Nameexact_genome_1512568488_41_6875_1
Workunit2605627
Created7 Dec 2017, 22:27:38 UTC
Sent7 Dec 2017, 22:32:10 UTC
Report deadline17 Dec 2017, 13:10:36 UTC
Received8 Dec 2017, 17:21:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 48 min 50 sec
CPU time4 hours 48 min 28 sec
Validate stateValid
Credit2,402.51
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.75 MB
Peak swap size152.45 MB
Peak disk usage1.17 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
82, weight_update_time: 0.1414139271, other_time: 2.9079971313
epoch time: 12.4144048691s, input_fired_time: 0.1587753743, output_fired_time: 0.0000000000, propagate_forward_time: 11.7375659943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180635452
validation[          , genome  6875] predictions:    9657/  10000 (96.57%), best:    9710/10000 (97.10%), error:      1152.25073, best error:      1017.22266 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 156.6285552979s, input_fired_time: 1.4163502455, output_fired_time: 1.0086981058, propagate_forward_time: 61.7926559448, propagate_backward_time: 89.4322814941, weight_update_time: 0.1489524543, other_time: 2.9785690308
epoch time: 13.2116794586s, input_fired_time: 0.1635840386, output_fired_time: 0.0000000000, propagate_forward_time: 12.5127239227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353717804
validation[          , genome  6875] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       975.23608, best error:       975.23608 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 158.9381408691s, input_fired_time: 1.4286186695, output_fired_time: 1.0265074968, propagate_forward_time: 62.5932426453, propagate_backward_time: 90.9242248535, weight_update_time: 0.1497797966, other_time: 2.9655456543
epoch time: 13.2503280640s, input_fired_time: 0.1629601270, output_fired_time: 0.0000000000, propagate_forward_time: 12.5526323318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347356796
validation[          , genome  6875] predictions:    9600/  10000 (96.00%), best:    9709/10000 (97.09%), error:      1293.53516, best error:       975.23608 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 158.8156127930s, input_fired_time: 1.4237084389, output_fired_time: 1.0217366219, propagate_forward_time: 62.5423355103, propagate_backward_time: 90.8620910645, weight_update_time: 0.1511021256, other_time: 2.9657363892
epoch time: 13.2031002045s, input_fired_time: 0.1638012826, output_fired_time: 0.0000000000, propagate_forward_time: 12.5090999603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301990509
validation[          , genome  6875] predictions:    9688/  10000 (96.88%), best:    9709/10000 (97.09%), error:      1054.09424, best error:       975.23608 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 157.1357727051s, input_fired_time: 1.4095231295, output_fired_time: 1.0082352161, propagate_forward_time: 61.9487304688, propagate_backward_time: 89.8627090454, weight_update_time: 0.1480344385, other_time: 2.9065628052
epoch time: 13.1677236557s, input_fired_time: 0.1645892411, output_fired_time: 0.0000000000, propagate_forward_time: 12.4762620926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268726349
validation[          , genome  6875] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:      1061.49036, best error:       975.23608 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 158.7005462646s, input_fired_time: 1.4167556763, output_fired_time: 1.0115846395, propagate_forward_time: 62.4147377014, propagate_backward_time: 90.9249191284, weight_update_time: 0.1498105377, other_time: 2.9325485229
epoch time: 13.2094640732s, input_fired_time: 0.1654044837, output_fired_time: 0.0000000000, propagate_forward_time: 12.5111274719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329322815
validation[          , genome  6875] predictions:    9618/  10000 (96.18%), best:    9709/10000 (97.09%), error:      1207.74280, best error:       975.23608 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 158.5064544678s, input_fired_time: 1.4353259802, output_fired_time: 1.0040559769, propagate_forward_time: 62.3768920898, propagate_backward_time: 90.7171936035, weight_update_time: 0.1486279666, other_time: 2.9729766846
epoch time: 13.2182254791s, input_fired_time: 0.1644321829, output_fired_time: 0.0000000000, propagate_forward_time: 12.5253696442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284233093
validation[          , genome  6875] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       935.73749, best error:       935.73749 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 158.8337707520s, input_fired_time: 1.4308227301, output_fired_time: 1.0227918625, propagate_forward_time: 62.5178260803, propagate_backward_time: 90.8771972656, weight_update_time: 0.1506861895, other_time: 2.9851379395
epoch time: 13.2486724854s, input_fired_time: 0.1639138907, output_fired_time: 0.0000000000, propagate_forward_time: 12.5563182831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284404755
validation[          , genome  6875] predictions:    9714/  10000 (97.14%), best:    9704/10000 (97.04%), error:       969.12408, best error:       935.73749 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 159.1307067871s, input_fired_time: 1.4288196564, output_fired_time: 1.0268870592, propagate_forward_time: 62.7384605408, propagate_backward_time: 90.9721832275, weight_update_time: 0.1498695612, other_time: 2.9643554688
epoch time: 13.2588386536s, input_fired_time: 0.1646681726, output_fired_time: 0.0000000000, propagate_forward_time: 12.5711793900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229911804
validation[          , genome  6875] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:       990.60986, best error:       935.73749 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 157.4953460693s, input_fired_time: 1.4217591286, output_fired_time: 1.0158468485, propagate_forward_time: 62.0931167603, propagate_backward_time: 90.0248489380, weight_update_time: 0.1483192891, other_time: 2.9397735596
epoch time: 12.8349876404s, input_fired_time: 0.1643575430, output_fired_time: 0.0000000000, propagate_forward_time: 12.1503486633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202817917
validation[          , genome  6875] predictions:    9711/  10000 (97.11%), best:    9704/10000 (97.04%), error:       953.41052, best error:       935.73749 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 158.9111938477s, input_fired_time: 1.4284861088, output_fired_time: 1.0207872391, propagate_forward_time: 62.6564941406, propagate_backward_time: 90.8441390991, weight_update_time: 0.1520259827, other_time: 2.9612960815
epoch time: 13.2431478500s, input_fired_time: 0.1632158458, output_fired_time: 0.0000000000, propagate_forward_time: 12.5556612015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242710114
validation[          , genome  6875] predictions:    9710/  10000 (97.10%), best:    9704/10000 (97.04%), error:       983.02423, best error:       935.73749 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 158.5612640381s, input_fired_time: 1.4292646646, output_fired_time: 1.0283766985, propagate_forward_time: 62.3907737732, propagate_backward_time: 90.7629318237, weight_update_time: 0.1495373249, other_time: 2.9499130249
epoch time: 13.2044715881s, input_fired_time: 0.1646348536, output_fired_time: 0.0000000000, propagate_forward_time: 12.5166940689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231428146
validation[          , genome  6875] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       923.88226, best error:       923.88226 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 158.6010284424s, input_fired_time: 1.4242180586, output_fired_time: 1.0278930664, propagate_forward_time: 62.4383125305, propagate_backward_time: 90.7630920410, weight_update_time: 0.1506779492, other_time: 2.9475097656
epoch time: 13.2329530716s, input_fired_time: 0.1652831584, output_fired_time: 0.0000000000, propagate_forward_time: 12.5336799622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339899063
validation[          , genome  6875] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       947.43921, best error:       923.88226 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 158.3770294189s, input_fired_time: 1.4276381731, output_fired_time: 1.0193209648, propagate_forward_time: 62.4376373291, propagate_backward_time: 90.5706024170, weight_update_time: 0.1493239552, other_time: 2.9218292236
epoch time: 13.1604976654s, input_fired_time: 0.1646561474, output_fired_time: 0.0000000000, propagate_forward_time: 12.4741106033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217313766
validation[          , genome  6875] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       931.89105, best error:       923.88226 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 158.2318420410s, input_fired_time: 1.4202635288, output_fired_time: 1.0170093775, propagate_forward_time: 62.3414497375, propagate_backward_time: 90.5241165161, weight_update_time: 0.1490786672, other_time: 2.9290084839
epoch time: 13.2280101776s, input_fired_time: 0.1663342863, output_fired_time: 0.0000000000, propagate_forward_time: 12.5340051651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276708603
validation[          , genome  6875] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       973.98492, best error:       923.88226 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 158.3305664062s, input_fired_time: 1.4225531816, output_fired_time: 1.0149211884, propagate_forward_time: 62.4627380371, propagate_backward_time: 90.5047531128, weight_update_time: 0.1494244188, other_time: 2.9256057739
epoch time: 13.2522907257s, input_fired_time: 0.1651780754, output_fired_time: 0.0000000000, propagate_forward_time: 12.5628156662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242967606
validation[          , genome  6875] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       928.16278, best error:       923.88226 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 158.7637786865s, input_fired_time: 1.4255312681, output_fired_time: 1.0268079042, propagate_forward_time: 62.5729293823, propagate_backward_time: 90.7713623047, weight_update_time: 0.1498946697, other_time: 2.9671401978
epoch time: 13.2075147629s, input_fired_time: 0.1646169573, output_fired_time: 0.0000000000, propagate_forward_time: 12.5160245895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268735886
validation[          , genome  6875] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       905.35730, best error:       905.35730 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 158.4277648926s, input_fired_time: 1.4243409634, output_fired_time: 1.0255916119, propagate_forward_time: 62.3314590454, propagate_backward_time: 90.7147827148, weight_update_time: 0.1485530287, other_time: 2.9315872192
epoch time: 13.2240133286s, input_fired_time: 0.1640635133, output_fired_time: 0.0000000000, propagate_forward_time: 12.5317726135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281772614
validation[          , genome  6875] predictions:    9720/  10000 (97.20%), best:    9713/10000 (97.13%), error:       955.51056, best error:       905.35730 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 155.8049774170s, input_fired_time: 1.4118604660, output_fired_time: 1.0072178841, propagate_forward_time: 61.2774620056, propagate_backward_time: 89.1833953857, weight_update_time: 0.1477253437, other_time: 2.9250335693
epoch time: 13.2280445099s, input_fired_time: 0.1652604789, output_fired_time: 0.0000000000, propagate_forward_time: 12.5354490280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273351669
validation[          , genome  6875] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       934.15454, best error:       905.35730 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 157.4337768555s, input_fired_time: 1.4177600145, output_fired_time: 1.0127060413, propagate_forward_time: 62.0567321777, propagate_backward_time: 90.0248107910, weight_update_time: 0.1483724415, other_time: 2.9217681885
epoch time: 12.4950723648s, input_fired_time: 0.1584273279, output_fired_time: 0.0000000000, propagate_forward_time: 11.8299627304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066823959
validation[          , genome  6875] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       891.10217, best error:       891.10217 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 151.3823699951s, input_fired_time: 1.3906390667, output_fired_time: 0.9879742861, propagate_forward_time: 59.6084747314, propagate_backward_time: 86.5105438232, weight_update_time: 0.1444831342, other_time: 2.8847351074
epoch time: 13.1832418442s, input_fired_time: 0.1642941386, output_fired_time: 0.0000000000, propagate_forward_time: 12.4933328629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256147385
validation[          , genome  6875] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       857.83112, best error:       857.83112 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 154.8635559082s, input_fired_time: 1.4122546911, output_fired_time: 1.0066326857, propagate_forward_time: 61.0839958191, propagate_backward_time: 88.4604415894, weight_update_time: 0.1460077614, other_time: 2.9002151489
epoch time: 11.2171306610s, input_fired_time: 0.1497597992, output_fired_time: 0.0000000000, propagate_forward_time: 10.5783624649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890079498
validation[          , genome  6875] predictions:    9679/  10000 (96.79%), best:    9757/10000 (97.57%), error:      1071.71826, best error:       857.83112 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 151.6279754639s, input_fired_time: 1.4041774273, output_fired_time: 0.9957780838, propagate_forward_time: 59.7080879211, propagate_backward_time: 86.6321563721, weight_update_time: 0.1451675296, other_time: 2.8877868652
epoch time: 13.2414321899s, input_fired_time: 0.1668946594, output_fired_time: 0.0000000000, propagate_forward_time: 12.5493545532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251827240
validation[          , genome  6875] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       933.75403, best error:       857.83112 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 159.2368316650s, input_fired_time: 1.4323910475, output_fired_time: 1.0247455835, propagate_forward_time: 62.7362174988, propagate_backward_time: 91.1200637817, weight_update_time: 0.1500610858, other_time: 2.9234085083
epoch time: 13.2404680252s, input_fired_time: 0.1658716798, output_fired_time: 0.0000000000, propagate_forward_time: 12.5484209061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261754990
validation[          , genome  6875] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:       975.67963, best error:       857.83112 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 159.4177703857s, input_fired_time: 1.4405368567, output_fired_time: 1.0349693298, propagate_forward_time: 62.7675666809, propagate_backward_time: 91.2533721924, weight_update_time: 0.1494829804, other_time: 2.9213256836
epoch time: 13.2373771667s, input_fired_time: 0.1667200625, output_fired_time: 0.0000000000, propagate_forward_time: 12.5483407974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223159790
validation[          , genome  6875] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       883.67529, best error:       857.83112 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 158.6295623779s, input_fired_time: 1.4310438633, output_fired_time: 1.0206301212, propagate_forward_time: 62.5215530396, propagate_backward_time: 90.7481765747, weight_update_time: 0.1492443830, other_time: 2.9081573486
epoch time: 13.2560482025s, input_fired_time: 0.1671769619, output_fired_time: 0.0000000000, propagate_forward_time: 12.5442104340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446605682
validation[          , genome  6875] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       866.70087, best error:       857.83112 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 159.1442871094s, input_fired_time: 1.4377428293, output_fired_time: 1.0352715254, propagate_forward_time: 62.7163696289, propagate_backward_time: 91.0439147949, weight_update_time: 0.1495288461, other_time: 2.9109802246
epoch time: 13.2275371552s, input_fired_time: 0.1681794226, output_fired_time: 0.0000000000, propagate_forward_time: 12.5245475769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348100662
validation[          , genome  6875] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       792.74658, best error:       792.74658 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 159.2799072266s, input_fired_time: 1.4363205433, output_fired_time: 1.0327019691, propagate_forward_time: 62.7095146179, propagate_backward_time: 91.1639480591, weight_update_time: 0.1506518871, other_time: 2.9374160767
epoch time: 13.2476701736s, input_fired_time: 0.1661924869, output_fired_time: 0.0000000000, propagate_forward_time: 12.5542612076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272169113
validation[          , genome  6875] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       894.77399, best error:       792.74658 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 159.5174102783s, input_fired_time: 1.4394023418, output_fired_time: 1.0254938602, propagate_forward_time: 62.8986053467, propagate_backward_time: 91.1904907227, weight_update_time: 0.1503081918, other_time: 2.9634094238
epoch time: 12.5907754898s, input_fired_time: 0.1628579646, output_fired_time: 0.0000000000, propagate_forward_time: 11.9068517685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210657120
validation[          , genome  6875] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       925.98706, best error:       792.74658 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 157.8431091309s, input_fired_time: 1.4477537870, output_fired_time: 1.0239453316, propagate_forward_time: 62.2710456848, propagate_backward_time: 90.1460113525, weight_update_time: 0.1502678543, other_time: 2.9543609619
epoch time: 13.2201251984s, input_fired_time: 0.1658488810, output_fired_time: 0.0000000000, propagate_forward_time: 12.5253086090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289678574
validation[          , genome  6875] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       844.43878, best error:       792.74658 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 157.6706542969s, input_fired_time: 1.4304388762, output_fired_time: 1.0193964243, propagate_forward_time: 62.1631660461, propagate_backward_time: 90.1505889893, weight_update_time: 0.1481413990, other_time: 2.9070739746
epoch time: 13.2185306549s, input_fired_time: 0.1645277590, output_fired_time: 0.0000000000, propagate_forward_time: 12.5299205780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240821838
validation[          , genome  6875] predictions:    9638/  10000 (96.38%), best:    9782/10000 (97.82%), error:      1159.17065, best error:       792.74658 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 153.2680816650s, input_fired_time: 1.4101678133, output_fired_time: 0.9969272614, propagate_forward_time: 60.4382362366, propagate_backward_time: 87.5384521484, weight_update_time: 0.1450081617, other_time: 2.8842926025
epoch time: 12.7645988464s, input_fired_time: 0.1621845514, output_fired_time: 0.0000000000, propagate_forward_time: 12.0877065659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147075653
validation[          , genome  6875] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       896.50940, best error:       792.74658 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 154.3214721680s, input_fired_time: 1.4166002274, output_fired_time: 0.9985547066, propagate_forward_time: 60.9035682678, propagate_backward_time: 88.1177825928, weight_update_time: 0.1444595456, other_time: 2.8849792480
epoch time: 13.2228469849s, input_fired_time: 0.1687597334, output_fired_time: 0.0000000000, propagate_forward_time: 12.5270452499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270423889
validation[          , genome  6875] predictions:    9713/  10000 (97.13%), best:    9782/10000 (97.82%), error:       987.34332, best error:       792.74658 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 158.9200744629s, input_fired_time: 1.4362146854, output_fired_time: 1.0192192793, propagate_forward_time: 62.6463432312, propagate_backward_time: 90.8779449463, weight_update_time: 0.1489684880, other_time: 2.9403381348
epoch time: 13.2270011902s, input_fired_time: 0.1675942093, output_fired_time: 0.0000000000, propagate_forward_time: 12.5332622528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261449814
validation[          , genome  6875] predictions:    9739/  10000 (97.39%), best:    9782/10000 (97.82%), error:       868.71582, best error:       792.74658 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 158.3996582031s, input_fired_time: 1.4406909943, output_fired_time: 1.0271985531, propagate_forward_time: 62.3794326782, propagate_backward_time: 90.6165084839, weight_update_time: 0.1498459876, other_time: 2.9358367920
epoch time: 13.2172880173s, input_fired_time: 0.1670352817, output_fired_time: 0.0000000000, propagate_forward_time: 12.5252513885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250015259
validation[          , genome  6875] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       944.56097, best error:       792.74658 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 156.8970336914s, input_fired_time: 1.4326814413, output_fired_time: 1.0242530107, propagate_forward_time: 61.7932090759, propagate_backward_time: 89.7141342163, weight_update_time: 0.1502330601, other_time: 2.9327621460
epoch time: 13.2391862869s, input_fired_time: 0.1660264730, output_fired_time: 0.0000000000, propagate_forward_time: 12.5453252792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278348923
validation[          , genome  6875] predictions:    9676/  10000 (96.76%), best:    9782/10000 (97.82%), error:      1063.48145, best error:       792.74658 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 155.7500000000s, input_fired_time: 1.4228876829, output_fired_time: 1.0108067989, propagate_forward_time: 61.2463150024, propagate_backward_time: 89.1558609009, weight_update_time: 0.1481593251, other_time: 2.9141387939
epoch time: 13.1607809067s, input_fired_time: 0.1660479307, output_fired_time: 0.0000000000, propagate_forward_time: 12.4699153900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248174667
validation[          , genome  6875] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       870.59698, best error:       792.74658 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 154.8375091553s, input_fired_time: 1.4135547876, output_fired_time: 1.0037707090, propagate_forward_time: 61.1718597412, propagate_backward_time: 88.3563613892, weight_update_time: 0.1468800008, other_time: 2.8919601440
epoch time: 12.4908533096s, input_fired_time: 0.1589321494, output_fired_time: 0.0000000000, propagate_forward_time: 11.8243608475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075607300
validation[          , genome  6875] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       897.94458, best error:       792.74658 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 151.1134033203s, input_fired_time: 1.4024772644, output_fired_time: 0.9840879440, propagate_forward_time: 59.6170272827, propagate_backward_time: 86.2434616089, weight_update_time: 0.1422701627, other_time: 2.8663482666
epoch time: 13.2214384079s, input_fired_time: 0.1674867570, output_fired_time: 0.0000000000, propagate_forward_time: 12.5346965790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192546844
validation[          , genome  6875] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       917.42859, best error:       792.74658 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 158.7327270508s, input_fired_time: 1.4395045042, output_fired_time: 1.0229456425, propagate_forward_time: 62.5202941895, propagate_backward_time: 90.8210678101, weight_update_time: 0.1500873268, other_time: 2.9289169312
epoch time: 13.1860628128s, input_fired_time: 0.1667293757, output_fired_time: 0.0000000000, propagate_forward_time: 12.4915161133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278177261
validation[          , genome  6875] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       807.90881, best error:       792.74658 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 159.0060577393s, input_fired_time: 1.4470614195, output_fired_time: 1.0345799923, propagate_forward_time: 62.5908508301, propagate_backward_time: 90.9946823120, weight_update_time: 0.1501331180, other_time: 2.9388809204
epoch time: 13.2196741104s, input_fired_time: 0.1669831127, output_fired_time: 0.0000000000, propagate_forward_time: 12.5309047699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217866898
validation[          , genome  6875] predictions:    9702/  10000 (97.02%), best:    9782/10000 (97.82%), error:      1006.88605, best error:       792.74658 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 158.8700866699s, input_fired_time: 1.4456167221, output_fired_time: 1.0261814594, propagate_forward_time: 62.5844230652, propagate_backward_time: 90.8619918823, weight_update_time: 0.1509442478, other_time: 2.9518661499
epoch time: 13.2121400833s, input_fired_time: 0.1707617193, output_fired_time: 0.0000000000, propagate_forward_time: 12.5110483170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303297043
validation[          , genome  6875] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       807.00183, best error:       792.74658 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 158.1682281494s, input_fired_time: 1.4411517382, output_fired_time: 1.0234856606, propagate_forward_time: 62.3054199219, propagate_backward_time: 90.4675827026, weight_update_time: 0.1475646794, other_time: 2.9305953979
epoch time: 13.1814260483s, input_fired_time: 0.1690041423, output_fired_time: 0.0000000000, propagate_forward_time: 12.4765348434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358867645
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       838.68573, best error:       792.74658 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.8789978027s, input_fired_time: 1.3994456530, output_fired_time: 0.9802626371, propagate_forward_time: 59.0022544861, propagate_backward_time: 85.6335449219, weight_update_time: 0.1433263868, other_time: 2.8634948730
epoch time: 13.2242259979s, input_fired_time: 0.1689815074, output_fired_time: 0.0000000000, propagate_forward_time: 12.5341005325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211439133
validation[          , genome  6875] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       878.32556, best error:       792.74658 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 158.4991760254s, input_fired_time: 1.4375855923, output_fired_time: 1.0306963921, propagate_forward_time: 62.4688911438, propagate_backward_time: 90.6335601807, weight_update_time: 0.1493431181, other_time: 2.9284362793
epoch time: 13.2169790268s, input_fired_time: 0.1679917425, output_fired_time: 0.0000000000, propagate_forward_time: 12.5246791840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243082047
validation[          , genome  6875] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       876.78577, best error:       792.74658 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 158.9020538330s, input_fired_time: 1.4496235847, output_fired_time: 1.0190236568, propagate_forward_time: 62.5956230164, propagate_backward_time: 90.8892211914, weight_update_time: 0.1494045556, other_time: 2.9485473633
epoch time: 13.0931615829s, input_fired_time: 0.1684348732, output_fired_time: 0.0000000000, propagate_forward_time: 12.4007139206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240125656
validation[          , genome  6875] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       898.92609, best error:       792.74658 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 159.0523071289s, input_fired_time: 1.4493404627, output_fired_time: 1.0263061523, propagate_forward_time: 62.6334762573, propagate_backward_time: 90.9705352783, weight_update_time: 0.1503774375, other_time: 2.9726486206
epoch time: 13.2290372849s, input_fired_time: 0.1677636951, output_fired_time: 0.0000000000, propagate_forward_time: 12.5293378830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319356918
validation[          , genome  6875] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       845.14270, best error:       792.74658 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 154.1978912354s, input_fired_time: 1.4232610464, output_fired_time: 1.0032858849, propagate_forward_time: 60.7157516479, propagate_backward_time: 88.1715164185, weight_update_time: 0.1455590725, other_time: 2.8840789795
epoch time: 13.1609067917s, input_fired_time: 0.1686245799, output_fired_time: 0.0000000000, propagate_forward_time: 12.4686079025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236740112
validation[          , genome  6875] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       818.21393, best error:       792.74658 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 158.9531555176s, input_fired_time: 1.4478558302, output_fired_time: 1.0245409012, propagate_forward_time: 62.6045684814, propagate_backward_time: 90.9328460693, weight_update_time: 0.1512265205, other_time: 2.9433441162
epoch time: 13.2659111023s, input_fired_time: 0.1703269035, output_fired_time: 0.0000000000, propagate_forward_time: 12.5641622543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314216614
validation[          , genome  6875] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       891.45251, best error:       792.74658 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 159.0945281982s, input_fired_time: 1.4559230804, output_fired_time: 1.0350793600, propagate_forward_time: 62.7125778198, propagate_backward_time: 90.9389419556, weight_update_time: 0.1504260004, other_time: 2.9520111084
epoch time: 13.0743198395s, input_fired_time: 0.1692614853, output_fired_time: 0.0000000000, propagate_forward_time: 12.3799619675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250959396
validation[          , genome  6875] predictions:    9698/  10000 (96.98%), best:    9782/10000 (97.82%), error:      1034.63696, best error:       792.74658 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 158.7261810303s, input_fired_time: 1.4438103437, output_fired_time: 1.0217223167, propagate_forward_time: 62.6256027222, propagate_backward_time: 90.7050094604, weight_update_time: 0.1491342932, other_time: 2.9300231934
epoch time: 13.2096290588s, input_fired_time: 0.1696078926, output_fired_time: 0.0000000000, propagate_forward_time: 12.5169363022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230846405
validation[          , genome  6875] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       913.60901, best error:       792.74658 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 158.6290283203s, input_fired_time: 1.4478358030, output_fired_time: 1.0144008398, propagate_forward_time: 62.5599746704, propagate_backward_time: 90.6413421631, weight_update_time: 0.1496487409, other_time: 2.9654769897
epoch time: 13.2325420380s, input_fired_time: 0.1721138954, output_fired_time: 0.0000000000, propagate_forward_time: 12.5386343002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217943192
validation[          , genome  6875] predictions:    9724/  10000 (97.24%), best:    9782/10000 (97.82%), error:       914.65747, best error:       792.74658 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 158.8416290283s, input_fired_time: 1.4525095224, output_fired_time: 1.0095247030, propagate_forward_time: 62.6418647766, propagate_backward_time: 90.7729721069, weight_update_time: 0.1494458914, other_time: 2.9647598267
epoch time: 13.1003923416s, input_fired_time: 0.1774968803, output_fired_time: 0.0000000000, propagate_forward_time: 12.3950757980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278196335
validation[          , genome  6875] predictions:    9726/  10000 (97.26%), best:    9782/10000 (97.82%), error:       985.53796, best error:       792.74658 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 159.0655670166s, input_fired_time: 1.4467169046, output_fired_time: 1.0281174183, propagate_forward_time: 62.6957969666, propagate_backward_time: 90.9532394409, weight_update_time: 0.1499290913, other_time: 2.9416885376
epoch time: 13.2731199265s, input_fired_time: 0.1726247370, output_fired_time: 0.0000000000, propagate_forward_time: 12.5788030624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216922760
validation[          , genome  6875] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       937.18506, best error:       792.74658 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 159.6059875488s, input_fired_time: 1.4665492773, output_fired_time: 1.0384161472, propagate_forward_time: 62.8420982361, propagate_backward_time: 91.2845382690, weight_update_time: 0.1515210569, other_time: 2.9743728638
epoch time: 13.3690710068s, input_fired_time: 0.1696808189, output_fired_time: 0.0000000000, propagate_forward_time: 12.6663608551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330295563
validation[          , genome  6875] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       845.60413, best error:       792.74658 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.4622192383s, input_fired_time: 1.4548394680, output_fired_time: 1.0256664753, propagate_forward_time: 62.8260993958, propagate_backward_time: 91.1571044922, weight_update_time: 0.1515328586, other_time: 2.9985198975
epoch time: 13.2227611542s, input_fired_time: 0.1701256633, output_fired_time: 0.0000000000, propagate_forward_time: 12.5289545059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236806870
validation[          , genome  6875] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       767.67163, best error:       767.67163 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 158.9643249512s, input_fired_time: 1.4481742382, output_fired_time: 1.0275404453, propagate_forward_time: 62.6881752014, propagate_backward_time: 90.8270416260, weight_update_time: 0.1493048817, other_time: 2.9733886719
epoch time: 13.2367763519s, input_fired_time: 0.1700855196, output_fired_time: 0.0000000000, propagate_forward_time: 12.5422019958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244884491
validation[          , genome  6875] predictions:    9767/  10000 (97.67%), best:    9790/10000 (97.90%), error:       830.25079, best error:       767.67163 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 159.2988586426s, input_fired_time: 1.4520184994, output_fired_time: 1.0294535160, propagate_forward_time: 62.8306083679, propagate_backward_time: 91.0294952393, weight_update_time: 0.1505890638, other_time: 2.9572906494
epoch time: 13.1093511581s, input_fired_time: 0.1711024195, output_fired_time: 0.0000000000, propagate_forward_time: 12.4106397629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276088715
validation[          , genome  6875] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       810.08777, best error:       767.67163 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 159.4404602051s, input_fired_time: 1.4599763155, output_fired_time: 1.0267271996, propagate_forward_time: 62.7939300537, propagate_backward_time: 91.2186965942, weight_update_time: 0.1496960074, other_time: 2.9411239624
epoch time: 13.2247142792s, input_fired_time: 0.1702851951, output_fired_time: 0.0000000000, propagate_forward_time: 12.5345268250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199022293
validation[          , genome  6875] predictions:    9731/  10000 (97.31%), best:    9790/10000 (97.90%), error:       874.33099, best error:       767.67163 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 159.2250671387s, input_fired_time: 1.4518737793, output_fired_time: 1.0266659260, propagate_forward_time: 62.7383308411, propagate_backward_time: 91.0693054199, weight_update_time: 0.1509745419, other_time: 2.9388885498
epoch time: 13.2637977600s, input_fired_time: 0.1700774431, output_fired_time: 0.0000000000, propagate_forward_time: 12.5671663284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265541077
validation[          , genome  6875] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       806.59912, best error:       767.67163 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.4008636475s, input_fired_time: 1.4584525824, output_fired_time: 1.0305818319, propagate_forward_time: 62.8071899414, propagate_backward_time: 91.1789550781, weight_update_time: 0.1503178179, other_time: 2.9256896973
epoch time: 13.2490806580s, input_fired_time: 0.1703081280, output_fired_time: 0.0000000000, propagate_forward_time: 12.5529222488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258502960
validation[          , genome  6875] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       771.64410, best error:       767.67163 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 159.4057617188s, input_fired_time: 1.4564468861, output_fired_time: 1.0347473621, propagate_forward_time: 62.7446327209, propagate_backward_time: 91.2288665771, weight_update_time: 0.1507435590, other_time: 2.9410705566
epoch time: 13.2037239075s, input_fired_time: 0.1721193045, output_fired_time: 0.0000000000, propagate_forward_time: 12.5005025864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311021805
validation[          , genome  6875] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       808.54803, best error:       767.67163 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.3866119385s, input_fired_time: 1.4612958431, output_fired_time: 1.0335763693, propagate_forward_time: 62.7022705078, propagate_backward_time: 91.2356491089, weight_update_time: 0.1506934762, other_time: 2.9538345337
epoch time: 13.1913003922s, input_fired_time: 0.1710488647, output_fired_time: 0.0000000000, propagate_forward_time: 12.5006027222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196485519
validation[          , genome  6875] predictions:    9734/  10000 (97.34%), best:    9790/10000 (97.90%), error:       949.10034, best error:       767.67163 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 155.1655273438s, input_fired_time: 1.4446051121, output_fired_time: 1.0114725828, propagate_forward_time: 61.1289825439, propagate_backward_time: 88.6460571289, weight_update_time: 0.1480930895, other_time: 2.9344024658
epoch time: 13.2403039932s, input_fired_time: 0.1712190658, output_fired_time: 0.0000000000, propagate_forward_time: 12.5423793793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267057419
validation[          , genome  6875] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       796.54364, best error:       767.67163 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 153.4675140381s, input_fired_time: 1.4267990589, output_fired_time: 0.9917821884, propagate_forward_time: 60.4864425659, propagate_backward_time: 87.6726531982, weight_update_time: 0.1453965902, other_time: 2.8898391724
epoch time: 12.7675275803s, input_fired_time: 0.1665715724, output_fired_time: 0.0000000000, propagate_forward_time: 12.0792369843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217189789
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       788.12567, best error:       767.67163 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 156.5141601562s, input_fired_time: 1.4433771372, output_fired_time: 1.0137320757, propagate_forward_time: 61.7191276550, propagate_backward_time: 89.4266738892, weight_update_time: 0.1459904015, other_time: 2.9112472534
epoch time: 13.2360620499s, input_fired_time: 0.1703570783, output_fired_time: 0.0000000000, propagate_forward_time: 12.5425987244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231065750
validation[          , genome  6875] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       783.92139, best error:       767.67163 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 154.7171020508s, input_fired_time: 1.4349353313, output_fired_time: 1.0041387081, propagate_forward_time: 61.0599288940, propagate_backward_time: 88.2962112427, weight_update_time: 0.1467321813, other_time: 2.9218902588
epoch time: 12.7629823685s, input_fired_time: 0.1656963825, output_fired_time: 0.0000000000, propagate_forward_time: 12.0874748230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098114014
validation[          , genome  6875] predictions:    9690/  10000 (96.90%), best:    9790/10000 (97.90%), error:      1046.80518, best error:       767.67163 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 155.1981811523s, input_fired_time: 1.4428175688, output_fired_time: 0.9993647933, propagate_forward_time: 61.1603965759, propagate_backward_time: 88.6851425171, weight_update_time: 0.1467615664, other_time: 2.9104690552
epoch time: 13.0429573059s, input_fired_time: 0.1702692807, output_fired_time: 0.0000000000, propagate_forward_time: 12.3539924622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186958313
validation[          , genome  6875] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       769.37451, best error:       767.67163 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 156.5427856445s, input_fired_time: 1.4488661289, output_fired_time: 1.0044714212, propagate_forward_time: 61.7207603455, propagate_backward_time: 89.4389801025, weight_update_time: 0.1485993564, other_time: 2.9297027588
epoch time: 13.1709938049s, input_fired_time: 0.1708098501, output_fired_time: 0.0000000000, propagate_forward_time: 12.4768066406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233774185
validation[          , genome  6875] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       836.64062, best error:       767.67163 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 154.6320037842s, input_fired_time: 1.4450504780, output_fired_time: 1.0006768703, propagate_forward_time: 60.9359664917, propagate_backward_time: 88.3245239258, weight_update_time: 0.1474050730, other_time: 2.9257888794
epoch time: 13.2329483032s, input_fired_time: 0.1706327200, output_fired_time: 0.0000000000, propagate_forward_time: 12.5410137177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213022232
validation[          , genome  6875] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       779.59253, best error:       767.67163 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 158.7111511230s, input_fired_time: 1.4607324600, output_fired_time: 1.0213420391, propagate_forward_time: 62.4939155579, propagate_backward_time: 90.8018493652, weight_update_time: 0.1493685693, other_time: 2.9333038330
epoch time: 13.1352081299s, input_fired_time: 0.1711800843, output_fired_time: 0.0000000000, propagate_forward_time: 12.4361667633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278615952
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       848.73499, best error:       767.67163 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 158.4793548584s, input_fired_time: 1.4569407701, output_fired_time: 1.0203915834, propagate_forward_time: 62.4718170166, propagate_backward_time: 90.5757827759, weight_update_time: 0.1489037722, other_time: 2.9544296265
epoch time: 12.9110803604s, input_fired_time: 0.1714125574, output_fired_time: 0.0000000000, propagate_forward_time: 12.2188129425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208549500
validation[          , genome  6875] predictions:    9728/  10000 (97.28%), best:    9790/10000 (97.90%), error:       949.91089, best error:       767.67163 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 156.6866912842s, input_fired_time: 1.4529702663, output_fired_time: 1.0086865425, propagate_forward_time: 61.7880096436, propagate_backward_time: 89.5018234253, weight_update_time: 0.1480645388, other_time: 2.9352035522
epoch time: 13.2478342056s, input_fired_time: 0.1737794876, output_fired_time: 0.0000000000, propagate_forward_time: 12.5415287018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325260162
validation[          , genome  6875] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       837.75385, best error:       767.67163 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 156.2060699463s, input_fired_time: 1.4433907270, output_fired_time: 1.0010452271, propagate_forward_time: 61.6740074158, propagate_backward_time: 89.1668624878, weight_update_time: 0.1473011374, other_time: 2.9207534790
epoch time: 13.2426614761s, input_fired_time: 0.1725516021, output_fired_time: 0.0000000000, propagate_forward_time: 12.5430736542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270366669
validation[          , genome  6875] predictions:    9768/  10000 (97.68%), best:    9790/10000 (97.90%), error:       834.27820, best error:       767.67163 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 157.3280334473s, input_fired_time: 1.4598571062, output_fired_time: 1.0268158913, propagate_forward_time: 61.9417686462, propagate_backward_time: 89.9680557251, weight_update_time: 0.1482864171, other_time: 2.9315414429
epoch time: 13.2154035568s, input_fired_time: 0.1728852987, output_fired_time: 0.0000000000, propagate_forward_time: 12.5111846924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313339233
validation[          , genome  6875] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       801.02502, best error:       767.67163 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 157.7293701172s, input_fired_time: 1.4607288837, output_fired_time: 1.0238161087, propagate_forward_time: 62.1660919189, propagate_backward_time: 90.1271362305, weight_update_time: 0.1494033039, other_time: 2.9515991211
epoch time: 13.2035846710s, input_fired_time: 0.1724478453, output_fired_time: 0.0000000000, propagate_forward_time: 12.5012454987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298910141
validation[          , genome  6875] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       780.21692, best error:       767.67163 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 158.6852569580s, input_fired_time: 1.4645678997, output_fired_time: 1.0202488899, propagate_forward_time: 62.5528488159, propagate_backward_time: 90.6892623901, weight_update_time: 0.1500888914, other_time: 2.9583282471
epoch time: 13.2456512451s, input_fired_time: 0.1727823764, output_fired_time: 0.0000000000, propagate_forward_time: 12.5481433868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247259140
validation[          , genome  6875] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       821.82996, best error:       767.67163 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.3841094971s, input_fired_time: 1.4726774693, output_fired_time: 1.0288202763, propagate_forward_time: 62.6889839172, propagate_backward_time: 91.2162322998, weight_update_time: 0.1511830986, other_time: 2.9774017334
epoch time: 13.2473936081s, input_fired_time: 0.1736706346, output_fired_time: 0.0000000000, propagate_forward_time: 12.5424919128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312309265
validation[          , genome  6875] predictions:    9746/  10000 (97.46%), best:    9790/10000 (97.90%), error:       852.94415, best error:       767.67163 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 159.6374511719s, input_fired_time: 1.4773242474, output_fired_time: 1.0406700373, propagate_forward_time: 62.8272819519, propagate_backward_time: 91.3202590942, weight_update_time: 0.1520227492, other_time: 2.9719161987
epoch time: 13.1631565094s, input_fired_time: 0.1728600711, output_fired_time: 0.0000000000, propagate_forward_time: 12.4637413025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265550613
validation[          , genome  6875] predictions:    9701/  10000 (97.01%), best:    9790/10000 (97.90%), error:       983.28876, best error:       767.67163 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.1425933838s, input_fired_time: 1.4715036154, output_fired_time: 1.0326794386, propagate_forward_time: 62.6020317078, propagate_backward_time: 91.0594406128, weight_update_time: 0.1517932564, other_time: 2.9769363403
epoch time: 13.1199178696s, input_fired_time: 0.1712586284, output_fired_time: 0.0000000000, propagate_forward_time: 12.4304590225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181999207
validation[          , genome  6875] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       868.42322, best error:       767.67163 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 159.0781860352s, input_fired_time: 1.4643465281, output_fired_time: 1.0227853060, propagate_forward_time: 62.6972656250, propagate_backward_time: 90.9487533569, weight_update_time: 0.1499610245, other_time: 2.9450454712
epoch time: 13.2604818344s, input_fired_time: 0.1751806885, output_fired_time: 0.0000000000, propagate_forward_time: 12.5578413010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274600983
validation[          , genome  6875] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       811.33447, best error:       767.67163 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 159.4696960449s, input_fired_time: 1.4760522842, output_fired_time: 1.0258506536, propagate_forward_time: 62.7054672241, propagate_backward_time: 91.3288726807, weight_update_time: 0.1493875682, other_time: 2.9334487915
epoch time: 13.2472991943s, input_fired_time: 0.1733484715, output_fired_time: 0.0000000000, propagate_forward_time: 12.5497379303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242128372
validation[          , genome  6875] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       877.07312, best error:       767.67163 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 156.8066864014s, input_fired_time: 1.4649361372, output_fired_time: 1.0142334700, propagate_forward_time: 61.7699279785, propagate_backward_time: 89.6145935059, weight_update_time: 0.1516867727, other_time: 2.9429931641
epoch time: 13.2467489243s, input_fired_time: 0.1749612242, output_fired_time: 0.0000000000, propagate_forward_time: 12.5420818329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297060013
validation[          , genome  6875] predictions:    9738/  10000 (97.38%), best:    9790/10000 (97.90%), error:       854.50043, best error:       767.67163 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 158.8769378662s, input_fired_time: 1.4684413671, output_fired_time: 1.0298469067, propagate_forward_time: 62.4152069092, propagate_backward_time: 91.0222549438, weight_update_time: 0.1505645066, other_time: 2.9411849976
epoch time: 13.1627140045s, input_fired_time: 0.1745285988, output_fired_time: 0.0000000000, propagate_forward_time: 12.4702272415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179586411
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       814.81848, best error:       767.67163 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 160.0050659180s, input_fired_time: 1.4828394651, output_fired_time: 1.0210404396, propagate_forward_time: 62.9604530334, propagate_backward_time: 91.5212631226, weight_update_time: 0.1516435444, other_time: 3.0194778442
epoch time: 13.2747259140s, input_fired_time: 0.1735616028, output_fired_time: 0.0000000000, propagate_forward_time: 12.5630111694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381526947
validation[          , genome  6875] predictions:    9780/  10000 (97.80%), best:    9790/10000 (97.90%), error:       821.61212, best error:       767.67163 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.2045593262s, input_fired_time: 1.4741491079, output_fired_time: 1.0337617397, propagate_forward_time: 62.6316528320, propagate_backward_time: 91.1139221191, weight_update_time: 0.1499885321, other_time: 2.9510650635
epoch time: 13.2563085556s, input_fired_time: 0.1755865216, output_fired_time: 0.0000000000, propagate_forward_time: 12.5567216873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240001678
validation[          , genome  6875] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       769.11462, best error:       767.67163 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 157.6947631836s, input_fired_time: 1.4717062712, output_fired_time: 1.0255235434, propagate_forward_time: 62.1167335510, propagate_backward_time: 90.1109390259, weight_update_time: 0.1496900916, other_time: 2.9698562622
epoch time: 13.2533912659s, input_fired_time: 0.1751399189, output_fired_time: 0.0000000000, propagate_forward_time: 12.5493669510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288839340
validation[          , genome  6875] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       785.73865, best error:       767.67163 on epoch:    69, 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: 65.5637664795s, input_fired_time: 0.8576108813, output_fired_time: 0.0000000000, propagate_forward_time: 62.0228385925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6833152771
best training[          , genome  6875] predictions:   49635/  50000 (99.27%), best:    9790/10000 (97.90%), error:      1556.72498, best error:       767.67163 on epoch:    69, 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: 12.4885082245s, input_fired_time: 0.1623738259, output_fired_time: 0.0000000000, propagate_forward_time: 11.8186540604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074806213
   testing[          , genome  6875] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       709.12817, best error:       767.67163 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:21:38 (72992): called boinc_finish(0)

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