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faust group
faust
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d881a580
Commit
d881a580
authored
8 years ago
by
Nicolas Bellot
Committed by
hhakim
2 years ago
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fichier inutile
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2b44543d
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misc/test/src/MEG_fact_output_cpu_double.log
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misc/test/src/MEG_fact_output_cpu_double.log
misc/test/src/MEG_fact_output_gpu_double.log
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misc/test/src/MEG_fact_output_gpu_double.log
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misc/test/src/MEG_fact_output_cpu_double.log
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2b44543d
floating point precision == double
NFACTS : 6
VERBOSE : 1
UPDATEWAY : 0
INIT_LAMBDA : 1
ISFACTSIDELEFT : 0
ISCONSTANTSTEPSIZE : 0
step_size : 1e-16
data : nbRow 8193 NbCol : 204
stop_crit_2facts : 200
stop_crit_global : 200
CONSTRAINT : 5
FACTORS :
type_cont : INT CONSTRAINT_NAME_SPLIN nb_row :8193 nb_col :204 parameter :15
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :1632
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :1632
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :1632
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :1632
RESIDUUMS :
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :41616
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :46610
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :37288
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :29830
type_cont : INT CONSTRAINT_NAME_SP nb_row :204 nb_col :204 parameter :23864
launch
hierarchical_fact<T>::compute_facts : factorization 1/5
Iter 0, RMSE=0.000736788
Lambda 0.75986861970392660659
Iter 1, RMSE=3.3257978925981946229e-05
Lambda 0.77494153450115721427
Iter 2, RMSE=1.9973387632990572934e-05
Lambda 0.74675562889297397717
Iter 3, RMSE=1.7101859197864786557e-05
Lambda 0.7246927288511129106
Iter 4, RMSE=1.5455557588398650742e-05
Lambda 0.70719755007788576151
Iter 5, RMSE=1.4334494838523413688e-05
Lambda 0.69274683012264115511
Iter 6, RMSE=1.3505268608312454094e-05
Lambda 0.68050354361355092081
Iter 7, RMSE=1.2857110055499877186e-05
Lambda 0.669948122699546178
Iter 8, RMSE=1.2331330608210817247e-05
Lambda 0.66071518221044078789
Iter 9, RMSE=1.1891599417088567986e-05
Lambda 0.65255024798724536872
Iter 10, RMSE=1.151598069280569625e-05
Lambda 0.64525547123751725298
Iter 11, RMSE=1.1188623274819029457e-05
Lambda 0.63868837221259633363
Iter 12, RMSE=1.0900528916059244383e-05
Lambda 0.63272523704888972151
Iter 13, RMSE=1.064304141092993002e-05
Lambda 0.62728423906337349436
Iter 14, RMSE=1.0411310151174041379e-05
Lambda 0.62228785535225639158
Iter 15, RMSE=1.0200329935672667239e-05
Lambda 0.61768042714913118374
Iter 16, RMSE=1.0007026710466953784e-05
Lambda 0.61341287187624882193
Iter 17, RMSE=9.8283927393212091022e-06
Lambda 0.60944757684490824534
Iter 18, RMSE=9.6619333938144366723e-06
Lambda 0.60574927545643186821
Iter 19, RMSE=9.5072982589788014623e-06
Lambda 0.60228680636000286874
Iter 20, RMSE=9.3622623544853292803e-06
Lambda 0.59903958396296763667
Iter 21, RMSE=9.2263150180924351446e-06
Lambda 0.59598245709049602059
Iter 22, RMSE=9.09803193860582633e-06
Lambda 0.5931012389436014498
Iter 23, RMSE=8.976238001551216665e-06
Lambda 0.59037746763455534182
Iter 24, RMSE=8.8603767309035528989e-06
Lambda 0.58779970157281580256
Iter 25, RMSE=8.7498727311156879118e-06
Lambda 0.58535619502882973997
Iter 26, RMSE=8.6440635135189500395e-06
Lambda 0.58303519028457029272
Iter 27, RMSE=8.5426396431348036834e-06
Lambda 0.58082830768941395849
Iter 28, RMSE=8.4454890581445755872e-06
Lambda 0.57872648909451951393
Iter 29, RMSE=8.3522059126370108148e-06
Lambda 0.57671910898758771413
Iter 30, RMSE=8.2620497916557006309e-06
Lambda 0.57480277853477457217
Iter 31, RMSE=8.1754805398736184912e-06
Lambda 0.57296862859509145594
Iter 32, RMSE=8.0922449449724825308e-06
Lambda 0.57121072866921052125
Iter 33, RMSE=8.0106329061247473581e-06
Lambda 0.56952999286211802854
Iter 34, RMSE=7.9319524943878151721e-06
Lambda 0.56791348383178108516
Iter 35, RMSE=7.8549181322944024831e-06
Lambda 0.56636000430126276495
Iter 36, RMSE=7.7801643889148240142e-06
Lambda 0.56486607571489833024
Iter 37, RMSE=7.7080027809066438047e-06
Lambda 0.56342764406770107222
Iter 38, RMSE=7.6378321561488560096e-06
Lambda 0.562045312375454853
Iter 39, RMSE=7.569878291457096526e-06
Lambda 0.5607098096004768939
Iter 40, RMSE=7.5036997720852422839e-06
Lambda 0.55942121595804272793
Iter 41, RMSE=7.4394981074260453974e-06
Lambda 0.558173842438078327
Iter 42, RMSE=7.3773030043256290739e-06
Lambda 0.55696706199948498028
Iter 43, RMSE=7.3163045694439203309e-06
Lambda 0.55580208514965279143
Iter 44, RMSE=7.2572104406391570004e-06
Lambda 0.55467121282201337085
Iter 45, RMSE=7.1994717863140673164e-06
Lambda 0.55357445412583083932
Iter 46, RMSE=7.1433697071663314259e-06
Lambda 0.55251088691588079449
Iter 47, RMSE=7.0885809142575846226e-06
Lambda 0.55147843071141422477
Iter 48, RMSE=7.0347970180416731248e-06
Lambda 0.55047804265736355323
Iter 49, RMSE=6.9825357956605239106e-06
Lambda 0.54950364042141186527
Iter 50, RMSE=6.9313978434408494604e-06
Lambda 0.54855882061327110311
Iter 51, RMSE=6.880203719176594767e-06
Lambda 0.54764436194548948844
Iter 52, RMSE=6.830463345079931525e-06
Lambda 0.54675357965065052301
Iter 53, RMSE=6.7818839076814096191e-06
Lambda 0.54588825669864637913
Iter 54, RMSE=6.7340793862339547439e-06
Lambda 0.54504635201274853618
Iter 55, RMSE=6.6873027359141600783e-06
Lambda 0.54422469564694497812
Iter 56, RMSE=6.6416077760147581842e-06
Lambda 0.54342472033389399577
Iter 57, RMSE=6.596729187980703196e-06
Lambda 0.54264543660555453197
Iter 58, RMSE=6.5529809293343191867e-06
Lambda 0.54188469595835919712
Iter 59, RMSE=6.5105399820468791956e-06
Lambda 0.54114039656094381492
Iter 60, RMSE=6.4673936037568797286e-06
Lambda 0.54042069975876050325
Iter 61, RMSE=6.4251046039127444691e-06
Lambda 0.53971908680020819205
Iter 62, RMSE=6.3837000120720240702e-06
Lambda 0.53903500343361576697
Iter 63, RMSE=6.3429987785815936747e-06
Lambda 0.53836767677207975069
Iter 64, RMSE=6.3033899364010722097e-06
Lambda 0.53771448096189822241
Iter 65, RMSE=6.2647273776373846923e-06
Lambda 0.53707518651517893726
Iter 66, RMSE=6.2263943549688488473e-06
Lambda 0.5364534259210893552
Iter 67, RMSE=6.1884635253867373005e-06
Lambda 0.53584615917768940729
Iter 68, RMSE=6.1514623316650810978e-06
Lambda 0.53525081158603449172
Iter 69, RMSE=6.1156170208753508023e-06
Lambda 0.53466603799242473638
Iter 70, RMSE=6.0806900939619512071e-06
Lambda 0.53409487392664178884
Iter 71, RMSE=6.046337582065132797e-06
Lambda 0.53353658470642317813
Iter 72, RMSE=6.0121483974794779433e-06
Lambda 0.53299171190630312278
Iter 73, RMSE=5.9781985882957019114e-06
Lambda 0.53245958428675588259
Iter 74, RMSE=5.9452615823583993752e-06
Lambda 0.53193569996022826984
Iter 75, RMSE=5.9131891799656465824e-06
Lambda 0.53142157426896075023
Iter 76, RMSE=5.8818063133359049815e-06
Lambda 0.5309183782115970418
Iter 77, RMSE=5.8511655008316963418e-06
Lambda 0.53042545427821918835
Iter 78, RMSE=5.8208354848001130381e-06
Lambda 0.52994489569875458113
Iter 79, RMSE=5.7910982516752792596e-06
Lambda 0.52947320880900439199
Iter 80, RMSE=5.7618240957880679056e-06
Lambda 0.52901202820554438233
Iter 81, RMSE=5.7329423412096490762e-06
Lambda 0.52856048239741337813
Iter 82, RMSE=5.7044293323237724806e-06
Lambda 0.52811909905703835477
Iter 83, RMSE=5.6759973564450697509e-06
Lambda 0.52768781951477206071
Iter 84, RMSE=5.6470727685815626614e-06
Lambda 0.52726553168087020307
Iter 85, RMSE=5.6189443688612407705e-06
Lambda 0.52684924523244014427
Iter 86, RMSE=5.5916126850140786663e-06
Lambda 0.52644084998945750442
Iter 87, RMSE=5.564840316124146007e-06
Lambda 0.52604048270334424764
Iter 88, RMSE=5.5386209127506383213e-06
Lambda 0.52564791088552287324
Iter 89, RMSE=5.512983943355343318e-06
Lambda 0.52526216642912404442
Iter 90, RMSE=5.4876253550508342091e-06
Lambda 0.52488517145316593293
Iter 91, RMSE=5.4625475712276033493e-06
Lambda 0.5245157095034990169
Iter 92, RMSE=5.4378118643423297403e-06
Lambda 0.52415316583806492723
Iter 93, RMSE=5.4134762404272206797e-06
Lambda 0.52379665548805232067
Iter 94, RMSE=5.3894119577596044115e-06
Lambda 0.52344798113145163398
Iter 95, RMSE=5.3654255682422691173e-06
Lambda 0.52310748528311024064
Iter 96, RMSE=5.3417870959207838159e-06
Lambda 0.5227729115606296606
Iter 97, RMSE=5.3184686733197474812e-06
Lambda 0.52244524487167320892
Iter 98, RMSE=5.2954745253345104368e-06
Lambda 0.52212192445878813363
Iter 99, RMSE=5.272725594533846563e-06
Lambda 0.52180518685678678459
Iter 100, RMSE=5.2502006383787898789e-06
Lambda 0.52149443181629961952
Iter 101, RMSE=5.2278507936261437702e-06
Lambda 0.52118965766608993384
Iter 102, RMSE=5.2056649662984234221e-06
Lambda 0.52089232395034323897
Iter 103, RMSE=5.1840196005319364722e-06
Lambda 0.52059832018100704598
Iter 104, RMSE=5.1627214892233279169e-06
Lambda 0.52031003599543135252
Iter 105, RMSE=5.14145630858264192e-06
Lambda 0.52002819242373243824
Iter 106, RMSE=5.1202052994236456145e-06
Lambda 0.51975197321350985469
Iter 107, RMSE=5.0992967125100836299e-06
Lambda 0.51948011569776653129
Iter 108, RMSE=5.0785013945567779781e-06
Lambda 0.51921482496904569626
Iter 109, RMSE=5.0579205101320807734e-06
Lambda 0.51895403373479720432
Iter 110, RMSE=5.0375906472033255053e-06
Lambda 0.51869802017177812914
Iter 111, RMSE=5.0174938280535857208e-06
Lambda 0.51844785580634944466
Iter 112, RMSE=4.9976823410239911729e-06
Lambda 0.51820260985952282251
Iter 113, RMSE=4.9781591528700409999e-06
Lambda 0.51796201693798371579
Iter 114, RMSE=4.958836739411187309e-06
Lambda 0.51772612941665796527
Iter 115, RMSE=4.9397069783881079709e-06
Lambda 0.51749519303989133245
Iter 116, RMSE=4.920709788729980293e-06
Lambda 0.51726920891410099745
Iter 117, RMSE=4.9017454503131526611e-06
Lambda 0.51704789760584768388
Iter 118, RMSE=4.8827908388914124767e-06
Lambda 0.51683124902308752446
Iter 119, RMSE=4.8637236127963280846e-06
Lambda 0.51661970203779328248
Iter 120, RMSE=4.8448772585519142437e-06
Lambda 0.51641248227244618274
Iter 121, RMSE=4.8262606699672593323e-06
Lambda 0.51620841172803066943
Iter 122, RMSE=4.8078982310890191337e-06
Lambda 0.51600872095549110696
Iter 123, RMSE=4.7898323544918564875e-06
Lambda 0.51581337076424016441
Iter 124, RMSE=4.7718421199919846331e-06
Lambda 0.51562283141986398061
Iter 125, RMSE=4.7540927414388399011e-06
Lambda 0.51543490853303941535
Iter 126, RMSE=4.7365074245417293703e-06
Lambda 0.5152510464292527903
Iter 127, RMSE=4.7190066523149971933e-06
Lambda 0.51507034557868558444
Iter 128, RMSE=4.7017283648231349681e-06
Lambda 0.51489299448638570222
Iter 129, RMSE=4.6845747851781034134e-06
Lambda 0.5147195208660174659
Iter 130, RMSE=4.6673656704242311248e-06
Lambda 0.51455108294870532948
Iter 131, RMSE=4.6503383043161747461e-06
Lambda 0.51438391918397674551
Iter 132, RMSE=4.63357248285641967e-06
Lambda 0.51422063978887000424
Iter 133, RMSE=4.6169558246207530289e-06
Lambda 0.51406086523007776812
Iter 134, RMSE=4.600574777511602744e-06
Lambda 0.51390424322122718603
Iter 135, RMSE=4.5843471454499173381e-06
Lambda 0.51375076552880993841
Iter 136, RMSE=4.5684328710710589487e-06
Lambda 0.51360042204442923897
Iter 137, RMSE=4.5526155007466393668e-06
Lambda 0.51345422600926327039
Iter 138, RMSE=4.5369564159883763905e-06
Lambda 0.51331027552968011562
Iter 139, RMSE=4.5214775002028372293e-06
Lambda 0.51316933980604617638
Iter 140, RMSE=4.5061636208044558908e-06
Lambda 0.51303186522929955515
Iter 141, RMSE=4.4909396193002116635e-06
Lambda 0.51289789122471718397
Iter 142, RMSE=4.4756034190963946682e-06
Lambda 0.51276856270413795347
Iter 143, RMSE=4.4603977966916394027e-06
Lambda 0.51264062233002405389
Iter 144, RMSE=4.4453347275471992754e-06
Lambda 0.51251566589850583444
Iter 145, RMSE=4.4305359230133349995e-06
Lambda 0.51239300230312845308
Iter 146, RMSE=4.4156200849493072291e-06
Lambda 0.51227427199352992826
Iter 147, RMSE=4.4008793132320720993e-06
Lambda 0.51215737089135437987
Iter 148, RMSE=4.3862922106913933439e-06
Lambda 0.512043446027863558
Iter 149, RMSE=4.3718658239521834323e-06
Lambda 0.51193161285684607442
Iter 150, RMSE=4.3573946686042060939e-06
Lambda 0.51182250890221747675
Iter 151, RMSE=4.3431043908895065832e-06
Lambda 0.51171574768020766655
Iter 152, RMSE=4.3289471396860384204e-06
Lambda 0.51161203238561858697
Iter 153, RMSE=4.3148620406529882021e-06
Lambda 0.51151152425351320563
Iter 154, RMSE=4.3008921607739468361e-06
Lambda 0.51141352985429655575
Iter 155, RMSE=4.287187011546686718e-06
Lambda 0.51131727141556371219
Iter 156, RMSE=4.273579930871739079e-06
Lambda 0.51122404161094947561
Iter 157, RMSE=4.2599087412988102672e-06
Lambda 0.51113464231087513134
Iter 158, RMSE=4.2462655228056701915e-06
Lambda 0.51104749772396973473
Iter 159, RMSE=4.2327473938167180749e-06
Lambda 0.5109620471004442388
Iter 160, RMSE=4.2193771330246119749e-06
Lambda 0.51087860502973092558
Iter 161, RMSE=4.2060905197241761871e-06
Lambda 0.51079752402395728339
Iter 162, RMSE=4.1928803478036598672e-06
Lambda 0.51071828741638292115
Iter 163, RMSE=4.1797338270313960954e-06
Lambda 0.51064184120940780964
Iter 164, RMSE=4.1667365281485642904e-06
Lambda 0.51056643851325600458
Iter 165, RMSE=4.1535617442205170449e-06
Lambda 0.5104941965067345544
Iter 166, RMSE=4.1406452077602798201e-06
Lambda 0.51042239469550976239
Iter 167, RMSE=4.1277694131573308686e-06
Lambda 0.5103535716980284187
Iter 168, RMSE=4.1150588365874249356e-06
Lambda 0.51028623155369390307
Iter 169, RMSE=4.1023296932631050758e-06
Lambda 0.51022203224611428762
Iter 170, RMSE=4.0898095093038898829e-06
Lambda 0.51015846493916094939
Iter 171, RMSE=4.0773726117515901054e-06
Lambda 0.5100974421500028555
Iter 172, RMSE=4.0651567977069789494e-06
Lambda 0.51003769545172839006
Iter 173, RMSE=4.0531573130230198729e-06
Lambda 0.5099799734426884168
Iter 174, RMSE=4.041294937501198197e-06
Lambda 0.50992347214591104976
Iter 175, RMSE=4.0293991835660941585e-06
Lambda 0.50986950911390349628
Iter 176, RMSE=4.0175222037158388091e-06
Lambda 0.50981738222356753898
Iter 177, RMSE=4.0056028500956081988e-06
Lambda 0.50976825865886254974
Iter 178, RMSE=3.9938452958892070067e-06
Lambda 0.50971982878098720526
Iter 179, RMSE=3.9822128843549350826e-06
Lambda 0.50967263356504366456
Iter 180, RMSE=3.9707026522219309288e-06
Lambda 0.50962650887884453077
Iter 181, RMSE=3.959243454987767059e-06
Lambda 0.50958265576348293902
Iter 182, RMSE=3.9479131160177991994e-06
Lambda 0.50953974866636109198
Iter 183, RMSE=3.9367128801698937025e-06
Lambda 0.50949768754959734451
Iter 184, RMSE=3.9256076839807881024e-06
Lambda 0.50945727190191159028
Iter 185, RMSE=3.9145017020300146055e-06
Lambda 0.50941850638097330162
Iter 186, RMSE=3.9035468063172559176e-06
Lambda 0.50938013648272273404
Iter 187, RMSE=3.8925585408378906701e-06
Lambda 0.50934403900753388861
Iter 188, RMSE=3.8816651177021505273e-06
Lambda 0.50930871832957735901
Iter 189, RMSE=3.8709404499119793569e-06
Lambda 0.50927406201743197212
Iter 190, RMSE=3.8602576841039109724e-06
Lambda 0.50924122104203095596
Iter 191, RMSE=3.8496117407967608845e-06
Lambda 0.50921027132244878199
Iter 192, RMSE=3.8389285081115536762e-06
Lambda 0.50918090564217677318
Iter 193, RMSE=3.8283877945233774591e-06
Lambda 0.50915242309072450411
Iter 194, RMSE=3.8180280217137874826e-06
Lambda 0.50912476513336857309
Iter 195, RMSE=3.8078553210609033892e-06
Lambda 0.50909796878016411181
Iter 196, RMSE=3.7976464666803665762e-06
Lambda 0.50907346398016972699
Iter 197, RMSE=3.7876448270739091708e-06
Lambda 0.50904978046169568895
Iter 198, RMSE=3.7776520792640542357e-06
Lambda 0.50902803306373456405
Iter 199, RMSE=3.7677024237387210942e-06
Lambda 0.5090072571680211988
Iter 0, RMSE=3.7578436025371499952e-06
Lambda 0.50898763109815436945
Iter 1, RMSE=3.7480670924864584435e-06
Lambda 0.50896910707101894467
Iter 2, RMSE=3.7384660747993604939e-06
Lambda 0.50895105677374741227
Iter 3, RMSE=3.7288058744163473034e-06
Lambda 0.50893529356405931008
Iter 4, RMSE=3.7192776417823596607e-06
Lambda 0.50891969555590454988
Iter 5, RMSE=3.7097292996260449213e-06
Lambda 0.50890559468723028935
Iter 6, RMSE=3.7002631659448572734e-06
Lambda 0.50889187382470346677
Iter 7, RMSE=3.6908104467726497726e-06
Lambda 0.50887967828128488623
Iter 8, RMSE=3.6814559725988774782e-06
Lambda 0.50886857425100251451
Iter 9, RMSE=3.672188407520352828e-06
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Iter 10, RMSE=3.662985898415237364e-06
Lambda 0.50884897784554694589
Iter 11, RMSE=3.6538687856351531887e-06
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Iter 12, RMSE=3.6447184331553380823e-06
Lambda 0.50883254547209921803
Iter 13, RMSE=3.6356823407461031217e-06
Lambda 0.5088252779833053463
Iter 14, RMSE=3.6267362850858456835e-06
Lambda 0.50881868829801357723
Iter 15, RMSE=3.6179087253496233403e-06
Lambda 0.50881289300648091523
Iter 16, RMSE=3.6092154335332259528e-06
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Iter 17, RMSE=3.6006449938867002815e-06
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Iter 18, RMSE=3.5921256028151665088e-06
Lambda 0.50880059357497720018
Iter 19, RMSE=3.5835915409892939284e-06
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Iter 20, RMSE=3.5751715594458700389e-06
Lambda 0.50879651901685829518
Iter 21, RMSE=3.5667557254233865611e-06
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Iter 22, RMSE=3.5583038376637724278e-06
Lambda 0.5087969964210951046
Iter 23, RMSE=3.5499847065517065457e-06
Lambda 0.50879789863991842225
Iter 24, RMSE=3.5417372860127544673e-06
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Iter 25, RMSE=3.5335810351713444517e-06
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Iter 26, RMSE=3.5253862526909140295e-06
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Iter 27, RMSE=3.51725956822320891e-06
Lambda 0.50880703257614634527
Iter 28, RMSE=3.5092733616388604584e-06
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Iter 29, RMSE=3.5013885200814018975e-06
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Iter 30, RMSE=3.4935925785578455949e-06
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Iter 31, RMSE=3.4859481110452888205e-06
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Iter 32, RMSE=3.4783604067905707537e-06
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Iter 33, RMSE=3.4707647730473913751e-06
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Iter 34, RMSE=3.4632284247493856358e-06
Lambda 0.50884600528745094206
Iter 35, RMSE=3.4557040234355584129e-06
Lambda 0.50885460029985751795
Iter 36, RMSE=3.4481622077553078482e-06
Lambda 0.50886416437477222097
Iter 37, RMSE=3.4407471763421771395e-06
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Iter 38, RMSE=3.4334156411687513161e-06
Lambda 0.5088842870375068772
Iter 39, RMSE=3.4261950705925652163e-06
Lambda 0.50889534125848523427
Iter 40, RMSE=3.4189460267406497216e-06
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Iter 41, RMSE=3.41169733544240706e-06
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Iter 42, RMSE=3.4044046769588552588e-06
Lambda 0.50893373904334016089
Iter 43, RMSE=3.3972060040400333459e-06
Lambda 0.50894749290001972675
Iter 44, RMSE=3.3900404798456905367e-06
Lambda 0.50896164992567749508
Iter 45, RMSE=3.3828530579755550682e-06
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Iter 46, RMSE=3.3757209402706997363e-06
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Iter 47, RMSE=3.3685959682357474939e-06
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Iter 48, RMSE=3.3615649921110144569e-06
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Iter 50, RMSE=3.3477381626987990997e-06
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Iter 51, RMSE=3.3409830063541078893e-06
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Iter 52, RMSE=3.3343186605707679881e-06
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Iter 54, RMSE=3.3210991068592041683e-06
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Iter 55, RMSE=3.3145632557796279753e-06
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Iter 56, RMSE=3.3080273275220154478e-06
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Iter 57, RMSE=3.3015320158408375906e-06
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Iter 58, RMSE=3.2949638180575267107e-06
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Iter 59, RMSE=3.2884251477198407766e-06
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Iter 60, RMSE=3.2818945700574875661e-06
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Iter 61, RMSE=3.2754820010469494001e-06
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Iter 63, RMSE=3.2628402144786124679e-06
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Iter 64, RMSE=3.2566451270887569697e-06
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Iter 65, RMSE=3.2505106866399626752e-06
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Iter 68, RMSE=3.2322625848657394214e-06
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Iter 70, RMSE=3.2201529701354761102e-06
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Iter 71, RMSE=3.2142657727305754571e-06
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Iter 72, RMSE=3.2084229032276191687e-06
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Iter 73, RMSE=3.2026228546548421744e-06
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Iter 74, RMSE=3.1968510388130117588e-06
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Iter 75, RMSE=3.191144514879186466e-06
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Iter 77, RMSE=3.179644770540167311e-06
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Iter 78, RMSE=3.1739862029519859891e-06
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Iter 80, RMSE=3.162809091086107326e-06
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Iter 81, RMSE=3.157280476225178778e-06
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Iter 82, RMSE=3.1518352914247017401e-06
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Iter 83, RMSE=3.1463548920719485844e-06
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Iter 90, RMSE=3.1100333301804526064e-06
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Iter 93, RMSE=3.0950454969951187489e-06
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Iter 100, RMSE=3.0613177139328611096e-06
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Iter 101, RMSE=3.0565294257013777895e-06
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Iter 102, RMSE=3.0517629256348747264e-06
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Iter 103, RMSE=3.0470414241063108176e-06
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Iter 142, RMSE=2.8880471731744718916e-06
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Iter 143, RMSE=2.8845090548789488267e-06
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Iter 144, RMSE=2.8809326957708363368e-06
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Iter 150, RMSE=2.8595657023281778353e-06
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Iter 151, RMSE=2.8560513990356465881e-06
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Iter 152, RMSE=2.8525772424358584236e-06
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Iter 157, RMSE=2.835616455306248661e-06
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Iter 158, RMSE=2.8322850921602434891e-06
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Iter 159, RMSE=2.8289689051610714723e-06
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Iter 160, RMSE=2.8256621002333038495e-06
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Iter 162, RMSE=2.8190990896078895153e-06
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Iter 170, RMSE=2.7932050906797234383e-06
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Iter 171, RMSE=2.7900644055026443083e-06
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Iter 174, RMSE=2.7808285459608100287e-06
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Iter 175, RMSE=2.7778003256570524766e-06
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Iter 180, RMSE=2.7629041877917143825e-06
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Iter 181, RMSE=2.7598946568773162026e-06
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Iter 182, RMSE=2.7569262471193391561e-06
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Iter 183, RMSE=2.7539631537243849862e-06
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Iter 184, RMSE=2.7510331292471220802e-06
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Iter 185, RMSE=2.7480657640550422155e-06
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Iter 186, RMSE=2.7450936378057526745e-06
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Iter 187, RMSE=2.7421177037886676377e-06
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Iter 188, RMSE=2.7391746389984710818e-06
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Iter 189, RMSE=2.736253479590008715e-06
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Iter 190, RMSE=2.7333611683283668416e-06
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Iter 191, RMSE=2.7304440680729722291e-06
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Iter 192, RMSE=2.7275211839536320547e-06
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Iter 193, RMSE=2.724616242061507696e-06
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Iter 194, RMSE=2.7217178219619823913e-06
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Iter 195, RMSE=2.7188941535975772904e-06
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Iter 196, RMSE=2.7160949118619237777e-06
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Iter 197, RMSE=2.7132678828252329554e-06
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Iter 198, RMSE=2.7104280447155327797e-06
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Iter 199, RMSE=2.7075758349225301897e-06
Lambda 0.51409741646011020144
hierarchical_fact<T>::compute_facts : factorization 2/5
Iter 0, RMSE=0.0028664672478483916966
Lambda 12.694367856905325098
Iter 1, RMSE=0.0018652260766509340742
Lambda 12.525948239431995646
Iter 2, RMSE=0.0015059206611581360535
Lambda 12.446772157699959038
Iter 3, RMSE=0.0013189748293086318506
Lambda 12.407262424367329956
Iter 4, RMSE=0.0011982986228438619741
Lambda 12.387437473570500401
Iter 5, RMSE=0.0011115028479718464926
Lambda 12.378769748446096344
Iter 6, RMSE=0.0010445330823844656189
Lambda 12.377079767678310418
Iter 7, RMSE=0.00099025569425599080202
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Iter 8, RMSE=0.000944703863336537864
Lambda 12.385999464324719099
Iter 9, RMSE=0.00090550653180202422474
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Iter 10, RMSE=0.00087115144460629722126
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Iter 11, RMSE=0.00084061725460581808271
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Iter 12, RMSE=0.00081318012720553976575
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Iter 13, RMSE=0.00078830649719335615846
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Iter 14, RMSE=0.00076559028204514702372
Lambda 12.447852760424073182
Iter 15, RMSE=0.00074471421636994881207
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Iter 16, RMSE=0.00072542498503229879605
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Iter 17, RMSE=0.00070751665009240779624
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Iter 18, RMSE=0.00069081927167998716938
Lambda 12.493856071455338608
Iter 19, RMSE=0.00067519088533307084366
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Iter 20, RMSE=0.00066051170132486408757
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Iter 21, RMSE=0.0006466798057937581546
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Iter 22, RMSE=0.0006336078983708484224
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Iter 24, RMSE=0.00060945326164260269202
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Iter 25, RMSE=0.00059824873969367958065
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Iter 26, RMSE=0.00058755770716049850622
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Iter 27, RMSE=0.00057733677069339963198
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Iter 28, RMSE=0.00056754774263204576211
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Iter 29, RMSE=0.00055815689890578181441
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Iter 30, RMSE=0.00054913435657389199959
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Iter 31, RMSE=0.0005404535491244986771
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Iter 32, RMSE=0.00053209078220920749073
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Iter 33, RMSE=0.00052402485595902262381
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Iter 34, RMSE=0.00051623674271441871621
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Iter 35, RMSE=0.00050870931111109704646
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Iter 36, RMSE=0.00050142708913201734094
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Iter 37, RMSE=0.00049437606006539735592
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Iter 38, RMSE=0.00048754348637173726844
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Iter 39, RMSE=0.00048091775731714430167
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Iter 40, RMSE=0.00047448825691923557542
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Iter 41, RMSE=0.00046824524931015975649
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Iter 42, RMSE=0.00046217977907594216726
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Iter 43, RMSE=0.00045628358450368740286
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Iter 93, RMSE=2.6032770276950891235e-06
Lambda 6.7696558156399255779
Iter 94, RMSE=2.6020642864583069535e-06
Lambda 6.7694815359819493494
Iter 95, RMSE=2.6008835850047040121e-06
Lambda 6.7693053959842170997
Iter 96, RMSE=2.5997396765409700859e-06
Lambda 6.7691276378256359791
Iter 97, RMSE=2.5985968704277870718e-06
Lambda 6.7689514209480146079
Iter 98, RMSE=2.5974605682973231913e-06
Lambda 6.7687726273932096177
Iter 99, RMSE=2.5963482245089033718e-06
Lambda 6.7685929715203929646
Iter 100, RMSE=2.595244825187501354e-06
Lambda 6.7684131460072451958
Iter 101, RMSE=2.5941513930624579292e-06
Lambda 6.7682326280563476217
Iter 102, RMSE=2.5930534738699234774e-06
Lambda 6.7680533907540887384
Iter 103, RMSE=2.5919817474673062613e-06
Lambda 6.7678725601087954544
Iter 104, RMSE=2.5909179016907473992e-06
Lambda 6.7676910986426408456
Iter 105, RMSE=2.5898359071181370457e-06
Lambda 6.7675116924021549991
Iter 106, RMSE=2.5887457683288146871e-06
Lambda 6.7673328437811726133
Iter 107, RMSE=2.5876518828395133704e-06
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Iter 108, RMSE=2.5865485003243821678e-06
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Iter 109, RMSE=2.5854553317826181254e-06
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Iter 110, RMSE=2.5843695966302882441e-06
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Iter 111, RMSE=2.5832746425505362909e-06
Lambda 6.766422469705844378
Iter 112, RMSE=2.5822004862171384746e-06
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Iter 113, RMSE=2.5811272062019355742e-06
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Iter 114, RMSE=2.5800774666968758949e-06
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Iter 115, RMSE=2.5790265171955419476e-06
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Iter 116, RMSE=2.5780016497119905664e-06
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Iter 117, RMSE=2.5769734218529779489e-06
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Iter 118, RMSE=2.5759314645620211589e-06
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Iter 119, RMSE=2.5748541048453385266e-06
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Iter 120, RMSE=2.5737554213072720002e-06
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Iter 121, RMSE=2.5726577167177823727e-06
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Iter 122, RMSE=2.5715795639107630234e-06
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Iter 123, RMSE=2.5705254838964907799e-06
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Iter 124, RMSE=2.569492173628891056e-06
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Iter 125, RMSE=2.5684627023016471394e-06
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Iter 126, RMSE=2.5674373331085984978e-06
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Iter 127, RMSE=2.5664135477697105046e-06
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Iter 128, RMSE=2.5653619952975871599e-06
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Iter 129, RMSE=2.5643377667921800938e-06
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Iter 130, RMSE=2.5633075125492401143e-06
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Iter 131, RMSE=2.5622736125578842817e-06
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Iter 132, RMSE=2.561199786693488323e-06
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Iter 133, RMSE=2.5601345137538491604e-06
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Iter 134, RMSE=2.5590546903043210989e-06
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Iter 135, RMSE=2.5579965852118040916e-06
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Iter 136, RMSE=2.5569696608531331628e-06
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Iter 137, RMSE=2.5559458672510321934e-06
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Iter 138, RMSE=2.5549254454398105977e-06
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Iter 139, RMSE=2.5539256648759745219e-06
Lambda 6.7610610456752588959
Iter 140, RMSE=2.5529313051401234957e-06
Lambda 6.7608660956362980343
Iter 141, RMSE=2.5519279780556688375e-06
Lambda 6.7606735336062531161
Iter 142, RMSE=2.5509440667479935967e-06
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Iter 143, RMSE=2.5499801578791287806e-06
Lambda 6.7602822663782689006
Iter 144, RMSE=2.5490334549055634383e-06
Lambda 6.760086455447646081
Iter 145, RMSE=2.5481010807808685635e-06
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Iter 146, RMSE=2.5471686033184311034e-06
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Iter 147, RMSE=2.5462480387224825259e-06
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Iter 148, RMSE=2.5452894303820910504e-06
Lambda 6.7593035471427240779
Iter 149, RMSE=2.5443399969369257648e-06
Lambda 6.7591074385328235863
Iter 150, RMSE=2.5433866017868309983e-06
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Iter 151, RMSE=2.5424422174763638547e-06
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Iter 152, RMSE=2.5415002213481606057e-06
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Iter 153, RMSE=2.5405682962343901672e-06
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Iter 154, RMSE=2.5396257385054611761e-06
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Iter 155, RMSE=2.5387056337391878e-06
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Iter 156, RMSE=2.5378061478017700851e-06
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Iter 157, RMSE=2.5369128367467402107e-06
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Iter 158, RMSE=2.5360326510224996433e-06
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Iter 159, RMSE=2.5351718680231260203e-06
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Iter 160, RMSE=2.5343099160522708266e-06
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Iter 161, RMSE=2.5334660576605090704e-06
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Iter 162, RMSE=2.5326126220861592917e-06
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Iter 163, RMSE=2.5317477592425101578e-06
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Iter 164, RMSE=2.5308864803117960733e-06
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Iter 165, RMSE=2.5300262394740105625e-06
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Iter 166, RMSE=2.5291372538487693536e-06
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Iter 167, RMSE=2.5282497525369992459e-06
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Iter 168, RMSE=2.5273725971408807991e-06
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Iter 169, RMSE=2.5265026543038374588e-06
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Iter 170, RMSE=2.5256486761796662518e-06
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Iter 171, RMSE=2.5248060748372812294e-06
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Iter 172, RMSE=2.5239826643573929543e-06
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Iter 173, RMSE=2.5231572827025148163e-06
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Iter 174, RMSE=2.5222706107699566371e-06
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Iter 175, RMSE=2.5213910762533856047e-06
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Iter 176, RMSE=2.5205306574512529707e-06
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Iter 177, RMSE=2.5196805707933232471e-06
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Iter 178, RMSE=2.5188342332915367886e-06
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Iter 179, RMSE=2.5179861117269922698e-06
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Iter 180, RMSE=2.5171208499623350284e-06
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Iter 181, RMSE=2.5162480565563168253e-06
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Iter 182, RMSE=2.5153808936894565747e-06
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Iter 183, RMSE=2.5145285468548178393e-06
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Iter 184, RMSE=2.5136653200967940009e-06
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Iter 185, RMSE=2.5128052719678597198e-06
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Iter 186, RMSE=2.5119564185246978728e-06
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Iter 187, RMSE=2.5111031791284379058e-06
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Iter 188, RMSE=2.5102607116728548276e-06
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Iter 189, RMSE=2.5094329145647687741e-06
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Iter 190, RMSE=2.508591174815306444e-06
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Iter 191, RMSE=2.5077475569166186835e-06
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Iter 192, RMSE=2.506924325275351482e-06
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Iter 193, RMSE=2.506097725526839386e-06
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Iter 194, RMSE=2.5052635453857711733e-06
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Iter 195, RMSE=2.5044472287787675041e-06
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Iter 196, RMSE=2.5036498424604333573e-06
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Iter 197, RMSE=2.5028407460422150533e-06
Lambda 6.7496988663757280236
Iter 198, RMSE=2.5020413131298854894e-06
Lambda 6.7495027907966056446
Iter 199, RMSE=2.5012518649833111973e-06
Lambda 6.7493065893366104291
hierarchical_fact<T>::compute_facts : factorization 3/5
Iter 0, RMSE=0.0029857248052985747161
Lambda 12.804789391288258216
Iter 1, RMSE=0.0021251408904485102544
Lambda 13.020065632826261393
Iter 2, RMSE=0.0017472544284754855121
Lambda 13.186049097086305792
Iter 3, RMSE=0.0015234480583078196733
Lambda 13.324969215901536046
Iter 4, RMSE=0.0013677587142108204275
Lambda 13.445243351967254952
Iter 5, RMSE=0.0012501457930770884085
Lambda 13.550742145697093122
Iter 6, RMSE=0.0011565848829855568478
Lambda 13.644320457826321302
Iter 7, RMSE=0.0010794539913654152899
Lambda 13.728612612915911839
Iter 8, RMSE=0.0010141873953010774063
Lambda 13.804878285061002785
Iter 9, RMSE=0.00095736091488923455699
Lambda 13.874649718682807276
Iter 10, RMSE=0.00090774642598018251676
Lambda 13.938438584473523463
Iter 11, RMSE=0.00086346030069112068763
Lambda 13.996960999306665485
Iter 12, RMSE=0.00082393453021120460159
Lambda 14.05077183203781388
Iter 13, RMSE=0.00078828704518565625211
Lambda 14.100492698984648854
Iter 14, RMSE=0.00075590880432609413187
Lambda 14.146776774122537645
Iter 15, RMSE=0.00072626750403821031636
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Iter 16, RMSE=0.00069867390682456782629
Lambda 14.23024796871424158
Iter 17, RMSE=0.000673302420696955976
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Iter 18, RMSE=0.00064978565079810816658
Lambda 14.303769270739378427
Iter 19, RMSE=0.00062790715437321357063
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Iter 20, RMSE=0.00060745103107222862045
Lambda 14.36892603957899972
Iter 21, RMSE=0.00058805859375084072998
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Iter 22, RMSE=0.00056971469770746268734
Lambda 14.426939848780289566
Iter 23, RMSE=0.00055244733549483868856
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Iter 24, RMSE=0.00053617163407795561444
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Iter 25, RMSE=0.00052079511484386640813
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Iter 26, RMSE=0.0005062423158174542831
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Iter 27, RMSE=0.00049242728003578647728
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Iter 28, RMSE=0.00047918079434429422915
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Iter 29, RMSE=0.00046657736588542382148
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Iter 30, RMSE=0.00045457462183231156939
Lambda 14.607446534728879328
Iter 31, RMSE=0.00044300608200221287467
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Iter 32, RMSE=0.00043184681604620191089
Lambda 14.642410401906881035
Iter 33, RMSE=0.00042122915866795476681
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Iter 34, RMSE=0.00041109647630050777855
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Iter 35, RMSE=0.00040139617238764912187
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Iter 36, RMSE=0.00039209652911980041835
Lambda 14.703561368884255245
Iter 37, RMSE=0.00038318376736532063984
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Iter 38, RMSE=0.00037453544898994071749
Lambda 14.730570890530328754
Iter 39, RMSE=0.00036625626108428529278
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Iter 40, RMSE=0.00035827645595446530168
Lambda 14.755193165703305525
Iter 41, RMSE=0.0003505901694138787209
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Iter 42, RMSE=0.00034320586133796093494
Lambda 14.777877471404842424
Iter 43, RMSE=0.00033607494677688031903
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Iter 44, RMSE=0.00032920394930078427428
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Iter 45, RMSE=0.00032256282373422143737
Lambda 14.808747942410748877
Iter 46, RMSE=0.0003160561027603338226
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Iter 47, RMSE=0.00030978755461053719038
Lambda 14.827460212389761196
Iter 48, RMSE=0.00030372831284039536991
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Iter 49, RMSE=0.00029777964590389191827
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Iter 50, RMSE=0.00029204057884398552285
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Iter 51, RMSE=0.00028647658192457750798
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Iter 52, RMSE=0.00028107539114106527139
Lambda 14.868788623219259648
Iter 53, RMSE=0.00027577062274078422994
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Iter 54, RMSE=0.00027063829468917217306
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Iter 55, RMSE=0.0002656621112549525216
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Iter 56, RMSE=0.00026083140951310110648
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Iter 57, RMSE=0.00025614246391592531641
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Iter 58, RMSE=0.0002515812826075926171
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Iter 59, RMSE=0.00024714426049241071349
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Iter 60, RMSE=0.00024281800850333999154
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Iter 61, RMSE=0.00023860864317797235109
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Iter 62, RMSE=0.00023451176025872689525
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Iter 63, RMSE=0.00023052702466546447853
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Iter 64, RMSE=0.0002265869265639824698
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Iter 65, RMSE=0.00022275565857656398801
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Iter 66, RMSE=0.00021897649524840550293
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Iter 67, RMSE=0.00021530815973023819743
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Iter 68, RMSE=0.00021173992454792277176
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Iter 69, RMSE=0.00020826926491612082694
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Iter 70, RMSE=0.00020488631860795240196
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Iter 71, RMSE=0.00020158993532320081837
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Iter 72, RMSE=0.00019836484532062147092
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Iter 73, RMSE=0.00019521364841076585149
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Iter 74, RMSE=0.00019213755454097381664
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Iter 75, RMSE=0.00018913298088599930064
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Iter 76, RMSE=0.00018619723336111169087
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Iter 77, RMSE=0.00018333295158929200958
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Iter 78, RMSE=0.00018053035960618714828
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Iter 79, RMSE=0.00017777520375857123851
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Iter 80, RMSE=0.00017505404767980997822
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Iter 81, RMSE=0.00017239839609417391083
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Iter 82, RMSE=0.00016980707914374706642
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Iter 83, RMSE=0.0001672631419211694382
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Iter 84, RMSE=0.00016478172095679984141
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Iter 85, RMSE=0.00016235993510404337389
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Iter 86, RMSE=0.00015998755620671525923
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Iter 87, RMSE=0.00015767251496367717359
Lambda 15.025134278464149062
Iter 88, RMSE=0.00015540243333884916593
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Iter 89, RMSE=0.00015318876851754475261
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Iter 90, RMSE=0.00015101953040091501399
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Iter 91, RMSE=0.00014889644149080767644
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Iter 92, RMSE=0.00014681774257777388927
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Iter 93, RMSE=0.00014474183477301979465
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Iter 94, RMSE=0.000142726457193901175
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Iter 95, RMSE=0.00014069627143120121463
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Iter 96, RMSE=0.00013872582356687666654
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Iter 97, RMSE=0.00013679835453193537166
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Iter 98, RMSE=0.00013491197223420144059
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Iter 99, RMSE=0.00013306618415104002804
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Iter 100, RMSE=0.00013125039612897710577
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Iter 101, RMSE=0.00012946691945328673819
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Iter 102, RMSE=0.00012772668536304213321
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Iter 103, RMSE=0.00012602288550100904617
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Iter 104, RMSE=0.00012435248654720280036
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Iter 105, RMSE=0.00012270970536467636991
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Iter 106, RMSE=0.00012109828383408600711
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Iter 107, RMSE=0.00011950451303509655569
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Iter 108, RMSE=0.00011795220710561093883
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Iter 109, RMSE=0.00011643030771264599454
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Iter 110, RMSE=0.00011493512100461628978
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Iter 111, RMSE=0.00011346685516886375624
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Iter 112, RMSE=0.00011202173896294125672
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Iter 113, RMSE=0.00011059984261674921829
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Iter 114, RMSE=0.00010920564877000735714
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Iter 115, RMSE=0.00010784497123440542007
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Iter 116, RMSE=0.00010651475012553111149
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Iter 117, RMSE=0.00010520000091533276022
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Iter 118, RMSE=0.00010388357231306717134
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Iter 119, RMSE=0.00010258493738052754801
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Iter 120, RMSE=0.00010131738141527634877
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Iter 121, RMSE=0.00010008435053200301357
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Iter 122, RMSE=9.8870653023215709378e-05
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Iter 123, RMSE=9.7682130834159930084e-05
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Iter 124, RMSE=9.6497104191001727342e-05
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Iter 125, RMSE=9.533499717989653646e-05
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Iter 126, RMSE=9.4204824808060089267e-05
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Iter 127, RMSE=9.3096852020605535085e-05
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Iter 128, RMSE=9.2005839856708671628e-05
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Iter 129, RMSE=9.0927864732865451005e-05
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Iter 130, RMSE=8.9871893110342009731e-05
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Iter 131, RMSE=8.8842810263385426782e-05
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Iter 132, RMSE=8.783619583602651716e-05
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Iter 133, RMSE=8.6847218748131713487e-05
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Iter 134, RMSE=8.5870408472451544533e-05
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Iter 135, RMSE=8.4912699591747532062e-05
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Iter 136, RMSE=8.3978008409037519281e-05
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Iter 137, RMSE=8.306504569294343907e-05
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Iter 138, RMSE=8.2174854628950293948e-05
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Iter 139, RMSE=8.1307917353344260594e-05
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Iter 0, RMSE=2.5227876760545209571e-06
Lambda 101.98173128955498612
Iter 1, RMSE=2.5145586027969131572e-06
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Iter 2, RMSE=2.5109566109066150621e-06
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Iter 3, RMSE=2.5086513006804924641e-06
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Iter 10, RMSE=2.5001345834700835753e-06
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Iter 14, RMSE=2.4967753442166954784e-06
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Iter 20, RMSE=2.4920969162218168236e-06
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Iter 33, RMSE=2.4830742366383669362e-06
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Lambda 101.18654750564880374
Iter 183, RMSE=2.4100347095473842663e-06
Lambda 101.18233721705406936
Iter 184, RMSE=2.4096765806977943681e-06
Lambda 101.1781221434381024
Iter 185, RMSE=2.4093165775813020371e-06
Lambda 101.17392204131584776
Iter 186, RMSE=2.4089601564617278532e-06
Lambda 101.16971674807783188
Iter 187, RMSE=2.4086056235669829675e-06
Lambda 101.16550721175286753
Iter 188, RMSE=2.4082561307314597323e-06
Lambda 101.16129506653197723
Iter 189, RMSE=2.4079019758192103761e-06
Lambda 101.15708452761062119
Iter 190, RMSE=2.4075450949688838511e-06
Lambda 101.15287271313962947
Iter 191, RMSE=2.4071778492353574402e-06
Lambda 101.1486568610254011
Iter 192, RMSE=2.4067998310632923145e-06
Lambda 101.14444530271971701
Iter 193, RMSE=2.4063837758557244196e-06
Lambda 101.14025752514379519
Iter 194, RMSE=2.4059723576390739881e-06
Lambda 101.1360497581955542
Iter 195, RMSE=2.4055404612118304569e-06
Lambda 101.13189175059170566
Iter 196, RMSE=2.4051203217009404955e-06
Lambda 101.12769881622642743
Iter 197, RMSE=2.4047106967884287241e-06
Lambda 101.12351732755998057
Iter 198, RMSE=2.4043077225200552101e-06
Lambda 101.11932651047210641
Iter 199, RMSE=2.4039108388383289488e-06
Lambda 101.11513686723728256
hierarchical_fact<T>::compute_facts : factorization 4/5
Iter 0, RMSE=0.0031301671194462073709
Lambda 12.859041684220331447
Iter 1, RMSE=0.0021856094618455429619
Lambda 13.229874915158971405
Iter 2, RMSE=0.001775011630076853272
Lambda 13.470319020032475166
Iter 3, RMSE=0.0015335031229137914208
Lambda 13.652338200122573042
Iter 4, RMSE=0.0013678205525875378537
Lambda 13.799671760212056881
Iter 5, RMSE=0.0012445508139084047322
Lambda 13.922338828542491385
Iter 6, RMSE=0.0011475645139367477657
Lambda 14.026230361924717727
Iter 7, RMSE=0.0010682240652447865664
Lambda 14.118988109446597434
Iter 8, RMSE=0.0010013813799469287093
Lambda 14.201378385716326491
Iter 9, RMSE=0.00094393269543088093292
Lambda 14.275206378728148238
Iter 10, RMSE=0.00089362599242217644405
Lambda 14.341108876322213206
Iter 11, RMSE=0.00084869002227010918553
Lambda 14.401592730076165694
Iter 12, RMSE=0.0008086830252360999215
Lambda 14.456639221926618433
Iter 13, RMSE=0.00077298361592869041081
Lambda 14.506303548233782763
Iter 14, RMSE=0.0007407509423556663539
Lambda 14.551170483054985283
Iter 15, RMSE=0.00071165583306915245528
Lambda 14.592225685291916548
Iter 16, RMSE=0.00068479249485826215477
Lambda 14.631069574638317476
Iter 17, RMSE=0.0006602215537722228543
Lambda 14.666072573425092074
Iter 18, RMSE=0.00063762691394803029058
Lambda 14.699228767071099711
Iter 19, RMSE=0.00061647539572051810331
Lambda 14.728834646530780006
Iter 20, RMSE=0.00059710922907312252283
Lambda 14.756922739606118
Iter 21, RMSE=0.00057892314801221355595
Lambda 14.783126803006283012
Iter 22, RMSE=0.00056207757555057857
Lambda 14.807202943133733086
Iter 23, RMSE=0.00054646653853503309155
Lambda 14.828905251808759402
Iter 24, RMSE=0.00053199732809684557259
Lambda 14.849989192307738506
Iter 25, RMSE=0.0005182808307107339028
Lambda 14.870058276415594634
Iter 26, RMSE=0.00050551140900145666388
Lambda 14.888592325405774375
Iter 27, RMSE=0.00049339779559557414134
Lambda 14.905911016525660528
Iter 28, RMSE=0.00048185394276063688718
Lambda 14.922053903741057113
Iter 29, RMSE=0.00047102856182236414783
Lambda 14.937525505890764776
Iter 30, RMSE=0.00046090906780892564433
Lambda 14.952199661316463164
Iter 31, RMSE=0.00045137714029096144986
Lambda 14.966113051840544301
Iter 32, RMSE=0.00044232099772237537354
Lambda 14.97899395676221701
Iter 33, RMSE=0.00043376122259288201616
Lambda 14.99162601969271158
Iter 34, RMSE=0.00042536507093981113133
Lambda 15.003365048986525565
Iter 35, RMSE=0.00041751295121465178744
Lambda 15.014588261187643781
Iter 36, RMSE=0.00041003186336589677848
Lambda 15.024936154237552799
Iter 37, RMSE=0.00040294057687688888351
Lambda 15.034979271763663888
Iter 38, RMSE=0.00039625587368178233653
Lambda 15.044434356255537821
Iter 39, RMSE=0.00038988788455108824892
Lambda 15.053127040772722012
Iter 40, RMSE=0.00038380285807894804753
Lambda 15.061566970839610491
Iter 41, RMSE=0.00037795288494347253471
Lambda 15.069845575729061693
Iter 42, RMSE=0.0003723741282042956186
Lambda 15.077692876870681715
Iter 43, RMSE=0.00036709048305068878778
Lambda 15.085477732481662017
Iter 44, RMSE=0.00036203684351418443255
Lambda 15.092607355906224598
Iter 45, RMSE=0.00035726903886379365047
Lambda 15.099294369696288243
Iter 46, RMSE=0.00035271897990656514476
Lambda 15.105633013535426201
Iter 47, RMSE=0.0003484845070906927118
Lambda 15.111620506862180946
Iter 48, RMSE=0.00034447493328503323538
Lambda 15.117496641274479785
Iter 49, RMSE=0.00034051896864437076291
Lambda 15.123210837456518618
Iter 50, RMSE=0.00033674824258866686887
Lambda 15.12865531771607408
Iter 51, RMSE=0.00033315747467084033499
Lambda 15.133885507519606151
Iter 52, RMSE=0.00032967949468136519215
Lambda 15.138578930076198148
Iter 53, RMSE=0.00032632205211045623317
Lambda 15.143151091410775422
Iter 54, RMSE=0.00032316795290837050129
Lambda 15.147462389899128965
Iter 55, RMSE=0.00032014134219812738838
Lambda 15.151602904824807538
Iter 56, RMSE=0.00031726276672448258187
Lambda 15.155615188132207649
Iter 57, RMSE=0.00031451080945365996605
Lambda 15.159238819711900348
Iter 58, RMSE=0.00031189923130575490781
Lambda 15.162889967824298765
Iter 59, RMSE=0.00030936353337483865275
Lambda 15.166351376775663695
Iter 60, RMSE=0.00030696382510745571625
Lambda 15.169786709814617964
Iter 61, RMSE=0.00030464691183268807371
Lambda 15.172915985033689878
Iter 62, RMSE=0.00030242365807974430419
Lambda 15.175797911424957931
Iter 63, RMSE=0.00030024663666055017826
Lambda 15.178738395979609166
Iter 64, RMSE=0.00029813686871146209256
Lambda 15.181558276613685621
Iter 65, RMSE=0.00029608435674700623718
Lambda 15.184276817868848752
Iter 66, RMSE=0.00029413978905638523721
Lambda 15.186731061742147375
Iter 67, RMSE=0.00029224258784511661716
Lambda 15.189326605886670052
Iter 68, RMSE=0.000290428451503751614
Lambda 15.191675984588385973
Iter 69, RMSE=0.00028861056662987931865
Lambda 15.194120119802168034
Iter 70, RMSE=0.00028683847254305387458
Lambda 15.196305156449477991
Iter 71, RMSE=0.00028516003273434048027
Lambda 15.198427741395734714
Iter 72, RMSE=0.0002835017209741357209
Lambda 15.200482595576961131
Iter 73, RMSE=0.00028190191866995449035
Lambda 15.202388131646985769
Iter 74, RMSE=0.00028040428119594412769
Lambda 15.20429059651147341
Iter 75, RMSE=0.00027895622542066999486
Lambda 15.206141577497003681
Iter 76, RMSE=0.00027753360888471033862
Lambda 15.207835325288170836
Iter 77, RMSE=0.00027620099196950647366
Lambda 15.209480244699554063
Iter 78, RMSE=0.00027495066698167208372
Lambda 15.211027339730112118
Iter 79, RMSE=0.00027376997882540911365
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Iter 80, RMSE=0.00027256350557668742067
Lambda 15.213901123894620682
Iter 81, RMSE=0.00027145169018507529736
Lambda 15.215246894323286142
Iter 82, RMSE=0.00027033681846563145917
Lambda 15.216489209829637375
Iter 83, RMSE=0.00026922222987297970585
Lambda 15.217675879335310185
Iter 84, RMSE=0.00026810515551642079496
Lambda 15.218803474893046968
Iter 85, RMSE=0.00026707062282856438738
Lambda 15.219846010023017513
Iter 86, RMSE=0.00026605656266731402904
Lambda 15.220948787851135364
Iter 87, RMSE=0.0002650617768188038648
Lambda 15.221828909389882867
Iter 88, RMSE=0.00026408469256587773551
Lambda 15.222838280584396031
Iter 89, RMSE=0.00026317821476873706245
Lambda 15.223772485561799073
Iter 90, RMSE=0.00026231714451238440219
Lambda 15.224754140691603155
Iter 91, RMSE=0.00026139503308248037252
Lambda 15.225647607199118028
Iter 92, RMSE=0.00026056501504321020416
Lambda 15.226596419053352705
Iter 93, RMSE=0.00025971666167223306839
Lambda 15.227462342033376785
Iter 94, RMSE=0.00025891856934258996323
Lambda 15.22821428519910647
Iter 95, RMSE=0.00025817476688952628681
Lambda 15.228917465253665853
Iter 96, RMSE=0.00025741017185139863444
Lambda 15.229498070098161477
Iter 97, RMSE=0.00025666820726237972016
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Iter 98, RMSE=0.00025595699748566334971
Lambda 15.230718909570954978
Iter 99, RMSE=0.00025524890331821804357
Lambda 15.231353031953386079
Iter 100, RMSE=0.00025453488344232217191
Lambda 15.231848833891772799
Iter 101, RMSE=0.00025387741941771757928
Lambda 15.232389478313486109
Iter 102, RMSE=0.00025324754800474017467
Lambda 15.232903720250298818
Iter 103, RMSE=0.00025263311911679470732
Lambda 15.233368344760433999
Iter 104, RMSE=0.00025206199593440226092
Lambda 15.233818566381748028
Iter 105, RMSE=0.00025150369904539847865
Lambda 15.234255847557450991
Iter 106, RMSE=0.00025096194662619774208
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Iter 107, RMSE=0.0002504502269069864076
Lambda 15.234954072386470258
Iter 108, RMSE=0.00024995980321830524578
Lambda 15.235282306815941311
Iter 109, RMSE=0.0002494776201907916908
Lambda 15.235630041890036779
Iter 110, RMSE=0.00024899386364145260301
Lambda 15.236023616908283884
Iter 111, RMSE=0.00024848668640698091557
Lambda 15.23638520252025863
Iter 112, RMSE=0.00024796825422468302081
Lambda 15.23672384528317103
Iter 113, RMSE=0.00024744983635241278976
Lambda 15.237039288544794502
Iter 114, RMSE=0.00024697768505893390048
Lambda 15.237309473522326897
Iter 115, RMSE=0.00024655135216217866859
Lambda 15.237558040815134319
Iter 116, RMSE=0.00024615775740073983112
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Iter 117, RMSE=0.00024572137125171818412
Lambda 15.238008761462630503
Iter 118, RMSE=0.00024527433754830752551
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Iter 119, RMSE=0.00024482255126506176487
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Iter 120, RMSE=0.00024434251179771834068
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Iter 121, RMSE=0.00024390041077654075878
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Iter 122, RMSE=0.00024347292230973713117
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Iter 123, RMSE=0.00024306614434773337165
Lambda 15.23944852744835643
Iter 124, RMSE=0.00024265178864229082706
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Iter 125, RMSE=0.00024226669586972844508
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Iter 126, RMSE=0.00024191948487198349166
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Iter 127, RMSE=0.0002415336757660509117
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Iter 128, RMSE=0.00024114743599637831041
Lambda 15.240111625600556877
Iter 129, RMSE=0.00024077828460124342828
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Iter 130, RMSE=0.00024038073179865547232
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Iter 131, RMSE=0.00023999022536040119581
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Iter 132, RMSE=0.00023962448112218836236
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Iter 133, RMSE=0.00023926079266938372718
Lambda 15.240453852019479442
Iter 134, RMSE=0.00023894022567433906507
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Iter 135, RMSE=0.00023862154521639341318
Lambda 15.24062606703155609
Iter 136, RMSE=0.00023833096706384811225
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Iter 137, RMSE=0.00023802551770658376441
Lambda 15.240746225612731735
Iter 138, RMSE=0.00023770381622832559439
Lambda 15.240799039980091223
Iter 139, RMSE=0.00023738306118039072365
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Iter 140, RMSE=0.00023708075074805302581
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Iter 141, RMSE=0.00023678328381352426314
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Iter 142, RMSE=0.00023650701777474440832
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Iter 143, RMSE=0.00023623390291644427545
Lambda 15.241069546742723517
Iter 144, RMSE=0.00023596989742403383849
Lambda 15.241124258240370537
Iter 145, RMSE=0.00023571344954417786815
Lambda 15.241153558198918816
Iter 146, RMSE=0.00023547641746101826169
Lambda 15.241141000970465313
Iter 147, RMSE=0.00023522652611951367849
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Iter 148, RMSE=0.00023495850805774752025
Lambda 15.24112752791976888
Iter 149, RMSE=0.00023471628171089757727
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Iter 150, RMSE=0.00023448006273898592687
Lambda 15.24122003401176606
Iter 151, RMSE=0.00023422288914789853227
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Iter 152, RMSE=0.00023395561699880967465
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Iter 153, RMSE=0.00023368383339764648549
Lambda 15.241348117419455832
Iter 154, RMSE=0.00023342952421940519345
Lambda 15.241324134610392704
Iter 155, RMSE=0.00023317635709721776759
Lambda 15.241385997900627203
Iter 156, RMSE=0.00023288870723150542521
Lambda 15.24138827603018953
Iter 157, RMSE=0.00023264226302667658343
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Iter 158, RMSE=0.00023241108659999336556
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Iter 159, RMSE=0.00023217331462650574441
Lambda 15.241372586761913865
Iter 160, RMSE=0.00023189224672077730742
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Iter 161, RMSE=0.00023164412839027156564
Lambda 15.241239783825283993
Iter 162, RMSE=0.00023141089368520145276
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Iter 163, RMSE=0.00023118570333335514209
Lambda 15.241114444566441932
Iter 164, RMSE=0.00023098043601616413331
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Iter 165, RMSE=0.00023078976656451541199
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Iter 166, RMSE=0.00023059720078365413573
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Iter 167, RMSE=0.00023041454766044972523
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Iter 168, RMSE=0.00023021298240948818883
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Iter 169, RMSE=0.00023000081330820459045
Lambda 15.240604099273724614
Iter 170, RMSE=0.00022981807119391492716
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Iter 171, RMSE=0.00022963352740896947226
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Iter 172, RMSE=0.00022945673119979627451
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Iter 173, RMSE=0.00022926387442415469714
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Iter 174, RMSE=0.00022908578519100972464
Lambda 15.24015990516731911
Iter 175, RMSE=0.00022883950121159709668
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Iter 176, RMSE=0.0002286119339898455441
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Iter 177, RMSE=0.00022839896256083614973
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Iter 178, RMSE=0.00022818322427039752125
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Iter 179, RMSE=0.00022799031915689740705
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Iter 180, RMSE=0.00022781503446673046788
Lambda 15.239720734902741484
Iter 181, RMSE=0.00022763643959272599035
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Iter 182, RMSE=0.00022746982755376208966
Lambda 15.239530713448290911
Iter 183, RMSE=0.00022731195293375654112
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Iter 184, RMSE=0.00022714503701066950732
Lambda 15.239358251299300662
Iter 185, RMSE=0.0002269841172474631563
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Iter 186, RMSE=0.00022680123608810831776
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Iter 187, RMSE=0.00022661580574757626979
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Iter 188, RMSE=0.00022644111046423917848
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Iter 189, RMSE=0.00022624816226900351115
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Iter 190, RMSE=0.00022607178289403508011
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Iter 191, RMSE=0.0002259086446061673865
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Iter 192, RMSE=0.00022573928606014044768
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Iter 193, RMSE=0.0002255821243694539405
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Iter 194, RMSE=0.00022542489939454096845
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Iter 195, RMSE=0.00022529000841934308276
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Iter 196, RMSE=0.00022514548019861150598
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Iter 197, RMSE=0.00022500506221545050188
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Iter 198, RMSE=0.0002248582298711180249
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Iter 199, RMSE=0.000224706534287601791
Lambda 15.238264905872346944
Iter 0, RMSE=2.9719613495745102227e-06
Lambda 1538.824513170888622
Iter 1, RMSE=2.8041854240376407042e-06
Lambda 1538.5352883221780758
Iter 2, RMSE=2.7307634279755339529e-06
Lambda 1538.3161875128407701
Iter 3, RMSE=2.6865110861818836051e-06
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Iter 4, RMSE=2.6559486019048059579e-06
Lambda 1537.9556484995273422
Iter 5, RMSE=2.6330843117740896313e-06
Lambda 1537.7975994639059536
Iter 6, RMSE=2.6150589964627278286e-06
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Iter 7, RMSE=2.6003441279839808026e-06
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Iter 8, RMSE=2.5880099008646342448e-06
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Iter 9, RMSE=2.5774057933575180301e-06
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Iter 10, RMSE=2.5682244187623509239e-06
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Iter 11, RMSE=2.5601434954088236015e-06
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Iter 12, RMSE=2.5529515988191832718e-06
Lambda 1536.902886442657973
Iter 13, RMSE=2.5465097217622048184e-06
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Iter 14, RMSE=2.5406939180142812336e-06
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Iter 15, RMSE=2.5353553024406199392e-06
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Iter 16, RMSE=2.5304834939227690252e-06
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Iter 17, RMSE=2.5260007621567960145e-06
Lambda 1536.3906287376978526
Iter 18, RMSE=2.5218512873721925799e-06
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Iter 19, RMSE=2.5180082655717202263e-06
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Iter 20, RMSE=2.5144291906560924742e-06
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Iter 21, RMSE=2.5110582597260235685e-06
Lambda 1536.0263142288567906
Iter 22, RMSE=2.5079015415636721919e-06
Lambda 1535.93973945448829
Iter 23, RMSE=2.5049416033739550678e-06
Lambda 1535.8545145331156618
Iter 24, RMSE=2.502153046029441681e-06
Lambda 1535.7706985208210426
Iter 25, RMSE=2.4995225802982048507e-06
Lambda 1535.6881136148454061
Iter 26, RMSE=2.4970272432974078968e-06
Lambda 1535.6068097028635293
Iter 27, RMSE=2.4946405770459628979e-06
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Iter 28, RMSE=2.4923379932858006833e-06
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Iter 29, RMSE=2.4901504502926011111e-06
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Iter 30, RMSE=2.4880518551260269623e-06
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Iter 31, RMSE=2.4860045614406696596e-06
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Iter 32, RMSE=2.4840474801342222466e-06
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Iter 33, RMSE=2.4821647485534663141e-06
Lambda 1535.0668420380188763
Iter 34, RMSE=2.4803433497820246636e-06
Lambda 1534.9930940100625776
Iter 35, RMSE=2.4785865879385341269e-06
Lambda 1534.9200136842932807
Iter 36, RMSE=2.4769039579809240922e-06
Lambda 1534.8473694700176111
Iter 37, RMSE=2.4752781760036154224e-06
Lambda 1534.7755135110496667
Iter 38, RMSE=2.4737120177123729178e-06
Lambda 1534.7043972446028874
Iter 39, RMSE=2.472201944250503727e-06
Lambda 1534.6339592004983388
Iter 40, RMSE=2.4707440257339394871e-06
Lambda 1534.5640742599098303
Iter 41, RMSE=2.469322107579228716e-06
Lambda 1534.4946671655934551
Iter 42, RMSE=2.467944302713073519e-06
Lambda 1534.4256495463910142
Iter 43, RMSE=2.4666037880903538527e-06
Lambda 1534.3574324498454189
Iter 44, RMSE=2.4653008825743264047e-06
Lambda 1534.2896261033370138
Iter 45, RMSE=2.4640277526448660023e-06
Lambda 1534.2222548586905759
Iter 46, RMSE=2.4627878052548070692e-06
Lambda 1534.1553438808014107
Iter 47, RMSE=2.4615885392701390321e-06
Lambda 1534.0888633183417369
Iter 48, RMSE=2.460417942528489112e-06
Lambda 1534.0231757972160267
Iter 49, RMSE=2.4592778334652763197e-06
Lambda 1533.9576010277953628
Iter 50, RMSE=2.4581722986001115333e-06
Lambda 1533.8922864395524357
Iter 51, RMSE=2.4570784339158710597e-06
Lambda 1533.8273197494650049
Iter 52, RMSE=2.4560060540299286518e-06
Lambda 1533.7626838937437697
Iter 53, RMSE=2.4549563638588761583e-06
Lambda 1533.6984699998617998
Iter 54, RMSE=2.4539109557404168621e-06
Lambda 1533.6343240268063255
Iter 55, RMSE=2.4528844843026566163e-06
Lambda 1533.5707449030974203
Iter 56, RMSE=2.4518727726609386388e-06
Lambda 1533.507603799399476
Iter 57, RMSE=2.450888172048853457e-06
Lambda 1533.4447593820993916
Iter 58, RMSE=2.4499252180751536725e-06
Lambda 1533.3821706881774389
Iter 59, RMSE=2.4489689706019364077e-06
Lambda 1533.3202546214852191
Iter 60, RMSE=2.4480365661694955079e-06
Lambda 1533.2583329400345065
Iter 61, RMSE=2.4471243681108555704e-06
Lambda 1533.1966682432087055
Iter 62, RMSE=2.4462408471469284742e-06
Lambda 1533.1351258966669775
Iter 63, RMSE=2.4453408516870383446e-06
Lambda 1533.0745115165020707
Iter 64, RMSE=2.4444626514532500773e-06
Lambda 1533.0136675654296141
Iter 65, RMSE=2.443564832473769777e-06
Lambda 1532.9531313094059897
Iter 66, RMSE=2.4426865442762968811e-06
Lambda 1532.8927446660140959
Iter 67, RMSE=2.441831636969526247e-06
Lambda 1532.8322734457074148
Iter 68, RMSE=2.4410006336709115839e-06
Lambda 1532.7721339606450783
Iter 69, RMSE=2.4401829512838844039e-06
Lambda 1532.7126600853780474
Iter 70, RMSE=2.4393749270590603159e-06
Lambda 1532.6532800425436562
Iter 71, RMSE=2.438585975808373819e-06
Lambda 1532.5940528847218047
Iter 72, RMSE=2.4378192834158380612e-06
Lambda 1532.5347519520189508
Iter 73, RMSE=2.4370680740227787797e-06
Lambda 1532.4757942003036533
Iter 74, RMSE=2.4363291320215511455e-06
Lambda 1532.4171862438836342
Iter 75, RMSE=2.4356033466141023672e-06
Lambda 1532.3587158662999173
Iter 76, RMSE=2.4348945182112292564e-06
Lambda 1532.3005388874248638
Iter 77, RMSE=2.4341676867536304273e-06
Lambda 1532.2428805548495347
Iter 78, RMSE=2.4334496500832347215e-06
Lambda 1532.1849850874384629
Iter 79, RMSE=2.432739060564868739e-06
Lambda 1532.1272304308813546
Iter 80, RMSE=2.4320441142960497737e-06
Lambda 1532.0696154183140152
Iter 81, RMSE=2.4313602798895359367e-06
Lambda 1532.0120671930926619
Iter 82, RMSE=2.430693809755395592e-06
Lambda 1531.9546644555937291
Iter 83, RMSE=2.4300402321634924612e-06
Lambda 1531.8974598865165717
Iter 84, RMSE=2.4293965207479898727e-06
Lambda 1531.8404624236609379
Iter 85, RMSE=2.4287593522071104379e-06
Lambda 1531.7835222870398866
Iter 86, RMSE=2.4281062527058239905e-06
Lambda 1531.7272272449195043
Iter 87, RMSE=2.4274689701270341239e-06
Lambda 1531.6705423998650986
Iter 88, RMSE=2.4268338229151808514e-06
Lambda 1531.614077730325107
Iter 89, RMSE=2.4262148502533632603e-06
Lambda 1531.5577118656362927
Iter 90, RMSE=2.4255967935242056375e-06
Lambda 1531.5016849986718626
Iter 91, RMSE=2.4249884798235331824e-06
Lambda 1531.4456745974284786
Iter 92, RMSE=2.4243885000473646308e-06
Lambda 1531.3896993426949393
Iter 93, RMSE=2.4238006275287254136e-06
Lambda 1531.3338984615511436
Iter 94, RMSE=2.4232278238182992256e-06
Lambda 1531.2780608122370722
Iter 95, RMSE=2.4226688985604759313e-06
Lambda 1531.2224731717294617
Iter 96, RMSE=2.4221197433879438496e-06
Lambda 1531.1669314834844045
Iter 97, RMSE=2.4215742547162635777e-06
Lambda 1531.1118427960607278
Iter 98, RMSE=2.4210341482575229833e-06
Lambda 1531.0567522049636864
Iter 99, RMSE=2.4205049972793389428e-06
Lambda 1531.0017592972403691
Iter 100, RMSE=2.4199797089357882303e-06
Lambda 1530.9468658706027782
Iter 101, RMSE=2.4194656462687525235e-06
Lambda 1530.8919723113938289
Iter 102, RMSE=2.4189510088741682783e-06
Lambda 1530.8374989266069406
Iter 103, RMSE=2.4184414706260834312e-06
Lambda 1530.7831843682822637
Iter 104, RMSE=2.4179347437505627762e-06
Lambda 1530.729182411249667
Iter 105, RMSE=2.4174340501865810187e-06
Lambda 1530.675067848972958
Iter 106, RMSE=2.4169423071821082121e-06
Lambda 1530.6210660830909092
Iter 107, RMSE=2.4164572590746572029e-06
Lambda 1530.5671150286964348
Iter 108, RMSE=2.415974321038890411e-06
Lambda 1530.5136733475319488
Iter 109, RMSE=2.4154934904544453455e-06
Lambda 1530.4603161852103312
Iter 110, RMSE=2.4150161040420951396e-06
Lambda 1530.4069444418757939
Iter 111, RMSE=2.414538228464379988e-06
Lambda 1530.3539328985216343
Iter 112, RMSE=2.4140711486723009017e-06
Lambda 1530.300688506815959
Iter 113, RMSE=2.41360621476231012e-06
Lambda 1530.2476499969668566
Iter 114, RMSE=2.4131513123980360555e-06
Lambda 1530.1945850312340554
Iter 115, RMSE=2.41269775301350467e-06
Lambda 1530.1417832999838993
Iter 116, RMSE=2.4122451246656198364e-06
Lambda 1530.0891554769523282
Iter 117, RMSE=2.4117981968538411377e-06
Lambda 1530.0364735852122067
Iter 118, RMSE=2.4113517736287103927e-06
Lambda 1529.9840137055584819
Iter 119, RMSE=2.4109094881388729336e-06
Lambda 1529.9314068717587816
Iter 120, RMSE=2.4104555874611209041e-06
Lambda 1529.8789782246913092
Iter 121, RMSE=2.4100055346204911976e-06
Lambda 1529.8266135448218392
Iter 122, RMSE=2.4095580950693638553e-06
Lambda 1529.7746224884792809
Iter 123, RMSE=2.4090866988754188949e-06
Lambda 1529.7227042858594359
Iter 124, RMSE=2.408627949598655531e-06
Lambda 1529.6704775318321481
Iter 125, RMSE=2.4081709546136041831e-06
Lambda 1529.6187514527666735
Iter 126, RMSE=2.4077189486041093624e-06
Lambda 1529.5667800709431958
Iter 127, RMSE=2.4072792856148204999e-06
Lambda 1529.5147585742283809
Iter 128, RMSE=2.4068497841462492841e-06
Lambda 1529.4629035688208205
Iter 129, RMSE=2.406403443925037744e-06
Lambda 1529.411537422706715
Iter 130, RMSE=2.4059556471955312737e-06
Lambda 1529.3600910725745052
Iter 131, RMSE=2.405517366253098299e-06
Lambda 1529.3085803207188746
Iter 132, RMSE=2.405088588143520586e-06
Lambda 1529.2571691100574753
Iter 133, RMSE=2.4046605106575649493e-06
Lambda 1529.2061517313659351
Iter 134, RMSE=2.4042379198978377808e-06
Lambda 1529.1552810220655374
Iter 135, RMSE=2.4038245501440642923e-06
Lambda 1529.1043851073311544
Iter 136, RMSE=2.4034156657156269114e-06
Lambda 1529.0537122280093172
Iter 137, RMSE=2.4030077764061984101e-06
Lambda 1529.0032177489504193
Iter 138, RMSE=2.4026026755925729702e-06
Lambda 1528.952749031011308
Iter 139, RMSE=2.4022053549419554793e-06
Lambda 1528.902153039847235
Iter 140, RMSE=2.4018095725402257759e-06
Lambda 1528.8518012411100244
Iter 141, RMSE=2.4014126616807608818e-06
Lambda 1528.8015006418079338
Iter 142, RMSE=2.4010185070804794322e-06
Lambda 1528.7511828317501568
Iter 143, RMSE=2.4006341633398023915e-06
Lambda 1528.700837646238142
Iter 144, RMSE=2.4002548205050947767e-06
Lambda 1528.6505439870395548
Iter 145, RMSE=2.3998513821572035145e-06
Lambda 1528.600312775061866
Iter 146, RMSE=2.3994483218523232038e-06
Lambda 1528.5501108705479965
Iter 147, RMSE=2.3990524806820483215e-06
Lambda 1528.5000484416971176
Iter 148, RMSE=2.3986560271502626396e-06
Lambda 1528.450074747783674
Iter 149, RMSE=2.3982552457237487237e-06
Lambda 1528.4002518080192203
Iter 150, RMSE=2.3978530125107894166e-06
Lambda 1528.3501979410557396
Iter 151, RMSE=2.3974606875273276997e-06
Lambda 1528.3001138344702667
Iter 152, RMSE=2.3970730585325797863e-06
Lambda 1528.2501144349055267
Iter 153, RMSE=2.3966893308296301335e-06
Lambda 1528.2002800995906
Iter 154, RMSE=2.3962877606498753348e-06
Lambda 1528.1506594631769076
Iter 155, RMSE=2.3958938485899875956e-06
Lambda 1528.1007380399987596
Iter 156, RMSE=2.3955017300255442958e-06
Lambda 1528.0511241427759614
Iter 157, RMSE=2.3951049540947335651e-06
Lambda 1528.0015277046286428
Iter 158, RMSE=2.3947193896695512215e-06
Lambda 1527.9517101971700868
Iter 159, RMSE=2.3943399727915046858e-06
Lambda 1527.9019107460833311
Iter 160, RMSE=2.3939663286657608122e-06
Lambda 1527.8520825620748838
Iter 161, RMSE=2.3935966631375832551e-06
Lambda 1527.8023512050453974
Iter 162, RMSE=2.3932118545542634498e-06
Lambda 1527.7530053107789172
Iter 163, RMSE=2.3928359796174674872e-06
Lambda 1527.7032547552255437
Iter 164, RMSE=2.3924663234898652901e-06
Lambda 1527.6537171737779772
Iter 165, RMSE=2.3921065921820732488e-06
Lambda 1527.6039756061875323
Iter 166, RMSE=2.3917487633928749233e-06
Lambda 1527.5543709560743082
Iter 167, RMSE=2.3913930388665850457e-06
Lambda 1527.5048549575078596
Iter 168, RMSE=2.3910341268064049875e-06
Lambda 1527.4555932345715519
Iter 169, RMSE=2.3906837538129145386e-06
Lambda 1527.4061021064687793
Iter 170, RMSE=2.3903414412259711203e-06
Lambda 1527.356667511844762
Iter 171, RMSE=2.3900021668873466426e-06
Lambda 1527.3073291167256684
Iter 172, RMSE=2.3896706307625517264e-06
Lambda 1527.2579012976616468
Iter 173, RMSE=2.3893374387330098224e-06
Lambda 1527.2089022460324941
Iter 174, RMSE=2.3890024049392216343e-06
Lambda 1527.1598530771245805
Iter 175, RMSE=2.3886734739319754359e-06
Lambda 1527.1108807050536598
Iter 176, RMSE=2.3883425514526289431e-06
Lambda 1527.0619431943202926
Iter 177, RMSE=2.3880106257134208562e-06
Lambda 1527.0130125506220793
Iter 178, RMSE=2.387678572618547727e-06
Lambda 1526.9642829983140473
Iter 179, RMSE=2.3873534120005567014e-06
Lambda 1526.9154980991993398
Iter 180, RMSE=2.3870335554038581484e-06
Lambda 1526.8668675924925537
Iter 181, RMSE=2.3867118913511582533e-06
Lambda 1526.8183111981643378
Iter 182, RMSE=2.3863921546218634805e-06
Lambda 1526.769687507057597
Iter 183, RMSE=2.3860662602672684515e-06
Lambda 1526.7214078138636069
Iter 184, RMSE=2.3857441413924386367e-06
Lambda 1526.6730179478447553
Iter 185, RMSE=2.3854213154129387136e-06
Lambda 1526.6247419149274265
Iter 186, RMSE=2.3850976681842972704e-06
Lambda 1526.5763676383292022
Iter 187, RMSE=2.3847700002499992722e-06
Lambda 1526.5281977487020413
Iter 188, RMSE=2.3844489281222480527e-06
Lambda 1526.4798207834455752
Iter 189, RMSE=2.3841307724459437845e-06
Lambda 1526.4314638361634024
Iter 190, RMSE=2.3838170842564897068e-06
Lambda 1526.3832144057598725
Iter 191, RMSE=2.3835103074781275879e-06
Lambda 1526.3349077053076144
Iter 192, RMSE=2.3832100918536628624e-06
Lambda 1526.2866537173529196
Iter 193, RMSE=2.3829106842822126249e-06
Lambda 1526.238544128029389
Iter 194, RMSE=2.3826150489240056034e-06
Lambda 1526.1904978442339598
Iter 195, RMSE=2.3823236406905311523e-06
Lambda 1526.142443081236479
Iter 196, RMSE=2.3820288250758167298e-06
Lambda 1526.094587207128825
Iter 197, RMSE=2.3817308518321706918e-06
Lambda 1526.0467233347158071
Iter 198, RMSE=2.3814374772178539904e-06
Lambda 1525.9989670224344991
Iter 199, RMSE=2.3811437393045370476e-06
Lambda 1525.9512884882551589
hierarchical_fact<T>::compute_facts : factorization 5/5
Iter 0, RMSE=0.0031179105811765584801
Lambda 12.883833002895533681
Iter 1, RMSE=0.0021791029760795700698
Lambda 13.29830042463857076
Iter 2, RMSE=0.0017633615431534687811
Lambda 13.555170828801166749
Iter 3, RMSE=0.0015160704541696135971
Lambda 13.73946247328377801
Iter 4, RMSE=0.0013480574063408517528
Lambda 13.880068073480677171
Iter 5, RMSE=0.0012253213042288998037
Lambda 13.993226798774822228
Iter 6, RMSE=0.0011300408114445113176
Lambda 14.088052766756394618
Iter 7, RMSE=0.0010534902933468748114
Lambda 14.169009555541045131
Iter 8, RMSE=0.00099064462805627620003
Lambda 14.238112479514480668
Iter 9, RMSE=0.00093839547938219731223
Lambda 14.298837220865003417
Iter 10, RMSE=0.00089332197691400583393
Lambda 14.350719537912050683
Iter 11, RMSE=0.00085529072445989396279
Lambda 14.396639779028351569
Iter 12, RMSE=0.00082242143427109731888
Lambda 14.437492823113540652
Iter 13, RMSE=0.00079380588391183334179
Lambda 14.473610907738535758
Iter 14, RMSE=0.00076871176005309017377
Lambda 14.505964647145354718
Iter 15, RMSE=0.00074661898893946720881
Lambda 14.535366786630881109
Iter 16, RMSE=0.00072688733299280049692
Lambda 14.561869662922243052
Iter 17, RMSE=0.00070917631157938832223
Lambda 14.585792475673544644
Iter 18, RMSE=0.00069308385709051872035
Lambda 14.607626773719498914
Iter 19, RMSE=0.00067861480134215497722
Lambda 14.626844908692886449
Iter 20, RMSE=0.00066534376343883329906
Lambda 14.644802722024547137
Iter 21, RMSE=0.00065328243226888587161
Lambda 14.661245855237472924
Iter 22, RMSE=0.00064211488685294801099
Lambda 14.676745832010055892
Iter 23, RMSE=0.00063211905091356903903
Lambda 14.690698346193940438
Iter 24, RMSE=0.00062285773144209622548
Lambda 14.70379070164974955
Iter 25, RMSE=0.00061444562205309504518
Lambda 14.716219556424228188
Iter 26, RMSE=0.00060657600549733126961
Lambda 14.7268867423250569
Iter 27, RMSE=0.00059954375338990267136
Lambda 14.736634219683971025
Iter 28, RMSE=0.0005929726886563348523
Lambda 14.74613043225564013
Iter 29, RMSE=0.00058676584921116010235
Lambda 14.754844461049627213
Iter 30, RMSE=0.00058089253002736353226
Lambda 14.763167603898279978
Iter 31, RMSE=0.00057549485611634368636
Lambda 14.771188035907156788
Iter 32, RMSE=0.00057040632194457015127
Lambda 14.778050243023487909
Iter 33, RMSE=0.00056578970441825498193
Lambda 14.784310444733687717
Iter 34, RMSE=0.00056152117102090148056
Lambda 14.790289362902631964
Iter 35, RMSE=0.00055756132698589336901
Lambda 14.796147842039420794
Iter 36, RMSE=0.0005538195334723919035
Lambda 14.801456203121317046
Iter 37, RMSE=0.00055026660444410066715
Lambda 14.806681725851406739
Iter 38, RMSE=0.0005468618231726378497
Lambda 14.811394075842262197
Iter 39, RMSE=0.00054363431460906599165
Lambda 14.815856541946400782
Iter 40, RMSE=0.00054070968464153942781
Lambda 14.819905086871978384
Iter 41, RMSE=0.00053802141877289718242
Lambda 14.823648281060307852
Iter 42, RMSE=0.00053545742792426419959
Lambda 14.827278962134592177
Iter 43, RMSE=0.00053307830271232361282
Lambda 14.830691217667133941
Iter 44, RMSE=0.00053083731607410833322
Lambda 14.833833553423449558
Iter 45, RMSE=0.00052868230781361849786
Lambda 14.837092825774240268
Iter 46, RMSE=0.00052658128359688396482
Lambda 14.839886163441601497
Iter 47, RMSE=0.00052460834226436905709
Lambda 14.84243568372870925
Iter 48, RMSE=0.00052272700974217208708
Lambda 14.845104297098330903
Iter 49, RMSE=0.00052096344198312896211
Lambda 14.847633589932748066
Iter 50, RMSE=0.00051912541503115435578
Lambda 14.850245515883056413
Iter 51, RMSE=0.00051729909384033419349
Lambda 14.853087629712430129
Iter 52, RMSE=0.00051552207602537883802
Lambda 14.855404473085599193
Iter 53, RMSE=0.00051387941422076214605
Lambda 14.857920130920057034
Iter 54, RMSE=0.00051230379208036308167
Lambda 14.860294720824541059
Iter 55, RMSE=0.00051067861770148434159
Lambda 14.862683750421597395
Iter 56, RMSE=0.00050902298397329393681
Lambda 14.865064264154156604
Iter 57, RMSE=0.00050753181413301260913
Lambda 14.867353327338665991
Iter 58, RMSE=0.00050607956481139046521
Lambda 14.869588361034688617
Iter 59, RMSE=0.00050480716204183873497
Lambda 14.871780788026768505
Iter 60, RMSE=0.00050354675629280063603
Lambda 14.873710336777552499
Iter 61, RMSE=0.00050239659632183653395
Lambda 14.875668764784766296
Iter 62, RMSE=0.00050135591835589370449
Lambda 14.877494268661370924
Iter 63, RMSE=0.00050032841406520006666
Lambda 14.87933559640384118
Iter 64, RMSE=0.00049927737054781856814
Lambda 14.881135449667715065
Iter 65, RMSE=0.00049823710024235196969
Lambda 14.882827924747662252
Iter 66, RMSE=0.0004972589000273824715
Lambda 14.884489554221204344
Iter 67, RMSE=0.00049629420552297883254
Lambda 14.886092667316127347
Iter 68, RMSE=0.0004953123108642399795
Lambda 14.887572461918219702
Iter 69, RMSE=0.00049443594372810097462
Lambda 14.888788026287695487
Iter 70, RMSE=0.00049358830658987056135
Lambda 14.890054472691071297
Iter 71, RMSE=0.00049263246999982053878
Lambda 14.891309264757747854
Iter 72, RMSE=0.00049182044345556352044
Lambda 14.892527203205164099
Iter 73, RMSE=0.00049100278951774484117
Lambda 14.893722082519019523
Iter 74, RMSE=0.00049027167350399749549
Lambda 14.894847866745129394
Iter 75, RMSE=0.00048957931614927491411
Lambda 14.896013096952374966
Iter 76, RMSE=0.00048881126100407828756
Lambda 14.897017485408859727
Iter 77, RMSE=0.0004880704492752507449
Lambda 14.898092462794755519
Iter 78, RMSE=0.00048734215364923063772
Lambda 14.899168495830943826
Iter 79, RMSE=0.00048669721965419242369
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Iter 0, RMSE=4.7985014433437904845e-06
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Iter 1, RMSE=4.113778606079644821e-06
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Iter 127, RMSE=2.5344246131075690126e-06
Lambda 22529.442802161520376
Iter 128, RMSE=2.5333927048814393901e-06
Lambda 22528.716529937089945
Iter 129, RMSE=2.5323717287480415093e-06
Lambda 22527.994709680206142
Iter 130, RMSE=2.5313594220320055614e-06
Lambda 22527.267831579025369
Iter 131, RMSE=2.530364485612484202e-06
Lambda 22526.542344756475359
Iter 132, RMSE=2.5293860397095660093e-06
Lambda 22525.81816144664117
Iter 133, RMSE=2.528423205427165926e-06
Lambda 22525.095387372377445
Iter 134, RMSE=2.5274570501959816073e-06
Lambda 22524.384685644727142
Iter 135, RMSE=2.526496080566070894e-06
Lambda 22523.668694051637431
Iter 136, RMSE=2.5255475255542489433e-06
Lambda 22522.951648189078696
Iter 137, RMSE=2.5245991821491080126e-06
Lambda 22522.236100861857267
Iter 138, RMSE=2.5236574636836382166e-06
Lambda 22521.516600806960923
Iter 139, RMSE=2.5227278165873242849e-06
Lambda 22520.797775184815691
Iter 140, RMSE=2.5218024635388305633e-06
Lambda 22520.083177765198343
Iter 141, RMSE=2.5208887846158478503e-06
Lambda 22519.366566531443823
Iter 142, RMSE=2.5199742793560502891e-06
Lambda 22518.652641966291412
Iter 143, RMSE=2.5190744904217082164e-06
Lambda 22517.938502718770906
Iter 144, RMSE=2.5181759359031365305e-06
Lambda 22517.2299728220205
Iter 145, RMSE=2.5172868285981108143e-06
Lambda 22516.520264614093321
Iter 146, RMSE=2.516406510962474073e-06
Lambda 22515.815207083349378
Iter 147, RMSE=2.5155318385664219139e-06
Lambda 22515.112320073814772
Iter 148, RMSE=2.514667116741139401e-06
Lambda 22514.413568481581024
Iter 149, RMSE=2.5138124803933514384e-06
Lambda 22513.713322084138781
Iter 150, RMSE=2.5129689339265936697e-06
Lambda 22513.017512026308395
Iter 151, RMSE=2.5121337483119898422e-06
Lambda 22512.321337160410621
Iter 152, RMSE=2.511306904989801249e-06
Lambda 22511.627097816930473
Iter 153, RMSE=2.5104918847971839277e-06
Lambda 22510.932106144464342
Iter 154, RMSE=2.5096895937418159188e-06
Lambda 22510.23733935670316
Iter 155, RMSE=2.5088940332830280986e-06
Lambda 22509.545020756453596
Iter 156, RMSE=2.508105295151503287e-06
Lambda 22508.853056763124187
Iter 157, RMSE=2.5073232624492535786e-06
Lambda 22508.161626065648306
Iter 158, RMSE=2.5065511747955735571e-06
Lambda 22507.469590639637318
Iter 159, RMSE=2.5057871841879404074e-06
Lambda 22506.784166998953879
Iter 160, RMSE=2.5050290673000570102e-06
Lambda 22506.094159363776271
Iter 161, RMSE=2.5042742973925787413e-06
Lambda 22505.405088232972048
Iter 162, RMSE=2.5035271962381426958e-06
Lambda 22504.718272338701354
Iter 163, RMSE=2.5027894885575513663e-06
Lambda 22504.034221274010633
Iter 164, RMSE=2.5020582167680579111e-06
Lambda 22503.351363016521645
Iter 165, RMSE=2.5013346673129475e-06
Lambda 22502.670000961050391
Iter 166, RMSE=2.5006201028035006488e-06
Lambda 22501.990412356892193
Iter 167, RMSE=2.4999142426742244407e-06
Lambda 22501.312018173059187
Iter 168, RMSE=2.4992095637500809207e-06
Lambda 22500.637004219886876
Iter 169, RMSE=2.4984954565290579633e-06
Lambda 22499.965179387963872
Iter 170, RMSE=2.4977891004399233884e-06
Lambda 22499.293014012258936
Iter 171, RMSE=2.4970873920943952484e-06
Lambda 22498.624016298363131
Iter 172, RMSE=2.4963944507446181121e-06
Lambda 22497.955125530206715
Iter 173, RMSE=2.4956994151851984428e-06
Lambda 22497.293176439874514
Iter 174, RMSE=2.4950106221819194155e-06
Lambda 22496.628755963531148
Iter 175, RMSE=2.4943248097236258437e-06
Lambda 22495.964764051299426
Iter 176, RMSE=2.4936464978089216962e-06
Lambda 22495.300587636269483
Iter 177, RMSE=2.4929618702266224584e-06
Lambda 22494.640113937017304
Iter 178, RMSE=2.4922795827496822788e-06
Lambda 22493.982143117900705
Iter 179, RMSE=2.491602049570412016e-06
Lambda 22493.325026809787232
Iter 180, RMSE=2.4909328487761738629e-06
Lambda 22492.666370039478352
Iter 181, RMSE=2.4902584319507942573e-06
Lambda 22492.011627839427092
Iter 182, RMSE=2.4895804691437584748e-06
Lambda 22491.357804096911423
Iter 183, RMSE=2.4889115816866048889e-06
Lambda 22490.708061721328704
Iter 184, RMSE=2.488246417235108271e-06
Lambda 22490.045579879450088
Iter 185, RMSE=2.4875875919303755885e-06
Lambda 22489.375476629054901
Iter 186, RMSE=2.4869371552421701705e-06
Lambda 22488.718723827492795
Iter 187, RMSE=2.4862964714295780854e-06
Lambda 22488.067011521259701
Iter 188, RMSE=2.4856612829761746904e-06
Lambda 22487.415559906279668
Iter 189, RMSE=2.4850304698186275044e-06
Lambda 22486.766222386137088
Iter 190, RMSE=2.4844093036600206287e-06
Lambda 22486.117273005806055
Iter 191, RMSE=2.4837879823270704108e-06
Lambda 22485.473696720920998
Iter 192, RMSE=2.4831741891262304304e-06
Lambda 22484.830719530455099
Iter 193, RMSE=2.4825682426316442778e-06
Lambda 22484.189175988787611
Iter 194, RMSE=2.4819672404897018047e-06
Lambda 22483.546819216324366
Iter 195, RMSE=2.481374233647376793e-06
Lambda 22482.90373899176484
Iter 196, RMSE=2.4807855640907123286e-06
Lambda 22482.255278605851345
Iter 197, RMSE=2.4802017286971347002e-06
Lambda 22481.613915249883576
Iter 198, RMSE=2.4796255653929727124e-06
Lambda 22480.97438195817449
Iter 199, RMSE=2.4790562008589685396e-06
Lambda 22480.338342748094874
total hierarchical fact = 919.3612060546875
lambda=22480.338342748094874
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