Nameexact_genome_1512568488_43_7083_1
Workunit2606669
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:50:17 UTC
Report deadline17 Dec 2017, 15:28:44 UTC
Received8 Dec 2017, 13:24:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 0 min 3 sec
CPU time4 hours 0 min 3 sec
Validate stateValid
Credit2,412.93
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.38 MB
Peak swap size152.20 MB
Peak disk usage1.19 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
rd_time: 79.0183181763, weight_update_time: 0.1198403686, other_time: 2.3912429810
epoch time: 10.5910282135s, input_fired_time: 0.1170177311, output_fired_time: 0.0000000000, propagate_forward_time: 10.0831499100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908605576
validation[          , genome  7083] predictions:    9642/  10000 (96.42%), best:    9739/10000 (97.39%), error:      1190.55188, best error:       871.35187 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.8581390381s, input_fired_time: 1.1429400444, output_fired_time: 0.7684932947, propagate_forward_time: 54.3635597229, propagate_backward_time: 76.2151794434, weight_update_time: 0.1185130775, other_time: 2.3679656982
epoch time: 9.4779291153s, input_fired_time: 0.1124305502, output_fired_time: 0.0000000000, propagate_forward_time: 8.9948101044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706884384
validation[          , genome  7083] predictions:    9689/  10000 (96.89%), best:    9739/10000 (97.39%), error:      1106.25305, best error:       871.35187 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.5434722900s, input_fired_time: 1.1182672977, output_fired_time: 0.7401330471, propagate_forward_time: 51.7635345459, propagate_backward_time: 72.5911865234, weight_update_time: 0.1160683930, other_time: 2.3303451538
epoch time: 11.5797777176s, input_fired_time: 0.1301136464, output_fired_time: 0.0000000000, propagate_forward_time: 11.0133533478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363107681
validation[          , genome  7083] predictions:    9722/  10000 (97.22%), best:    9739/10000 (97.39%), error:       968.50232, best error:       871.35187 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.8389129639s, input_fired_time: 1.0888518095, output_fired_time: 0.7502659559, propagate_forward_time: 52.6345062256, propagate_backward_time: 74.1182632446, weight_update_time: 0.1126957387, other_time: 2.2470321655
epoch time: 10.1551542282s, input_fired_time: 0.1134041250, output_fired_time: 0.0000000000, propagate_forward_time: 9.6624908447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792591095
validation[          , genome  7083] predictions:    9708/  10000 (97.08%), best:    9739/10000 (97.39%), error:       927.96918, best error:       871.35187 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 120.7714233398s, input_fired_time: 1.0462803841, output_fired_time: 0.7008708119, propagate_forward_time: 48.6698875427, propagate_backward_time: 68.2299423218, weight_update_time: 0.1051450297, other_time: 2.1244430542
epoch time: 10.1528320312s, input_fired_time: 0.1123093516, output_fired_time: 0.0000000000, propagate_forward_time: 9.6681098938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724126816
validation[          , genome  7083] predictions:    9740/  10000 (97.40%), best:    9739/10000 (97.39%), error:       918.82721, best error:       871.35187 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.4711532593s, input_fired_time: 1.0501796007, output_fired_time: 0.7030812502, propagate_forward_time: 48.9230079651, propagate_backward_time: 68.6512145996, weight_update_time: 0.1064449772, other_time: 2.1436767578
epoch time: 10.3131599426s, input_fired_time: 0.1135507971, output_fired_time: 0.0000000000, propagate_forward_time: 9.8196496964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799591064
validation[          , genome  7083] predictions:    9676/  10000 (96.76%), best:    9739/10000 (97.39%), error:      1023.90454, best error:       871.35187 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.6780090332s, input_fired_time: 1.0893977880, output_fired_time: 0.7340449095, propagate_forward_time: 51.8728637695, propagate_backward_time: 72.6891250610, weight_update_time: 0.1129189208, other_time: 2.2925720215
epoch time: 13.4668712616s, input_fired_time: 0.1389589608, output_fired_time: 0.0000000000, propagate_forward_time: 12.8473472595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805650711
validation[          , genome  7083] predictions:    9731/  10000 (97.31%), best:    9739/10000 (97.39%), error:       921.63275, best error:       871.35187 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 138.8269500732s, input_fired_time: 1.1440818310, output_fired_time: 0.7828999758, propagate_forward_time: 56.0482559204, propagate_backward_time: 78.4139862061, weight_update_time: 0.1195457578, other_time: 2.4377212524
epoch time: 10.3638963699s, input_fired_time: 0.1138430014, output_fired_time: 0.0000000000, propagate_forward_time: 9.8653001785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847532272
validation[          , genome  7083] predictions:    9725/  10000 (97.25%), best:    9739/10000 (97.39%), error:       883.27850, best error:       871.35187 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 126.5877532959s, input_fired_time: 1.0826166868, output_fired_time: 0.7292444706, propagate_forward_time: 51.3128128052, propagate_backward_time: 71.2210006714, weight_update_time: 0.1102183238, other_time: 2.2420730591
epoch time: 12.1254081726s, input_fired_time: 0.1303383857, output_fired_time: 0.0000000000, propagate_forward_time: 11.5514488220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436206818
validation[          , genome  7083] predictions:    9638/  10000 (96.38%), best:    9739/10000 (97.39%), error:      1173.39795, best error:       871.35187 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 134.3257446289s, input_fired_time: 1.1161284447, output_fired_time: 0.7627443671, propagate_forward_time: 54.0870246887, propagate_backward_time: 76.0290985107, weight_update_time: 0.1159676090, other_time: 2.3307495117
epoch time: 13.1310367584s, input_fired_time: 0.1468850970, output_fired_time: 0.0000000000, propagate_forward_time: 12.5254030228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587488174
validation[          , genome  7083] predictions:    9706/  10000 (97.06%), best:    9739/10000 (97.39%), error:       952.29651, best error:       871.35187 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 126.5867004395s, input_fired_time: 1.0767074823, output_fired_time: 0.7284796238, propagate_forward_time: 51.0097694397, propagate_backward_time: 71.5532760620, weight_update_time: 0.1104092821, other_time: 2.2184677124
epoch time: 10.2720193863s, input_fired_time: 0.1133477315, output_fired_time: 0.0000000000, propagate_forward_time: 9.7757158279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829555511
validation[          , genome  7083] predictions:    9691/  10000 (96.91%), best:    9739/10000 (97.39%), error:       993.34637, best error:       871.35187 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 121.7727890015s, input_fired_time: 1.0506770611, output_fired_time: 0.7124279141, propagate_forward_time: 48.9078407288, propagate_backward_time: 68.9710083008, weight_update_time: 0.1057951450, other_time: 2.1308441162
epoch time: 13.6846952438s, input_fired_time: 0.1408235431, output_fired_time: 0.0000000000, propagate_forward_time: 13.0730419159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708299637
validation[          , genome  7083] predictions:    9714/  10000 (97.14%), best:    9739/10000 (97.39%), error:       956.64355, best error:       871.35187 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 122.3643798828s, input_fired_time: 1.0580065250, output_fired_time: 0.7044307590, propagate_forward_time: 49.3547744751, propagate_backward_time: 69.1150054932, weight_update_time: 0.1066716462, other_time: 2.1321640015
epoch time: 10.2527160645s, input_fired_time: 0.1153544933, output_fired_time: 0.0000000000, propagate_forward_time: 9.7595453262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778162003
validation[          , genome  7083] predictions:    9693/  10000 (96.93%), best:    9739/10000 (97.39%), error:       984.57477, best error:       871.35187 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 129.1362152100s, input_fired_time: 1.0964946747, output_fired_time: 0.7448478937, propagate_forward_time: 52.2434959412, propagate_backward_time: 72.8264007568, weight_update_time: 0.1117883772, other_time: 2.2249755859
epoch time: 13.6577100754s, input_fired_time: 0.1466977149, output_fired_time: 0.0000000000, propagate_forward_time: 13.0314054489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796066284
validation[          , genome  7083] predictions:    9709/  10000 (97.09%), best:    9739/10000 (97.39%), error:       962.78699, best error:       871.35187 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 145.6909942627s, input_fired_time: 1.1814301014, output_fired_time: 0.8170335293, propagate_forward_time: 58.8418922424, propagate_backward_time: 82.3959960938, weight_update_time: 0.1248251125, other_time: 2.4546508789
epoch time: 13.6805639267s, input_fired_time: 0.1415180862, output_fired_time: 0.0000000000, propagate_forward_time: 13.0660581589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729881287
validation[          , genome  7083] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:       957.74799, best error:       871.35187 on epoch:    12, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 152.6250152588s, input_fired_time: 1.2052476406, output_fired_time: 0.8531209230, propagate_forward_time: 61.6510620117, propagate_backward_time: 86.3539505005, weight_update_time: 0.1292881370, other_time: 2.5616378784
epoch time: 10.4821357727s, input_fired_time: 0.1163621396, output_fired_time: 0.0000000000, propagate_forward_time: 9.9627447128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030284882
validation[          , genome  7083] predictions:    9695/  10000 (96.95%), best:    9739/10000 (97.39%), error:       996.30072, best error:       871.35187 on epoch:    12, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 129.3604431152s, input_fired_time: 1.1039124727, output_fired_time: 0.7430841327, propagate_forward_time: 52.4032707214, propagate_backward_time: 72.8013000488, weight_update_time: 0.1126564890, other_time: 2.3088684082
epoch time: 10.5128412247s, input_fired_time: 0.1174192578, output_fired_time: 0.0000000000, propagate_forward_time: 10.0003414154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950805664
validation[          , genome  7083] predictions:    9650/  10000 (96.50%), best:    9739/10000 (97.39%), error:      1102.03748, best error:       871.35187 on epoch:    12, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 135.5868682861s, input_fired_time: 1.1438349485, output_fired_time: 0.7725507617, propagate_forward_time: 54.8357276917, propagate_backward_time: 76.4671020508, weight_update_time: 0.1172008216, other_time: 2.3676605225
epoch time: 12.7522764206s, input_fired_time: 0.1357967854, output_fired_time: 0.0000000000, propagate_forward_time: 12.1534252167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630546570
validation[          , genome  7083] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       860.35022, best error:       860.35022 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 128.0363006592s, input_fired_time: 1.0962080956, output_fired_time: 0.7366555333, propagate_forward_time: 52.0823402405, propagate_backward_time: 71.8504714966, weight_update_time: 0.1117046922, other_time: 2.2706222534
epoch time: 13.1645736694s, input_fired_time: 0.1377169043, output_fired_time: 0.0000000000, propagate_forward_time: 12.5622825623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645738602
validation[          , genome  7083] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       862.09882, best error:       860.35022 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 129.9466705322s, input_fired_time: 1.1109126806, output_fired_time: 0.7434242964, propagate_forward_time: 52.4053001404, propagate_backward_time: 73.3684387207, weight_update_time: 0.1146421432, other_time: 2.3185882568
epoch time: 10.5463590622s, input_fired_time: 0.1157877073, output_fired_time: 0.0000000000, propagate_forward_time: 10.0436420441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869295120
validation[          , genome  7083] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       891.27527, best error:       860.35022 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 130.6641998291s, input_fired_time: 1.1091725826, output_fired_time: 0.7452245951, propagate_forward_time: 52.9373931885, propagate_backward_time: 73.5833129883, weight_update_time: 0.1145760641, other_time: 2.2890930176
epoch time: 10.3474359512s, input_fired_time: 0.1162649915, output_fired_time: 0.0000000000, propagate_forward_time: 9.8449296951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862409592
validation[          , genome  7083] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       816.83228, best error:       816.83228 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 131.9566345215s, input_fired_time: 1.1091707945, output_fired_time: 0.7581207752, propagate_forward_time: 53.4591522217, propagate_backward_time: 74.3743209839, weight_update_time: 0.1134812757, other_time: 2.2558670044
epoch time: 12.2995586395s, input_fired_time: 0.1382889450, output_fired_time: 0.0000000000, propagate_forward_time: 11.7115945816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496755600
validation[          , genome  7083] predictions:    9713/  10000 (97.13%), best:    9743/10000 (97.43%), error:       962.69385, best error:       816.83228 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 131.1162872314s, input_fired_time: 1.1302688122, output_fired_time: 0.7533701062, propagate_forward_time: 53.0475273132, propagate_backward_time: 73.8399047852, weight_update_time: 0.1174869910, other_time: 2.3452148438
epoch time: 10.6596336365s, input_fired_time: 0.1228996068, output_fired_time: 0.0000000000, propagate_forward_time: 10.1344699860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022636414
validation[          , genome  7083] predictions:    9742/  10000 (97.42%), best:    9743/10000 (97.43%), error:       851.97614, best error:       816.83228 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 142.8852996826s, input_fired_time: 1.1899522543, output_fired_time: 0.8071216345, propagate_forward_time: 57.8346328735, propagate_backward_time: 80.5642471313, weight_update_time: 0.1255936772, other_time: 2.4893341064
epoch time: 11.0031251907s, input_fired_time: 0.1209582388, output_fired_time: 0.0000000000, propagate_forward_time: 10.4828901291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992767334
validation[          , genome  7083] predictions:    9693/  10000 (96.93%), best:    9743/10000 (97.43%), error:       994.70435, best error:       816.83228 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 121.0813446045s, input_fired_time: 1.0598394871, output_fired_time: 0.6995837688, propagate_forward_time: 48.9938735962, propagate_backward_time: 68.1894454956, weight_update_time: 0.1058426723, other_time: 2.1386032104
epoch time: 10.3723821640s, input_fired_time: 0.1178915352, output_fired_time: 0.0000000000, propagate_forward_time: 9.8615303040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929605484
validation[          , genome  7083] predictions:    9646/  10000 (96.46%), best:    9743/10000 (97.43%), error:      1121.64636, best error:       816.83228 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 130.5718688965s, input_fired_time: 1.1035994291, output_fired_time: 0.7503641844, propagate_forward_time: 52.7987327576, propagate_backward_time: 73.6426925659, weight_update_time: 0.1121876240, other_time: 2.2764816284
epoch time: 10.3622236252s, input_fired_time: 0.1154652461, output_fired_time: 0.0000000000, propagate_forward_time: 9.8500890732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966693878
validation[          , genome  7083] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       959.66266, best error:       816.83228 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 129.7587127686s, input_fired_time: 1.1073067188, output_fired_time: 0.7490569353, propagate_forward_time: 52.7907524109, propagate_backward_time: 72.8113098145, weight_update_time: 0.1121813804, other_time: 2.3002929688
epoch time: 10.4731435776s, input_fired_time: 0.1165616289, output_fired_time: 0.0000000000, propagate_forward_time: 9.9720687866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845129013
validation[          , genome  7083] predictions:    9725/  10000 (97.25%), best:    9743/10000 (97.43%), error:       909.22797, best error:       816.83228 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.0077819824s, input_fired_time: 1.0999680758, output_fired_time: 0.7403482795, propagate_forward_time: 52.4950599670, propagate_backward_time: 74.3623809814, weight_update_time: 0.1142212451, other_time: 2.3100280762
epoch time: 13.7244224548s, input_fired_time: 0.1458330154, output_fired_time: 0.0000000000, propagate_forward_time: 13.0961980820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823913574
validation[          , genome  7083] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       800.48352, best error:       800.48352 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.8954925537s, input_fired_time: 1.1736046076, output_fired_time: 0.8119961619, propagate_forward_time: 58.2729759216, propagate_backward_time: 81.1727066040, weight_update_time: 0.1240249127, other_time: 2.4642105103
epoch time: 13.4464454651s, input_fired_time: 0.1436980069, output_fired_time: 0.0000000000, propagate_forward_time: 12.8300476074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727001190
validation[          , genome  7083] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       887.63000, best error:       800.48352 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 155.6607818604s, input_fired_time: 1.2250008583, output_fired_time: 0.8633389473, propagate_forward_time: 62.9721412659, propagate_backward_time: 88.0257415771, weight_update_time: 0.1319645643, other_time: 2.5745544434
epoch time: 12.8839817047s, input_fired_time: 0.1421253532, output_fired_time: 0.0000000000, propagate_forward_time: 12.2803421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615144730
validation[          , genome  7083] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       834.06873, best error:       800.48352 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.2994537354s, input_fired_time: 1.0757277012, output_fired_time: 0.6826831102, propagate_forward_time: 46.3402290344, propagate_backward_time: 64.9705581665, weight_update_time: 0.1089371443, other_time: 2.2302474976
epoch time: 9.6214351654s, input_fired_time: 0.1165794283, output_fired_time: 0.0000000000, propagate_forward_time: 9.1225919724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822641373
validation[          , genome  7083] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       864.05792, best error:       800.48352 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.5782241821s, input_fired_time: 1.1054962873, output_fired_time: 0.7099819779, propagate_forward_time: 49.2059478760, propagate_backward_time: 69.2494659424, weight_update_time: 0.1136499122, other_time: 2.3073272705
epoch time: 9.4239006042s, input_fired_time: 0.1156869978, output_fired_time: 0.0000000000, propagate_forward_time: 8.9375257492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706874847
validation[          , genome  7083] predictions:    9724/  10000 (97.24%), best:    9766/10000 (97.66%), error:       893.15173, best error:       800.48352 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 123.8346328735s, input_fired_time: 1.0945498943, output_fired_time: 0.7187133431, propagate_forward_time: 49.7354965210, propagate_backward_time: 70.0233306885, weight_update_time: 0.1114028245, other_time: 2.2625427246
epoch time: 12.4887456894s, input_fired_time: 0.1366036385, output_fired_time: 0.0000000000, propagate_forward_time: 11.9045019150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476404190
validation[          , genome  7083] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       911.28430, best error:       800.48352 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 133.1304016113s, input_fired_time: 1.1421890259, output_fired_time: 0.7616646886, propagate_forward_time: 53.6141662598, propagate_backward_time: 75.2414245605, weight_update_time: 0.1179667115, other_time: 2.3709716797
epoch time: 9.5374097824s, input_fired_time: 0.1177154854, output_fired_time: 0.0000000000, propagate_forward_time: 9.0301313400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895626068
validation[          , genome  7083] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       762.79724, best error:       762.79724 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 125.1758728027s, input_fired_time: 1.1028006077, output_fired_time: 0.7276359200, propagate_forward_time: 50.6410980225, propagate_backward_time: 70.4158248901, weight_update_time: 0.1116176695, other_time: 2.2885131836
epoch time: 10.3811130524s, input_fired_time: 0.1176028475, output_fired_time: 0.0000000000, propagate_forward_time: 9.8699159622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935937881
validation[          , genome  7083] predictions:    9754/  10000 (97.54%), best:    9761/10000 (97.61%), error:       786.30469, best error:       762.79724 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 129.5822296143s, input_fired_time: 1.1001807451, output_fired_time: 0.7364646792, propagate_forward_time: 52.0522537231, propagate_backward_time: 73.3845977783, weight_update_time: 0.1125586852, other_time: 2.3087387085
epoch time: 10.4897050858s, input_fired_time: 0.1184806079, output_fired_time: 0.0000000000, propagate_forward_time: 9.9785079956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927164078
validation[          , genome  7083] predictions:    9749/  10000 (97.49%), best:    9761/10000 (97.61%), error:       837.39362, best error:       762.79724 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 136.2730560303s, input_fired_time: 1.1441596746, output_fired_time: 0.7801873684, propagate_forward_time: 54.9727134705, propagate_backward_time: 76.9832839966, weight_update_time: 0.1175957844, other_time: 2.3927078247
epoch time: 11.0884065628s, input_fired_time: 0.1272955835, output_fired_time: 0.0000000000, propagate_forward_time: 10.5434865952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176244736
validation[          , genome  7083] predictions:    9677/  10000 (96.77%), best:    9761/10000 (97.61%), error:       990.30219, best error:       762.79724 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 140.0059967041s, input_fired_time: 1.1546598673, output_fired_time: 0.7936975360, propagate_forward_time: 56.6786613464, propagate_backward_time: 78.9753723145, weight_update_time: 0.1201896667, other_time: 2.4035949707
epoch time: 10.3689994812s, input_fired_time: 0.1163930148, output_fired_time: 0.0000000000, propagate_forward_time: 9.8683815002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842248917
validation[          , genome  7083] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       852.94592, best error:       762.79724 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 129.2810516357s, input_fired_time: 1.1000363827, output_fired_time: 0.7390586138, propagate_forward_time: 52.1399230957, propagate_backward_time: 73.0684356689, weight_update_time: 0.1118610501, other_time: 2.2335968018
epoch time: 12.1747074127s, input_fired_time: 0.1367257386, output_fired_time: 0.0000000000, propagate_forward_time: 11.5941257477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438562393
validation[          , genome  7083] predictions:    9737/  10000 (97.37%), best:    9761/10000 (97.61%), error:       902.24414, best error:       762.79724 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 140.4175109863s, input_fired_time: 1.1798797846, output_fired_time: 0.7983144522, propagate_forward_time: 56.7823143005, propagate_backward_time: 79.2058334351, weight_update_time: 0.1231934875, other_time: 2.4511642456
epoch time: 10.3709592819s, input_fired_time: 0.1172910854, output_fired_time: 0.0000000000, propagate_forward_time: 9.8668565750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868112564
validation[          , genome  7083] predictions:    9688/  10000 (96.88%), best:    9761/10000 (97.61%), error:       976.67346, best error:       762.79724 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.3499145508s, input_fired_time: 1.0979951620, output_fired_time: 0.7098402381, propagate_forward_time: 49.2301445007, propagate_backward_time: 69.0601348877, weight_update_time: 0.1112347692, other_time: 2.2518005371
epoch time: 12.8556861877s, input_fired_time: 0.1365501136, output_fired_time: 0.0000000000, propagate_forward_time: 12.2697992325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493370056
validation[          , genome  7083] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       793.80408, best error:       762.79724 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 132.3022613525s, input_fired_time: 1.1175866127, output_fired_time: 0.7522754669, propagate_forward_time: 53.5405845642, propagate_backward_time: 74.5970230103, weight_update_time: 0.1150706634, other_time: 2.2947921753
epoch time: 10.2224435806s, input_fired_time: 0.1160952523, output_fired_time: 0.0000000000, propagate_forward_time: 9.7240085602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823394775
validation[          , genome  7083] predictions:    9700/  10000 (97.00%), best:    9761/10000 (97.61%), error:       945.88379, best error:       762.79724 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.1518630981s, input_fired_time: 1.0891168118, output_fired_time: 0.7121040821, propagate_forward_time: 49.5952262878, propagate_backward_time: 69.5348052979, weight_update_time: 0.1102616265, other_time: 2.2206115723
epoch time: 9.5841493607s, input_fired_time: 0.1171526462, output_fired_time: 0.0000000000, propagate_forward_time: 9.0897064209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772907257
validation[          , genome  7083] predictions:    9749/  10000 (97.49%), best:    9761/10000 (97.61%), error:       825.89966, best error:       762.79724 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.5346527100s, input_fired_time: 1.0679888725, output_fired_time: 0.7136838436, propagate_forward_time: 49.1310844421, propagate_backward_time: 69.4778289795, weight_update_time: 0.1064830646, other_time: 2.1440734863
epoch time: 10.4822225571s, input_fired_time: 0.1177020147, output_fired_time: 0.0000000000, propagate_forward_time: 9.9792900085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852300644
validation[          , genome  7083] predictions:    9755/  10000 (97.55%), best:    9761/10000 (97.61%), error:       804.91534, best error:       762.79724 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 129.7627410889s, input_fired_time: 1.1066907644, output_fired_time: 0.7426797152, propagate_forward_time: 52.2707328796, propagate_backward_time: 73.3563079834, weight_update_time: 0.1122677997, other_time: 2.2863311768
epoch time: 10.4362115860s, input_fired_time: 0.1191979349, output_fired_time: 0.0000000000, propagate_forward_time: 9.9173955917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996181488
validation[          , genome  7083] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       885.51581, best error:       762.79724 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 126.3619613647s, input_fired_time: 1.0972387791, output_fired_time: 0.7210322022, propagate_forward_time: 51.0750923157, propagate_backward_time: 71.1853561401, weight_update_time: 0.1107084751, other_time: 2.2832412720
epoch time: 10.4409866333s, input_fired_time: 0.1184649542, output_fired_time: 0.0000000000, propagate_forward_time: 9.9337158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888053894
validation[          , genome  7083] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       906.33160, best error:       762.79724 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 126.9841232300s, input_fired_time: 1.0985308886, output_fired_time: 0.7273927927, propagate_forward_time: 51.2803916931, propagate_backward_time: 71.6179275513, weight_update_time: 0.1112693772, other_time: 2.2598800659
epoch time: 13.7257194519s, input_fired_time: 0.1459865421, output_fired_time: 0.0000000000, propagate_forward_time: 13.0979347229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817981720
validation[          , genome  7083] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       795.18915, best error:       762.79724 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 126.1263198853s, input_fired_time: 1.0926506519, output_fired_time: 0.7212646008, propagate_forward_time: 50.9343795776, propagate_backward_time: 71.1488113403, weight_update_time: 0.1103326678, other_time: 2.2292098999
epoch time: 10.2286252975s, input_fired_time: 0.1179201901, output_fired_time: 0.0000000000, propagate_forward_time: 9.7301473618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805580139
validation[          , genome  7083] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       834.84253, best error:       762.79724 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 129.1593780518s, input_fired_time: 1.1063270569, output_fired_time: 0.7373371124, propagate_forward_time: 51.9156684875, propagate_backward_time: 73.1487426758, weight_update_time: 0.1125210151, other_time: 2.2513122559
epoch time: 10.3135538101s, input_fired_time: 0.1179092005, output_fired_time: 0.0000000000, propagate_forward_time: 9.8164587021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791856766
validation[          , genome  7083] predictions:    9627/  10000 (96.27%), best:    9761/10000 (97.61%), error:      1121.69385, best error:       762.79724 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 121.2439422607s, input_fired_time: 1.0708616972, output_fired_time: 0.7031731606, propagate_forward_time: 48.8457221985, propagate_backward_time: 68.4894027710, weight_update_time: 0.1055407226, other_time: 2.1347885132
epoch time: 10.2597665787s, input_fired_time: 0.1184502319, output_fired_time: 0.0000000000, propagate_forward_time: 9.7611055374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802108765
validation[          , genome  7083] predictions:    9763/  10000 (97.63%), best:    9761/10000 (97.61%), error:       781.71295, best error:       762.79724 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 121.5634765625s, input_fired_time: 1.0696505308, output_fired_time: 0.7028372288, propagate_forward_time: 48.9093704224, propagate_backward_time: 68.7311553955, weight_update_time: 0.1067082062, other_time: 2.1504669189
epoch time: 10.2537660599s, input_fired_time: 0.1180211455, output_fired_time: 0.0000000000, propagate_forward_time: 9.7543487549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813962936
validation[          , genome  7083] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       904.86841, best error:       762.79724 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.5729446411s, input_fired_time: 1.0702961683, output_fired_time: 0.7071822286, propagate_forward_time: 48.9358711243, propagate_backward_time: 68.7198715210, weight_update_time: 0.1061598212, other_time: 2.1397171021
epoch time: 10.2089252472s, input_fired_time: 0.1176584363, output_fired_time: 0.0000000000, propagate_forward_time: 9.7111482620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801183701
validation[          , genome  7083] predictions:    9710/  10000 (97.10%), best:    9761/10000 (97.61%), error:       916.80023, best error:       762.79724 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 139.7624359131s, input_fired_time: 1.1658600569, output_fired_time: 0.7925388813, propagate_forward_time: 56.3715248108, propagate_backward_time: 79.0575027466, weight_update_time: 0.1204120070, other_time: 2.3750076294
epoch time: 10.4587488174s, input_fired_time: 0.1267434061, output_fired_time: 0.0000000000, propagate_forward_time: 9.9307041168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013013840
validation[          , genome  7083] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       735.30750, best error:       735.30750 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 144.2707672119s, input_fired_time: 1.1797119379, output_fired_time: 0.8102868199, propagate_forward_time: 58.1507263184, propagate_backward_time: 81.6972122192, weight_update_time: 0.1227841154, other_time: 2.4328231812
epoch time: 10.2807474136s, input_fired_time: 0.1171509400, output_fired_time: 0.0000000000, propagate_forward_time: 9.7712326050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923635483
validation[          , genome  7083] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       841.69873, best error:       735.30750 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.6248550415s, input_fired_time: 1.0760754347, output_fired_time: 0.7075817585, propagate_forward_time: 49.6134567261, propagate_backward_time: 69.0423812866, weight_update_time: 0.1070776507, other_time: 2.1853637695
epoch time: 10.5556697845s, input_fired_time: 0.1193166226, output_fired_time: 0.0000000000, propagate_forward_time: 10.0443058014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920469284
validation[          , genome  7083] predictions:    9475/  10000 (94.75%), best:    9775/10000 (97.75%), error:      1885.75464, best error:       735.30750 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

resetting weights to those on epoch: 66
epoch time: 138.2628021240s, input_fired_time: 1.1534813643, output_fired_time: 0.7747010589, propagate_forward_time: 55.7404479980, propagate_backward_time: 78.1879043579, weight_update_time: 0.1193135679, other_time: 2.4062576294
epoch time: 10.4761524200s, input_fired_time: 0.1189116314, output_fired_time: 0.0000000000, propagate_forward_time: 9.9689321518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883085251
validation[          , genome  7083] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       733.49567, best error:       733.49567 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 135.0425262451s, input_fired_time: 1.1379208565, output_fired_time: 0.7696983814, propagate_forward_time: 54.5208663940, propagate_backward_time: 76.2710952759, weight_update_time: 0.1162693277, other_time: 2.3429412842
epoch time: 10.1494369507s, input_fired_time: 0.1159995645, output_fired_time: 0.0000000000, propagate_forward_time: 9.6531867981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802509308
validation[          , genome  7083] predictions:    9747/  10000 (97.47%), best:    9779/10000 (97.79%), error:       847.04785, best error:       733.49567 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 122.6019821167s, input_fired_time: 1.0791434050, output_fired_time: 0.7092525363, propagate_forward_time: 49.8097724915, propagate_backward_time: 68.8671951294, weight_update_time: 0.1062932089, other_time: 2.1366195679
epoch time: 10.4263906479s, input_fired_time: 0.1182568967, output_fired_time: 0.0000000000, propagate_forward_time: 9.9264087677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817253113
validation[          , genome  7083] predictions:    9762/  10000 (97.62%), best:    9779/10000 (97.79%), error:       776.42035, best error:       733.49567 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 138.2780914307s, input_fired_time: 1.1682492495, output_fired_time: 0.7868997455, propagate_forward_time: 55.6802825928, propagate_backward_time: 78.2416458130, weight_update_time: 0.1210539266, other_time: 2.4010238647
epoch time: 9.5967769623s, input_fired_time: 0.1196723878, output_fired_time: 0.0000000000, propagate_forward_time: 9.0955028534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816013336
validation[          , genome  7083] predictions:    9737/  10000 (97.37%), best:    9779/10000 (97.79%), error:       823.87799, best error:       733.49567 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 127.3087081909s, input_fired_time: 1.1284320354, output_fired_time: 0.7356265783, propagate_forward_time: 51.1840782166, propagate_backward_time: 71.9211730957, weight_update_time: 0.1159851551, other_time: 2.3394012451
epoch time: 13.7049875259s, input_fired_time: 0.1476686597, output_fired_time: 0.0000000000, propagate_forward_time: 13.0806016922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767169952
validation[          , genome  7083] predictions:    9709/  10000 (97.09%), best:    9779/10000 (97.79%), error:       928.20154, best error:       733.49567 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 113.6041717529s, input_fired_time: 1.0599479675, output_fired_time: 0.6706949472, propagate_forward_time: 45.6718139648, propagate_backward_time: 63.9905204773, weight_update_time: 0.1075095683, other_time: 2.2111930847
epoch time: 9.4674453735s, input_fired_time: 0.1162624285, output_fired_time: 0.0000000000, propagate_forward_time: 8.9762001038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749828339
validation[          , genome  7083] predictions:    9778/  10000 (97.78%), best:    9779/10000 (97.79%), error:       757.10284, best error:       733.49567 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 126.8350372314s, input_fired_time: 1.1025105715, output_fired_time: 0.7293787599, propagate_forward_time: 51.1979598999, propagate_backward_time: 71.5732421875, weight_update_time: 0.1102373898, other_time: 2.2319488525
epoch time: 10.1622400284s, input_fired_time: 0.1167898029, output_fired_time: 0.0000000000, propagate_forward_time: 9.6667270660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787231445
validation[          , genome  7083] predictions:    9717/  10000 (97.17%), best:    9779/10000 (97.79%), error:       947.88025, best error:       733.49567 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.1145019531s, input_fired_time: 1.0729907751, output_fired_time: 0.7009062767, propagate_forward_time: 49.1307373047, propagate_backward_time: 68.0497741699, weight_update_time: 0.1065915003, other_time: 2.1600952148
epoch time: 10.3453874588s, input_fired_time: 0.1199728921, output_fired_time: 0.0000000000, propagate_forward_time: 9.8428268433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825874329
validation[          , genome  7083] predictions:    9784/  10000 (97.84%), best:    9779/10000 (97.79%), error:       752.69049, best error:       733.49567 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 122.3116683960s, input_fired_time: 1.0806928873, output_fired_time: 0.7084947824, propagate_forward_time: 49.4639358521, propagate_backward_time: 68.8597259521, weight_update_time: 0.1064218208, other_time: 2.1988143921
epoch time: 10.5477781296s, input_fired_time: 0.1210845038, output_fired_time: 0.0000000000, propagate_forward_time: 10.0213146210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053792953
validation[          , genome  7083] predictions:    9772/  10000 (97.72%), best:    9779/10000 (97.79%), error:       767.13324, best error:       733.49567 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 124.6486129761s, input_fired_time: 1.0919766426, output_fired_time: 0.7178404927, propagate_forward_time: 50.4654960632, propagate_backward_time: 70.1297531128, weight_update_time: 0.1086152717, other_time: 2.2435379028
epoch time: 10.4961347580s, input_fired_time: 0.1204168350, output_fired_time: 0.0000000000, propagate_forward_time: 9.9772415161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984766006
validation[          , genome  7083] predictions:    9734/  10000 (97.34%), best:    9779/10000 (97.79%), error:       854.54407, best error:       733.49567 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 141.5005645752s, input_fired_time: 1.1767451763, output_fired_time: 0.7980663776, propagate_forward_time: 57.2389106750, propagate_backward_time: 79.8410491943, weight_update_time: 0.1217782572, other_time: 2.4458007812
epoch time: 12.9100828171s, input_fired_time: 0.1418750435, output_fired_time: 0.0000000000, propagate_forward_time: 12.3085184097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596891403
validation[          , genome  7083] predictions:    9754/  10000 (97.54%), best:    9779/10000 (97.79%), error:       824.26147, best error:       733.49567 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 129.0401916504s, input_fired_time: 1.1177226305, output_fired_time: 0.7369861007, propagate_forward_time: 51.8170585632, propagate_backward_time: 73.0859146118, weight_update_time: 0.1109790131, other_time: 2.2825088501
epoch time: 10.4624280930s, input_fired_time: 0.1227391884, output_fired_time: 0.0000000000, propagate_forward_time: 9.9513902664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882989883
validation[          , genome  7083] predictions:    9764/  10000 (97.64%), best:    9779/10000 (97.79%), error:       806.88538, best error:       733.49567 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 123.1496276855s, input_fired_time: 1.0927619934, output_fired_time: 0.7176337242, propagate_forward_time: 49.8045883179, propagate_backward_time: 69.3449401855, weight_update_time: 0.1077271998, other_time: 2.1897048950
epoch time: 10.2715883255s, input_fired_time: 0.1198985949, output_fired_time: 0.0000000000, propagate_forward_time: 9.7716512680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800382614
validation[          , genome  7083] predictions:    9744/  10000 (97.44%), best:    9779/10000 (97.79%), error:       837.80145, best error:       733.49567 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 131.8608551025s, input_fired_time: 1.1272586584, output_fired_time: 0.7508841157, propagate_forward_time: 53.2840805054, propagate_backward_time: 74.4192810059, weight_update_time: 0.1140197217, other_time: 2.2793502808
epoch time: 10.0085391998s, input_fired_time: 0.1177828163, output_fired_time: 0.0000000000, propagate_forward_time: 9.5144262314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763303757
validation[          , genome  7083] predictions:    9762/  10000 (97.62%), best:    9779/10000 (97.79%), error:       792.48724, best error:       733.49567 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.5551071167s, input_fired_time: 1.0738351345, output_fired_time: 0.7029290795, propagate_forward_time: 48.4228363037, propagate_backward_time: 68.2205581665, weight_update_time: 0.1052403226, other_time: 2.1349487305
epoch time: 10.1997070312s, input_fired_time: 0.1199771240, output_fired_time: 0.0000000000, propagate_forward_time: 9.7032022476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765277863
validation[          , genome  7083] predictions:    9775/  10000 (97.75%), best:    9779/10000 (97.79%), error:       737.11224, best error:       733.49567 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 134.4330444336s, input_fired_time: 1.1574124098, output_fired_time: 0.7644795179, propagate_forward_time: 54.2532806396, propagate_backward_time: 75.9156570435, weight_update_time: 0.1169997305, other_time: 2.3422164917
epoch time: 13.7208089828s, input_fired_time: 0.1486573517, output_fired_time: 0.0000000000, propagate_forward_time: 13.0960350037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761161804
validation[          , genome  7083] predictions:    9762/  10000 (97.62%), best:    9779/10000 (97.79%), error:       803.97675, best error:       733.49567 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 130.9979400635s, input_fired_time: 1.1316664219, output_fired_time: 0.7469910383, propagate_forward_time: 52.7942047119, propagate_backward_time: 74.0414505005, weight_update_time: 0.1136409268, other_time: 2.2836227417
epoch time: 10.2841768265s, input_fired_time: 0.1206960902, output_fired_time: 0.0000000000, propagate_forward_time: 9.7823314667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811492920
validation[          , genome  7083] predictions:    9695/  10000 (96.95%), best:    9779/10000 (97.79%), error:       968.35010, best error:       733.49567 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 146.5891876221s, input_fired_time: 1.2103639841, output_fired_time: 0.8219376802, propagate_forward_time: 59.3302574158, propagate_backward_time: 82.7367630005, weight_update_time: 0.1252328604, other_time: 2.4898605347
epoch time: 12.3796167374s, input_fired_time: 0.1387128532, output_fired_time: 0.0000000000, propagate_forward_time: 11.7940769196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468269348
validation[          , genome  7083] predictions:    9778/  10000 (97.78%), best:    9779/10000 (97.79%), error:       760.47870, best error:       733.49567 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 127.5281906128s, input_fired_time: 1.1172721386, output_fired_time: 0.7288894057, propagate_forward_time: 51.5609779358, propagate_backward_time: 71.8104629517, weight_update_time: 0.1109903306, other_time: 2.3105850220
epoch time: 10.5193328857s, input_fired_time: 0.1232485697, output_fired_time: 0.0000000000, propagate_forward_time: 9.9965448380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995399475
validation[          , genome  7083] predictions:    9759/  10000 (97.59%), best:    9779/10000 (97.79%), error:       779.32483, best error:       733.49567 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 132.8390655518s, input_fired_time: 1.1430063248, output_fired_time: 0.7664525509, propagate_forward_time: 53.6691894531, propagate_backward_time: 74.9046478271, weight_update_time: 0.1142080873, other_time: 2.3557739258
epoch time: 13.7189416885s, input_fired_time: 0.1483974755, output_fired_time: 0.0000000000, propagate_forward_time: 13.0955438614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750003815
validation[          , genome  7083] predictions:    9738/  10000 (97.38%), best:    9779/10000 (97.79%), error:       841.07275, best error:       733.49567 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.1498718262s, input_fired_time: 1.2056943178, output_fired_time: 0.8182472587, propagate_forward_time: 59.0270576477, propagate_backward_time: 82.5848999023, weight_update_time: 0.1249321625, other_time: 2.5139770508
epoch time: 12.5586261749s, input_fired_time: 0.1416215003, output_fired_time: 0.0000000000, propagate_forward_time: 11.9633178711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536867142
validation[          , genome  7083] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       732.82916, best error:       732.82916 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 137.4145355225s, input_fired_time: 1.1678665876, output_fired_time: 0.7769761682, propagate_forward_time: 55.6531753540, propagate_backward_time: 77.4324493408, weight_update_time: 0.1188988015, other_time: 2.3840713501
epoch time: 10.2395591736s, input_fired_time: 0.1209356710, output_fired_time: 0.0000000000, propagate_forward_time: 9.7338361740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847875595
validation[          , genome  7083] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       766.75641, best error:       732.82916 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.2426605225s, input_fired_time: 1.1289511919, output_fired_time: 0.7474126816, propagate_forward_time: 52.9502754211, propagate_backward_time: 74.1424636841, weight_update_time: 0.1146502271, other_time: 2.2735671997
epoch time: 10.2624788284s, input_fired_time: 0.1191801429, output_fired_time: 0.0000000000, propagate_forward_time: 9.7633543015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799448013
validation[          , genome  7083] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       777.15186, best error:       732.82916 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.9785842896s, input_fired_time: 1.0786174536, output_fired_time: 0.7013980746, propagate_forward_time: 49.3042907715, propagate_backward_time: 67.7581558228, weight_update_time: 0.1061798707, other_time: 2.1361160278
epoch time: 10.2824897766s, input_fired_time: 0.1193059906, output_fired_time: 0.0000000000, propagate_forward_time: 9.7820968628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810873032
validation[          , genome  7083] predictions:    9707/  10000 (97.07%), best:    9783/10000 (97.83%), error:       916.95160, best error:       732.82916 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.4315795898s, input_fired_time: 1.0777683258, output_fired_time: 0.6983326674, propagate_forward_time: 48.9241256714, propagate_backward_time: 67.6137619019, weight_update_time: 0.1054007113, other_time: 2.1175918579
epoch time: 10.0998640060s, input_fired_time: 0.1185130998, output_fired_time: 0.0000000000, propagate_forward_time: 9.6068553925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744955063
validation[          , genome  7083] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       793.80890, best error:       732.82916 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 120.6545639038s, input_fired_time: 1.0758614540, output_fired_time: 0.7007085681, propagate_forward_time: 48.6513824463, propagate_backward_time: 68.0892486572, weight_update_time: 0.1062673926, other_time: 2.1373672485
epoch time: 10.2574043274s, input_fired_time: 0.1196979731, output_fired_time: 0.0000000000, propagate_forward_time: 9.7567939758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809127808
validation[          , genome  7083] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       776.01154, best error:       732.82916 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 151.4076232910s, input_fired_time: 1.2309941053, output_fired_time: 0.8476790786, propagate_forward_time: 61.2782821655, propagate_backward_time: 85.5442123413, weight_update_time: 0.1275891364, other_time: 2.5064697266
epoch time: 10.2964935303s, input_fired_time: 0.1206528470, output_fired_time: 0.0000000000, propagate_forward_time: 9.7982845306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775558472
validation[          , genome  7083] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       801.01355, best error:       732.82916 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 131.6775360107s, input_fired_time: 1.1333764791, output_fired_time: 0.7504273653, propagate_forward_time: 53.0685882568, propagate_backward_time: 74.4188003540, weight_update_time: 0.1137535423, other_time: 2.3063430786
epoch time: 10.3124341965s, input_fired_time: 0.1211377233, output_fired_time: 0.0000000000, propagate_forward_time: 9.7917795181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995170593
validation[          , genome  7083] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       831.66156, best error:       732.82916 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 131.2274932861s, input_fired_time: 1.1395220757, output_fired_time: 0.7500225306, propagate_forward_time: 53.2537231445, propagate_backward_time: 73.7627410889, weight_update_time: 0.1132801771, other_time: 2.3214874268
epoch time: 10.2004318237s, input_fired_time: 0.1187323332, output_fired_time: 0.0000000000, propagate_forward_time: 9.7040739059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776254654
validation[          , genome  7083] predictions:    9697/  10000 (96.97%), best:    9783/10000 (97.83%), error:       953.68408, best error:       732.82916 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 125.9949951172s, input_fired_time: 1.1104280949, output_fired_time: 0.7268331647, propagate_forward_time: 50.9074630737, propagate_backward_time: 71.0138549805, weight_update_time: 0.1106160134, other_time: 2.2364196777
epoch time: 12.9423065186s, input_fired_time: 0.1461604834, output_fired_time: 0.0000000000, propagate_forward_time: 12.3290109634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671354294
validation[          , genome  7083] predictions:    9710/  10000 (97.10%), best:    9783/10000 (97.83%), error:       934.10352, best error:       732.82916 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 141.7325897217s, input_fired_time: 1.1855573654, output_fired_time: 0.7993783951, propagate_forward_time: 57.1145439148, propagate_backward_time: 80.2094116211, weight_update_time: 0.1221577078, other_time: 2.4236907959
epoch time: 10.8237218857s, input_fired_time: 0.1312938631, output_fired_time: 0.0000000000, propagate_forward_time: 10.2733821869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190454483
validation[          , genome  7083] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       786.33649, best error:       732.82916 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 122.7337875366s, input_fired_time: 1.0841387510, output_fired_time: 0.7142900229, propagate_forward_time: 49.2154998779, propagate_backward_time: 69.5784378052, weight_update_time: 0.1062807664, other_time: 2.1414260864
epoch time: 12.2769308090s, input_fired_time: 0.1421481371, output_fired_time: 0.0000000000, propagate_forward_time: 11.6862735748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485092163
validation[          , genome  7083] predictions:    9742/  10000 (97.42%), best:    9783/10000 (97.83%), error:       786.77051, best error:       732.82916 on epoch:    89, 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: 49.3419113159s, input_fired_time: 0.6229430437, output_fired_time: 0.0000000000, propagate_forward_time: 46.7119407654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0070266724
best training[          , genome  7083] predictions:   49686/  50000 (99.37%), best:    9783/10000 (97.83%), error:      1350.86829, best error:       732.82916 on epoch:    89, 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: 11.8358659744s, input_fired_time: 0.1305086762, output_fired_time: 0.0000000000, propagate_forward_time: 11.1869096756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184478760
   testing[          , genome  7083] predictions:    9805/  10000 (98.05%), best:    9783/10000 (97.83%), error:       658.10547, best error:       732.82916 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:16:00 (42672): called boinc_finish(0)

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