378
0,42000,46.02421820163727
0,43000,45.94023823738098
0,44000,45.66625356674194
0,45000,45.567819476127625
0,46000,45.484960079193115
0,47000,45.1343834400177
0,48000,45.44793665409088
0,49000,45.22795379161835
0,50000,45.10618448257446
0,51000,45.49701809883118
0,52000,44.89569664001465
0,53000,44.94214951992035
0,54000,45.04142999649048
0,55000,44.758445024490356
0,56000,44.789355993270874
0,57000,44.69713270664215
0,58000,44.795721769332886
0,59000,44.60803270339966
0,60000,44.52625513076782
0,61000,44.682249426841736
0,62000,44.32431757450104
0,63000,44.35718059539795
0,64000,44.195741415023804
0,65000,44.10850405693054
0,66000,44.222062826156616
0,67000,44.10417079925537
0,68000,44.045624136924744
0,69000,44.05137896537781
0,70000,43.85503828525543
0,71000,43.84317100048065
0,72000,43.70051622390747
0,73000,43.72013807296753
0,74000,44.11406219005585
0,75000,43.67973804473877
0,76000,43.46701204776764
0,77000,43.6357855796814
0,78000,43.42668354511261
0,79000,43.4872180223465
0,80000,43.44898164272308
0,81000,43.45130920410156
0,82000,43.18967163562775
0,83000,43.669694662094116
0,84000,43.32526624202728
0,85000,43.26940476894379
0,86000,43.087220191955566
0,87000,43.17808151245117
0,88000,43.13531517982483
0,89000,43.1725949048996
0,90000,42.88648068904877
0,91000,43.04223358631134
0,92000,43.13246011734009
0,93000,42.84787476062775
0,94000,42.78825521469116
0,95000,43.073296546936035
0,96000,43.03395450115204
0,97000,42.96060800552368
0,98000,42.54099130630493
0,99000,42.64715313911438
0,100000,42.78882145881653
0,101000,42.778971791267395
0,102000,42.643803358078
0,103000,42.53714084625244
0,104000,42.60849356651306
0,105000,42.602962255477905
0,106000,42.65929162502289
0,107000,42.71428883075714
0,108000,42.450493574142456
0,109000,42.61822700500488
0,110000,42.29999482631683
0,111000,42.356887459754944
0,112000,42.401596903800964
0,113000,42.31824576854706
0,114000,42.337143421173096
0,115000,42.327770590782166
0,116000,42.34202802181244
0,117000,42.23250448703766
0,118000,42.30227768421173
0,119000,42.218804359436035
0,120000,42.35265254974365
0,121000,42.108070850372314
0,122000,42.17608869075775
0,123000,42.29823350906372
0,124000,42.36035943031311
0,-1,42.28468835353851
1,1000,42.23998785018921
1,2000,42.02176630496979
1,3000,42.22192168235779
1,4000,42.06944406032562
1,5000,42.268306016922
1,6000,41.96654558181763
1,7000,42.195650935173035
1,8000,41.98241829872131
1,9000,42.12995171546936
1,10000,42.13702380657196
1,11000,42.09631681442261
1,12000,42.074909806251526
1,13000,41.80597364902496
1,14000,41.93090200424194
1,15000,41.92163348197937
1,16000,41.905561089515686
1,17000,41.859447956085205
1,18000,41.795846819877625
1,19000,41.937097907066345
1,20000,41.749125719070435
1,21000,41.938403248786926
1,22000,41.67239964008331
1,23000,41.54961705207825
1,24000,41.58279001712799
1,25000,41.58285856246948
1,26000,41.58923029899597
1,27000,42.065998911857605
1,28000,41.53929948806763
1,29000,41.45876467227936
1,30000,41.63801968097687
1,31000,41.60251319408417
1,32000,41.91533625125885
1,33000,41.88437759876251
1,34000,41.82905852794647
1,35000,41.813668608665466
1,36000,41.59179329872131
1,37000,41.755351424217224
1,38000,41.74313545227051
1,39000,41.476258635520935
1,40000,41.53761863708496
1,41000,41.687214374542236
1,42000,41.61640703678131
1,43000,41.27591848373413
1,44000,41.48131608963013
1,45000,41.56057834625244
1,46000,41.264817118644714
1,47000,41.457706689834595
1,48000,41.358718276023865
1,49000,41.52122139930725
1,50000,41.45060181617737
1,51000,41.35662019252777
1,52000,41.27185046672821
1,53000,41.16554260253906
1,54000,41.325438022613525
1,55000,41.51024520397186
1,56000,41.15179181098938
1,57000,41.24186336994171
1,58000,41.18242859840393
1,59000,41.31411015987396
1,60000,41.133472323417664
1,61000,41.24230742454529
1,62000,41.21778607368469
1,63000,41.147515177726746
1,64000,41.186583042144775
1,65000,41.39608144760132
1,66000,41.25674664974213
1,67000,41.19318723678589
1,68000,41.29973351955414
1,69000,41.195282340049744
1,70000,40.97176492214203
1,71000,41.11217260360718
1,72000,41.1864697933197
1,73000,41.277819871902466
1,74000,41.16514027118683
1,75000,41.08803868293762
1,76000,40.99929332733154
1,77000,41.13146960735321
1,78000,41.064342856407166
1,79000,41.090479493141174
1,80000,41.084229946136475
1,81000,40.87073802947998
1,82000,41.030701994895935
1,83000,41.06145203113556
1,84000,41.06834828853607
1,85000,41.01898968219757
1,86000,41.06128811836243
1,87000,40.995192527770996
1,88000,40.91082513332367
1,89000,40.98621904850006
1,90000,40.89907705783844
1,91000,40.872788429260254
1,92000,40.82975685596466
1,93000,40.9371942281723
1,94000,40.88635444641113
1,95000,40.78291356563568
1,96000,40.88044464588165
1,97000,41.02080464363098
1,98000,40.813350677490234
1,99000,40.746137499809265
1,100000,40.90313017368317
1,101000,40.88227450847626
1,102000,41.012734174728394
1,103000,40.73030948638916
1,104000,40.84565341472626
1,105000,40.75416922569275
1,106000,40.94128608703613
1,107000,40.91256260871887
1,108000,40.75608253479004
1,109000,41.005632281303406
1,110000,40.747809410095215
1,111000,40.79184830188751
1,112000,40.65587520599365
1,113000,40.71594476699829
1,114000,40.79387187957764
1,115000,40.74244797229767
1,116000,40.63150882720947
1,117000,40.61669111251831
1,118000,40.64452648162842
1,119000,40.543508529663086
1,120000,40.79793393611908
1,121000,40.64359366893768
1,122000,40.49652814865112
1,123000,40.59682786464691
1,124000,40.488019585609436
1,-1,40.491700172424316
2,1000,40.50708711147308
2,2000,40.65275490283966
2,3000,40.75619578361511
2,4000,40.596020221710205
2,5000,40.37427008152008
2,6000,40.406015515327454
2,7000,40.51167666912079
2,8000,40.40685296058655
2,9000,40.47116935253143
2,10000,40.484222769737244
2,11000,40.40572643280029
2,12000,40.36249220371246
2,13000,40.46095311641693
2,14000,40.495964884757996
2,15000,40.39740562438965
2,16000,40.31015634536743
2,17000,40.35781919956207
2,18000,40.30625820159912
2,19000,40.42367935180664
2,20000,40.251731872558594
2,21000,40.28629958629608
2,22000,40.293821692466736
2,23000,40.33089876174927
2,24000,40.33181965351105
2,25000,40.10261595249176
2,26000,40.24272263050079
2,27000,40.40541648864746
2,28000,40.140774846076965
2,29000,40.166065096855164
2,30000,40.20485579967499
2,31000,40.337637066841125
2,32000,40.19481539726257
2,33000,40.27188420295715
2,34000,40.06835222244263
2,35000,40.354183316230774
2,36000,40.182316303253174
2,37000,40.28649628162384
2,38000,40.27230739593506
2,39000,40.33799469470978
2,40000,40.06912112236023
2,41000,40.21205008029938
2,42000,40.23379683494568
2,43000,40.125060081481934
2,44000,40.16902446746826
2,45000,40.126028656959534
2,46000,40.23405909538269
2,47000,40.22948443889618
2,48000,40.27175009250641
2,49000,40.17893671989441
2,50000,40.00674486160278
2,51000,40.16886651515961
2,52000,40.261006355285645
2,53000,40.14786779880524
2,54000,40.23207426071167
2,55000,40.16067087650299
2,56000,40.1384174823761
2,57000,39.99991714954376
2,58000,39.967721700668335
2,59000,40.063512325286865
2,60000,40.003758668899536
2,61000,40.08534252643585
2,62000,40.075695514678955
2,63000,40.07858633995056
2,64000,40.21605849266052
2,65000,39.902570843696594
2,66000,40.12113809585571
2,67000,40.03523886203766
2,68000,39.94123041629791
2,69000,40.000829100608826
2,70000,39.78113234043121
2,71000,39.9014413356781
2,72000,40.033844113349915
2,73000,40.026840567588806
2,74000,40.08832275867462
2,75000,39.91912603378296
2,76000,39.97164964675903
2,77000,39.95475471019745
2,78000,39.92728590965271
2,79000,40.013670921325684
2,80000,39.88012969493866
2,81000,39.781346917152405
2,82000,39.899590611457825
2,83000,39.908528327941895
2,84000,39.77210521697998
2,85000,39.91462588310242
2,86000,39.824461936950684
2,87000,39.71871733665466
2,88000,39.812567830085754
2,89000,39.77058529853821
2,90000,39.691925048828125
2,91000,39.71402645111084
2,92000,39.821264147758484
2,93000,39.93256688117981
2,94000,39.79561626911163
2,95000,40.02288579940796
2,96000,39.96942937374115
2,97000,39.968448877334595
2,98000,39.818063378334045
2,99000,39.65499997138977
2,100000,39.67955410480499
2,101000,39.61856961250305
2,102000,39.61594998836517
2,103000,39.68394100666046
2,104000,39.54137861728668
2,105000,39.561864733695984
2,106000,39.63411748409271
2,107000,39.58912491798401
2,108000,39.57240879535675
2,109000,39.56747353076935
2,110000,39.5595520734787
2,111000,39.61474895477295
2,112000,39.44402635097504
2,113000,39.5663321018219
2,114000,39.66905176639557
2,115000,39.52745199203491
2,116000,39.628684520721436
2,117000,39.52375054359436
2,118000,39.49715495109558
2,119000,39.50909674167633
2,120000,39.4650012254715
2,121000,39.41571116447449
2,122000,39.62986767292023
2,123000,39.58873748779297
2,124000,39.46036398410797
2,-1,39.56408202648163
3,1000,39.513421058654785
3,2000,39.42685425281525
3,3000,39.5105242729187
3,4000,39.56412076950073
3,5000,39.49190378189087
3,6000,39.458584785461426
3,7000,39.37406241893768
3,8000,39.32467997074127
3,9000,39.39921855926514
3,10000,39.363449811935425
3,11000,39.42361772060394
3,12000,39.48632776737213
3,13000,39.48832452297211
3,14000,39.34338390827179
3,15000,39.49161469936371
3,16000,39.52447772026062
3,17000,39.33071494102478
3,18000,39.41969573497772
3,19000,39.480334520339966
3,20000,39.46302831172943
3,21000,39.515531063079834
3,22000,39.66062068939209
3,23000,39.36133086681366
3,24000,39.377573132514954
3,25000,39.47312533855438
3,26000,39.44873809814453
3,27000,39.41079378128052
3,28000,39.43775296211243
3,29000,39.53648805618286
3,30000,39.537397027015686
3,31000,39.559489488601685
3,32000,39.40142095088959
3,33000,39.35766816139221
3,34000,39.429354667663574
3,35000,39.51636850833893
3,36000,39.31414484977722
3,37000,39.41679000854492
3,38000,39.487117528915405
3,39000,39.42616283893585
3,40000,39.421117305755615
3,41000,39.353081583976746
3,42000,39.488473534584045
3,43000,39.495494961738586
3,44000,39.45966064929962
3,45000,39.3296480178833
3,46000,39.48521018028259
3,47000,39.38327431678772
3,48000,39.42135572433472
3,49000,39.27353620529175
3,50000,39.30829167366028
3,51000,39.26837146282196
3,52000,39.290472865104675
3,53000,39.33369219303131
3,54000,39.35230374336243
3,55000,39.27829563617706
3,56000,39.183399081230164
3,57000,39.0817254781723
3,58000,39.21269774436951
3,59000,39.271196722984314
3,60000,39.31862413883209
3,61000,39.252278208732605
3,62000,39.43532705307007
3,63000,39.374229311943054
3,64000,39.303722977638245
3,65000,39.27390277385712
3,66000,39.29746150970459
3,67000,39.21610414981842
3,68000,39.16403949260712
3,69000,39.303797483444214
3,70000,39.26190733909607
3,71000,39.39150273799896
3,72000,39.261195063591
3,73000,39.23987150192261
3,74000,39.17209804058075
3,75000,39.25609290599823
3,76000,39.18258547782898
3,77000,39.388132095336914
3,78000,39.32965099811554
3,79000,39.21053111553192
3,80000,39.29978907108307
3,81000,39.176538586616516
3,82000,39.36706781387329
3,83000,39.30259644985199
3,84000,39.20104205608368
3,85000,39.20655846595764
3,86000,39.306917786598206
3,87000,39.35064971446991
3,88000,39.20246362686157
3,89000,39.35021758079529
3,90000,39.197975397109985
3,91000,39.126330614089966
3,92000,39.20900821685791
3,93000,39.20370042324066
3,94000,39.15278911590576
3,95000,39.22093212604523
3,96000,39.17466104030609
3,97000,39.22703564167023
3,98000,39.243730902671814
3,99000,39.119553565979004
3,100000,39.022937417030334
3,101000,39.13732469081879
3,102000,39.10079598426819
3,103000,39.254969358444214
3,104000,39.15197253227234
3,105000,39.14792835712433
3,106000,39.16624188423157
3,107000,39.03155028820038
3,108000,39.15640711784363
3,109000,39.04619514942169
3,110000,39.05688524246216
3,111000,39.023301005363464
3,112000,39.01301622390747
3,113000,38.97149860858917
3,114000,39.073485136032104
3,115000,39.0424370765686
3,116000,39.04235661029816
3,117000,39.049866795539856
3,118000,39.08955454826355
3,119000,38.9596164226532
3,120000,38.966235518455505
3,121000,38.97741734981537
3,122000,38.9744371175766
3,123000,39.10355567932129
3,124000,39.14123475551605
3,-1,39.098042249679565
4,1000,38.996872305870056
4,2000,39.04575705528259
4,3000,38.987964391708374
4,4000,39.005112648010254
4,5000,38.99310827255249
4,6000,39.10118043422699
4,7000,39.065444469451904
4,8000,38.993704319000244
4,9000,38.92931938171387
4,10000,38.958051800727844
4,11000,38.85643482208252
4,12000,38.868629932403564
4,13000,38.825660943984985
4,14000,38.865092396736145
4,15000,38.79231512546539
4,16000,38.82300853729248
4,17000,38.862475752830505
4,18000,38.81527483463287
4,19000,38.91778588294983
4,20000,38.867804408073425
4,21000,38.76426815986633
4,22000,38.84951174259186
4,23000,38.90850841999054
4,24000,38.885217905044556
4,25000,38.86994123458862
4,26000,38.867101073265076
4,27000,38.8253778219223
4,28000,38.835129141807556
4,29000,38.766273856163025
4,30000,38.79310190677643
4,31000,38.843390345573425
4,32000,38.853293657302856
4,33000,38.83904218673706
4,34000,38.7994110584259
4,35000,38.81475329399109
4,36000,38.82586359977722
4,37000,38.84555399417877
4,38000,38.8303279876709
4,39000,38.82710933685303
4,40000,38.810062408447266
4,41000,38.82398307323456
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