Nameexact_genome_1512568488_43_5866_1
Workunit2600652
Created7 Dec 2017, 16:51:23 UTC
Sent7 Dec 2017, 16:55:54 UTC
Report deadline13 Dec 2017, 6:03:08 UTC
Received8 Dec 2017, 0:06:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 35 min 56 sec
CPU time1 hours 35 min 50 sec
Validate stateValid
Credit1,386.67
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.28 MB
Peak swap size151.17 MB
Peak disk usage1.05 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 51.8417243958s, input_fired_time: 0.5502800345, output_fired_time: 0.3424221277, propagate_forward_time: 20.3121681213, propagate_backward_time: 29.1529178619, weight_update_time: 0.0690066069, other_time: 1.4839344025
epoch time: 4.3736791611s, input_fired_time: 0.0554581657, output_fired_time: 0.0000000000, propagate_forward_time: 4.0614838600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567372322
validation[          , genome  5866] predictions:    9617/  10000 (96.17%), best:    9645/10000 (96.45%), error:      1274.53113, best error:      1170.51477 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.3630294800s, input_fired_time: 0.5543640852, output_fired_time: 0.3449879289, propagate_forward_time: 20.5174980164, propagate_backward_time: 29.4425563812, weight_update_time: 0.0694336817, other_time: 1.5036220551
epoch time: 4.3744149208s, input_fired_time: 0.0552944355, output_fired_time: 0.0000000000, propagate_forward_time: 4.0639791489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551412582
validation[          , genome  5866] predictions:    9513/  10000 (95.13%), best:    9645/10000 (96.45%), error:      1546.77722, best error:      1170.51477 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.1120758057s, input_fired_time: 0.5517839193, output_fired_time: 0.3440400064, propagate_forward_time: 20.4219589233, propagate_backward_time: 29.2901878357, weight_update_time: 0.0693329051, other_time: 1.5041046143
epoch time: 4.6841630936s, input_fired_time: 0.0579904988, output_fired_time: 0.0000000000, propagate_forward_time: 4.3574166298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687559128
validation[          , genome  5866] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1154.35938, best error:      1154.35938 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.8284225464s, input_fired_time: 0.5509430766, output_fired_time: 0.3423548937, propagate_forward_time: 20.3055915833, propagate_backward_time: 29.1429576874, weight_update_time: 0.0691385940, other_time: 1.4865779877
epoch time: 4.3697361946s, input_fired_time: 0.0547521263, output_fired_time: 0.0000000000, propagate_forward_time: 4.0610408783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2539429665
validation[          , genome  5866] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1137.43335, best error:      1137.43335 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.8490257263s, input_fired_time: 0.5510546565, output_fired_time: 0.3428372145, propagate_forward_time: 20.3025150299, propagate_backward_time: 29.1637973785, weight_update_time: 0.0692602694, other_time: 1.4888191223
epoch time: 4.3713483810s, input_fired_time: 0.0551175773, output_fired_time: 0.0000000000, propagate_forward_time: 4.0608172417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554135323
validation[          , genome  5866] predictions:    9649/  10000 (96.49%), best:    9650/10000 (96.50%), error:      1206.47388, best error:      1137.43335 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.9946594238s, input_fired_time: 0.5533186197, output_fired_time: 0.3437265456, propagate_forward_time: 20.3542556763, propagate_backward_time: 29.2369308472, weight_update_time: 0.0693527013, other_time: 1.5064277649
epoch time: 4.3733353615s, input_fired_time: 0.0560112372, output_fired_time: 0.0000000000, propagate_forward_time: 4.0615477562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557764053
validation[          , genome  5866] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1120.98401, best error:      1120.98401 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.0946540833s, input_fired_time: 0.5566750169, output_fired_time: 0.3487886488, propagate_forward_time: 20.8174629211, propagate_backward_time: 29.8525772095, weight_update_time: 0.0697962716, other_time: 1.5191497803
epoch time: 4.3708181381s, input_fired_time: 0.0563998744, output_fired_time: 0.0000000000, propagate_forward_time: 4.0593252182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550930977
validation[          , genome  5866] predictions:    9633/  10000 (96.33%), best:    9647/10000 (96.47%), error:      1203.50513, best error:      1120.98401 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.7852210999s, input_fired_time: 0.5471015573, output_fired_time: 0.3419425189, propagate_forward_time: 20.3062629700, propagate_backward_time: 29.1102848053, weight_update_time: 0.0687193871, other_time: 1.4796314240
epoch time: 4.4249238968s, input_fired_time: 0.0582503267, output_fired_time: 0.0000000000, propagate_forward_time: 4.0998373032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668361664
validation[          , genome  5866] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1004.38989, best error:      1004.38989 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.8486480713s, input_fired_time: 0.5462844968, output_fired_time: 0.3423429430, propagate_forward_time: 20.3012771606, propagate_backward_time: 29.1716041565, weight_update_time: 0.0688924938, other_time: 1.4871406555
epoch time: 4.3734130859s, input_fired_time: 0.0555212237, output_fired_time: 0.0000000000, propagate_forward_time: 4.0626959801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551960945
validation[          , genome  5866] predictions:    9682/  10000 (96.82%), best:    9680/10000 (96.80%), error:      1027.12256, best error:      1004.38989 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.6510276794s, input_fired_time: 0.5495036244, output_fired_time: 0.3487835228, propagate_forward_time: 20.6094207764, propagate_backward_time: 29.6280307770, weight_update_time: 0.0696174949, other_time: 1.5152873993
epoch time: 4.3738799095s, input_fired_time: 0.0552870408, output_fired_time: 0.0000000000, propagate_forward_time: 4.0616250038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569680214
validation[          , genome  5866] predictions:    9583/  10000 (95.83%), best:    9680/10000 (96.80%), error:      1400.75305, best error:      1004.38989 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.2668190002s, input_fired_time: 0.5560464859, output_fired_time: 0.3504991829, propagate_forward_time: 20.8727798462, propagate_backward_time: 29.9307537079, weight_update_time: 0.0710173771, other_time: 1.5567417145
epoch time: 4.3781585693s, input_fired_time: 0.0552505516, output_fired_time: 0.0000000000, propagate_forward_time: 4.0611705780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617373466
validation[          , genome  5866] predictions:    9644/  10000 (96.44%), best:    9680/10000 (96.80%), error:      1128.05859, best error:      1004.38989 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.6819038391s, input_fired_time: 0.5560210347, output_fired_time: 0.3480148315, propagate_forward_time: 20.6725902557, propagate_backward_time: 29.5701866150, weight_update_time: 0.0697924867, other_time: 1.5350894928
epoch time: 4.3730945587s, input_fired_time: 0.0551517531, output_fired_time: 0.0000000000, propagate_forward_time: 4.0636963844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542462349
validation[          , genome  5866] predictions:    9608/  10000 (96.08%), best:    9680/10000 (96.80%), error:      1258.60950, best error:      1004.38989 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.1081924438s, input_fired_time: 0.5497484207, output_fired_time: 0.3437563181, propagate_forward_time: 20.4058971405, propagate_backward_time: 29.2997112274, weight_update_time: 0.0694082677, other_time: 1.5090789795
epoch time: 4.3753385544s, input_fired_time: 0.0564150959, output_fired_time: 0.0000000000, propagate_forward_time: 4.0620899200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568335533
validation[          , genome  5866] predictions:    9664/  10000 (96.64%), best:    9680/10000 (96.80%), error:      1151.37927, best error:      1004.38989 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.0790748596s, input_fired_time: 0.5524608493, output_fired_time: 0.3433288634, propagate_forward_time: 20.4132843018, propagate_backward_time: 29.2571163177, weight_update_time: 0.0692168251, other_time: 1.5128841400
epoch time: 4.3714251518s, input_fired_time: 0.0561158918, output_fired_time: 0.0000000000, propagate_forward_time: 4.0605940819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547149658
validation[          , genome  5866] predictions:    9675/  10000 (96.75%), best:    9680/10000 (96.80%), error:      1104.45569, best error:      1004.38989 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.2414627075s, input_fired_time: 0.5560637116, output_fired_time: 0.3466844261, propagate_forward_time: 20.4730072021, propagate_backward_time: 29.3529129028, weight_update_time: 0.0697022900, other_time: 1.5127944946
epoch time: 4.3796591759s, input_fired_time: 0.0615540147, output_fired_time: 0.0000000000, propagate_forward_time: 4.0619778633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561273575
validation[          , genome  5866] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:       995.58667, best error:       995.58667 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.9554901123s, input_fired_time: 0.5564206243, output_fired_time: 0.3441059887, propagate_forward_time: 20.3417510986, propagate_backward_time: 29.1992778778, weight_update_time: 0.0693729445, other_time: 1.5139369965
epoch time: 4.3740544319s, input_fired_time: 0.0567574315, output_fired_time: 0.0000000000, propagate_forward_time: 4.0612945557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560024261
validation[          , genome  5866] predictions:    9671/  10000 (96.71%), best:    9688/10000 (96.88%), error:      1044.09473, best error:       995.58667 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.8625373840s, input_fired_time: 0.5523030162, output_fired_time: 0.3432254195, propagate_forward_time: 20.3011226654, propagate_backward_time: 29.1781158447, weight_update_time: 0.0691074505, other_time: 1.4877719879
epoch time: 4.4062900543s, input_fired_time: 0.0588220730, output_fired_time: 0.0000000000, propagate_forward_time: 4.0867114067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607564926
validation[          , genome  5866] predictions:    9682/  10000 (96.82%), best:    9688/10000 (96.88%), error:      1078.68994, best error:       995.58667 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.1009597778s, input_fired_time: 0.5643858910, output_fired_time: 0.3513212800, propagate_forward_time: 20.7923336029, propagate_backward_time: 29.8559322357, weight_update_time: 0.0704250559, other_time: 1.5369873047
epoch time: 4.3845963478s, input_fired_time: 0.0582559556, output_fired_time: 0.0000000000, propagate_forward_time: 4.0659561157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603840828
validation[          , genome  5866] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1137.48743, best error:       995.58667 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.8878135681s, input_fired_time: 0.5581167340, output_fired_time: 0.3447863162, propagate_forward_time: 20.3134689331, propagate_backward_time: 29.1616287231, weight_update_time: 0.0695812032, other_time: 1.5098114014
epoch time: 4.3835511208s, input_fired_time: 0.0580741167, output_fired_time: 0.0000000000, propagate_forward_time: 4.0663886070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590885162
validation[          , genome  5866] predictions:    9680/  10000 (96.80%), best:    9688/10000 (96.88%), error:      1055.63098, best error:       995.58667 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.9357566833s, input_fired_time: 0.5588919520, output_fired_time: 0.3438128531, propagate_forward_time: 20.3367805481, propagate_backward_time: 29.1938037872, weight_update_time: 0.0692423508, other_time: 1.5024700165
epoch time: 4.3708200455s, input_fired_time: 0.0568220839, output_fired_time: 0.0000000000, propagate_forward_time: 4.0604686737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535290718
validation[          , genome  5866] predictions:    9662/  10000 (96.62%), best:    9688/10000 (96.88%), error:      1100.93445, best error:       995.58667 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.8062858582s, input_fired_time: 0.5569180846, output_fired_time: 0.3420821428, propagate_forward_time: 20.2939128876, propagate_backward_time: 29.1326999664, weight_update_time: 0.0693042800, other_time: 1.4806709290
epoch time: 4.3747878075s, input_fired_time: 0.0558312908, output_fired_time: 0.0000000000, propagate_forward_time: 4.0654635429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534928322
validation[          , genome  5866] predictions:    9654/  10000 (96.54%), best:    9688/10000 (96.88%), error:      1118.91052, best error:       995.58667 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.7536392212s, input_fired_time: 0.5585693717, output_fired_time: 0.3477927148, propagate_forward_time: 20.6658878326, propagate_backward_time: 29.6753444672, weight_update_time: 0.0698048770, other_time: 1.5060424805
epoch time: 4.3746423721s, input_fired_time: 0.0569814295, output_fired_time: 0.0000000000, propagate_forward_time: 4.0617165565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559442520
validation[          , genome  5866] predictions:    9639/  10000 (96.39%), best:    9688/10000 (96.88%), error:      1154.60986, best error:       995.58667 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.4581260681s, input_fired_time: 0.5630839467, output_fired_time: 0.3465027213, propagate_forward_time: 20.5566101074, propagate_backward_time: 29.4478378296, weight_update_time: 0.0695907325, other_time: 1.5440902710
epoch time: 4.5164170265s, input_fired_time: 0.0582515337, output_fired_time: 0.0000000000, propagate_forward_time: 4.1919212341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662444115
validation[          , genome  5866] predictions:    9644/  10000 (96.44%), best:    9688/10000 (96.88%), error:      1155.58618, best error:       995.58667 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.2216682434s, input_fired_time: 0.5601623058, output_fired_time: 0.3461992145, propagate_forward_time: 20.4594154358, propagate_backward_time: 29.3476295471, weight_update_time: 0.0694472939, other_time: 1.5082626343
epoch time: 4.3754806519s, input_fired_time: 0.0566292889, output_fired_time: 0.0000000000, propagate_forward_time: 4.0618028641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570486069
validation[          , genome  5866] predictions:    9550/  10000 (95.50%), best:    9688/10000 (96.88%), error:      1471.40356, best error:       995.58667 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.7021522522s, input_fired_time: 0.5663108826, output_fired_time: 0.3559202850, propagate_forward_time: 21.0493392944, propagate_backward_time: 30.1750583649, weight_update_time: 0.0709599406, other_time: 1.5555248260
epoch time: 4.3808193207s, input_fired_time: 0.0571649112, output_fired_time: 0.0000000000, propagate_forward_time: 4.0655980110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580561638
validation[          , genome  5866] predictions:    9666/  10000 (96.66%), best:    9688/10000 (96.88%), error:      1057.54626, best error:       995.58667 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.5121078491s, input_fired_time: 0.5597614646, output_fired_time: 0.3514122963, propagate_forward_time: 20.5675010681, propagate_backward_time: 29.5233535767, weight_update_time: 0.0694699511, other_time: 1.5100784302
epoch time: 4.3717455864s, input_fired_time: 0.0568698160, output_fired_time: 0.0000000000, propagate_forward_time: 4.0614037514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534718513
validation[          , genome  5866] predictions:    9648/  10000 (96.48%), best:    9688/10000 (96.88%), error:      1162.04053, best error:       995.58667 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.8287620544s, input_fired_time: 0.5545129180, output_fired_time: 0.3427503705, propagate_forward_time: 20.2930583954, propagate_backward_time: 29.1530075073, weight_update_time: 0.0686365068, other_time: 1.4854335785
epoch time: 4.3773007393s, input_fired_time: 0.0583871529, output_fired_time: 0.0000000000, propagate_forward_time: 4.0622572899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566561699
validation[          , genome  5866] predictions:    9637/  10000 (96.37%), best:    9688/10000 (96.88%), error:      1253.02197, best error:       995.58667 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.7888755798s, input_fired_time: 0.5552993417, output_fired_time: 0.3422965705, propagate_forward_time: 20.2917690277, propagate_backward_time: 29.1235427856, weight_update_time: 0.0685949475, other_time: 1.4759693146
epoch time: 4.3742117882s, input_fired_time: 0.0564883687, output_fired_time: 0.0000000000, propagate_forward_time: 4.0620322227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2556910515
validation[          , genome  5866] predictions:    9655/  10000 (96.55%), best:    9688/10000 (96.88%), error:      1096.71204, best error:       995.58667 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.6773376465s, input_fired_time: 0.5671426654, output_fired_time: 0.3489477038, propagate_forward_time: 20.6208267212, propagate_backward_time: 29.6055774689, weight_update_time: 0.0702302307, other_time: 1.5348415375
epoch time: 4.3804306984s, input_fired_time: 0.0574312545, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650391579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579603195
validation[          , genome  5866] predictions:    9672/  10000 (96.72%), best:    9688/10000 (96.88%), error:      1049.36438, best error:       995.58667 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.9069747925s, input_fired_time: 0.5617575049, output_fired_time: 0.3444082737, propagate_forward_time: 20.3114738464, propagate_backward_time: 29.1784152985, weight_update_time: 0.0696543008, other_time: 1.5109195709
epoch time: 4.3792171478s, input_fired_time: 0.0571370982, output_fired_time: 0.0000000000, propagate_forward_time: 4.0645575523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575225830
validation[          , genome  5866] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       961.91809, best error:       961.91809 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 51.9426879883s, input_fired_time: 0.5617991090, output_fired_time: 0.3441922367, propagate_forward_time: 20.3255767822, propagate_backward_time: 29.1884517670, weight_update_time: 0.0698170960, other_time: 1.5226688385
epoch time: 4.3797168732s, input_fired_time: 0.0576481484, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650372505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570314407
validation[          , genome  5866] predictions:    9679/  10000 (96.79%), best:    9711/10000 (97.11%), error:      1045.01306, best error:       961.91809 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.0382308960s, input_fired_time: 0.5631754994, output_fired_time: 0.3450036943, propagate_forward_time: 20.3748970032, propagate_backward_time: 29.2209625244, weight_update_time: 0.0699240789, other_time: 1.5341911316
epoch time: 4.3784728050s, input_fired_time: 0.0579906665, output_fired_time: 0.0000000000, propagate_forward_time: 4.0629014969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575807571
validation[          , genome  5866] predictions:    9710/  10000 (97.10%), best:    9711/10000 (97.11%), error:       971.88550, best error:       961.91809 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.9616127014s, input_fired_time: 0.5641313791, output_fired_time: 0.3453570604, propagate_forward_time: 20.3215942383, propagate_backward_time: 29.2053432465, weight_update_time: 0.0698398277, other_time: 1.5251865387
epoch time: 4.3811163902s, input_fired_time: 0.0581505299, output_fired_time: 0.0000000000, propagate_forward_time: 4.0646967888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582688332
validation[          , genome  5866] predictions:    9698/  10000 (96.98%), best:    9711/10000 (97.11%), error:      1035.99365, best error:       961.91809 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.5765609741s, input_fired_time: 0.5652701259, output_fired_time: 0.3469227254, propagate_forward_time: 20.5954093933, propagate_backward_time: 29.5320186615, weight_update_time: 0.0692134723, other_time: 1.5369396210
epoch time: 4.3926000595s, input_fired_time: 0.0582847595, output_fired_time: 0.0000000000, propagate_forward_time: 4.0734472275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608680725
validation[          , genome  5866] predictions:    9627/  10000 (96.27%), best:    9711/10000 (97.11%), error:      1283.26550, best error:       961.91809 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.2419815063s, input_fired_time: 0.5631102324, output_fired_time: 0.3459238708, propagate_forward_time: 20.4543323517, propagate_backward_time: 29.3626251221, weight_update_time: 0.0697488338, other_time: 1.5159893036
epoch time: 4.3785381317s, input_fired_time: 0.0591144525, output_fired_time: 0.0000000000, propagate_forward_time: 4.0622553825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571682930
validation[          , genome  5866] predictions:    9684/  10000 (96.84%), best:    9711/10000 (97.11%), error:      1036.21692, best error:       961.91809 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.1516571045s, input_fired_time: 0.5639752746, output_fired_time: 0.3452485204, propagate_forward_time: 20.3927936554, propagate_backward_time: 29.3375682831, weight_update_time: 0.0692080632, other_time: 1.5120697021
epoch time: 4.4066047668s, input_fired_time: 0.0591859967, output_fired_time: 0.0000000000, propagate_forward_time: 4.0835847855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638339996
validation[          , genome  5866] predictions:    9689/  10000 (96.89%), best:    9711/10000 (97.11%), error:      1013.50720, best error:       961.91809 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.0554733276s, input_fired_time: 0.5657240152, output_fired_time: 0.3475044668, propagate_forward_time: 20.3801555634, propagate_backward_time: 29.2509117126, weight_update_time: 0.0689917430, other_time: 1.5111789703
epoch time: 4.4033989906s, input_fired_time: 0.0579444319, output_fired_time: 0.0000000000, propagate_forward_time: 4.0900483131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554063797
validation[          , genome  5866] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       956.20056, best error:       956.20056 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.9636878967s, input_fired_time: 0.5660312176, output_fired_time: 0.3436551094, propagate_forward_time: 20.3370018005, propagate_backward_time: 29.2175617218, weight_update_time: 0.0687640533, other_time: 1.4994373322
epoch time: 4.3731942177s, input_fired_time: 0.0578191541, output_fired_time: 0.0000000000, propagate_forward_time: 4.0615534782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538213730
validation[          , genome  5866] predictions:    9683/  10000 (96.83%), best:    9705/10000 (97.05%), error:       997.57458, best error:       956.20056 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.9929313660s, input_fired_time: 0.5602036715, output_fired_time: 0.3434326947, propagate_forward_time: 20.3333015442, propagate_backward_time: 29.2602634430, weight_update_time: 0.0687766150, other_time: 1.4957294464
epoch time: 4.3779067993s, input_fired_time: 0.0582114458, output_fired_time: 0.0000000000, propagate_forward_time: 4.0639910698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557044029
validation[          , genome  5866] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1030.95447, best error:       956.20056 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.1492576599s, input_fired_time: 0.5652907491, output_fired_time: 0.3449786305, propagate_forward_time: 20.4317359924, propagate_backward_time: 29.2908935547, weight_update_time: 0.0689576492, other_time: 1.5163574219
epoch time: 4.3796858788s, input_fired_time: 0.0579701960, output_fired_time: 0.0000000000, propagate_forward_time: 4.0656638145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560520172
validation[          , genome  5866] predictions:    9701/  10000 (97.01%), best:    9705/10000 (97.05%), error:      1009.19562, best error:       956.20056 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.9496421814s, input_fired_time: 0.5631949902, output_fired_time: 0.3435989618, propagate_forward_time: 20.3343677521, propagate_backward_time: 29.2065162659, weight_update_time: 0.0687581673, other_time: 1.5019664764
epoch time: 4.3884663582s, input_fired_time: 0.0590385795, output_fired_time: 0.0000000000, propagate_forward_time: 4.0719413757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574863434
validation[          , genome  5866] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       949.43304, best error:       949.43304 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.0210990906s, input_fired_time: 0.5649564862, output_fired_time: 0.3439756036, propagate_forward_time: 20.3650360107, propagate_backward_time: 29.2359371185, weight_update_time: 0.0688704699, other_time: 1.5111942291
epoch time: 4.3872585297s, input_fired_time: 0.0588674098, output_fired_time: 0.0000000000, propagate_forward_time: 4.0720319748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563591003
validation[          , genome  5866] predictions:    9665/  10000 (96.65%), best:    9711/10000 (97.11%), error:      1132.51074, best error:       949.43304 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.0134849548s, input_fired_time: 0.5618399382, output_fired_time: 0.3446755707, propagate_forward_time: 20.3608112335, propagate_backward_time: 29.2570877075, weight_update_time: 0.0686252862, other_time: 1.4890689850
epoch time: 4.4269809723s, input_fired_time: 0.0587299615, output_fired_time: 0.0000000000, propagate_forward_time: 4.1027479172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655029297
validation[          , genome  5866] predictions:    9675/  10000 (96.75%), best:    9711/10000 (97.11%), error:       998.99701, best error:       949.43304 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.9500236511s, input_fired_time: 0.5634913445, output_fired_time: 0.3437347412, propagate_forward_time: 20.3524932861, propagate_backward_time: 29.1842060089, weight_update_time: 0.0686295107, other_time: 1.5060977936
epoch time: 4.3828196526s, input_fired_time: 0.0599649511, output_fired_time: 0.0000000000, propagate_forward_time: 4.0640311241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2588233948
validation[          , genome  5866] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       937.28760, best error:       937.28760 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.4887466431s, input_fired_time: 0.5684211254, output_fired_time: 0.3478512466, propagate_forward_time: 20.5750484467, propagate_backward_time: 29.4697875977, weight_update_time: 0.0696461350, other_time: 1.5276393890
epoch time: 4.3955307007s, input_fired_time: 0.0590337440, output_fired_time: 0.0000000000, propagate_forward_time: 4.0731506348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633461952
validation[          , genome  5866] predictions:    9649/  10000 (96.49%), best:    9722/10000 (97.22%), error:      1162.23425, best error:       937.28760 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.0154991150s, input_fired_time: 0.5672233105, output_fired_time: 0.3454605937, propagate_forward_time: 20.3494987488, propagate_backward_time: 29.2188796997, weight_update_time: 0.0694497451, other_time: 1.5344390869
epoch time: 4.3765487671s, input_fired_time: 0.0572117381, output_fired_time: 0.0000000000, propagate_forward_time: 4.0640368462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553000450
validation[          , genome  5866] predictions:    9622/  10000 (96.22%), best:    9722/10000 (97.22%), error:      1170.39563, best error:       937.28760 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.9269523621s, input_fired_time: 0.5651497245, output_fired_time: 0.3526195884, propagate_forward_time: 20.3267002106, propagate_backward_time: 29.1622714996, weight_update_time: 0.0692245588, other_time: 1.5202102661
epoch time: 4.3818306923s, input_fired_time: 0.0583740920, output_fired_time: 0.0000000000, propagate_forward_time: 4.0643877983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590689659
validation[          , genome  5866] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       957.08063, best error:       937.28760 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.0480918884s, input_fired_time: 0.5665425062, output_fired_time: 0.3499954343, propagate_forward_time: 20.7786808014, propagate_backward_time: 29.8294258118, weight_update_time: 0.0699421093, other_time: 1.5234470367
epoch time: 4.3792581558s, input_fired_time: 0.0580806173, output_fired_time: 0.0000000000, propagate_forward_time: 4.0677585602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534189224
validation[          , genome  5866] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       938.93536, best error:       937.28760 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.9339256287s, input_fired_time: 0.5652099252, output_fired_time: 0.3461078703, propagate_forward_time: 20.3184814453, propagate_backward_time: 29.2019042969, weight_update_time: 0.0686409995, other_time: 1.5022239685
epoch time: 4.3796968460s, input_fired_time: 0.0593128353, output_fired_time: 0.0000000000, propagate_forward_time: 4.0645575523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558264732
validation[          , genome  5866] predictions:    9675/  10000 (96.75%), best:    9722/10000 (97.22%), error:      1080.83936, best error:       937.28760 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.8553581238s, input_fired_time: 0.5668314695, output_fired_time: 0.3441939950, propagate_forward_time: 20.3093662262, propagate_backward_time: 29.1356124878, weight_update_time: 0.0684846938, other_time: 1.4993572235
epoch time: 4.3799409866s, input_fired_time: 0.0594012849, output_fired_time: 0.0000000000, propagate_forward_time: 4.0640578270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564816475
validation[          , genome  5866] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       962.43494, best error:       937.28760 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.8887252808s, input_fired_time: 0.5684298277, output_fired_time: 0.3445151746, propagate_forward_time: 20.3336009979, propagate_backward_time: 29.1473445892, weight_update_time: 0.0687451735, other_time: 1.4948348999
epoch time: 4.3778948784s, input_fired_time: 0.0588857383, output_fired_time: 0.0000000000, propagate_forward_time: 4.0637149811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552943230
validation[          , genome  5866] predictions:    9708/  10000 (97.08%), best:    9722/10000 (97.22%), error:      1000.05096, best error:       937.28760 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.3212318420s, input_fired_time: 0.5671771765, output_fired_time: 0.3463647962, propagate_forward_time: 20.5052871704, propagate_backward_time: 29.3969764709, weight_update_time: 0.0695337802, other_time: 1.5054283142
epoch time: 4.3784112930s, input_fired_time: 0.0597950444, output_fired_time: 0.0000000000, propagate_forward_time: 4.0633792877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552371025
validation[          , genome  5866] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:       982.20984, best error:       937.28760 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.9891967773s, input_fired_time: 0.5653313994, output_fired_time: 0.3440224826, propagate_forward_time: 20.3575210571, propagate_backward_time: 29.2332077026, weight_update_time: 0.0693864226, other_time: 1.4891166687
epoch time: 4.3829674721s, input_fired_time: 0.0605112538, output_fired_time: 0.0000000000, propagate_forward_time: 4.0647339821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577223778
validation[          , genome  5866] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:       999.22101, best error:       937.28760 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.8522796631s, input_fired_time: 0.5651338696, output_fired_time: 0.3433629572, propagate_forward_time: 20.3045597076, propagate_backward_time: 29.1531314850, weight_update_time: 0.0691550300, other_time: 1.4860916138
epoch time: 4.3739771843s, input_fired_time: 0.0591276288, output_fired_time: 0.0000000000, propagate_forward_time: 4.0620532036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527961731
validation[          , genome  5866] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       937.15930, best error:       937.15930 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.9752197266s, input_fired_time: 0.5677224994, output_fired_time: 0.3439194262, propagate_forward_time: 20.3511657715, propagate_backward_time: 29.2098560333, weight_update_time: 0.0694201514, other_time: 1.5025577545
epoch time: 4.3769521713s, input_fired_time: 0.0587745458, output_fired_time: 0.0000000000, propagate_forward_time: 4.0633106232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548670769
validation[          , genome  5866] predictions:    9716/  10000 (97.16%), best:    9718/10000 (97.18%), error:       972.48242, best error:       937.15930 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.5675354004s, input_fired_time: 0.5699346662, output_fired_time: 0.3476704955, propagate_forward_time: 20.5899734497, propagate_backward_time: 29.5356693268, weight_update_time: 0.0695795119, other_time: 1.5242862701
epoch time: 4.3900098801s, input_fired_time: 0.0588935800, output_fired_time: 0.0000000000, propagate_forward_time: 4.0700559616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610602379
validation[          , genome  5866] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:       988.26044, best error:       937.15930 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.9176788330s, input_fired_time: 0.5679463148, output_fired_time: 0.3437044024, propagate_forward_time: 20.3242969513, propagate_backward_time: 29.1801185608, weight_update_time: 0.0686175376, other_time: 1.5016117096
epoch time: 4.3776068687s, input_fired_time: 0.0586762056, output_fired_time: 0.0000000000, propagate_forward_time: 4.0653424263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535881996
validation[          , genome  5866] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       876.79694, best error:       876.79694 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.5339279175s, input_fired_time: 0.5697112083, output_fired_time: 0.3483546376, propagate_forward_time: 20.5749721527, propagate_backward_time: 29.5494003296, weight_update_time: 0.0688655451, other_time: 1.4914913177
epoch time: 4.3715915680s, input_fired_time: 0.0572172292, output_fired_time: 0.0000000000, propagate_forward_time: 4.0602006912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2541737556
validation[          , genome  5866] predictions:    9674/  10000 (96.74%), best:    9722/10000 (97.22%), error:      1029.43396, best error:       876.79694 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.5439796448s, input_fired_time: 0.5664603114, output_fired_time: 0.3524630666, propagate_forward_time: 20.6040420532, propagate_backward_time: 29.5376281738, weight_update_time: 0.0691486225, other_time: 1.4833869934
epoch time: 4.3854594231s, input_fired_time: 0.0580840260, output_fired_time: 0.0000000000, propagate_forward_time: 4.0747165680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526588440
validation[          , genome  5866] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1117.63379, best error:       876.79694 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.0432891846s, input_fired_time: 0.5631235242, output_fired_time: 0.3443909287, propagate_forward_time: 20.4074916840, propagate_backward_time: 29.2423725128, weight_update_time: 0.0685089380, other_time: 1.4859123230
epoch time: 4.3720235825s, input_fired_time: 0.0583440252, output_fired_time: 0.0000000000, propagate_forward_time: 4.0614356995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2522439957
validation[          , genome  5866] predictions:    9708/  10000 (97.08%), best:    9722/10000 (97.22%), error:       957.15472, best error:       876.79694 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.8083953857s, input_fired_time: 0.5623506904, output_fired_time: 0.3434244692, propagate_forward_time: 20.3010978699, propagate_backward_time: 29.1330223083, weight_update_time: 0.0685499161, other_time: 1.4684982300
epoch time: 4.3766345978s, input_fired_time: 0.0593044125, output_fired_time: 0.0000000000, propagate_forward_time: 4.0623254776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550048828
validation[          , genome  5866] predictions:    9649/  10000 (96.49%), best:    9722/10000 (97.22%), error:      1175.36780, best error:       876.79694 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.7690773010s, input_fired_time: 0.5583033562, output_fired_time: 0.3424385488, propagate_forward_time: 20.2942657471, propagate_backward_time: 29.1264972687, weight_update_time: 0.0683099031, other_time: 1.4475727081
epoch time: 4.3825230598s, input_fired_time: 0.0584245585, output_fired_time: 0.0000000000, propagate_forward_time: 4.0704045296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2536940575
validation[          , genome  5866] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1057.31885, best error:       876.79694 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.9850692749s, input_fired_time: 0.5609600544, output_fired_time: 0.3444621265, propagate_forward_time: 20.3755950928, propagate_backward_time: 29.2440853119, weight_update_time: 0.0680450872, other_time: 1.4599666595
epoch time: 4.3671460152s, input_fired_time: 0.0577301718, output_fired_time: 0.0000000000, propagate_forward_time: 4.0593132973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501025200
validation[          , genome  5866] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:       989.02942, best error:       876.79694 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.8523445129s, input_fired_time: 0.5628491640, output_fired_time: 0.3443754315, propagate_forward_time: 20.3115024567, propagate_backward_time: 29.1651725769, weight_update_time: 0.0683454946, other_time: 1.4684429169
epoch time: 4.3729825020s, input_fired_time: 0.0579375103, output_fired_time: 0.0000000000, propagate_forward_time: 4.0622382164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528066635
validation[          , genome  5866] predictions:    9693/  10000 (96.93%), best:    9722/10000 (97.22%), error:       995.34015, best error:       876.79694 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.8915557861s, input_fired_time: 0.5634244084, output_fired_time: 0.3450589478, propagate_forward_time: 20.3426780701, propagate_backward_time: 29.1718826294, weight_update_time: 0.0684989542, other_time: 1.4685134888
epoch time: 4.3737020493s, input_fired_time: 0.0581975393, output_fired_time: 0.0000000000, propagate_forward_time: 4.0616989136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538056374
validation[          , genome  5866] predictions:    9696/  10000 (96.96%), best:    9722/10000 (97.22%), error:      1039.34131, best error:       876.79694 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.9129371643s, input_fired_time: 0.5629653931, output_fired_time: 0.3457065821, propagate_forward_time: 20.3337802887, propagate_backward_time: 29.2014789581, weight_update_time: 0.0683074445, other_time: 1.4690055847
epoch time: 4.3736081123s, input_fired_time: 0.0585614853, output_fired_time: 0.0000000000, propagate_forward_time: 4.0618066788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532401085
validation[          , genome  5866] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:      1036.48987, best error:       876.79694 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.9645118713s, input_fired_time: 0.5626705885, output_fired_time: 0.3441756368, propagate_forward_time: 20.3576564789, propagate_backward_time: 29.2418575287, weight_update_time: 0.0678916201, other_time: 1.4581489563
epoch time: 4.3669314384s, input_fired_time: 0.0580420308, output_fired_time: 0.0000000000, propagate_forward_time: 4.0590100288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2498793602
validation[          , genome  5866] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1006.73151, best error:       876.79694 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.9310150146s, input_fired_time: 0.5662278533, output_fired_time: 0.3466041982, propagate_forward_time: 20.3359413147, propagate_backward_time: 29.1791343689, weight_update_time: 0.0687904134, other_time: 1.5031089783
epoch time: 4.3893771172s, input_fired_time: 0.0590561666, output_fired_time: 0.0000000000, propagate_forward_time: 4.0700979233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602229118
validation[          , genome  5866] predictions:    9694/  10000 (96.94%), best:    9722/10000 (97.22%), error:      1026.48328, best error:       876.79694 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.9619293213s, input_fired_time: 0.5650942922, output_fired_time: 0.3452914357, propagate_forward_time: 20.3354549408, propagate_backward_time: 29.1975040436, weight_update_time: 0.0693814233, other_time: 1.5185852051
epoch time: 4.3793549538s, input_fired_time: 0.0589671358, output_fired_time: 0.0000000000, propagate_forward_time: 4.0676078796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527799606
validation[          , genome  5866] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:      1041.04614, best error:       876.79694 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.9700241089s, input_fired_time: 0.5633605123, output_fired_time: 0.3438943326, propagate_forward_time: 20.3629207611, propagate_backward_time: 29.2354335785, weight_update_time: 0.0689469576, other_time: 1.4644126892
epoch time: 4.6714930534s, input_fired_time: 0.0620820597, output_fired_time: 0.0000000000, propagate_forward_time: 4.3355550766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738556862
validation[          , genome  5866] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:      1053.46631, best error:       876.79694 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.7828330994s, input_fired_time: 0.5767176747, output_fired_time: 0.3543339372, propagate_forward_time: 21.0649776459, propagate_backward_time: 30.2647609711, weight_update_time: 0.0661207289, other_time: 1.5220413208
epoch time: 4.4319334030s, input_fired_time: 0.0586870909, output_fired_time: 0.0000000000, propagate_forward_time: 4.1181631088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550830841
validation[          , genome  5866] predictions:    9724/  10000 (97.24%), best:    9722/10000 (97.22%), error:       945.62317, best error:       876.79694 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.8157157898s, input_fired_time: 0.5679143071, output_fired_time: 0.3497681916, propagate_forward_time: 20.6463680267, propagate_backward_time: 29.7726917267, weight_update_time: 0.0647168681, other_time: 1.4789733887
epoch time: 4.4714088440s, input_fired_time: 0.0589884967, output_fired_time: 0.0000000000, propagate_forward_time: 4.1484379768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639822960
validation[          , genome  5866] predictions:    9677/  10000 (96.77%), best:    9722/10000 (97.22%), error:      1027.79431, best error:       876.79694 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.0183944702s, input_fired_time: 0.5793347955, output_fired_time: 0.3496614695, propagate_forward_time: 20.7803344727, propagate_backward_time: 29.8011798859, weight_update_time: 0.0685910061, other_time: 1.5078830719
epoch time: 4.3781380653s, input_fired_time: 0.0586578958, output_fired_time: 0.0000000000, propagate_forward_time: 4.0655822754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538976669
validation[          , genome  5866] predictions:    9712/  10000 (97.12%), best:    9722/10000 (97.22%), error:       978.69708, best error:       876.79694 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.3218841553s, input_fired_time: 0.5664148927, output_fired_time: 0.3459450006, propagate_forward_time: 20.4449253082, propagate_backward_time: 29.4849033356, weight_update_time: 0.0639567897, other_time: 1.4796981812
epoch time: 4.3775062561s, input_fired_time: 0.0591512397, output_fired_time: 0.0000000000, propagate_forward_time: 4.0649046898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534503937
validation[          , genome  5866] predictions:    9713/  10000 (97.13%), best:    9722/10000 (97.22%), error:       927.33069, best error:       876.79694 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.9420738220s, input_fired_time: 0.5802357197, output_fired_time: 0.3490951955, propagate_forward_time: 20.7788124084, propagate_backward_time: 29.7433929443, weight_update_time: 0.0650276244, other_time: 1.4905395508
epoch time: 4.4489336014s, input_fired_time: 0.0596314818, output_fired_time: 0.0000000000, propagate_forward_time: 4.1296114922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596907616
validation[          , genome  5866] predictions:    9699/  10000 (96.99%), best:    9722/10000 (97.22%), error:       988.67456, best error:       876.79694 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.4260063171s, input_fired_time: 0.5864171982, output_fired_time: 0.3493343592, propagate_forward_time: 20.5566501617, propagate_backward_time: 29.4349060059, weight_update_time: 0.0644547939, other_time: 1.4986972809
epoch time: 4.3949027061s, input_fired_time: 0.0601774938, output_fired_time: 0.0000000000, propagate_forward_time: 4.0782270432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564983368
validation[          , genome  5866] predictions:    9376/  10000 (93.76%), best:    9722/10000 (97.22%), error:      2153.25366, best error:       876.79694 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.0460891724s, input_fired_time: 0.5687868595, output_fired_time: 0.3447315097, propagate_forward_time: 20.4094295502, propagate_backward_time: 29.2320327759, weight_update_time: 0.0637806505, other_time: 1.4911098480
epoch time: 4.3862113953s, input_fired_time: 0.0589894988, output_fired_time: 0.0000000000, propagate_forward_time: 4.0722589493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549629211
validation[          , genome  5866] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       943.21259, best error:       876.79694 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.4754486084s, input_fired_time: 0.5748724341, output_fired_time: 0.3485294878, propagate_forward_time: 20.5460243225, propagate_backward_time: 29.5107288361, weight_update_time: 0.0640709326, other_time: 1.4952945709
epoch time: 4.5478134155s, input_fired_time: 0.0613191277, output_fired_time: 0.0000000000, propagate_forward_time: 4.2245306969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619633675
validation[          , genome  5866] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1061.48047, best error:       876.79694 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.3548889160s, input_fired_time: 0.5798140764, output_fired_time: 0.3546914160, propagate_forward_time: 20.8892421722, propagate_backward_time: 30.0173187256, weight_update_time: 0.0654573441, other_time: 1.5138225555
epoch time: 4.4847836494s, input_fired_time: 0.0664745197, output_fired_time: 0.0000000000, propagate_forward_time: 4.1587915421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2595176697
validation[          , genome  5866] predictions:    9717/  10000 (97.17%), best:    9722/10000 (97.22%), error:       943.71240, best error:       876.79694 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.3026390076s, input_fired_time: 0.5722148418, output_fired_time: 0.3496004343, propagate_forward_time: 20.9038352966, propagate_backward_time: 29.9606189728, weight_update_time: 0.0647954345, other_time: 1.5163669586
epoch time: 4.4288296700s, input_fired_time: 0.0600235797, output_fired_time: 0.0000000000, propagate_forward_time: 4.1108698845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579360008
validation[          , genome  5866] predictions:    9690/  10000 (96.90%), best:    9722/10000 (97.22%), error:       979.09125, best error:       876.79694 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.2108078003s, input_fired_time: 0.5699260831, output_fired_time: 0.3448537886, propagate_forward_time: 20.4598579407, propagate_backward_time: 29.3650588989, weight_update_time: 0.0638957620, other_time: 1.4711112976
epoch time: 4.3851528168s, input_fired_time: 0.0596594550, output_fired_time: 0.0000000000, propagate_forward_time: 4.0671753883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583179474
validation[          , genome  5866] predictions:    9717/  10000 (97.17%), best:    9722/10000 (97.22%), error:       952.30676, best error:       876.79694 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.5609893799s, input_fired_time: 0.5809360743, output_fired_time: 0.3532078862, propagate_forward_time: 21.0078144073, propagate_backward_time: 30.1048984528, weight_update_time: 0.0653547868, other_time: 1.5141334534
epoch time: 4.3879861832s, input_fired_time: 0.0606923215, output_fired_time: 0.0000000000, propagate_forward_time: 4.0727124214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545814514
validation[          , genome  5866] predictions:    9713/  10000 (97.13%), best:    9722/10000 (97.22%), error:       960.98499, best error:       876.79694 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.0325965881s, input_fired_time: 0.5690675378, output_fired_time: 0.3457866609, propagate_forward_time: 20.3985195160, propagate_backward_time: 29.2448959351, weight_update_time: 0.0636087880, other_time: 1.4743251801
epoch time: 4.3709492683s, input_fired_time: 0.0588512644, output_fired_time: 0.0000000000, propagate_forward_time: 4.0600295067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520685196
validation[          , genome  5866] predictions:    9671/  10000 (96.71%), best:    9722/10000 (97.22%), error:      1077.71436, best error:       876.79694 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.1148376465s, input_fired_time: 0.5675775409, output_fired_time: 0.3498448431, propagate_forward_time: 20.4361515045, propagate_backward_time: 29.2983798981, weight_update_time: 0.0637861416, other_time: 1.4628829956
epoch time: 4.4079513550s, input_fired_time: 0.0594070069, output_fired_time: 0.0000000000, propagate_forward_time: 4.0956397057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529044151
validation[          , genome  5866] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       934.96375, best error:       876.79694 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.4062995911s, input_fired_time: 0.5688538551, output_fired_time: 0.3468046784, propagate_forward_time: 20.5224094391, propagate_backward_time: 29.5082092285, weight_update_time: 0.0683118030, other_time: 1.4600200653
epoch time: 4.3743109703s, input_fired_time: 0.0593011416, output_fired_time: 0.0000000000, propagate_forward_time: 4.0615301132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534794807
validation[          , genome  5866] predictions:    9720/  10000 (97.20%), best:    9722/10000 (97.22%), error:       926.23907, best error:       876.79694 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.8280563354s, input_fired_time: 0.5747939348, output_fired_time: 0.3501319587, propagate_forward_time: 20.7260437012, propagate_backward_time: 29.6877689362, weight_update_time: 0.0691785589, other_time: 1.4893169403
epoch time: 4.4329648018s, input_fired_time: 0.0601928346, output_fired_time: 0.0000000000, propagate_forward_time: 4.1169428825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558288574
validation[          , genome  5866] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       954.19757, best error:       876.79694 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.7553443909s, input_fired_time: 0.5836393237, output_fired_time: 0.3532862663, propagate_forward_time: 20.6593761444, propagate_backward_time: 29.6559486389, weight_update_time: 0.0694283843, other_time: 1.5030918121
epoch time: 4.4655294418s, input_fired_time: 0.0603134148, output_fired_time: 0.0000000000, propagate_forward_time: 4.1483139992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569022179
validation[          , genome  5866] predictions:    9726/  10000 (97.26%), best:    9722/10000 (97.22%), error:       918.60925, best error:       876.79694 on epoch:    70, 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: 22.1080932617s, input_fired_time: 0.3003414571, output_fired_time: 0.0000000000, propagate_forward_time: 20.4642944336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3434581757
best training[          , genome  5866] predictions:   49325/  50000 (98.65%), best:    9722/10000 (97.22%), error:      2426.67725, best error:       876.79694 on epoch:    70, 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: 4.4769520760s, input_fired_time: 0.0578751080, output_fired_time: 0.0000000000, propagate_forward_time: 4.1530990601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659778595
   testing[          , genome  5866] predictions:    9763/  10000 (97.63%), best:    9722/10000 (97.22%), error:       776.36066, best error:       876.79694 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:06:34 (4379): called boinc_finish(0)

</stderr_txt>
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