Nameexact_genome_1512568488_45_5039_0
Workunit2596406
Created7 Dec 2017, 12:58:47 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline14 Dec 2017, 17:44:18 UTC
Received7 Dec 2017, 19:47:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 59 min 25 sec
CPU time3 hours 54 min 38 sec
Validate stateValid
Credit1,799.22
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.56 MB
Peak swap size157.80 MB
Peak disk usage1.91 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 genome  5039] predictions:    9619/  10000 (96.19%), best:    9718/10000 (97.18%), error:      1202.14636, best error:       953.65948 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 135.9385986328s, input_fired_time: 1.2434030771, output_fired_time: 1.1105276346, propagate_forward_time: 50.4730300903, propagate_backward_time: 79.9033355713, weight_update_time: 0.1640259027, other_time: 3.2082901001
epoch time: 10.5906515121s, input_fired_time: 0.1555024534, output_fired_time: 0.0000000000, propagate_forward_time: 9.8880805969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470685959
validation[          , genome  5039] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:      1065.32739, best error:       953.65948 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.1427001953s, input_fired_time: 1.2536909580, output_fired_time: 1.1270495653, propagate_forward_time: 51.1711082458, propagate_backward_time: 81.3680725098, weight_update_time: 0.1633999199, other_time: 3.2227783203
epoch time: 11.5340585709s, input_fired_time: 0.1598107070, output_fired_time: 0.0000000000, propagate_forward_time: 10.8027620316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714855194
validation[          , genome  5039] predictions:    9707/  10000 (97.07%), best:    9718/10000 (97.18%), error:       989.79071, best error:       953.65948 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.0139465332s, input_fired_time: 1.3290560246, output_fired_time: 1.1753861904, propagate_forward_time: 55.3369712830, propagate_backward_time: 83.8066101074, weight_update_time: 0.1740245670, other_time: 3.3659210205
epoch time: 11.5680246353s, input_fired_time: 0.1603590697, output_fired_time: 0.0000000000, propagate_forward_time: 10.8424005508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652647018
validation[          , genome  5039] predictions:    9677/  10000 (96.77%), best:    9718/10000 (97.18%), error:      1013.79547, best error:       953.65948 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.0705718994s, input_fired_time: 1.2399908304, output_fired_time: 1.0934144258, propagate_forward_time: 49.7857856750, propagate_backward_time: 77.7644500732, weight_update_time: 0.1633386612, other_time: 3.1869354248
epoch time: 11.4452838898s, input_fired_time: 0.1575999111, output_fired_time: 0.0000000000, propagate_forward_time: 10.7287273407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589570999
validation[          , genome  5039] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       940.28687, best error:       940.28687 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 135.3205261230s, input_fired_time: 1.2463378906, output_fired_time: 1.1077066660, propagate_forward_time: 51.3249359131, propagate_backward_time: 78.4361419678, weight_update_time: 0.1635297984, other_time: 3.2053985596
epoch time: 10.2759542465s, input_fired_time: 0.1567148566, output_fired_time: 0.0000000000, propagate_forward_time: 9.5629739761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562658310
validation[          , genome  5039] predictions:    9604/  10000 (96.04%), best:    9706/10000 (97.06%), error:      1251.69995, best error:       940.28687 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 139.6142883301s, input_fired_time: 1.2604027987, output_fired_time: 1.1460304260, propagate_forward_time: 52.9987754822, propagate_backward_time: 80.9272766113, weight_update_time: 0.1670353711, other_time: 3.2817993164
epoch time: 12.0042734146s, input_fired_time: 0.1612949222, output_fired_time: 0.0000000000, propagate_forward_time: 11.2698087692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731697083
validation[          , genome  5039] predictions:    9725/  10000 (97.25%), best:    9706/10000 (97.06%), error:       971.82159, best error:       940.28687 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 156.3004455566s, input_fired_time: 1.4051773548, output_fired_time: 1.2305512428, propagate_forward_time: 59.1512985229, propagate_backward_time: 90.8861312866, weight_update_time: 0.1954813898, other_time: 3.6272888184
epoch time: 15.0718107224s, input_fired_time: 0.2539426982, output_fired_time: 0.0000000000, propagate_forward_time: 14.0107049942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8071632385
validation[          , genome  5039] predictions:    9608/  10000 (96.08%), best:    9706/10000 (97.06%), error:      1198.89917, best error:       940.28687 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 137.2226409912s, input_fired_time: 1.2489849329, output_fired_time: 1.1168344021, propagate_forward_time: 49.1504707336, propagate_backward_time: 82.5226821899, weight_update_time: 0.1647805125, other_time: 3.1836776733
epoch time: 11.4833040237s, input_fired_time: 0.1606087536, output_fired_time: 0.0000000000, propagate_forward_time: 10.7545976639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680980682
validation[          , genome  5039] predictions:    9716/  10000 (97.16%), best:    9706/10000 (97.06%), error:       976.06274, best error:       940.28687 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 140.1026306152s, input_fired_time: 1.3146512508, output_fired_time: 1.1457525492, propagate_forward_time: 52.8518753052, propagate_backward_time: 81.4859619141, weight_update_time: 0.1718484014, other_time: 3.3043899536
epoch time: 15.8951377869s, input_fired_time: 0.2138205469, output_fired_time: 0.0000000000, propagate_forward_time: 13.8538274765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8274898529
validation[          , genome  5039] predictions:    9692/  10000 (96.92%), best:    9706/10000 (97.06%), error:      1024.62427, best error:       940.28687 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.1153106689s, input_fired_time: 1.2504705191, output_fired_time: 1.1158568859, propagate_forward_time: 52.5833854675, propagate_backward_time: 77.9337921143, weight_update_time: 0.1697756797, other_time: 3.2317962646
epoch time: 10.3605251312s, input_fired_time: 0.1583382785, output_fired_time: 0.0000000000, propagate_forward_time: 9.6437997818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583868027
validation[          , genome  5039] predictions:    9689/  10000 (96.89%), best:    9706/10000 (97.06%), error:       978.61981, best error:       940.28687 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 135.1768188477s, input_fired_time: 1.2478462458, output_fired_time: 2.1097326279, propagate_forward_time: 52.2438735962, propagate_backward_time: 76.3682708740, weight_update_time: 0.1634594947, other_time: 3.2070999146
epoch time: 10.1376953125s, input_fired_time: 0.1546941549, output_fired_time: 0.0000000000, propagate_forward_time: 9.4328212738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501794815
validation[          , genome  5039] predictions:    9685/  10000 (96.85%), best:    9706/10000 (97.06%), error:       989.37018, best error:       940.28687 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 139.3211975098s, input_fired_time: 1.2696453333, output_fired_time: 2.1534783840, propagate_forward_time: 53.0369186401, propagate_backward_time: 78.6406860352, weight_update_time: 0.1722643375, other_time: 4.2204818726
epoch time: 12.3529129028s, input_fired_time: 0.1625445187, output_fired_time: 0.0000000000, propagate_forward_time: 11.5894985199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008701324
validation[          , genome  5039] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       921.78076, best error:       921.78076 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 135.8329772949s, input_fired_time: 1.2511689663, output_fired_time: 1.1340123415, propagate_forward_time: 55.5789756775, propagate_backward_time: 74.6769027710, weight_update_time: 0.1632645428, other_time: 3.1919021606
epoch time: 10.3034877777s, input_fired_time: 0.1581057161, output_fired_time: 0.0000000000, propagate_forward_time: 9.5886716843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567102432
validation[          , genome  5039] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       913.13776, best error:       913.13776 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 135.9642181396s, input_fired_time: 1.2511819601, output_fired_time: 1.1108231544, propagate_forward_time: 50.5040702820, propagate_backward_time: 78.9042358398, weight_update_time: 0.1632331908, other_time: 4.1939086914
epoch time: 11.4255466461s, input_fired_time: 0.1585469842, output_fired_time: 0.0000000000, propagate_forward_time: 10.6971788406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698204041
validation[          , genome  5039] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       905.20685, best error:       905.20685 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 133.5055236816s, input_fired_time: 1.2469491959, output_fired_time: 1.1042324305, propagate_forward_time: 50.1118049622, propagate_backward_time: 76.8525772095, weight_update_time: 0.1629155725, other_time: 4.1899642944
epoch time: 11.4794139862s, input_fired_time: 0.1601558030, output_fired_time: 0.0000000000, propagate_forward_time: 9.7480382919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5712194443
validation[          , genome  5039] predictions:    9722/  10000 (97.22%), best:    9710/10000 (97.10%), error:       942.51996, best error:       905.20685 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 148.1345062256s, input_fired_time: 1.3975718021, output_fired_time: 1.2176253796, propagate_forward_time: 55.3625221252, propagate_backward_time: 86.6364059448, weight_update_time: 0.1889117211, other_time: 3.5203933716
epoch time: 11.6428976059s, input_fired_time: 1.1719726324, output_fired_time: 0.0000000000, propagate_forward_time: 9.8975934982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5733318329
validation[          , genome  5039] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       869.90857, best error:       869.90857 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.7986907959s, input_fired_time: 1.2570801973, output_fired_time: 1.1077706814, propagate_forward_time: 50.5178451538, propagate_backward_time: 79.7019729614, weight_update_time: 0.1641334891, other_time: 3.2140197754
epoch time: 10.2860107422s, input_fired_time: 0.1593318135, output_fired_time: 0.0000000000, propagate_forward_time: 9.5668458939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598325729
validation[          , genome  5039] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:       933.08905, best error:       869.90857 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.5734252930s, input_fired_time: 1.2572708130, output_fired_time: 1.1127806902, propagate_forward_time: 50.6501159668, propagate_backward_time: 79.3447875977, weight_update_time: 0.1639495939, other_time: 3.2084808350
epoch time: 11.3040761948s, input_fired_time: 0.1614586264, output_fired_time: 0.0000000000, propagate_forward_time: 10.5786342621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639829636
validation[          , genome  5039] predictions:    9698/  10000 (96.98%), best:    9725/10000 (97.25%), error:       964.40472, best error:       869.90857 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 140.2691040039s, input_fired_time: 1.3416986465, output_fired_time: 1.1598352194, propagate_forward_time: 52.9769706726, propagate_backward_time: 80.5185546875, weight_update_time: 0.1642120034, other_time: 4.2720336914
epoch time: 11.4192533493s, input_fired_time: 0.1575020701, output_fired_time: 0.0000000000, propagate_forward_time: 10.6226119995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6391391754
validation[          , genome  5039] predictions:    9730/  10000 (97.30%), best:    9725/10000 (97.25%), error:       870.05884, best error:       869.90857 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.6259155273s, input_fired_time: 1.2759034634, output_fired_time: 1.1538281441, propagate_forward_time: 52.5537147522, propagate_backward_time: 81.3698272705, weight_update_time: 0.1723576337, other_time: 3.2726440430
epoch time: 11.4617557526s, input_fired_time: 0.1617851555, output_fired_time: 0.0000000000, propagate_forward_time: 10.7317857742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681848526
validation[          , genome  5039] predictions:    9658/  10000 (96.58%), best:    9725/10000 (97.25%), error:      1078.87354, best error:       869.90857 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 135.3939666748s, input_fired_time: 1.2557708025, output_fired_time: 1.1163519621, propagate_forward_time: 49.2968101501, propagate_backward_time: 79.5126419067, weight_update_time: 0.1644041389, other_time: 4.2123947144
epoch time: 10.2482261658s, input_fired_time: 0.1584931910, output_fired_time: 0.0000000000, propagate_forward_time: 9.5357580185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539751053
validation[          , genome  5039] predictions:    9649/  10000 (96.49%), best:    9725/10000 (97.25%), error:      1095.08276, best error:       869.90857 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.5581817627s, input_fired_time: 1.2546366453, output_fired_time: 1.1045674086, propagate_forward_time: 48.4057197571, propagate_backward_time: 81.5794296265, weight_update_time: 0.1642922014, other_time: 3.2138290405
epoch time: 10.1437292099s, input_fired_time: 0.1574967057, output_fired_time: 0.0000000000, propagate_forward_time: 9.4277086258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585241318
validation[          , genome  5039] predictions:    9695/  10000 (96.95%), best:    9725/10000 (97.25%), error:       977.98645, best error:       869.90857 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 145.2039337158s, input_fired_time: 1.3104829788, output_fired_time: 1.2525241375, propagate_forward_time: 53.7842750549, propagate_backward_time: 84.4367218018, weight_update_time: 0.1645116508, other_time: 4.4199371338
epoch time: 10.4071035385s, input_fired_time: 0.1589648277, output_fired_time: 0.0000000000, propagate_forward_time: 9.6842956543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5638427734
validation[          , genome  5039] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       903.77795, best error:       869.90857 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 135.5313415527s, input_fired_time: 1.2526147366, output_fired_time: 1.1122106314, propagate_forward_time: 50.5665130615, propagate_backward_time: 79.4386978149, weight_update_time: 0.1629620045, other_time: 3.1613082886
epoch time: 11.4937286377s, input_fired_time: 0.1626153588, output_fired_time: 0.0000000000, propagate_forward_time: 10.7599534988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711593628
validation[          , genome  5039] predictions:    9728/  10000 (97.28%), best:    9725/10000 (97.25%), error:       945.39911, best error:       869.90857 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 142.1011810303s, input_fired_time: 1.2868474722, output_fired_time: 1.1501499414, propagate_forward_time: 53.0525321960, propagate_backward_time: 83.3819732666, weight_update_time: 0.1632556617, other_time: 3.2296752930
epoch time: 10.2282629013s, input_fired_time: 0.1583465934, output_fired_time: 0.0000000000, propagate_forward_time: 9.5169334412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529832840
validation[          , genome  5039] predictions:    9704/  10000 (97.04%), best:    9725/10000 (97.25%), error:       974.04395, best error:       869.90857 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.1033935547s, input_fired_time: 1.2648656368, output_fired_time: 1.1121655703, propagate_forward_time: 49.1705398560, propagate_backward_time: 80.3527679443, weight_update_time: 0.1636178493, other_time: 3.2030563354
epoch time: 13.1331338882s, input_fired_time: 0.1825337261, output_fired_time: 0.0000000000, propagate_forward_time: 12.1690435410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7815570831
validation[          , genome  5039] predictions:    9715/  10000 (97.15%), best:    9725/10000 (97.25%), error:       924.87866, best error:       869.90857 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 138.1903686523s, input_fired_time: 1.2643159628, output_fired_time: 1.1192071438, propagate_forward_time: 50.1401214600, propagate_backward_time: 81.4036560059, weight_update_time: 0.1635596454, other_time: 4.2630767822
epoch time: 10.2706985474s, input_fired_time: 0.1620387286, output_fired_time: 0.0000000000, propagate_forward_time: 9.5534229279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552368164
validation[          , genome  5039] predictions:    9702/  10000 (97.02%), best:    9725/10000 (97.25%), error:      1050.44934, best error:       869.90857 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 135.2553863525s, input_fired_time: 1.2601046562, output_fired_time: 1.1057692766, propagate_forward_time: 50.3368339539, propagate_backward_time: 79.3479537964, weight_update_time: 0.1639799327, other_time: 3.2047195435
epoch time: 11.2683601379s, input_fired_time: 0.1607837081, output_fired_time: 0.0000000000, propagate_forward_time: 10.5494174957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581588745
validation[          , genome  5039] predictions:    9709/  10000 (97.09%), best:    9725/10000 (97.25%), error:      1010.16675, best error:       869.90857 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.2748718262s, input_fired_time: 1.2533084154, output_fired_time: 1.1043459177, propagate_forward_time: 48.9484519958, propagate_backward_time: 77.8665542603, weight_update_time: 0.1633461416, other_time: 4.1022109985
epoch time: 11.2277688980s, input_fired_time: 0.1601713896, output_fired_time: 0.0000000000, propagate_forward_time: 10.5077180862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598793030
validation[          , genome  5039] predictions:    9726/  10000 (97.26%), best:    9725/10000 (97.25%), error:       920.62653, best error:       869.90857 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 141.3525848389s, input_fired_time: 2.3692076206, output_fired_time: 1.1673067808, propagate_forward_time: 53.5132064819, propagate_backward_time: 81.0061950684, weight_update_time: 0.1641186774, other_time: 3.2966690063
epoch time: 10.3966121674s, input_fired_time: 0.1592921615, output_fired_time: 0.0000000000, propagate_forward_time: 9.6908035278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465164185
validation[          , genome  5039] predictions:    9731/  10000 (97.31%), best:    9725/10000 (97.25%), error:       874.29187, best error:       869.90857 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.8481903076s, input_fired_time: 2.3270416260, output_fired_time: 1.1786025763, propagate_forward_time: 54.0923576355, propagate_backward_time: 82.8785400391, weight_update_time: 0.1665862352, other_time: 3.3716430664
epoch time: 10.2354803085s, input_fired_time: 0.1579346061, output_fired_time: 0.0000000000, propagate_forward_time: 9.5290622711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484838486
validation[          , genome  5039] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       869.48413, best error:       869.48413 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 144.0551757813s, input_fired_time: 1.3189601898, output_fired_time: 1.1892122030, propagate_forward_time: 55.6280326843, propagate_backward_time: 82.4840011597, weight_update_time: 0.1688583791, other_time: 3.4349746704
epoch time: 11.4107170105s, input_fired_time: 0.1619180441, output_fired_time: 0.0000000000, propagate_forward_time: 10.6813764572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674228668
validation[          , genome  5039] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       799.24231, best error:       799.24231 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.3506927490s, input_fired_time: 1.2587581873, output_fired_time: 1.1021273136, propagate_forward_time: 49.9694824219, propagate_backward_time: 78.8145370483, weight_update_time: 0.1634639800, other_time: 3.2057876587
epoch time: 10.3377208710s, input_fired_time: 0.1608081907, output_fired_time: 0.0000000000, propagate_forward_time: 9.6252546310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516576767
validation[          , genome  5039] predictions:    9704/  10000 (97.04%), best:    9746/10000 (97.46%), error:       975.51660, best error:       799.24231 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 135.2561645508s, input_fired_time: 1.2575137615, output_fired_time: 1.1071772575, propagate_forward_time: 50.3027687073, propagate_backward_time: 78.3966064453, weight_update_time: 0.1645532846, other_time: 4.1921081543
epoch time: 11.5762128830s, input_fired_time: 0.1622439474, output_fired_time: 0.0000000000, propagate_forward_time: 10.8507900238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631790161
validation[          , genome  5039] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       907.79315, best error:       799.24231 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 139.2311401367s, input_fired_time: 1.3212960958, output_fired_time: 1.1215707064, propagate_forward_time: 54.1517143250, propagate_backward_time: 79.3741531372, weight_update_time: 0.1642736942, other_time: 3.2624130249
epoch time: 10.3773174286s, input_fired_time: 0.1620421559, output_fired_time: 0.0000000000, propagate_forward_time: 9.6506223679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646524429
validation[          , genome  5039] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       891.38464, best error:       799.24231 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.6446380615s, input_fired_time: 1.2620912790, output_fired_time: 1.1024357080, propagate_forward_time: 51.1035995483, propagate_backward_time: 77.9957275391, weight_update_time: 0.1628514975, other_time: 3.1807937622
epoch time: 10.2917089462s, input_fired_time: 0.1608468443, output_fired_time: 0.0000000000, propagate_forward_time: 9.5744380951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564241409
validation[          , genome  5039] predictions:    9668/  10000 (96.68%), best:    9746/10000 (97.46%), error:      1110.38403, best error:       799.24231 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.0110778809s, input_fired_time: 1.2607742548, output_fired_time: 1.1104539633, propagate_forward_time: 52.1480789185, propagate_backward_time: 76.2961730957, weight_update_time: 0.1641592979, other_time: 4.1955947876
epoch time: 11.5152606964s, input_fired_time: 0.1626241654, output_fired_time: 0.0000000000, propagate_forward_time: 10.7851791382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674571991
validation[          , genome  5039] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       857.32373, best error:       799.24231 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 135.2592010498s, input_fired_time: 1.2638416290, output_fired_time: 1.1120330095, propagate_forward_time: 49.7716026306, propagate_backward_time: 79.9417800903, weight_update_time: 0.1634481996, other_time: 3.1699447632
epoch time: 10.5529680252s, input_fired_time: 0.1639183015, output_fired_time: 0.0000000000, propagate_forward_time: 9.8173418045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717077255
validation[          , genome  5039] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:       918.69958, best error:       799.24231 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 142.2129821777s, input_fired_time: 1.3587555885, output_fired_time: 2.1978249550, propagate_forward_time: 53.3654251099, propagate_backward_time: 81.8430328369, weight_update_time: 0.1883469224, other_time: 3.4479446411
epoch time: 11.5788488388s, input_fired_time: 0.1638200432, output_fired_time: 0.0000000000, propagate_forward_time: 10.8470792770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679492950
validation[          , genome  5039] predictions:    9626/  10000 (96.26%), best:    9746/10000 (97.46%), error:      1161.97095, best error:       799.24231 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 135.0789642334s, input_fired_time: 2.2729415894, output_fired_time: 1.1050907373, propagate_forward_time: 51.1426467896, propagate_backward_time: 76.4477310181, weight_update_time: 0.1635050923, other_time: 4.1105651855
epoch time: 10.4839687347s, input_fired_time: 0.1658202559, output_fired_time: 0.0000000000, propagate_forward_time: 9.7515478134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666007996
validation[          , genome  5039] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       918.36432, best error:       799.24231 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 139.0381317139s, input_fired_time: 1.3141186237, output_fired_time: 1.1369564533, propagate_forward_time: 52.5395584106, propagate_backward_time: 80.7615356445, weight_update_time: 0.1642488390, other_time: 3.2859573364
epoch time: 11.4911975861s, input_fired_time: 0.1638708711, output_fired_time: 0.0000000000, propagate_forward_time: 10.7566175461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707092285
validation[          , genome  5039] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       929.46381, best error:       799.24231 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.4667968750s, input_fired_time: 1.2620338202, output_fired_time: 1.1133177280, propagate_forward_time: 49.3304672241, propagate_backward_time: 79.5534133911, weight_update_time: 0.1639330536, other_time: 3.2075653076
epoch time: 11.3782367706s, input_fired_time: 0.1627067178, output_fired_time: 0.0000000000, propagate_forward_time: 9.6425132751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5730171204
validation[          , genome  5039] predictions:    9636/  10000 (96.36%), best:    9746/10000 (97.46%), error:      1161.00745, best error:       799.24231 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 136.3548431396s, input_fired_time: 1.2882040739, output_fired_time: 1.1392730474, propagate_forward_time: 50.8738822937, propagate_backward_time: 79.8842086792, weight_update_time: 0.1640102267, other_time: 3.1692733765
epoch time: 10.1099357605s, input_fired_time: 0.1595200151, output_fired_time: 0.0000000000, propagate_forward_time: 9.3895139694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609016418
validation[          , genome  5039] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       941.38104, best error:       799.24231 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 135.0254821777s, input_fired_time: 1.2602736950, output_fired_time: 1.1047797203, propagate_forward_time: 50.1707305908, propagate_backward_time: 79.2885589600, weight_update_time: 0.1628394574, other_time: 3.2011413574
epoch time: 11.7943029404s, input_fired_time: 0.1648310870, output_fired_time: 0.0000000000, propagate_forward_time: 11.0706863403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587854385
validation[          , genome  5039] predictions:    9752/  10000 (97.52%), best:    9746/10000 (97.46%), error:       807.95929, best error:       799.24231 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 135.2662048340s, input_fired_time: 1.2736334801, output_fired_time: 1.1076850891, propagate_forward_time: 52.7341613770, propagate_backward_time: 76.9358520508, weight_update_time: 0.1626853496, other_time: 3.2148742676
epoch time: 11.8601045609s, input_fired_time: 0.1658310294, output_fired_time: 0.0000000000, propagate_forward_time: 11.1156148911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786590576
validation[          , genome  5039] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       843.54578, best error:       799.24231 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.4502563477s, input_fired_time: 1.2746304274, output_fired_time: 1.1176943779, propagate_forward_time: 53.0314674377, propagate_backward_time: 80.7637481689, weight_update_time: 0.1633573771, other_time: 3.2627258301
epoch time: 11.6503839493s, input_fired_time: 0.1664169282, output_fired_time: 0.0000000000, propagate_forward_time: 10.9095726013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743942261
validation[          , genome  5039] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       982.35797, best error:       799.24231 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.2498016357s, input_fired_time: 1.2636258602, output_fired_time: 1.1015247107, propagate_forward_time: 49.2336502075, propagate_backward_time: 79.4832000732, weight_update_time: 0.1626355201, other_time: 3.1677932739
epoch time: 11.4209175110s, input_fired_time: 1.1722168922, output_fired_time: 0.0000000000, propagate_forward_time: 9.6839618683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647392273
validation[          , genome  5039] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       910.27106, best error:       799.24231 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 135.6057434082s, input_fired_time: 2.2772204876, output_fired_time: 1.1054962873, propagate_forward_time: 52.4661903381, propagate_backward_time: 76.5217285156, weight_update_time: 0.1640244275, other_time: 3.2351074219
epoch time: 10.1009511948s, input_fired_time: 0.1591500342, output_fired_time: 0.0000000000, propagate_forward_time: 9.3842334747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575675964
validation[          , genome  5039] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       859.76160, best error:       799.24231 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 143.5000000000s, input_fired_time: 1.3340750933, output_fired_time: 1.1232401133, propagate_forward_time: 54.6714363098, propagate_backward_time: 83.0049057007, weight_update_time: 0.1630646139, other_time: 3.3663406372
epoch time: 11.3879823685s, input_fired_time: 0.1628167033, output_fired_time: 0.0000000000, propagate_forward_time: 10.6631507874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620145798
validation[          , genome  5039] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:      1025.84277, best error:       799.24231 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.1260375977s, input_fired_time: 1.2799056768, output_fired_time: 1.1482003927, propagate_forward_time: 52.1272888184, propagate_backward_time: 79.3894195557, weight_update_time: 0.1635146290, other_time: 3.1812286377
epoch time: 10.1464424133s, input_fired_time: 0.1612176746, output_fired_time: 0.0000000000, propagate_forward_time: 9.4334907532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517339706
validation[          , genome  5039] predictions:    9728/  10000 (97.28%), best:    9746/10000 (97.46%), error:       903.54486, best error:       799.24231 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 134.5778350830s, input_fired_time: 1.2680312395, output_fired_time: 1.1036481857, propagate_forward_time: 50.9555854797, propagate_backward_time: 78.0428543091, weight_update_time: 0.1634394675, other_time: 3.2077102661
epoch time: 11.5205335617s, input_fired_time: 0.1665019393, output_fired_time: 0.0000000000, propagate_forward_time: 10.7845077515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695238113
validation[          , genome  5039] predictions:    9754/  10000 (97.54%), best:    9746/10000 (97.46%), error:       833.01044, best error:       799.24231 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 134.4732971191s, input_fired_time: 1.2659881115, output_fired_time: 2.1143467426, propagate_forward_time: 51.5890159607, propagate_backward_time: 76.3114929199, weight_update_time: 0.1638675630, other_time: 3.1924438477
epoch time: 11.5889482498s, input_fired_time: 0.1655035615, output_fired_time: 0.0000000000, propagate_forward_time: 10.8474130630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760316849
validation[          , genome  5039] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       884.44183, best error:       799.24231 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 136.5286254883s, input_fired_time: 1.2700636387, output_fired_time: 1.1153328419, propagate_forward_time: 49.7356872559, propagate_backward_time: 80.2120742798, weight_update_time: 0.1642170101, other_time: 4.1954727173
epoch time: 10.2680559158s, input_fired_time: 0.1632130444, output_fired_time: 0.0000000000, propagate_forward_time: 9.5409879684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5638551712
validation[          , genome  5039] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:       937.33539, best error:       799.24231 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 135.3030090332s, input_fired_time: 1.2728291750, output_fired_time: 1.1086449623, propagate_forward_time: 50.3187103271, propagate_backward_time: 79.3972396851, weight_update_time: 0.1638079435, other_time: 3.2055892944
epoch time: 11.6995840073s, input_fired_time: 0.1674026698, output_fired_time: 0.0000000000, propagate_forward_time: 10.9209489822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112327576
validation[          , genome  5039] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       961.73566, best error:       799.24231 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.1150512695s, input_fired_time: 1.2754310369, output_fired_time: 1.1179771423, propagate_forward_time: 50.9593353271, propagate_backward_time: 80.5496292114, weight_update_time: 0.1646211892, other_time: 3.2126693726
epoch time: 10.2352008820s, input_fired_time: 0.1614591628, output_fired_time: 0.0000000000, propagate_forward_time: 9.5225505829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511913300
validation[          , genome  5039] predictions:    9761/  10000 (97.61%), best:    9746/10000 (97.46%), error:       808.20972, best error:       799.24231 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.9027862549s, input_fired_time: 1.2673813105, output_fired_time: 1.1095770597, propagate_forward_time: 51.0933723450, propagate_backward_time: 77.2347030640, weight_update_time: 0.1633054912, other_time: 4.1977615356
epoch time: 10.2817621231s, input_fired_time: 0.1618544608, output_fired_time: 0.0000000000, propagate_forward_time: 9.5675926208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523147583
validation[          , genome  5039] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       964.26123, best error:       799.24231 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 134.6791534424s, input_fired_time: 1.2703592777, output_fired_time: 1.0996073484, propagate_forward_time: 49.2164192200, propagate_backward_time: 78.9044113159, weight_update_time: 0.1630841047, other_time: 4.1883621216
epoch time: 11.5312995911s, input_fired_time: 0.1661481708, output_fired_time: 0.0000000000, propagate_forward_time: 10.7949810028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701704025
validation[          , genome  5039] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       783.89520, best error:       783.89520 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 140.3370513916s, input_fired_time: 2.2253036499, output_fired_time: 1.1466145515, propagate_forward_time: 53.3707427979, propagate_backward_time: 80.3032073975, weight_update_time: 0.1649872065, other_time: 3.2911834717
epoch time: 10.1466960907s, input_fired_time: 0.1591129005, output_fired_time: 0.0000000000, propagate_forward_time: 9.4387559891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488271713
validation[          , genome  5039] predictions:    9653/  10000 (96.53%), best:    9762/10000 (97.62%), error:      1096.49182, best error:       783.89520 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 135.8798217773s, input_fired_time: 1.2783094645, output_fired_time: 2.1222414970, propagate_forward_time: 51.4857406616, propagate_backward_time: 77.7765960693, weight_update_time: 0.1648278087, other_time: 3.2169418335
epoch time: 11.3650617599s, input_fired_time: 0.1676176488, output_fired_time: 0.0000000000, propagate_forward_time: 10.6240425110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734014511
validation[          , genome  5039] predictions:    9706/  10000 (97.06%), best:    9762/10000 (97.62%), error:      1005.20148, best error:       783.89520 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 134.1975250244s, input_fired_time: 1.2697737217, output_fired_time: 1.1027646065, propagate_forward_time: 50.3761215210, propagate_backward_time: 78.2378616333, weight_update_time: 0.1641808897, other_time: 3.2109985352
epoch time: 11.6032123566s, input_fired_time: 0.1666627377, output_fired_time: 0.0000000000, propagate_forward_time: 10.8508462906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5857028961
validation[          , genome  5039] predictions:    9735/  10000 (97.35%), best:    9762/10000 (97.62%), error:       884.68079, best error:       783.89520 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 135.4252166748s, input_fired_time: 1.2796777487, output_fired_time: 1.1092690229, propagate_forward_time: 50.4258689880, propagate_backward_time: 79.3944778442, weight_update_time: 0.1643381566, other_time: 3.2159194946
epoch time: 10.2781753540s, input_fired_time: 0.1615485549, output_fired_time: 0.0000000000, propagate_forward_time: 9.5674095154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492172241
validation[          , genome  5039] predictions:    9700/  10000 (97.00%), best:    9762/10000 (97.62%), error:       985.66760, best error:       783.89520 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 139.1008300781s, input_fired_time: 1.3163583279, output_fired_time: 1.1282619238, propagate_forward_time: 51.7520637512, propagate_backward_time: 81.6231765747, weight_update_time: 0.1634160727, other_time: 3.2809677124
epoch time: 12.7352514267s, input_fired_time: 0.1918375641, output_fired_time: 0.0000000000, propagate_forward_time: 11.9272518158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161623001
validation[          , genome  5039] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       862.66107, best error:       783.89520 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 137.6639099121s, input_fired_time: 1.2806560993, output_fired_time: 1.1329758167, propagate_forward_time: 51.2868957520, propagate_backward_time: 80.6972427368, weight_update_time: 0.1988926083, other_time: 3.2661361694
epoch time: 10.0009851456s, input_fired_time: 0.1589535475, output_fired_time: 0.0000000000, propagate_forward_time: 9.2949323654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470991135
validation[          , genome  5039] predictions:    9682/  10000 (96.82%), best:    9762/10000 (97.62%), error:      1013.08539, best error:       783.89520 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.1973114014s, input_fired_time: 1.2870283127, output_fired_time: 1.1051717997, propagate_forward_time: 51.9908027649, propagate_backward_time: 76.6179885864, weight_update_time: 0.1634575278, other_time: 3.1963119507
epoch time: 11.3719549179s, input_fired_time: 0.1660084873, output_fired_time: 0.0000000000, propagate_forward_time: 10.6379623413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679836273
validation[          , genome  5039] predictions:    9703/  10000 (97.03%), best:    9762/10000 (97.62%), error:       943.05548, best error:       783.89520 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 134.1769561768s, input_fired_time: 1.2735397816, output_fired_time: 1.1075140238, propagate_forward_time: 51.1297798157, propagate_backward_time: 77.4626617432, weight_update_time: 0.1644476503, other_time: 3.2034606934
epoch time: 11.3207654953s, input_fired_time: 0.1638693362, output_fired_time: 0.0000000000, propagate_forward_time: 10.5885992050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682973862
validation[          , genome  5039] predictions:    9686/  10000 (96.86%), best:    9762/10000 (97.62%), error:      1023.88959, best error:       783.89520 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.0950164795s, input_fired_time: 2.2942073345, output_fired_time: 1.1173081398, propagate_forward_time: 49.9362220764, propagate_backward_time: 80.4747619629, weight_update_time: 0.1721260399, other_time: 3.2725219727
epoch time: 10.2905645370s, input_fired_time: 0.1614576280, output_fired_time: 0.0000000000, propagate_forward_time: 9.5762042999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529022217
validation[          , genome  5039] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       852.42041, best error:       783.89520 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 135.1718902588s, input_fired_time: 1.2859358788, output_fired_time: 1.1033635139, propagate_forward_time: 50.1837844849, propagate_backward_time: 79.3938903809, weight_update_time: 0.1636378467, other_time: 3.2049179077
epoch time: 11.5598564148s, input_fired_time: 0.1660132855, output_fired_time: 0.0000000000, propagate_forward_time: 10.8274517059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663909912
validation[          , genome  5039] predictions:    9702/  10000 (97.02%), best:    9762/10000 (97.62%), error:      1034.26636, best error:       783.89520 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 134.2778930664s, input_fired_time: 1.2772854567, output_fired_time: 1.1039490700, propagate_forward_time: 50.3652229309, propagate_backward_time: 77.3297805786, weight_update_time: 0.1636813730, other_time: 4.2016677856
epoch time: 11.8181142807s, input_fired_time: 0.1682324558, output_fired_time: 0.0000000000, propagate_forward_time: 11.0848979950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5649833679
validation[          , genome  5039] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       992.69171, best error:       783.89520 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 136.0080261230s, input_fired_time: 1.2776129246, output_fired_time: 1.1229830980, propagate_forward_time: 51.5119743347, propagate_backward_time: 78.9283218384, weight_update_time: 0.1636026651, other_time: 3.1671218872
epoch time: 10.2953395844s, input_fired_time: 0.1641015559, output_fired_time: 0.0000000000, propagate_forward_time: 9.5728635788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583744049
validation[          , genome  5039] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       824.07446, best error:       783.89520 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 144.9369659424s, input_fired_time: 1.3999761343, output_fired_time: 1.1738761663, propagate_forward_time: 54.7898406982, propagate_backward_time: 82.3757476807, weight_update_time: 0.1823378503, other_time: 5.1975250244
epoch time: 10.2168798447s, input_fired_time: 0.1621975601, output_fired_time: 0.0000000000, propagate_forward_time: 9.4976501465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570325851
validation[          , genome  5039] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       868.73651, best error:       783.89520 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 135.9694671631s, input_fired_time: 1.2811266184, output_fired_time: 1.1118904352, propagate_forward_time: 48.5557556152, propagate_backward_time: 81.8254089355, weight_update_time: 0.1643313169, other_time: 3.1952819824
epoch time: 10.1737527847s, input_fired_time: 0.1627150625, output_fired_time: 0.0000000000, propagate_forward_time: 9.4617280960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493097305
validation[          , genome  5039] predictions:    9717/  10000 (97.17%), best:    9762/10000 (97.62%), error:       980.42395, best error:       783.89520 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.3908081055s, input_fired_time: 1.2810808420, output_fired_time: 1.1262011528, propagate_forward_time: 52.1949996948, propagate_backward_time: 76.5692901611, weight_update_time: 0.1640376747, other_time: 3.2192306519
epoch time: 11.7037563324s, input_fired_time: 0.1698642522, output_fired_time: 0.0000000000, propagate_forward_time: 10.9551258087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787658691
validation[          , genome  5039] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       902.22168, best error:       783.89520 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 135.8028564453s, input_fired_time: 1.2908643484, output_fired_time: 1.1109418869, propagate_forward_time: 53.4739875793, propagate_backward_time: 76.7270355225, weight_update_time: 0.1637194604, other_time: 3.2000274658
epoch time: 10.1243667603s, input_fired_time: 0.1621491760, output_fired_time: 0.0000000000, propagate_forward_time: 9.4147796631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474376678
validation[          , genome  5039] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       866.74017, best error:       783.89520 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 140.1846466064s, input_fired_time: 1.3279706240, output_fired_time: 1.1413968801, propagate_forward_time: 51.1158561707, propagate_backward_time: 83.3437576294, weight_update_time: 0.1671551615, other_time: 3.2556533813
epoch time: 11.5193872452s, input_fired_time: 0.1671954542, output_fired_time: 0.0000000000, propagate_forward_time: 10.7787818909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734100342
validation[          , genome  5039] predictions:    9633/  10000 (96.33%), best:    9762/10000 (97.62%), error:      1219.02100, best error:       783.89520 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 135.5396728516s, input_fired_time: 1.2831782103, output_fired_time: 1.1067446470, propagate_forward_time: 51.4688682556, propagate_backward_time: 78.4648132324, weight_update_time: 0.1636255831, other_time: 3.2160644531
epoch time: 10.2934579849s, input_fired_time: 0.1652573347, output_fired_time: 0.0000000000, propagate_forward_time: 9.5610809326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671195984
validation[          , genome  5039] predictions:    9700/  10000 (97.00%), best:    9762/10000 (97.62%), error:      1028.72241, best error:       783.89520 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 135.5942840576s, input_fired_time: 1.2890399694, output_fired_time: 1.1134537458, propagate_forward_time: 49.7340927124, propagate_backward_time: 80.2516860962, weight_update_time: 0.1641596854, other_time: 3.2060089111
epoch time: 10.2376079559s, input_fired_time: 0.1632760763, output_fired_time: 0.0000000000, propagate_forward_time: 9.5218839645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524482727
validation[          , genome  5039] predictions:    9710/  10000 (97.10%), best:    9762/10000 (97.62%), error:       933.96045, best error:       783.89520 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 138.7258300781s, input_fired_time: 1.3562283516, output_fired_time: 1.1452679634, propagate_forward_time: 51.5931091309, propagate_backward_time: 81.3670043945, weight_update_time: 0.1630641371, other_time: 3.2642211914
epoch time: 11.5488004684s, input_fired_time: 0.1681620628, output_fired_time: 0.0000000000, propagate_forward_time: 10.8049421310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756959915
validation[          , genome  5039] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       803.37634, best error:       783.89520 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 136.3528289795s, input_fired_time: 2.2981429100, output_fired_time: 1.1130012274, propagate_forward_time: 49.7630157471, propagate_backward_time: 79.9525985718, weight_update_time: 0.1644407362, other_time: 3.2260665894
epoch time: 10.2086677551s, input_fired_time: 0.1628572941, output_fired_time: 0.0000000000, propagate_forward_time: 9.4888553619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569553375
validation[          , genome  5039] predictions:    9731/  10000 (97.31%), best:    9762/10000 (97.62%), error:       863.13965, best error:       783.89520 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 135.4818725586s, input_fired_time: 1.2853198051, output_fired_time: 1.1052612066, propagate_forward_time: 51.5020446777, propagate_backward_time: 78.4103927612, weight_update_time: 0.1629507691, other_time: 3.1788558960
epoch time: 12.4507312775s, input_fired_time: 1.1815441847, output_fired_time: 0.0000000000, propagate_forward_time: 10.6637687683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054182053
validation[          , genome  5039] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       862.81006, best error:       783.89520 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 134.4757232666s, input_fired_time: 1.2864114046, output_fired_time: 1.1108478308, propagate_forward_time: 53.3027915955, propagate_backward_time: 75.5816955566, weight_update_time: 0.1641392708, other_time: 3.1939697266
epoch time: 11.6471815109s, input_fired_time: 0.1691457927, output_fired_time: 0.0000000000, propagate_forward_time: 10.9101104736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679254532
validation[          , genome  5039] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       916.56299, best error:       783.89520 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 135.7270050049s, input_fired_time: 2.2997086048, output_fired_time: 1.1074435711, propagate_forward_time: 50.3699455261, propagate_backward_time: 78.7197113037, weight_update_time: 0.1642653495, other_time: 3.2301940918
epoch time: 10.2240829468s, input_fired_time: 0.1629818827, output_fired_time: 0.0000000000, propagate_forward_time: 9.5095520020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515489578
validation[          , genome  5039] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       861.12457, best error:       783.89520 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 135.9192199707s, input_fired_time: 1.2850685120, output_fired_time: 1.1115005016, propagate_forward_time: 49.6302642822, propagate_backward_time: 80.7242202759, weight_update_time: 0.1630214751, other_time: 3.1681747437
epoch time: 11.5791530609s, input_fired_time: 0.1702175885, output_fired_time: 0.0000000000, propagate_forward_time: 10.8269510269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5819845200
validation[          , genome  5039] predictions:    9680/  10000 (96.80%), best:    9762/10000 (97.62%), error:      1031.29419, best error:       783.89520 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 136.0545349121s, input_fired_time: 1.2977283001, output_fired_time: 1.1115463972, propagate_forward_time: 51.6220779419, propagate_backward_time: 78.8446884155, weight_update_time: 0.1630939543, other_time: 3.1784973145
epoch time: 11.9680423737s, input_fired_time: 0.1635394841, output_fired_time: 0.0000000000, propagate_forward_time: 11.1627197266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417827606
validation[          , genome  5039] predictions:    9692/  10000 (96.92%), best:    9762/10000 (97.62%), error:      1026.16016, best error:       783.89520 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 140.6370086670s, input_fired_time: 1.3211419582, output_fired_time: 2.1753332615, propagate_forward_time: 52.2615127563, propagate_backward_time: 81.5750045776, weight_update_time: 0.1643386483, other_time: 3.3040161133
epoch time: 11.5782394409s, input_fired_time: 0.1693867892, output_fired_time: 0.0000000000, propagate_forward_time: 10.8355312347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5733213425
validation[          , genome  5039] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       926.76581, best error:       783.89520 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.1694641113s, input_fired_time: 1.2997921705, output_fired_time: 2.1276047230, propagate_forward_time: 48.6290969849, propagate_backward_time: 80.9140853882, weight_update_time: 0.1645204425, other_time: 3.1988830566
epoch time: 10.1093130112s, input_fired_time: 0.1622195393, output_fired_time: 0.0000000000, propagate_forward_time: 9.3963174820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507755280
validation[          , genome  5039] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       970.60681, best error:       783.89520 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 135.9470672607s, input_fired_time: 1.2934411764, output_fired_time: 1.1121239662, propagate_forward_time: 51.5768890381, propagate_backward_time: 78.7448272705, weight_update_time: 0.1642384529, other_time: 3.2197875977
epoch time: 11.5377206802s, input_fired_time: 0.1693461984, output_fired_time: 0.0000000000, propagate_forward_time: 10.8012437820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671310425
validation[          , genome  5039] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       842.83539, best error:       783.89520 on epoch:    71, 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: 53.9856529236s, input_fired_time: 0.8357737660, output_fired_time: 0.0000000000, propagate_forward_time: 50.2008132935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9490661621
best training[          , genome  5039] predictions:   49639/  50000 (99.28%), best:    9762/10000 (97.62%), error:      1521.18652, best error:       783.89520 on epoch:    71, 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: 11.6151161194s, input_fired_time: 0.1670493484, output_fired_time: 0.0000000000, propagate_forward_time: 10.8724794388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755872726
   testing[          , genome  5039] predictions:    9777/  10000 (97.77%), best:    9762/10000 (97.62%), error:       757.53400, best error:       783.89520 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:44:20 (10096): called boinc_finish(0)

</stderr_txt>
]]>