Nameexact_genome_1512568488_44_1890_0
Workunit2580778
Created6 Dec 2017, 21:10:07 UTC
Sent6 Dec 2017, 21:15:05 UTC
Report deadline10 Dec 2017, 18:54:14 UTC
Received6 Dec 2017, 23:15:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 0 min 11 sec
CPU time1 hours 59 min 48 sec
Validate stateValid
Credit975.55
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.91 MB
Peak swap size156.79 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_time: 0.0000000000, propagate_forward_time: 4.9155197144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397220612
validation[          , genome  1890] predictions:    9461/  10000 (94.61%), best:    9493/10000 (94.93%), error:      1839.06335, best error:      1837.03906 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.8039932251s, input_fired_time: 0.6783467531, output_fired_time: 0.6100555658, propagate_forward_time: 24.5392932892, propagate_backward_time: 37.4532279968, weight_update_time: 0.1163228974, other_time: 2.5230751038
epoch time: 5.4339098930s, input_fired_time: 0.0874603465, output_fired_time: 0.0000000000, propagate_forward_time: 4.8978481293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486012459
validation[          , genome  1890] predictions:    9371/  10000 (93.71%), best:    9493/10000 (94.93%), error:      2120.73608, best error:      1837.03906 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 66.0261688232s, input_fired_time: 0.6757362485, output_fired_time: 0.6087116003, propagate_forward_time: 24.7184677124, propagate_backward_time: 37.5518760681, weight_update_time: 0.1142927930, other_time: 2.4713783264
epoch time: 5.5217609406s, input_fired_time: 0.0880353376, output_fired_time: 0.0000000000, propagate_forward_time: 4.9845881462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491376877
validation[          , genome  1890] predictions:    9439/  10000 (94.39%), best:    9493/10000 (94.93%), error:      1881.30762, best error:      1837.03906 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.5078277588s, input_fired_time: 0.6737891436, output_fired_time: 0.6064614058, propagate_forward_time: 24.4926300049, propagate_backward_time: 37.2657508850, weight_update_time: 0.1140388325, other_time: 2.4691963196
epoch time: 5.2740721703s, input_fired_time: 0.0830760971, output_fired_time: 0.0000000000, propagate_forward_time: 4.7668075562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241886139
validation[          , genome  1890] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1780.53320, best error:      1780.53320 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.6867370605s, input_fired_time: 0.6789652705, output_fired_time: 0.6099038720, propagate_forward_time: 24.5426692963, propagate_backward_time: 37.3527526855, weight_update_time: 0.1152333096, other_time: 2.5024490356
epoch time: 5.4675388336s, input_fired_time: 0.0858449936, output_fired_time: 0.0000000000, propagate_forward_time: 4.9464139938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352798462
validation[          , genome  1890] predictions:    9478/  10000 (94.78%), best:    9492/10000 (94.92%), error:      1825.16248, best error:      1780.53320 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.0048675537s, input_fired_time: 0.6792710423, output_fired_time: 0.6102917790, propagate_forward_time: 24.7071247101, propagate_backward_time: 37.4875946045, weight_update_time: 0.1160837933, other_time: 2.5205917358
epoch time: 5.3804721832s, input_fired_time: 0.0855567083, output_fired_time: 0.0000000000, propagate_forward_time: 4.8587288857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361867905
validation[          , genome  1890] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1644.14587, best error:      1644.14587 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.6251678467s, input_fired_time: 0.6739838719, output_fired_time: 0.6055862308, propagate_forward_time: 24.5906829834, propagate_backward_time: 37.2974128723, weight_update_time: 0.1143024862, other_time: 2.4575080872
epoch time: 4.8781461716s, input_fired_time: 0.0809564143, output_fired_time: 0.0000000000, propagate_forward_time: 4.3774685860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197211266
validation[          , genome  1890] predictions:    9503/  10000 (95.03%), best:    9529/10000 (95.29%), error:      1759.54871, best error:      1644.14587 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.3758850098s, input_fired_time: 0.6798480153, output_fired_time: 0.6045957208, propagate_forward_time: 24.3672065735, propagate_backward_time: 37.2312355042, weight_update_time: 0.1144259274, other_time: 2.4929962158
epoch time: 5.2934494019s, input_fired_time: 0.0829055682, output_fired_time: 0.0000000000, propagate_forward_time: 4.7843041420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262394905
validation[          , genome  1890] predictions:    9480/  10000 (94.80%), best:    9529/10000 (95.29%), error:      1776.44556, best error:      1644.14587 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.8057861328s, input_fired_time: 0.6800778508, output_fired_time: 0.6076246500, propagate_forward_time: 24.6249351501, propagate_backward_time: 37.3777542114, weight_update_time: 0.1157387123, other_time: 2.5153923035
epoch time: 5.3618707657s, input_fired_time: 0.0863539204, output_fired_time: 0.0000000000, propagate_forward_time: 4.8372135162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383034706
validation[          , genome  1890] predictions:    9534/  10000 (95.34%), best:    9529/10000 (95.29%), error:      1689.65845, best error:      1644.14587 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.7302551270s, input_fired_time: 0.6830473542, output_fired_time: 0.6107175350, propagate_forward_time: 24.5698623657, propagate_backward_time: 37.3664436340, weight_update_time: 0.1154576316, other_time: 2.5001869202
epoch time: 5.4761767387s, input_fired_time: 0.0867932215, output_fired_time: 0.0000000000, propagate_forward_time: 4.9441771507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452061653
validation[          , genome  1890] predictions:    9398/  10000 (93.98%), best:    9529/10000 (95.29%), error:      1990.99927, best error:      1644.14587 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.4592971802s, input_fired_time: 0.6813878417, output_fired_time: 0.6054843068, propagate_forward_time: 24.3876800537, propagate_backward_time: 37.2601203918, weight_update_time: 0.1152605042, other_time: 2.5246238708
epoch time: 5.4463067055s, input_fired_time: 0.0868546665, output_fired_time: 0.0000000000, propagate_forward_time: 4.9224352837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370169640
validation[          , genome  1890] predictions:    9289/  10000 (92.89%), best:    9529/10000 (95.29%), error:      2483.97925, best error:      1644.14587 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.5921096802s, input_fired_time: 0.6786716580, output_fired_time: 0.6010334492, propagate_forward_time: 24.0899448395, propagate_backward_time: 36.6901969910, weight_update_time: 0.1151611879, other_time: 2.5322608948
epoch time: 5.4694685936s, input_fired_time: 0.0870589390, output_fired_time: 0.0000000000, propagate_forward_time: 4.9332771301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491324425
validation[          , genome  1890] predictions:    9522/  10000 (95.22%), best:    9529/10000 (95.29%), error:      1665.10815, best error:      1644.14587 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.8877792358s, input_fired_time: 0.6840282679, output_fired_time: 0.6108645797, propagate_forward_time: 24.6114711761, propagate_backward_time: 37.4564056396, weight_update_time: 0.1159737259, other_time: 2.5250091553
epoch time: 5.0933856964s, input_fired_time: 0.0857594758, output_fired_time: 0.0000000000, propagate_forward_time: 4.5662975311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413285255
validation[          , genome  1890] predictions:    8798/  10000 (87.98%), best:    9529/10000 (95.29%), error:      5019.11865, best error:      1644.14587 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

resetting weights to those on epoch: 19
epoch time: 65.5621490479s, input_fired_time: 0.6782527566, output_fired_time: 0.6099733710, propagate_forward_time: 24.4165802002, propagate_backward_time: 37.3435249329, weight_update_time: 0.1168425456, other_time: 2.5138206482
epoch time: 4.9519925117s, input_fired_time: 0.0814551115, output_fired_time: 0.0000000000, propagate_forward_time: 4.4427595139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277777672
validation[          , genome  1890] predictions:    9459/  10000 (94.59%), best:    9529/10000 (95.29%), error:      1787.82385, best error:      1644.14587 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.2350463867s, input_fired_time: 0.6762920022, output_fired_time: 0.6026607752, propagate_forward_time: 24.3217926025, propagate_backward_time: 37.1215171814, weight_update_time: 0.1146829277, other_time: 2.5127830505
epoch time: 5.4791140556s, input_fired_time: 0.0866652206, output_fired_time: 0.0000000000, propagate_forward_time: 4.9443974495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480514526
validation[          , genome  1890] predictions:    9494/  10000 (94.94%), best:    9529/10000 (95.29%), error:      1745.74243, best error:      1644.14587 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.0689849854s, input_fired_time: 0.6729167700, output_fired_time: 0.5981116891, propagate_forward_time: 23.9099597931, propagate_backward_time: 36.3912658691, weight_update_time: 0.1148989797, other_time: 2.4967346191
epoch time: 5.4776496887s, input_fired_time: 0.0859939829, output_fired_time: 0.0000000000, propagate_forward_time: 4.9607958794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308600426
validation[          , genome  1890] predictions:    9249/  10000 (92.49%), best:    9529/10000 (95.29%), error:      2594.55933, best error:      1644.14587 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.3879165649s, input_fired_time: 0.6779519916, output_fired_time: 0.5985203385, propagate_forward_time: 23.9696922302, propagate_backward_time: 36.6100921631, weight_update_time: 0.1147541553, other_time: 2.5316581726
epoch time: 5.2088246346s, input_fired_time: 0.0837155879, output_fired_time: 0.0000000000, propagate_forward_time: 4.7017931938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233160019
validation[          , genome  1890] predictions:    9492/  10000 (94.92%), best:    9529/10000 (95.29%), error:      1726.96777, best error:      1644.14587 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 66.1390228271s, input_fired_time: 0.6865665317, output_fired_time: 0.6137846708, propagate_forward_time: 24.7064437866, propagate_backward_time: 37.6135215759, weight_update_time: 0.1160213053, other_time: 2.5187034607
epoch time: 5.4467492104s, input_fired_time: 0.0872069150, output_fired_time: 0.0000000000, propagate_forward_time: 4.9171376228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424047470
validation[          , genome  1890] predictions:    9509/  10000 (95.09%), best:    9529/10000 (95.29%), error:      1715.53979, best error:      1644.14587 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.6882858276s, input_fired_time: 0.6828997731, output_fired_time: 0.6102463603, propagate_forward_time: 24.5477256775, propagate_backward_time: 37.3355979919, weight_update_time: 0.1160167009, other_time: 2.5118179321
epoch time: 5.5026192665s, input_fired_time: 0.0846423209, output_fired_time: 0.0000000000, propagate_forward_time: 4.9918751717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261016846
validation[          , genome  1890] predictions:    9504/  10000 (95.04%), best:    9529/10000 (95.29%), error:      1734.81836, best error:      1644.14587 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.4147872925s, input_fired_time: 0.6764527559, output_fired_time: 0.6041544676, propagate_forward_time: 24.3520355225, propagate_backward_time: 37.2917938232, weight_update_time: 0.1154186875, other_time: 2.4903488159
epoch time: 5.4335556030s, input_fired_time: 0.0846868306, output_fired_time: 0.0000000000, propagate_forward_time: 4.9220099449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268589020
validation[          , genome  1890] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1588.22144, best error:      1588.22144 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 65.6930465698s, input_fired_time: 0.6804255247, output_fired_time: 0.6075266600, propagate_forward_time: 24.5166416168, propagate_backward_time: 37.3752098083, weight_update_time: 0.1153224334, other_time: 2.5132408142
epoch time: 5.4229540825s, input_fired_time: 0.0884059966, output_fired_time: 0.0000000000, propagate_forward_time: 4.8818588257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526891708
validation[          , genome  1890] predictions:    9533/  10000 (95.33%), best:    9556/10000 (95.56%), error:      1608.52661, best error:      1588.22144 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.5218887329s, input_fired_time: 0.6804742813, output_fired_time: 0.6009374857, propagate_forward_time: 24.0339794159, propagate_backward_time: 36.6873283386, weight_update_time: 0.1151744500, other_time: 2.5191688538
epoch time: 5.4580936432s, input_fired_time: 0.0856831893, output_fired_time: 0.0000000000, propagate_forward_time: 4.9373173714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350929260
validation[          , genome  1890] predictions:    9489/  10000 (94.89%), best:    9556/10000 (95.56%), error:      1694.21143, best error:      1588.22144 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.3068008423s, input_fired_time: 0.6854084134, output_fired_time: 0.6072869301, propagate_forward_time: 24.3699665070, propagate_backward_time: 37.1106224060, weight_update_time: 0.1165542901, other_time: 2.5335197449
epoch time: 5.4466190338s, input_fired_time: 0.0860564336, output_fired_time: 0.0000000000, propagate_forward_time: 4.9208464622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397163391
validation[          , genome  1890] predictions:    9471/  10000 (94.71%), best:    9556/10000 (95.56%), error:      1802.16150, best error:      1588.22144 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.4833488464s, input_fired_time: 0.6667476296, output_fired_time: 0.5876526833, propagate_forward_time: 23.6143417358, propagate_backward_time: 36.1665267944, weight_update_time: 0.1118899882, other_time: 2.4480781555
epoch time: 5.4666571617s, input_fired_time: 0.0869473442, output_fired_time: 0.0000000000, propagate_forward_time: 4.9428114891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368982315
validation[          , genome  1890] predictions:    9472/  10000 (94.72%), best:    9556/10000 (95.56%), error:      1775.22546, best error:      1588.22144 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.7784881592s, input_fired_time: 0.6842794418, output_fired_time: 0.6077094078, propagate_forward_time: 24.6010971069, propagate_backward_time: 37.3877868652, weight_update_time: 0.1152241379, other_time: 2.4976119995
epoch time: 5.2934560776s, input_fired_time: 0.0869923979, output_fired_time: 0.0000000000, propagate_forward_time: 4.7551684380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512953758
validation[          , genome  1890] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1562.08789, best error:      1562.08789 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.8588409424s, input_fired_time: 0.6785612106, output_fired_time: 0.6099305749, propagate_forward_time: 24.5951881409, propagate_backward_time: 37.5039520264, weight_update_time: 0.1150213778, other_time: 2.4712104797
epoch time: 5.3859872818s, input_fired_time: 0.0858797878, output_fired_time: 0.0000000000, propagate_forward_time: 4.8666725159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334349632
validation[          , genome  1890] predictions:    9507/  10000 (95.07%), best:    9539/10000 (95.39%), error:      1661.12280, best error:      1562.08789 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.7092895508s, input_fired_time: 0.6859673262, output_fired_time: 0.6086947322, propagate_forward_time: 24.5064010620, propagate_backward_time: 37.3712234497, weight_update_time: 0.1165092960, other_time: 2.5370025635
epoch time: 5.4690999985s, input_fired_time: 0.0882713720, output_fired_time: 0.0000000000, propagate_forward_time: 4.9391045570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417243004
validation[          , genome  1890] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1532.67603, best error:      1532.67603 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.7986831665s, input_fired_time: 0.6839852929, output_fired_time: 0.6105000377, propagate_forward_time: 24.5385227203, propagate_backward_time: 37.4411392212, weight_update_time: 0.1159957126, other_time: 2.5245437622
epoch time: 5.3354825974s, input_fired_time: 0.0883420259, output_fired_time: 0.0000000000, propagate_forward_time: 4.7992825508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478578568
validation[          , genome  1890] predictions:    9531/  10000 (95.31%), best:    9556/10000 (95.56%), error:      1616.90515, best error:      1532.67603 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.5517425537s, input_fired_time: 0.6845969558, output_fired_time: 0.6144112349, propagate_forward_time: 24.4110069275, propagate_backward_time: 37.3216705322, weight_update_time: 0.1155195460, other_time: 2.5200614929
epoch time: 5.3332443237s, input_fired_time: 0.0875499547, output_fired_time: 0.0000000000, propagate_forward_time: 4.8053956032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402985573
validation[          , genome  1890] predictions:    9518/  10000 (95.18%), best:    9556/10000 (95.56%), error:      1645.44702, best error:      1532.67603 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.7632369995s, input_fired_time: 0.6807511449, output_fired_time: 0.6082119942, propagate_forward_time: 24.5470676422, propagate_backward_time: 37.4284019470, weight_update_time: 0.1157499254, other_time: 2.4988059998
epoch time: 5.4584069252s, input_fired_time: 0.0867978334, output_fired_time: 0.0000000000, propagate_forward_time: 4.9339323044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376769066
validation[          , genome  1890] predictions:    9549/  10000 (95.49%), best:    9556/10000 (95.56%), error:      1579.02466, best error:      1532.67603 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.3658981323s, input_fired_time: 0.6896152496, output_fired_time: 0.6099886298, propagate_forward_time: 24.2943649292, propagate_backward_time: 37.2104644775, weight_update_time: 0.1162419543, other_time: 2.5614700317
epoch time: 5.4656867981s, input_fired_time: 0.0877266005, output_fired_time: 0.0000000000, propagate_forward_time: 4.9341492653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438109398
validation[          , genome  1890] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1500.99512, best error:      1500.99512 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.3613510132s, input_fired_time: 0.6732003093, output_fired_time: 0.5927474499, propagate_forward_time: 23.5159168243, propagate_backward_time: 36.0909194946, weight_update_time: 0.1126944274, other_time: 2.4885711670
epoch time: 5.3853268623s, input_fired_time: 0.0855116844, output_fired_time: 0.0000000000, propagate_forward_time: 4.8672780991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325370789
validation[          , genome  1890] predictions:    9515/  10000 (95.15%), best:    9572/10000 (95.72%), error:      1633.28491, best error:      1500.99512 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.8529281616s, input_fired_time: 0.6887146235, output_fired_time: 0.6143666506, propagate_forward_time: 24.6132278442, propagate_backward_time: 37.4216384888, weight_update_time: 0.1158210859, other_time: 2.5149841309
epoch time: 5.4294295311s, input_fired_time: 0.0861516744, output_fired_time: 0.0000000000, propagate_forward_time: 4.9080252647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352526665
validation[          , genome  1890] predictions:    9528/  10000 (95.28%), best:    9572/10000 (95.72%), error:      1579.44299, best error:      1500.99512 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.8918380737s, input_fired_time: 0.6843622923, output_fired_time: 0.6086621881, propagate_forward_time: 24.5942363739, propagate_backward_time: 37.5077018738, weight_update_time: 0.1157484055, other_time: 2.4968681335
epoch time: 5.4683074951s, input_fired_time: 0.0874460116, output_fired_time: 0.0000000000, propagate_forward_time: 4.9419541359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389071465
validation[          , genome  1890] predictions:    9534/  10000 (95.34%), best:    9572/10000 (95.72%), error:      1626.52832, best error:      1500.99512 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.9857864380s, input_fired_time: 0.6915066242, output_fired_time: 0.6134114861, propagate_forward_time: 24.6632022858, propagate_backward_time: 37.4928855896, weight_update_time: 0.1166480109, other_time: 2.5247840881
epoch time: 5.4167294502s, input_fired_time: 0.0865950882, output_fired_time: 0.0000000000, propagate_forward_time: 4.8865151405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436192513
validation[          , genome  1890] predictions:    9554/  10000 (95.54%), best:    9572/10000 (95.72%), error:      1533.72717, best error:      1500.99512 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.6388473511s, input_fired_time: 0.6800402999, output_fired_time: 0.6050493717, propagate_forward_time: 24.4923419952, propagate_backward_time: 37.3656578064, weight_update_time: 0.1154508963, other_time: 2.4957618713
epoch time: 5.4936151505s, input_fired_time: 0.0891340449, output_fired_time: 0.0000000000, propagate_forward_time: 4.9577422142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467387199
validation[          , genome  1890] predictions:    9492/  10000 (94.92%), best:    9572/10000 (95.72%), error:      1771.70630, best error:      1500.99512 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.6274871826s, input_fired_time: 0.6863436103, output_fired_time: 0.6086685658, propagate_forward_time: 24.4876270294, propagate_backward_time: 37.3295974731, weight_update_time: 0.1162138060, other_time: 2.5152587891
epoch time: 5.4641661644s, input_fired_time: 0.0899138600, output_fired_time: 0.0000000000, propagate_forward_time: 4.9102892876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639630318
validation[          , genome  1890] predictions:    9549/  10000 (95.49%), best:    9572/10000 (95.72%), error:      1585.33118, best error:      1500.99512 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 65.0059967041s, input_fired_time: 0.6908423901, output_fired_time: 0.6041706800, propagate_forward_time: 24.1608543396, propagate_backward_time: 36.9999084473, weight_update_time: 0.1162148491, other_time: 2.5502204895
epoch time: 5.4479231834s, input_fired_time: 0.0854056850, output_fired_time: 0.0000000000, propagate_forward_time: 4.9351019859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274153709
validation[          , genome  1890] predictions:    9537/  10000 (95.37%), best:    9572/10000 (95.72%), error:      1605.15247, best error:      1500.99512 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.0830841064s, input_fired_time: 0.6890301108, output_fired_time: 0.6120773554, propagate_forward_time: 24.7494850159, propagate_backward_time: 37.5459213257, weight_update_time: 0.1163674295, other_time: 2.4865684509
epoch time: 5.4250760078s, input_fired_time: 0.0855050161, output_fired_time: 0.0000000000, propagate_forward_time: 4.9161696434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234013557
validation[          , genome  1890] predictions:    9519/  10000 (95.19%), best:    9572/10000 (95.72%), error:      1642.51404, best error:      1500.99512 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.7012481689s, input_fired_time: 0.6899915934, output_fired_time: 0.6093327999, propagate_forward_time: 24.5201625824, propagate_backward_time: 37.3478240967, weight_update_time: 0.1168691739, other_time: 2.5339355469
epoch time: 5.4957194328s, input_fired_time: 0.0898217112, output_fired_time: 0.0000000000, propagate_forward_time: 4.9562244415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496731758
validation[          , genome  1890] predictions:    9541/  10000 (95.41%), best:    9572/10000 (95.72%), error:      1584.55383, best error:      1500.99512 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 65.3290710449s, input_fired_time: 0.6915824413, output_fired_time: 0.6102807522, propagate_forward_time: 24.3763713837, propagate_backward_time: 37.1048889160, weight_update_time: 0.1169700101, other_time: 2.5459442139
epoch time: 5.4437665939s, input_fired_time: 0.0899256170, output_fired_time: 0.0000000000, propagate_forward_time: 4.9111189842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427218437
validation[          , genome  1890] predictions:    9529/  10000 (95.29%), best:    9572/10000 (95.72%), error:      1599.12354, best error:      1500.99512 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.0544891357s, input_fired_time: 0.6934115887, output_fired_time: 0.6073300242, propagate_forward_time: 24.1952266693, propagate_backward_time: 36.9731674194, weight_update_time: 0.1180380061, other_time: 2.5853500366
epoch time: 5.4931406975s, input_fired_time: 0.0865545943, output_fired_time: 0.0000000000, propagate_forward_time: 4.9716157913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349703789
validation[          , genome  1890] predictions:    9564/  10000 (95.64%), best:    9572/10000 (95.72%), error:      1538.15002, best error:      1500.99512 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.7230529785s, input_fired_time: 0.6831991076, output_fired_time: 0.5996417403, propagate_forward_time: 24.1395988464, propagate_backward_time: 36.8076171875, weight_update_time: 0.1141576469, other_time: 2.4930000305
epoch time: 5.4450430870s, input_fired_time: 0.0883584246, output_fired_time: 0.0000000000, propagate_forward_time: 4.9143042564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423804283
validation[          , genome  1890] predictions:    9547/  10000 (95.47%), best:    9572/10000 (95.72%), error:      1562.33276, best error:      1500.99512 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.8715744019s, input_fired_time: 0.6958062649, output_fired_time: 0.6133295894, propagate_forward_time: 24.5849132538, propagate_backward_time: 37.3778800964, weight_update_time: 0.1186663136, other_time: 2.5996437073
epoch time: 5.4904618263s, input_fired_time: 0.0876190662, output_fired_time: 0.0000000000, propagate_forward_time: 4.9658246040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370179176
validation[          , genome  1890] predictions:    9509/  10000 (95.09%), best:    9572/10000 (95.72%), error:      1682.70020, best error:      1500.99512 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.8873748779s, input_fired_time: 0.6894640923, output_fired_time: 0.6039972901, propagate_forward_time: 24.1543903351, propagate_backward_time: 36.9152488708, weight_update_time: 0.1155431122, other_time: 2.5242805481
epoch time: 5.4206495285s, input_fired_time: 0.0896307230, output_fired_time: 0.0000000000, propagate_forward_time: 4.8868064880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442124367
validation[          , genome  1890] predictions:    9540/  10000 (95.40%), best:    9572/10000 (95.72%), error:      1570.11011, best error:      1500.99512 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.6588592529s, input_fired_time: 0.6832983494, output_fired_time: 0.5950199962, propagate_forward_time: 23.5885200500, propagate_backward_time: 36.2293434143, weight_update_time: 0.1167304441, other_time: 2.5626754761
epoch time: 5.4911828041s, input_fired_time: 0.0912506655, output_fired_time: 0.0000000000, propagate_forward_time: 4.9318332672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680986404
validation[          , genome  1890] predictions:    9559/  10000 (95.59%), best:    9572/10000 (95.72%), error:      1512.95166, best error:      1500.99512 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.4342880249s, input_fired_time: 0.6876547337, output_fired_time: 0.6056602001, propagate_forward_time: 24.3859844208, propagate_backward_time: 37.2033615112, weight_update_time: 0.1160402894, other_time: 2.5516281128
epoch time: 5.4820342064s, input_fired_time: 0.0890424475, output_fired_time: 0.0000000000, propagate_forward_time: 4.9462738037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467177391
validation[          , genome  1890] predictions:    9549/  10000 (95.49%), best:    9572/10000 (95.72%), error:      1515.40698, best error:      1500.99512 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.7433395386s, input_fired_time: 0.6934453249, output_fired_time: 0.6109274626, propagate_forward_time: 24.5261096954, propagate_backward_time: 37.3983993530, weight_update_time: 0.1159091964, other_time: 2.5144653320
epoch time: 5.5007114410s, input_fired_time: 0.0899921805, output_fired_time: 0.0000000000, propagate_forward_time: 4.9518918991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588274956
validation[          , genome  1890] predictions:    9543/  10000 (95.43%), best:    9572/10000 (95.72%), error:      1511.78772, best error:      1500.99512 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.2540283203s, input_fired_time: 0.6914562583, output_fired_time: 0.6089016795, propagate_forward_time: 24.3190002441, propagate_backward_time: 37.0932083130, weight_update_time: 0.1164078787, other_time: 2.5414581299
epoch time: 5.4639539719s, input_fired_time: 0.0864051133, output_fired_time: 0.0000000000, propagate_forward_time: 4.9498376846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277110100
validation[          , genome  1890] predictions:    9584/  10000 (95.84%), best:    9572/10000 (95.72%), error:      1505.69385, best error:      1500.99512 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.3236770630s, input_fired_time: 0.6895709038, output_fired_time: 0.6089102030, propagate_forward_time: 24.3838233948, propagate_backward_time: 37.1406326294, weight_update_time: 0.1145672575, other_time: 2.5007438660
epoch time: 5.4542293549s, input_fired_time: 0.0888033286, output_fired_time: 0.0000000000, propagate_forward_time: 4.9150838852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503421783
validation[          , genome  1890] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1497.85425, best error:      1497.85425 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.5474319458s, input_fired_time: 0.6871812344, output_fired_time: 0.6019637585, propagate_forward_time: 24.0494785309, propagate_backward_time: 36.6759338379, weight_update_time: 0.1158180162, other_time: 2.5328750610
epoch time: 5.4895792007s, input_fired_time: 0.0893409252, output_fired_time: 0.0000000000, propagate_forward_time: 4.9535479546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466900826
validation[          , genome  1890] predictions:    9544/  10000 (95.44%), best:    9566/10000 (95.66%), error:      1530.58533, best error:      1497.85425 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.4513931274s, input_fired_time: 0.6983682513, output_fired_time: 0.6128810048, propagate_forward_time: 24.3655967712, propagate_backward_time: 37.1812324524, weight_update_time: 0.1176305413, other_time: 2.5933074951
epoch time: 5.3842201233s, input_fired_time: 0.0863170698, output_fired_time: 0.0000000000, propagate_forward_time: 4.8657264709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321765900
validation[          , genome  1890] predictions:    9545/  10000 (95.45%), best:    9566/10000 (95.66%), error:      1562.46912, best error:      1497.85425 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 65.2880172729s, input_fired_time: 0.6980177760, output_fired_time: 0.6113322377, propagate_forward_time: 24.3245830536, propagate_backward_time: 37.0913162231, weight_update_time: 0.1167688519, other_time: 2.5627670288
epoch time: 5.4531354904s, input_fired_time: 0.0880209878, output_fired_time: 0.0000000000, propagate_forward_time: 4.9301543236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349603653
validation[          , genome  1890] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1497.54333, best error:      1497.54333 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.4610557556s, input_fired_time: 0.6906784177, output_fired_time: 0.5950880051, propagate_forward_time: 23.5403251648, propagate_backward_time: 36.0682601929, weight_update_time: 0.1165421009, other_time: 2.5667037964
epoch time: 5.4155116081s, input_fired_time: 0.0904862732, output_fired_time: 0.0000000000, propagate_forward_time: 4.8569045067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681210518
validation[          , genome  1890] predictions:    9522/  10000 (95.22%), best:    9568/10000 (95.68%), error:      1622.76025, best error:      1497.54333 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.3600158691s, input_fired_time: 0.7074098587, output_fired_time: 0.6184623241, propagate_forward_time: 24.7816066742, propagate_backward_time: 37.6538200378, weight_update_time: 0.1198275387, other_time: 2.5987129211
epoch time: 5.3934803009s, input_fired_time: 0.0907709673, output_fired_time: 0.0000000000, propagate_forward_time: 4.8427023888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600067139
validation[          , genome  1890] predictions:    9545/  10000 (95.45%), best:    9568/10000 (95.68%), error:      1585.12744, best error:      1497.54333 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.6653823853s, input_fired_time: 0.6970716119, output_fired_time: 0.6104350090, propagate_forward_time: 24.4717731476, propagate_backward_time: 37.3065223694, weight_update_time: 0.1181671172, other_time: 2.5795783997
epoch time: 5.4631118774s, input_fired_time: 0.0877301842, output_fired_time: 0.0000000000, propagate_forward_time: 4.9419598579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334216118
validation[          , genome  1890] predictions:    9552/  10000 (95.52%), best:    9568/10000 (95.68%), error:      1528.29236, best error:      1497.54333 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.5647811890s, input_fired_time: 0.6969450712, output_fired_time: 0.6088601947, propagate_forward_time: 24.3737964630, propagate_backward_time: 37.2993087769, weight_update_time: 0.1181537807, other_time: 2.5858688354
epoch time: 5.4803009033s, input_fired_time: 0.0895354897, output_fired_time: 0.0000000000, propagate_forward_time: 4.9419465065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488186836
validation[          , genome  1890] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1484.38135, best error:      1484.38135 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.7367935181s, input_fired_time: 0.6910457611, output_fired_time: 0.6073053479, propagate_forward_time: 24.5358657837, propagate_backward_time: 37.3614692688, weight_update_time: 0.1169480905, other_time: 2.5411033630
epoch time: 5.5010795593s, input_fired_time: 0.0897848457, output_fired_time: 0.0000000000, propagate_forward_time: 4.9679656029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433293343
validation[          , genome  1890] predictions:    9530/  10000 (95.30%), best:    9575/10000 (95.75%), error:      1559.42542, best error:      1484.38135 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.4126739502s, input_fired_time: 0.6961618662, output_fired_time: 0.6100848317, propagate_forward_time: 24.4214706421, propagate_backward_time: 37.1645278931, weight_update_time: 0.1163295507, other_time: 2.5204315186
epoch time: 5.4338140488s, input_fired_time: 0.0879150033, output_fired_time: 0.0000000000, propagate_forward_time: 4.9040884972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418106079
validation[          , genome  1890] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1494.40210, best error:      1484.38135 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.1687774658s, input_fired_time: 0.7037531734, output_fired_time: 0.6109750867, propagate_forward_time: 24.2625579834, propagate_backward_time: 36.9890403748, weight_update_time: 0.1174319535, other_time: 2.6024551392
epoch time: 5.3963356018s, input_fired_time: 0.0867860764, output_fired_time: 0.0000000000, propagate_forward_time: 4.8776612282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318881035
validation[          , genome  1890] predictions:    9533/  10000 (95.33%), best:    9575/10000 (95.75%), error:      1586.47168, best error:      1484.38135 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.5945281982s, input_fired_time: 0.7011916637, output_fired_time: 0.6143765450, propagate_forward_time: 24.3668155670, propagate_backward_time: 37.3057594299, weight_update_time: 0.1186125278, other_time: 2.6063804626
epoch time: 5.3891959190s, input_fired_time: 0.0883496851, output_fired_time: 0.0000000000, propagate_forward_time: 4.8564071655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444389343
validation[          , genome  1890] predictions:    9566/  10000 (95.66%), best:    9575/10000 (95.75%), error:      1494.57385, best error:      1484.38135 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.4071655273s, input_fired_time: 0.6946732998, output_fired_time: 0.6086045504, propagate_forward_time: 24.3642578125, propagate_backward_time: 37.2046852112, weight_update_time: 0.1158574596, other_time: 2.5349464417
epoch time: 5.4768395424s, input_fired_time: 0.0920519829, output_fired_time: 0.0000000000, propagate_forward_time: 4.9242277145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605598450
validation[          , genome  1890] predictions:    9483/  10000 (94.83%), best:    9575/10000 (95.75%), error:      1764.42078, best error:      1484.38135 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.7186203003s, input_fired_time: 0.6897981763, output_fired_time: 0.5940481424, propagate_forward_time: 23.6677742004, propagate_backward_time: 36.2113685608, weight_update_time: 0.1158652231, other_time: 2.5556335449
epoch time: 5.5273175240s, input_fired_time: 0.0919869542, output_fired_time: 0.0000000000, propagate_forward_time: 4.9822230339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531073570
validation[          , genome  1890] predictions:    9540/  10000 (95.40%), best:    9575/10000 (95.75%), error:      1607.20068, best error:      1484.38135 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.9778976440s, input_fired_time: 0.6920345426, output_fired_time: 0.6018167734, propagate_forward_time: 24.2080478668, propagate_backward_time: 36.9667015076, weight_update_time: 0.1146859974, other_time: 2.5092964172
epoch time: 5.5274434090s, input_fired_time: 0.0917831585, output_fired_time: 0.0000000000, propagate_forward_time: 4.9777388573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579215050
validation[          , genome  1890] predictions:    9573/  10000 (95.73%), best:    9575/10000 (95.75%), error:      1511.25464, best error:      1484.38135 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.7042388916s, input_fired_time: 0.6862174273, output_fired_time: 0.5896319151, propagate_forward_time: 23.6472167969, propagate_backward_time: 36.2375869751, weight_update_time: 0.1145861596, other_time: 2.5435867310
epoch time: 5.3832693100s, input_fired_time: 0.0911697820, output_fired_time: 0.0000000000, propagate_forward_time: 4.8194708824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726285934
validation[          , genome  1890] predictions:    9559/  10000 (95.59%), best:    9575/10000 (95.75%), error:      1532.37805, best error:      1484.38135 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.7148513794s, input_fired_time: 0.6959358454, output_fired_time: 0.6115916967, propagate_forward_time: 24.5326805115, propagate_backward_time: 37.3504066467, weight_update_time: 0.1167949215, other_time: 2.5242309570
epoch time: 5.4793548584s, input_fired_time: 0.0892042220, output_fired_time: 0.0000000000, propagate_forward_time: 4.9520492554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381012917
validation[          , genome  1890] predictions:    9547/  10000 (95.47%), best:    9575/10000 (95.75%), error:      1549.75708, best error:      1484.38135 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.5330734253s, input_fired_time: 0.7013546824, output_fired_time: 0.6145585179, propagate_forward_time: 24.3783416748, propagate_backward_time: 37.2366752625, weight_update_time: 0.1193017140, other_time: 2.6021461487
epoch time: 5.4606194496s, input_fired_time: 0.0873144194, output_fired_time: 0.0000000000, propagate_forward_time: 4.9440479279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292569160
validation[          , genome  1890] predictions:    9512/  10000 (95.12%), best:    9575/10000 (95.75%), error:      1641.28259, best error:      1484.38135 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.6034088135s, input_fired_time: 0.6923558712, output_fired_time: 0.6102817655, propagate_forward_time: 24.5026874542, propagate_backward_time: 37.2717628479, weight_update_time: 0.1158523411, other_time: 2.5263252258
epoch time: 5.4766373634s, input_fired_time: 0.0878469124, output_fired_time: 0.0000000000, propagate_forward_time: 4.9554872513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333033562
validation[          , genome  1890] predictions:    9559/  10000 (95.59%), best:    9575/10000 (95.75%), error:      1505.37000, best error:      1484.38135 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.3379592896s, input_fired_time: 0.7027499676, output_fired_time: 0.6121039391, propagate_forward_time: 24.3325634003, propagate_backward_time: 37.1121025085, weight_update_time: 0.1177052632, other_time: 2.5784339905
epoch time: 5.4236435890s, input_fired_time: 0.0872151256, output_fired_time: 0.0000000000, propagate_forward_time: 4.9076595306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287691116
validation[          , genome  1890] predictions:    9571/  10000 (95.71%), best:    9575/10000 (95.75%), error:      1487.44617, best error:      1484.38135 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.3528442383s, input_fired_time: 0.6895800829, output_fired_time: 0.6072313786, propagate_forward_time: 24.3706779480, propagate_backward_time: 37.1648712158, weight_update_time: 0.1158882156, other_time: 2.5204811096
epoch time: 5.4910802841s, input_fired_time: 0.0905994251, output_fired_time: 0.0000000000, propagate_forward_time: 4.9411273003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593534470
validation[          , genome  1890] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1522.03918, best error:      1484.38135 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.1585235596s, input_fired_time: 0.6915714741, output_fired_time: 0.6090049744, propagate_forward_time: 24.2449417114, propagate_backward_time: 37.0744323730, weight_update_time: 0.1162793711, other_time: 2.5385704041
epoch time: 5.3962473869s, input_fired_time: 0.0893946886, output_fired_time: 0.0000000000, propagate_forward_time: 4.8655099869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413428307
validation[          , genome  1890] predictions:    9559/  10000 (95.59%), best:    9575/10000 (95.75%), error:      1503.34180, best error:      1484.38135 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.5742340088s, input_fired_time: 0.7071185112, output_fired_time: 0.6138761044, propagate_forward_time: 24.4164123535, propagate_backward_time: 37.2151374817, weight_update_time: 0.1199161336, other_time: 2.6216926575
epoch time: 5.1249690056s, input_fired_time: 0.0891258940, output_fired_time: 0.0000000000, propagate_forward_time: 4.5906949043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451479912
validation[          , genome  1890] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1483.51624, best error:      1483.51624 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.5322570801s, input_fired_time: 0.7017250061, output_fired_time: 0.6083721519, propagate_forward_time: 24.4368629456, propagate_backward_time: 37.2300720215, weight_update_time: 0.1171149239, other_time: 2.5552253723
epoch time: 5.4554738998s, input_fired_time: 0.0887536556, output_fired_time: 0.0000000000, propagate_forward_time: 4.9304881096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362320900
validation[          , genome  1890] predictions:    9549/  10000 (95.49%), best:    9585/10000 (95.85%), error:      1519.68738, best error:      1483.51624 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.9382324219s, input_fired_time: 0.7011777163, output_fired_time: 0.6148446202, propagate_forward_time: 24.6312122345, propagate_backward_time: 37.4654273987, weight_update_time: 0.1167959869, other_time: 2.5255699158
epoch time: 5.4396038055s, input_fired_time: 0.0910632983, output_fired_time: 0.0000000000, propagate_forward_time: 4.8946423531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538979530
validation[          , genome  1890] predictions:    9571/  10000 (95.71%), best:    9585/10000 (95.85%), error:      1485.98572, best error:      1483.51624 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.4138717651s, input_fired_time: 0.6992237568, output_fired_time: 0.6084165573, propagate_forward_time: 24.3367328644, propagate_backward_time: 37.2025413513, weight_update_time: 0.1167468131, other_time: 2.5669593811
epoch time: 5.2312698364s, input_fired_time: 0.0878238529, output_fired_time: 0.0000000000, propagate_forward_time: 4.7107682228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326777458
validation[          , genome  1890] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1452.90552, best error:      1452.90552 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 65.7594833374s, input_fired_time: 0.7014130950, output_fired_time: 0.6114830971, propagate_forward_time: 24.5820827484, propagate_backward_time: 37.3211860657, weight_update_time: 0.1167673096, other_time: 2.5433158875
epoch time: 5.4529142380s, input_fired_time: 0.0891857818, output_fired_time: 0.0000000000, propagate_forward_time: 4.9322566986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314718246
validation[          , genome  1890] predictions:    9575/  10000 (95.75%), best:    9576/10000 (95.76%), error:      1495.02197, best error:      1452.90552 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.4231643677s, input_fired_time: 0.7020767927, output_fired_time: 0.6089684367, propagate_forward_time: 24.3789119720, propagate_backward_time: 37.1733589172, weight_update_time: 0.1170852557, other_time: 2.5598411560
epoch time: 5.4577050209s, input_fired_time: 0.0895708129, output_fired_time: 0.0000000000, propagate_forward_time: 4.9266204834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415135384
validation[          , genome  1890] predictions:    9546/  10000 (95.46%), best:    9576/10000 (95.76%), error:      1522.93262, best error:      1452.90552 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.6509017944s, input_fired_time: 0.7020507455, output_fired_time: 0.6099991202, propagate_forward_time: 24.5031204224, propagate_backward_time: 37.2774734497, weight_update_time: 0.1166807562, other_time: 2.5582580566
epoch time: 5.4814596176s, input_fired_time: 0.0907212794, output_fired_time: 0.0000000000, propagate_forward_time: 4.9364390373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542994499
validation[          , genome  1890] predictions:    9584/  10000 (95.84%), best:    9576/10000 (95.76%), error:      1460.67822, best error:      1452.90552 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 65.4227294922s, input_fired_time: 0.6994708776, output_fired_time: 0.6077262759, propagate_forward_time: 24.3210258484, propagate_backward_time: 37.2445449829, weight_update_time: 0.1167396456, other_time: 2.5499610901
epoch time: 5.4500241280s, input_fired_time: 0.0922797918, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935494423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641947746
validation[          , genome  1890] predictions:    9563/  10000 (95.63%), best:    9576/10000 (95.76%), error:      1480.43982, best error:      1452.90552 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 65.5019989014s, input_fired_time: 0.6963732839, output_fired_time: 0.6068519354, propagate_forward_time: 24.4077167511, propagate_backward_time: 37.2561569214, weight_update_time: 0.1161754206, other_time: 2.5349044800
epoch time: 5.4765882492s, input_fired_time: 0.0888862833, output_fired_time: 0.0000000000, propagate_forward_time: 4.9563846588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313173294
validation[          , genome  1890] predictions:    9560/  10000 (95.60%), best:    9576/10000 (95.76%), error:      1508.27441, best error:      1452.90552 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.5224227905s, input_fired_time: 0.7059122324, output_fired_time: 0.6134591699, propagate_forward_time: 24.4495449066, propagate_backward_time: 37.1775703430, weight_update_time: 0.1171543822, other_time: 2.5759391785
epoch time: 5.3858952522s, input_fired_time: 0.0912660435, output_fired_time: 0.0000000000, propagate_forward_time: 4.8559451103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386839867
validation[          , genome  1890] predictions:    9542/  10000 (95.42%), best:    9576/10000 (95.76%), error:      1549.42834, best error:      1452.90552 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.4013290405s, input_fired_time: 0.6992557049, output_fired_time: 0.6116564274, propagate_forward_time: 24.4139537811, propagate_backward_time: 37.1453247070, weight_update_time: 0.1170693561, other_time: 2.5311355591
epoch time: 5.4908785820s, input_fired_time: 0.0918097794, output_fired_time: 0.0000000000, propagate_forward_time: 4.9519801140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470887184
validation[          , genome  1890] predictions:    9584/  10000 (95.84%), best:    9576/10000 (95.76%), error:      1472.25500, best error:      1452.90552 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.7223434448s, input_fired_time: 0.7023195624, output_fired_time: 0.6114408374, propagate_forward_time: 24.5142955780, propagate_backward_time: 37.3234405518, weight_update_time: 0.1163878739, other_time: 2.5708465576
epoch time: 5.0904612541s, input_fired_time: 0.0910796970, output_fired_time: 0.0000000000, propagate_forward_time: 4.5453982353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539833069
validation[          , genome  1890] predictions:    9579/  10000 (95.79%), best:    9576/10000 (95.76%), error:      1480.22498, best error:      1452.90552 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.9388961792s, input_fired_time: 0.7016863227, output_fired_time: 0.6143917441, propagate_forward_time: 24.6297168732, propagate_backward_time: 37.4368515015, weight_update_time: 0.1182577386, other_time: 2.5562515259
epoch time: 5.4100995064s, input_fired_time: 0.0938040167, output_fired_time: 0.0000000000, propagate_forward_time: 4.8613533974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549422264
validation[          , genome  1890] predictions:    9563/  10000 (95.63%), best:    9576/10000 (95.76%), error:      1513.26062, best error:      1452.90552 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.6260299683s, input_fired_time: 0.7000924945, output_fired_time: 0.6107469201, propagate_forward_time: 24.5559272766, propagate_backward_time: 37.2431983948, weight_update_time: 0.1158892363, other_time: 2.5160598755
epoch time: 5.4000377655s, input_fired_time: 0.0898191258, output_fired_time: 0.0000000000, propagate_forward_time: 4.8771371841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330816269
validation[          , genome  1890] predictions:    9580/  10000 (95.80%), best:    9576/10000 (95.76%), error:      1469.73840, best error:      1452.90552 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.5268630981s, input_fired_time: 0.7058040500, output_fired_time: 0.6120532751, propagate_forward_time: 24.4403591156, propagate_backward_time: 37.2130317688, weight_update_time: 0.1176863313, other_time: 2.5556144714
epoch time: 5.2829718590s, input_fired_time: 0.0917324573, output_fired_time: 0.0000000000, propagate_forward_time: 4.7467155457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445238113
validation[          , genome  1890] predictions:    9577/  10000 (95.77%), best:    9576/10000 (95.76%), error:      1479.77405, best error:      1452.90552 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.9503707886s, input_fired_time: 0.7129673958, output_fired_time: 0.6166854501, propagate_forward_time: 24.6469841003, propagate_backward_time: 37.3651046753, weight_update_time: 0.1184497103, other_time: 2.6086311340
epoch time: 5.4334759712s, input_fired_time: 0.0908036903, output_fired_time: 0.0000000000, propagate_forward_time: 4.8905329704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521393776
validation[          , genome  1890] predictions:    9581/  10000 (95.81%), best:    9576/10000 (95.76%), error:      1480.53040, best error:      1452.90552 on epoch:    88, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 27.6326560974s, input_fired_time: 0.4644240141, output_fired_time: 0.0000000000, propagate_forward_time: 24.7367229462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4315090179
best training[          , genome  1890] predictions:   48580/  50000 (97.16%), best:    9576/10000 (95.76%), error:      5157.84033, best error:      1452.90552 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.4902367592s, input_fired_time: 0.0883087516, output_fired_time: 0.0000000000, propagate_forward_time: 4.9681887627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337391853
   testing[          , genome  1890] predictions:    9601/  10000 (96.01%), best:    9576/10000 (95.76%), error:      1341.43811, best error:      1452.90552 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:15:19 (792): called boinc_finish(0)

</stderr_txt>
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