Nameexact_genome_1512568488_43_6474_0
Workunit2603660
Created7 Dec 2017, 20:02:42 UTC
Sent7 Dec 2017, 20:09:25 UTC
Report deadline15 Dec 2017, 21:13:41 UTC
Received8 Dec 2017, 12:12:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 54 min 2 sec
CPU time4 hours 48 min 55 sec
Validate stateValid
Credit2,011.16
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.39 MB
Peak swap size152.13 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
669, weight_update_time: 0.1579179317, other_time: 7.7331771851
epoch time: 13.5506534576s, input_fired_time: 0.1338313818, output_fired_time: 0.0000000000, propagate_forward_time: 11.9363536835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4804687500
validation[          , genome  6474] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       928.07721, best error:       928.07721 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 159.6484985352s, input_fired_time: 1.2812820673, output_fired_time: 0.8297776580, propagate_forward_time: 59.5095481873, propagate_backward_time: 90.2895431519, weight_update_time: 0.1576824784, other_time: 7.7383499146
epoch time: 13.6486711502s, input_fired_time: 0.1340655684, output_fired_time: 0.0000000000, propagate_forward_time: 12.0392866135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4753189087
validation[          , genome  6474] predictions:    9731/  10000 (97.31%), best:    9726/10000 (97.26%), error:       942.10626, best error:       928.07721 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 159.9158020020s, input_fired_time: 1.2663699389, output_fired_time: 0.8799158335, propagate_forward_time: 59.9133262634, propagate_backward_time: 90.0412673950, weight_update_time: 0.1577419341, other_time: 7.8149185181
epoch time: 13.5800523758s, input_fired_time: 0.1423080415, output_fired_time: 0.0000000000, propagate_forward_time: 11.9555711746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4821729660
validation[          , genome  6474] predictions:    9681/  10000 (96.81%), best:    9726/10000 (97.26%), error:      1064.20227, best error:       928.07721 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 160.1802368164s, input_fired_time: 1.3579853773, output_fired_time: 0.8370248079, propagate_forward_time: 60.2811431885, propagate_backward_time: 89.9270019531, weight_update_time: 0.1609114558, other_time: 7.7770843506
epoch time: 13.7641048431s, input_fired_time: 0.1392344534, output_fired_time: 0.0000000000, propagate_forward_time: 12.1359815598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4888887405
validation[          , genome  6474] predictions:    9668/  10000 (96.68%), best:    9726/10000 (97.26%), error:      1091.04065, best error:       928.07721 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 159.5377197266s, input_fired_time: 1.2723331451, output_fired_time: 0.8274973631, propagate_forward_time: 59.4927177429, propagate_backward_time: 90.0623245239, weight_update_time: 0.1571197510, other_time: 7.8828353882
epoch time: 13.5544824600s, input_fired_time: 0.1350347102, output_fired_time: 0.0000000000, propagate_forward_time: 11.9361667633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4832811356
validation[          , genome  6474] predictions:    9731/  10000 (97.31%), best:    9726/10000 (97.26%), error:       963.11908, best error:       928.07721 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 159.6779327393s, input_fired_time: 1.2750387192, output_fired_time: 0.8620519042, propagate_forward_time: 59.9519424438, propagate_backward_time: 89.8642044067, weight_update_time: 0.1656018198, other_time: 7.7247009277
epoch time: 13.6230440140s, input_fired_time: 0.1343138814, output_fired_time: 0.0000000000, propagate_forward_time: 11.9767208099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5120096207
validation[          , genome  6474] predictions:    9704/  10000 (97.04%), best:    9726/10000 (97.26%), error:       945.35480, best error:       928.07721 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 160.2457275391s, input_fired_time: 1.2630006075, output_fired_time: 0.8339731693, propagate_forward_time: 59.6944503784, propagate_backward_time: 90.7025680542, weight_update_time: 0.1573151797, other_time: 7.7517395020
epoch time: 13.6682252884s, input_fired_time: 0.1352920532, output_fired_time: 0.0000000000, propagate_forward_time: 12.0439767838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4889564514
validation[          , genome  6474] predictions:    9707/  10000 (97.07%), best:    9726/10000 (97.26%), error:       990.40326, best error:       928.07721 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 160.2559509277s, input_fired_time: 1.2640875578, output_fired_time: 0.8250288367, propagate_forward_time: 60.0303344727, propagate_backward_time: 90.3798065186, weight_update_time: 0.1569657624, other_time: 7.7566986084
epoch time: 13.7032451630s, input_fired_time: 0.1397086978, output_fired_time: 0.0000000000, propagate_forward_time: 12.0873670578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4761695862
validation[          , genome  6474] predictions:    9699/  10000 (96.99%), best:    9726/10000 (97.26%), error:      1011.52448, best error:       928.07721 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 159.2853851318s, input_fired_time: 1.2840589285, output_fired_time: 0.8302257061, propagate_forward_time: 59.9235954285, propagate_backward_time: 89.5411758423, weight_update_time: 0.1566032171, other_time: 7.7063217163
epoch time: 13.4720888138s, input_fired_time: 0.1358598471, output_fired_time: 0.0000000000, propagate_forward_time: 11.8615579605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4746713638
validation[          , genome  6474] predictions:    9661/  10000 (96.61%), best:    9726/10000 (97.26%), error:      1133.13843, best error:       928.07721 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 159.9420318604s, input_fired_time: 1.2723438740, output_fired_time: 0.8298676014, propagate_forward_time: 59.9119834900, propagate_backward_time: 90.1709899902, weight_update_time: 0.1572812647, other_time: 7.7568511963
epoch time: 13.6986341476s, input_fired_time: 0.1358213127, output_fired_time: 0.0000000000, propagate_forward_time: 12.0776557922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4851570129
validation[          , genome  6474] predictions:    9708/  10000 (97.08%), best:    9726/10000 (97.26%), error:       966.40442, best error:       928.07721 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 162.1473846436s, input_fired_time: 1.2779216766, output_fired_time: 0.8319693804, propagate_forward_time: 60.8125152588, propagate_backward_time: 91.4178695679, weight_update_time: 0.1654678583, other_time: 7.8071060181
epoch time: 13.9289836884s, input_fired_time: 0.1476970017, output_fired_time: 0.0000000000, propagate_forward_time: 12.2761640549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5051221848
validation[          , genome  6474] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       875.46393, best error:       875.46393 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 160.3273010254s, input_fired_time: 1.2717279196, output_fired_time: 0.8307737708, propagate_forward_time: 60.0003089905, propagate_backward_time: 90.4829711914, weight_update_time: 0.1577865332, other_time: 7.7415161133
epoch time: 13.7735681534s, input_fired_time: 0.1363863349, output_fired_time: 0.0000000000, propagate_forward_time: 12.1681709290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4690113068
validation[          , genome  6474] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       908.43146, best error:       875.46393 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 160.6026763916s, input_fired_time: 1.2680547237, output_fired_time: 0.8453695178, propagate_forward_time: 60.3268241882, propagate_backward_time: 90.3616409302, weight_update_time: 0.1637461632, other_time: 7.8007888794
epoch time: 13.7234373093s, input_fired_time: 0.1399621964, output_fired_time: 0.0000000000, propagate_forward_time: 12.0818614960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5016136169
validation[          , genome  6474] predictions:    9699/  10000 (96.99%), best:    9738/10000 (97.38%), error:      1035.23779, best error:       875.46393 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 159.3762817383s, input_fired_time: 1.2716612816, output_fired_time: 0.8575932980, propagate_forward_time: 59.8852539062, propagate_backward_time: 89.6631469727, weight_update_time: 0.1568876207, other_time: 7.6986236572
epoch time: 13.6906747818s, input_fired_time: 0.1360770464, output_fired_time: 0.0000000000, propagate_forward_time: 12.0673637390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4872341156
validation[          , genome  6474] predictions:    9717/  10000 (97.17%), best:    9738/10000 (97.38%), error:       951.13275, best error:       875.46393 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 159.7577514648s, input_fired_time: 1.2692037821, output_fired_time: 0.8442301750, propagate_forward_time: 59.8969459534, propagate_backward_time: 89.9252166748, weight_update_time: 0.1571401060, other_time: 7.8221588135
epoch time: 13.6046199799s, input_fired_time: 0.1374778301, output_fired_time: 0.0000000000, propagate_forward_time: 11.9920043945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4751377106
validation[          , genome  6474] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       969.62946, best error:       875.46393 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 161.5900726318s, input_fired_time: 1.3053917885, output_fired_time: 0.8791161776, propagate_forward_time: 60.4418678284, propagate_backward_time: 91.0239562988, weight_update_time: 0.1577116400, other_time: 7.9397430420
epoch time: 14.4216527939s, input_fired_time: 0.1459552497, output_fired_time: 0.0000000000, propagate_forward_time: 12.1930618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0826358795
validation[          , genome  6474] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       856.54236, best error:       856.54236 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 159.5459747314s, input_fired_time: 1.3113349676, output_fired_time: 0.8333174586, propagate_forward_time: 60.0308647156, propagate_backward_time: 89.6257400513, weight_update_time: 0.1564500332, other_time: 7.7447128296
epoch time: 13.8434514999s, input_fired_time: 0.1383982897, output_fired_time: 0.0000000000, propagate_forward_time: 12.1508378983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5542154312
validation[          , genome  6474] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       949.91193, best error:       856.54236 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 160.4647216797s, input_fired_time: 1.3100727797, output_fired_time: 0.8363916278, propagate_forward_time: 60.1985969543, propagate_backward_time: 90.4216995239, weight_update_time: 0.1762405038, other_time: 7.6979598999
epoch time: 13.7881355286s, input_fired_time: 0.1369334161, output_fired_time: 0.0000000000, propagate_forward_time: 12.1160354614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5351667404
validation[          , genome  6474] predictions:    9699/  10000 (96.99%), best:    9746/10000 (97.46%), error:       992.61548, best error:       856.54236 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 159.3520965576s, input_fired_time: 1.2683720589, output_fired_time: 0.8296169043, propagate_forward_time: 59.5895195007, propagate_backward_time: 89.9490966797, weight_update_time: 0.1726118475, other_time: 7.7154846191
epoch time: 13.6691923141s, input_fired_time: 0.1365086585, output_fired_time: 0.0000000000, propagate_forward_time: 11.9865541458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5461292267
validation[          , genome  6474] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       900.14001, best error:       856.54236 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 159.9517974854s, input_fired_time: 1.3099075556, output_fired_time: 0.8356295824, propagate_forward_time: 60.0310287476, propagate_backward_time: 90.0211334229, weight_update_time: 0.1651516855, other_time: 7.7540969849
epoch time: 13.8744955063s, input_fired_time: 0.1366342306, output_fired_time: 0.0000000000, propagate_forward_time: 12.2053241730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5325374603
validation[          , genome  6474] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:      1018.96509, best error:       856.54236 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 159.4966430664s, input_fired_time: 1.3810418844, output_fired_time: 0.8355970383, propagate_forward_time: 59.7962799072, propagate_backward_time: 89.7622604370, weight_update_time: 0.1568413675, other_time: 7.7214584351
epoch time: 13.5727453232s, input_fired_time: 0.1374800056, output_fired_time: 0.0000000000, propagate_forward_time: 11.9467496872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4885158539
validation[          , genome  6474] predictions:    9731/  10000 (97.31%), best:    9746/10000 (97.46%), error:       925.82111, best error:       856.54236 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 159.9206390381s, input_fired_time: 1.2877175808, output_fired_time: 0.8323847651, propagate_forward_time: 59.9835090637, propagate_backward_time: 90.0681381226, weight_update_time: 0.1568572670, other_time: 7.7488937378
epoch time: 13.5719060898s, input_fired_time: 0.1382419318, output_fired_time: 0.0000000000, propagate_forward_time: 11.9568452835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4768190384
validation[          , genome  6474] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       933.06323, best error:       856.54236 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 159.0874481201s, input_fired_time: 1.3042860031, output_fired_time: 0.8434571028, propagate_forward_time: 59.7097702026, propagate_backward_time: 89.4481353760, weight_update_time: 0.1568218023, other_time: 7.7817916870
epoch time: 13.6289529800s, input_fired_time: 0.1364997327, output_fired_time: 0.0000000000, propagate_forward_time: 12.0034236908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4890298843
validation[          , genome  6474] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       922.80109, best error:       856.54236 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 159.5256652832s, input_fired_time: 1.3084173203, output_fired_time: 0.8339566588, propagate_forward_time: 59.8836860657, propagate_backward_time: 89.7997589111, weight_update_time: 0.1575817913, other_time: 7.6998596191
epoch time: 13.7617864609s, input_fired_time: 0.1376563907, output_fired_time: 0.0000000000, propagate_forward_time: 12.1432094574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4809207916
validation[          , genome  6474] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       849.66296, best error:       849.66296 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 159.6133728027s, input_fired_time: 1.2743989229, output_fired_time: 0.9036116600, propagate_forward_time: 59.7571258545, propagate_backward_time: 89.9562835693, weight_update_time: 0.1581388563, other_time: 7.7219543457
epoch time: 13.6750822067s, input_fired_time: 0.1420099735, output_fired_time: 0.0000000000, propagate_forward_time: 12.0424976349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4905748367
validation[          , genome  6474] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       851.07855, best error:       849.66296 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 159.6813049316s, input_fired_time: 1.2726871967, output_fired_time: 0.8294017911, propagate_forward_time: 59.7881698608, propagate_backward_time: 89.9787750244, weight_update_time: 0.1578712761, other_time: 7.8122634888
epoch time: 13.7027168274s, input_fired_time: 0.1388406903, output_fired_time: 0.0000000000, propagate_forward_time: 12.0850410461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4788351059
validation[          , genome  6474] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       927.31702, best error:       849.66296 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 159.8184356689s, input_fired_time: 1.2780803442, output_fired_time: 0.8448890448, propagate_forward_time: 59.5578155518, propagate_backward_time: 90.4340133667, weight_update_time: 0.1612351686, other_time: 7.7036361694
epoch time: 13.8239822388s, input_fired_time: 0.1498736441, output_fired_time: 0.0000000000, propagate_forward_time: 12.1118774414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5622310638
validation[          , genome  6474] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       878.53522, best error:       849.66296 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 160.0849151611s, input_fired_time: 1.2833145857, output_fired_time: 0.8428889513, propagate_forward_time: 60.2110366821, propagate_backward_time: 89.7189254761, weight_update_time: 0.1973912865, other_time: 8.0287475586
epoch time: 13.6186189651s, input_fired_time: 0.1391246468, output_fired_time: 0.0000000000, propagate_forward_time: 11.9844236374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4950704575
validation[          , genome  6474] predictions:    9734/  10000 (97.34%), best:    9752/10000 (97.52%), error:       890.49292, best error:       849.66296 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 159.9199218750s, input_fired_time: 1.2972345352, output_fired_time: 0.8301732540, propagate_forward_time: 59.8234024048, propagate_backward_time: 90.2294540405, weight_update_time: 0.1574343145, other_time: 7.7396545410
epoch time: 13.6888265610s, input_fired_time: 0.1496413350, output_fired_time: 0.0000000000, propagate_forward_time: 12.0212068558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5179786682
validation[          , genome  6474] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       869.32330, best error:       849.66296 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 160.2012176514s, input_fired_time: 1.3108177185, output_fired_time: 0.8426059484, propagate_forward_time: 60.5605583191, propagate_backward_time: 89.6956787109, weight_update_time: 0.1644282043, other_time: 7.7915496826
epoch time: 13.8279209137s, input_fired_time: 0.1435186863, output_fired_time: 0.0000000000, propagate_forward_time: 12.1756391525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5087633133
validation[          , genome  6474] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       912.93353, best error:       849.66296 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 160.1288452148s, input_fired_time: 1.2837436199, output_fired_time: 0.8889340162, propagate_forward_time: 60.0126419067, propagate_backward_time: 90.1589660645, weight_update_time: 0.1615788192, other_time: 7.7845687866
epoch time: 13.6090545654s, input_fired_time: 0.1410954297, output_fired_time: 0.0000000000, propagate_forward_time: 11.9754161835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4925432205
validation[          , genome  6474] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       876.00598, best error:       849.66296 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 159.7059326172s, input_fired_time: 1.3266319036, output_fired_time: 0.8404282331, propagate_forward_time: 59.7906494141, propagate_backward_time: 90.0668640137, weight_update_time: 0.1582095921, other_time: 7.6813659668
epoch time: 13.5927047729s, input_fired_time: 0.1392009258, output_fired_time: 0.0000000000, propagate_forward_time: 11.9611253738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4923782349
validation[          , genome  6474] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       813.63123, best error:       813.63123 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 160.5942230225s, input_fired_time: 1.3018250465, output_fired_time: 0.8380566835, propagate_forward_time: 60.1118049622, propagate_backward_time: 90.4908676147, weight_update_time: 0.1573860198, other_time: 7.8516769409
epoch time: 13.6142358780s, input_fired_time: 0.1450701356, output_fired_time: 0.0000000000, propagate_forward_time: 11.9738225937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4953432083
validation[          , genome  6474] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       917.87933, best error:       813.63123 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 159.8556213379s, input_fired_time: 1.2811841965, output_fired_time: 0.8271018267, propagate_forward_time: 59.7483024597, propagate_backward_time: 90.2487335205, weight_update_time: 0.1573564708, other_time: 7.7502899170
epoch time: 13.6447734833s, input_fired_time: 0.1384319216, output_fired_time: 0.0000000000, propagate_forward_time: 12.0063514709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4999904633
validation[          , genome  6474] predictions:    9678/  10000 (96.78%), best:    9753/10000 (97.53%), error:      1008.05157, best error:       813.63123 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 159.4219818115s, input_fired_time: 1.2885106802, output_fired_time: 0.9809521437, propagate_forward_time: 59.7610092163, propagate_backward_time: 89.7072067261, weight_update_time: 0.1579517126, other_time: 7.6842956543
epoch time: 13.7893228531s, input_fired_time: 0.1441840827, output_fired_time: 0.0000000000, propagate_forward_time: 12.1167736053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5283651352
validation[          , genome  6474] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       879.56720, best error:       813.63123 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 159.5531921387s, input_fired_time: 1.2959517241, output_fired_time: 0.8286428452, propagate_forward_time: 59.8868713379, propagate_backward_time: 89.8460922241, weight_update_time: 0.1574315727, other_time: 7.6956405640
epoch time: 13.4860706329s, input_fired_time: 0.1381244361, output_fired_time: 0.0000000000, propagate_forward_time: 11.8522167206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4957294464
validation[          , genome  6474] predictions:    9760/  10000 (97.60%), best:    9753/10000 (97.53%), error:       821.03296, best error:       813.63123 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 160.6334991455s, input_fired_time: 1.3092273474, output_fired_time: 0.8317739964, propagate_forward_time: 60.3614158630, propagate_backward_time: 90.3377304077, weight_update_time: 0.1580573767, other_time: 7.7933425903
epoch time: 13.5234527588s, input_fired_time: 0.1405507475, output_fired_time: 0.0000000000, propagate_forward_time: 11.9032344818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4796676636
validation[          , genome  6474] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       831.08246, best error:       813.63123 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 159.9453887939s, input_fired_time: 1.3157320023, output_fired_time: 0.8709141016, propagate_forward_time: 59.8003768921, propagate_backward_time: 90.2644958496, weight_update_time: 0.1568621397, other_time: 7.6938705444
epoch time: 13.5826663971s, input_fired_time: 0.1365137249, output_fired_time: 0.0000000000, propagate_forward_time: 11.9465579987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4995946884
validation[          , genome  6474] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       977.70764, best error:       813.63123 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 160.0960845947s, input_fired_time: 1.2901308537, output_fired_time: 0.8467953801, propagate_forward_time: 60.0847969055, propagate_backward_time: 90.1281356812, weight_update_time: 0.1613677889, other_time: 7.7462234497
epoch time: 13.7295398712s, input_fired_time: 0.1391360164, output_fired_time: 0.0000000000, propagate_forward_time: 12.0885429382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5018606186
validation[          , genome  6474] predictions:    9760/  10000 (97.60%), best:    9753/10000 (97.53%), error:       845.34961, best error:       813.63123 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 159.6247863770s, input_fired_time: 1.3103657961, output_fired_time: 0.8308037519, propagate_forward_time: 59.9105186462, propagate_backward_time: 89.8085250854, weight_update_time: 0.1566447020, other_time: 7.7645645142
epoch time: 13.5577602386s, input_fired_time: 0.1410360038, output_fired_time: 0.0000000000, propagate_forward_time: 11.9349079132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4818162918
validation[          , genome  6474] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:      1102.44495, best error:       813.63123 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 160.0168304443s, input_fired_time: 1.2897964716, output_fired_time: 0.8414306641, propagate_forward_time: 60.0631637573, propagate_backward_time: 90.0215606689, weight_update_time: 0.1569886953, other_time: 7.8008804321
epoch time: 13.5644321442s, input_fired_time: 0.1416296214, output_fired_time: 0.0000000000, propagate_forward_time: 11.9300594330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4927434921
validation[          , genome  6474] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       862.54675, best error:       813.63123 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 160.5476837158s, input_fired_time: 1.3103680611, output_fired_time: 0.8384110928, propagate_forward_time: 60.2837600708, propagate_backward_time: 90.2265319824, weight_update_time: 0.1576339751, other_time: 7.8886184692
epoch time: 13.7881097794s, input_fired_time: 0.1402986944, output_fired_time: 0.0000000000, propagate_forward_time: 12.1252012253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5226097107
validation[          , genome  6474] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       876.09076, best error:       813.63123 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 159.9017028809s, input_fired_time: 1.3154331446, output_fired_time: 0.8343157768, propagate_forward_time: 60.1063919067, propagate_backward_time: 89.9407653809, weight_update_time: 0.1775452048, other_time: 7.7047958374
epoch time: 13.7100772858s, input_fired_time: 0.1404889524, output_fired_time: 0.0000000000, propagate_forward_time: 12.0463018417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5232868195
validation[          , genome  6474] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:      1026.22192, best error:       813.63123 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 159.3246765137s, input_fired_time: 1.2947908640, output_fired_time: 0.8322007060, propagate_forward_time: 59.6205558777, propagate_backward_time: 89.8699645996, weight_update_time: 0.1567489505, other_time: 7.7071685791
epoch time: 13.4952545166s, input_fired_time: 0.1414449513, output_fired_time: 0.0000000000, propagate_forward_time: 11.8617305756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4920787811
validation[          , genome  6474] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       849.43811, best error:       813.63123 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 160.5272827148s, input_fired_time: 1.3405843973, output_fired_time: 0.8341937661, propagate_forward_time: 60.3818550110, propagate_backward_time: 90.1928710938, weight_update_time: 0.1577206552, other_time: 7.7777709961
epoch time: 13.7594070435s, input_fired_time: 0.1414586008, output_fired_time: 0.0000000000, propagate_forward_time: 12.1112728119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5066757202
validation[          , genome  6474] predictions:    9699/  10000 (96.99%), best:    9753/10000 (97.53%), error:      1018.71533, best error:       813.63123 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 160.3414459229s, input_fired_time: 1.2955063581, output_fired_time: 0.8364672661, propagate_forward_time: 60.0807189941, propagate_backward_time: 90.2570800781, weight_update_time: 0.1576816887, other_time: 7.8716735840
epoch time: 13.5559387207s, input_fired_time: 0.1401116252, output_fired_time: 0.0000000000, propagate_forward_time: 11.9360074997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4798192978
validation[          , genome  6474] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       865.98566, best error:       813.63123 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 159.5779266357s, input_fired_time: 1.2880339622, output_fired_time: 0.8732475042, propagate_forward_time: 59.8313331604, propagate_backward_time: 89.8867645264, weight_update_time: 0.1574399322, other_time: 7.6985473633
epoch time: 13.5365123749s, input_fired_time: 0.1412066370, output_fired_time: 0.0000000000, propagate_forward_time: 11.9009590149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4943466187
validation[          , genome  6474] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       901.81976, best error:       813.63123 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 160.3126220703s, input_fired_time: 1.3006346226, output_fired_time: 0.8416473269, propagate_forward_time: 60.0785026550, propagate_backward_time: 90.2971191406, weight_update_time: 0.1574038416, other_time: 7.7947235107
epoch time: 13.8698225021s, input_fired_time: 0.1436899751, output_fired_time: 0.0000000000, propagate_forward_time: 12.1934356689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5326967239
validation[          , genome  6474] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       876.30426, best error:       813.63123 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 160.3070068359s, input_fired_time: 1.3223341703, output_fired_time: 0.8630216718, propagate_forward_time: 60.1607933044, propagate_backward_time: 90.0728683472, weight_update_time: 0.1571436226, other_time: 7.8879928589
epoch time: 13.6826391220s, input_fired_time: 0.1418360323, output_fired_time: 0.0000000000, propagate_forward_time: 12.0346946716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5061082840
validation[          , genome  6474] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       829.63751, best error:       813.63123 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 160.0287170410s, input_fired_time: 1.3057181835, output_fired_time: 0.8371677995, propagate_forward_time: 60.0547561646, propagate_backward_time: 90.1718215942, weight_update_time: 0.1576932818, other_time: 7.6592407227
epoch time: 13.6855916977s, input_fired_time: 0.1411625147, output_fired_time: 0.0000000000, propagate_forward_time: 11.9532518387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5911769867
validation[          , genome  6474] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       820.33936, best error:       813.63123 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 159.2471618652s, input_fired_time: 1.2902284861, output_fired_time: 0.8930214047, propagate_forward_time: 59.5140724182, propagate_backward_time: 89.8184967041, weight_update_time: 0.1574230492, other_time: 7.7313537598
epoch time: 13.7923851013s, input_fired_time: 0.1417607516, output_fired_time: 0.0000000000, propagate_forward_time: 12.1538600922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4967641830
validation[          , genome  6474] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       950.52472, best error:       813.63123 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 160.1275024414s, input_fired_time: 1.3475613594, output_fired_time: 0.8815901279, propagate_forward_time: 60.1537513733, propagate_backward_time: 90.0293807983, weight_update_time: 0.1652141660, other_time: 7.7152175903
epoch time: 13.8091268539s, input_fired_time: 0.1583158672, output_fired_time: 0.0000000000, propagate_forward_time: 12.0911769867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5596342087
validation[          , genome  6474] predictions:    9674/  10000 (96.74%), best:    9753/10000 (97.53%), error:      1122.04846, best error:       813.63123 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 159.9515228271s, input_fired_time: 1.3249353170, output_fired_time: 0.8435294628, propagate_forward_time: 60.0827674866, propagate_backward_time: 89.9231796265, weight_update_time: 0.1579279006, other_time: 7.7771072388
epoch time: 13.6707458496s, input_fired_time: 0.1439126283, output_fired_time: 0.0000000000, propagate_forward_time: 11.9725666046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5542669296
validation[          , genome  6474] predictions:    9657/  10000 (96.57%), best:    9753/10000 (97.53%), error:      1050.26550, best error:       813.63123 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.7131195068s, input_fired_time: 1.3131505251, output_fired_time: 0.8366794586, propagate_forward_time: 60.3415184021, propagate_backward_time: 90.5134277344, weight_update_time: 0.1579031199, other_time: 7.7083282471
epoch time: 13.6900043488s, input_fired_time: 0.1458566785, output_fired_time: 0.0000000000, propagate_forward_time: 12.0397491455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5043983459
validation[          , genome  6474] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       854.74915, best error:       813.63123 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 160.2485198975s, input_fired_time: 1.3512563705, output_fired_time: 0.8300392032, propagate_forward_time: 60.5053024292, propagate_backward_time: 89.8501434326, weight_update_time: 0.1581639498, other_time: 7.7117843628
epoch time: 13.7270603180s, input_fired_time: 0.1494891942, output_fired_time: 0.0000000000, propagate_forward_time: 12.0841941833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4933767319
validation[          , genome  6474] predictions:    9689/  10000 (96.89%), best:    9753/10000 (97.53%), error:      1038.39648, best error:       813.63123 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.6966247559s, input_fired_time: 1.3040143251, output_fired_time: 0.8421024084, propagate_forward_time: 59.5587501526, propagate_backward_time: 90.2437362671, weight_update_time: 0.1657601595, other_time: 7.7480239868
epoch time: 13.6244087219s, input_fired_time: 0.1417733729, output_fired_time: 0.0000000000, propagate_forward_time: 11.9688940048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5137414932
validation[          , genome  6474] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       952.87964, best error:       813.63123 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.5797729492s, input_fired_time: 1.3050668240, output_fired_time: 0.8303627968, propagate_forward_time: 59.6940727234, propagate_backward_time: 90.0013046265, weight_update_time: 0.1571563482, other_time: 7.7489547729
epoch time: 13.6512575150s, input_fired_time: 0.1432461590, output_fired_time: 0.0000000000, propagate_forward_time: 12.0056657791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5023460388
validation[          , genome  6474] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       792.17883, best error:       792.17883 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 159.4883422852s, input_fired_time: 1.3008503914, output_fired_time: 0.8337767124, propagate_forward_time: 59.7021522522, propagate_backward_time: 89.8597869873, weight_update_time: 0.1571789533, other_time: 7.7917785645
epoch time: 13.8577852249s, input_fired_time: 0.1429093927, output_fired_time: 0.0000000000, propagate_forward_time: 12.2086753845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5062007904
validation[          , genome  6474] predictions:    9733/  10000 (97.33%), best:    9758/10000 (97.58%), error:       850.38745, best error:       792.17883 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 160.1531219482s, input_fired_time: 1.3109457493, output_fired_time: 0.8557010889, propagate_forward_time: 59.9470748901, propagate_backward_time: 90.2180709839, weight_update_time: 0.2533320487, other_time: 7.8213348389
epoch time: 13.5840902328s, input_fired_time: 0.1421637833, output_fired_time: 0.0000000000, propagate_forward_time: 11.9440689087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4978570938
validation[          , genome  6474] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       859.65790, best error:       792.17883 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 159.9076995850s, input_fired_time: 1.3032743931, output_fired_time: 0.8322979212, propagate_forward_time: 60.0217361450, propagate_backward_time: 89.9713287354, weight_update_time: 0.1637705266, other_time: 7.7790756226
epoch time: 13.7138662338s, input_fired_time: 0.1435152441, output_fired_time: 0.0000000000, propagate_forward_time: 12.0216751099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5486755371
validation[          , genome  6474] predictions:    9750/  10000 (97.50%), best:    9758/10000 (97.58%), error:       813.51404, best error:       792.17883 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 160.3035278320s, input_fired_time: 1.3303005695, output_fired_time: 0.8442720771, propagate_forward_time: 60.1579551697, propagate_backward_time: 90.2208709717, weight_update_time: 0.1650677025, other_time: 7.7501220703
epoch time: 13.7041254044s, input_fired_time: 0.1516568512, output_fired_time: 0.0000000000, propagate_forward_time: 12.0249881744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5274801254
validation[          , genome  6474] predictions:    9762/  10000 (97.62%), best:    9758/10000 (97.58%), error:       802.42566, best error:       792.17883 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 159.3105926514s, input_fired_time: 1.3166205883, output_fired_time: 0.8610854745, propagate_forward_time: 59.5352172852, propagate_backward_time: 89.9262771606, weight_update_time: 0.1576901376, other_time: 7.6713943481
epoch time: 13.6614694595s, input_fired_time: 0.1530732214, output_fired_time: 0.0000000000, propagate_forward_time: 12.0062084198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5021877289
validation[          , genome  6474] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       861.27686, best error:       792.17883 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.7821502686s, input_fired_time: 1.3300154209, output_fired_time: 0.8411540985, propagate_forward_time: 59.9683303833, propagate_backward_time: 89.8392028809, weight_update_time: 0.1577876359, other_time: 7.8034439087
epoch time: 13.5787258148s, input_fired_time: 0.1430991143, output_fired_time: 0.0000000000, propagate_forward_time: 11.9228057861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5128211975
validation[          , genome  6474] predictions:    9712/  10000 (97.12%), best:    9758/10000 (97.58%), error:       914.85864, best error:       792.17883 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 161.0989074707s, input_fired_time: 1.3096541166, output_fired_time: 0.8477807641, propagate_forward_time: 60.1460037231, propagate_backward_time: 90.9856414795, weight_update_time: 0.1620032638, other_time: 7.8098373413
epoch time: 13.8163814545s, input_fired_time: 0.1445548385, output_fired_time: 0.0000000000, propagate_forward_time: 12.1628561020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5089702606
validation[          , genome  6474] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       817.03040, best error:       792.17883 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 160.0025634766s, input_fired_time: 1.3120493889, output_fired_time: 0.8305771947, propagate_forward_time: 59.9653892517, propagate_backward_time: 90.0900726318, weight_update_time: 0.1586202979, other_time: 7.8044738770
epoch time: 13.8581476212s, input_fired_time: 0.1445161104, output_fired_time: 0.0000000000, propagate_forward_time: 12.1883840561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5252475739
validation[          , genome  6474] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       765.89191, best error:       765.89191 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 159.7661590576s, input_fired_time: 1.3329433203, output_fired_time: 0.8317556381, propagate_forward_time: 59.8988800049, propagate_backward_time: 89.8956069946, weight_update_time: 0.1618154198, other_time: 7.8069686890
epoch time: 13.8326549530s, input_fired_time: 0.1446471214, output_fired_time: 0.0000000000, propagate_forward_time: 12.1701488495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5178585052
validation[          , genome  6474] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       881.47821, best error:       765.89191 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 160.1106262207s, input_fired_time: 1.3055977821, output_fired_time: 0.8517152071, propagate_forward_time: 59.9062919617, propagate_backward_time: 90.2758560181, weight_update_time: 0.1577166766, other_time: 7.7711563110
epoch time: 13.6656160355s, input_fired_time: 0.1453740001, output_fired_time: 0.0000000000, propagate_forward_time: 12.0345277786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4857139587
validation[          , genome  6474] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       825.72986, best error:       765.89191 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 160.0239257812s, input_fired_time: 1.3054003716, output_fired_time: 0.8586709499, propagate_forward_time: 59.9397125244, propagate_backward_time: 90.1889038086, weight_update_time: 0.1581034064, other_time: 7.7312316895
epoch time: 13.8405094147s, input_fired_time: 0.1444366127, output_fired_time: 0.0000000000, propagate_forward_time: 12.1297721863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5663003922
validation[          , genome  6474] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       814.34137, best error:       765.89191 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 161.0941162109s, input_fired_time: 1.3896120787, output_fired_time: 0.8419829011, propagate_forward_time: 60.1576538086, propagate_backward_time: 90.7893600464, weight_update_time: 0.1580974162, other_time: 7.9155044556
epoch time: 13.6900768280s, input_fired_time: 0.1494756937, output_fired_time: 0.0000000000, propagate_forward_time: 12.0025558472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380449295
validation[          , genome  6474] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       773.86810, best error:       765.89191 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.8853607178s, input_fired_time: 1.3232836723, output_fired_time: 0.8347041011, propagate_forward_time: 59.9054374695, propagate_backward_time: 90.0985183716, weight_update_time: 0.1579852849, other_time: 7.7234115601
epoch time: 13.7404651642s, input_fired_time: 0.1552589834, output_fired_time: 0.0000000000, propagate_forward_time: 12.0604305267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5247755051
validation[          , genome  6474] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       939.44727, best error:       765.89191 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 160.3305969238s, input_fired_time: 1.3205429316, output_fired_time: 0.8350090981, propagate_forward_time: 60.0192146301, propagate_backward_time: 90.4032516479, weight_update_time: 0.1651926190, other_time: 7.7525863647
epoch time: 13.9024038315s, input_fired_time: 0.1448878348, output_fired_time: 0.0000000000, propagate_forward_time: 12.2209577560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5365581512
validation[          , genome  6474] predictions:    9699/  10000 (96.99%), best:    9783/10000 (97.83%), error:       981.87775, best error:       765.89191 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 159.5528717041s, input_fired_time: 1.3177084923, output_fired_time: 0.8379581571, propagate_forward_time: 59.8423461914, propagate_backward_time: 89.8238830566, weight_update_time: 0.1691112220, other_time: 7.7309875488
epoch time: 13.5164079666s, input_fired_time: 0.1464979053, output_fired_time: 0.0000000000, propagate_forward_time: 11.8887948990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4811153412
validation[          , genome  6474] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       857.38617, best error:       765.89191 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 159.5106048584s, input_fired_time: 1.3192577362, output_fired_time: 0.8436934352, propagate_forward_time: 59.7108535767, propagate_backward_time: 89.9158172607, weight_update_time: 0.1573767662, other_time: 7.7209854126
epoch time: 13.9552164078s, input_fired_time: 0.1691327989, output_fired_time: 0.0000000000, propagate_forward_time: 12.2704343796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5156488419
validation[          , genome  6474] predictions:    9635/  10000 (96.35%), best:    9783/10000 (97.83%), error:      1186.10559, best error:       765.89191 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 159.7765960693s, input_fired_time: 1.3421137333, output_fired_time: 0.8293645978, propagate_forward_time: 59.7462997437, propagate_backward_time: 89.9819488525, weight_update_time: 0.1574393809, other_time: 7.8768692017
epoch time: 13.5213861465s, input_fired_time: 0.1432635933, output_fired_time: 0.0000000000, propagate_forward_time: 11.8841581345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4939641953
validation[          , genome  6474] predictions:    9678/  10000 (96.78%), best:    9783/10000 (97.83%), error:      1086.10425, best error:       765.89191 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 159.1453857422s, input_fired_time: 1.3336977959, output_fired_time: 0.8330070972, propagate_forward_time: 59.4164466858, propagate_backward_time: 89.8333206177, weight_update_time: 0.1584422290, other_time: 7.7289199829
epoch time: 13.6631488800s, input_fired_time: 0.1452825516, output_fired_time: 0.0000000000, propagate_forward_time: 12.0231542587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4947118759
validation[          , genome  6474] predictions:    9736/  10000 (97.36%), best:    9783/10000 (97.83%), error:       906.22339, best error:       765.89191 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 161.6227874756s, input_fired_time: 1.3340077400, output_fired_time: 0.8560623527, propagate_forward_time: 60.5635566711, propagate_backward_time: 91.0850601196, weight_update_time: 0.1621101648, other_time: 7.7840957642
epoch time: 14.7087030411s, input_fired_time: 0.1593012065, output_fired_time: 0.0000000000, propagate_forward_time: 12.9332904816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6161117554
validation[          , genome  6474] predictions:    9738/  10000 (97.38%), best:    9783/10000 (97.83%), error:       847.60034, best error:       765.89191 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 163.3788146973s, input_fired_time: 1.3713593483, output_fired_time: 0.8812646270, propagate_forward_time: 61.3642730713, propagate_backward_time: 91.7929229736, weight_update_time: 0.1573265791, other_time: 7.9689941406
epoch time: 13.8900995255s, input_fired_time: 0.1456954777, output_fired_time: 0.0000000000, propagate_forward_time: 12.1727485657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5716552734
validation[          , genome  6474] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       826.53137, best error:       765.89191 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.9384002686s, input_fired_time: 1.3341208696, output_fired_time: 0.8350082636, propagate_forward_time: 59.9724845886, propagate_backward_time: 90.0801315308, weight_update_time: 0.1575501710, other_time: 7.7166519165
epoch time: 13.6596145630s, input_fired_time: 0.1479981691, output_fired_time: 0.0000000000, propagate_forward_time: 12.0063352585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5052814484
validation[          , genome  6474] predictions:    9740/  10000 (97.40%), best:    9783/10000 (97.83%), error:       875.96283, best error:       765.89191 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 159.9525756836s, input_fired_time: 1.3326438665, output_fired_time: 0.8318725228, propagate_forward_time: 59.9272994995, propagate_backward_time: 90.1119537354, weight_update_time: 0.1572747380, other_time: 7.7488021851
epoch time: 13.7356605530s, input_fired_time: 0.1460570842, output_fired_time: 0.0000000000, propagate_forward_time: 12.1038885117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4857149124
validation[          , genome  6474] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       802.72272, best error:       765.89191 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 160.2414245605s, input_fired_time: 1.3328490257, output_fired_time: 0.8381159306, propagate_forward_time: 60.1537284851, propagate_backward_time: 90.1742553711, weight_update_time: 0.1567890942, other_time: 7.7424621582
epoch time: 13.8591823578s, input_fired_time: 0.1463875920, output_fired_time: 0.0000000000, propagate_forward_time: 12.1327028275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5800914764
validation[          , genome  6474] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       803.30634, best error:       765.89191 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.7594146729s, input_fired_time: 1.3243433237, output_fired_time: 0.8374039531, propagate_forward_time: 59.8843994141, propagate_backward_time: 90.9103088379, weight_update_time: 0.1576115340, other_time: 7.8029632568
epoch time: 13.7051744461s, input_fired_time: 0.1459861100, output_fired_time: 0.0000000000, propagate_forward_time: 12.0245046616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5346832275
validation[          , genome  6474] predictions:    9738/  10000 (97.38%), best:    9783/10000 (97.83%), error:       880.93445, best error:       765.89191 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 160.1628265381s, input_fired_time: 1.3498896360, output_fired_time: 0.8305234909, propagate_forward_time: 60.1456604004, propagate_backward_time: 90.0122756958, weight_update_time: 0.1596950889, other_time: 7.8244857788
epoch time: 13.5548315048s, input_fired_time: 0.1421775222, output_fired_time: 0.0000000000, propagate_forward_time: 11.9155158997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4971380234
validation[          , genome  6474] predictions:    9743/  10000 (97.43%), best:    9783/10000 (97.83%), error:       819.75366, best error:       765.89191 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 160.4086608887s, input_fired_time: 1.3892114162, output_fired_time: 0.8411515951, propagate_forward_time: 59.8481292725, propagate_backward_time: 90.4616622925, weight_update_time: 0.1584297866, other_time: 7.8685073853
epoch time: 13.6859645844s, input_fired_time: 0.1467032731, output_fired_time: 0.0000000000, propagate_forward_time: 12.0452985764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4939622879
validation[          , genome  6474] predictions:    9711/  10000 (97.11%), best:    9783/10000 (97.83%), error:       925.72119, best error:       765.89191 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 160.7734222412s, input_fired_time: 1.3793292046, output_fired_time: 0.8376622200, propagate_forward_time: 60.2281227112, propagate_backward_time: 90.4072265625, weight_update_time: 0.1570919901, other_time: 7.9210815430
epoch time: 13.7435665131s, input_fired_time: 0.1459218860, output_fired_time: 0.0000000000, propagate_forward_time: 12.0631055832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5345392227
validation[          , genome  6474] predictions:    9718/  10000 (97.18%), best:    9783/10000 (97.83%), error:       904.97968, best error:       765.89191 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 159.7655487061s, input_fired_time: 1.3357534409, output_fired_time: 0.8343906999, propagate_forward_time: 59.8794136047, propagate_backward_time: 89.9102401733, weight_update_time: 0.1562561840, other_time: 7.8057479858
epoch time: 13.9280700684s, input_fired_time: 0.1469175071, output_fired_time: 0.0000000000, propagate_forward_time: 12.2401208878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5410318375
validation[          , genome  6474] predictions:    9741/  10000 (97.41%), best:    9783/10000 (97.83%), error:       805.98969, best error:       765.89191 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.6080017090s, input_fired_time: 1.3259291649, output_fired_time: 0.8297545910, propagate_forward_time: 59.8201408386, propagate_backward_time: 89.8452758789, weight_update_time: 0.1572501510, other_time: 7.7868957520
epoch time: 13.7470188141s, input_fired_time: 0.1465781033, output_fired_time: 0.0000000000, propagate_forward_time: 12.1030359268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4974050522
validation[          , genome  6474] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       823.06232, best error:       765.89191 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 160.2618865967s, input_fired_time: 1.3265284300, output_fired_time: 0.8524480462, propagate_forward_time: 60.0685195923, propagate_backward_time: 90.2660675049, weight_update_time: 0.1581381559, other_time: 7.7483291626
epoch time: 13.6353158951s, input_fired_time: 0.1486827731, output_fired_time: 0.0000000000, propagate_forward_time: 11.9856576920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5009756088
validation[          , genome  6474] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       865.68079, best error:       765.89191 on epoch:    78, 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: 68.7139739990s, input_fired_time: 0.7357251048, output_fired_time: 0.0000000000, propagate_forward_time: 60.4815673828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4966812134
best training[          , genome  6474] predictions:   49604/  50000 (99.21%), best:    9783/10000 (97.83%), error:      1622.64160, best error:       765.89191 on epoch:    78, 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: 14.1217851639s, input_fired_time: 0.1511633992, output_fired_time: 0.0000000000, propagate_forward_time: 12.1122446060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8583774567
   testing[          , genome  6474] predictions:    9794/  10000 (97.94%), best:    9783/10000 (97.83%), error:       702.44165, best error:       765.89191 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:54:30 (2931): called boinc_finish(0)

</stderr_txt>
]]>