In [1]:

    

import regression_task as rg
import numpy as np


    

In [ ]:

    

import data_cleaner as d


    

In [ ]:

    

x_train, y_train, x_test, y_test = d.get_data("linear")


    

In [3]:

    

y = rg.Regression_model(rg.Linear_reg, 1)


    

In [ ]:

    

x_train, y_train, x_test, y_test = d.get_data("logistic")


    

In [ ]:

    

y = rg.Regression_model(rg.Logistic_reg, 8)


    

In [5]:

    

y.train(x_train, y_train, 0.01, 10, 6)


    

    




Iteration  0
Current Cost:  12.3472436758
Iteration  1
Current Cost:  11.4511941497
Iteration  2
Current Cost:  8.91031767933
Iteration  3
Current Cost:  6.08130300009
Epoch  1  	Complete
Iteration  0
Current Cost:  6.27624976484
Iteration  1
Current Cost:  6.08114376343
Iteration  2
Current Cost:  5.33647956876
Iteration  3
Current Cost:  4.55570573335
Epoch  2  	Complete
Iteration  0
Current Cost:  4.66462633033
Iteration  1
Current Cost:  4.63484153917
Iteration  2
Current Cost:  4.40000759827
Iteration  3
Current Cost:  4.17874690678
Epoch  3  	Complete
Iteration  0
Current Cost:  4.23423724756
Iteration  1
Current Cost:  4.2379150031
Iteration  2
Current Cost:  4.15584923387
Iteration  3
Current Cost:  4.09173577139
Epoch  4  	Complete
Iteration  0
Current Cost:  4.1173436066
Iteration  1
Current Cost:  4.12461761978
Iteration  2
Current Cost:  4.09218877422
Iteration  3
Current Cost:  4.07434190233
Epoch  5  	Complete
Iteration  0
Current Cost:  4.08396347245
Iteration  1
Current Cost:  4.08949698333
Iteration  2
Current Cost:  4.07494789076
Iteration  3
Current Cost:  4.07174396444
Epoch  6  	Complete
Iteration  0
Current Cost:  4.0729941866
Iteration  1
Current Cost:  4.07668784944
Iteration  2
Current Cost:  4.06931255389
Iteration  3
Current Cost:  4.07120737978
Epoch  7  	Complete
Iteration  0
Current Cost:  4.06812429798
Iteration  1
Current Cost:  4.07062404733
Iteration  2
Current Cost:  4.06640411779
Iteration  3
Current Cost:  4.07026788431
Epoch  8  	Complete
Iteration  0
Current Cost:  4.06495937225
Iteration  1
Current Cost:  4.06678049511
Iteration  2
Current Cost:  4.06404260063
Iteration  3
Current Cost:  4.06873707248
Epoch  9  	Complete
Iteration  0
Current Cost:  4.06229487759
Iteration  1
Current Cost:  4.06375017528
Iteration  2
Current Cost:  4.06173774481
Iteration  3
Current Cost:  4.06680277565
Epoch  10  	Complete
Iteration  0
Current Cost:  4.05979011567
Iteration  1
Current Cost:  4.06105277946
Iteration  2
Current Cost:  4.05940422703
Iteration  3
Current Cost:  4.06463660369
Epoch  11  	Complete
Iteration  0
Current Cost:  4.05734343826
Iteration  1
Current Cost:  4.05850563206
Iteration  2
Current Cost:  4.05704227834
Iteration  3
Current Cost:  4.06234650821
Epoch  12  	Complete
Iteration  0
Current Cost:  4.0549219497
Iteration  1
Current Cost:  4.05603180384
Iteration  2
Current Cost:  4.05466368451
Iteration  3
Current Cost:  4.05999314301
Epoch  13  	Complete
Iteration  0
Current Cost:  4.0525138193
Iteration  1
Current Cost:  4.0535962334
Iteration  2
Current Cost:  4.05227759244
Iteration  3
Current Cost:  4.05760902134
Epoch  14  	Complete
Iteration  0
Current Cost:  4.05011428736
Iteration  1
Current Cost:  4.05118207956
Iteration  2
Current Cost:  4.0498895212
Iteration  3
Current Cost:  4.05521119228
Epoch  15  	Complete
Iteration  0
Current Cost:  4.0477212444
Iteration  1
Current Cost:  4.04878099448
Iteration  2
Current Cost:  4.04750252276
Iteration  3
Current Cost:  4.05280849842
Epoch  16  	Complete
Iteration  0
Current Cost:  4.04533368744
Iteration  1
Current Cost:  4.04638876566
Iteration  2
Current Cost:  4.04511822076
Iteration  3
Current Cost:  4.05040549928
Epoch  17  	Complete
Iteration  0
Current Cost:  4.04295111702
Iteration  1
Current Cost:  4.04400324544
Iteration  2
Current Cost:  4.0427374618
Iteration  3
Current Cost:  4.04800453746
Epoch  18  	Complete
Iteration  0
Current Cost:  4.04057327635
Iteration  1
Current Cost:  4.0416233315
Iteration  2
Current Cost:  4.04036068152
Iteration  3
Current Cost:  4.04560681283
Epoch  19  	Complete
Iteration  0
Current Cost:  4.03820002981
Iteration  1
Current Cost:  4.03924845464
Iteration  2
Current Cost:  4.03798810111
Iteration  3
Current Cost:  4.04321293749
Epoch  20  	Complete
Iteration  0
Current Cost:  4.03583130339
Iteration  1
Current Cost:  4.03687831861
Iteration  2
Current Cost:  4.03561983063
Iteration  3
Current Cost:  4.04082322159
Epoch  21  	Complete
Iteration  0
Current Cost:  4.03346705475
Iteration  1
Current Cost:  4.03451276717
Iteration  2
Current Cost:  4.03325592276
Iteration  3
Current Cost:  4.03843782018
Epoch  22  	Complete
Iteration  0
Current Cost:  4.03110725794
Iteration  1
Current Cost:  4.03215171599
Iteration  2
Current Cost:  4.0308964006
Iteration  3
Current Cost:  4.03605680876
Epoch  23  	Complete
Iteration  0
Current Cost:  4.02875189545
Iteration  1
Current Cost:  4.0297951177
Iteration  2
Current Cost:  4.028541272
Iteration  3
Current Cost:  4.03368022196
Epoch  24  	Complete
Iteration  0
Current Cost:  4.02640095423
Iteration  1
Current Cost:  4.02744294392
Iteration  2
Current Cost:  4.02619053699
Iteration  3
Current Cost:  4.03130807346
Epoch  25  	Complete
Iteration  0
Current Cost:  4.02405442348
Iteration  1
Current Cost:  4.02509517604
Iteration  2
Current Cost:  4.02384419158
Iteration  3
Current Cost:  4.02894036619
Epoch  26  	Complete
Iteration  0
Current Cost:  4.02171229362
Iteration  1
Current Cost:  4.0227518005
Iteration  2
Current Cost:  4.0215022297
Iteration  3
Current Cost:  4.02657709758
Epoch  27  	Complete
Iteration  0
Current Cost:  4.0193745557
Iteration  1
Current Cost:  4.02041280631
Iteration  2
Current Cost:  4.01916464424
Iteration  3
Current Cost:  4.02421826223
Epoch  28  	Complete
Iteration  0
Current Cost:  4.0170412011
Iteration  1
Current Cost:  4.01807818383
Iteration  2
Current Cost:  4.01683142755
Iteration  3
Current Cost:  4.02186385332
Epoch  29  	Complete
Iteration  0
Current Cost:  4.01471222138
Iteration  1
Current Cost:  4.01574792412
Iteration  2
Current Cost:  4.01450257169
Iteration  3
Current Cost:  4.01951386327
Epoch  30  	Complete
Iteration  0
Current Cost:  4.0123876082
Iteration  1
Current Cost:  4.01342201861
Iteration  2
Current Cost:  4.01217806863
Iteration  3
Current Cost:  4.01716828417
Epoch  31  	Complete
Iteration  0
Current Cost:  4.0100673533
Iteration  1
Current Cost:  4.01110045891
Iteration  2
Current Cost:  4.00985791025
Iteration  3
Current Cost:  4.01482710789
Epoch  32  	Complete
Iteration  0
Current Cost:  4.00775144842
Iteration  1
Current Cost:  4.00878323675
Iteration  2
Current Cost:  4.00754208841
Iteration  3
Current Cost:  4.01249032624
Epoch  33  	Complete
Iteration  0
Current Cost:  4.00543988536
Iteration  1
Current Cost:  4.00647034393
Iteration  2
Current Cost:  4.00523059498
Iteration  3
Current Cost:  4.010157931
Epoch  34  	Complete
Iteration  0
Current Cost:  4.00313265593
Iteration  1
Current Cost:  4.00416177226
Iteration  2
Current Cost:  4.00292342183
Iteration  3
Current Cost:  4.00782991391
Epoch  35  	Complete
Iteration  0
Current Cost:  4.00082975197
Iteration  1
Current Cost:  4.00185751362
Iteration  2
Current Cost:  4.00062056083
Iteration  3
Current Cost:  4.00550626673
Epoch  36  	Complete
Iteration  0
Current Cost:  3.99853116531
Iteration  1
Current Cost:  3.99955755987
Iteration  2
Current Cost:  3.99832200387
Iteration  3
Current Cost:  4.00318698123
Epoch  37  	Complete
Iteration  0
Current Cost:  3.99623688782
Iteration  1
Current Cost:  3.99726190293
Iteration  2
Current Cost:  3.99602774286
Iteration  3
Current Cost:  4.0008720492
Epoch  38  	Complete
Iteration  0
Current Cost:  3.99394691139
Iteration  1
Current Cost:  3.99497053469
Iteration  2
Current Cost:  3.99373776971
Iteration  3
Current Cost:  3.99856146242
Epoch  39  	Complete
Iteration  0
Current Cost:  3.9916612279
Iteration  1
Current Cost:  3.99268344711
Iteration  2
Current Cost:  3.99145207636
Iteration  3
Current Cost:  3.99625521269
Epoch  40  	Complete
Iteration  0
Current Cost:  3.98937982926
Iteration  1
Current Cost:  3.99040063211
Iteration  2
Current Cost:  3.98917065475
Iteration  3
Current Cost:  3.99395329186
Epoch  41  	Complete
Iteration  0
Current Cost:  3.98710270741
Iteration  1
Current Cost:  3.98812208167
Iteration  2
Current Cost:  3.98689349684
Iteration  3
Current Cost:  3.99165569174
Epoch  42  	Complete
Iteration  0
Current Cost:  3.98482985428
Iteration  1
Current Cost:  3.98584778776
Iteration  2
Current Cost:  3.98462059462
Iteration  3
Current Cost:  3.9893624042
Epoch  43  	Complete
Iteration  0
Current Cost:  3.98256126182
Iteration  1
Current Cost:  3.98357774238
Iteration  2
Current Cost:  3.98235194008
Iteration  3
Current Cost:  3.9870734211
Epoch  44  	Complete
Iteration  0
Current Cost:  3.98029692202
Iteration  1
Current Cost:  3.98131193754
Iteration  2
Current Cost:  3.98008752522
Iteration  3
Current Cost:  3.98478873433
Epoch  45  	Complete
Iteration  0
Current Cost:  3.97803682685
Iteration  1
Current Cost:  3.97905036525
Iteration  2
Current Cost:  3.97782734208
Iteration  3
Current Cost:  3.98250833578
Epoch  46  	Complete
Iteration  0
Current Cost:  3.97578096832
Iteration  1
Current Cost:  3.97679301756
Iteration  2
Current Cost:  3.97557138268
Iteration  3
Current Cost:  3.98023221737
Epoch  47  	Complete
Iteration  0
Current Cost:  3.97352933844
Iteration  1
Current Cost:  3.97453988652
Iteration  2
Current Cost:  3.97331963909
Iteration  3
Current Cost:  3.97796037103
Epoch  48  	Complete
Iteration  0
Current Cost:  3.97128192925
Iteration  1
Current Cost:  3.9722909642
Iteration  2
Current Cost:  3.97107210336
Iteration  3
Current Cost:  3.97569278871
Epoch  49  	Complete
Iteration  0
Current Cost:  3.96903873279
Iteration  1
Current Cost:  3.97004624268
Iteration  2
Current Cost:  3.96882876759
Iteration  3
Current Cost:  3.97342946235
Epoch  50  	Complete
Iteration  0
Current Cost:  3.96679974113
Iteration  1
Current Cost:  3.96780571406
Iteration  2
Current Cost:  3.96658962387
Iteration  3
Current Cost:  3.97117038395
Epoch  51  	Complete
Iteration  0
Current Cost:  3.96456494634
Iteration  1
Current Cost:  3.96556937046
Iteration  2
Current Cost:  3.96435466432
Iteration  3
Current Cost:  3.96891554549
Epoch  52  	Complete
Iteration  0
Current Cost:  3.96233434051
Iteration  1
Current Cost:  3.963337204
Iteration  2
Current Cost:  3.96212388106
Iteration  3
Current Cost:  3.96666493897
Epoch  53  	Complete
Iteration  0
Current Cost:  3.96010791575
Iteration  1
Current Cost:  3.96110920683
Iteration  2
Current Cost:  3.95989726624
Iteration  3
Current Cost:  3.96441855641
Epoch  54  	Complete
Iteration  0
Current Cost:  3.95788566418
Iteration  1
Current Cost:  3.9588853711
Iteration  2
Current Cost:  3.95767481201
Iteration  3
Current Cost:  3.96217638986
Epoch  55  	Complete
Iteration  0
Current Cost:  3.95566757795
Iteration  1
Current Cost:  3.95666568899
Iteration  2
Current Cost:  3.95545651055
Iteration  3
Current Cost:  3.95993843136
Epoch  56  	Complete
Iteration  0
Current Cost:  3.95345364919
Iteration  1
Current Cost:  3.95445015268
Iteration  2
Current Cost:  3.95324235404
Iteration  3
Current Cost:  3.95770467298
Epoch  57  	Complete
Iteration  0
Current Cost:  3.95124387008
Iteration  1
Current Cost:  3.95223875438
Iteration  2
Current Cost:  3.9510323347
Iteration  3
Current Cost:  3.95547510679
Epoch  58  	Complete
Iteration  0
Current Cost:  3.94903823279
Iteration  1
Current Cost:  3.9500314863
Iteration  2
Current Cost:  3.94882644472
Iteration  3
Current Cost:  3.9532497249
Epoch  59  	Complete
Iteration  0
Current Cost:  3.94683672953
Iteration  1
Current Cost:  3.94782834068
Iteration  2
Current Cost:  3.94662467636
Iteration  3
Current Cost:  3.95102851942
Epoch  60  	Complete
Iteration  0
Current Cost:  3.9446393525
Iteration  1
Current Cost:  3.94562930977
Iteration  2
Current Cost:  3.94442702184
Iteration  3
Current Cost:  3.94881148246
Epoch  61  	Complete
Iteration  0
Current Cost:  3.94244609394
Iteration  1
Current Cost:  3.94343438581
Iteration  2
Current Cost:  3.94223347344
Iteration  3
Current Cost:  3.94659860618
Epoch  62  	Complete
Iteration  0
Current Cost:  3.94025694607
Iteration  1
Current Cost:  3.94124356109
Iteration  2
Current Cost:  3.94004402343
Iteration  3
Current Cost:  3.94438988272
Epoch  63  	Complete
Iteration  0
Current Cost:  3.93807190115
Iteration  1
Current Cost:  3.9390568279
Iteration  2
Current Cost:  3.93785866409
Iteration  3
Current Cost:  3.94218530426
Epoch  64  	Complete
Iteration  0
Current Cost:  3.93589095146
Iteration  1
Current Cost:  3.93687417855
Iteration  2
Current Cost:  3.93567738774
Iteration  3
Current Cost:  3.93998486298
Epoch  65  	Complete
Iteration  0
Current Cost:  3.93371408927
Iteration  1
Current Cost:  3.93469560535
Iteration  2
Current Cost:  3.9335001867
Iteration  3
Current Cost:  3.93778855108
Epoch  66  	Complete
Iteration  0
Current Cost:  3.93154130689
Iteration  1
Current Cost:  3.93252110063
Iteration  2
Current Cost:  3.93132705329
Iteration  3
Current Cost:  3.93559636077
Epoch  67  	Complete
Iteration  0
Current Cost:  3.92937259663
Iteration  1
Current Cost:  3.93035065675
Iteration  2
Current Cost:  3.92915797986
Iteration  3
Current Cost:  3.93340828429
Epoch  68  	Complete
Iteration  0
Current Cost:  3.92720795082
Iteration  1
Current Cost:  3.92818426607
Iteration  2
Current Cost:  3.92699295879
Iteration  3
Current Cost:  3.93122431388
Epoch  69  	Complete
Iteration  0
Current Cost:  3.92504736179
Iteration  1
Current Cost:  3.92602192096
Iteration  2
Current Cost:  3.92483198243
Iteration  3
Current Cost:  3.9290444418
Epoch  70  	Complete
Iteration  0
Current Cost:  3.92289082191
Iteration  1
Current Cost:  3.92386361382
Iteration  2
Current Cost:  3.9226750432
Iteration  3
Current Cost:  3.92686866032
Epoch  71  	Complete
Iteration  0
Current Cost:  3.92073832354
Iteration  1
Current Cost:  3.92170933705
Iteration  2
Current Cost:  3.92052213348
Iteration  3
Current Cost:  3.92469696172
Epoch  72  	Complete
Iteration  0
Current Cost:  3.91858985907
Iteration  1
Current Cost:  3.91955908308
Iteration  2
Current Cost:  3.91837324571
Iteration  3
Current Cost:  3.92252933832
Epoch  73  	Complete
Iteration  0
Current Cost:  3.91644542091
Iteration  1
Current Cost:  3.91741284433
Iteration  2
Current Cost:  3.91622837231
Iteration  3
Current Cost:  3.92036578242
Epoch  74  	Complete
Iteration  0
Current Cost:  3.91430500145
Iteration  1
Current Cost:  3.91527061326
Iteration  2
Current Cost:  3.91408750574
Iteration  3
Current Cost:  3.91820628636
Epoch  75  	Complete
Iteration  0
Current Cost:  3.91216859314
Iteration  1
Current Cost:  3.91313238232
Iteration  2
Current Cost:  3.91195063846
Iteration  3
Current Cost:  3.91605084249
Epoch  76  	Complete
Iteration  0
Current Cost:  3.91003618842
Iteration  1
Current Cost:  3.910998144
Iteration  2
Current Cost:  3.90981776295
Iteration  3
Current Cost:  3.91389944316
Epoch  77  	Complete
Iteration  0
Current Cost:  3.90790777974
Iteration  1
Current Cost:  3.90886789079
Iteration  2
Current Cost:  3.90768887169
Iteration  3
Current Cost:  3.91175208075
Epoch  78  	Complete
Iteration  0
Current Cost:  3.90578335958
Iteration  1
Current Cost:  3.90674161519
Iteration  2
Current Cost:  3.90556395719
Iteration  3
Current Cost:  3.90960874764
Epoch  79  	Complete
Iteration  0
Current Cost:  3.90366292041
Iteration  1
Current Cost:  3.90461930973
Iteration  2
Current Cost:  3.90344301198
Iteration  3
Current Cost:  3.90746943626
Epoch  80  	Complete
Iteration  0
Current Cost:  3.90154645474
Iteration  1
Current Cost:  3.90250096693
Iteration  2
Current Cost:  3.90132602858
Iteration  3
Current Cost:  3.905334139
Epoch  81  	Complete
Iteration  0
Current Cost:  3.89943395509
Iteration  1
Current Cost:  3.90038657935
Iteration  2
Current Cost:  3.89921299955
Iteration  3
Current Cost:  3.9032028483
Epoch  82  	Complete
Iteration  0
Current Cost:  3.89732541398
Iteration  1
Current Cost:  3.89827613954
Iteration  2
Current Cost:  3.89710391744
Iteration  3
Current Cost:  3.90107555661
Epoch  83  	Complete
Iteration  0
Current Cost:  3.89522082395
Iteration  1
Current Cost:  3.89616964008
Iteration  2
Current Cost:  3.89499877484
Iteration  3
Current Cost:  3.89895225639
Epoch  84  	Complete
Iteration  0
Current Cost:  3.89312017756
Iteration  1
Current Cost:  3.89406707357
Iteration  2
Current Cost:  3.89289756432
Iteration  3
Current Cost:  3.89683294012
Epoch  85  	Complete
Iteration  0
Current Cost:  3.89102346738
Iteration  1
Current Cost:  3.89196843261
Iteration  2
Current Cost:  3.89080027851
Iteration  3
Current Cost:  3.89471760028
Epoch  86  	Complete
Iteration  0
Current Cost:  3.88893068599
Iteration  1
Current Cost:  3.88987370981
Iteration  2
Current Cost:  3.88870691001
Iteration  3
Current Cost:  3.89260622938
Epoch  87  	Complete
Iteration  0
Current Cost:  3.886841826
Iteration  1
Current Cost:  3.88778289781
Iteration  2
Current Cost:  3.88661745145
Iteration  3
Current Cost:  3.89049881994
Epoch  88  	Complete
Iteration  0
Current Cost:  3.88475688001
Iteration  1
Current Cost:  3.88569598925
Iteration  2
Current Cost:  3.88453189549
Iteration  3
Current Cost:  3.88839536448
Epoch  89  	Complete
Iteration  0
Current Cost:  3.88267584066
Iteration  1
Current Cost:  3.8836129768
Iteration  2
Current Cost:  3.88245023478
Iteration  3
Current Cost:  3.88629585556
Epoch  90  	Complete
Iteration  0
Current Cost:  3.88059870057
Iteration  1
Current Cost:  3.88153385312
Iteration  2
Current Cost:  3.880372462
Iteration  3
Current Cost:  3.88420028573
Epoch  91  	Complete
Iteration  0
Current Cost:  3.87852545241
Iteration  1
Current Cost:  3.8794586109
Iteration  2
Current Cost:  3.87829856983
Iteration  3
Current Cost:  3.88210864756
Epoch  92  	Complete
Iteration  0
Current Cost:  3.87645608884
Iteration  1
Current Cost:  3.87738724286
Iteration  2
Current Cost:  3.87622855097
Iteration  3
Current Cost:  3.88002093365
Epoch  93  	Complete
Iteration  0
Current Cost:  3.87439060255
Iteration  1
Current Cost:  3.87531974169
Iteration  2
Current Cost:  3.87416239814
Iteration  3
Current Cost:  3.8779371366
Epoch  94  	Complete
Iteration  0
Current Cost:  3.87232898622
Iteration  1
Current Cost:  3.87325610013
Iteration  2
Current Cost:  3.87210010408
Iteration  3
Current Cost:  3.87585724903
Epoch  95  	Complete
Iteration  0
Current Cost:  3.87027123258
Iteration  1
Current Cost:  3.87119631092
Iteration  2
Current Cost:  3.87004166151
Iteration  3
Current Cost:  3.87378126355
Epoch  96  	Complete
Iteration  0
Current Cost:  3.86821733434
Iteration  1
Current Cost:  3.86914036682
Iteration  2
Current Cost:  3.8679870632
Iteration  3
Current Cost:  3.87170917283
Epoch  97  	Complete
Iteration  0
Current Cost:  3.86616728424
Iteration  1
Current Cost:  3.86708826059
Iteration  2
Current Cost:  3.86593630192
Iteration  3
Current Cost:  3.86964096951
Epoch  98  	Complete
Iteration  0
Current Cost:  3.86412107503
Iteration  1
Current Cost:  3.86503998503
Iteration  2
Current Cost:  3.86388937044
Iteration  3
Current Cost:  3.86757664626
Epoch  99  	Complete
Iteration  0
Current Cost:  3.86207869948
Iteration  1
Current Cost:  3.86299553293
Iteration  2
Current Cost:  3.86184626158
Iteration  3
Current Cost:  3.86551619578
Epoch  100  	Complete
Iteration  0
Current Cost:  3.86004015036
Iteration  1
Current Cost:  3.86095489709
Iteration  2
Current Cost:  3.85980696813
Iteration  3
Current Cost:  3.86345961076
Epoch  101  	Complete
Iteration  0
Current Cost:  3.85800542047
Iteration  1
Current Cost:  3.85891807035
Iteration  2
Current Cost:  3.85777148292
Iteration  3
Current Cost:  3.86140688392
Epoch  102  	Complete
Iteration  0
Current Cost:  3.8559745026
Iteration  1
Current Cost:  3.85688504554
Iteration  2
Current Cost:  3.8557397988
Iteration  3
Current Cost:  3.85935800798
Epoch  103  	Complete
Iteration  0
Current Cost:  3.85394738959
Iteration  1
Current Cost:  3.85485581551
Iteration  2
Current Cost:  3.85371190861
Iteration  3
Current Cost:  3.85731297568
Epoch  104  	Complete
Iteration  0
Current Cost:  3.85192407425
Iteration  1
Current Cost:  3.85283037313
Iteration  2
Current Cost:  3.85168780521
Iteration  3
Current Cost:  3.85527177978
Epoch  105  	Complete
Iteration  0
Current Cost:  3.84990454945
Iteration  1
Current Cost:  3.85080871127
Iteration  2
Current Cost:  3.84966748149
Iteration  3
Current Cost:  3.85323441305
Epoch  106  	Complete
Iteration  0
Current Cost:  3.84788880803
Iteration  1
Current Cost:  3.84879082283
Iteration  2
Current Cost:  3.84765093034
Iteration  3
Current Cost:  3.85120086826
Epoch  107  	Complete
Iteration  0
Current Cost:  3.84587684287
Iteration  1
Current Cost:  3.84677670072
Iteration  2
Current Cost:  3.84563814465
Iteration  3
Current Cost:  3.84917113822
Epoch  108  	Complete
Iteration  0
Current Cost:  3.84386864685
Iteration  1
Current Cost:  3.84476633784
Iteration  2
Current Cost:  3.84362911736
Iteration  3
Current Cost:  3.84714521572
Epoch  109  	Complete
Iteration  0
Current Cost:  3.84186421289
Iteration  1
Current Cost:  3.84275972714
Iteration  2
Current Cost:  3.84162384139
Iteration  3
Current Cost:  3.84512309361
Epoch  110  	Complete
Iteration  0
Current Cost:  3.83986353388
Iteration  1
Current Cost:  3.84075686156
Iteration  2
Current Cost:  3.83962230969
Iteration  3
Current Cost:  3.8431047647
Epoch  111  	Complete
Iteration  0
Current Cost:  3.83786660276
Iteration  1
Current Cost:  3.83875773405
Iteration  2
Current Cost:  3.83762451521
Iteration  3
Current Cost:  3.84109022185
Epoch  112  	Complete
Iteration  0
Current Cost:  3.83587341247
Iteration  1
Current Cost:  3.83676233759
Iteration  2
Current Cost:  3.83563045094
Iteration  3
Current Cost:  3.83907945793
Epoch  113  	Complete
Iteration  0
Current Cost:  3.83388395596
Iteration  1
Current Cost:  3.83477066517
Iteration  2
Current Cost:  3.83364010984
Iteration  3
Current Cost:  3.83707246581
Epoch  114  	Complete
Iteration  0
Current Cost:  3.83189822619
Iteration  1
Current Cost:  3.83278270978
Iteration  2
Current Cost:  3.83165348493
Iteration  3
Current Cost:  3.83506923838
Epoch  115  	Complete
Iteration  0
Current Cost:  3.82991621615
Iteration  1
Current Cost:  3.83079846443
Iteration  2
Current Cost:  3.82967056921
Iteration  3
Current Cost:  3.83306976854
Epoch  116  	Complete
Iteration  0
Current Cost:  3.82793791883
Iteration  1
Current Cost:  3.82881792215
Iteration  2
Current Cost:  3.82769135571
Iteration  3
Current Cost:  3.83107404921
Epoch  117  	Complete
Iteration  0
Current Cost:  3.82596332723
Iteration  1
Current Cost:  3.82684107598
Iteration  2
Current Cost:  3.82571583746
Iteration  3
Current Cost:  3.82908207333
Epoch  118  	Complete
Iteration  0
Current Cost:  3.82399243439
Iteration  1
Current Cost:  3.82486791896
Iteration  2
Current Cost:  3.82374400753
Iteration  3
Current Cost:  3.82709383383
Epoch  119  	Complete
Iteration  0
Current Cost:  3.82202523332
Iteration  1
Current Cost:  3.82289844417
Iteration  2
Current Cost:  3.82177585896
Iteration  3
Current Cost:  3.82510932368
Epoch  120  	Complete
Iteration  0
Current Cost:  3.82006171707
Iteration  1
Current Cost:  3.82093264467
Iteration  2
Current Cost:  3.81981138484
Iteration  3
Current Cost:  3.82312853584
Epoch  121  	Complete
Iteration  0
Current Cost:  3.81810187871
Iteration  1
Current Cost:  3.81897051357
Iteration  2
Current Cost:  3.81785057826
Iteration  3
Current Cost:  3.82115146329
Epoch  122  	Complete
Iteration  0
Current Cost:  3.81614571131
Iteration  1
Current Cost:  3.81701204396
Iteration  2
Current Cost:  3.81589343233
Iteration  3
Current Cost:  3.81917809904
Epoch  123  	Complete
Iteration  0
Current Cost:  3.81419320795
Iteration  1
Current Cost:  3.81505722895
Iteration  2
Current Cost:  3.81393994015
Iteration  3
Current Cost:  3.81720843609
Epoch  124  	Complete
Iteration  0
Current Cost:  3.81224436173
Iteration  1
Current Cost:  3.81310606169
Iteration  2
Current Cost:  3.81199009486
Iteration  3
Current Cost:  3.81524246747
Epoch  125  	Complete
Iteration  0
Current Cost:  3.81029916576
Iteration  1
Current Cost:  3.8111585353
Iteration  2
Current Cost:  3.8100438896
Iteration  3
Current Cost:  3.81328018622
Epoch  126  	Complete
Iteration  0
Current Cost:  3.80835761317
Iteration  1
Current Cost:  3.80921464295
Iteration  2
Current Cost:  3.80810131753
Iteration  3
Current Cost:  3.81132158538
Epoch  127  	Complete
Iteration  0
Current Cost:  3.80641969709
Iteration  1
Current Cost:  3.80727437781
Iteration  2
Current Cost:  3.80616237181
Iteration  3
Current Cost:  3.80936665801
Epoch  128  	Complete
Iteration  0
Current Cost:  3.80448541067
Iteration  1
Current Cost:  3.80533773305
Iteration  2
Current Cost:  3.80422704563
Iteration  3
Current Cost:  3.8074153972
Epoch  129  	Complete
Iteration  0
Current Cost:  3.80255474708
Iteration  1
Current Cost:  3.80340470187
Iteration  2
Current Cost:  3.80229533218
Iteration  3
Current Cost:  3.80546779603
Epoch  130  	Complete
Iteration  0
Current Cost:  3.8006276995
Iteration  1
Current Cost:  3.80147527748
Iteration  2
Current Cost:  3.80036722466
Iteration  3
Current Cost:  3.8035238476
Epoch  131  	Complete
Iteration  0
Current Cost:  3.79870426111
Iteration  1
Current Cost:  3.79954945309
Iteration  2
Current Cost:  3.7984427163
Iteration  3
Current Cost:  3.80158354503
Epoch  132  	Complete
Iteration  0
Current Cost:  3.79678442511
Iteration  1
Current Cost:  3.79762722194
Iteration  2
Current Cost:  3.79652180033
Iteration  3
Current Cost:  3.79964688145
Epoch  133  	Complete
Iteration  0
Current Cost:  3.79486818473
Iteration  1
Current Cost:  3.79570857727
Iteration  2
Current Cost:  3.79460446999
Iteration  3
Current Cost:  3.79771385
Epoch  134  	Complete
Iteration  0
Current Cost:  3.79295553318
Iteration  1
Current Cost:  3.79379351235
Iteration  2
Current Cost:  3.79269071854
Iteration  3
Current Cost:  3.79578444383
Epoch  135  	Complete
Iteration  0
Current Cost:  3.79104646371
Iteration  1
Current Cost:  3.79188202044
Iteration  2
Current Cost:  3.79078053926
Iteration  3
Current Cost:  3.79385865611
Epoch  136  	Complete
Iteration  0
Current Cost:  3.78914096957
Iteration  1
Current Cost:  3.78997409482
Iteration  2
Current Cost:  3.78887392542
Iteration  3
Current Cost:  3.79193648002
Epoch  137  	Complete
Iteration  0
Current Cost:  3.78723904403
Iteration  1
Current Cost:  3.78806972879
Iteration  2
Current Cost:  3.78697087032
Iteration  3
Current Cost:  3.79001790876
Epoch  138  	Complete
Iteration  0
Current Cost:  3.78534068036
Iteration  1
Current Cost:  3.78616891567
Iteration  2
Current Cost:  3.78507136727
Iteration  3
Current Cost:  3.78810293552
Epoch  139  	Complete
Iteration  0
Current Cost:  3.78344587187
Iteration  1
Current Cost:  3.78427164876
Iteration  2
Current Cost:  3.7831754096
Iteration  3
Current Cost:  3.78619155352
Epoch  140  	Complete
Iteration  0
Current Cost:  3.78155461184
Iteration  1
Current Cost:  3.78237792142
Iteration  2
Current Cost:  3.78128299063
Iteration  3
Current Cost:  3.78428375601
Epoch  141  	Complete
Iteration  0
Current Cost:  3.7796668936
Iteration  1
Current Cost:  3.78048772697
Iteration  2
Current Cost:  3.77939410372
Iteration  3
Current Cost:  3.78237953622
Epoch  142  	Complete
Iteration  0
Current Cost:  3.77778271048
Iteration  1
Current Cost:  3.77860105878
Iteration  2
Current Cost:  3.77750874221
Iteration  3
Current Cost:  3.7804788874
Epoch  143  	Complete
Iteration  0
Current Cost:  3.77590205582
Iteration  1
Current Cost:  3.77671791023
Iteration  2
Current Cost:  3.77562689949
Iteration  3
Current Cost:  3.77858180284
Epoch  144  	Complete
Iteration  0
Current Cost:  3.77402492298
Iteration  1
Current Cost:  3.77483827469
Iteration  2
Current Cost:  3.77374856894
Iteration  3
Current Cost:  3.77668827581
Epoch  145  	Complete
Iteration  0
Current Cost:  3.77215130531
Iteration  1
Current Cost:  3.77296214557
Iteration  2
Current Cost:  3.77187374395
Iteration  3
Current Cost:  3.7747982996
Epoch  146  	Complete
Iteration  0
Current Cost:  3.77028119621
Iteration  1
Current Cost:  3.77108951626
Iteration  2
Current Cost:  3.77000241793
Iteration  3
Current Cost:  3.77291186753
Epoch  147  	Complete
Iteration  0
Current Cost:  3.76841458906
Iteration  1
Current Cost:  3.76922038021
Iteration  2
Current Cost:  3.76813458431
Iteration  3
Current Cost:  3.77102897291
Epoch  148  	Complete
Iteration  0
Current Cost:  3.76655147726
Iteration  1
Current Cost:  3.76735473083
Iteration  2
Current Cost:  3.76627023652
Iteration  3
Current Cost:  3.76914960908
Epoch  149  	Complete
Iteration  0
Current Cost:  3.76469185425
Iteration  1
Current Cost:  3.76549256157
Iteration  2
Current Cost:  3.764409368
Iteration  3
Current Cost:  3.76727376938
Epoch  150  	Complete
Iteration  0
Current Cost:  3.76283571343
Iteration  1
Current Cost:  3.76363386589
Iteration  2
Current Cost:  3.76255197222
Iteration  3
Current Cost:  3.76540144717
Epoch  151  	Complete
Iteration  0
Current Cost:  3.76098304826
Iteration  1
Current Cost:  3.76177863727
Iteration  2
Current Cost:  3.76069804264
Iteration  3
Current Cost:  3.76353263583
Epoch  152  	Complete
Iteration  0
Current Cost:  3.7591338522
Iteration  1
Current Cost:  3.75992686919
Iteration  2
Current Cost:  3.75884757275
Iteration  3
Current Cost:  3.76166732873
Epoch  153  	Complete
Iteration  0
Current Cost:  3.7572881187
Iteration  1
Current Cost:  3.75807855513
Iteration  2
Current Cost:  3.75700055605
Iteration  3
Current Cost:  3.75980551927
Epoch  154  	Complete
Iteration  0
Current Cost:  3.75544584124
Iteration  1
Current Cost:  3.75623368862
Iteration  2
Current Cost:  3.75515698603
Iteration  3
Current Cost:  3.75794720086
Epoch  155  	Complete
Iteration  0
Current Cost:  3.75360701333
Iteration  1
Current Cost:  3.75439226317
Iteration  2
Current Cost:  3.75331685623
Iteration  3
Current Cost:  3.75609236692
Epoch  156  	Complete
Iteration  0
Current Cost:  3.75177162845
Iteration  1
Current Cost:  3.75255427231
Iteration  2
Current Cost:  3.75148016017
Iteration  3
Current Cost:  3.75424101089
Epoch  157  	Complete
Iteration  0
Current Cost:  3.74993968013
Iteration  1
Current Cost:  3.75071970959
Iteration  2
Current Cost:  3.7496468914
Iteration  3
Current Cost:  3.7523931262
Epoch  158  	Complete
Iteration  0
Current Cost:  3.7481111619
Iteration  1
Current Cost:  3.74888856856
Iteration  2
Current Cost:  3.74781704348
Iteration  3
Current Cost:  3.75054870632
Epoch  159  	Complete
Iteration  0
Current Cost:  3.74628606729
Iteration  1
Current Cost:  3.74706084279
Iteration  2
Current Cost:  3.74599060997
Iteration  3
Current Cost:  3.74870774472
Epoch  160  	Complete
Iteration  0
Current Cost:  3.74446438986
Iteration  1
Current Cost:  3.74523652587
Iteration  2
Current Cost:  3.74416758446
Iteration  3
Current Cost:  3.74687023487
Epoch  161  	Complete
Iteration  0
Current Cost:  3.74264612317
Iteration  1
Current Cost:  3.74341561139
Iteration  2
Current Cost:  3.74234796054
Iteration  3
Current Cost:  3.74503617028
Epoch  162  	Complete
Iteration  0
Current Cost:  3.74083126081
Iteration  1
Current Cost:  3.74159809295
Iteration  2
Current Cost:  3.74053173181
Iteration  3
Current Cost:  3.74320554445
Epoch  163  	Complete
Iteration  0
Current Cost:  3.73901979635
Iteration  1
Current Cost:  3.73978396416
Iteration  2
Current Cost:  3.73871889189
Iteration  3
Current Cost:  3.74137835091
Epoch  164  	Complete
Iteration  0
Current Cost:  3.7372117234
Iteration  1
Current Cost:  3.73797321867
Iteration  2
Current Cost:  3.73690943442
Iteration  3
Current Cost:  3.73955458317
Epoch  165  	Complete
Iteration  0
Current Cost:  3.73540703557
Iteration  1
Current Cost:  3.7361658501
Iteration  2
Current Cost:  3.73510335303
Iteration  3
Current Cost:  3.7377342348
Epoch  166  	Complete
Iteration  0
Current Cost:  3.73360572649
Iteration  1
Current Cost:  3.73436185212
Iteration  2
Current Cost:  3.73330064137
Iteration  3
Current Cost:  3.73591729933
Epoch  167  	Complete
Iteration  0
Current Cost:  3.7318077898
Iteration  1
Current Cost:  3.73256121839
Iteration  2
Current Cost:  3.73150129312
Iteration  3
Current Cost:  3.73410377035
Epoch  168  	Complete
Iteration  0
Current Cost:  3.73001321914
Iteration  1
Current Cost:  3.73076394259
Iteration  2
Current Cost:  3.72970530194
Iteration  3
Current Cost:  3.73229364143
Epoch  169  	Complete
Iteration  0
Current Cost:  3.72822200818
Iteration  1
Current Cost:  3.7289700184
Iteration  2
Current Cost:  3.72791266154
Iteration  3
Current Cost:  3.73048690616
Epoch  170  	Complete
Iteration  0
Current Cost:  3.72643415059
Iteration  1
Current Cost:  3.72717943952
Iteration  2
Current Cost:  3.7261233656
Iteration  3
Current Cost:  3.72868355815
Epoch  171  	Complete
Iteration  0
Current Cost:  3.72464964005
Iteration  1
Current Cost:  3.72539219968
Iteration  2
Current Cost:  3.72433740784
Iteration  3
Current Cost:  3.72688359102
Epoch  172  	Complete
Iteration  0
Current Cost:  3.72286847026
Iteration  1
Current Cost:  3.72360829259
Iteration  2
Current Cost:  3.722554782
Iteration  3
Current Cost:  3.72508699839
Epoch  173  	Complete
Iteration  0
Current Cost:  3.72109063494
Iteration  1
Current Cost:  3.72182771199
Iteration  2
Current Cost:  3.7207754818
Iteration  3
Current Cost:  3.72329377391
Epoch  174  	Complete
Iteration  0
Current Cost:  3.71931612779
Iteration  1
Current Cost:  3.72005045163
Iteration  2
Current Cost:  3.71899950099
Iteration  3
Current Cost:  3.72150391123
Epoch  175  	Complete
Iteration  0
Current Cost:  3.71754494257
Iteration  1
Current Cost:  3.71827650527
Iteration  2
Current Cost:  3.71722683333
Iteration  3
Current Cost:  3.71971740401
Epoch  176  	Complete
Iteration  0
Current Cost:  3.715777073
Iteration  1
Current Cost:  3.71650586669
Iteration  2
Current Cost:  3.7154574726
Iteration  3
Current Cost:  3.71793424593
Epoch  177  	Complete
Iteration  0
Current Cost:  3.71401251284
Iteration  1
Current Cost:  3.71473852965
Iteration  2
Current Cost:  3.71369141259
Iteration  3
Current Cost:  3.71615443068
Epoch  178  	Complete
Iteration  0
Current Cost:  3.71225125587
Iteration  1
Current Cost:  3.71297448797
Iteration  2
Current Cost:  3.71192864707
Iteration  3
Current Cost:  3.71437795196
Epoch  179  	Complete
Iteration  0
Current Cost:  3.71049329587
Iteration  1
Current Cost:  3.71121373545
Iteration  2
Current Cost:  3.71016916987
Iteration  3
Current Cost:  3.71260480348
Epoch  180  	Complete
Iteration  0
Current Cost:  3.70873862662
Iteration  1
Current Cost:  3.70945626591
Iteration  2
Current Cost:  3.7084129748
Iteration  3
Current Cost:  3.71083497897
Epoch  181  	Complete
Iteration  0
Current Cost:  3.70698724193
Iteration  1
Current Cost:  3.70770207317
Iteration  2
Current Cost:  3.70666005569
Iteration  3
Current Cost:  3.70906847216
Epoch  182  	Complete
Iteration  0
Current Cost:  3.70523913562
Iteration  1
Current Cost:  3.70595115109
Iteration  2
Current Cost:  3.70491040639
Iteration  3
Current Cost:  3.70730527681
Epoch  183  	Complete
Iteration  0
Current Cost:  3.7034943015
Iteration  1
Current Cost:  3.70420349351
Iteration  2
Current Cost:  3.70316402075
Iteration  3
Current Cost:  3.70554538666
Epoch  184  	Complete
Iteration  0
Current Cost:  3.70175273343
Iteration  1
Current Cost:  3.7024590943
Iteration  2
Current Cost:  3.70142089263
Iteration  3
Current Cost:  3.7037887955
Epoch  185  	Complete
Iteration  0
Current Cost:  3.70001442525
Iteration  1
Current Cost:  3.70071794733
Iteration  2
Current Cost:  3.69968101592
Iteration  3
Current Cost:  3.70203549711
Epoch  186  	Complete
Iteration  0
Current Cost:  3.69827937082
Iteration  1
Current Cost:  3.6989800465
Iteration  2
Current Cost:  3.69794438449
Iteration  3
Current Cost:  3.70028548528
Epoch  187  	Complete
Iteration  0
Current Cost:  3.69654756401
Iteration  1
Current Cost:  3.69724538571
Iteration  2
Current Cost:  3.69621099225
Iteration  3
Current Cost:  3.69853875382
Epoch  188  	Complete
Iteration  0
Current Cost:  3.69481899871
Iteration  1
Current Cost:  3.69551395887
Iteration  2
Current Cost:  3.69448083312
Iteration  3
Current Cost:  3.69679529654
Epoch  189  	Complete
Iteration  0
Current Cost:  3.69309366883
Iteration  1
Current Cost:  3.69378575989
Iteration  2
Current Cost:  3.69275390101
Iteration  3
Current Cost:  3.69505510729
Epoch  190  	Complete
Iteration  0
Current Cost:  3.69137156825
Iteration  1
Current Cost:  3.69206078272
Iteration  2
Current Cost:  3.69103018987
Iteration  3
Current Cost:  3.6933181799
Epoch  191  	Complete
Iteration  0
Current Cost:  3.68965269091
Iteration  1
Current Cost:  3.6903390213
Iteration  2
Current Cost:  3.68930969363
Iteration  3
Current Cost:  3.69158450822
Epoch  192  	Complete
Iteration  0
Current Cost:  3.68793703074
Iteration  1
Current Cost:  3.68862046959
Iteration  2
Current Cost:  3.68759240625
Iteration  3
Current Cost:  3.68985408612
Epoch  193  	Complete
Iteration  0
Current Cost:  3.68622458168
Iteration  1
Current Cost:  3.68690512156
Iteration  2
Current Cost:  3.68587832171
Iteration  3
Current Cost:  3.68812690748
Epoch  194  	Complete
Iteration  0
Current Cost:  3.68451533767
Iteration  1
Current Cost:  3.68519297118
Iteration  2
Current Cost:  3.68416743398
Iteration  3
Current Cost:  3.68640296618
Epoch  195  	Complete
Iteration  0
Current Cost:  3.6828092927
Iteration  1
Current Cost:  3.68348401246
Iteration  2
Current Cost:  3.68245973706
Iteration  3
Current Cost:  3.68468225613
Epoch  196  	Complete
Iteration  0
Current Cost:  3.68110644072
Iteration  1
Current Cost:  3.68177823938
Iteration  2
Current Cost:  3.68075522494
Iteration  3
Current Cost:  3.68296477123
Epoch  197  	Complete
Iteration  0
Current Cost:  3.67940677574
Iteration  1
Current Cost:  3.68007564598
Iteration  2
Current Cost:  3.67905389165
Iteration  3
Current Cost:  3.68125050542
Epoch  198  	Complete
Iteration  0
Current Cost:  3.67771029175
Iteration  1
Current Cost:  3.67837622626
Iteration  2
Current Cost:  3.6773557312
Iteration  3
Current Cost:  3.67953945261
Epoch  199  	Complete
Iteration  0
Current Cost:  3.67601698277
Iteration  1
Current Cost:  3.67667997427
Iteration  2
Current Cost:  3.67566073765
Iteration  3
Current Cost:  3.67783160677
Epoch  200  	Complete
Iteration  0
Current Cost:  3.67432684281
Iteration  1
Current Cost:  3.67498688406
Iteration  2
Current Cost:  3.67396890502
Iteration  3
Current Cost:  3.67612696185
Epoch  201  	Complete
Iteration  0
Current Cost:  3.6726398659
Iteration  1
Current Cost:  3.67329694969
Iteration  2
Current Cost:  3.67228022739
Iteration  3
Current Cost:  3.67442551182
Epoch  202  	Complete
Iteration  0
Current Cost:  3.6709560461
Iteration  1
Current Cost:  3.67161016522
Iteration  2
Current Cost:  3.67059469882
Iteration  3
Current Cost:  3.67272725065
Epoch  203  	Complete
Iteration  0
Current Cost:  3.66927537746
Iteration  1
Current Cost:  3.66992652474
Iteration  2
Current Cost:  3.66891231339
Iteration  3
Current Cost:  3.67103217234
Epoch  204  	Complete
Iteration  0
Current Cost:  3.66759785404
Iteration  1
Current Cost:  3.66824602234
Iteration  2
Current Cost:  3.66723306521
Iteration  3
Current Cost:  3.66934027089
Epoch  205  	Complete
Iteration  0
Current Cost:  3.66592346993
Iteration  1
Current Cost:  3.66656865213
Iteration  2
Current Cost:  3.66555694837
Iteration  3
Current Cost:  3.66765154032
Epoch  206  	Complete
Iteration  0
Current Cost:  3.66425221921
Iteration  1
Current Cost:  3.66489440822
Iteration  2
Current Cost:  3.66388395698
Iteration  3
Current Cost:  3.66596597465
Epoch  207  	Complete
Iteration  0
Current Cost:  3.66258409598
Iteration  1
Current Cost:  3.66322328473
Iteration  2
Current Cost:  3.66221408518
Iteration  3
Current Cost:  3.66428356791
Epoch  208  	Complete
Iteration  0
Current Cost:  3.66091909437
Iteration  1
Current Cost:  3.66155527581
Iteration  2
Current Cost:  3.6605473271
Iteration  3
Current Cost:  3.66260431417
Epoch  209  	Complete
Iteration  0
Current Cost:  3.65925720848
Iteration  1
Current Cost:  3.65989037559
Iteration  2
Current Cost:  3.65888367689
Iteration  3
Current Cost:  3.66092820747
Epoch  210  	Complete
Iteration  0
Current Cost:  3.65759843245
Iteration  1
Current Cost:  3.65822857825
Iteration  2
Current Cost:  3.65722312871
Iteration  3
Current Cost:  3.65925524188
Epoch  211  	Complete
Iteration  0
Current Cost:  3.65594276043
Iteration  1
Current Cost:  3.65656987796
Iteration  2
Current Cost:  3.65556567673
Iteration  3
Current Cost:  3.6575854115
Epoch  212  	Complete
Iteration  0
Current Cost:  3.65429018657
Iteration  1
Current Cost:  3.65491426888
Iteration  2
Current Cost:  3.65391131513
Iteration  3
Current Cost:  3.65591871041
Epoch  213  	Complete
Iteration  0
Current Cost:  3.65264070505
Iteration  1
Current Cost:  3.65326174522
Iteration  2
Current Cost:  3.65226003811
Iteration  3
Current Cost:  3.65425513271
Epoch  214  	Complete
Iteration  0
Current Cost:  3.65099431004
Iteration  1
Current Cost:  3.65161230118
Iteration  2
Current Cost:  3.65061183987
Iteration  3
Current Cost:  3.65259467252
Epoch  215  	Complete
Iteration  0
Current Cost:  3.64935099573
Iteration  1
Current Cost:  3.64996593097
Iteration  2
Current Cost:  3.64896671461
Iteration  3
Current Cost:  3.65093732397
Epoch  216  	Complete
Iteration  0
Current Cost:  3.64771075631
Iteration  1
Current Cost:  3.64832262883
Iteration  2
Current Cost:  3.64732465658
Iteration  3
Current Cost:  3.6492830812
Epoch  217  	Complete
Iteration  0
Current Cost:  3.64607358601
Iteration  1
Current Cost:  3.64668238897
Iteration  2
Current Cost:  3.64568565999
Iteration  3
Current Cost:  3.64763193835
Epoch  218  	Complete
Iteration  0
Current Cost:  3.64443947903
Iteration  1
Current Cost:  3.64504520566
Iteration  2
Current Cost:  3.64404971911
Iteration  3
Current Cost:  3.64598388958
Epoch  219  	Complete
Iteration  0
Current Cost:  3.64280842963
Iteration  1
Current Cost:  3.64341107315
Iteration  2
Current Cost:  3.64241682819
Iteration  3
Current Cost:  3.64433892907
Epoch  220  	Complete
Iteration  0
Current Cost:  3.64118043203
Iteration  1
Current Cost:  3.6417799857
Iteration  2
Current Cost:  3.64078698149
Iteration  3
Current Cost:  3.64269705099
Epoch  221  	Complete
Iteration  0
Current Cost:  3.6395554805
Iteration  1
Current Cost:  3.6401519376
Iteration  2
Current Cost:  3.63916017331
Iteration  3
Current Cost:  3.64105824954
Epoch  222  	Complete
Iteration  0
Current Cost:  3.6379335693
Iteration  1
Current Cost:  3.63852692314
Iteration  2
Current Cost:  3.63753639792
Iteration  3
Current Cost:  3.63942251892
Epoch  223  	Complete
Iteration  0
Current Cost:  3.6363146927
Iteration  1
Current Cost:  3.63690493662
Iteration  2
Current Cost:  3.63591564962
Iteration  3
Current Cost:  3.63778985335
Epoch  224  	Complete
Iteration  0
Current Cost:  3.634698845
Iteration  1
Current Cost:  3.63528597235
Iteration  2
Current Cost:  3.63429792274
Iteration  3
Current Cost:  3.63616024705
Epoch  225  	Complete
Iteration  0
Current Cost:  3.63308602049
Iteration  1
Current Cost:  3.63367002465
Iteration  2
Current Cost:  3.6326832116
Iteration  3
Current Cost:  3.63453369426
Epoch  226  	Complete
Iteration  0
Current Cost:  3.63147621347
Iteration  1
Current Cost:  3.63205708786
Iteration  2
Current Cost:  3.63107151052
Iteration  3
Current Cost:  3.63291018923
Epoch  227  	Complete
Iteration  0
Current Cost:  3.62986941828
Iteration  1
Current Cost:  3.63044715632
Iteration  2
Current Cost:  3.62946281385
Iteration  3
Current Cost:  3.63128972621
Epoch  228  	Complete
Iteration  0
Current Cost:  3.62826562924
Iteration  1
Current Cost:  3.62884022438
Iteration  2
Current Cost:  3.62785711594
Iteration  3
Current Cost:  3.62967229947
Epoch  229  	Complete
Iteration  0
Current Cost:  3.62666484069
Iteration  1
Current Cost:  3.62723628641
Iteration  2
Current Cost:  3.62625441117
Iteration  3
Current Cost:  3.6280579033
Epoch  230  	Complete
Iteration  0
Current Cost:  3.62506704699
Iteration  1
Current Cost:  3.62563533679
Iteration  2
Current Cost:  3.62465469391
Iteration  3
Current Cost:  3.62644653198
Epoch  231  	Complete
Iteration  0
Current Cost:  3.62347224248
Iteration  1
Current Cost:  3.6240373699
Iteration  2
Current Cost:  3.62305795853
Iteration  3
Current Cost:  3.62483817981
Epoch  232  	Complete
Iteration  0
Current Cost:  3.62188042156
Iteration  1
Current Cost:  3.62244238014
Iteration  2
Current Cost:  3.62146419945
Iteration  3
Current Cost:  3.62323284112
Epoch  233  	Complete
Iteration  0
Current Cost:  3.6202915786
Iteration  1
Current Cost:  3.62085036192
Iteration  2
Current Cost:  3.61987341107
Iteration  3
Current Cost:  3.62163051021
Epoch  234  	Complete
Iteration  0
Current Cost:  3.61870570799
Iteration  1
Current Cost:  3.61926130965
Iteration  2
Current Cost:  3.6182855878
Iteration  3
Current Cost:  3.62003118143
Epoch  235  	Complete
Iteration  0
Current Cost:  3.61712280415
Iteration  1
Current Cost:  3.61767521776
Iteration  2
Current Cost:  3.61670072409
Iteration  3
Current Cost:  3.61843484911
Epoch  236  	Complete
Iteration  0
Current Cost:  3.61554286148
Iteration  1
Current Cost:  3.6160920807
Iteration  2
Current Cost:  3.61511881435
Iteration  3
Current Cost:  3.61684150762
Epoch  237  	Complete
Iteration  0
Current Cost:  3.61396587441
Iteration  1
Current Cost:  3.61451189291
Iteration  2
Current Cost:  3.61353985305
Iteration  3
Current Cost:  3.61525115132
Epoch  238  	Complete
Iteration  0
Current Cost:  3.61239183738
Iteration  1
Current Cost:  3.61293464886
Iteration  2
Current Cost:  3.61196383465
Iteration  3
Current Cost:  3.61366377459
Epoch  239  	Complete
Iteration  0
Current Cost:  3.61082074484
Iteration  1
Current Cost:  3.611360343
Iteration  2
Current Cost:  3.61039075361
Iteration  3
Current Cost:  3.61207937181
Epoch  240  	Complete
Iteration  0
Current Cost:  3.60925259124
Iteration  1
Current Cost:  3.60978896983
Iteration  2
Current Cost:  3.60882060442
Iteration  3
Current Cost:  3.61049793738
Epoch  241  	Complete
Iteration  0
Current Cost:  3.60768737105
Iteration  1
Current Cost:  3.60822052384
Iteration  2
Current Cost:  3.60725338157
Iteration  3
Current Cost:  3.6089194657
Epoch  242  	Complete
Iteration  0
Current Cost:  3.60612507875
Iteration  1
Current Cost:  3.60665499952
Iteration  2
Current Cost:  3.60568907956
Iteration  3
Current Cost:  3.60734395121
Epoch  243  	Complete
Iteration  0
Current Cost:  3.60456570883
Iteration  1
Current Cost:  3.6050923914
Iteration  2
Current Cost:  3.6041276929
Iteration  3
Current Cost:  3.60577138832
Epoch  244  	Complete
Iteration  0
Current Cost:  3.60300925578
Iteration  1
Current Cost:  3.60353269399
Iteration  2
Current Cost:  3.60256921612
Iteration  3
Current Cost:  3.60420177148
Epoch  245  	Complete
Iteration  0
Current Cost:  3.60145571413
Iteration  1
Current Cost:  3.60197590182
Iteration  2
Current Cost:  3.60101364375
Iteration  3
Current Cost:  3.60263509513
Epoch  246  	Complete
Iteration  0
Current Cost:  3.59990507837
Iteration  1
Current Cost:  3.60042200944
Iteration  2
Current Cost:  3.59946097034
Iteration  3
Current Cost:  3.60107135375
Epoch  247  	Complete
Iteration  0
Current Cost:  3.59835734306
Iteration  1
Current Cost:  3.5988710114
Iteration  2
Current Cost:  3.59791119042
Iteration  3
Current Cost:  3.59951054179
Epoch  248  	Complete
Iteration  0
Current Cost:  3.59681250272
Iteration  1
Current Cost:  3.59732290227
Iteration  2
Current Cost:  3.59636429858
Iteration  3
Current Cost:  3.59795265374
Epoch  249  	Complete
Iteration  0
Current Cost:  3.59527055191
Iteration  1
Current Cost:  3.59577767662
Iteration  2
Current Cost:  3.59482028939
Iteration  3
Current Cost:  3.5963976841
Epoch  250  	Complete
Iteration  0
Current Cost:  3.59373148519
Iteration  1
Current Cost:  3.59423532903
Iteration  2
Current Cost:  3.59327915742
Iteration  3
Current Cost:  3.59484562736
Epoch  251  	Complete
Iteration  0
Current Cost:  3.59219529713
Iteration  1
Current Cost:  3.5926958541
Iteration  2
Current Cost:  3.59174089728
Iteration  3
Current Cost:  3.59329647804
Epoch  252  	Complete
Iteration  0
Current Cost:  3.59066198232
Iteration  1
Current Cost:  3.59115924644
Iteration  2
Current Cost:  3.59020550356
Iteration  3
Current Cost:  3.59175023067
Epoch  253  	Complete
Iteration  0
Current Cost:  3.58913153534
Iteration  1
Current Cost:  3.58962550065
Iteration  2
Current Cost:  3.58867297089
Iteration  3
Current Cost:  3.59020687977
Epoch  254  	Complete
Iteration  0
Current Cost:  3.58760395079
Iteration  1
Current Cost:  3.58809461136
Iteration  2
Current Cost:  3.58714329389
Iteration  3
Current Cost:  3.58866641988
Epoch  255  	Complete
Iteration  0
Current Cost:  3.5860792233
Iteration  1
Current Cost:  3.58656657322
Iteration  2
Current Cost:  3.58561646719
Iteration  3
Current Cost:  3.58712884557
Epoch  256  	Complete
Iteration  0
Current Cost:  3.58455734748
Iteration  1
Current Cost:  3.58504138086
Iteration  2
Current Cost:  3.58409248544
Iteration  3
Current Cost:  3.58559415141
Epoch  257  	Complete
Iteration  0
Current Cost:  3.58303831796
Iteration  1
Current Cost:  3.58351902893
Iteration  2
Current Cost:  3.5825713433
Iteration  3
Current Cost:  3.58406233195
Epoch  258  	Complete
Iteration  0
Current Cost:  3.58152212939
Iteration  1
Current Cost:  3.58199951211
Iteration  2
Current Cost:  3.58105303542
Iteration  3
Current Cost:  3.58253338179
Epoch  259  	Complete
Iteration  0
Current Cost:  3.58000877641
Iteration  1
Current Cost:  3.58048282507
Iteration  2
Current Cost:  3.5795375565
Iteration  3
Current Cost:  3.58100729553
Epoch  260  	Complete
Iteration  0
Current Cost:  3.57849825371
Iteration  1
Current Cost:  3.5789689625
Iteration  2
Current Cost:  3.5780249012
Iteration  3
Current Cost:  3.57948406776
Epoch  261  	Complete
Iteration  0
Current Cost:  3.57699055594
Iteration  1
Current Cost:  3.57745791909
Iteration  2
Current Cost:  3.57651506424
Iteration  3
Current Cost:  3.57796369311
Epoch  262  	Complete
Iteration  0
Current Cost:  3.57548567778
Iteration  1
Current Cost:  3.57594968954
Iteration  2
Current Cost:  3.57500804031
Iteration  3
Current Cost:  3.5764461662
Epoch  263  	Complete
Iteration  0
Current Cost:  3.57398361395
Iteration  1
Current Cost:  3.57444426858
Iteration  2
Current Cost:  3.57350382412
Iteration  3
Current Cost:  3.57493148167
Epoch  264  	Complete
Iteration  0
Current Cost:  3.57248435912
Iteration  1
Current Cost:  3.57294165092
Iteration  2
Current Cost:  3.57200241042
Iteration  3
Current Cost:  3.57341963416
Epoch  265  	Complete
Iteration  0
Current Cost:  3.57098790803
Iteration  1
Current Cost:  3.57144183131
Iteration  2
Current Cost:  3.57050379392
Iteration  3
Current Cost:  3.57191061833
Epoch  266  	Complete
Iteration  0
Current Cost:  3.56949425539
Iteration  1
Current Cost:  3.56994480448
Iteration  2
Current Cost:  3.56900796938
Iteration  3
Current Cost:  3.57040442885
Epoch  267  	Complete
Iteration  0
Current Cost:  3.56800339593
Iteration  1
Current Cost:  3.5684505652
Iteration  2
Current Cost:  3.56751493155
Iteration  3
Current Cost:  3.56890106038
Epoch  268  	Complete
Iteration  0
Current Cost:  3.56651532441
Iteration  1
Current Cost:  3.56695910823
Iteration  2
Current Cost:  3.5660246752
Iteration  3
Current Cost:  3.56740050763
Epoch  269  	Complete
Iteration  0
Current Cost:  3.56503003556
Iteration  1
Current Cost:  3.56547042834
Iteration  2
Current Cost:  3.56453719511
Iteration  3
Current Cost:  3.56590276528
Epoch  270  	Complete
Iteration  0
Current Cost:  3.56354752416
Iteration  1
Current Cost:  3.56398452032
Iteration  2
Current Cost:  3.56305248605
Iteration  3
Current Cost:  3.56440782805
Epoch  271  	Complete
Iteration  0
Current Cost:  3.56206778498
Iteration  1
Current Cost:  3.56250137897
Iteration  2
Current Cost:  3.56157054282
Iteration  3
Current Cost:  3.56291569064
Epoch  272  	Complete
Iteration  0
Current Cost:  3.5605908128
Iteration  1
Current Cost:  3.56102099908
Iteration  2
Current Cost:  3.56009136024
Iteration  3
Current Cost:  3.56142634779
Epoch  273  	Complete
Iteration  0
Current Cost:  3.55911660241
Iteration  1
Current Cost:  3.55954337548
Iteration  2
Current Cost:  3.5586149331
Iteration  3
Current Cost:  3.55993979423
Epoch  274  	Complete
Iteration  0
Current Cost:  3.55764514861
Iteration  1
Current Cost:  3.55806850298
Iteration  2
Current Cost:  3.55714125624
Iteration  3
Current Cost:  3.5584560247
Epoch  275  	Complete
Iteration  0
Current Cost:  3.55617644622
Iteration  1
Current Cost:  3.55659637643
Iteration  2
Current Cost:  3.55567032449
Iteration  3
Current Cost:  3.55697503397
Epoch  276  	Complete
Iteration  0
Current Cost:  3.55471049007
Iteration  1
Current Cost:  3.55512699066
Iteration  2
Current Cost:  3.5542021327
Iteration  3
Current Cost:  3.55549681681
Epoch  277  	Complete
Iteration  0
Current Cost:  3.55324727497
Iteration  1
Current Cost:  3.55366034053
Iteration  2
Current Cost:  3.55273667572
Iteration  3
Current Cost:  3.55402136797
Epoch  278  	Complete
Iteration  0
Current Cost:  3.55178679578
Iteration  1
Current Cost:  3.5521964209
Iteration  2
Current Cost:  3.55127394841
Iteration  3
Current Cost:  3.55254868227
Epoch  279  	Complete
Iteration  0
Current Cost:  3.55032904734
Iteration  1
Current Cost:  3.55073522664
Iteration  2
Current Cost:  3.54981394564
Iteration  3
Current Cost:  3.55107875448
Epoch  280  	Complete
Iteration  0
Current Cost:  3.54887402452
Iteration  1
Current Cost:  3.54927675264
Iteration  2
Current Cost:  3.5483566623
Iteration  3
Current Cost:  3.54961157941
Epoch  281  	Complete
Iteration  0
Current Cost:  3.54742172218
Iteration  1
Current Cost:  3.54782099379
Iteration  2
Current Cost:  3.54690209328
Iteration  3
Current Cost:  3.54814715188
Epoch  282  	Complete
Iteration  0
Current Cost:  3.54597213521
Iteration  1
Current Cost:  3.54636794498
Iteration  2
Current Cost:  3.54545023348
Iteration  3
Current Cost:  3.54668546672
Epoch  283  	Complete
Iteration  0
Current Cost:  3.54452525849
Iteration  1
Current Cost:  3.54491760114
Iteration  2
Current Cost:  3.54400107781
Iteration  3
Current Cost:  3.54522651876
Epoch  284  	Complete
Iteration  0
Current Cost:  3.54308108693
Iteration  1
Current Cost:  3.54346995719
Iteration  2
Current Cost:  3.5425546212
Iteration  3
Current Cost:  3.54377030285
Epoch  285  	Complete
Iteration  0
Current Cost:  3.54163961544
Iteration  1
Current Cost:  3.54202500804
Iteration  2
Current Cost:  3.54111085858
Iteration  3
Current Cost:  3.54231681383
Epoch  286  	Complete
Iteration  0
Current Cost:  3.54020083893
Iteration  1
Current Cost:  3.54058274865
Iteration  2
Current Cost:  3.53966978488
Iteration  3
Current Cost:  3.54086604658
Epoch  287  	Complete
Iteration  0
Current Cost:  3.53876475233
Iteration  1
Current Cost:  3.53914317396
Iteration  2
Current Cost:  3.53823139505
Iteration  3
Current Cost:  3.53941799597
Epoch  288  	Complete
Iteration  0
Current Cost:  3.53733135058
Iteration  1
Current Cost:  3.53770627894
Iteration  2
Current Cost:  3.53679568406
Iteration  3
Current Cost:  3.53797265688
Epoch  289  	Complete
Iteration  0
Current Cost:  3.53590062863
Iteration  1
Current Cost:  3.53627205854
Iteration  2
Current Cost:  3.53536264688
Iteration  3
Current Cost:  3.5365300242
Epoch  290  	Complete
Iteration  0
Current Cost:  3.53447258144
Iteration  1
Current Cost:  3.53484050776
Iteration  2
Current Cost:  3.53393227848
Iteration  3
Current Cost:  3.53509009284
Epoch  291  	Complete
Iteration  0
Current Cost:  3.53304720397
Iteration  1
Current Cost:  3.53341162157
Iteration  2
Current Cost:  3.53250457384
Iteration  3
Current Cost:  3.53365285772
Epoch  292  	Complete
Iteration  0
Current Cost:  3.5316244912
Iteration  1
Current Cost:  3.53198539497
Iteration  2
Current Cost:  3.53107952798
Iteration  3
Current Cost:  3.53221831374
Epoch  293  	Complete
Iteration  0
Current Cost:  3.53020443811
Iteration  1
Current Cost:  3.53056182298
Iteration  2
Current Cost:  3.52965713588
Iteration  3
Current Cost:  3.53078645585
Epoch  294  	Complete
Iteration  0
Current Cost:  3.52878703971
Iteration  1
Current Cost:  3.5291409006
Iteration  2
Current Cost:  3.52823739258
Iteration  3
Current Cost:  3.52935727899
Epoch  295  	Complete
Iteration  0
Current Cost:  3.52737229098
Iteration  1
Current Cost:  3.52772262286
Iteration  2
Current Cost:  3.5268202931
Iteration  3
Current Cost:  3.5279307781
Epoch  296  	Complete
Iteration  0
Current Cost:  3.52596018696
Iteration  1
Current Cost:  3.5263069848
Iteration  2
Current Cost:  3.52540583246
Iteration  3
Current Cost:  3.52650694815
Epoch  297  	Complete
Iteration  0
Current Cost:  3.52455072266
Iteration  1
Current Cost:  3.52489398146
Iteration  2
Current Cost:  3.52399400572
Iteration  3
Current Cost:  3.52508578411
Epoch  298  	Complete
Iteration  0
Current Cost:  3.52314389311
Iteration  1
Current Cost:  3.52348360789
Iteration  2
Current Cost:  3.52258480793
Iteration  3
Current Cost:  3.52366728096
Epoch  299  	Complete
Iteration  0
Current Cost:  3.52173969336
Iteration  1
Current Cost:  3.52207585916
Iteration  2
Current Cost:  3.52117823415
Iteration  3
Current Cost:  3.52225143368
Epoch  300  	Complete
Iteration  0
Current Cost:  3.52033811845
Iteration  1
Current Cost:  3.52067073034
Iteration  2
Current Cost:  3.51977427946
Iteration  3
Current Cost:  3.52083823727
Epoch  301  	Complete
Iteration  0
Current Cost:  3.51893916346
Iteration  1
Current Cost:  3.5192682165
Iteration  2
Current Cost:  3.51837293893
Iteration  3
Current Cost:  3.51942768675
Epoch  302  	Complete
Iteration  0
Current Cost:  3.51754282345
Iteration  1
Current Cost:  3.51786831275
Iteration  2
Current Cost:  3.51697420766
Iteration  3
Current Cost:  3.51801977713
Epoch  303  	Complete
Iteration  0
Current Cost:  3.51614909349
Iteration  1
Current Cost:  3.51647101418
Iteration  2
Current Cost:  3.51557808074
Iteration  3
Current Cost:  3.51661450344
Epoch  304  	Complete
Iteration  0
Current Cost:  3.51475796869
Iteration  1
Current Cost:  3.5150763159
Iteration  2
Current Cost:  3.51418455329
Iteration  3
Current Cost:  3.5152118607
Epoch  305  	Complete
Iteration  0
Current Cost:  3.51336944413
Iteration  1
Current Cost:  3.51368421302
Iteration  2
Current Cost:  3.51279362042
Iteration  3
Current Cost:  3.51381184398
Epoch  306  	Complete
Iteration  0
Current Cost:  3.51198351492
Iteration  1
Current Cost:  3.51229470068
Iteration  2
Current Cost:  3.51140527727
Iteration  3
Current Cost:  3.51241444832
Epoch  307  	Complete
Iteration  0
Current Cost:  3.51060017618
Iteration  1
Current Cost:  3.51090777402
Iteration  2
Current Cost:  3.51001951897
Iteration  3
Current Cost:  3.51101966878
Epoch  308  	Complete
Iteration  0
Current Cost:  3.50921942304
Iteration  1
Current Cost:  3.50952342817
Iteration  2
Current Cost:  3.50863634066
Iteration  3
Current Cost:  3.50962750045
Epoch  309  	Complete
Iteration  0
Current Cost:  3.50784125064
Iteration  1
Current Cost:  3.5081416583
Iteration  2
Current Cost:  3.5072557375
Iteration  3
Current Cost:  3.5082379384
Epoch  310  	Complete
Iteration  0
Current Cost:  3.5064656541
Iteration  1
Current Cost:  3.50676245956
Iteration  2
Current Cost:  3.50587770466
Iteration  3
Current Cost:  3.50685097772
Epoch  311  	Complete
Iteration  0
Current Cost:  3.5050926286
Iteration  1
Current Cost:  3.50538582713
Iteration  2
Current Cost:  3.50450223731
Iteration  3
Current Cost:  3.50546661353
Epoch  312  	Complete
Iteration  0
Current Cost:  3.50372216929
Iteration  1
Current Cost:  3.5040117562
Iteration  2
Current Cost:  3.50312933063
Iteration  3
Current Cost:  3.50408484092
Epoch  313  	Complete
Iteration  0
Current Cost:  3.50235427134
Iteration  1
Current Cost:  3.50264024195
Iteration  2
Current Cost:  3.50175897981
Iteration  3
Current Cost:  3.50270565501
Epoch  314  	Complete
Iteration  0
Current Cost:  3.50098892993
Iteration  1
Current Cost:  3.50127127959
Iteration  2
Current Cost:  3.50039118006
Iteration  3
Current Cost:  3.50132905095
Epoch  315  	Complete
Iteration  0
Current Cost:  3.49962614026
Iteration  1
Current Cost:  3.49990486432
Iteration  2
Current Cost:  3.49902592658
Iteration  3
Current Cost:  3.49995502386
Epoch  316  	Complete
Iteration  0
Current Cost:  3.49826589752
Iteration  1
Current Cost:  3.49854099136
Iteration  2
Current Cost:  3.49766321459
Iteration  3
Current Cost:  3.49858356889
Epoch  317  	Complete
Iteration  0
Current Cost:  3.49690819693
Iteration  1
Current Cost:  3.49717965595
Iteration  2
Current Cost:  3.49630303933
Iteration  3
Current Cost:  3.4972146812
Epoch  318  	Complete
Iteration  0
Current Cost:  3.49555303369
Iteration  1
Current Cost:  3.49582085332
Iteration  2
Current Cost:  3.49494539602
Iteration  3
Current Cost:  3.49584835595
Epoch  319  	Complete
Iteration  0
Current Cost:  3.49420040303
Iteration  1
Current Cost:  3.4944645787
Iteration  2
Current Cost:  3.49359027992
Iteration  3
Current Cost:  3.49448458833
Epoch  320  	Complete
Iteration  0
Current Cost:  3.4928503002
Iteration  1
Current Cost:  3.49311082737
Iteration  2
Current Cost:  3.49223768627
Iteration  3
Current Cost:  3.49312337351
Epoch  321  	Complete
Iteration  0
Current Cost:  3.49150272043
Iteration  1
Current Cost:  3.49175959458
Iteration  2
Current Cost:  3.49088761035
Iteration  3
Current Cost:  3.49176470668
Epoch  322  	Complete
Iteration  0
Current Cost:  3.49015765897
Iteration  1
Current Cost:  3.4904108756
Iteration  2
Current Cost:  3.48954004742
Iteration  3
Current Cost:  3.49040858306
Epoch  323  	Complete
Iteration  0
Current Cost:  3.48881511109
Iteration  1
Current Cost:  3.48906466572
Iteration  2
Current Cost:  3.48819499277
Iteration  3
Current Cost:  3.48905499784
Epoch  324  	Complete
Iteration  0
Current Cost:  3.48747507207
Iteration  1
Current Cost:  3.48772096023
Iteration  2
Current Cost:  3.48685244169
Iteration  3
Current Cost:  3.48770394626
Epoch  325  	Complete
Iteration  0
Current Cost:  3.48613753717
Iteration  1
Current Cost:  3.48637975442
Iteration  2
Current Cost:  3.48551238948
Iteration  3
Current Cost:  3.48635542353
Epoch  326  	Complete
Iteration  0
Current Cost:  3.48480250169
Iteration  1
Current Cost:  3.48504104361
Iteration  2
Current Cost:  3.48417483144
Iteration  3
Current Cost:  3.48500942491
Epoch  327  	Complete
Iteration  0
Current Cost:  3.48346996093
Iteration  1
Current Cost:  3.4837048231
Iteration  2
Current Cost:  3.48283976289
Iteration  3
Current Cost:  3.48366594563
Epoch  328  	Complete
Iteration  0
Current Cost:  3.48213991019
Iteration  1
Current Cost:  3.48237108823
Iteration  2
Current Cost:  3.48150717916
Iteration  3
Current Cost:  3.48232498095
Epoch  329  	Complete
Iteration  0
Current Cost:  3.48081234478
Iteration  1
Current Cost:  3.48103983433
Iteration  2
Current Cost:  3.48017707559
Iteration  3
Current Cost:  3.48098652614
Epoch  330  	Complete
Iteration  0
Current Cost:  3.47948726004
Iteration  1
Current Cost:  3.47971105675
Iteration  2
Current Cost:  3.47884944751
Iteration  3
Current Cost:  3.47965057647
Epoch  331  	Complete
Iteration  0
Current Cost:  3.4781646513
Iteration  1
Current Cost:  3.47838475083
Iteration  2
Current Cost:  3.47752429028
Iteration  3
Current Cost:  3.47831712722
Epoch  332  	Complete
Iteration  0
Current Cost:  3.4768445139
Iteration  1
Current Cost:  3.47706091194
Iteration  2
Current Cost:  3.47620159926
Iteration  3
Current Cost:  3.47698617369
Epoch  333  	Complete
Iteration  0
Current Cost:  3.47552684318
Iteration  1
Current Cost:  3.47573953545
Iteration  2
Current Cost:  3.47488136982
Iteration  3
Current Cost:  3.47565771118
Epoch  334  	Complete
Iteration  0
Current Cost:  3.47421163451
Iteration  1
Current Cost:  3.47442061673
Iteration  2
Current Cost:  3.47356359734
Iteration  3
Current Cost:  3.474331735
Epoch  335  	Complete
Iteration  0
Current Cost:  3.47289888326
Iteration  1
Current Cost:  3.47310415117
Iteration  2
Current Cost:  3.47224827721
Iteration  3
Current Cost:  3.47300824046
Epoch  336  	Complete
Iteration  0
Current Cost:  3.4715885848
Iteration  1
Current Cost:  3.47179013417
Iteration  2
Current Cost:  3.47093540482
Iteration  3
Current Cost:  3.47168722289
Epoch  337  	Complete
Iteration  0
Current Cost:  3.47028073452
Iteration  1
Current Cost:  3.47047856113
Iteration  2
Current Cost:  3.46962497558
Iteration  3
Current Cost:  3.47036867764
Epoch  338  	Complete
Iteration  0
Current Cost:  3.46897532781
Iteration  1
Current Cost:  3.46916942747
Iteration  2
Current Cost:  3.46831698489
Iteration  3
Current Cost:  3.46905260004
Epoch  339  	Complete
Iteration  0
Current Cost:  3.46767236008
Iteration  1
Current Cost:  3.46786272861
Iteration  2
Current Cost:  3.46701142819
Iteration  3
Current Cost:  3.46773898545
Epoch  340  	Complete
Iteration  0
Current Cost:  3.46637182674
Iteration  1
Current Cost:  3.46655845998
Iteration  2
Current Cost:  3.46570830091
Iteration  3
Current Cost:  3.46642782923
Epoch  341  	Complete
Iteration  0
Current Cost:  3.46507372321
Iteration  1
Current Cost:  3.46525661701
Iteration  2
Current Cost:  3.46440759847
Iteration  3
Current Cost:  3.46511912676
Epoch  342  	Complete
Iteration  0
Current Cost:  3.46377804492
Iteration  1
Current Cost:  3.46395719515
Iteration  2
Current Cost:  3.46310931634
Iteration  3
Current Cost:  3.4638128734
Epoch  343  	Complete
Iteration  0
Current Cost:  3.4624847873
Iteration  1
Current Cost:  3.46266018987
Iteration  2
Current Cost:  3.46181344996
Iteration  3
Current Cost:  3.46250906456
Epoch  344  	Complete
Iteration  0
Current Cost:  3.46119394581
Iteration  1
Current Cost:  3.46136559662
Iteration  2
Current Cost:  3.46051999481
Iteration  3
Current Cost:  3.46120769563
Epoch  345  	Complete
Iteration  0
Current Cost:  3.45990551589
Iteration  1
Current Cost:  3.46007341088
Iteration  2
Current Cost:  3.45922894635
Iteration  3
Current Cost:  3.45990876202
Epoch  346  	Complete
Iteration  0
Current Cost:  3.45861949301
Iteration  1
Current Cost:  3.45878362813
Iteration  2
Current Cost:  3.45794030007
Iteration  3
Current Cost:  3.45861225914
Epoch  347  	Complete
Iteration  0
Current Cost:  3.45733587265
Iteration  1
Current Cost:  3.45749624387
Iteration  2
Current Cost:  3.45665405146
Iteration  3
Current Cost:  3.45731818241
Epoch  348  	Complete
Iteration  0
Current Cost:  3.45605465028
Iteration  1
Current Cost:  3.45621125358
Iteration  2
Current Cost:  3.45537019601
Iteration  3
Current Cost:  3.45602652727
Epoch  349  	Complete
Iteration  0
Current Cost:  3.4547758214
Iteration  1
Current Cost:  3.45492865278
Iteration  2
Current Cost:  3.45408872924
Iteration  3
Current Cost:  3.45473728916
Epoch  350  	Complete
Iteration  0
Current Cost:  3.45349938149
Iteration  1
Current Cost:  3.45364843698
Iteration  2
Current Cost:  3.45280964666
Iteration  3
Current Cost:  3.45345046352
Epoch  351  	Complete
Iteration  0
Current Cost:  3.45222532607
Iteration  1
Current Cost:  3.45237060171
Iteration  2
Current Cost:  3.4515329438
Iteration  3
Current Cost:  3.45216604582
Epoch  352  	Complete
Iteration  0
Current Cost:  3.45095365066
Iteration  1
Current Cost:  3.45109514251
Iteration  2
Current Cost:  3.45025861619
Iteration  3
Current Cost:  3.45088403153
Epoch  353  	Complete
Iteration  0
Current Cost:  3.44968435077
Iteration  1
Current Cost:  3.4498220549
Iteration  2
Current Cost:  3.44898665937
Iteration  3
Current Cost:  3.44960441611
Epoch  354  	Complete
Iteration  0
Current Cost:  3.44841742193
Iteration  1
Current Cost:  3.44855133444
Iteration  2
Current Cost:  3.44771706888
Iteration  3
Current Cost:  3.44832719505
Epoch  355  	Complete
Iteration  0
Current Cost:  3.4471528597
Iteration  1
Current Cost:  3.44728297669
Iteration  2
Current Cost:  3.4464498403
Iteration  3
Current Cost:  3.44705236385
Epoch  356  	Complete
Iteration  0
Current Cost:  3.4458906596
Iteration  1
Current Cost:  3.44601697722
Iteration  2
Current Cost:  3.44518496918
Iteration  3
Current Cost:  3.445779918
Epoch  357  	Complete
Iteration  0
Current Cost:  3.44463081721
Iteration  1
Current Cost:  3.4447533316
Iteration  2
Current Cost:  3.4439224511
Iteration  3
Current Cost:  3.44450985301
Epoch  358  	Complete
Iteration  0
Current Cost:  3.44337332809
Iteration  1
Current Cost:  3.44349203541
Iteration  2
Current Cost:  3.44266228165
Iteration  3
Current Cost:  3.44324216441
Epoch  359  	Complete
Iteration  0
Current Cost:  3.44211818781
Iteration  1
Current Cost:  3.44223308425
Iteration  2
Current Cost:  3.4414044564
Iteration  3
Current Cost:  3.44197684772
Epoch  360  	Complete
Iteration  0
Current Cost:  3.44086539195
Iteration  1
Current Cost:  3.44097647371
Iteration  2
Current Cost:  3.44014897098
Iteration  3
Current Cost:  3.44071389847
Epoch  361  	Complete
Iteration  0
Current Cost:  3.4396149361
Iteration  1
Current Cost:  3.4397221994
Iteration  2
Current Cost:  3.43889582098
Iteration  3
Current Cost:  3.4394533122
Epoch  362  	Complete
Iteration  0
Current Cost:  3.43836681587
Iteration  1
Current Cost:  3.43847025694
Iteration  2
Current Cost:  3.43764500201
Iteration  3
Current Cost:  3.43819508448
Epoch  363  	Complete
Iteration  0
Current Cost:  3.43712102686
Iteration  1
Current Cost:  3.43722064195
Iteration  2
Current Cost:  3.43639650972
Iteration  3
Current Cost:  3.43693921085
Epoch  364  	Complete
Iteration  0
Current Cost:  3.43587756468
Iteration  1
Current Cost:  3.43597335007
Iteration  2
Current Cost:  3.43515033972
Iteration  3
Current Cost:  3.43568568689
Epoch  365  	Complete
Iteration  0
Current Cost:  3.43463642495
Iteration  1
Current Cost:  3.43472837693
Iteration  2
Current Cost:  3.43390648765
Iteration  3
Current Cost:  3.43443450817
Epoch  366  	Complete
Iteration  0
Current Cost:  3.43339760332
Iteration  1
Current Cost:  3.43348571819
Iteration  2
Current Cost:  3.43266494918
Iteration  3
Current Cost:  3.43318567027
Epoch  367  	Complete
Iteration  0
Current Cost:  3.43216109541
Iteration  1
Current Cost:  3.43224536951
Iteration  2
Current Cost:  3.43142571995
Iteration  3
Current Cost:  3.4319391688
Epoch  368  	Complete
Iteration  0
Current Cost:  3.43092689689
Iteration  1
Current Cost:  3.43100732654
Iteration  2
Current Cost:  3.43018879564
Iteration  3
Current Cost:  3.43069499936
Epoch  369  	Complete
Iteration  0
Current Cost:  3.4296950034
Iteration  1
Current Cost:  3.42977158496
Iteration  2
Current Cost:  3.42895417191
Iteration  3
Current Cost:  3.42945315755
Epoch  370  	Complete
Iteration  0
Current Cost:  3.4284654106
Iteration  1
Current Cost:  3.42853814046
Iteration  2
Current Cost:  3.42772184445
Iteration  3
Current Cost:  3.42821363898
Epoch  371  	Complete
Iteration  0
Current Cost:  3.42723811418
Iteration  1
Current Cost:  3.42730698873
Iteration  2
Current Cost:  3.42649180895
Iteration  3
Current Cost:  3.4269764393
Epoch  372  	Complete
Iteration  0
Current Cost:  3.42601310981
Iteration  1
Current Cost:  3.42607812545
Iteration  2
Current Cost:  3.4252640611
Iteration  3
Current Cost:  3.42574155413
Epoch  373  	Complete
Iteration  0
Current Cost:  3.42479039319
Iteration  1
Current Cost:  3.42485154635
Iteration  2
Current Cost:  3.42403859662
Iteration  3
Current Cost:  3.42450897912
Epoch  374  	Complete
Iteration  0
Current Cost:  3.42356996
Iteration  1
Current Cost:  3.42362724713
Iteration  2
Current Cost:  3.42281541122
Iteration  3
Current Cost:  3.42327870991
Epoch  375  	Complete
Iteration  0
Current Cost:  3.42235180596
Iteration  1
Current Cost:  3.42240522352
Iteration  2
Current Cost:  3.42159450062
Iteration  3
Current Cost:  3.42205074217
Epoch  376  	Complete
Iteration  0
Current Cost:  3.42113592678
Iteration  1
Current Cost:  3.42118547124
Iteration  2
Current Cost:  3.42037586055
Iteration  3
Current Cost:  3.42082507157
Epoch  377  	Complete
Iteration  0
Current Cost:  3.41992231817
Iteration  1
Current Cost:  3.41996798604
Iteration  2
Current Cost:  3.41915948675
Iteration  3
Current Cost:  3.41960169378
Epoch  378  	Complete
Iteration  0
Current Cost:  3.41871097588
Iteration  1
Current Cost:  3.41875276366
Iteration  2
Current Cost:  3.41794537497
Iteration  3
Current Cost:  3.41838060448
Epoch  379  	Complete
Iteration  0
Current Cost:  3.41750189563
Iteration  1
Current Cost:  3.41753979985
Iteration  2
Current Cost:  3.41673352096
Iteration  3
Current Cost:  3.41716179937
Epoch  380  	Complete
Iteration  0
Current Cost:  3.41629507318
Iteration  1
Current Cost:  3.41632909039
Iteration  2
Current Cost:  3.41552392049
Iteration  3
Current Cost:  3.41594527415
Epoch  381  	Complete
Iteration  0
Current Cost:  3.41509050428
Iteration  1
Current Cost:  3.41512063103
Iteration  2
Current Cost:  3.41431656932
Iteration  3
Current Cost:  3.41473102452
Epoch  382  	Complete
Iteration  0
Current Cost:  3.41388818468
Iteration  1
Current Cost:  3.41391441756
Iteration  2
Current Cost:  3.41311146324
Iteration  3
Current Cost:  3.41351904621
Epoch  383  	Complete
Iteration  0
Current Cost:  3.41268811016
Iteration  1
Current Cost:  3.41271044577
Iteration  2
Current Cost:  3.41190859803
Iteration  3
Current Cost:  3.41230933493
Epoch  384  	Complete
Iteration  0
Current Cost:  3.4114902765
Iteration  1
Current Cost:  3.41150871145
Iteration  2
Current Cost:  3.41070796949
Iteration  3
Current Cost:  3.41110188643
Epoch  385  	Complete
Iteration  0
Current Cost:  3.41029467948
Iteration  1
Current Cost:  3.4103092104
Iteration  2
Current Cost:  3.40950957342
Iteration  3
Current Cost:  3.40989669643
Epoch  386  	Complete
Iteration  0
Current Cost:  3.4091013149
Iteration  1
Current Cost:  3.40911193843
Iteration  2
Current Cost:  3.40831340563
Iteration  3
Current Cost:  3.4086937607
Epoch  387  	Complete
Iteration  0
Current Cost:  3.40791017856
Iteration  1
Current Cost:  3.40791689136
Iteration  2
Current Cost:  3.40711946194
Iteration  3
Current Cost:  3.40749307498
Epoch  388  	Complete
Iteration  0
Current Cost:  3.40672126626
Iteration  1
Current Cost:  3.40672406502
Iteration  2
Current Cost:  3.40592773818
Iteration  3
Current Cost:  3.40629463505
Epoch  389  	Complete
Iteration  0
Current Cost:  3.40553457383
Iteration  1
Current Cost:  3.40553345524
Iteration  2
Current Cost:  3.40473823017
Iteration  3
Current Cost:  3.40509843667
Epoch  390  	Complete
Iteration  0
Current Cost:  3.40435009709
Iteration  1
Current Cost:  3.40434505786
Iteration  2
Current Cost:  3.40355093377
Iteration  3
Current Cost:  3.40390447563
Epoch  391  	Complete
Iteration  0
Current Cost:  3.40316783188
Iteration  1
Current Cost:  3.40315886874
Iteration  2
Current Cost:  3.40236584482
Iteration  3
Current Cost:  3.40271274771
Epoch  392  	Complete
Iteration  0
Current Cost:  3.40198777402
Iteration  1
Current Cost:  3.40197488372
Iteration  2
Current Cost:  3.40118295917
Iteration  3
Current Cost:  3.40152324871
Epoch  393  	Complete
Iteration  0
Current Cost:  3.40080991939
Iteration  1
Current Cost:  3.40079309868
Iteration  2
Current Cost:  3.40000227271
Iteration  3
Current Cost:  3.40033597444
Epoch  394  	Complete
Iteration  0
Current Cost:  3.39963426382
Iteration  1
Current Cost:  3.39961350948
Iteration  2
Current Cost:  3.39882378129
Iteration  3
Current Cost:  3.3991509207
Epoch  395  	Complete
Iteration  0
Current Cost:  3.39846080319
Iteration  1
Current Cost:  3.39843611202
Iteration  2
Current Cost:  3.3976474808
Iteration  3
Current Cost:  3.39796808333
Epoch  396  	Complete
Iteration  0
Current Cost:  3.39728953337
Iteration  1
Current Cost:  3.39726090217
Iteration  2
Current Cost:  3.39647336714
Iteration  3
Current Cost:  3.39678745815
Epoch  397  	Complete
Iteration  0
Current Cost:  3.39612045024
Iteration  1
Current Cost:  3.39608787584
Iteration  2
Current Cost:  3.39530143618
Iteration  3
Current Cost:  3.39560904099
Epoch  398  	Complete
Iteration  0
Current Cost:  3.39495354968
Iteration  1
Current Cost:  3.39491702893
Iteration  2
Current Cost:  3.39413168385
Iteration  3
Current Cost:  3.39443282769
Epoch  399  	Complete
Iteration  0
Current Cost:  3.3937888276
Iteration  1
Current Cost:  3.39374835734
Iteration  2
Current Cost:  3.39296410605
Iteration  3
Current Cost:  3.39325881412
Epoch  400  	Complete
Iteration  0
Current Cost:  3.39262627989
Iteration  1
Current Cost:  3.39258185701
Iteration  2
Current Cost:  3.3917986987
Iteration  3
Current Cost:  3.39208699613
Epoch  401  	Complete
Iteration  0
Current Cost:  3.39146590247
Iteration  1
Current Cost:  3.39141752385
Iteration  2
Current Cost:  3.39063545774
Iteration  3
Current Cost:  3.39091736959
Epoch  402  	Complete
Iteration  0
Current Cost:  3.39030769126
Iteration  1
Current Cost:  3.39025535381
Iteration  2
Current Cost:  3.38947437908
Iteration  3
Current Cost:  3.38974993037
Epoch  403  	Complete
Iteration  0
Current Cost:  3.38915164218
Iteration  1
Current Cost:  3.38909534282
Iteration  2
Current Cost:  3.38831545869
Iteration  3
Current Cost:  3.38858467436
Epoch  404  	Complete
Iteration  0
Current Cost:  3.38799775116
Iteration  1
Current Cost:  3.38793748683
Iteration  2
Current Cost:  3.3871586925
Iteration  3
Current Cost:  3.38742159744
Epoch  405  	Complete
Iteration  0
Current Cost:  3.38684601416
Iteration  1
Current Cost:  3.38678178181
Iteration  2
Current Cost:  3.38600407648
Iteration  3
Current Cost:  3.38626069552
Epoch  406  	Complete
Iteration  0
Current Cost:  3.38569642711
Iteration  1
Current Cost:  3.38562822371
Iteration  2
Current Cost:  3.3848516066
Iteration  3
Current Cost:  3.38510196451
Epoch  407  	Complete
Iteration  0
Current Cost:  3.38454898599
Iteration  1
Current Cost:  3.38447680852
Iteration  2
Current Cost:  3.38370127882
Iteration  3
Current Cost:  3.38394540032
Epoch  408  	Complete
Iteration  0
Current Cost:  3.38340368674
Iteration  1
Current Cost:  3.38332753221
Iteration  2
Current Cost:  3.38255308912
Iteration  3
Current Cost:  3.38279099886
Epoch  409  	Complete
Iteration  0
Current Cost:  3.38226052535
Iteration  1
Current Cost:  3.38218039077
Iteration  2
Current Cost:  3.3814070335
Iteration  3
Current Cost:  3.38163875607
Epoch  410  	Complete
Iteration  0
Current Cost:  3.38111949779
Iteration  1
Current Cost:  3.38103538019
Iteration  2
Current Cost:  3.38026310796
Iteration  3
Current Cost:  3.38048866789
Epoch  411  	Complete
Iteration  0
Current Cost:  3.37998060005
Iteration  1
Current Cost:  3.37989249649
Iteration  2
Current Cost:  3.37912130849
Iteration  3
Current Cost:  3.37934073027
Epoch  412  	Complete
Iteration  0
Current Cost:  3.37884382813
Iteration  1
Current Cost:  3.37875173566
Iteration  2
Current Cost:  3.3779816311
Iteration  3
Current Cost:  3.37819493914
Epoch  413  	Complete
Iteration  0
Current Cost:  3.37770917804
Iteration  1
Current Cost:  3.37761309373
Iteration  2
Current Cost:  3.37684407182
Iteration  3
Current Cost:  3.37705129048
Epoch  414  	Complete
Iteration  0
Current Cost:  3.37657664577
Iteration  1
Current Cost:  3.37647656673
Iteration  2
Current Cost:  3.37570862668
Iteration  3
Current Cost:  3.37590978026
Epoch  415  	Complete
Iteration  0
Current Cost:  3.37544622735
Iteration  1
Current Cost:  3.37534215069
Iteration  2
Current Cost:  3.37457529169
Iteration  3
Current Cost:  3.37477040444
Epoch  416  	Complete
Iteration  0
Current Cost:  3.37431791881
Iteration  1
Current Cost:  3.37420984165
Iteration  2
Current Cost:  3.37344406292
Iteration  3
Current Cost:  3.37363315902
Epoch  417  	Complete
Iteration  0
Current Cost:  3.37319171617
Iteration  1
Current Cost:  3.37307963565
Iteration  2
Current Cost:  3.3723149364
Iteration  3
Current Cost:  3.37249803998
Epoch  418  	Complete
Iteration  0
Current Cost:  3.37206761549
Iteration  1
Current Cost:  3.37195152876
Iteration  2
Current Cost:  3.37118790819
Iteration  3
Current Cost:  3.37136504332
Epoch  419  	Complete
Iteration  0
Current Cost:  3.3709456128
Iteration  1
Current Cost:  3.37082551703
Iteration  2
Current Cost:  3.37006297436
Iteration  3
Current Cost:  3.37023416505
Epoch  420  	Complete
Iteration  0
Current Cost:  3.36982570416
Iteration  1
Current Cost:  3.36970159654
Iteration  2
Current Cost:  3.36894013097
Iteration  3
Current Cost:  3.36910540117
Epoch  421  	Complete
Iteration  0
Current Cost:  3.36870788563
Iteration  1
Current Cost:  3.36857976337
Iteration  2
Current Cost:  3.36781937411
Iteration  3
Current Cost:  3.36797874772
Epoch  422  	Complete
Iteration  0
Current Cost:  3.36759215329
Iteration  1
Current Cost:  3.36746001359
Iteration  2
Current Cost:  3.36670069985
Iteration  3
Current Cost:  3.36685420072
Epoch  423  	Complete
Iteration  0
Current Cost:  3.36647850321
Iteration  1
Current Cost:  3.36634234331
Iteration  2
Current Cost:  3.3655841043
Iteration  3
Current Cost:  3.3657317562
Epoch  424  	Complete
Iteration  0
Current Cost:  3.36536693148
Iteration  1
Current Cost:  3.36522674863
Iteration  2
Current Cost:  3.36446958356
Iteration  3
Current Cost:  3.36461141022
Epoch  425  	Complete
Iteration  0
Current Cost:  3.36425743419
Iteration  1
Current Cost:  3.36411322565
Iteration  2
Current Cost:  3.36335713373
Iteration  3
Current Cost:  3.36349315881
Epoch  426  	Complete
Iteration  0
Current Cost:  3.36315000744
Iteration  1
Current Cost:  3.36300177048
Iteration  2
Current Cost:  3.36224675092
Iteration  3
Current Cost:  3.36237699805
Epoch  427  	Complete
Iteration  0
Current Cost:  3.36204464734
Iteration  1
Current Cost:  3.36189237925
Iteration  2
Current Cost:  3.36113843126
Iteration  3
Current Cost:  3.36126292399
Epoch  428  	Complete
Iteration  0
Current Cost:  3.36094135
Iteration  1
Current Cost:  3.36078504809
Iteration  2
Current Cost:  3.36003217088
Iteration  3
Current Cost:  3.3601509327
Epoch  429  	Complete
Iteration  0
Current Cost:  3.35984011154
Iteration  1
Current Cost:  3.35967977313
Iteration  2
Current Cost:  3.35892796592
Iteration  3
Current Cost:  3.35904102028
Epoch  430  	Complete
Iteration  0
Current Cost:  3.3587409281
Iteration  1
Current Cost:  3.35857655053
Iteration  2
Current Cost:  3.35782581252
Iteration  3
Current Cost:  3.3579331828
Epoch  431  	Complete
Iteration  0
Current Cost:  3.3576437958
Iteration  1
Current Cost:  3.35747537642
Iteration  2
Current Cost:  3.35672570683
Iteration  3
Current Cost:  3.35682741636
Epoch  432  	Complete
Iteration  0
Current Cost:  3.3565487108
Iteration  1
Current Cost:  3.35637624697
Iteration  2
Current Cost:  3.35562764502
Iteration  3
Current Cost:  3.35572371707
Epoch  433  	Complete
Iteration  0
Current Cost:  3.35545566925
Iteration  1
Current Cost:  3.35527915835
Iteration  2
Current Cost:  3.35453162324
Iteration  3
Current Cost:  3.35462208103
Epoch  434  	Complete
Iteration  0
Current Cost:  3.35436466729
Iteration  1
Current Cost:  3.35418410673
Iteration  2
Current Cost:  3.35343763767
Iteration  3
Current Cost:  3.35352250437
Epoch  435  	Complete
Iteration  0
Current Cost:  3.35327570111
Iteration  1
Current Cost:  3.35309108828
Iteration  2
Current Cost:  3.3523456845
Iteration  3
Current Cost:  3.35242498321
Epoch  436  	Complete
Iteration  0
Current Cost:  3.35218876687
Iteration  1
Current Cost:  3.3520000992
Iteration  2
Current Cost:  3.3512557599
Iteration  3
Current Cost:  3.35132951367
Epoch  437  	Complete
Iteration  0
Current Cost:  3.35110386074
Iteration  1
Current Cost:  3.35091113568
Iteration  2
Current Cost:  3.35016786008
Iteration  3
Current Cost:  3.3502360919
Epoch  438  	Complete
Iteration  0
Current Cost:  3.35002097893
Iteration  1
Current Cost:  3.34982419393
Iteration  2
Current Cost:  3.34908198124
Iteration  3
Current Cost:  3.34914471405
Epoch  439  	Complete
Iteration  0
Current Cost:  3.34894011762
Iteration  1
Current Cost:  3.34873927014
Iteration  2
Current Cost:  3.34799811958
Iteration  3
Current Cost:  3.34805537627
Epoch  440  	Complete
Iteration  0
Current Cost:  3.34786127302
Iteration  1
Current Cost:  3.34765636055
Iteration  2
Current Cost:  3.34691627132
Iteration  3
Current Cost:  3.34696807473
Epoch  441  	Complete
Iteration  0
Current Cost:  3.34678444133
Iteration  1
Current Cost:  3.34657546136
Iteration  2
Current Cost:  3.34583643269
Iteration  3
Current Cost:  3.34588280558
Epoch  442  	Complete
Iteration  0
Current Cost:  3.34570961877
Iteration  1
Current Cost:  3.34549656881
Iteration  2
Current Cost:  3.34475859992
Iteration  3
Current Cost:  3.34479956501
Epoch  443  	Complete
Iteration  0
Current Cost:  3.34463680156
Iteration  1
Current Cost:  3.34441967915
Iteration  2
Current Cost:  3.34368276925
Iteration  3
Current Cost:  3.34371834919
Epoch  444  	Complete
Iteration  0
Current Cost:  3.34356598594
Iteration  1
Current Cost:  3.34334478861
Iteration  2
Current Cost:  3.34260893691
Iteration  3
Current Cost:  3.34263915433
Epoch  445  	Complete
Iteration  0
Current Cost:  3.34249716814
Iteration  1
Current Cost:  3.34227189344
Iteration  2
Current Cost:  3.34153709916
Iteration  3
Current Cost:  3.34156197661
Epoch  446  	Complete
Iteration  0
Current Cost:  3.3414303444
Iteration  1
Current Cost:  3.3412009899
Iteration  2
Current Cost:  3.34046725227
Iteration  3
Current Cost:  3.34048681225
Epoch  447  	Complete
Iteration  0
Current Cost:  3.34036551098
Iteration  1
Current Cost:  3.34013207427
Iteration  2
Current Cost:  3.33939939249
Iteration  3
Current Cost:  3.33941365745
Epoch  448  	Complete
Iteration  0
Current Cost:  3.33930266413
Iteration  1
Current Cost:  3.33906514281
Iteration  2
Current Cost:  3.33833351611
Iteration  3
Current Cost:  3.33834250842
Epoch  449  	Complete
Iteration  0
Current Cost:  3.33824180013
Iteration  1
Current Cost:  3.3380001918
Iteration  2
Current Cost:  3.33726961939
Iteration  3
Current Cost:  3.33727336141
Epoch  450  	Complete
Iteration  0
Current Cost:  3.33718291524
Iteration  1
Current Cost:  3.33693721753
Iteration  2
Current Cost:  3.33620769863
Iteration  3
Current Cost:  3.33620621264
Epoch  451  	Complete
Iteration  0
Current Cost:  3.33612600574
Iteration  1
Current Cost:  3.33587621629
Iteration  2
Current Cost:  3.33514775012
Iteration  3
Current Cost:  3.33514105835
Epoch  452  	Complete
Iteration  0
Current Cost:  3.33507106793
Iteration  1
Current Cost:  3.33481718439
Iteration  2
Current Cost:  3.33408977017
Iteration  3
Current Cost:  3.33407789479
Epoch  453  	Complete
Iteration  0
Current Cost:  3.33401809809
Iteration  1
Current Cost:  3.33376011813
Iteration  2
Current Cost:  3.33303375508
Iteration  3
Current Cost:  3.33301671821
Epoch  454  	Complete
Iteration  0
Current Cost:  3.33296709252
Iteration  1
Current Cost:  3.33270501383
Iteration  2
Current Cost:  3.33197970116
Iteration  3
Current Cost:  3.33195752488
Epoch  455  	Complete
Iteration  0
Current Cost:  3.33191804754
Iteration  1
Current Cost:  3.3316518678
Iteration  2
Current Cost:  3.33092760474
Iteration  3
Current Cost:  3.33090031106
Epoch  456  	Complete
Iteration  0
Current Cost:  3.33087095945
Iteration  1
Current Cost:  3.33060067638
Iteration  2
Current Cost:  3.32987746215
Iteration  3
Current Cost:  3.32984507303
Epoch  457  	Complete
Iteration  0
Current Cost:  3.32982582459
Iteration  1
Current Cost:  3.32955143591
Iteration  2
Current Cost:  3.32882926972
Iteration  3
Current Cost:  3.32879180707
Epoch  458  	Complete
Iteration  0
Current Cost:  3.32878263927
Iteration  1
Current Cost:  3.32850414271
Iteration  2
Current Cost:  3.3277830238
Iteration  3
Current Cost:  3.32774050947
Epoch  459  	Complete
Iteration  0
Current Cost:  3.32774139983
Iteration  1
Current Cost:  3.32745879316
Iteration  2
Current Cost:  3.32673872074
Iteration  3
Current Cost:  3.32669117654
Epoch  460  	Complete
Iteration  0
Current Cost:  3.32670210263
Iteration  1
Current Cost:  3.32641538359
Iteration  2
Current Cost:  3.32569635688
Iteration  3
Current Cost:  3.32564380456
Epoch  461  	Complete
Iteration  0
Current Cost:  3.32566474399
Iteration  1
Current Cost:  3.32537391038
Iteration  2
Current Cost:  3.32465592861
Iteration  3
Current Cost:  3.32459838985
Epoch  462  	Complete
Iteration  0
Current Cost:  3.32462932029
Iteration  1
Current Cost:  3.32433436989
Iteration  2
Current Cost:  3.32361743227
Iteration  3
Current Cost:  3.32355492874
Epoch  463  	Complete
Iteration  0
Current Cost:  3.32359582789
Iteration  1
Current Cost:  3.3232967585
Iteration  2
Current Cost:  3.32258086427
Iteration  3
Current Cost:  3.32251341754
Epoch  464  	Complete
Iteration  0
Current Cost:  3.32256426315
Iteration  1
Current Cost:  3.3222610726
Iteration  2
Current Cost:  3.32154622097
Iteration  3
Current Cost:  3.32147385259
Epoch  465  	Complete
Iteration  0
Current Cost:  3.32153462245
Iteration  1
Current Cost:  3.32122730857
Iteration  2
Current Cost:  3.32051349876
Iteration  3
Current Cost:  3.32043623022
Epoch  466  	Complete
Iteration  0
Current Cost:  3.32050690217
Iteration  1
Current Cost:  3.32019546282
Iteration  2
Current Cost:  3.31948269406
Iteration  3
Current Cost:  3.31940054678
Epoch  467  	Complete
Iteration  0
Current Cost:  3.31948109871
Iteration  1
Current Cost:  3.31916553174
Iteration  2
Current Cost:  3.31845380325
Iteration  3
Current Cost:  3.31836679863
Epoch  468  	Complete
Iteration  0
Current Cost:  3.31845720847
Iteration  1
Current Cost:  3.31813751174
Iteration  2
Current Cost:  3.31742682275
Iteration  3
Current Cost:  3.31733498212
Epoch  469  	Complete
Iteration  0
Current Cost:  3.31743522784
Iteration  1
Current Cost:  3.31711139925
Iteration  2
Current Cost:  3.31640174899
Iteration  3
Current Cost:  3.31630509361
Epoch  470  	Complete
Iteration  0
Current Cost:  3.31641515325
Iteration  1
Current Cost:  3.31608719069
Iteration  2
Current Cost:  3.31537857837
Iteration  3
Current Cost:  3.31527712949
Epoch  471  	Complete
Iteration  0
Current Cost:  3.31539698109
Iteration  1
Current Cost:  3.31506488249
Iteration  2
Current Cost:  3.31435730735
Iteration  3
Current Cost:  3.31425108612
Epoch  472  	Complete
Iteration  0
Current Cost:  3.31438070781
Iteration  1
Current Cost:  3.31404447109
Iteration  2
Current Cost:  3.31333793234
Iteration  3
Current Cost:  3.3132269599
Epoch  473  	Complete
Iteration  0
Current Cost:  3.31336632983
Iteration  1
Current Cost:  3.31302595293
Iteration  2
Current Cost:  3.3123204498
Iteration  3
Current Cost:  3.31220474722
Epoch  474  	Complete
Iteration  0
Current Cost:  3.31235384359
Iteration  1
Current Cost:  3.31200932446
Iteration  2
Current Cost:  3.31130485619
Iteration  3
Current Cost:  3.31118444449
Epoch  475  	Complete
Iteration  0
Current Cost:  3.31134324554
Iteration  1
Current Cost:  3.31099458215
Iteration  2
Current Cost:  3.31029114795
Iteration  3
Current Cost:  3.3101660481
Epoch  476  	Complete
Iteration  0
Current Cost:  3.31033453212
Iteration  1
Current Cost:  3.30998172245
Iteration  2
Current Cost:  3.30927932155
Iteration  3
Current Cost:  3.30914955447
Epoch  477  	Complete
Iteration  0
Current Cost:  3.30932769979
Iteration  1
Current Cost:  3.30897074183
Iteration  2
Current Cost:  3.30826937347
Iteration  3
Current Cost:  3.30813496002
Epoch  478  	Complete
Iteration  0
Current Cost:  3.30832274502
Iteration  1
Current Cost:  3.30796163679
Iteration  2
Current Cost:  3.30726130018
Iteration  3
Current Cost:  3.30712226118
Epoch  479  	Complete
Iteration  0
Current Cost:  3.30731966429
Iteration  1
Current Cost:  3.30695440379
Iteration  2
Current Cost:  3.30625509817
Iteration  3
Current Cost:  3.30611145439
Epoch  480  	Complete
Iteration  0
Current Cost:  3.30631845406
Iteration  1
Current Cost:  3.30594903933
Iteration  2
Current Cost:  3.30525076393
Iteration  3
Current Cost:  3.30510253608
Epoch  481  	Complete
Iteration  0
Current Cost:  3.30531911082
Iteration  1
Current Cost:  3.30494553991
Iteration  2
Current Cost:  3.30424829396
Iteration  3
Current Cost:  3.3040955027
Epoch  482  	Complete
Iteration  0
Current Cost:  3.30432163107
Iteration  1
Current Cost:  3.30394390203
Iteration  2
Current Cost:  3.30324768476
Iteration  3
Current Cost:  3.3030903507
Epoch  483  	Complete
Iteration  0
Current Cost:  3.3033260113
Iteration  1
Current Cost:  3.30294412221
Iteration  2
Current Cost:  3.30224893284
Iteration  3
Current Cost:  3.30208707655
Epoch  484  	Complete
Iteration  0
Current Cost:  3.30233224801
Iteration  1
Current Cost:  3.30194619696
Iteration  2
Current Cost:  3.30125203472
Iteration  3
Current Cost:  3.30108567672
Epoch  485  	Complete
Iteration  0
Current Cost:  3.30134033772
Iteration  1
Current Cost:  3.3009501228
Iteration  2
Current Cost:  3.30025698693
Iteration  3
Current Cost:  3.30008614767
Epoch  486  	Complete
Iteration  0
Current Cost:  3.30035027695
Iteration  1
Current Cost:  3.29995589627
Iteration  2
Current Cost:  3.29926378599
Iteration  3
Current Cost:  3.2990884859
Epoch  487  	Complete
Iteration  0
Current Cost:  3.29936206222
Iteration  1
Current Cost:  3.29896351391
Iteration  2
Current Cost:  3.29827242845
Iteration  3
Current Cost:  3.29809268788
Epoch  488  	Complete
Iteration  0
Current Cost:  3.29837569006
Iteration  1
Current Cost:  3.29797297225
Iteration  2
Current Cost:  3.29728291084
Iteration  3
Current Cost:  3.29709875011
Epoch  489  	Complete
Iteration  0
Current Cost:  3.29739115701
Iteration  1
Current Cost:  3.29698426784
Iteration  2
Current Cost:  3.29629522973
Iteration  3
Current Cost:  3.29610666909
Epoch  490  	Complete
Iteration  0
Current Cost:  3.29640845961
Iteration  1
Current Cost:  3.29599739726
Iteration  2
Current Cost:  3.29530938165
Iteration  3
Current Cost:  3.29511644133
Epoch  491  	Complete
Iteration  0
Current Cost:  3.29542759441
Iteration  1
Current Cost:  3.29501235704
Iteration  2
Current Cost:  3.29432536319
Iteration  3
Current Cost:  3.29412806335
Epoch  492  	Complete
Iteration  0
Current Cost:  3.29444855798
Iteration  1
Current Cost:  3.29402914378
Iteration  2
Current Cost:  3.29334317091
Iteration  3
Current Cost:  3.29314153166
Epoch  493  	Complete
Iteration  0
Current Cost:  3.29347134686
Iteration  1
Current Cost:  3.29304775403
Iteration  2
Current Cost:  3.29236280138
Iteration  3
Current Cost:  3.29215684279
Epoch  494  	Complete
Iteration  0
Current Cost:  3.29249595764
Iteration  1
Current Cost:  3.2920681844
Iteration  2
Current Cost:  3.2913842512
Iteration  3
Current Cost:  3.29117399327
Epoch  495  	Complete
Iteration  0
Current Cost:  3.29152238689
Iteration  1
Current Cost:  3.29109043145
Iteration  2
Current Cost:  3.29040751694
Iteration  3
Current Cost:  3.29019297965
Epoch  496  	Complete
Iteration  0
Current Cost:  3.29055063119
Iteration  1
Current Cost:  3.2901144918
Iteration  2
Current Cost:  3.2894325952
Iteration  3
Current Cost:  3.28921379847
Epoch  497  	Complete
Iteration  0
Current Cost:  3.28958068713
Iteration  1
Current Cost:  3.28914036204
Iteration  2
Current Cost:  3.28845948259
Iteration  3
Current Cost:  3.28823644628
Epoch  498  	Complete
Iteration  0
Current Cost:  3.28861255131
Iteration  1
Current Cost:  3.28816803877
Iteration  2
Current Cost:  3.28748817571
Iteration  3
Current Cost:  3.28726091965
Epoch  499  	Complete
Iteration  0
Current Cost:  3.28764622033
Iteration  1
Current Cost:  3.28719751863
Iteration  2
Current Cost:  3.28651867119
Iteration  3
Current Cost:  3.28628721514
Epoch  500  	Complete
Iteration  0
Current Cost:  3.28668169079
Iteration  1
Current Cost:  3.28622879821
Iteration  2
Current Cost:  3.28555096563
Iteration  3
Current Cost:  3.28531532932
Epoch  501  	Complete
Iteration  0
Current Cost:  3.28571895933
Iteration  1
Current Cost:  3.28526187417
Iteration  2
Current Cost:  3.28458505567
Iteration  3
Current Cost:  3.28434525878
Epoch  502  	Complete
Iteration  0
Current Cost:  3.28475802254
Iteration  1
Current Cost:  3.28429674311
Iteration  2
Current Cost:  3.28362093795
Iteration  3
Current Cost:  3.2833770001
Epoch  503  	Complete
Iteration  0
Current Cost:  3.28379887707
Iteration  1
Current Cost:  3.2833334017
Iteration  2
Current Cost:  3.2826586091
Iteration  3
Current Cost:  3.28241054986
Epoch  504  	Complete
Iteration  0
Current Cost:  3.28284151954
Iteration  1
Current Cost:  3.28237184656
Iteration  2
Current Cost:  3.28169806577
Iteration  3
Current Cost:  3.28144590467
Epoch  505  	Complete
Iteration  0
Current Cost:  3.2818859466
Iteration  1
Current Cost:  3.28141207437
Iteration  2
Current Cost:  3.28073930461
Iteration  3
Current Cost:  3.28048306114
Epoch  506  	Complete
Iteration  0
Current Cost:  3.2809321549
Iteration  1
Current Cost:  3.28045408177
Iteration  2
Current Cost:  3.27978232228
Iteration  3
Current Cost:  3.27952201588
Epoch  507  	Complete
Iteration  0
Current Cost:  3.27998014108
Iteration  1
Current Cost:  3.27949786543
Iteration  2
Current Cost:  3.27882711545
Iteration  3
Current Cost:  3.2785627655
Epoch  508  	Complete
Iteration  0
Current Cost:  3.27902990181
Iteration  1
Current Cost:  3.27854342202
Iteration  2
Current Cost:  3.2778736808
Iteration  3
Current Cost:  3.27760530662
Epoch  509  	Complete
Iteration  0
Current Cost:  3.27808143375
Iteration  1
Current Cost:  3.27759074822
Iteration  2
Current Cost:  3.27692201499
Iteration  3
Current Cost:  3.27664963588
Epoch  510  	Complete
Iteration  0
Current Cost:  3.27713473358
Iteration  1
Current Cost:  3.27663984071
Iteration  2
Current Cost:  3.27597211471
Iteration  3
Current Cost:  3.27569574992
Epoch  511  	Complete
Iteration  0
Current Cost:  3.27618979797
Iteration  1
Current Cost:  3.27569069619
Iteration  2
Current Cost:  3.27502397666
Iteration  3
Current Cost:  3.27474364538
Epoch  512  	Complete
Iteration  0
Current Cost:  3.2752466236
Iteration  1
Current Cost:  3.27474331135
Iteration  2
Current Cost:  3.27407759753
Iteration  3
Current Cost:  3.2737933189
Epoch  513  	Complete
Iteration  0
Current Cost:  3.27430520717
Iteration  1
Current Cost:  3.2737976829
Iteration  2
Current Cost:  3.27313297402
Iteration  3
Current Cost:  3.27284476715
Epoch  514  	Complete
Iteration  0
Current Cost:  3.27336554538
Iteration  1
Current Cost:  3.27285380753
Iteration  2
Current Cost:  3.27219010284
Iteration  3
Current Cost:  3.27189798679
Epoch  515  	Complete
Iteration  0
Current Cost:  3.27242763493
Iteration  1
Current Cost:  3.27191168198
Iteration  2
Current Cost:  3.27124898072
Iteration  3
Current Cost:  3.27095297447
Epoch  516  	Complete
Iteration  0
Current Cost:  3.27149147253
Iteration  1
Current Cost:  3.27097130295
Iteration  2
Current Cost:  3.27030960436
Iteration  3
Current Cost:  3.27000972689
Epoch  517  	Complete
Iteration  0
Current Cost:  3.27055705488
Iteration  1
Current Cost:  3.27003266719
Iteration  2
Current Cost:  3.2693719705
Iteration  3
Current Cost:  3.26906824072
Epoch  518  	Complete
Iteration  0
Current Cost:  3.26962437873
Iteration  1
Current Cost:  3.26909577141
Iteration  2
Current Cost:  3.26843607588
Iteration  3
Current Cost:  3.26812851265
Epoch  519  	Complete
Iteration  0
Current Cost:  3.26869344079
Iteration  1
Current Cost:  3.26816061237
Iteration  2
Current Cost:  3.26750191723
Iteration  3
Current Cost:  3.26719053936
Epoch  520  	Complete
Iteration  0
Current Cost:  3.26776423779
Iteration  1
Current Cost:  3.2672271868
Iteration  2
Current Cost:  3.2665694913
Iteration  3
Current Cost:  3.26625431757
Epoch  521  	Complete
Iteration  0
Current Cost:  3.26683676649
Iteration  1
Current Cost:  3.26629549146
Iteration  2
Current Cost:  3.26563879484
Iteration  3
Current Cost:  3.26531984398
Epoch  522  	Complete
Iteration  0
Current Cost:  3.26591102362
Iteration  1
Current Cost:  3.26536552311
Iteration  2
Current Cost:  3.26470982461
Iteration  3
Current Cost:  3.2643871153
Epoch  523  	Complete
Iteration  0
Current Cost:  3.26498700594
Iteration  1
Current Cost:  3.26443727851
Iteration  2
Current Cost:  3.26378257738
Iteration  3
Current Cost:  3.26345612824
Epoch  524  	Complete
Iteration  0
Current Cost:  3.26406471021
Iteration  1
Current Cost:  3.26351075443
Iteration  2
Current Cost:  3.26285704991
Iteration  3
Current Cost:  3.26252687954
Epoch  525  	Complete
Iteration  0
Current Cost:  3.26314413318
Iteration  1
Current Cost:  3.26258594766
Iteration  2
Current Cost:  3.26193323899
Iteration  3
Current Cost:  3.26159936592
Epoch  526  	Complete
Iteration  0
Current Cost:  3.26222527164
Iteration  1
Current Cost:  3.26166285496
Iteration  2
Current Cost:  3.26101114139
Iteration  3
Current Cost:  3.26067358412
Epoch  527  	Complete
Iteration  0
Current Cost:  3.26130812237
Iteration  1
Current Cost:  3.26074147314
Iteration  2
Current Cost:  3.26009075391
Iteration  3
Current Cost:  3.25974953089
Epoch  528  	Complete
Iteration  0
Current Cost:  3.26039268213
Iteration  1
Current Cost:  3.25982179898
Iteration  2
Current Cost:  3.25917207335
Iteration  3
Current Cost:  3.25882720296
Epoch  529  	Complete
Iteration  0
Current Cost:  3.25947894773
Iteration  1
Current Cost:  3.25890382929
Iteration  2
Current Cost:  3.25825509649
Iteration  3
Current Cost:  3.25790659711
Epoch  530  	Complete
Iteration  0
Current Cost:  3.25856691595
Iteration  1
Current Cost:  3.25798756087
Iteration  2
Current Cost:  3.25733982015
Iteration  3
Current Cost:  3.25698771009
Epoch  531  	Complete
Iteration  0
Current Cost:  3.25765658361
Iteration  1
Current Cost:  3.25707299054
Iteration  2
Current Cost:  3.25642624115
Iteration  3
Current Cost:  3.25607053867
Epoch  532  	Complete
Iteration  0
Current Cost:  3.2567479475
Iteration  1
Current Cost:  3.25616011511
Iteration  2
Current Cost:  3.25551435629
Iteration  3
Current Cost:  3.25515507961
Epoch  533  	Complete
Iteration  0
Current Cost:  3.25584100444
Iteration  1
Current Cost:  3.25524893142
Iteration  2
Current Cost:  3.25460416242
Iteration  3
Current Cost:  3.25424132972
Epoch  534  	Complete
Iteration  0
Current Cost:  3.25493575125
Iteration  1
Current Cost:  3.25433943628
Iteration  2
Current Cost:  3.25369565635
Iteration  3
Current Cost:  3.25332928575
Epoch  535  	Complete
Iteration  0
Current Cost:  3.25403218476
Iteration  1
Current Cost:  3.25343162655
Iteration  2
Current Cost:  3.25278883493
Iteration  3
Current Cost:  3.25241894452
Epoch  536  	Complete
Iteration  0
Current Cost:  3.2531303018
Iteration  1
Current Cost:  3.25252549905
Iteration  2
Current Cost:  3.25188369499
Iteration  3
Current Cost:  3.25151030282
Epoch  537  	Complete
Iteration  0
Current Cost:  3.2522300992
Iteration  1
Current Cost:  3.25162105064
Iteration  2
Current Cost:  3.2509802334
Iteration  3
Current Cost:  3.25060335745
Epoch  538  	Complete
Iteration  0
Current Cost:  3.25133157381
Iteration  1
Current Cost:  3.25071827818
Iteration  2
Current Cost:  3.250078447
Iteration  3
Current Cost:  3.24969810522
Epoch  539  	Complete
Iteration  0
Current Cost:  3.25043472247
Iteration  1
Current Cost:  3.24981717852
Iteration  2
Current Cost:  3.24917833265
Iteration  3
Current Cost:  3.24879454295
Epoch  540  	Complete
Iteration  0
Current Cost:  3.24953954205
Iteration  1
Current Cost:  3.24891774853
Iteration  2
Current Cost:  3.24827988722
Iteration  3
Current Cost:  3.24789266746
Epoch  541  	Complete
Iteration  0
Current Cost:  3.2486460294
Iteration  1
Current Cost:  3.24801998508
Iteration  2
Current Cost:  3.24738310758
Iteration  3
Current Cost:  3.24699247558
Epoch  542  	Complete
Iteration  0
Current Cost:  3.24775418139
Iteration  1
Current Cost:  3.24712388506
Iteration  2
Current Cost:  3.24648799062
Iteration  3
Current Cost:  3.24609396414
Epoch  543  	Complete
Iteration  0
Current Cost:  3.2468639949
Iteration  1
Current Cost:  3.24622944535
Iteration  2
Current Cost:  3.24559453321
Iteration  3
Current Cost:  3.24519712998
Epoch  544  	Complete
Iteration  0
Current Cost:  3.2459754668
Iteration  1
Current Cost:  3.24533666282
Iteration  2
Current Cost:  3.24470273226
Iteration  3
Current Cost:  3.24430196996
Epoch  545  	Complete
Iteration  0
Current Cost:  3.24508859398
Iteration  1
Current Cost:  3.2444455344
Iteration  2
Current Cost:  3.24381258464
Iteration  3
Current Cost:  3.24340848092
Epoch  546  	Complete
Iteration  0
Current Cost:  3.24420337333
Iteration  1
Current Cost:  3.24355605696
Iteration  2
Current Cost:  3.24292408727
Iteration  3
Current Cost:  3.24251665971
Epoch  547  	Complete
Iteration  0
Current Cost:  3.24331980174
Iteration  1
Current Cost:  3.24266822743
Iteration  2
Current Cost:  3.24203723705
Iteration  3
Current Cost:  3.24162650321
Epoch  548  	Complete
Iteration  0
Current Cost:  3.24243787612
Iteration  1
Current Cost:  3.24178204271
Iteration  2
Current Cost:  3.24115203091
Iteration  3
Current Cost:  3.24073800829
Epoch  549  	Complete
Iteration  0
Current Cost:  3.24155759338
Iteration  1
Current Cost:  3.24089749972
Iteration  2
Current Cost:  3.24026846574
Iteration  3
Current Cost:  3.23985117181
Epoch  550  	Complete
Iteration  0
Current Cost:  3.24067895043
Iteration  1
Current Cost:  3.2400145954
Iteration  2
Current Cost:  3.23938653849
Iteration  3
Current Cost:  3.23896599066
Epoch  551  	Complete
Iteration  0
Current Cost:  3.23980194419
Iteration  1
Current Cost:  3.23913332666
Iteration  2
Current Cost:  3.23850624609
Iteration  3
Current Cost:  3.23808246174
Epoch  552  	Complete
Iteration  0
Current Cost:  3.23892657158
Iteration  1
Current Cost:  3.23825369045
Iteration  2
Current Cost:  3.23762758546
Iteration  3
Current Cost:  3.23720058192
Epoch  553  	Complete
Iteration  0
Current Cost:  3.23805282954
Iteration  1
Current Cost:  3.23737568371
Iteration  2
Current Cost:  3.23675055356
Iteration  3
Current Cost:  3.23632034812
Epoch  554  	Complete
Iteration  0
Current Cost:  3.23718071501
Iteration  1
Current Cost:  3.23649930339
Iteration  2
Current Cost:  3.23587514733
Iteration  3
Current Cost:  3.23544175723
Epoch  555  	Complete
Iteration  0
Current Cost:  3.23631022493
Iteration  1
Current Cost:  3.23562454644
Iteration  2
Current Cost:  3.23500136372
Iteration  3
Current Cost:  3.23456480617
Epoch  556  	Complete
Iteration  0
Current Cost:  3.23544135624
Iteration  1
Current Cost:  3.23475140981
Iteration  2
Current Cost:  3.2341291997
Iteration  3
Current Cost:  3.23368949186
Epoch  557  	Complete
Iteration  0
Current Cost:  3.2345741059
Iteration  1
Current Cost:  3.23387989049
Iteration  2
Current Cost:  3.23325865224
Iteration  3
Current Cost:  3.23281581121
Epoch  558  	Complete
Iteration  0
Current Cost:  3.23370847088
Iteration  1
Current Cost:  3.23300998543
Iteration  2
Current Cost:  3.23238971829
Iteration  3
Current Cost:  3.23194376115
Epoch  559  	Complete
Iteration  0
Current Cost:  3.23284444813
Iteration  1
Current Cost:  3.23214169161
Iteration  2
Current Cost:  3.23152239485
Iteration  3
Current Cost:  3.23107333863
Epoch  560  	Complete
Iteration  0
Current Cost:  3.23198203464
Iteration  1
Current Cost:  3.23127500602
Iteration  2
Current Cost:  3.23065667889
Iteration  3
Current Cost:  3.23020454058
Epoch  561  	Complete
Iteration  0
Current Cost:  3.23112122737
Iteration  1
Current Cost:  3.23040992565
Iteration  2
Current Cost:  3.2297925674
Iteration  3
Current Cost:  3.22933736394
Epoch  562  	Complete
Iteration  0
Current Cost:  3.23026202332
Iteration  1
Current Cost:  3.22954644748
Iteration  2
Current Cost:  3.22893005738
Iteration  3
Current Cost:  3.22847180567
Epoch  563  	Complete
Iteration  0
Current Cost:  3.22940441946
Iteration  1
Current Cost:  3.22868456852
Iteration  2
Current Cost:  3.22806914582
Iteration  3
Current Cost:  3.22760786272
Epoch  564  	Complete
Iteration  0
Current Cost:  3.2285484128
Iteration  1
Current Cost:  3.22782428578
Iteration  2
Current Cost:  3.22720982973
Iteration  3
Current Cost:  3.22674553206
Epoch  565  	Complete
Iteration  0
Current Cost:  3.22769400033
Iteration  1
Current Cost:  3.22696559626
Iteration  2
Current Cost:  3.22635210613
Iteration  3
Current Cost:  3.22588481066
Epoch  566  	Complete
Iteration  0
Current Cost:  3.22684117907
Iteration  1
Current Cost:  3.22610849697
Iteration  2
Current Cost:  3.22549597203
Iteration  3
Current Cost:  3.22502569548
Epoch  567  	Complete
Iteration  0
Current Cost:  3.22598994602
Iteration  1
Current Cost:  3.22525298495
Iteration  2
Current Cost:  3.22464142444
Iteration  3
Current Cost:  3.22416818352
Epoch  568  	Complete
Iteration  0
Current Cost:  3.2251402982
Iteration  1
Current Cost:  3.22439905722
Iteration  2
Current Cost:  3.22378846041
Iteration  3
Current Cost:  3.22331227176
Epoch  569  	Complete
Iteration  0
Current Cost:  3.22429223263
Iteration  1
Current Cost:  3.22354671081
Iteration  2
Current Cost:  3.22293707696
Iteration  3
Current Cost:  3.22245795718
Epoch  570  	Complete
Iteration  0
Current Cost:  3.22344574634
Iteration  1
Current Cost:  3.22269594277
Iteration  2
Current Cost:  3.22208727113
Iteration  3
Current Cost:  3.22160523679
Epoch  571  	Complete
Iteration  0
Current Cost:  3.22260083636
Iteration  1
Current Cost:  3.22184675013
Iteration  2
Current Cost:  3.22123903997
Iteration  3
Current Cost:  3.22075410759
Epoch  572  	Complete
Iteration  0
Current Cost:  3.22175749975
Iteration  1
Current Cost:  3.22099912994
Iteration  2
Current Cost:  3.22039238053
Iteration  3
Current Cost:  3.21990456658
Epoch  573  	Complete
Iteration  0
Current Cost:  3.22091573353
Iteration  1
Current Cost:  3.22015307927
Iteration  2
Current Cost:  3.21954728986
Iteration  3
Current Cost:  3.21905661079
Epoch  574  	Complete
Iteration  0
Current Cost:  3.22007553476
Iteration  1
Current Cost:  3.21930859517
Iteration  2
Current Cost:  3.21870376502
Iteration  3
Current Cost:  3.21821023723
Epoch  575  	Complete
Iteration  0
Current Cost:  3.2192369005
Iteration  1
Current Cost:  3.21846567471
Iteration  2
Current Cost:  3.21786180309
Iteration  3
Current Cost:  3.21736544293
Epoch  576  	Complete
Iteration  0
Current Cost:  3.21839982781
Iteration  1
Current Cost:  3.21762431496
Iteration  2
Current Cost:  3.21702140113
Iteration  3
Current Cost:  3.21652222491
Epoch  577  	Complete
Iteration  0
Current Cost:  3.21756431376
Iteration  1
Current Cost:  3.216784513
Iteration  2
Current Cost:  3.21618255622
Iteration  3
Current Cost:  3.21568058022
Epoch  578  	Complete
Iteration  0
Current Cost:  3.21673035542
Iteration  1
Current Cost:  3.21594626592
Iteration  2
Current Cost:  3.21534526545
Iteration  3
Current Cost:  3.2148405059
Epoch  579  	Complete
Iteration  0
Current Cost:  3.21589794987
Iteration  1
Current Cost:  3.21510957079
Iteration  2
Current Cost:  3.21450952591
Iteration  3
Current Cost:  3.21400199899
Epoch  580  	Complete
Iteration  0
Current Cost:  3.21506709419
Iteration  1
Current Cost:  3.21427442472
Iteration  2
Current Cost:  3.21367533468
Iteration  3
Current Cost:  3.21316505655
Epoch  581  	Complete
Iteration  0
Current Cost:  3.21423778547
Iteration  1
Current Cost:  3.2134408248
Iteration  2
Current Cost:  3.21284268887
Iteration  3
Current Cost:  3.21232967564
Epoch  582  	Complete
Iteration  0
Current Cost:  3.21341002081
Iteration  1
Current Cost:  3.21260876814
Iteration  2
Current Cost:  3.21201158559
Iteration  3
Current Cost:  3.21149585332
Epoch  583  	Complete
Iteration  0
Current Cost:  3.2125837973
Iteration  1
Current Cost:  3.21177825186
Iteration  2
Current Cost:  3.21118202195
Iteration  3
Current Cost:  3.21066358666
Epoch  584  	Complete
Iteration  0
Current Cost:  3.21175911206
Iteration  1
Current Cost:  3.21094927305
Iteration  2
Current Cost:  3.21035399505
Iteration  3
Current Cost:  3.20983287275
Epoch  585  	Complete
Iteration  0
Current Cost:  3.2109359622
Iteration  1
Current Cost:  3.21012182886
Iteration  2
Current Cost:  3.20952750203
Iteration  3
Current Cost:  3.20900370865
Epoch  586  	Complete
Iteration  0
Current Cost:  3.21011434483
Iteration  1
Current Cost:  3.2092959164
Iteration  2
Current Cost:  3.20870254001
Iteration  3
Current Cost:  3.20817609145
Epoch  587  	Complete
Iteration  0
Current Cost:  3.20929425707
Iteration  1
Current Cost:  3.20847153281
Iteration  2
Current Cost:  3.20787910612
Iteration  3
Current Cost:  3.20735001826
Epoch  588  	Complete
Iteration  0
Current Cost:  3.20847569606
Iteration  1
Current Cost:  3.20764867522
Iteration  2
Current Cost:  3.20705719751
Iteration  3
Current Cost:  3.20652548616
Epoch  589  	Complete
Iteration  0
Current Cost:  3.20765865892
Iteration  1
Current Cost:  3.20682734078
Iteration  2
Current Cost:  3.20623681131
Iteration  3
Current Cost:  3.20570249226
Epoch  590  	Complete
Iteration  0
Current Cost:  3.20684314279
Iteration  1
Current Cost:  3.20600752663
Iteration  2
Current Cost:  3.20541794467
Iteration  3
Current Cost:  3.20488103366
Epoch  591  	Complete
Iteration  0
Current Cost:  3.20602914483
Iteration  1
Current Cost:  3.20518922993
Iteration  2
Current Cost:  3.20460059475
Iteration  3
Current Cost:  3.20406110749
Epoch  592  	Complete
Iteration  0
Current Cost:  3.20521666217
Iteration  1
Current Cost:  3.20437244784
Iteration  2
Current Cost:  3.20378475871
Iteration  3
Current Cost:  3.20324271086
Epoch  593  	Complete
Iteration  0
Current Cost:  3.20440569197
Iteration  1
Current Cost:  3.20355717753
Iteration  2
Current Cost:  3.20297043371
Iteration  3
Current Cost:  3.2024258409
Epoch  594  	Complete
Iteration  0
Current Cost:  3.2035962314
Iteration  1
Current Cost:  3.20274341615
Iteration  2
Current Cost:  3.20215761692
Iteration  3
Current Cost:  3.20161049473
Epoch  595  	Complete
Iteration  0
Current Cost:  3.20278827761
Iteration  1
Current Cost:  3.2019311609
Iteration  2
Current Cost:  3.20134630552
Iteration  3
Current Cost:  3.2007966695
Epoch  596  	Complete
Iteration  0
Current Cost:  3.20198182779
Iteration  1
Current Cost:  3.20112040894
Iteration  2
Current Cost:  3.20053649669
Iteration  3
Current Cost:  3.19998436233
Epoch  597  	Complete
Iteration  0
Current Cost:  3.20117687909
Iteration  1
Current Cost:  3.20031115747
Iteration  2
Current Cost:  3.19972818761
Iteration  3
Current Cost:  3.19917357039
Epoch  598  	Complete
Iteration  0
Current Cost:  3.20037342872
Iteration  1
Current Cost:  3.19950340367
Iteration  2
Current Cost:  3.19892137548
Iteration  3
Current Cost:  3.19836429082
Epoch  599  	Complete
Iteration  0
Current Cost:  3.19957147384
Iteration  1
Current Cost:  3.19869714474
Iteration  2
Current Cost:  3.1981160575
Iteration  3
Current Cost:  3.19755652078
Epoch  600  	Complete
Iteration  0
Current Cost:  3.19877101167
Iteration  1
Current Cost:  3.19789237788
Iteration  2
Current Cost:  3.19731223085
Iteration  3
Current Cost:  3.19675025743
Epoch  601  	Complete
Iteration  0
Current Cost:  3.19797203938
Iteration  1
Current Cost:  3.19708910031
Iteration  2
Current Cost:  3.19650989276
Iteration  3
Current Cost:  3.19594549794
Epoch  602  	Complete
Iteration  0
Current Cost:  3.19717455419
Iteration  1
Current Cost:  3.19628730923
Iteration  2
Current Cost:  3.19570904044
Iteration  3
Current Cost:  3.19514223949
Epoch  603  	Complete
Iteration  0
Current Cost:  3.19637855331
Iteration  1
Current Cost:  3.19548700185
Iteration  2
Current Cost:  3.19490967109
Iteration  3
Current Cost:  3.19434047925
Epoch  604  	Complete
Iteration  0
Current Cost:  3.19558403394
Iteration  1
Current Cost:  3.19468817541
Iteration  2
Current Cost:  3.19411178196
Iteration  3
Current Cost:  3.1935402144
Epoch  605  	Complete
Iteration  0
Current Cost:  3.1947909933
Iteration  1
Current Cost:  3.19389082713
Iteration  2
Current Cost:  3.19331537025
Iteration  3
Current Cost:  3.19274144214
Epoch  606  	Complete
Iteration  0
Current Cost:  3.19399942863
Iteration  1
Current Cost:  3.19309495424
Iteration  2
Current Cost:  3.19252043322
Iteration  3
Current Cost:  3.19194415966
Epoch  607  	Complete
Iteration  0
Current Cost:  3.19320933714
Iteration  1
Current Cost:  3.19230055399
Iteration  2
Current Cost:  3.19172696809
Iteration  3
Current Cost:  3.19114836416
Epoch  608  	Complete
Iteration  0
Current Cost:  3.19242071607
Iteration  1
Current Cost:  3.1915076236
Iteration  2
Current Cost:  3.19093497211
Iteration  3
Current Cost:  3.19035405285
Epoch  609  	Complete
Iteration  0
Current Cost:  3.19163356267
Iteration  1
Current Cost:  3.19071616035
Iteration  2
Current Cost:  3.19014444252
Iteration  3
Current Cost:  3.18956122293
Epoch  610  	Complete
Iteration  0
Current Cost:  3.19084787417
Iteration  1
Current Cost:  3.18992616146
Iteration  2
Current Cost:  3.18935537659
Iteration  3
Current Cost:  3.18876987162
Epoch  611  	Complete
Iteration  0
Current Cost:  3.19006364783
Iteration  1
Current Cost:  3.18913762422
Iteration  2
Current Cost:  3.18856777158
Iteration  3
Current Cost:  3.18797999615
Epoch  612  	Complete
Iteration  0
Current Cost:  3.1892808809
Iteration  1
Current Cost:  3.18835054588
Iteration  2
Current Cost:  3.18778162474
Iteration  3
Current Cost:  3.18719159374
Epoch  613  	Complete
Iteration  0
Current Cost:  3.18849957063
Iteration  1
Current Cost:  3.1875649237
Iteration  2
Current Cost:  3.18699693335
Iteration  3
Current Cost:  3.18640466161
Epoch  614  	Complete
Iteration  0
Current Cost:  3.18771971431
Iteration  1
Current Cost:  3.18678075497
Iteration  2
Current Cost:  3.18621369468
Iteration  3
Current Cost:  3.18561919702
Epoch  615  	Complete
Iteration  0
Current Cost:  3.18694130919
Iteration  1
Current Cost:  3.18599803697
Iteration  2
Current Cost:  3.18543190601
Iteration  3
Current Cost:  3.18483519719
Epoch  616  	Complete
Iteration  0
Current Cost:  3.18616435256
Iteration  1
Current Cost:  3.18521676697
Iteration  2
Current Cost:  3.18465156463
Iteration  3
Current Cost:  3.18405265938
Epoch  617  	Complete
Iteration  0
Current Cost:  3.18538884168
Iteration  1
Current Cost:  3.18443694227
Iteration  2
Current Cost:  3.18387266782
Iteration  3
Current Cost:  3.18327158084
Epoch  618  	Complete
Iteration  0
Current Cost:  3.18461477386
Iteration  1
Current Cost:  3.18365856017
Iteration  2
Current Cost:  3.18309521289
Iteration  3
Current Cost:  3.18249195883
Epoch  619  	Complete
Iteration  0
Current Cost:  3.18384214638
Iteration  1
Current Cost:  3.18288161796
Iteration  2
Current Cost:  3.18231919713
Iteration  3
Current Cost:  3.1817137906
Epoch  620  	Complete
Iteration  0
Current Cost:  3.18307095653
Iteration  1
Current Cost:  3.18210611295
Iteration  2
Current Cost:  3.18154461785
Iteration  3
Current Cost:  3.18093707344
Epoch  621  	Complete
Iteration  0
Current Cost:  3.18230120162
Iteration  1
Current Cost:  3.18133204245
Iteration  2
Current Cost:  3.18077147236
Iteration  3
Current Cost:  3.1801618046
Epoch  622  	Complete
Iteration  0
Current Cost:  3.18153287896
Iteration  1
Current Cost:  3.18055940377
Iteration  2
Current Cost:  3.17999975798
Iteration  3
Current Cost:  3.17938798137
Epoch  623  	Complete
Iteration  0
Current Cost:  3.18076598585
Iteration  1
Current Cost:  3.17978819424
Iteration  2
Current Cost:  3.17922947202
Iteration  3
Current Cost:  3.17861560104
Epoch  624  	Complete
Iteration  0
Current Cost:  3.18000051961
Iteration  1
Current Cost:  3.17901841118
Iteration  2
Current Cost:  3.17846061181
Iteration  3
Current Cost:  3.17784466088
Epoch  625  	Complete
Iteration  0
Current Cost:  3.17923647756
Iteration  1
Current Cost:  3.17825005192
Iteration  2
Current Cost:  3.17769317468
Iteration  3
Current Cost:  3.1770751582
Epoch  626  	Complete
Iteration  0
Current Cost:  3.17847385704
Iteration  1
Current Cost:  3.17748311379
Iteration  2
Current Cost:  3.17692715797
Iteration  3
Current Cost:  3.17630709029
Epoch  627  	Complete
Iteration  0
Current Cost:  3.17771265536
Iteration  1
Current Cost:  3.17671759414
Iteration  2
Current Cost:  3.17616255902
Iteration  3
Current Cost:  3.17554045445
Epoch  628  	Complete
Iteration  0
Current Cost:  3.17695286988
Iteration  1
Current Cost:  3.17595349031
Iteration  2
Current Cost:  3.17539937517
Iteration  3
Current Cost:  3.174775248
Epoch  629  	Complete
Iteration  0
Current Cost:  3.17619449792
Iteration  1
Current Cost:  3.17519079966
Iteration  2
Current Cost:  3.17463760378
Iteration  3
Current Cost:  3.17401146825
Epoch  630  	Complete
Iteration  0
Current Cost:  3.17543753684
Iteration  1
Current Cost:  3.17442951953
Iteration  2
Current Cost:  3.17387724221
Iteration  3
Current Cost:  3.17324911252
Epoch  631  	Complete
Iteration  0
Current Cost:  3.17468198399
Iteration  1
Current Cost:  3.1736696473
Iteration  2
Current Cost:  3.1731182878
Iteration  3
Current Cost:  3.17248817813
Epoch  632  	Complete
Iteration  0
Current Cost:  3.17392783673
Iteration  1
Current Cost:  3.17291118031
Iteration  2
Current Cost:  3.17236073793
Iteration  3
Current Cost:  3.17172866241
Epoch  633  	Complete
Iteration  0
Current Cost:  3.17317509241
Iteration  1
Current Cost:  3.17215411595
Iteration  2
Current Cost:  3.17160458997
Iteration  3
Current Cost:  3.17097056269
Epoch  634  	Complete
Iteration  0
Current Cost:  3.1724237484
Iteration  1
Current Cost:  3.17139845159
Iteration  2
Current Cost:  3.1708498413
Iteration  3
Current Cost:  3.17021387632
Epoch  635  	Complete
Iteration  0
Current Cost:  3.17167380208
Iteration  1
Current Cost:  3.17064418461
Iteration  2
Current Cost:  3.17009648929
Iteration  3
Current Cost:  3.16945860064
Epoch  636  	Complete
Iteration  0
Current Cost:  3.17092525082
Iteration  1
Current Cost:  3.16989131239
Iteration  2
Current Cost:  3.16934453133
Iteration  3
Current Cost:  3.168704733
Epoch  637  	Complete
Iteration  0
Current Cost:  3.170178092
Iteration  1
Current Cost:  3.16913983233
Iteration  2
Current Cost:  3.16859396481
Iteration  3
Current Cost:  3.16795227075
Epoch  638  	Complete
Iteration  0
Current Cost:  3.16943232301
Iteration  1
Current Cost:  3.16838974182
Iteration  2
Current Cost:  3.16784478713
Iteration  3
Current Cost:  3.16720121125
Epoch  639  	Complete
Iteration  0
Current Cost:  3.16868794124
Iteration  1
Current Cost:  3.16764103826
Iteration  2
Current Cost:  3.16709699568
Iteration  3
Current Cost:  3.16645155186
Epoch  640  	Complete
Iteration  0
Current Cost:  3.16794494409
Iteration  1
Current Cost:  3.16689371906
Iteration  2
Current Cost:  3.16635058788
Iteration  3
Current Cost:  3.16570328996
Epoch  641  	Complete
Iteration  0
Current Cost:  3.16720332896
Iteration  1
Current Cost:  3.16614778162
Iteration  2
Current Cost:  3.16560556113
Iteration  3
Current Cost:  3.16495642292
Epoch  642  	Complete
Iteration  0
Current Cost:  3.16646309325
Iteration  1
Current Cost:  3.16540322335
Iteration  2
Current Cost:  3.16486191284
Iteration  3
Current Cost:  3.16421094812
Epoch  643  	Complete
Iteration  0
Current Cost:  3.16572423438
Iteration  1
Current Cost:  3.16466004169
Iteration  2
Current Cost:  3.16411964045
Iteration  3
Current Cost:  3.16346686293
Epoch  644  	Complete
Iteration  0
Current Cost:  3.16498674976
Iteration  1
Current Cost:  3.16391823405
Iteration  2
Current Cost:  3.16337874136
Iteration  3
Current Cost:  3.16272416476
Epoch  645  	Complete
Iteration  0
Current Cost:  3.16425063681
Iteration  1
Current Cost:  3.16317779786
Iteration  2
Current Cost:  3.16263921302
Iteration  3
Current Cost:  3.16198285099
Epoch  646  	Complete
Iteration  0
Current Cost:  3.16351589295
Iteration  1
Current Cost:  3.16243873056
Iteration  2
Current Cost:  3.16190105285
Iteration  3
Current Cost:  3.16124291903
Epoch  647  	Complete
Iteration  0
Current Cost:  3.16278251563
Iteration  1
Current Cost:  3.16170102958
Iteration  2
Current Cost:  3.1611642583
Iteration  3
Current Cost:  3.16050436627
Epoch  648  	Complete
Iteration  0
Current Cost:  3.16205050227
Iteration  1
Current Cost:  3.16096469237
Iteration  2
Current Cost:  3.16042882681
Iteration  3
Current Cost:  3.15976719013
Epoch  649  	Complete
Iteration  0
Current Cost:  3.16131985031
Iteration  1
Current Cost:  3.16022971638
Iteration  2
Current Cost:  3.15969475582
Iteration  3
Current Cost:  3.15903138802
Epoch  650  	Complete
Iteration  0
Current Cost:  3.1605905572
Iteration  1
Current Cost:  3.15949609905
Iteration  2
Current Cost:  3.15896204279
Iteration  3
Current Cost:  3.15829695735
Epoch  651  	Complete
Iteration  0
Current Cost:  3.15986262039
Iteration  1
Current Cost:  3.15876383786
Iteration  2
Current Cost:  3.15823068519
Iteration  3
Current Cost:  3.15756389556
Epoch  652  	Complete
Iteration  0
Current Cost:  3.15913603733
Iteration  1
Current Cost:  3.15803293026
Iteration  2
Current Cost:  3.15750068047
Iteration  3
Current Cost:  3.15683220006
Epoch  653  	Complete
Iteration  0
Current Cost:  3.15841080549
Iteration  1
Current Cost:  3.15730337371
Iteration  2
Current Cost:  3.1567720261
Iteration  3
Current Cost:  3.1561018683
Epoch  654  	Complete
Iteration  0
Current Cost:  3.15768692232
Iteration  1
Current Cost:  3.1565751657
Iteration  2
Current Cost:  3.15604471955
Iteration  3
Current Cost:  3.15537289771
Epoch  655  	Complete
Iteration  0
Current Cost:  3.1569643853
Iteration  1
Current Cost:  3.1558483037
Iteration  2
Current Cost:  3.15531875831
Iteration  3
Current Cost:  3.15464528572
Epoch  656  	Complete
Iteration  0
Current Cost:  3.15624319189
Iteration  1
Current Cost:  3.15512278518
Iteration  2
Current Cost:  3.15459413985
Iteration  3
Current Cost:  3.1539190298
Epoch  657  	Complete
Iteration  0
Current Cost:  3.15552333958
Iteration  1
Current Cost:  3.15439860765
Iteration  2
Current Cost:  3.15387086166
Iteration  3
Current Cost:  3.15319412739
Epoch  658  	Complete
Iteration  0
Current Cost:  3.15480482586
Iteration  1
Current Cost:  3.15367576858
Iteration  2
Current Cost:  3.15314892123
Iteration  3
Current Cost:  3.15247057595
Epoch  659  	Complete
Iteration  0
Current Cost:  3.1540876482
Iteration  1
Current Cost:  3.15295426547
Iteration  2
Current Cost:  3.15242831606
Iteration  3
Current Cost:  3.15174837294
Epoch  660  	Complete
Iteration  0
Current Cost:  3.15337180411
Iteration  1
Current Cost:  3.15223409583
Iteration  2
Current Cost:  3.15170904365
Iteration  3
Current Cost:  3.15102751582
Epoch  661  	Complete
Iteration  0
Current Cost:  3.15265729107
Iteration  1
Current Cost:  3.15151525717
Iteration  2
Current Cost:  3.15099110151
Iteration  3
Current Cost:  3.15030800208
Epoch  662  	Complete
Iteration  0
Current Cost:  3.1519441066
Iteration  1
Current Cost:  3.15079774698
Iteration  2
Current Cost:  3.15027448714
Iteration  3
Current Cost:  3.14958982918
Epoch  663  	Complete
Iteration  0
Current Cost:  3.15123224819
Iteration  1
Current Cost:  3.15008156279
Iteration  2
Current Cost:  3.14955919807
Iteration  3
Current Cost:  3.1488729946
Epoch  664  	Complete
Iteration  0
Current Cost:  3.15052171336
Iteration  1
Current Cost:  3.14936670211
Iteration  2
Current Cost:  3.14884523181
Iteration  3
Current Cost:  3.14815749584
Epoch  665  	Complete
Iteration  0
Current Cost:  3.14981249963
Iteration  1
Current Cost:  3.14865316247
Iteration  2
Current Cost:  3.14813258588
Iteration  3
Current Cost:  3.14744333038
Epoch  666  	Complete
Iteration  0
Current Cost:  3.14910460452
Iteration  1
Current Cost:  3.1479409414
Iteration  2
Current Cost:  3.14742125782
Iteration  3
Current Cost:  3.14673049572
Epoch  667  	Complete
Iteration  0
Current Cost:  3.14839802555
Iteration  1
Current Cost:  3.14723003644
Iteration  2
Current Cost:  3.14671124516
Iteration  3
Current Cost:  3.14601898936
Epoch  668  	Complete
Iteration  0
Current Cost:  3.14769276025
Iteration  1
Current Cost:  3.14652044511
Iteration  2
Current Cost:  3.14600254544
Iteration  3
Current Cost:  3.14530880879
Epoch  669  	Complete
Iteration  0
Current Cost:  3.14698880616
Iteration  1
Current Cost:  3.14581216497
Iteration  2
Current Cost:  3.1452951562
Iteration  3
Current Cost:  3.14459995154
Epoch  670  	Complete
Iteration  0
Current Cost:  3.14628616082
Iteration  1
Current Cost:  3.14510519355
Iteration  2
Current Cost:  3.14458907499
Iteration  3
Current Cost:  3.14389241511
Epoch  671  	Complete
Iteration  0
Current Cost:  3.14558482177
Iteration  1
Current Cost:  3.14439952842
Iteration  2
Current Cost:  3.14388429937
Iteration  3
Current Cost:  3.14318619703
Epoch  672  	Complete
Iteration  0
Current Cost:  3.14488478656
Iteration  1
Current Cost:  3.14369516713
Iteration  2
Current Cost:  3.14318082688
Iteration  3
Current Cost:  3.14248129482
Epoch  673  	Complete
Iteration  0
Current Cost:  3.14418605275
Iteration  1
Current Cost:  3.14299210724
Iteration  2
Current Cost:  3.14247865509
Iteration  3
Current Cost:  3.141777706
Epoch  674  	Complete
Iteration  0
Current Cost:  3.14348861788
Iteration  1
Current Cost:  3.14229034632
Iteration  2
Current Cost:  3.14177778157
Iteration  3
Current Cost:  3.14107542811
Epoch  675  	Complete
Iteration  0
Current Cost:  3.14279247954
Iteration  1
Current Cost:  3.14158988193
Iteration  2
Current Cost:  3.14107820389
Iteration  3
Current Cost:  3.14037445868
Epoch  676  	Complete
Iteration  0
Current Cost:  3.14209763527
Iteration  1
Current Cost:  3.14089071165
Iteration  2
Current Cost:  3.14037991962
Iteration  3
Current Cost:  3.13967479526
Epoch  677  	Complete
Iteration  0
Current Cost:  3.14140408266
Iteration  1
Current Cost:  3.14019283307
Iteration  2
Current Cost:  3.13968292634
Iteration  3
Current Cost:  3.1389764354
Epoch  678  	Complete
Iteration  0
Current Cost:  3.14071181928
Iteration  1
Current Cost:  3.13949624376
Iteration  2
Current Cost:  3.13898722164
Iteration  3
Current Cost:  3.13827937664
Epoch  679  	Complete
Iteration  0
Current Cost:  3.14002084271
Iteration  1
Current Cost:  3.13880094132
Iteration  2
Current Cost:  3.13829280311
Iteration  3
Current Cost:  3.13758361655
Epoch  680  	Complete
Iteration  0
Current Cost:  3.13933115054
Iteration  1
Current Cost:  3.13810692333
Iteration  2
Current Cost:  3.13759966834
Iteration  3
Current Cost:  3.13688915267
Epoch  681  	Complete
Iteration  0
Current Cost:  3.13864274036
Iteration  1
Current Cost:  3.1374141874
Iteration  2
Current Cost:  3.13690781492
Iteration  3
Current Cost:  3.13619598259
Epoch  682  	Complete
Iteration  0
Current Cost:  3.13795560976
Iteration  1
Current Cost:  3.13672273112
Iteration  2
Current Cost:  3.13621724047
Iteration  3
Current Cost:  3.13550410386
Epoch  683  	Complete
Iteration  0
Current Cost:  3.13726975634
Iteration  1
Current Cost:  3.13603255211
Iteration  2
Current Cost:  3.13552794259
Iteration  3
Current Cost:  3.13481351406
Epoch  684  	Complete
Iteration  0
Current Cost:  3.13658517771
Iteration  1
Current Cost:  3.13534364798
Iteration  2
Current Cost:  3.13483991888
Iteration  3
Current Cost:  3.13412421077
Epoch  685  	Complete
Iteration  0
Current Cost:  3.13590187147
Iteration  1
Current Cost:  3.13465601634
Iteration  2
Current Cost:  3.13415316698
Iteration  3
Current Cost:  3.13343619158
Epoch  686  	Complete
Iteration  0
Current Cost:  3.13521983524
Iteration  1
Current Cost:  3.13396965481
Iteration  2
Current Cost:  3.13346768449
Iteration  3
Current Cost:  3.13274945407
Epoch  687  	Complete
Iteration  0
Current Cost:  3.13453906663
Iteration  1
Current Cost:  3.13328456101
Iteration  2
Current Cost:  3.13278346904
Iteration  3
Current Cost:  3.13206399583
Epoch  688  	Complete
Iteration  0
Current Cost:  3.13385956326
Iteration  1
Current Cost:  3.13260073258
Iteration  2
Current Cost:  3.13210051826
Iteration  3
Current Cost:  3.13137981447
Epoch  689  	Complete
Iteration  0
Current Cost:  3.13318132277
Iteration  1
Current Cost:  3.13191816715
Iteration  2
Current Cost:  3.13141882979
Iteration  3
Current Cost:  3.13069690757
Epoch  690  	Complete
Iteration  0
Current Cost:  3.13250434278
Iteration  1
Current Cost:  3.13123686236
Iteration  2
Current Cost:  3.13073840127
Iteration  3
Current Cost:  3.13001527276
Epoch  691  	Complete
Iteration  0
Current Cost:  3.13182862093
Iteration  1
Current Cost:  3.13055681585
Iteration  2
Current Cost:  3.13005923033
Iteration  3
Current Cost:  3.12933490764
Epoch  692  	Complete
Iteration  0
Current Cost:  3.13115415486
Iteration  1
Current Cost:  3.12987802526
Iteration  2
Current Cost:  3.12938131462
Iteration  3
Current Cost:  3.12865580982
Epoch  693  	Complete
Iteration  0
Current Cost:  3.1304809422
Iteration  1
Current Cost:  3.12920048826
Iteration  2
Current Cost:  3.12870465181
Iteration  3
Current Cost:  3.12797797693
Epoch  694  	Complete
Iteration  0
Current Cost:  3.12980898062
Iteration  1
Current Cost:  3.12852420248
Iteration  2
Current Cost:  3.12802923953
Iteration  3
Current Cost:  3.12730140658
Epoch  695  	Complete
Iteration  0
Current Cost:  3.12913826776
Iteration  1
Current Cost:  3.12784916561
Iteration  2
Current Cost:  3.12735507546
Iteration  3
Current Cost:  3.12662609641
Epoch  696  	Complete
Iteration  0
Current Cost:  3.12846880128
Iteration  1
Current Cost:  3.12717537529
Iteration  2
Current Cost:  3.12668215726
Iteration  3
Current Cost:  3.12595204406
Epoch  697  	Complete
Iteration  0
Current Cost:  3.12780057885
Iteration  1
Current Cost:  3.1265028292
Iteration  2
Current Cost:  3.12601048259
Iteration  3
Current Cost:  3.12527924715
Epoch  698  	Complete
Iteration  0
Current Cost:  3.12713359812
Iteration  1
Current Cost:  3.12583152501
Iteration  2
Current Cost:  3.12534004914
Iteration  3
Current Cost:  3.12460770333
Epoch  699  	Complete
Iteration  0
Current Cost:  3.12646785677
Iteration  1
Current Cost:  3.1251614604
Iteration  2
Current Cost:  3.12467085458
Iteration  3
Current Cost:  3.12393741025
Epoch  700  	Complete
Iteration  0
Current Cost:  3.12580335247
Iteration  1
Current Cost:  3.12449263306
Iteration  2
Current Cost:  3.12400289659
Iteration  3
Current Cost:  3.12326836556
Epoch  701  	Complete
Iteration  0
Current Cost:  3.12514008291
Iteration  1
Current Cost:  3.12382504066
Iteration  2
Current Cost:  3.12333617286
Iteration  3
Current Cost:  3.12260056691
Epoch  702  	Complete
Iteration  0
Current Cost:  3.12447804577
Iteration  1
Current Cost:  3.1231586809
Iteration  2
Current Cost:  3.12267068108
Iteration  3
Current Cost:  3.12193401197
Epoch  703  	Complete
Iteration  0
Current Cost:  3.12381723873
Iteration  1
Current Cost:  3.12249355148
Iteration  2
Current Cost:  3.12200641895
Iteration  3
Current Cost:  3.12126869839
Epoch  704  	Complete
Iteration  0
Current Cost:  3.12315765949
Iteration  1
Current Cost:  3.12182965009
Iteration  2
Current Cost:  3.12134338417
Iteration  3
Current Cost:  3.12060462385
Epoch  705  	Complete
Iteration  0
Current Cost:  3.12249930574
Iteration  1
Current Cost:  3.12116697444
Iteration  2
Current Cost:  3.12068157444
Iteration  3
Current Cost:  3.11994178601
Epoch  706  	Complete
Iteration  0
Current Cost:  3.12184217519
Iteration  1
Current Cost:  3.12050552224
Iteration  2
Current Cost:  3.12002098746
Iteration  3
Current Cost:  3.11928018256
Epoch  707  	Complete
Iteration  0
Current Cost:  3.12118626554
Iteration  1
Current Cost:  3.11984529119
Iteration  2
Current Cost:  3.11936162096
Iteration  3
Current Cost:  3.11861981119
Epoch  708  	Complete
Iteration  0
Current Cost:  3.12053157451
Iteration  1
Current Cost:  3.11918627903
Iteration  2
Current Cost:  3.11870347265
Iteration  3
Current Cost:  3.11796066956
Epoch  709  	Complete
Iteration  0
Current Cost:  3.1198780998
Iteration  1
Current Cost:  3.11852848345
Iteration  2
Current Cost:  3.11804654025
Iteration  3
Current Cost:  3.11730275538
Epoch  710  	Complete
Iteration  0
Current Cost:  3.11922583913
Iteration  1
Current Cost:  3.11787190221
Iteration  2
Current Cost:  3.11739082149
Iteration  3
Current Cost:  3.11664606634
Epoch  711  	Complete
Iteration  0
Current Cost:  3.11857479023
Iteration  1
Current Cost:  3.11721653301
Iteration  2
Current Cost:  3.1167363141
Iteration  3
Current Cost:  3.11599060014
Epoch  712  	Complete
Iteration  0
Current Cost:  3.11792495082
Iteration  1
Current Cost:  3.1165623736
Iteration  2
Current Cost:  3.11608301581
Iteration  3
Current Cost:  3.11533635448
Epoch  713  	Complete
Iteration  0
Current Cost:  3.11727631864
Iteration  1
Current Cost:  3.11590942172
Iteration  2
Current Cost:  3.11543092436
Iteration  3
Current Cost:  3.11468332707
Epoch  714  	Complete
Iteration  0
Current Cost:  3.11662889142
Iteration  1
Current Cost:  3.1152576751
Iteration  2
Current Cost:  3.11478003749
Iteration  3
Current Cost:  3.11403151562
Epoch  715  	Complete
Iteration  0
Current Cost:  3.1159826669
Iteration  1
Current Cost:  3.1146071315
Iteration  2
Current Cost:  3.11413035295
Iteration  3
Current Cost:  3.11338091785
Epoch  716  	Complete
Iteration  0
Current Cost:  3.11533764283
Iteration  1
Current Cost:  3.11395778866
Iteration  2
Current Cost:  3.1134818685
Iteration  3
Current Cost:  3.11273153148
Epoch  717  	Complete
Iteration  0
Current Cost:  3.11469381695
Iteration  1
Current Cost:  3.11330964434
Iteration  2
Current Cost:  3.11283458189
Iteration  3
Current Cost:  3.11208335424
Epoch  718  	Complete
Iteration  0
Current Cost:  3.11405118701
Iteration  1
Current Cost:  3.1126626963
Iteration  2
Current Cost:  3.11218849087
Iteration  3
Current Cost:  3.11143638385
Epoch  719  	Complete
Iteration  0
Current Cost:  3.11340975078
Iteration  1
Current Cost:  3.11201694231
Iteration  2
Current Cost:  3.11154359321
Iteration  3
Current Cost:  3.11079061805
Epoch  720  	Complete
Iteration  0
Current Cost:  3.11276950602
Iteration  1
Current Cost:  3.11137238012
Iteration  2
Current Cost:  3.11089988669
Iteration  3
Current Cost:  3.11014605458
Epoch  721  	Complete
Iteration  0
Current Cost:  3.11213045048
Iteration  1
Current Cost:  3.11072900752
Iteration  2
Current Cost:  3.11025736906
Iteration  3
Current Cost:  3.10950269117
Epoch  722  	Complete
Iteration  0
Current Cost:  3.11149258194
Iteration  1
Current Cost:  3.11008682229
Iteration  2
Current Cost:  3.10961603812
Iteration  3
Current Cost:  3.10886052558
Epoch  723  	Complete
Iteration  0
Current Cost:  3.11085589817
Iteration  1
Current Cost:  3.10944582219
Iteration  2
Current Cost:  3.10897589164
Iteration  3
Current Cost:  3.10821955555
Epoch  724  	Complete
Iteration  0
Current Cost:  3.11022039696
Iteration  1
Current Cost:  3.10880600501
Iteration  2
Current Cost:  3.1083369274
Iteration  3
Current Cost:  3.10757977885
Epoch  725  	Complete
Iteration  0
Current Cost:  3.10958607608
Iteration  1
Current Cost:  3.10816736855
Iteration  2
Current Cost:  3.1076991432
Iteration  3
Current Cost:  3.10694119322
Epoch  726  	Complete
Iteration  0
Current Cost:  3.10895293331
Iteration  1
Current Cost:  3.1075299106
Iteration  2
Current Cost:  3.10706253682
Iteration  3
Current Cost:  3.10630379644
Epoch  727  	Complete
Iteration  0
Current Cost:  3.10832096646
Iteration  1
Current Cost:  3.10689362895
Iteration  2
Current Cost:  3.10642710608
Iteration  3
Current Cost:  3.10566758627
Epoch  728  	Complete
Iteration  0
Current Cost:  3.10769017331
Iteration  1
Current Cost:  3.10625852141
Iteration  2
Current Cost:  3.10579284875
Iteration  3
Current Cost:  3.10503256048
Epoch  729  	Complete
Iteration  0
Current Cost:  3.10706055167
Iteration  1
Current Cost:  3.10562458577
Iteration  2
Current Cost:  3.10515976266
Iteration  3
Current Cost:  3.10439871685
Epoch  730  	Complete
Iteration  0
Current Cost:  3.10643209933
Iteration  1
Current Cost:  3.10499181986
Iteration  2
Current Cost:  3.10452784562
Iteration  3
Current Cost:  3.10376605316
Epoch  731  	Complete
Iteration  0
Current Cost:  3.1058048141
Iteration  1
Current Cost:  3.10436022148
Iteration  2
Current Cost:  3.10389709543
Iteration  3
Current Cost:  3.1031345672
Epoch  732  	Complete
Iteration  0
Current Cost:  3.1051786938
Iteration  1
Current Cost:  3.10372978845
Iteration  2
Current Cost:  3.10326750992
Iteration  3
Current Cost:  3.10250425674
Epoch  733  	Complete
Iteration  0
Current Cost:  3.10455373624
Iteration  1
Current Cost:  3.1031005186
Iteration  2
Current Cost:  3.1026390869
Iteration  3
Current Cost:  3.10187511959
Epoch  734  	Complete
Iteration  0
Current Cost:  3.10392993924
Iteration  1
Current Cost:  3.10247240974
Iteration  2
Current Cost:  3.10201182421
Iteration  3
Current Cost:  3.10124715355
Epoch  735  	Complete
Iteration  0
Current Cost:  3.10330730062
Iteration  1
Current Cost:  3.10184545972
Iteration  2
Current Cost:  3.10138571967
Iteration  3
Current Cost:  3.1006203564
Epoch  736  	Complete
Iteration  0
Current Cost:  3.10268581821
Iteration  1
Current Cost:  3.10121966636
Iteration  2
Current Cost:  3.10076077113
Iteration  3
Current Cost:  3.09999472597
Epoch  737  	Complete
Iteration  0
Current Cost:  3.10206548984
Iteration  1
Current Cost:  3.1005950275
Iteration  2
Current Cost:  3.10013697641
Iteration  3
Current Cost:  3.09937026005
Epoch  738  	Complete
Iteration  0
Current Cost:  3.10144631335
Iteration  1
Current Cost:  3.09997154099
Iteration  2
Current Cost:  3.09951433336
Iteration  3
Current Cost:  3.09874695647
Epoch  739  	Complete
Iteration  0
Current Cost:  3.10082828658
Iteration  1
Current Cost:  3.09934920466
Iteration  2
Current Cost:  3.09889283982
Iteration  3
Current Cost:  3.09812481303
Epoch  740  	Complete
Iteration  0
Current Cost:  3.10021140738
Iteration  1
Current Cost:  3.09872801638
Iteration  2
Current Cost:  3.09827249366
Iteration  3
Current Cost:  3.09750382756
Epoch  741  	Complete
Iteration  0
Current Cost:  3.09959567358
Iteration  1
Current Cost:  3.09810797399
Iteration  2
Current Cost:  3.09765329272
Iteration  3
Current Cost:  3.09688399789
Epoch  742  	Complete
Iteration  0
Current Cost:  3.09898108304
Iteration  1
Current Cost:  3.09748907536
Iteration  2
Current Cost:  3.09703523486
Iteration  3
Current Cost:  3.09626532185
Epoch  743  	Complete
Iteration  0
Current Cost:  3.09836763363
Iteration  1
Current Cost:  3.09687131835
Iteration  2
Current Cost:  3.09641831794
Iteration  3
Current Cost:  3.09564779727
Epoch  744  	Complete
Iteration  0
Current Cost:  3.09775532319
Iteration  1
Current Cost:  3.09625470081
Iteration  2
Current Cost:  3.09580253984
Iteration  3
Current Cost:  3.09503142199
Epoch  745  	Complete
Iteration  0
Current Cost:  3.0971441496
Iteration  1
Current Cost:  3.09563922064
Iteration  2
Current Cost:  3.09518789842
Iteration  3
Current Cost:  3.09441619385
Epoch  746  	Complete
Iteration  0
Current Cost:  3.09653411072
Iteration  1
Current Cost:  3.09502487569
Iteration  2
Current Cost:  3.09457439155
Iteration  3
Current Cost:  3.0938021107
Epoch  747  	Complete
Iteration  0
Current Cost:  3.09592520442
Iteration  1
Current Cost:  3.09441166384
Iteration  2
Current Cost:  3.09396201713
Iteration  3
Current Cost:  3.09318917038
Epoch  748  	Complete
Iteration  0
Current Cost:  3.09531742858
Iteration  1
Current Cost:  3.09379958299
Iteration  2
Current Cost:  3.09335077302
Iteration  3
Current Cost:  3.09257737076
Epoch  749  	Complete
Iteration  0
Current Cost:  3.09471078108
Iteration  1
Current Cost:  3.09318863101
Iteration  2
Current Cost:  3.09274065712
Iteration  3
Current Cost:  3.09196670969
Epoch  750  	Complete
Iteration  0
Current Cost:  3.09410525981
Iteration  1
Current Cost:  3.0925788058
Iteration  2
Current Cost:  3.09213166731
Iteration  3
Current Cost:  3.09135718503
Epoch  751  	Complete
Iteration  0
Current Cost:  3.09350086265
Iteration  1
Current Cost:  3.09197010525
Iteration  2
Current Cost:  3.0915238015
Iteration  3
Current Cost:  3.09074879465
Epoch  752  	Complete
Iteration  0
Current Cost:  3.0928975875
Iteration  1
Current Cost:  3.09136252726
Iteration  2
Current Cost:  3.09091705758
Iteration  3
Current Cost:  3.09014153643
Epoch  753  	Complete
Iteration  0
Current Cost:  3.09229543224
Iteration  1
Current Cost:  3.09075606973
Iteration  2
Current Cost:  3.09031143345
Iteration  3
Current Cost:  3.08953540823
Epoch  754  	Complete
Iteration  0
Current Cost:  3.09169439479
Iteration  1
Current Cost:  3.09015073057
Iteration  2
Current Cost:  3.08970692703
Iteration  3
Current Cost:  3.08893040793
Epoch  755  	Complete
Iteration  0
Current Cost:  3.09109447305
Iteration  1
Current Cost:  3.08954650769
Iteration  2
Current Cost:  3.08910353621
Iteration  3
Current Cost:  3.08832653342
Epoch  756  	Complete
Iteration  0
Current Cost:  3.09049566492
Iteration  1
Current Cost:  3.088943399
Iteration  2
Current Cost:  3.08850125893
Iteration  3
Current Cost:  3.08772378258
Epoch  757  	Complete
Iteration  0
Current Cost:  3.08989796831
Iteration  1
Current Cost:  3.08834140242
Iteration  2
Current Cost:  3.08790009308
Iteration  3
Current Cost:  3.0871221533
Epoch  758  	Complete
Iteration  0
Current Cost:  3.08930138115
Iteration  1
Current Cost:  3.08774051587
Iteration  2
Current Cost:  3.08730003661
Iteration  3
Current Cost:  3.08652164349
Epoch  759  	Complete
Iteration  0
Current Cost:  3.08870590135
Iteration  1
Current Cost:  3.08714073729
Iteration  2
Current Cost:  3.08670108742
Iteration  3
Current Cost:  3.08592225103
Epoch  760  	Complete
Iteration  0
Current Cost:  3.08811152683
Iteration  1
Current Cost:  3.08654206459
Iteration  2
Current Cost:  3.08610324346
Iteration  3
Current Cost:  3.08532397383
Epoch  761  	Complete
Iteration  0
Current Cost:  3.08751825553
Iteration  1
Current Cost:  3.08594449572
Iteration  2
Current Cost:  3.08550650266
Iteration  3
Current Cost:  3.08472680979
Epoch  762  	Complete
Iteration  0
Current Cost:  3.08692608538
Iteration  1
Current Cost:  3.0853480286
Iteration  2
Current Cost:  3.08491086295
Iteration  3
Current Cost:  3.08413075683
Epoch  763  	Complete
Iteration  0
Current Cost:  3.0863350143
Iteration  1
Current Cost:  3.08475266119
Iteration  2
Current Cost:  3.08431632229
Iteration  3
Current Cost:  3.08353581286
Epoch  764  	Complete
Iteration  0
Current Cost:  3.08574504025
Iteration  1
Current Cost:  3.08415839142
Iteration  2
Current Cost:  3.0837228786
Iteration  3
Current Cost:  3.0829419758
Epoch  765  	Complete
Iteration  0
Current Cost:  3.08515616116
Iteration  1
Current Cost:  3.08356521725
Iteration  2
Current Cost:  3.08313052985
Iteration  3
Current Cost:  3.08234924357
Epoch  766  	Complete
Iteration  0
Current Cost:  3.08456837498
Iteration  1
Current Cost:  3.08297313663
Iteration  2
Current Cost:  3.08253927399
Iteration  3
Current Cost:  3.0817576141
Epoch  767  	Complete
Iteration  0
Current Cost:  3.08398167966
Iteration  1
Current Cost:  3.08238214752
Iteration  2
Current Cost:  3.08194910897
Iteration  3
Current Cost:  3.08116708531
Epoch  768  	Complete
Iteration  0
Current Cost:  3.08339607316
Iteration  1
Current Cost:  3.08179224788
Iteration  2
Current Cost:  3.08136003275
Iteration  3
Current Cost:  3.08057765515
Epoch  769  	Complete
Iteration  0
Current Cost:  3.08281155344
Iteration  1
Current Cost:  3.08120343566
Iteration  2
Current Cost:  3.08077204331
Iteration  3
Current Cost:  3.07998932154
Epoch  770  	Complete
Iteration  0
Current Cost:  3.08222811845
Iteration  1
Current Cost:  3.08061570885
Iteration  2
Current Cost:  3.0801851386
Iteration  3
Current Cost:  3.07940208244
Epoch  771  	Complete
Iteration  0
Current Cost:  3.08164576617
Iteration  1
Current Cost:  3.08002906541
Iteration  2
Current Cost:  3.07959931661
Iteration  3
Current Cost:  3.07881593578
Epoch  772  	Complete
Iteration  0
Current Cost:  3.08106449457
Iteration  1
Current Cost:  3.07944350332
Iteration  2
Current Cost:  3.0790145753
Iteration  3
Current Cost:  3.07823087951
Epoch  773  	Complete
Iteration  0
Current Cost:  3.08048430161
Iteration  1
Current Cost:  3.07885902056
Iteration  2
Current Cost:  3.07843091267
Iteration  3
Current Cost:  3.0776469116
Epoch  774  	Complete
Iteration  0
Current Cost:  3.07990518528
Iteration  1
Current Cost:  3.07827561511
Iteration  2
Current Cost:  3.07784832668
Iteration  3
Current Cost:  3.07706402999
Epoch  775  	Complete
Iteration  0
Current Cost:  3.07932714356
Iteration  1
Current Cost:  3.07769328496
Iteration  2
Current Cost:  3.07726681534
Iteration  3
Current Cost:  3.07648223264
Epoch  776  	Complete
Iteration  0
Current Cost:  3.07875017444
Iteration  1
Current Cost:  3.0771120281
Iteration  2
Current Cost:  3.07668637663
Iteration  3
Current Cost:  3.07590151753
Epoch  777  	Complete
Iteration  0
Current Cost:  3.0781742759
Iteration  1
Current Cost:  3.07653184253
Iteration  2
Current Cost:  3.07610700855
Iteration  3
Current Cost:  3.07532188262
Epoch  778  	Complete
Iteration  0
Current Cost:  3.07759944594
Iteration  1
Current Cost:  3.07595272624
Iteration  2
Current Cost:  3.0755287091
Iteration  3
Current Cost:  3.07474332588
Epoch  779  	Complete
Iteration  0
Current Cost:  3.07702568255
Iteration  1
Current Cost:  3.07537467724
Iteration  2
Current Cost:  3.07495147628
Iteration  3
Current Cost:  3.0741658453
Epoch  780  	Complete
Iteration  0
Current Cost:  3.07645298373
Iteration  1
Current Cost:  3.07479769354
Iteration  2
Current Cost:  3.07437530809
Iteration  3
Current Cost:  3.07358943884
Epoch  781  	Complete
Iteration  0
Current Cost:  3.0758813475
Iteration  1
Current Cost:  3.07422177314
Iteration  2
Current Cost:  3.07380020255
Iteration  3
Current Cost:  3.07301410449
Epoch  782  	Complete
Iteration  0
Current Cost:  3.07531077185
Iteration  1
Current Cost:  3.07364691406
Iteration  2
Current Cost:  3.07322615768
Iteration  3
Current Cost:  3.07243984025
Epoch  783  	Complete
Iteration  0
Current Cost:  3.0747412548
Iteration  1
Current Cost:  3.07307311431
Iteration  2
Current Cost:  3.07265317148
Iteration  3
Current Cost:  3.0718666441
Epoch  784  	Complete
Iteration  0
Current Cost:  3.07417279437
Iteration  1
Current Cost:  3.07250037193
Iteration  2
Current Cost:  3.07208124199
Iteration  3
Current Cost:  3.07129451404
Epoch  785  	Complete
Iteration  0
Current Cost:  3.07360538857
Iteration  1
Current Cost:  3.07192868492
Iteration  2
Current Cost:  3.07151036722
Iteration  3
Current Cost:  3.07072344806
Epoch  786  	Complete
Iteration  0
Current Cost:  3.07303903543
Iteration  1
Current Cost:  3.07135805133
Iteration  2
Current Cost:  3.07094054521
Iteration  3
Current Cost:  3.07015344418
Epoch  787  	Complete
Iteration  0
Current Cost:  3.07247373297
Iteration  1
Current Cost:  3.07078846918
Iteration  2
Current Cost:  3.07037177399
Iteration  3
Current Cost:  3.06958450039
Epoch  788  	Complete
Iteration  0
Current Cost:  3.07190947924
Iteration  1
Current Cost:  3.07021993651
Iteration  2
Current Cost:  3.0698040516
Iteration  3
Current Cost:  3.06901661472
Epoch  789  	Complete
Iteration  0
Current Cost:  3.07134627225
Iteration  1
Current Cost:  3.06965245135
Iteration  2
Current Cost:  3.06923737607
Iteration  3
Current Cost:  3.06844978516
Epoch  790  	Complete
Iteration  0
Current Cost:  3.07078411004
Iteration  1
Current Cost:  3.06908601177
Iteration  2
Current Cost:  3.06867174545
Iteration  3
Current Cost:  3.06788400974
Epoch  791  	Complete
Iteration  0
Current Cost:  3.07022299067
Iteration  1
Current Cost:  3.06852061579
Iteration  2
Current Cost:  3.06810715779
Iteration  3
Current Cost:  3.06731928649
Epoch  792  	Complete
Iteration  0
Current Cost:  3.06966291218
Iteration  1
Current Cost:  3.06795626147
Iteration  2
Current Cost:  3.06754361114
Iteration  3
Current Cost:  3.06675561342
Epoch  793  	Complete
Iteration  0
Current Cost:  3.0691038726
Iteration  1
Current Cost:  3.06739294687
Iteration  2
Current Cost:  3.06698110355
Iteration  3
Current Cost:  3.06619298856
Epoch  794  	Complete
Iteration  0
Current Cost:  3.06854587001
Iteration  1
Current Cost:  3.06683067005
Iteration  2
Current Cost:  3.06641963308
Iteration  3
Current Cost:  3.06563140996
Epoch  795  	Complete
Iteration  0
Current Cost:  3.06798890245
Iteration  1
Current Cost:  3.06626942906
Iteration  2
Current Cost:  3.0658591978
Iteration  3
Current Cost:  3.06507087564
Epoch  796  	Complete
Iteration  0
Current Cost:  3.06743296798
Iteration  1
Current Cost:  3.06570922197
Iteration  2
Current Cost:  3.06529979577
Iteration  3
Current Cost:  3.06451138365
Epoch  797  	Complete
Iteration  0
Current Cost:  3.06687806467
Iteration  1
Current Cost:  3.06515004685
Iteration  2
Current Cost:  3.06474142507
Iteration  3
Current Cost:  3.06395293203
Epoch  798  	Complete
Iteration  0
Current Cost:  3.06632419059
Iteration  1
Current Cost:  3.06459190178
Iteration  2
Current Cost:  3.06418408375
Iteration  3
Current Cost:  3.06339551882
Epoch  799  	Complete
Iteration  0
Current Cost:  3.0657713438
Iteration  1
Current Cost:  3.06403478483
Iteration  2
Current Cost:  3.06362776991
Iteration  3
Current Cost:  3.06283914209
Epoch  800  	Complete
Iteration  0
Current Cost:  3.06521952238
Iteration  1
Current Cost:  3.06347869407
Iteration  2
Current Cost:  3.06307248161
Iteration  3
Current Cost:  3.06228379987
Epoch  801  	Complete
Iteration  0
Current Cost:  3.06466872441
Iteration  1
Current Cost:  3.0629236276
Iteration  2
Current Cost:  3.06251821695
Iteration  3
Current Cost:  3.06172949024
Epoch  802  	Complete
Iteration  0
Current Cost:  3.06411894797
Iteration  1
Current Cost:  3.0623695835
Iteration  2
Current Cost:  3.06196497402
Iteration  3
Current Cost:  3.06117621126
Epoch  803  	Complete
Iteration  0
Current Cost:  3.06357019115
Iteration  1
Current Cost:  3.06181655987
Iteration  2
Current Cost:  3.0614127509
Iteration  3
Current Cost:  3.06062396098
Epoch  804  	Complete
Iteration  0
Current Cost:  3.06302245204
Iteration  1
Current Cost:  3.06126455479
Iteration  2
Current Cost:  3.06086154568
Iteration  3
Current Cost:  3.06007273749
Epoch  805  	Complete
Iteration  0
Current Cost:  3.06247572872
Iteration  1
Current Cost:  3.06071356636
Iteration  2
Current Cost:  3.06031135648
Iteration  3
Current Cost:  3.05952253885
Epoch  806  	Complete
Iteration  0
Current Cost:  3.0619300193
Iteration  1
Current Cost:  3.06016359269
Iteration  2
Current Cost:  3.05976218138
Iteration  3
Current Cost:  3.05897336314
Epoch  807  	Complete
Iteration  0
Current Cost:  3.06138532188
Iteration  1
Current Cost:  3.05961463188
Iteration  2
Current Cost:  3.0592140185
Iteration  3
Current Cost:  3.05842520844
Epoch  808  	Complete
Iteration  0
Current Cost:  3.06084163455
Iteration  1
Current Cost:  3.05906668204
Iteration  2
Current Cost:  3.05866686594
Iteration  3
Current Cost:  3.05787807283
Epoch  809  	Complete
Iteration  0
Current Cost:  3.06029895543
Iteration  1
Current Cost:  3.05851974129
Iteration  2
Current Cost:  3.05812072182
Iteration  3
Current Cost:  3.05733195441
Epoch  810  	Complete
Iteration  0
Current Cost:  3.05975728262
Iteration  1
Current Cost:  3.05797380773
Iteration  2
Current Cost:  3.05757558426
Iteration  3
Current Cost:  3.05678685127
Epoch  811  	Complete
Iteration  0
Current Cost:  3.05921661425
Iteration  1
Current Cost:  3.05742887949
Iteration  2
Current Cost:  3.05703145136
Iteration  3
Current Cost:  3.05624276149
Epoch  812  	Complete
Iteration  0
Current Cost:  3.05867694842
Iteration  1
Current Cost:  3.05688495468
Iteration  2
Current Cost:  3.05648832126
Iteration  3
Current Cost:  3.05569968318
Epoch  813  	Complete
Iteration  0
Current Cost:  3.05813828327
Iteration  1
Current Cost:  3.05634203145
Iteration  2
Current Cost:  3.05594619209
Iteration  3
Current Cost:  3.05515761444
Epoch  814  	Complete
Iteration  0
Current Cost:  3.05760061691
Iteration  1
Current Cost:  3.05580010791
Iteration  2
Current Cost:  3.05540506196
Iteration  3
Current Cost:  3.05461655337
Epoch  815  	Complete
Iteration  0
Current Cost:  3.05706394747
Iteration  1
Current Cost:  3.0552591822
Iteration  2
Current Cost:  3.05486492903
Iteration  3
Current Cost:  3.05407649809
Epoch  816  	Complete
Iteration  0
Current Cost:  3.05652827309
Iteration  1
Current Cost:  3.05471925246
Iteration  2
Current Cost:  3.05432579142
Iteration  3
Current Cost:  3.05353744671
Epoch  817  	Complete
Iteration  0
Current Cost:  3.05599359189
Iteration  1
Current Cost:  3.05418031683
Iteration  2
Current Cost:  3.05378764727
Iteration  3
Current Cost:  3.05299939735
Epoch  818  	Complete
Iteration  0
Current Cost:  3.05545990203
Iteration  1
Current Cost:  3.05364237345
Iteration  2
Current Cost:  3.05325049474
Iteration  3
Current Cost:  3.05246234811
Epoch  819  	Complete
Iteration  0
Current Cost:  3.05492720164
Iteration  1
Current Cost:  3.05310542047
Iteration  2
Current Cost:  3.05271433196
Iteration  3
Current Cost:  3.05192629714
Epoch  820  	Complete
Iteration  0
Current Cost:  3.05439548887
Iteration  1
Current Cost:  3.05256945604
Iteration  2
Current Cost:  3.05217915709
Iteration  3
Current Cost:  3.05139124255
Epoch  821  	Complete
Iteration  0
Current Cost:  3.05386476186
Iteration  1
Current Cost:  3.05203447831
Iteration  2
Current Cost:  3.05164496829
Iteration  3
Current Cost:  3.05085718247
Epoch  822  	Complete
Iteration  0
Current Cost:  3.05333501878
Iteration  1
Current Cost:  3.05150048545
Iteration  2
Current Cost:  3.05111176371
Iteration  3
Current Cost:  3.05032411505
Epoch  823  	Complete
Iteration  0
Current Cost:  3.05280625777
Iteration  1
Current Cost:  3.05096747561
Iteration  2
Current Cost:  3.05057954151
Iteration  3
Current Cost:  3.04979203841
Epoch  824  	Complete
Iteration  0
Current Cost:  3.052278477
Iteration  1
Current Cost:  3.05043544696
Iteration  2
Current Cost:  3.05004829986
Iteration  3
Current Cost:  3.0492609507
Epoch  825  	Complete
Iteration  0
Current Cost:  3.05175167463
Iteration  1
Current Cost:  3.04990439767
Iteration  2
Current Cost:  3.04951803693
Iteration  3
Current Cost:  3.04873085006
Epoch  826  	Complete
Iteration  0
Current Cost:  3.05122584882
Iteration  1
Current Cost:  3.0493743259
Iteration  2
Current Cost:  3.0489887509
Iteration  3
Current Cost:  3.04820173465
Epoch  827  	Complete
Iteration  0
Current Cost:  3.05070099775
Iteration  1
Current Cost:  3.04884522984
Iteration  2
Current Cost:  3.04846043992
Iteration  3
Current Cost:  3.0476736026
Epoch  828  	Complete
Iteration  0
Current Cost:  3.0501771196
Iteration  1
Current Cost:  3.04831710767
Iteration  2
Current Cost:  3.04793310219
Iteration  3
Current Cost:  3.04714645209
Epoch  829  	Complete
Iteration  0
Current Cost:  3.04965421253
Iteration  1
Current Cost:  3.04778995756
Iteration  2
Current Cost:  3.04740673589
Iteration  3
Current Cost:  3.04662028126
Epoch  830  	Complete
Iteration  0
Current Cost:  3.04913227473
Iteration  1
Current Cost:  3.04726377769
Iteration  2
Current Cost:  3.04688133921
Iteration  3
Current Cost:  3.04609508827
Epoch  831  	Complete
Iteration  0
Current Cost:  3.04861130439
Iteration  1
Current Cost:  3.04673856627
Iteration  2
Current Cost:  3.04635691032
Iteration  3
Current Cost:  3.04557087131
Epoch  832  	Complete
Iteration  0
Current Cost:  3.04809129968
Iteration  1
Current Cost:  3.04621432148
Iteration  2
Current Cost:  3.04583344743
Iteration  3
Current Cost:  3.04504762852
Epoch  833  	Complete
Iteration  0
Current Cost:  3.04757225881
Iteration  1
Current Cost:  3.04569104151
Iteration  2
Current Cost:  3.04531094873
Iteration  3
Current Cost:  3.04452535809
Epoch  834  	Complete
Iteration  0
Current Cost:  3.04705417996
Iteration  1
Current Cost:  3.04516872458
Iteration  2
Current Cost:  3.04478941243
Iteration  3
Current Cost:  3.04400405819
Epoch  835  	Complete
Iteration  0
Current Cost:  3.04653706133
Iteration  1
Current Cost:  3.04464736887
Iteration  2
Current Cost:  3.04426883671
Iteration  3
Current Cost:  3.043483727
Epoch  836  	Complete
Iteration  0
Current Cost:  3.04602090113
Iteration  1
Current Cost:  3.04412697259
Iteration  2
Current Cost:  3.0437492198
Iteration  3
Current Cost:  3.04296436271
Epoch  837  	Complete
Iteration  0
Current Cost:  3.04550569756
Iteration  1
Current Cost:  3.04360753396
Iteration  2
Current Cost:  3.0432305599
Iteration  3
Current Cost:  3.04244596349
Epoch  838  	Complete
Iteration  0
Current Cost:  3.04499144882
Iteration  1
Current Cost:  3.04308905119
Iteration  2
Current Cost:  3.04271285521
Iteration  3
Current Cost:  3.04192852755
Epoch  839  	Complete
Iteration  0
Current Cost:  3.04447815314
Iteration  1
Current Cost:  3.04257152248
Iteration  2
Current Cost:  3.04219610397
Iteration  3
Current Cost:  3.04141205306
Epoch  840  	Complete
Iteration  0
Current Cost:  3.04396580871
Iteration  1
Current Cost:  3.04205494607
Iteration  2
Current Cost:  3.04168030439
Iteration  3
Current Cost:  3.04089653824
Epoch  841  	Complete
Iteration  0
Current Cost:  3.04345441376
Iteration  1
Current Cost:  3.04153932017
Iteration  2
Current Cost:  3.04116545468
Iteration  3
Current Cost:  3.04038198127
Epoch  842  	Complete
Iteration  0
Current Cost:  3.04294396652
Iteration  1
Current Cost:  3.04102464302
Iteration  2
Current Cost:  3.04065155309
Iteration  3
Current Cost:  3.03986838036
Epoch  843  	Complete
Iteration  0
Current Cost:  3.0424344652
Iteration  1
Current Cost:  3.04051091283
Iteration  2
Current Cost:  3.04013859783
Iteration  3
Current Cost:  3.03935573372
Epoch  844  	Complete
Iteration  0
Current Cost:  3.04192590804
Iteration  1
Current Cost:  3.03999812784
Iteration  2
Current Cost:  3.03962658715
Iteration  3
Current Cost:  3.03884403956
Epoch  845  	Complete
Iteration  0
Current Cost:  3.04141829327
Iteration  1
Current Cost:  3.0394862863
Iteration  2
Current Cost:  3.03911551927
Iteration  3
Current Cost:  3.03833329609
Epoch  846  	Complete
Iteration  0
Current Cost:  3.04091161911
Iteration  1
Current Cost:  3.03897538643
Iteration  2
Current Cost:  3.03860539243
Iteration  3
Current Cost:  3.03782350153
Epoch  847  	Complete
Iteration  0
Current Cost:  3.04040588381
Iteration  1
Current Cost:  3.03846542647
Iteration  2
Current Cost:  3.03809620489
Iteration  3
Current Cost:  3.03731465409
Epoch  848  	Complete
Iteration  0
Current Cost:  3.03990108561
Iteration  1
Current Cost:  3.03795640469
Iteration  2
Current Cost:  3.03758795488
Iteration  3
Current Cost:  3.03680675201
Epoch  849  	Complete
Iteration  0
Current Cost:  3.03939722276
Iteration  1
Current Cost:  3.03744831932
Iteration  2
Current Cost:  3.03708064066
Iteration  3
Current Cost:  3.03629979351
Epoch  850  	Complete
Iteration  0
Current Cost:  3.0388942935
Iteration  1
Current Cost:  3.03694116862
Iteration  2
Current Cost:  3.03657426048
Iteration  3
Current Cost:  3.03579377681
Epoch  851  	Complete
Iteration  0
Current Cost:  3.03839229608
Iteration  1
Current Cost:  3.03643495084
Iteration  2
Current Cost:  3.03606881259
Iteration  3
Current Cost:  3.03528870016
Epoch  852  	Complete
Iteration  0
Current Cost:  3.03789122876
Iteration  1
Current Cost:  3.03592966424
Iteration  2
Current Cost:  3.03556429526
Iteration  3
Current Cost:  3.03478456178
Epoch  853  	Complete
Iteration  0
Current Cost:  3.0373910898
Iteration  1
Current Cost:  3.03542530709
Iteration  2
Current Cost:  3.03506070674
Iteration  3
Current Cost:  3.03428135993
Epoch  854  	Complete
Iteration  0
Current Cost:  3.03689187745
Iteration  1
Current Cost:  3.03492187765
Iteration  2
Current Cost:  3.03455804531
Iteration  3
Current Cost:  3.03377909283
Epoch  855  	Complete
Iteration  0
Current Cost:  3.03639358999
Iteration  1
Current Cost:  3.03441937419
Iteration  2
Current Cost:  3.03405630923
Iteration  3
Current Cost:  3.03327775875
Epoch  856  	Complete
Iteration  0
Current Cost:  3.03589622567
Iteration  1
Current Cost:  3.03391779497
Iteration  2
Current Cost:  3.03355549677
Iteration  3
Current Cost:  3.03277735592
Epoch  857  	Complete
Iteration  0
Current Cost:  3.03539978278
Iteration  1
Current Cost:  3.03341713829
Iteration  2
Current Cost:  3.03305560621
Iteration  3
Current Cost:  3.03227788261
Epoch  858  	Complete
Iteration  0
Current Cost:  3.03490425957
Iteration  1
Current Cost:  3.03291740241
Iteration  2
Current Cost:  3.03255663583
Iteration  3
Current Cost:  3.03177933706
Epoch  859  	Complete
Iteration  0
Current Cost:  3.03440965434
Iteration  1
Current Cost:  3.03241858562
Iteration  2
Current Cost:  3.03205858392
Iteration  3
Current Cost:  3.03128171754
Epoch  860  	Complete
Iteration  0
Current Cost:  3.03391596537
Iteration  1
Current Cost:  3.0319206862
Iteration  2
Current Cost:  3.03156144875
Iteration  3
Current Cost:  3.03078502232
Epoch  861  	Complete
Iteration  0
Current Cost:  3.03342319093
Iteration  1
Current Cost:  3.03142370243
Iteration  2
Current Cost:  3.03106522862
Iteration  3
Current Cost:  3.03028924965
Epoch  862  	Complete
Iteration  0
Current Cost:  3.03293132931
Iteration  1
Current Cost:  3.03092763263
Iteration  2
Current Cost:  3.03056992181
Iteration  3
Current Cost:  3.02979439781
Epoch  863  	Complete
Iteration  0
Current Cost:  3.0324403788
Iteration  1
Current Cost:  3.03043247506
Iteration  2
Current Cost:  3.03007552663
Iteration  3
Current Cost:  3.02930046508
Epoch  864  	Complete
Iteration  0
Current Cost:  3.03195033771
Iteration  1
Current Cost:  3.02993822805
Iteration  2
Current Cost:  3.02958204137
Iteration  3
Current Cost:  3.02880744972
Epoch  865  	Complete
Iteration  0
Current Cost:  3.03146120432
Iteration  1
Current Cost:  3.02944488987
Iteration  2
Current Cost:  3.02908946433
Iteration  3
Current Cost:  3.02831535002
Epoch  866  	Complete
Iteration  0
Current Cost:  3.03097297693
Iteration  1
Current Cost:  3.02895245885
Iteration  2
Current Cost:  3.02859779382
Iteration  3
Current Cost:  3.02782416425
Epoch  867  	Complete
Iteration  0
Current Cost:  3.03048565385
Iteration  1
Current Cost:  3.02846093329
Iteration  2
Current Cost:  3.02810702815
Iteration  3
Current Cost:  3.02733389072
Epoch  868  	Complete
Iteration  0
Current Cost:  3.02999923338
Iteration  1
Current Cost:  3.02797031149
Iteration  2
Current Cost:  3.02761716562
Iteration  3
Current Cost:  3.0268445277
Epoch  869  	Complete
Iteration  0
Current Cost:  3.02951371384
Iteration  1
Current Cost:  3.02748059177
Iteration  2
Current Cost:  3.02712820455
Iteration  3
Current Cost:  3.02635607348
Epoch  870  	Complete
Iteration  0
Current Cost:  3.02902909353
Iteration  1
Current Cost:  3.02699177246
Iteration  2
Current Cost:  3.02664014326
Iteration  3
Current Cost:  3.02586852637
Epoch  871  	Complete
Iteration  0
Current Cost:  3.02854537077
Iteration  1
Current Cost:  3.02650385186
Iteration  2
Current Cost:  3.02615298007
Iteration  3
Current Cost:  3.02538188466
Epoch  872  	Complete
Iteration  0
Current Cost:  3.02806254389
Iteration  1
Current Cost:  3.02601682831
Iteration  2
Current Cost:  3.0256667133
Iteration  3
Current Cost:  3.02489614665
Epoch  873  	Complete
Iteration  0
Current Cost:  3.0275806112
Iteration  1
Current Cost:  3.02553070012
Iteration  2
Current Cost:  3.02518134128
Iteration  3
Current Cost:  3.02441131066
Epoch  874  	Complete
Iteration  0
Current Cost:  3.02709957103
Iteration  1
Current Cost:  3.02504546564
Iteration  2
Current Cost:  3.02469686234
Iteration  3
Current Cost:  3.02392737498
Epoch  875  	Complete
Iteration  0
Current Cost:  3.0266194217
Iteration  1
Current Cost:  3.02456112318
Iteration  2
Current Cost:  3.02421327481
Iteration  3
Current Cost:  3.02344433793
Epoch  876  	Complete
Iteration  0
Current Cost:  3.02614016156
Iteration  1
Current Cost:  3.02407767109
Iteration  2
Current Cost:  3.02373057703
Iteration  3
Current Cost:  3.02296219783
Epoch  877  	Complete
Iteration  0
Current Cost:  3.02566178893
Iteration  1
Current Cost:  3.02359510771
Iteration  2
Current Cost:  3.02324876734
Iteration  3
Current Cost:  3.02248095298
Epoch  878  	Complete
Iteration  0
Current Cost:  3.02518430215
Iteration  1
Current Cost:  3.02311343138
Iteration  2
Current Cost:  3.02276784408
Iteration  3
Current Cost:  3.02200060172
Epoch  879  	Complete
Iteration  0
Current Cost:  3.02470769957
Iteration  1
Current Cost:  3.02263264044
Iteration  2
Current Cost:  3.0222878056
Iteration  3
Current Cost:  3.02152114237
Epoch  880  	Complete
Iteration  0
Current Cost:  3.02423197952
Iteration  1
Current Cost:  3.02215273324
Iteration  2
Current Cost:  3.02180865024
Iteration  3
Current Cost:  3.02104257326
Epoch  881  	Complete
Iteration  0
Current Cost:  3.02375714036
Iteration  1
Current Cost:  3.02167370814
Iteration  2
Current Cost:  3.02133037636
Iteration  3
Current Cost:  3.02056489271
Epoch  882  	Complete
Iteration  0
Current Cost:  3.02328318043
Iteration  1
Current Cost:  3.02119556349
Iteration  2
Current Cost:  3.02085298231
Iteration  3
Current Cost:  3.02008809905
Epoch  883  	Complete
Iteration  0
Current Cost:  3.0228100981
Iteration  1
Current Cost:  3.02071829764
Iteration  2
Current Cost:  3.02037646646
Iteration  3
Current Cost:  3.01961219064
Epoch  884  	Complete
Iteration  0
Current Cost:  3.0223378917
Iteration  1
Current Cost:  3.02024190896
Iteration  2
Current Cost:  3.01990082715
Iteration  3
Current Cost:  3.0191371658
Epoch  885  	Complete
Iteration  0
Current Cost:  3.02186655962
Iteration  1
Current Cost:  3.01976639581
Iteration  2
Current Cost:  3.01942606276
Iteration  3
Current Cost:  3.01866302289
Epoch  886  	Complete
Iteration  0
Current Cost:  3.0213961002
Iteration  1
Current Cost:  3.01929175656
Iteration  2
Current Cost:  3.01895217166
Iteration  3
Current Cost:  3.01818976024
Epoch  887  	Complete
Iteration  0
Current Cost:  3.02092651182
Iteration  1
Current Cost:  3.01881798957
Iteration  2
Current Cost:  3.0184791522
Iteration  3
Current Cost:  3.0177173762
Epoch  888  	Complete
Iteration  0
Current Cost:  3.02045779285
Iteration  1
Current Cost:  3.01834509323
Iteration  2
Current Cost:  3.01800700278
Iteration  3
Current Cost:  3.01724586913
Epoch  889  	Complete
Iteration  0
Current Cost:  3.01998994165
Iteration  1
Current Cost:  3.0178730659
Iteration  2
Current Cost:  3.01753572176
Iteration  3
Current Cost:  3.01677523739
Epoch  890  	Complete
Iteration  0
Current Cost:  3.0195229566
Iteration  1
Current Cost:  3.01740190597
Iteration  2
Current Cost:  3.01706530752
Iteration  3
Current Cost:  3.01630547933
Epoch  891  	Complete
Iteration  0
Current Cost:  3.01905683608
Iteration  1
Current Cost:  3.01693161182
Iteration  2
Current Cost:  3.01659575845
Iteration  3
Current Cost:  3.01583659332
Epoch  892  	Complete
Iteration  0
Current Cost:  3.01859157847
Iteration  1
Current Cost:  3.01646218183
Iteration  2
Current Cost:  3.01612707293
Iteration  3
Current Cost:  3.01536857771
Epoch  893  	Complete
Iteration  0
Current Cost:  3.01812718215
Iteration  1
Current Cost:  3.01599361439
Iteration  2
Current Cost:  3.01565924934
Iteration  3
Current Cost:  3.01490143088
Epoch  894  	Complete
Iteration  0
Current Cost:  3.01766364552
Iteration  1
Current Cost:  3.0155259079
Iteration  2
Current Cost:  3.0151922861
Iteration  3
Current Cost:  3.0144351512
Epoch  895  	Complete
Iteration  0
Current Cost:  3.01720096696
Iteration  1
Current Cost:  3.01505906074
Iteration  2
Current Cost:  3.01472618157
Iteration  3
Current Cost:  3.01396973705
Epoch  896  	Complete
Iteration  0
Current Cost:  3.01673914487
Iteration  1
Current Cost:  3.01459307132
Iteration  2
Current Cost:  3.01426093418
Iteration  3
Current Cost:  3.01350518679
Epoch  897  	Complete
Iteration  0
Current Cost:  3.01627817764
Iteration  1
Current Cost:  3.01412793803
Iteration  2
Current Cost:  3.0137965423
Iteration  3
Current Cost:  3.01304149881
Epoch  898  	Complete
Iteration  0
Current Cost:  3.01581806367
Iteration  1
Current Cost:  3.01366365928
Iteration  2
Current Cost:  3.01333300436
Iteration  3
Current Cost:  3.0125786715
Epoch  899  	Complete
Iteration  0
Current Cost:  3.01535880137
Iteration  1
Current Cost:  3.01320023348
Iteration  2
Current Cost:  3.01287031875
Iteration  3
Current Cost:  3.01211670324
Epoch  900  	Complete
Iteration  0
Current Cost:  3.01490038914
Iteration  1
Current Cost:  3.01273765903
Iteration  2
Current Cost:  3.01240848389
Iteration  3
Current Cost:  3.01165559242
Epoch  901  	Complete
Iteration  0
Current Cost:  3.01444282539
Iteration  1
Current Cost:  3.01227593435
Iteration  2
Current Cost:  3.01194749819
Iteration  3
Current Cost:  3.01119533743
Epoch  902  	Complete
Iteration  0
Current Cost:  3.01398610853
Iteration  1
Current Cost:  3.01181505785
Iteration  2
Current Cost:  3.01148736006
Iteration  3
Current Cost:  3.01073593666
Epoch  903  	Complete
Iteration  0
Current Cost:  3.01353023697
Iteration  1
Current Cost:  3.01135502796
Iteration  2
Current Cost:  3.01102806793
Iteration  3
Current Cost:  3.01027738852
Epoch  904  	Complete
Iteration  0
Current Cost:  3.01307520914
Iteration  1
Current Cost:  3.01089584308
Iteration  2
Current Cost:  3.01056962021
Iteration  3
Current Cost:  3.00981969141
Epoch  905  	Complete
Iteration  0
Current Cost:  3.01262102345
Iteration  1
Current Cost:  3.01043750165
Iteration  2
Current Cost:  3.01011201532
Iteration  3
Current Cost:  3.00936284374
Epoch  906  	Complete
Iteration  0
Current Cost:  3.01216767833
Iteration  1
Current Cost:  3.00998000209
Iteration  2
Current Cost:  3.00965525171
Iteration  3
Current Cost:  3.0089068439
Epoch  907  	Complete
Iteration  0
Current Cost:  3.0117151722
Iteration  1
Current Cost:  3.00952334284
Iteration  2
Current Cost:  3.00919932779
Iteration  3
Current Cost:  3.00845169031
Epoch  908  	Complete
Iteration  0
Current Cost:  3.01126350349
Iteration  1
Current Cost:  3.00906752232
Iteration  2
Current Cost:  3.00874424201
Iteration  3
Current Cost:  3.00799738139
Epoch  909  	Complete
Iteration  0
Current Cost:  3.01081267064
Iteration  1
Current Cost:  3.00861253898
Iteration  2
Current Cost:  3.00828999279
Iteration  3
Current Cost:  3.00754391554
Epoch  910  	Complete
Iteration  0
Current Cost:  3.01036267208
Iteration  1
Current Cost:  3.00815839125
Iteration  2
Current Cost:  3.00783657858
Iteration  3
Current Cost:  3.0070912912
Epoch  911  	Complete
Iteration  0
Current Cost:  3.00991350624
Iteration  1
Current Cost:  3.00770507757
Iteration  2
Current Cost:  3.00738399782
Iteration  3
Current Cost:  3.00663950678
Epoch  912  	Complete
Iteration  0
Current Cost:  3.00946517158
Iteration  1
Current Cost:  3.00725259639
Iteration  2
Current Cost:  3.00693224895
Iteration  3
Current Cost:  3.00618856071
Epoch  913  	Complete
Iteration  0
Current Cost:  3.00901766653
Iteration  1
Current Cost:  3.00680094616
Iteration  2
Current Cost:  3.00648133043
Iteration  3
Current Cost:  3.00573845141
Epoch  914  	Complete
Iteration  0
Current Cost:  3.00857098954
Iteration  1
Current Cost:  3.00635012532
Iteration  2
Current Cost:  3.0060312407
Iteration  3
Current Cost:  3.00528917732
Epoch  915  	Complete
Iteration  0
Current Cost:  3.00812513907
Iteration  1
Current Cost:  3.00590013234
Iteration  2
Current Cost:  3.00558197821
Iteration  3
Current Cost:  3.00484073687
Epoch  916  	Complete
Iteration  0
Current Cost:  3.00768011355
Iteration  1
Current Cost:  3.00545096566
Iteration  2
Current Cost:  3.00513354144
Iteration  3
Current Cost:  3.0043931285
Epoch  917  	Complete
Iteration  0
Current Cost:  3.00723591146
Iteration  1
Current Cost:  3.00500262375
Iteration  2
Current Cost:  3.00468592883
Iteration  3
Current Cost:  3.00394635065
Epoch  918  	Complete
Iteration  0
Current Cost:  3.00679253125
Iteration  1
Current Cost:  3.00455510507
Iteration  2
Current Cost:  3.00423913884
Iteration  3
Current Cost:  3.00350040177
Epoch  919  	Complete
Iteration  0
Current Cost:  3.00634997137
Iteration  1
Current Cost:  3.00410840809
Iteration  2
Current Cost:  3.00379316995
Iteration  3
Current Cost:  3.00305528029
Epoch  920  	Complete
Iteration  0
Current Cost:  3.0059082303
Iteration  1
Current Cost:  3.00366253126
Iteration  2
Current Cost:  3.00334802062
Iteration  3
Current Cost:  3.00261098467
Epoch  921  	Complete
Iteration  0
Current Cost:  3.0054673065
Iteration  1
Current Cost:  3.00321747307
Iteration  2
Current Cost:  3.00290368933
Iteration  3
Current Cost:  3.00216751336
Epoch  922  	Complete
Iteration  0
Current Cost:  3.00502719845
Iteration  1
Current Cost:  3.00277323199
Iteration  2
Current Cost:  3.00246017454
Iteration  3
Current Cost:  3.00172486482
Epoch  923  	Complete
Iteration  0
Current Cost:  3.00458790461
Iteration  1
Current Cost:  3.00232980649
Iteration  2
Current Cost:  3.00201747473
Iteration  3
Current Cost:  3.0012830375
Epoch  924  	Complete
Iteration  0
Current Cost:  3.00414942346
Iteration  1
Current Cost:  3.00188719506
Iteration  2
Current Cost:  3.00157558839
Iteration  3
Current Cost:  3.00084202986
Epoch  925  	Complete
Iteration  0
Current Cost:  3.00371175348
Iteration  1
Current Cost:  3.00144539617
Iteration  2
Current Cost:  3.001134514
Iteration  3
Current Cost:  3.00040184037
Epoch  926  	Complete
Iteration  0
Current Cost:  3.00327489316
Iteration  1
Current Cost:  3.00100440831
Iteration  2
Current Cost:  3.00069425004
Iteration  3
Current Cost:  2.99996246749
Epoch  927  	Complete
Iteration  0
Current Cost:  3.00283884097
Iteration  1
Current Cost:  3.00056422997
Iteration  2
Current Cost:  3.00025479501
Iteration  3
Current Cost:  2.9995239097
Epoch  928  	Complete
Iteration  0
Current Cost:  3.00240359541
Iteration  1
Current Cost:  3.00012485965
Iteration  2
Current Cost:  2.99981614738
Iteration  3
Current Cost:  2.99908616546
Epoch  929  	Complete
Iteration  0
Current Cost:  3.00196915496
Iteration  1
Current Cost:  2.99968629583
Iteration  2
Current Cost:  2.99937830567
Iteration  3
Current Cost:  2.99864923325
Epoch  930  	Complete
Iteration  0
Current Cost:  3.00153551812
Iteration  1
Current Cost:  2.999248537
Iteration  2
Current Cost:  2.99894126835
Iteration  3
Current Cost:  2.99821311155
Epoch  931  	Complete
Iteration  0
Current Cost:  3.00110268338
Iteration  1
Current Cost:  2.99881158168
Iteration  2
Current Cost:  2.99850503395
Iteration  3
Current Cost:  2.99777779884
Epoch  932  	Complete
Iteration  0
Current Cost:  3.00067064925
Iteration  1
Current Cost:  2.99837542837
Iteration  2
Current Cost:  2.99806960094
Iteration  3
Current Cost:  2.9973432936
Epoch  933  	Complete
Iteration  0
Current Cost:  3.00023941422
Iteration  1
Current Cost:  2.99794007556
Iteration  2
Current Cost:  2.99763496786
Iteration  3
Current Cost:  2.99690959432
Epoch  934  	Complete
Iteration  0
Current Cost:  2.9998089768
Iteration  1
Current Cost:  2.99750552176
Iteration  2
Current Cost:  2.99720113319
Iteration  3
Current Cost:  2.99647669949
Epoch  935  	Complete
Iteration  0
Current Cost:  2.9993793355
Iteration  1
Current Cost:  2.9970717655
Iteration  2
Current Cost:  2.99676809545
Iteration  3
Current Cost:  2.9960446076
Epoch  936  	Complete
Iteration  0
Current Cost:  2.99895048882
Iteration  1
Current Cost:  2.99663880527
Iteration  2
Current Cost:  2.99633585316
Iteration  3
Current Cost:  2.99561331715
Epoch  937  	Complete
Iteration  0
Current Cost:  2.99852243529
Iteration  1
Current Cost:  2.9962066396
Iteration  2
Current Cost:  2.99590440484
Iteration  3
Current Cost:  2.99518282663
Epoch  938  	Complete
Iteration  0
Current Cost:  2.99809517341
Iteration  1
Current Cost:  2.99577526701
Iteration  2
Current Cost:  2.99547374899
Iteration  3
Current Cost:  2.99475313455
Epoch  939  	Complete
Iteration  0
Current Cost:  2.9976687017
Iteration  1
Current Cost:  2.99534468601
Iteration  2
Current Cost:  2.99504388415
Iteration  3
Current Cost:  2.99432423941
Epoch  940  	Complete
Iteration  0
Current Cost:  2.99724301869
Iteration  1
Current Cost:  2.99491489514
Iteration  2
Current Cost:  2.99461480884
Iteration  3
Current Cost:  2.99389613971
Epoch  941  	Complete
Iteration  0
Current Cost:  2.9968181229
Iteration  1
Current Cost:  2.99448589291
Iteration  2
Current Cost:  2.99418652158
Iteration  3
Current Cost:  2.99346883397
Epoch  942  	Complete
Iteration  0
Current Cost:  2.99639401285
Iteration  1
Current Cost:  2.99405767787
Iteration  2
Current Cost:  2.99375902092
Iteration  3
Current Cost:  2.99304232069
Epoch  943  	Complete
Iteration  0
Current Cost:  2.99597068708
Iteration  1
Current Cost:  2.99363024854
Iteration  2
Current Cost:  2.99333230537
Iteration  3
Current Cost:  2.9926165984
Epoch  944  	Complete
Iteration  0
Current Cost:  2.99554814412
Iteration  1
Current Cost:  2.99320360345
Iteration  2
Current Cost:  2.99290637348
Iteration  3
Current Cost:  2.99219166561
Epoch  945  	Complete
Iteration  0
Current Cost:  2.99512638251
Iteration  1
Current Cost:  2.99277774116
Iteration  2
Current Cost:  2.99248122379
Iteration  3
Current Cost:  2.99176752083
Epoch  946  	Complete
Iteration  0
Current Cost:  2.99470540077
Iteration  1
Current Cost:  2.99235266019
Iteration  2
Current Cost:  2.99205685484
Iteration  3
Current Cost:  2.9913441626
Epoch  947  	Complete
Iteration  0
Current Cost:  2.99428519746
Iteration  1
Current Cost:  2.99192835909
Iteration  2
Current Cost:  2.99163326517
Iteration  3
Current Cost:  2.99092158944
Epoch  948  	Complete
Iteration  0
Current Cost:  2.99386577111
Iteration  1
Current Cost:  2.99150483641
Iteration  2
Current Cost:  2.99121045332
Iteration  3
Current Cost:  2.99049979988
Epoch  949  	Complete
Iteration  0
Current Cost:  2.99344712027
Iteration  1
Current Cost:  2.9910820907
Iteration  2
Current Cost:  2.99078841786
Iteration  3
Current Cost:  2.99007879244
Epoch  950  	Complete
Iteration  0
Current Cost:  2.9930292435
Iteration  1
Current Cost:  2.99066012052
Iteration  2
Current Cost:  2.99036715733
Iteration  3
Current Cost:  2.98965856568
Epoch  951  	Complete
Iteration  0
Current Cost:  2.99261213933
Iteration  1
Current Cost:  2.9902389244
Iteration  2
Current Cost:  2.98994667029
Iteration  3
Current Cost:  2.98923911811
Epoch  952  	Complete
Iteration  0
Current Cost:  2.99219580634
Iteration  1
Current Cost:  2.98981850092
Iteration  2
Current Cost:  2.98952695529
Iteration  3
Current Cost:  2.98882044828
Epoch  953  	Complete
Iteration  0
Current Cost:  2.99178024307
Iteration  1
Current Cost:  2.98939884864
Iteration  2
Current Cost:  2.98910801089
Iteration  3
Current Cost:  2.98840255474
Epoch  954  	Complete
Iteration  0
Current Cost:  2.99136544808
Iteration  1
Current Cost:  2.98897996611
Iteration  2
Current Cost:  2.98868983567
Iteration  3
Current Cost:  2.98798543602
Epoch  955  	Complete
Iteration  0
Current Cost:  2.99095141994
Iteration  1
Current Cost:  2.9885618519
Iteration  2
Current Cost:  2.98827242818
Iteration  3
Current Cost:  2.98756909069
Epoch  956  	Complete
Iteration  0
Current Cost:  2.99053815721
Iteration  1
Current Cost:  2.98814450458
Iteration  2
Current Cost:  2.98785578699
Iteration  3
Current Cost:  2.98715351728
Epoch  957  	Complete
Iteration  0
Current Cost:  2.99012565846
Iteration  1
Current Cost:  2.98772792272
Iteration  2
Current Cost:  2.98743991068
Iteration  3
Current Cost:  2.98673871435
Epoch  958  	Complete
Iteration  0
Current Cost:  2.98971392226
Iteration  1
Current Cost:  2.9873121049
Iteration  2
Current Cost:  2.98702479782
Iteration  3
Current Cost:  2.98632468046
Epoch  959  	Complete
Iteration  0
Current Cost:  2.98930294718
Iteration  1
Current Cost:  2.98689704969
Iteration  2
Current Cost:  2.98661044698
Iteration  3
Current Cost:  2.98591141417
Epoch  960  	Complete
Iteration  0
Current Cost:  2.98889273181
Iteration  1
Current Cost:  2.98648275567
Iteration  2
Current Cost:  2.98619685675
Iteration  3
Current Cost:  2.98549891404
Epoch  961  	Complete
Iteration  0
Current Cost:  2.98848327471
Iteration  1
Current Cost:  2.98606922142
Iteration  2
Current Cost:  2.98578402571
Iteration  3
Current Cost:  2.98508717863
Epoch  962  	Complete
Iteration  0
Current Cost:  2.98807457447
Iteration  1
Current Cost:  2.98565644553
Iteration  2
Current Cost:  2.98537195245
Iteration  3
Current Cost:  2.98467620651
Epoch  963  	Complete
Iteration  0
Current Cost:  2.98766662968
Iteration  1
Current Cost:  2.98524442659
Iteration  2
Current Cost:  2.98496063554
Iteration  3
Current Cost:  2.98426599625
Epoch  964  	Complete
Iteration  0
Current Cost:  2.98725943891
Iteration  1
Current Cost:  2.98483316317
Iteration  2
Current Cost:  2.98455007358
Iteration  3
Current Cost:  2.98385654642
Epoch  965  	Complete
Iteration  0
Current Cost:  2.98685300077
Iteration  1
Current Cost:  2.98442265389
Iteration  2
Current Cost:  2.98414026517
Iteration  3
Current Cost:  2.98344785561
Epoch  966  	Complete
Iteration  0
Current Cost:  2.98644731384
Iteration  1
Current Cost:  2.98401289732
Iteration  2
Current Cost:  2.98373120889
Iteration  3
Current Cost:  2.98303992237
Epoch  967  	Complete
Iteration  0
Current Cost:  2.98604237671
Iteration  1
Current Cost:  2.98360389208
Iteration  2
Current Cost:  2.98332290335
Iteration  3
Current Cost:  2.98263274531
Epoch  968  	Complete
Iteration  0
Current Cost:  2.98563818799
Iteration  1
Current Cost:  2.98319563675
Iteration  2
Current Cost:  2.98291534715
Iteration  3
Current Cost:  2.98222632299
Epoch  969  	Complete
Iteration  0
Current Cost:  2.98523474627
Iteration  1
Current Cost:  2.98278812995
Iteration  2
Current Cost:  2.9825085389
Iteration  3
Current Cost:  2.98182065402
Epoch  970  	Complete
Iteration  0
Current Cost:  2.98483205016
Iteration  1
Current Cost:  2.98238137027
Iteration  2
Current Cost:  2.98210247718
Iteration  3
Current Cost:  2.98141573696
Epoch  971  	Complete
Iteration  0
Current Cost:  2.98443009826
Iteration  1
Current Cost:  2.98197535633
Iteration  2
Current Cost:  2.98169716063
Iteration  3
Current Cost:  2.98101157042
Epoch  972  	Complete
Iteration  0
Current Cost:  2.98402888918
Iteration  1
Current Cost:  2.98157008674
Iteration  2
Current Cost:  2.98129258784
Iteration  3
Current Cost:  2.98060815299
Epoch  973  	Complete
Iteration  0
Current Cost:  2.98362842153
Iteration  1
Current Cost:  2.9811655601
Iteration  2
Current Cost:  2.98088875743
Iteration  3
Current Cost:  2.98020548327
Epoch  974  	Complete
Iteration  0
Current Cost:  2.98322869392
Iteration  1
Current Cost:  2.98076177505
Iteration  2
Current Cost:  2.98048566802
Iteration  3
Current Cost:  2.97980355985
Epoch  975  	Complete
Iteration  0
Current Cost:  2.98282970498
Iteration  1
Current Cost:  2.98035873019
Iteration  2
Current Cost:  2.98008331822
Iteration  3
Current Cost:  2.97940238134
Epoch  976  	Complete
Iteration  0
Current Cost:  2.9824314533
Iteration  1
Current Cost:  2.97995642414
Iteration  2
Current Cost:  2.97968170666
Iteration  3
Current Cost:  2.97900194634
Epoch  977  	Complete
Iteration  0
Current Cost:  2.98203393753
Iteration  1
Current Cost:  2.97955485553
Iteration  2
Current Cost:  2.97928083197
Iteration  3
Current Cost:  2.97860225346
Epoch  978  	Complete
Iteration  0
Current Cost:  2.98163715628
Iteration  1
Current Cost:  2.979154023
Iteration  2
Current Cost:  2.97888069276
Iteration  3
Current Cost:  2.97820330131
Epoch  979  	Complete
Iteration  0
Current Cost:  2.98124110818
Iteration  1
Current Cost:  2.97875392515
Iteration  2
Current Cost:  2.97848128767
Iteration  3
Current Cost:  2.9778050885
Epoch  980  	Complete
Iteration  0
Current Cost:  2.98084579185
Iteration  1
Current Cost:  2.97835456064
Iteration  2
Current Cost:  2.97808261533
Iteration  3
Current Cost:  2.97740761365
Epoch  981  	Complete
Iteration  0
Current Cost:  2.98045120593
Iteration  1
Current Cost:  2.97795592808
Iteration  2
Current Cost:  2.97768467438
Iteration  3
Current Cost:  2.97701087537
Epoch  982  	Complete
Iteration  0
Current Cost:  2.98005734905
Iteration  1
Current Cost:  2.97755802612
Iteration  2
Current Cost:  2.97728746345
Iteration  3
Current Cost:  2.97661487228
Epoch  983  	Complete
Iteration  0
Current Cost:  2.97966421985
Iteration  1
Current Cost:  2.9771608534
Iteration  2
Current Cost:  2.97689098118
Iteration  3
Current Cost:  2.97621960301
Epoch  984  	Complete
Iteration  0
Current Cost:  2.97927181696
Iteration  1
Current Cost:  2.97676440856
Iteration  2
Current Cost:  2.97649522621
Iteration  3
Current Cost:  2.97582506619
Epoch  985  	Complete
Iteration  0
Current Cost:  2.97888013904
Iteration  1
Current Cost:  2.97636869024
Iteration  2
Current Cost:  2.97610019719
Iteration  3
Current Cost:  2.97543126043
Epoch  986  	Complete
Iteration  0
Current Cost:  2.97848918472
Iteration  1
Current Cost:  2.9759736971
Iteration  2
Current Cost:  2.97570589277
Iteration  3
Current Cost:  2.97503818437
Epoch  987  	Complete
Iteration  0
Current Cost:  2.97809895264
Iteration  1
Current Cost:  2.97557942777
Iteration  2
Current Cost:  2.97531231159
Iteration  3
Current Cost:  2.97464583665
Epoch  988  	Complete
Iteration  0
Current Cost:  2.97770944147
Iteration  1
Current Cost:  2.97518588091
Iteration  2
Current Cost:  2.97491945231
Iteration  3
Current Cost:  2.9742542159
Epoch  989  	Complete
Iteration  0
Current Cost:  2.97732064984
Iteration  1
Current Cost:  2.97479305518
Iteration  2
Current Cost:  2.97452731358
Iteration  3
Current Cost:  2.97386332075
Epoch  990  	Complete
Iteration  0
Current Cost:  2.97693257642
Iteration  1
Current Cost:  2.97440094923
Iteration  2
Current Cost:  2.97413589406
Iteration  3
Current Cost:  2.97347314985
Epoch  991  	Complete
Iteration  0
Current Cost:  2.97654521986
Iteration  1
Current Cost:  2.97400956173
Iteration  2
Current Cost:  2.97374519242
Iteration  3
Current Cost:  2.97308370185
Epoch  992  	Complete
Iteration  0
Current Cost:  2.97615857882
Iteration  1
Current Cost:  2.97361889133
Iteration  2
Current Cost:  2.9733552073
Iteration  3
Current Cost:  2.97269497538
Epoch  993  	Complete
Iteration  0
Current Cost:  2.97577265196
Iteration  1
Current Cost:  2.9732289367
Iteration  2
Current Cost:  2.97296593738
Iteration  3
Current Cost:  2.9723069691
Epoch  994  	Complete
Iteration  0
Current Cost:  2.97538743795
Iteration  1
Current Cost:  2.9728396965
Iteration  2
Current Cost:  2.97257738133
Iteration  3
Current Cost:  2.97191968165
Epoch  995  	Complete
Iteration  0
Current Cost:  2.97500293545
Iteration  1
Current Cost:  2.97245116941
Iteration  2
Current Cost:  2.97218953782
Iteration  3
Current Cost:  2.9715331117
Epoch  996  	Complete
Iteration  0
Current Cost:  2.97461914314
Iteration  1
Current Cost:  2.9720633541
Iteration  2
Current Cost:  2.97180240551
Iteration  3
Current Cost:  2.9711472579
Epoch  997  	Complete
Iteration  0
Current Cost:  2.97423605968
Iteration  1
Current Cost:  2.97167624924
Iteration  2
Current Cost:  2.97141598308
Iteration  3
Current Cost:  2.9707621189
Epoch  998  	Complete
Iteration  0
Current Cost:  2.97385368375
Iteration  1
Current Cost:  2.97128985352
Iteration  2
Current Cost:  2.97103026921
Iteration  3
Current Cost:  2.97037769336
Epoch  999  	Complete
Iteration  0
Current Cost:  2.97347201403
Iteration  1
Current Cost:  2.9709041656
Iteration  2
Current Cost:  2.97064526259
Iteration  3
Current Cost:  2.96999397996
Epoch  1000  	Complete
Training Done

In [ ]:

    

y.test(x_test, y_test)


    

In [ ]: