Nameexact_genome_1512568488_45_4859_0
Workunit2595506
Created7 Dec 2017, 12:07:25 UTC
Sent7 Dec 2017, 12:08:58 UTC
Report deadline13 Dec 2017, 22:34:02 UTC
Received9 Dec 2017, 6:57:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 35 min 24 sec
CPU time3 hours 30 min 33 sec
Validate stateValid
Credit1,608.52
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.41 MB
Peak swap size153.65 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.3368434906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017271042
validation[          , genome  4859] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1114.29419, best error:      1114.29419 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.6434097290s, input_fired_time: 1.1073250771, output_fired_time: 1.0901799202, propagate_forward_time: 42.9207115173, propagate_backward_time: 67.6660995483, weight_update_time: 0.1767339408, other_time: 2.8590927124
epoch time: 9.2256393433s, input_fired_time: 0.1382549852, output_fired_time: 0.0000000000, propagate_forward_time: 8.5756607056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117235184
validation[          , genome  4859] predictions:    9622/  10000 (96.22%), best:    9663/10000 (96.63%), error:      1281.34119, best error:      1114.29419 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.7792434692s, input_fired_time: 1.0941244364, output_fired_time: 1.0965487957, propagate_forward_time: 42.3801116943, propagate_backward_time: 67.3650588989, weight_update_time: 0.1715564132, other_time: 2.8433990479
epoch time: 9.1224832535s, input_fired_time: 0.1393643916, output_fired_time: 0.0000000000, propagate_forward_time: 8.4731607437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099582672
validation[          , genome  4859] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1111.27173, best error:      1111.27173 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.7075881958s, input_fired_time: 1.1064351797, output_fired_time: 1.0897871256, propagate_forward_time: 42.3921394348, propagate_backward_time: 67.2552108765, weight_update_time: 0.1710725427, other_time: 2.8640060425
epoch time: 9.2160930634s, input_fired_time: 0.1396079212, output_fired_time: 0.0000000000, propagate_forward_time: 8.5563535690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201311111
validation[          , genome  4859] predictions:    9631/  10000 (96.31%), best:    9666/10000 (96.66%), error:      1248.73193, best error:      1111.27173 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.8168563843s, input_fired_time: 1.0998332500, output_fired_time: 1.0749149323, propagate_forward_time: 41.8657531738, propagate_backward_time: 66.9314727783, weight_update_time: 0.1730403304, other_time: 2.8448867798
epoch time: 9.0557394028s, input_fired_time: 0.1394209564, output_fired_time: 0.0000000000, propagate_forward_time: 8.4018602371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144586563
validation[          , genome  4859] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1066.58252, best error:      1066.58252 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 115.5713195801s, input_fired_time: 1.1143491268, output_fired_time: 1.1005641222, propagate_forward_time: 42.7831039429, propagate_backward_time: 67.7047195435, weight_update_time: 0.1760398895, other_time: 2.8685836792
epoch time: 9.1490001678s, input_fired_time: 0.1395130455, output_fired_time: 0.0000000000, propagate_forward_time: 8.4956216812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138654709
validation[          , genome  4859] predictions:    9595/  10000 (95.95%), best:    9672/10000 (96.72%), error:      1282.20300, best error:      1066.58252 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.9007110596s, input_fired_time: 1.0974316597, output_fired_time: 1.0907975435, propagate_forward_time: 42.3811988831, propagate_backward_time: 67.4957733154, weight_update_time: 0.1736558825, other_time: 2.8355102539
epoch time: 9.2503719330s, input_fired_time: 0.1415609419, output_fired_time: 0.0000000000, propagate_forward_time: 8.5875568390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212545395
validation[          , genome  4859] predictions:    9605/  10000 (96.05%), best:    9672/10000 (96.72%), error:      1345.69690, best error:      1066.58252 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 114.8522949219s, input_fired_time: 1.1054159403, output_fired_time: 1.0867077112, propagate_forward_time: 42.5338478088, propagate_backward_time: 67.2533340454, weight_update_time: 0.1717104316, other_time: 2.8729934692
epoch time: 9.3633737564s, input_fired_time: 0.1421797574, output_fired_time: 0.0000000000, propagate_forward_time: 8.7040672302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171270370
validation[          , genome  4859] predictions:    9675/  10000 (96.75%), best:    9672/10000 (96.72%), error:      1117.85327, best error:      1066.58252 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 114.6098251343s, input_fired_time: 1.1043128967, output_fired_time: 1.0886504650, propagate_forward_time: 42.2883148193, propagate_backward_time: 67.2538070679, weight_update_time: 0.1715631038, other_time: 2.8747329712
epoch time: 9.1216545105s, input_fired_time: 0.1371018887, output_fired_time: 0.0000000000, propagate_forward_time: 8.4757928848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087594986
validation[          , genome  4859] predictions:    9643/  10000 (96.43%), best:    9672/10000 (96.72%), error:      1139.42859, best error:      1066.58252 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.0066070557s, input_fired_time: 1.1130293608, output_fired_time: 1.0986173153, propagate_forward_time: 42.3960838318, propagate_backward_time: 67.5104598999, weight_update_time: 0.1750053763, other_time: 2.8884201050
epoch time: 9.1568269730s, input_fired_time: 0.1417456269, output_fired_time: 0.0000000000, propagate_forward_time: 8.4943141937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207672119
validation[          , genome  4859] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1134.43958, best error:      1066.58252 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.4142990112s, input_fired_time: 1.1062493324, output_fired_time: 1.0871531963, propagate_forward_time: 42.4274940491, propagate_backward_time: 66.9355621338, weight_update_time: 0.1717095077, other_time: 2.8578491211
epoch time: 9.4803094864s, input_fired_time: 0.1406144649, output_fired_time: 0.0000000000, propagate_forward_time: 8.8182678223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214271545
validation[          , genome  4859] predictions:    9619/  10000 (96.19%), best:    9672/10000 (96.72%), error:      1185.45886, best error:      1066.58252 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 114.8659896851s, input_fired_time: 1.1019018888, output_fired_time: 1.0906066895, propagate_forward_time: 42.4635505676, propagate_backward_time: 67.3455657959, weight_update_time: 0.1747003347, other_time: 2.8643646240
epoch time: 9.2055778503s, input_fired_time: 0.1403388977, output_fired_time: 0.0000000000, propagate_forward_time: 8.5413866043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5238523483
validation[          , genome  4859] predictions:    9626/  10000 (96.26%), best:    9672/10000 (96.72%), error:      1191.41736, best error:      1066.58252 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 114.9924316406s, input_fired_time: 1.1063954830, output_fired_time: 1.0964676142, propagate_forward_time: 42.4525604248, propagate_backward_time: 67.4746704102, weight_update_time: 0.1757554263, other_time: 2.8623428345
epoch time: 9.3115596771s, input_fired_time: 0.1406051368, output_fired_time: 0.0000000000, propagate_forward_time: 8.6455268860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254278183
validation[          , genome  4859] predictions:    9663/  10000 (96.63%), best:    9672/10000 (96.72%), error:      1101.73767, best error:      1066.58252 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.3045196533s, input_fired_time: 1.1147471666, output_fired_time: 1.0905615091, propagate_forward_time: 42.6115455627, propagate_backward_time: 67.6027908325, weight_update_time: 0.1720109582, other_time: 2.8848800659
epoch time: 9.2010049820s, input_fired_time: 0.1402017474, output_fired_time: 0.0000000000, propagate_forward_time: 8.5364398956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243635178
validation[          , genome  4859] predictions:    9676/  10000 (96.76%), best:    9672/10000 (96.72%), error:      1081.56396, best error:      1066.58252 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 113.7573547363s, input_fired_time: 1.0982860327, output_fired_time: 1.0786626339, propagate_forward_time: 42.0592536926, propagate_backward_time: 66.6591796875, weight_update_time: 0.1723252088, other_time: 2.8619689941
epoch time: 8.9801368713s, input_fired_time: 0.1396831721, output_fired_time: 0.0000000000, propagate_forward_time: 8.3236665726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167875290
validation[          , genome  4859] predictions:    9685/  10000 (96.85%), best:    9672/10000 (96.72%), error:      1068.09509, best error:      1066.58252 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.3014297485s, input_fired_time: 1.1163692474, output_fired_time: 1.0946154594, propagate_forward_time: 42.6728820801, propagate_backward_time: 67.5342636108, weight_update_time: 0.1740664095, other_time: 2.8833007813
epoch time: 9.0231752396s, input_fired_time: 0.1391124129, output_fired_time: 0.0000000000, propagate_forward_time: 8.3654413223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186214447
validation[          , genome  4859] predictions:    9639/  10000 (96.39%), best:    9672/10000 (96.72%), error:      1131.08459, best error:      1066.58252 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.8941879272s, input_fired_time: 1.1073881388, output_fired_time: 1.0907589197, propagate_forward_time: 42.4275627136, propagate_backward_time: 67.4017333984, weight_update_time: 0.1741478294, other_time: 2.8667449951
epoch time: 9.1457643509s, input_fired_time: 0.1386169046, output_fired_time: 0.0000000000, propagate_forward_time: 8.4969282150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102195740
validation[          , genome  4859] predictions:    9629/  10000 (96.29%), best:    9672/10000 (96.72%), error:      1236.16748, best error:      1066.58252 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.2038345337s, input_fired_time: 1.1117146015, output_fired_time: 1.0870250463, propagate_forward_time: 42.5283737183, propagate_backward_time: 67.5710525513, weight_update_time: 0.1780864447, other_time: 2.9056625366
epoch time: 8.5345506668s, input_fired_time: 0.1312981248, output_fired_time: 0.0000000000, propagate_forward_time: 7.9043154716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989371300
validation[          , genome  4859] predictions:    9646/  10000 (96.46%), best:    9672/10000 (96.72%), error:      1115.96863, best error:      1066.58252 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 113.9022598267s, input_fired_time: 1.1062046289, output_fired_time: 1.0826468468, propagate_forward_time: 41.9838256836, propagate_backward_time: 66.8605041504, weight_update_time: 0.1729867607, other_time: 2.8690795898
epoch time: 8.7355127335s, input_fired_time: 0.1377839893, output_fired_time: 0.0000000000, propagate_forward_time: 8.0950651169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026636124
validation[          , genome  4859] predictions:    9634/  10000 (96.34%), best:    9672/10000 (96.72%), error:      1148.03613, best error:      1066.58252 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.1225357056s, input_fired_time: 1.1126244068, output_fired_time: 1.0929595232, propagate_forward_time: 42.4604873657, propagate_backward_time: 67.5653610229, weight_update_time: 0.1764587462, other_time: 2.8911056519
epoch time: 9.0223503113s, input_fired_time: 0.1394026726, output_fired_time: 0.0000000000, propagate_forward_time: 8.3655433655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174045563
validation[          , genome  4859] predictions:    9640/  10000 (96.40%), best:    9672/10000 (96.72%), error:      1210.20679, best error:      1066.58252 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 115.3950500488s, input_fired_time: 1.1117632389, output_fired_time: 1.0993838310, propagate_forward_time: 42.5774612427, propagate_backward_time: 67.7180633545, weight_update_time: 0.1752015501, other_time: 2.8883819580
epoch time: 9.1014041901s, input_fired_time: 0.1402592063, output_fired_time: 0.0000000000, propagate_forward_time: 8.4367008209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244445801
validation[          , genome  4859] predictions:    9674/  10000 (96.74%), best:    9672/10000 (96.72%), error:      1078.06860, best error:      1066.58252 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 115.9607849121s, input_fired_time: 1.1111549139, output_fired_time: 1.1029632092, propagate_forward_time: 42.8402824402, propagate_backward_time: 68.0162811279, weight_update_time: 0.1781010628, other_time: 2.8901062012
epoch time: 9.1987323761s, input_fired_time: 0.1411415637, output_fired_time: 0.0000000000, propagate_forward_time: 8.5358276367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217628479
validation[          , genome  4859] predictions:    9673/  10000 (96.73%), best:    9672/10000 (96.72%), error:      1086.84338, best error:      1066.58252 on epoch:    18, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.5818862915s, input_fired_time: 1.1112962961, output_fired_time: 1.0998278856, propagate_forward_time: 42.6730270386, propagate_backward_time: 67.8155288696, weight_update_time: 0.1736675501, other_time: 2.8822021484
epoch time: 9.0667543411s, input_fired_time: 0.1396599859, output_fired_time: 0.0000000000, propagate_forward_time: 8.4007968903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262975693
validation[          , genome  4859] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       933.25800, best error:       933.25800 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.3889999390s, input_fired_time: 1.1186075211, output_fired_time: 1.0935378075, propagate_forward_time: 42.4759483337, propagate_backward_time: 67.8168945313, weight_update_time: 0.1745155305, other_time: 2.8840179443
epoch time: 8.3384065628s, input_fired_time: 0.1318537295, output_fired_time: 0.0000000000, propagate_forward_time: 7.7233581543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831943512
validation[          , genome  4859] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1111.35034, best error:       933.25800 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.7112655640s, input_fired_time: 1.1185232401, output_fired_time: 1.0988488197, propagate_forward_time: 42.5911254883, propagate_backward_time: 68.0398712158, weight_update_time: 0.1747212708, other_time: 2.8628997803
epoch time: 9.1199531555s, input_fired_time: 0.1382505596, output_fired_time: 0.0000000000, propagate_forward_time: 8.4680805206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136222839
validation[          , genome  4859] predictions:    9656/  10000 (96.56%), best:    9730/10000 (97.30%), error:      1114.91833, best error:       933.25800 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.8783035278s, input_fired_time: 1.1127325296, output_fired_time: 1.0910530090, propagate_forward_time: 42.2798080444, propagate_backward_time: 67.5318222046, weight_update_time: 0.1747038364, other_time: 2.8628845215
epoch time: 9.5062932968s, input_fired_time: 0.1419713497, output_fired_time: 0.0000000000, propagate_forward_time: 8.8373584747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269632339
validation[          , genome  4859] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1129.67688, best error:       933.25800 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.0843582153s, input_fired_time: 1.1153575182, output_fired_time: 1.0973839760, propagate_forward_time: 42.4674072266, propagate_backward_time: 67.5440902710, weight_update_time: 0.1748596132, other_time: 2.8601226807
epoch time: 9.0575351715s, input_fired_time: 0.1386649758, output_fired_time: 0.0000000000, propagate_forward_time: 8.4022035599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166664124
validation[          , genome  4859] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1103.37244, best error:       933.25800 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.9295043945s, input_fired_time: 1.1276510954, output_fired_time: 1.1013112068, propagate_forward_time: 43.0234107971, propagate_backward_time: 67.7972259521, weight_update_time: 0.1765126884, other_time: 2.8799133301
epoch time: 9.2779350281s, input_fired_time: 0.1403238028, output_fired_time: 0.0000000000, propagate_forward_time: 8.6134786606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241327286
validation[          , genome  4859] predictions:    9705/  10000 (97.05%), best:    9730/10000 (97.30%), error:       966.94830, best error:       933.25800 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.1109848022s, input_fired_time: 1.1166092157, output_fired_time: 1.0965473652, propagate_forward_time: 42.5406188965, propagate_backward_time: 67.5021362305, weight_update_time: 0.1715282947, other_time: 2.8550720215
epoch time: 8.9910974503s, input_fired_time: 0.1363679320, output_fired_time: 0.0000000000, propagate_forward_time: 8.3468532562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078763962
validation[          , genome  4859] predictions:    9680/  10000 (96.80%), best:    9730/10000 (97.30%), error:      1025.93445, best error:       933.25800 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 115.3915710449s, input_fired_time: 1.1181669235, output_fired_time: 1.0958781242, propagate_forward_time: 42.6685295105, propagate_backward_time: 67.6473007202, weight_update_time: 0.1732219011, other_time: 2.8617019653
epoch time: 9.1802215576s, input_fired_time: 0.1424214542, output_fired_time: 0.0000000000, propagate_forward_time: 8.5194902420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183095932
validation[          , genome  4859] predictions:    9684/  10000 (96.84%), best:    9730/10000 (97.30%), error:      1030.49768, best error:       933.25800 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.7905883789s, input_fired_time: 1.1184078455, output_fired_time: 1.0969930887, propagate_forward_time: 42.7555961609, propagate_backward_time: 67.9382095337, weight_update_time: 0.1758810133, other_time: 2.8813858032
epoch time: 8.7863683701s, input_fired_time: 0.1378578991, output_fired_time: 0.0000000000, propagate_forward_time: 8.1396341324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088768005
validation[          , genome  4859] predictions:    9643/  10000 (96.43%), best:    9730/10000 (97.30%), error:      1146.29639, best error:       933.25800 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.9348068237s, input_fired_time: 1.1076722145, output_fired_time: 1.0937457085, propagate_forward_time: 42.4303817749, propagate_backward_time: 67.4123306274, weight_update_time: 0.1747689098, other_time: 2.8906784058
epoch time: 9.2336673737s, input_fired_time: 0.1421374232, output_fired_time: 0.0000000000, propagate_forward_time: 8.5752038956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163259506
validation[          , genome  4859] predictions:    9643/  10000 (96.43%), best:    9730/10000 (97.30%), error:      1207.06750, best error:       933.25800 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.9839401245s, input_fired_time: 1.1155842543, output_fired_time: 1.0924701691, propagate_forward_time: 42.3998947144, propagate_backward_time: 67.4869461060, weight_update_time: 0.1763902456, other_time: 2.8890457153
epoch time: 8.9877872467s, input_fired_time: 0.1389445812, output_fired_time: 0.0000000000, propagate_forward_time: 8.3377866745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110559464
validation[          , genome  4859] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1110.76807, best error:       933.25800 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 115.3000946045s, input_fired_time: 1.1190243959, output_fired_time: 1.0894820690, propagate_forward_time: 42.5654678345, propagate_backward_time: 67.6476516724, weight_update_time: 0.1755678952, other_time: 2.8784637451
epoch time: 9.4665317535s, input_fired_time: 0.1464681029, output_fired_time: 0.0000000000, propagate_forward_time: 8.7979707718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220928192
validation[          , genome  4859] predictions:    9686/  10000 (96.86%), best:    9730/10000 (97.30%), error:      1019.83704, best error:       933.25800 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.3405456543s, input_fired_time: 1.1197153330, output_fired_time: 1.0926101208, propagate_forward_time: 42.4305419922, propagate_backward_time: 67.8199081421, weight_update_time: 0.1732320487, other_time: 2.8777694702
epoch time: 9.3452863693s, input_fired_time: 0.1427739859, output_fired_time: 0.0000000000, propagate_forward_time: 8.6791000366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234127045
validation[          , genome  4859] predictions:    9640/  10000 (96.40%), best:    9730/10000 (97.30%), error:      1124.90967, best error:       933.25800 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 114.7299652100s, input_fired_time: 1.1222531796, output_fired_time: 1.0916889906, propagate_forward_time: 42.3692207336, propagate_backward_time: 67.2832565308, weight_update_time: 0.1748948246, other_time: 2.8635482788
epoch time: 9.2355833054s, input_fired_time: 0.1419139802, output_fired_time: 0.0000000000, propagate_forward_time: 8.5835971832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100717545
validation[          , genome  4859] predictions:    9671/  10000 (96.71%), best:    9730/10000 (97.30%), error:      1058.21240, best error:       933.25800 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 115.3809051514s, input_fired_time: 1.1168676615, output_fired_time: 1.0962581635, propagate_forward_time: 42.5749778748, propagate_backward_time: 67.7259063721, weight_update_time: 0.1728369296, other_time: 2.8668975830
epoch time: 9.2487106323s, input_fired_time: 0.1422906071, output_fired_time: 0.0000000000, propagate_forward_time: 8.5865964890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198230743
validation[          , genome  4859] predictions:    9677/  10000 (96.77%), best:    9730/10000 (97.30%), error:      1010.49927, best error:       933.25800 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 115.6421585083s, input_fired_time: 1.1200602055, output_fired_time: 1.1027626991, propagate_forward_time: 42.8111495972, propagate_backward_time: 67.7315979004, weight_update_time: 0.1750364304, other_time: 2.8765869141
epoch time: 9.1339883804s, input_fired_time: 0.1393964887, output_fired_time: 0.0000000000, propagate_forward_time: 8.4752006531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193910599
validation[          , genome  4859] predictions:    9697/  10000 (96.97%), best:    9730/10000 (97.30%), error:       964.62122, best error:       933.25800 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.1318435669s, input_fired_time: 1.1172719002, output_fired_time: 1.0977479219, propagate_forward_time: 42.5010719299, propagate_backward_time: 67.5372924805, weight_update_time: 0.1744407713, other_time: 2.8784637451
epoch time: 9.1489534378s, input_fired_time: 0.1431568563, output_fired_time: 0.0000000000, propagate_forward_time: 8.4919319153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138645172
validation[          , genome  4859] predictions:    9657/  10000 (96.57%), best:    9730/10000 (97.30%), error:      1112.69458, best error:       933.25800 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 115.0307235718s, input_fired_time: 1.1200640202, output_fired_time: 1.0872478485, propagate_forward_time: 42.4574470520, propagate_backward_time: 67.4992294312, weight_update_time: 0.1737662107, other_time: 2.8667373657
epoch time: 9.2069072723s, input_fired_time: 0.1418801248, output_fired_time: 0.0000000000, propagate_forward_time: 8.5478019714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172252655
validation[          , genome  4859] predictions:    9680/  10000 (96.80%), best:    9730/10000 (97.30%), error:      1040.58887, best error:       933.25800 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.5717391968s, input_fired_time: 1.1254541874, output_fired_time: 1.0971349478, propagate_forward_time: 42.7289009094, propagate_backward_time: 67.7488174438, weight_update_time: 0.1735607088, other_time: 2.8714218140
epoch time: 9.2938966751s, input_fired_time: 0.1454201639, output_fired_time: 0.0000000000, propagate_forward_time: 8.6295223236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189542770
validation[          , genome  4859] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1042.21704, best error:       933.25800 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 115.1349105835s, input_fired_time: 1.1286306381, output_fired_time: 1.0989178419, propagate_forward_time: 42.5042495728, propagate_backward_time: 67.5117950439, weight_update_time: 0.1733011007, other_time: 2.8913192749
epoch time: 9.2025108337s, input_fired_time: 0.1429392248, output_fired_time: 0.0000000000, propagate_forward_time: 8.5410556793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185155869
validation[          , genome  4859] predictions:    9629/  10000 (96.29%), best:    9730/10000 (97.30%), error:      1204.77502, best error:       933.25800 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.4004821777s, input_fired_time: 1.1236160994, output_fired_time: 1.0977468491, propagate_forward_time: 42.6151962280, propagate_backward_time: 67.6882781982, weight_update_time: 0.1724352092, other_time: 2.8756408691
epoch time: 9.0742006302s, input_fired_time: 0.1408152431, output_fired_time: 0.0000000000, propagate_forward_time: 8.4001026154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332832336
validation[          , genome  4859] predictions:    9699/  10000 (96.99%), best:    9730/10000 (97.30%), error:       973.69824, best error:       933.25800 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 115.9249267578s, input_fired_time: 1.1185106039, output_fired_time: 1.0946393013, propagate_forward_time: 42.7205810547, propagate_backward_time: 68.1246032715, weight_update_time: 0.1749630421, other_time: 2.8665924072
epoch time: 8.8629684448s, input_fired_time: 0.1369447857, output_fired_time: 0.0000000000, propagate_forward_time: 8.2181396484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078840256
validation[          , genome  4859] predictions:    9703/  10000 (97.03%), best:    9730/10000 (97.30%), error:       969.17145, best error:       933.25800 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 115.7725067139s, input_fired_time: 1.1214073896, output_fired_time: 1.1028196812, propagate_forward_time: 42.7897224426, propagate_backward_time: 67.8780364990, weight_update_time: 0.1732169688, other_time: 2.8805236816
epoch time: 8.8878812790s, input_fired_time: 0.1381770968, output_fired_time: 0.0000000000, propagate_forward_time: 8.2385311127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111732483
validation[          , genome  4859] predictions:    9684/  10000 (96.84%), best:    9730/10000 (97.30%), error:      1050.76929, best error:       933.25800 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.9580001831s, input_fired_time: 1.1317305565, output_fired_time: 1.1001019478, propagate_forward_time: 42.8618125916, propagate_backward_time: 67.9653472900, weight_update_time: 0.1766569316, other_time: 2.8990020752
epoch time: 9.2797679901s, input_fired_time: 0.1411473155, output_fired_time: 0.0000000000, propagate_forward_time: 8.6180267334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205936432
validation[          , genome  4859] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:       985.96234, best error:       933.25800 on epoch:    36, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.4839019775s, input_fired_time: 1.1160366535, output_fired_time: 1.0790939331, propagate_forward_time: 42.1697463989, propagate_backward_time: 67.2449188232, weight_update_time: 0.1760821193, other_time: 2.8741073608
epoch time: 9.3181381226s, input_fired_time: 0.1424526572, output_fired_time: 0.0000000000, propagate_forward_time: 8.6541328430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215530396
validation[          , genome  4859] predictions:    9687/  10000 (96.87%), best:    9730/10000 (97.30%), error:      1031.92883, best error:       933.25800 on epoch:    36, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 115.1462707520s, input_fired_time: 1.1258841753, output_fired_time: 1.1026544571, propagate_forward_time: 42.5351676941, propagate_backward_time: 67.5219268799, weight_update_time: 0.1736175269, other_time: 2.8606414795
epoch time: 9.4038486481s, input_fired_time: 0.1452221274, output_fired_time: 0.0000000000, propagate_forward_time: 8.7420740128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165529251
validation[          , genome  4859] predictions:    9661/  10000 (96.61%), best:    9730/10000 (97.30%), error:      1074.74182, best error:       933.25800 on epoch:    36, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.8064270020s, input_fired_time: 1.1197218895, output_fired_time: 1.0897600651, propagate_forward_time: 42.1861114502, propagate_backward_time: 67.5440063477, weight_update_time: 0.1723351181, other_time: 2.8668289185
epoch time: 9.3014173508s, input_fired_time: 0.1439604014, output_fired_time: 0.0000000000, propagate_forward_time: 8.6347980499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226593018
validation[          , genome  4859] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1045.80847, best error:       933.25800 on epoch:    36, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 115.4907531738s, input_fired_time: 1.1247624159, output_fired_time: 1.0884072781, propagate_forward_time: 42.6615104675, propagate_backward_time: 67.7454376221, weight_update_time: 0.1766854823, other_time: 2.8706359863
epoch time: 9.1464977264s, input_fired_time: 0.1407765150, output_fired_time: 0.0000000000, propagate_forward_time: 8.4921150208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136060715
validation[          , genome  4859] predictions:    9671/  10000 (96.71%), best:    9730/10000 (97.30%), error:      1056.30090, best error:       933.25800 on epoch:    36, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.5338516235s, input_fired_time: 1.1251314878, output_fired_time: 1.0958228111, propagate_forward_time: 42.6545524597, propagate_backward_time: 67.7560195923, weight_update_time: 0.1752478033, other_time: 2.9023208618
epoch time: 9.3234758377s, input_fired_time: 0.1411535889, output_fired_time: 0.0000000000, propagate_forward_time: 8.6720008850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103216171
validation[          , genome  4859] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1000.54486, best error:       933.25800 on epoch:    36, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 116.3800582886s, input_fired_time: 1.1293944120, output_fired_time: 1.1080431938, propagate_forward_time: 42.9297103882, propagate_backward_time: 68.3351287842, weight_update_time: 0.1745649725, other_time: 2.8777847290
epoch time: 9.2591114044s, input_fired_time: 0.1453271508, output_fired_time: 0.0000000000, propagate_forward_time: 8.5851860046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285978317
validation[          , genome  4859] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1042.22473, best error:       933.25800 on epoch:    36, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 115.7779235840s, input_fired_time: 1.1297653913, output_fired_time: 1.1021469831, propagate_forward_time: 42.7422447205, propagate_backward_time: 67.9194869995, weight_update_time: 0.1731239706, other_time: 2.8842697144
epoch time: 9.2632761002s, input_fired_time: 0.1446318030, output_fired_time: 0.0000000000, propagate_forward_time: 8.5970935822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215511322
validation[          , genome  4859] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:      1008.69971, best error:       933.25800 on epoch:    36, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.2062988281s, input_fired_time: 1.1293255091, output_fired_time: 1.0927258730, propagate_forward_time: 42.5246505737, propagate_backward_time: 67.5946960449, weight_update_time: 0.1762691587, other_time: 2.8648986816
epoch time: 9.0443239212s, input_fired_time: 0.1417986453, output_fired_time: 0.0000000000, propagate_forward_time: 8.3895845413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129404068
validation[          , genome  4859] predictions:    9671/  10000 (96.71%), best:    9730/10000 (97.30%), error:      1035.17090, best error:       933.25800 on epoch:    36, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 115.9146881104s, input_fired_time: 1.1266267300, output_fired_time: 1.0984853506, propagate_forward_time: 42.7309875488, propagate_backward_time: 68.0794601440, weight_update_time: 0.1720576882, other_time: 2.8791275024
epoch time: 9.1588001251s, input_fired_time: 0.1422754675, output_fired_time: 0.0000000000, propagate_forward_time: 8.5012559891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152683258
validation[          , genome  4859] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1024.89185, best error:       933.25800 on epoch:    36, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.8865737915s, input_fired_time: 1.1222355366, output_fired_time: 1.0939486027, propagate_forward_time: 42.3725242615, propagate_backward_time: 67.4343872070, weight_update_time: 0.1741282642, other_time: 2.8634796143
epoch time: 8.9957504272s, input_fired_time: 0.1421637237, output_fired_time: 0.0000000000, propagate_forward_time: 8.3364000320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171871185
validation[          , genome  4859] predictions:    9605/  10000 (96.05%), best:    9730/10000 (97.30%), error:      1269.34216, best error:       933.25800 on epoch:    36, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 116.2043380737s, input_fired_time: 1.1280032396, output_fired_time: 1.1023203135, propagate_forward_time: 42.9218292236, propagate_backward_time: 68.1704635620, weight_update_time: 0.1756218374, other_time: 2.8817214966
epoch time: 9.5008754730s, input_fired_time: 0.1458217651, output_fired_time: 0.0000000000, propagate_forward_time: 8.8307189941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243349075
validation[          , genome  4859] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1100.95667, best error:       933.25800 on epoch:    36, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 115.4836196899s, input_fired_time: 1.1285488605, output_fired_time: 1.0959832668, propagate_forward_time: 42.6646575928, propagate_backward_time: 67.6999282837, weight_update_time: 0.1767815948, other_time: 2.8945007324
epoch time: 9.2784070969s, input_fired_time: 0.1433723569, output_fired_time: 0.0000000000, propagate_forward_time: 8.6114273071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236072540
validation[          , genome  4859] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1064.18237, best error:       933.25800 on epoch:    36, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 115.5243072510s, input_fired_time: 1.1315450668, output_fired_time: 1.0952219963, propagate_forward_time: 42.7625045776, propagate_backward_time: 67.6664581299, weight_update_time: 0.1730165333, other_time: 2.8685760498
epoch time: 9.3069267273s, input_fired_time: 0.1455052048, output_fired_time: 0.0000000000, propagate_forward_time: 8.6319885254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294332504
validation[          , genome  4859] predictions:    9640/  10000 (96.40%), best:    9730/10000 (97.30%), error:      1130.01221, best error:       933.25800 on epoch:    36, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.1641006470s, input_fired_time: 1.1297363043, output_fired_time: 1.0896714926, propagate_forward_time: 42.6388053894, propagate_backward_time: 67.4405593872, weight_update_time: 0.1726693809, other_time: 2.8653335571
epoch time: 9.0854234695s, input_fired_time: 0.1432250142, output_fired_time: 0.0000000000, propagate_forward_time: 8.4326229095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095758438
validation[          , genome  4859] predictions:    9652/  10000 (96.52%), best:    9730/10000 (97.30%), error:      1151.59790, best error:       933.25800 on epoch:    36, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.6067657471s, input_fired_time: 1.1347976923, output_fired_time: 1.0983396769, propagate_forward_time: 42.6827659607, propagate_backward_time: 67.8082504272, weight_update_time: 0.1744328141, other_time: 2.8826065063
epoch time: 8.9426527023s, input_fired_time: 0.1412492990, output_fired_time: 0.0000000000, propagate_forward_time: 8.2867183685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146846771
validation[          , genome  4859] predictions:    9661/  10000 (96.61%), best:    9730/10000 (97.30%), error:      1081.17151, best error:       933.25800 on epoch:    36, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 116.0880584717s, input_fired_time: 1.1438497305, output_fired_time: 1.0988136530, propagate_forward_time: 42.7125434875, propagate_backward_time: 68.2004547119, weight_update_time: 0.1766207814, other_time: 2.9323883057
epoch time: 9.0511093140s, input_fired_time: 0.1419322044, output_fired_time: 0.0000000000, propagate_forward_time: 8.3929157257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162611008
validation[          , genome  4859] predictions:    9641/  10000 (96.41%), best:    9730/10000 (97.30%), error:      1139.00659, best error:       933.25800 on epoch:    36, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 115.0609207153s, input_fired_time: 1.1313992739, output_fired_time: 1.0897307396, propagate_forward_time: 42.4975509644, propagate_backward_time: 67.4756088257, weight_update_time: 0.1733456403, other_time: 2.8666305542
epoch time: 9.0927028656s, input_fired_time: 0.1444675028, output_fired_time: 0.0000000000, propagate_forward_time: 8.4265432358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216922760
validation[          , genome  4859] predictions:    9695/  10000 (96.95%), best:    9730/10000 (97.30%), error:      1022.38806, best error:       933.25800 on epoch:    36, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 115.2472839355s, input_fired_time: 1.1293424368, output_fired_time: 1.0927056074, propagate_forward_time: 42.5244483948, propagate_backward_time: 67.6120605469, weight_update_time: 0.1749037504, other_time: 2.8887329102
epoch time: 9.3651418686s, input_fired_time: 0.1440570801, output_fired_time: 0.0000000000, propagate_forward_time: 8.7081985474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128860474
validation[          , genome  4859] predictions:    9691/  10000 (96.91%), best:    9730/10000 (97.30%), error:       971.71600, best error:       933.25800 on epoch:    36, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.9607391357s, input_fired_time: 1.1436660290, output_fired_time: 1.0981274843, propagate_forward_time: 42.8712959290, propagate_backward_time: 67.9390945435, weight_update_time: 0.1759508103, other_time: 2.9085464478
epoch time: 8.9846868515s, input_fired_time: 0.1430353522, output_fired_time: 0.0000000000, propagate_forward_time: 8.3332939148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083580017
validation[          , genome  4859] predictions:    9671/  10000 (96.71%), best:    9730/10000 (97.30%), error:      1088.47131, best error:       933.25800 on epoch:    36, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 113.8985061646s, input_fired_time: 1.1212828159, output_fired_time: 1.0824167728, propagate_forward_time: 41.9324378967, propagate_backward_time: 66.8874511719, weight_update_time: 0.1745773554, other_time: 2.8749084473
epoch time: 8.6137132645s, input_fired_time: 0.1397597045, output_fired_time: 0.0000000000, propagate_forward_time: 7.9817457199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922075272
validation[          , genome  4859] predictions:    9645/  10000 (96.45%), best:    9730/10000 (97.30%), error:      1144.53406, best error:       933.25800 on epoch:    36, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 115.7833404541s, input_fired_time: 1.1340755224, output_fired_time: 1.0924072266, propagate_forward_time: 42.7577400208, propagate_backward_time: 67.9289398193, weight_update_time: 0.1759152263, other_time: 2.8701782227
epoch time: 9.0981140137s, input_fired_time: 0.1457393616, output_fired_time: 0.0000000000, propagate_forward_time: 8.4372634888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151109695
validation[          , genome  4859] predictions:    9663/  10000 (96.63%), best:    9730/10000 (97.30%), error:      1115.63123, best error:       933.25800 on epoch:    36, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 115.6803970337s, input_fired_time: 1.1386171579, output_fired_time: 1.0959757566, propagate_forward_time: 42.8070030212, propagate_backward_time: 67.7591171265, weight_update_time: 0.1729840934, other_time: 2.8796768188
epoch time: 9.1906471252s, input_fired_time: 0.1444586217, output_fired_time: 0.0000000000, propagate_forward_time: 8.5312070847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149812698
validation[          , genome  4859] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       966.68793, best error:       933.25800 on epoch:    36, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.8261489868s, input_fired_time: 1.1302475929, output_fired_time: 1.1029151678, propagate_forward_time: 42.8280105591, propagate_backward_time: 67.8859863281, weight_update_time: 0.1740806997, other_time: 2.8789901733
epoch time: 9.2658691406s, input_fired_time: 0.1458564699, output_fired_time: 0.0000000000, propagate_forward_time: 8.5968093872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232028961
validation[          , genome  4859] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:      1036.46802, best error:       933.25800 on epoch:    36, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 114.9148864746s, input_fired_time: 1.1370470524, output_fired_time: 1.0939418077, propagate_forward_time: 42.4117851257, propagate_backward_time: 67.4116592407, weight_update_time: 0.1740472019, other_time: 2.8604507446
epoch time: 9.4050035477s, input_fired_time: 0.1439613849, output_fired_time: 0.0000000000, propagate_forward_time: 8.7340717316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269708633
validation[          , genome  4859] predictions:    9662/  10000 (96.62%), best:    9730/10000 (97.30%), error:      1109.67554, best error:       933.25800 on epoch:    36, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 116.8771438599s, input_fired_time: 1.1346099377, output_fired_time: 1.1040264368, propagate_forward_time: 43.1465492249, propagate_backward_time: 68.6101303101, weight_update_time: 0.1769680828, other_time: 2.8818283081
epoch time: 9.3418893814s, input_fired_time: 0.1442124397, output_fired_time: 0.0000000000, propagate_forward_time: 8.6721677780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255088806
validation[          , genome  4859] predictions:    9697/  10000 (96.97%), best:    9730/10000 (97.30%), error:       965.09198, best error:       933.25800 on epoch:    36, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.8832626343s, input_fired_time: 1.1307550669, output_fired_time: 1.0954564810, propagate_forward_time: 42.8228874207, propagate_backward_time: 67.9443893433, weight_update_time: 0.1731149405, other_time: 2.8897781372
epoch time: 9.3092031479s, input_fired_time: 0.1442868114, output_fired_time: 0.0000000000, propagate_forward_time: 8.6428689957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220470428
validation[          , genome  4859] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:       956.22119, best error:       933.25800 on epoch:    36, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 114.4695358276s, input_fired_time: 1.1269212961, output_fired_time: 1.0954124928, propagate_forward_time: 42.1741333008, propagate_backward_time: 67.1944122314, weight_update_time: 0.1726711988, other_time: 2.8786544800
epoch time: 9.4339284897s, input_fired_time: 0.1476478577, output_fired_time: 0.0000000000, propagate_forward_time: 8.7682037354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180768967
validation[          , genome  4859] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:      1017.69629, best error:       933.25800 on epoch:    36, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 114.3852691650s, input_fired_time: 1.1240566969, output_fired_time: 1.0853805542, propagate_forward_time: 42.2775650024, propagate_backward_time: 67.0555343628, weight_update_time: 0.1717790067, other_time: 2.8427352905
epoch time: 9.1670770645s, input_fired_time: 0.1449314058, output_fired_time: 0.0000000000, propagate_forward_time: 8.4986619949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234832764
validation[          , genome  4859] predictions:    9668/  10000 (96.68%), best:    9730/10000 (97.30%), error:      1082.73059, best error:       933.25800 on epoch:    36, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 115.6438522339s, input_fired_time: 1.1456439495, output_fired_time: 1.1050292253, propagate_forward_time: 42.7104225159, propagate_backward_time: 67.8030242920, weight_update_time: 0.1728613973, other_time: 2.8797302246
epoch time: 9.2345647812s, input_fired_time: 0.1448512524, output_fired_time: 0.0000000000, propagate_forward_time: 8.5675220490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221910477
validation[          , genome  4859] predictions:    9645/  10000 (96.45%), best:    9730/10000 (97.30%), error:      1141.50952, best error:       933.25800 on epoch:    36, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.2316284180s, input_fired_time: 1.1373659372, output_fired_time: 1.0994826555, propagate_forward_time: 42.9345893860, propagate_backward_time: 68.1753311157, weight_update_time: 0.1765616983, other_time: 2.8848648071
epoch time: 9.2013587952s, input_fired_time: 0.1446535587, output_fired_time: 0.0000000000, propagate_forward_time: 8.5437049866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130004883
validation[          , genome  4859] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1058.17468, best error:       933.25800 on epoch:    36, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 113.3249588013s, input_fired_time: 1.1221116781, output_fired_time: 1.0747025013, propagate_forward_time: 41.8947372437, propagate_backward_time: 66.3967971802, weight_update_time: 0.1699743271, other_time: 2.8366165161
epoch time: 9.1164779663s, input_fired_time: 0.1451521963, output_fired_time: 0.0000000000, propagate_forward_time: 8.4395837784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317420959
validation[          , genome  4859] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:      1039.69580, best error:       933.25800 on epoch:    36, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.8951034546s, input_fired_time: 1.1380496025, output_fired_time: 1.0974110365, propagate_forward_time: 42.7413520813, propagate_backward_time: 68.0371398926, weight_update_time: 0.1764187068, other_time: 2.8811492920
epoch time: 8.9128236771s, input_fired_time: 0.1438932568, output_fired_time: 0.0000000000, propagate_forward_time: 8.2502193451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187110901
validation[          , genome  4859] predictions:    9670/  10000 (96.70%), best:    9730/10000 (97.30%), error:      1070.86829, best error:       933.25800 on epoch:    36, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 115.6050872803s, input_fired_time: 1.1339662075, output_fired_time: 1.0987919569, propagate_forward_time: 42.6219596863, propagate_backward_time: 67.8715896606, weight_update_time: 0.1754913777, other_time: 2.8787765503
epoch time: 8.9326744080s, input_fired_time: 0.1415457278, output_fired_time: 0.0000000000, propagate_forward_time: 8.2812337875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098953247
validation[          , genome  4859] predictions:    9678/  10000 (96.78%), best:    9730/10000 (97.30%), error:      1070.17456, best error:       933.25800 on epoch:    36, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 115.3274765015s, input_fired_time: 1.1366636753, output_fired_time: 1.1007263660, propagate_forward_time: 42.5113410950, propagate_backward_time: 67.7032318115, weight_update_time: 0.1725416780, other_time: 2.8755187988
epoch time: 9.1410465240s, input_fired_time: 0.1465651989, output_fired_time: 0.0000000000, propagate_forward_time: 8.4630861282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313949585
validation[          , genome  4859] predictions:    9697/  10000 (96.97%), best:    9730/10000 (97.30%), error:      1031.99768, best error:       933.25800 on epoch:    36, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.2903747559s, input_fired_time: 1.1392725706, output_fired_time: 1.0982095003, propagate_forward_time: 42.8344345093, propagate_backward_time: 68.3119125366, weight_update_time: 0.1756850779, other_time: 2.9065399170
epoch time: 9.2102127075s, input_fired_time: 0.1449206769, output_fired_time: 0.0000000000, propagate_forward_time: 8.5477819443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175104141
validation[          , genome  4859] predictions:    9668/  10000 (96.68%), best:    9730/10000 (97.30%), error:      1077.91748, best error:       933.25800 on epoch:    36, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.1953659058s, input_fired_time: 1.1330500841, output_fired_time: 1.0954303741, propagate_forward_time: 42.4570655823, propagate_backward_time: 67.6482009888, weight_update_time: 0.1739039421, other_time: 2.8616256714
epoch time: 9.3656682968s, input_fired_time: 0.1462945342, output_fired_time: 0.0000000000, propagate_forward_time: 8.6930332184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263404846
validation[          , genome  4859] predictions:    9639/  10000 (96.39%), best:    9730/10000 (97.30%), error:      1170.16492, best error:       933.25800 on epoch:    36, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 114.4532241821s, input_fired_time: 1.1339802742, output_fired_time: 1.0811346769, propagate_forward_time: 42.2527122498, propagate_backward_time: 67.1319580078, weight_update_time: 0.1741497070, other_time: 2.8534393311
epoch time: 8.8259563446s, input_fired_time: 0.1421610415, output_fired_time: 0.0000000000, propagate_forward_time: 8.1804208755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033740997
validation[          , genome  4859] predictions:    9686/  10000 (96.86%), best:    9730/10000 (97.30%), error:       997.41144, best error:       933.25800 on epoch:    36, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 115.1682586670s, input_fired_time: 1.1462417841, output_fired_time: 1.0982022285, propagate_forward_time: 42.4234962463, propagate_backward_time: 67.6408843994, weight_update_time: 0.1734155566, other_time: 2.8594360352
epoch time: 9.3865909576s, input_fired_time: 0.1482671052, output_fired_time: 0.0000000000, propagate_forward_time: 8.7196044922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187196732
validation[          , genome  4859] predictions:    9617/  10000 (96.17%), best:    9730/10000 (97.30%), error:      1229.85474, best error:       933.25800 on epoch:    36, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 112.4384918213s, input_fired_time: 1.1187024117, output_fired_time: 1.0647445917, propagate_forward_time: 41.3634948730, propagate_backward_time: 66.0665283203, weight_update_time: 0.1711010188, other_time: 2.8250198364
epoch time: 9.3347177505s, input_fired_time: 0.1473643333, output_fired_time: 0.0000000000, propagate_forward_time: 8.6645774841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227756500
validation[          , genome  4859] predictions:    9676/  10000 (96.76%), best:    9730/10000 (97.30%), error:      1103.10132, best error:       933.25800 on epoch:    36, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 116.1156005859s, input_fired_time: 1.1440020800, output_fired_time: 1.0960878134, propagate_forward_time: 42.8827133179, propagate_backward_time: 68.1249923706, weight_update_time: 0.1751411706, other_time: 2.8678054810
epoch time: 9.2111377716s, input_fired_time: 0.1457776427, output_fired_time: 0.0000000000, propagate_forward_time: 8.5440778732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212821960
validation[          , genome  4859] predictions:    9634/  10000 (96.34%), best:    9730/10000 (97.30%), error:      1241.68665, best error:       933.25800 on epoch:    36, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.3463592529s, input_fired_time: 1.1471401453, output_fired_time: 1.0987048149, propagate_forward_time: 42.6441307068, propagate_backward_time: 67.5662460327, weight_update_time: 0.1773945391, other_time: 2.8901443481
epoch time: 9.2531719208s, input_fired_time: 0.1475455314, output_fired_time: 0.0000000000, propagate_forward_time: 8.5836219788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220041275
validation[          , genome  4859] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1072.04053, best error:       933.25800 on epoch:    36, 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: 45.7959098816s, input_fired_time: 0.7047840357, output_fired_time: 0.0000000000, propagate_forward_time: 42.4378280640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6532974243
best training[          , genome  4859] predictions:   49176/  50000 (98.35%), best:    9730/10000 (97.30%), error:      3008.83740, best error:       933.25800 on epoch:    36, 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: 9.2689504623s, input_fired_time: 0.1411357522, output_fired_time: 0.0000000000, propagate_forward_time: 8.6066036224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212106705
   testing[          , genome  4859] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       889.70197, best error:       933.25800 on epoch:    36, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:57:05 (5948): called boinc_finish(0)

</stderr_txt>
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