Nameexact_genome_1512568488_43_3347_1
Workunit2588053
Created7 Dec 2017, 4:19:19 UTC
Sent7 Dec 2017, 4:24:49 UTC
Report deadline9 Dec 2017, 6:56:33 UTC
Received7 Dec 2017, 5:34:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 9 min 39 sec
CPU time1 hours 9 min 22 sec
Validate stateValid
Credit526.34
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.69 MB
Peak swap size156.50 MB
Peak disk usage1.57 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 2.6200919151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910677433
validation[          , genome  3347] predictions:    9563/  10000 (95.63%), best:    9563/10000 (95.63%), error:      1472.66724, best error:      1472.66724 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 37.7291526794s, input_fired_time: 0.4719446898, output_fired_time: 0.4625415802, propagate_forward_time: 13.7459630966, propagate_backward_time: 20.6273975372, weight_update_time: 0.1155843437, other_time: 2.4213085175
epoch time: 2.9050509930s, input_fired_time: 0.0529909842, output_fired_time: 0.0000000000, propagate_forward_time: 2.4798266888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722333908
validation[          , genome  3347] predictions:    9545/  10000 (95.45%), best:    9563/10000 (95.63%), error:      1563.27100, best error:      1472.66724 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 37.6834411621s, input_fired_time: 0.4712328017, output_fired_time: 0.4617500901, propagate_forward_time: 13.7744894028, propagate_backward_time: 20.6081466675, weight_update_time: 0.1151701212, other_time: 2.3678207397
epoch time: 3.2516889572s, input_fired_time: 0.0580126755, output_fired_time: 0.0000000000, propagate_forward_time: 2.7879469395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057292938
validation[          , genome  3347] predictions:    9542/  10000 (95.42%), best:    9563/10000 (95.63%), error:      1552.92517, best error:      1472.66724 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 37.3490447998s, input_fired_time: 0.4653959274, output_fired_time: 0.4576674104, propagate_forward_time: 13.6447639465, propagate_backward_time: 20.4495983124, weight_update_time: 0.1132547408, other_time: 2.3316173553
epoch time: 3.2531814575s, input_fired_time: 0.0574551299, output_fired_time: 0.0000000000, propagate_forward_time: 2.7871868610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085395336
validation[          , genome  3347] predictions:    9560/  10000 (95.60%), best:    9563/10000 (95.63%), error:      1503.19141, best error:      1472.66724 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 37.6591567993s, input_fired_time: 0.4707726240, output_fired_time: 0.4618205130, propagate_forward_time: 13.7965602875, propagate_backward_time: 20.5715446472, weight_update_time: 0.1145393476, other_time: 2.3584613800
epoch time: 3.2730472088s, input_fired_time: 0.0581544973, output_fired_time: 0.0000000000, propagate_forward_time: 2.8022143841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126782417
validation[          , genome  3347] predictions:    9562/  10000 (95.62%), best:    9563/10000 (95.63%), error:      1495.09436, best error:      1472.66724 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 37.8193511963s, input_fired_time: 0.4712917805, output_fired_time: 0.4643339515, propagate_forward_time: 13.8359422684, propagate_backward_time: 20.6816139221, weight_update_time: 0.1147073060, other_time: 2.3661727905
epoch time: 3.2646911144s, input_fired_time: 0.0577705093, output_fired_time: 0.0000000000, propagate_forward_time: 2.7917006016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152200222
validation[          , genome  3347] predictions:    9563/  10000 (95.63%), best:    9563/10000 (95.63%), error:      1480.78296, best error:      1472.66724 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 37.7084503174s, input_fired_time: 0.4702188075, output_fired_time: 0.4610605538, propagate_forward_time: 13.7983493805, propagate_backward_time: 20.6140518188, weight_update_time: 0.1142562032, other_time: 2.3647708893
epoch time: 3.1606702805s, input_fired_time: 0.0561234094, output_fired_time: 0.0000000000, propagate_forward_time: 2.7082750797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962717056
validation[          , genome  3347] predictions:    9413/  10000 (94.13%), best:    9563/10000 (95.63%), error:      2021.35986, best error:      1472.66724 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 37.8531723022s, input_fired_time: 0.4719540775, output_fired_time: 0.4640541077, propagate_forward_time: 13.8441343307, propagate_backward_time: 20.7004184723, weight_update_time: 0.1151199639, other_time: 2.3726100922
epoch time: 3.1374061108s, input_fired_time: 0.0560962744, output_fired_time: 0.0000000000, propagate_forward_time: 2.6864101887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948996067
validation[          , genome  3347] predictions:    9537/  10000 (95.37%), best:    9563/10000 (95.63%), error:      1619.79858, best error:      1472.66724 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 37.3894844055s, input_fired_time: 0.4681219161, output_fired_time: 0.4579991102, propagate_forward_time: 13.6565771103, propagate_backward_time: 20.4577369690, weight_update_time: 0.1139090732, other_time: 2.3490486145
epoch time: 3.2034339905s, input_fired_time: 0.0564208813, output_fired_time: 0.0000000000, propagate_forward_time: 2.7528150082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941981792
validation[          , genome  3347] predictions:    9571/  10000 (95.71%), best:    9563/10000 (95.63%), error:      1501.38086, best error:      1472.66724 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 37.8385276794s, input_fired_time: 0.4725948274, output_fired_time: 0.4635608196, propagate_forward_time: 13.8502025604, propagate_backward_time: 20.6893100739, weight_update_time: 0.1150989607, other_time: 2.3628578186
epoch time: 3.2391450405s, input_fired_time: 0.0575994886, output_fired_time: 0.0000000000, propagate_forward_time: 2.7748162746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067292213
validation[          , genome  3347] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1460.46277, best error:      1460.46277 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 37.2434272766s, input_fired_time: 0.4677470326, output_fired_time: 0.4566900730, propagate_forward_time: 13.5858783722, propagate_backward_time: 20.3911228180, weight_update_time: 0.1127468571, other_time: 2.3419876099
epoch time: 3.2149443626s, input_fired_time: 0.0568739921, output_fired_time: 0.0000000000, propagate_forward_time: 2.7530207634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050495625
validation[          , genome  3347] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1457.80652, best error:      1457.80652 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 37.9765396118s, input_fired_time: 0.4749069214, output_fired_time: 0.4650116563, propagate_forward_time: 13.8968324661, propagate_backward_time: 20.7592086792, weight_update_time: 0.1157415286, other_time: 2.3805809021
epoch time: 3.2615368366s, input_fired_time: 0.0580577292, output_fired_time: 0.0000000000, propagate_forward_time: 2.7904570103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130220413
validation[          , genome  3347] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1441.52588, best error:      1441.52588 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 37.6612358093s, input_fired_time: 0.4733740687, output_fired_time: 0.4610843062, propagate_forward_time: 13.8042354584, propagate_backward_time: 20.5645103455, weight_update_time: 0.1140365675, other_time: 2.3580341339
epoch time: 3.2258529663s, input_fired_time: 0.0573834367, output_fired_time: 0.0000000000, propagate_forward_time: 2.7665281296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019412994
validation[          , genome  3347] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1427.09631, best error:      1427.09631 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 37.5682525635s, input_fired_time: 0.4739541709, output_fired_time: 0.4617598355, propagate_forward_time: 13.7830953598, propagate_backward_time: 20.4927196503, weight_update_time: 0.1142203659, other_time: 2.3567218781
epoch time: 3.2425885201s, input_fired_time: 0.0578222126, output_fired_time: 0.0000000000, propagate_forward_time: 2.7811303139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036359787
validation[          , genome  3347] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1379.14783, best error:      1379.14783 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 38.0207328796s, input_fired_time: 0.4761147499, output_fired_time: 0.4657922983, propagate_forward_time: 13.9301967621, propagate_backward_time: 20.7741203308, weight_update_time: 0.1155777201, other_time: 2.3745059967
epoch time: 3.2585806847s, input_fired_time: 0.0588196069, output_fired_time: 0.0000000000, propagate_forward_time: 2.7901592255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096019268
validation[          , genome  3347] predictions:    9080/  10000 (90.80%), best:    9587/10000 (95.87%), error:      3462.06812, best error:      1379.14783 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

resetting weights to those on epoch: 27
epoch time: 38.0030288696s, input_fired_time: 0.4772687256, output_fired_time: 0.4649773836, propagate_forward_time: 13.9037132263, propagate_backward_time: 20.7671070099, weight_update_time: 0.1158326939, other_time: 2.3899631500
epoch time: 3.2452130318s, input_fired_time: 0.0579456128, output_fired_time: 0.0000000000, propagate_forward_time: 2.7798230648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074442387
validation[          , genome  3347] predictions:    9500/  10000 (95.00%), best:    9587/10000 (95.87%), error:      1695.79553, best error:      1379.14783 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 38.0103912354s, input_fired_time: 0.4761921167, output_fired_time: 0.4660466909, propagate_forward_time: 13.9246397018, propagate_backward_time: 20.7567253113, weight_update_time: 0.1157543287, other_time: 2.3867874146
epoch time: 3.2219676971s, input_fired_time: 0.0577848628, output_fired_time: 0.0000000000, propagate_forward_time: 2.7631325722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010503292
validation[          , genome  3347] predictions:    9515/  10000 (95.15%), best:    9587/10000 (95.87%), error:      1583.16711, best error:      1379.14783 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 37.9002723694s, input_fired_time: 0.4766458571, output_fired_time: 0.4651911259, propagate_forward_time: 13.8953905106, propagate_backward_time: 20.6979923248, weight_update_time: 0.1149504855, other_time: 2.3650531769
epoch time: 3.2360758781s, input_fired_time: 0.0587996282, output_fired_time: 0.0000000000, propagate_forward_time: 2.7675251961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097509384
validation[          , genome  3347] predictions:    9607/  10000 (96.07%), best:    9587/10000 (95.87%), error:      1405.31067, best error:      1379.14783 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 36.9285163879s, input_fired_time: 0.4678567946, output_fired_time: 0.4542109370, propagate_forward_time: 13.4803276062, propagate_backward_time: 20.1866035461, weight_update_time: 0.1124468297, other_time: 2.3395156860
epoch time: 3.2364180088s, input_fired_time: 0.0573900975, output_fired_time: 0.0000000000, propagate_forward_time: 2.7717046738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073231220
validation[          , genome  3347] predictions:    9447/  10000 (94.47%), best:    9587/10000 (95.87%), error:      1820.14636, best error:      1379.14783 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 37.7177925110s, input_fired_time: 0.4749540389, output_fired_time: 0.4632459283, propagate_forward_time: 13.7944526672, propagate_backward_time: 20.6422824860, weight_update_time: 0.1143027842, other_time: 2.3428592682
epoch time: 3.2561693192s, input_fired_time: 0.0589829162, output_fired_time: 0.0000000000, propagate_forward_time: 2.7810854912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161009789
validation[          , genome  3347] predictions:    9585/  10000 (95.85%), best:    9587/10000 (95.87%), error:      1379.38318, best error:      1379.14783 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 37.5871238708s, input_fired_time: 0.4716331959, output_fired_time: 0.4598208666, propagate_forward_time: 13.7773475647, propagate_backward_time: 20.5720787048, weight_update_time: 0.1129147485, other_time: 2.3062438965
epoch time: 3.2579267025s, input_fired_time: 0.0584601611, output_fired_time: 0.0000000000, propagate_forward_time: 2.7956700325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037964344
validation[          , genome  3347] predictions:    9607/  10000 (96.07%), best:    9587/10000 (95.87%), error:      1398.05298, best error:      1379.14783 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 37.2836685181s, input_fired_time: 0.4687968194, output_fired_time: 0.4567248821, propagate_forward_time: 13.6611309052, propagate_backward_time: 20.3754138947, weight_update_time: 0.1128159389, other_time: 2.3216018677
epoch time: 3.2062864304s, input_fired_time: 0.0573522225, output_fired_time: 0.0000000000, propagate_forward_time: 2.7492289543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997051716
validation[          , genome  3347] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1361.03748, best error:      1361.03748 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 37.7829170227s, input_fired_time: 0.4754381776, output_fired_time: 0.4627732635, propagate_forward_time: 13.8246107101, propagate_backward_time: 20.6504840851, weight_update_time: 0.1150995120, other_time: 2.3696117401
epoch time: 3.2612905502s, input_fired_time: 0.0583736412, output_fired_time: 0.0000000000, propagate_forward_time: 2.7880463600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148705006
validation[          , genome  3347] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1366.05615, best error:      1361.03748 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.9148750305s, input_fired_time: 0.4772180915, output_fired_time: 0.4651751518, propagate_forward_time: 13.8618698120, propagate_backward_time: 20.7234954834, weight_update_time: 0.1155433953, other_time: 2.3871154785
epoch time: 3.2281808853s, input_fired_time: 0.0583756715, output_fired_time: 0.0000000000, propagate_forward_time: 2.7709422112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988630772
validation[          , genome  3347] predictions:    9595/  10000 (95.95%), best:    9599/10000 (95.99%), error:      1383.38403, best error:      1361.03748 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 37.9844398499s, input_fired_time: 0.4773563445, output_fired_time: 0.4656754136, propagate_forward_time: 13.8898305893, propagate_backward_time: 20.7795066833, weight_update_time: 0.1155812442, other_time: 2.3720703125
epoch time: 3.2704916000s, input_fired_time: 0.0588881746, output_fired_time: 0.0000000000, propagate_forward_time: 2.8020274639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095759392
validation[          , genome  3347] predictions:    9598/  10000 (95.98%), best:    9599/10000 (95.99%), error:      1380.05713, best error:      1361.03748 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 37.7220077515s, input_fired_time: 0.4734587967, output_fired_time: 0.4631243646, propagate_forward_time: 13.7825737000, propagate_backward_time: 20.6655960083, weight_update_time: 0.1141276956, other_time: 2.3372573853
epoch time: 3.2522079945s, input_fired_time: 0.0590197928, output_fired_time: 0.0000000000, propagate_forward_time: 2.7793140411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138741493
validation[          , genome  3347] predictions:    9572/  10000 (95.72%), best:    9599/10000 (95.99%), error:      1468.61792, best error:      1361.03748 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.1442031860s, input_fired_time: 0.4697563052, output_fired_time: 0.4544334412, propagate_forward_time: 13.5501985550, propagate_backward_time: 20.3140525818, weight_update_time: 0.1132971793, other_time: 2.3557624817
epoch time: 3.1861391068s, input_fired_time: 0.0567040183, output_fired_time: 0.0000000000, propagate_forward_time: 2.7354063988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940286636
validation[          , genome  3347] predictions:    9557/  10000 (95.57%), best:    9599/10000 (95.99%), error:      1500.17920, best error:      1361.03748 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.6052589417s, input_fired_time: 0.4757609665, output_fired_time: 0.4613755941, propagate_forward_time: 13.7481727600, propagate_backward_time: 20.5788917542, weight_update_time: 0.1137677357, other_time: 2.3410568237
epoch time: 3.2673869133s, input_fired_time: 0.0584519617, output_fired_time: 0.0000000000, propagate_forward_time: 2.8032660484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056689739
validation[          , genome  3347] predictions:    9587/  10000 (95.87%), best:    9599/10000 (95.99%), error:      1383.60779, best error:      1361.03748 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.6321830750s, input_fired_time: 0.4726035297, output_fired_time: 0.4607728124, propagate_forward_time: 13.8014631271, propagate_backward_time: 20.5825881958, weight_update_time: 0.1133719832, other_time: 2.3147544861
epoch time: 3.1057929993s, input_fired_time: 0.0558715090, output_fired_time: 0.0000000000, propagate_forward_time: 2.6605384350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893830776
validation[          , genome  3347] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1332.97498, best error:      1332.97498 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 37.8871345520s, input_fired_time: 0.4762876630, output_fired_time: 0.4660735726, propagate_forward_time: 13.8233556747, propagate_backward_time: 20.7680149078, weight_update_time: 0.1148736626, other_time: 2.3534030914
epoch time: 3.1916985512s, input_fired_time: 0.0583951510, output_fired_time: 0.0000000000, propagate_forward_time: 2.7153816223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179217815
validation[          , genome  3347] predictions:    9597/  10000 (95.97%), best:    9591/10000 (95.91%), error:      1374.88306, best error:      1332.97498 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.6030960083s, input_fired_time: 0.4758447111, output_fired_time: 0.4622995555, propagate_forward_time: 13.7753210068, propagate_backward_time: 20.5416164398, weight_update_time: 0.1146417707, other_time: 2.3480129242
epoch time: 3.2235698700s, input_fired_time: 0.0582528189, output_fired_time: 0.0000000000, propagate_forward_time: 2.7609579563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043591022
validation[          , genome  3347] predictions:    9581/  10000 (95.81%), best:    9591/10000 (95.91%), error:      1383.03516, best error:      1332.97498 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 38.0620269775s, input_fired_time: 0.4805654585, output_fired_time: 0.4656009078, propagate_forward_time: 13.9202404022, propagate_backward_time: 20.8018226624, weight_update_time: 0.1156534702, other_time: 2.3938007355
epoch time: 3.2327327728s, input_fired_time: 0.0582456179, output_fired_time: 0.0000000000, propagate_forward_time: 2.7693824768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051046371
validation[          , genome  3347] predictions:    9550/  10000 (95.50%), best:    9591/10000 (95.91%), error:      1464.22229, best error:      1332.97498 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 37.7126388550s, input_fired_time: 0.4775305092, output_fired_time: 0.4626940489, propagate_forward_time: 13.7936935425, propagate_backward_time: 20.6358318329, weight_update_time: 0.1142413765, other_time: 2.3428897858
epoch time: 3.2868561745s, input_fired_time: 0.0592670888, output_fired_time: 0.0000000000, propagate_forward_time: 2.8153419495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122471809
validation[          , genome  3347] predictions:    9598/  10000 (95.98%), best:    9591/10000 (95.91%), error:      1338.16028, best error:      1332.97498 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 37.9292526245s, input_fired_time: 0.4797022641, output_fired_time: 0.4645072520, propagate_forward_time: 13.8573837280, propagate_backward_time: 20.7387619019, weight_update_time: 0.1156053469, other_time: 2.3888969421
epoch time: 3.1700935364s, input_fired_time: 0.0576056428, output_fired_time: 0.0000000000, propagate_forward_time: 2.7193565369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931312561
validation[          , genome  3347] predictions:    9586/  10000 (95.86%), best:    9591/10000 (95.91%), error:      1427.23926, best error:      1332.97498 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 37.5314025879s, input_fired_time: 0.4755338728, output_fired_time: 0.4602366388, propagate_forward_time: 13.7086992264, propagate_backward_time: 20.5386734009, weight_update_time: 0.1139116064, other_time: 2.3482627869
epoch time: 3.2746589184s, input_fired_time: 0.0601385087, output_fired_time: 0.0000000000, propagate_forward_time: 2.8033540249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111664295
validation[          , genome  3347] predictions:    9608/  10000 (96.08%), best:    9591/10000 (95.91%), error:      1348.24548, best error:      1332.97498 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.9685440063s, input_fired_time: 0.4796294570, output_fired_time: 0.4658192396, propagate_forward_time: 13.9021072388, propagate_backward_time: 20.7700252533, weight_update_time: 0.1147277430, other_time: 2.3509616852
epoch time: 3.2776129246s, input_fired_time: 0.0599434115, output_fired_time: 0.0000000000, propagate_forward_time: 2.8057279587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119415283
validation[          , genome  3347] predictions:    9598/  10000 (95.98%), best:    9591/10000 (95.91%), error:      1412.21326, best error:      1332.97498 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 37.6997985840s, input_fired_time: 0.4789292514, output_fired_time: 0.4637657404, propagate_forward_time: 13.7844839096, propagate_backward_time: 20.6071701050, weight_update_time: 0.1145450026, other_time: 2.3654518127
epoch time: 3.0066852570s, input_fired_time: 0.0545597449, output_fired_time: 0.0000000000, propagate_forward_time: 2.5755102634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766152859
validation[          , genome  3347] predictions:    9514/  10000 (95.14%), best:    9591/10000 (95.91%), error:      1566.02356, best error:      1332.97498 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.6338386536s, input_fired_time: 0.4775926471, output_fired_time: 0.4620125294, propagate_forward_time: 13.7891111374, propagate_backward_time: 20.5617141724, weight_update_time: 0.1140243188, other_time: 2.3434066772
epoch time: 3.0593278408s, input_fired_time: 0.0566522852, output_fired_time: 0.0000000000, propagate_forward_time: 2.6181821823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844933510
validation[          , genome  3347] predictions:    9585/  10000 (95.85%), best:    9591/10000 (95.91%), error:      1395.18384, best error:      1332.97498 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 37.7399520874s, input_fired_time: 0.4778583646, output_fired_time: 0.4632876813, propagate_forward_time: 13.7444267273, propagate_backward_time: 20.7112598419, weight_update_time: 0.1142198294, other_time: 2.3431186676
epoch time: 3.2292284966s, input_fired_time: 0.0592839606, output_fired_time: 0.0000000000, propagate_forward_time: 2.7707197666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992247581
validation[          , genome  3347] predictions:    9577/  10000 (95.77%), best:    9591/10000 (95.91%), error:      1409.20740, best error:      1332.97498 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 38.0785140991s, input_fired_time: 0.4848676324, output_fired_time: 0.4663943052, propagate_forward_time: 13.9472961426, propagate_backward_time: 20.7561130524, weight_update_time: 0.1166923419, other_time: 2.4238452911
epoch time: 3.2663393021s, input_fired_time: 0.0599214025, output_fired_time: 0.0000000000, propagate_forward_time: 2.7937452793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126725197
validation[          , genome  3347] predictions:    9565/  10000 (95.65%), best:    9591/10000 (95.91%), error:      1479.93506, best error:      1332.97498 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 37.9211921692s, input_fired_time: 0.4818462729, output_fired_time: 0.4654331803, propagate_forward_time: 13.8733015060, propagate_backward_time: 20.7373981476, weight_update_time: 0.1149704829, other_time: 2.3632106781
epoch time: 3.2778282166s, input_fired_time: 0.0595399477, output_fired_time: 0.0000000000, propagate_forward_time: 2.8097436428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085445404
validation[          , genome  3347] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1306.18335, best error:      1306.18335 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.8163223267s, input_fired_time: 0.4807796180, output_fired_time: 0.4643186927, propagate_forward_time: 13.8373603821, propagate_backward_time: 20.6710567474, weight_update_time: 0.1143719181, other_time: 2.3628101349
epoch time: 3.2385289669s, input_fired_time: 0.0590868443, output_fired_time: 0.0000000000, propagate_forward_time: 2.7743654251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050767422
validation[          , genome  3347] predictions:    9514/  10000 (95.14%), best:    9610/10000 (96.10%), error:      1684.81628, best error:      1306.18335 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.8509483337s, input_fired_time: 0.4791681767, output_fired_time: 0.4641681015, propagate_forward_time: 13.8508663177, propagate_backward_time: 20.7071952820, weight_update_time: 0.1139986590, other_time: 2.3495502472
epoch time: 3.2402918339s, input_fired_time: 0.0596771948, output_fired_time: 0.0000000000, propagate_forward_time: 2.7695813179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110333920
validation[          , genome  3347] predictions:    9561/  10000 (95.61%), best:    9610/10000 (96.10%), error:      1484.51465, best error:      1306.18335 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 37.8113021851s, input_fired_time: 0.4793483913, output_fired_time: 0.4628905654, propagate_forward_time: 13.8517198563, propagate_backward_time: 20.6771507263, weight_update_time: 0.1144912094, other_time: 2.3401947021
epoch time: 3.2461855412s, input_fired_time: 0.0591196232, output_fired_time: 0.0000000000, propagate_forward_time: 2.7823541164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047117233
validation[          , genome  3347] predictions:    9594/  10000 (95.94%), best:    9610/10000 (96.10%), error:      1338.46265, best error:      1306.18335 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 37.1844024658s, input_fired_time: 0.4759022295, output_fired_time: 0.4569078088, propagate_forward_time: 13.5747146606, propagate_backward_time: 20.3332843781, weight_update_time: 0.1134923026, other_time: 2.3435916901
epoch time: 3.2118737698s, input_fired_time: 0.0597309507, output_fired_time: 0.0000000000, propagate_forward_time: 2.7407505512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113922119
validation[          , genome  3347] predictions:    9611/  10000 (96.11%), best:    9610/10000 (96.10%), error:      1316.57617, best error:      1306.18335 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 37.8737678528s, input_fired_time: 0.4826607406, output_fired_time: 0.4651684761, propagate_forward_time: 13.8723154068, propagate_backward_time: 20.6846523285, weight_update_time: 0.1147590131, other_time: 2.3689708710
epoch time: 3.2795085907s, input_fired_time: 0.0603330694, output_fired_time: 0.0000000000, propagate_forward_time: 2.8065145016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126610756
validation[          , genome  3347] predictions:    9602/  10000 (96.02%), best:    9610/10000 (96.10%), error:      1358.09851, best error:      1306.18335 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 38.0859947205s, input_fired_time: 0.4830762148, output_fired_time: 0.4660934508, propagate_forward_time: 13.9561767578, propagate_backward_time: 20.8052577972, weight_update_time: 0.1155162528, other_time: 2.3753871918
epoch time: 3.2205686569s, input_fired_time: 0.0590525381, output_fired_time: 0.0000000000, propagate_forward_time: 2.7536885738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078276157
validation[          , genome  3347] predictions:    9573/  10000 (95.73%), best:    9610/10000 (96.10%), error:      1409.90198, best error:      1306.18335 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 37.7529335022s, input_fired_time: 0.4800809324, output_fired_time: 0.4635914564, propagate_forward_time: 13.8355512619, propagate_backward_time: 20.6087436676, weight_update_time: 0.1146535426, other_time: 2.3649654388
epoch time: 3.2661321163s, input_fired_time: 0.0598133840, output_fired_time: 0.0000000000, propagate_forward_time: 2.7954189777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108996391
validation[          , genome  3347] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1304.65637, best error:      1304.65637 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 37.7637176514s, input_fired_time: 0.4816332757, output_fired_time: 0.4631226063, propagate_forward_time: 13.8084230423, propagate_backward_time: 20.6463718414, weight_update_time: 0.1143627167, other_time: 2.3641681671
epoch time: 3.2764959335s, input_fired_time: 0.0598640665, output_fired_time: 0.0000000000, propagate_forward_time: 2.8022017479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144301414
validation[          , genome  3347] predictions:    9518/  10000 (95.18%), best:    9615/10000 (96.15%), error:      1597.88342, best error:      1304.65637 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.9504280090s, input_fired_time: 0.4838519096, output_fired_time: 0.4643472433, propagate_forward_time: 13.8874540329, propagate_backward_time: 20.7475395203, weight_update_time: 0.1153800488, other_time: 2.3672332764
epoch time: 3.2684094906s, input_fired_time: 0.0598261543, output_fired_time: 0.0000000000, propagate_forward_time: 2.7951366901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134466648
validation[          , genome  3347] predictions:    9611/  10000 (96.11%), best:    9615/10000 (96.15%), error:      1321.56030, best error:      1304.65637 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.7460784912s, input_fired_time: 0.4797270596, output_fired_time: 0.4636147618, propagate_forward_time: 13.8106498718, propagate_backward_time: 20.6512508392, weight_update_time: 0.1140048280, other_time: 2.3408336639
epoch time: 3.2183604240s, input_fired_time: 0.0593689382, output_fired_time: 0.0000000000, propagate_forward_time: 2.7501146793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088768959
validation[          , genome  3347] predictions:    9538/  10000 (95.38%), best:    9615/10000 (96.15%), error:      1537.81689, best error:      1304.65637 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.7681274414s, input_fired_time: 0.4841624498, output_fired_time: 0.4634195268, propagate_forward_time: 13.8214902878, propagate_backward_time: 20.6185588837, weight_update_time: 0.1152423471, other_time: 2.3804950714
epoch time: 3.2445123196s, input_fired_time: 0.0593438745, output_fired_time: 0.0000000000, propagate_forward_time: 2.7826344967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025340080
validation[          , genome  3347] predictions:    9587/  10000 (95.87%), best:    9615/10000 (96.15%), error:      1355.46716, best error:      1304.65637 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 37.7650489807s, input_fired_time: 0.4816811085, output_fired_time: 0.4624243081, propagate_forward_time: 13.8174610138, propagate_backward_time: 20.6433544159, weight_update_time: 0.1145444587, other_time: 2.3601264954
epoch time: 3.2580785751s, input_fired_time: 0.0600238144, output_fired_time: 0.0000000000, propagate_forward_time: 2.7861051559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119496346
validation[          , genome  3347] predictions:    9572/  10000 (95.72%), best:    9615/10000 (96.15%), error:      1440.13074, best error:      1304.65637 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 38.0420265198s, input_fired_time: 0.4844262004, output_fired_time: 0.4661808014, propagate_forward_time: 13.8992700577, propagate_backward_time: 20.7962322235, weight_update_time: 0.1160932928, other_time: 2.3959217072
epoch time: 3.1868970394s, input_fired_time: 0.0588882044, output_fired_time: 0.0000000000, propagate_forward_time: 2.7081298828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198789597
validation[          , genome  3347] predictions:    9541/  10000 (95.41%), best:    9615/10000 (96.15%), error:      1494.53003, best error:      1304.65637 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 38.0120544434s, input_fired_time: 0.4854772091, output_fired_time: 0.4658059478, propagate_forward_time: 13.9340791702, propagate_backward_time: 20.7336597443, weight_update_time: 0.1158255115, other_time: 2.3930339813
epoch time: 3.1561598778s, input_fired_time: 0.0587724932, output_fired_time: 0.0000000000, propagate_forward_time: 2.6971743107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002130032
validation[          , genome  3347] predictions:    9434/  10000 (94.34%), best:    9615/10000 (96.15%), error:      1838.91357, best error:      1304.65637 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.4432754517s, input_fired_time: 0.4805222154, output_fired_time: 0.4595489502, propagate_forward_time: 13.7007427216, propagate_backward_time: 20.4405136108, weight_update_time: 0.1138716936, other_time: 2.3619480133
epoch time: 3.2647111416s, input_fired_time: 0.0607211478, output_fired_time: 0.0000000000, propagate_forward_time: 2.7923538685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116361141
validation[          , genome  3347] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1280.73438, best error:      1280.73438 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 37.7633781433s, input_fired_time: 0.4825267196, output_fired_time: 0.4630815983, propagate_forward_time: 13.8230810165, propagate_backward_time: 20.6597251892, weight_update_time: 0.1136812270, other_time: 2.3349647522
epoch time: 3.1643898487s, input_fired_time: 0.0584504455, output_fired_time: 0.0000000000, propagate_forward_time: 2.7100799084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958594799
validation[          , genome  3347] predictions:    9598/  10000 (95.98%), best:    9623/10000 (96.23%), error:      1359.40442, best error:      1280.73438 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 37.6763648987s, input_fired_time: 0.4819342792, output_fired_time: 0.4620758891, propagate_forward_time: 13.7786397934, propagate_backward_time: 20.5883407593, weight_update_time: 0.1140135229, other_time: 2.3653755188
epoch time: 2.8355338573s, input_fired_time: 0.0539228208, output_fired_time: 0.0000000000, propagate_forward_time: 2.4177110195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638999462
validation[          , genome  3347] predictions:    9585/  10000 (95.85%), best:    9623/10000 (96.23%), error:      1421.05212, best error:      1280.73438 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 37.8970413208s, input_fired_time: 0.4810333848, output_fired_time: 0.4652154446, propagate_forward_time: 13.8641510010, propagate_backward_time: 20.7500324249, weight_update_time: 0.1142613068, other_time: 2.3366107941
epoch time: 3.2532899380s, input_fired_time: 0.0601169989, output_fired_time: 0.0000000000, propagate_forward_time: 2.7821347713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110381603
validation[          , genome  3347] predictions:    9606/  10000 (96.06%), best:    9623/10000 (96.23%), error:      1298.41333, best error:      1280.73438 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 37.0044212341s, input_fired_time: 0.4743562043, output_fired_time: 0.4542774558, propagate_forward_time: 13.5016469955, propagate_backward_time: 20.2959308624, weight_update_time: 0.1110899970, other_time: 2.2782077789
epoch time: 3.2204928398s, input_fired_time: 0.0592394210, output_fired_time: 0.0000000000, propagate_forward_time: 2.7597661018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014873505
validation[          , genome  3347] predictions:    9582/  10000 (95.82%), best:    9623/10000 (96.23%), error:      1398.92896, best error:      1280.73438 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 37.9103927612s, input_fired_time: 0.4841060936, output_fired_time: 0.4630753696, propagate_forward_time: 13.8586425781, propagate_backward_time: 20.7335433960, weight_update_time: 0.1149448752, other_time: 2.3710250854
epoch time: 3.2307684422s, input_fired_time: 0.0592466034, output_fired_time: 0.0000000000, propagate_forward_time: 2.7672784328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042434692
validation[          , genome  3347] predictions:    9591/  10000 (95.91%), best:    9623/10000 (96.23%), error:      1324.54504, best error:      1280.73438 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 36.1301956177s, input_fired_time: 0.4683961272, output_fired_time: 0.4430818558, propagate_forward_time: 13.1753654480, propagate_backward_time: 19.7946186066, weight_update_time: 0.1097802520, other_time: 2.2487354279
epoch time: 3.2840006351s, input_fired_time: 0.0607580319, output_fired_time: 0.0000000000, propagate_forward_time: 2.8087873459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144551754
validation[          , genome  3347] predictions:    9591/  10000 (95.91%), best:    9623/10000 (96.23%), error:      1390.18164, best error:      1280.73438 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 37.9913253784s, input_fired_time: 0.4854018092, output_fired_time: 0.4647117555, propagate_forward_time: 13.8937072754, propagate_backward_time: 20.7834167480, weight_update_time: 0.1150902584, other_time: 2.3640899658
epoch time: 3.2592527866s, input_fired_time: 0.0601036958, output_fired_time: 0.0000000000, propagate_forward_time: 2.7978711128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012780190
validation[          , genome  3347] predictions:    9564/  10000 (95.64%), best:    9623/10000 (96.23%), error:      1447.11719, best error:      1280.73438 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 37.9660797119s, input_fired_time: 0.4858024716, output_fired_time: 0.4651679993, propagate_forward_time: 13.9014797211, propagate_backward_time: 20.7592449188, weight_update_time: 0.1149427891, other_time: 2.3543853760
epoch time: 3.2179534435s, input_fired_time: 0.0596766695, output_fired_time: 0.0000000000, propagate_forward_time: 2.7462053299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120714664
validation[          , genome  3347] predictions:    9587/  10000 (95.87%), best:    9623/10000 (96.23%), error:      1399.48743, best error:      1280.73438 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 37.8789825439s, input_fired_time: 0.4879063964, output_fired_time: 0.4644708037, propagate_forward_time: 13.8650979996, propagate_backward_time: 20.6879272461, weight_update_time: 0.1152428463, other_time: 2.3735809326
epoch time: 3.2078828812s, input_fired_time: 0.0593177564, output_fired_time: 0.0000000000, propagate_forward_time: 2.7465550900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020099640
validation[          , genome  3347] predictions:    9600/  10000 (96.00%), best:    9623/10000 (96.23%), error:      1334.62463, best error:      1280.73438 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 37.7472038269s, input_fired_time: 0.4862267077, output_fired_time: 0.4634698331, propagate_forward_time: 13.7706460953, propagate_backward_time: 20.6687850952, weight_update_time: 0.1142869443, other_time: 2.3580780029
epoch time: 3.1730329990s, input_fired_time: 0.0583572350, output_fired_time: 0.0000000000, propagate_forward_time: 2.7197015285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949742317
validation[          , genome  3347] predictions:    9581/  10000 (95.81%), best:    9623/10000 (96.23%), error:      1409.22803, best error:      1280.73438 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 37.9371337891s, input_fired_time: 0.4847772121, output_fired_time: 0.4650296867, propagate_forward_time: 13.8673849106, propagate_backward_time: 20.7498264313, weight_update_time: 0.1144579351, other_time: 2.3701152802
epoch time: 3.2419288158s, input_fired_time: 0.0593438819, output_fired_time: 0.0000000000, propagate_forward_time: 2.7762935162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062914848
validation[          , genome  3347] predictions:    9583/  10000 (95.83%), best:    9623/10000 (96.23%), error:      1423.53967, best error:      1280.73438 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.6576805115s, input_fired_time: 0.4796384871, output_fired_time: 0.4614598751, propagate_forward_time: 13.7681350708, propagate_backward_time: 20.6328239441, weight_update_time: 0.1132885143, other_time: 2.3156242371
epoch time: 3.2511816025s, input_fired_time: 0.0593326092, output_fired_time: 0.0000000000, propagate_forward_time: 2.7912077904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006412029
validation[          , genome  3347] predictions:    9592/  10000 (95.92%), best:    9623/10000 (96.23%), error:      1305.44250, best error:      1280.73438 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 37.7660942078s, input_fired_time: 0.4828560352, output_fired_time: 0.4629186988, propagate_forward_time: 13.8140439987, propagate_backward_time: 20.6406707764, weight_update_time: 0.1147006303, other_time: 2.3656044006
epoch time: 3.2530665398s, input_fired_time: 0.0604682229, output_fired_time: 0.0000000000, propagate_forward_time: 2.7834146023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091837406
validation[          , genome  3347] predictions:    9591/  10000 (95.91%), best:    9623/10000 (96.23%), error:      1358.90698, best error:      1280.73438 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 37.2230758667s, input_fired_time: 0.4804125130, output_fired_time: 0.4551331699, propagate_forward_time: 13.6573314667, propagate_backward_time: 20.3332138062, weight_update_time: 0.1122568324, other_time: 2.2969875336
epoch time: 3.1666617393s, input_fired_time: 0.0586665086, output_fired_time: 0.0000000000, propagate_forward_time: 2.7143156528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936796188
validation[          , genome  3347] predictions:    9574/  10000 (95.74%), best:    9623/10000 (96.23%), error:      1406.60535, best error:      1280.73438 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 38.0504226685s, input_fired_time: 0.4876539409, output_fired_time: 0.4652847052, propagate_forward_time: 13.8882617950, propagate_backward_time: 20.7969207764, weight_update_time: 0.1158526465, other_time: 2.4122982025
epoch time: 3.2663514614s, input_fired_time: 0.0603161529, output_fired_time: 0.0000000000, propagate_forward_time: 2.7996752262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063601494
validation[          , genome  3347] predictions:    9346/  10000 (93.46%), best:    9623/10000 (96.23%), error:      2334.31445, best error:      1280.73438 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 37.9675559998s, input_fired_time: 0.4852749109, output_fired_time: 0.4659286141, propagate_forward_time: 13.8892374039, propagate_backward_time: 20.7786769867, weight_update_time: 0.1146857440, other_time: 2.3484401703
epoch time: 3.2393746376s, input_fired_time: 0.0596336611, output_fired_time: 0.0000000000, propagate_forward_time: 2.7793676853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003732204
validation[          , genome  3347] predictions:    9599/  10000 (95.99%), best:    9623/10000 (96.23%), error:      1324.93433, best error:      1280.73438 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.7186965942s, input_fired_time: 0.4827156663, output_fired_time: 0.4621951580, propagate_forward_time: 13.7802858353, propagate_backward_time: 20.6524410248, weight_update_time: 0.1139945835, other_time: 2.3410587311
epoch time: 3.2358677387s, input_fired_time: 0.0595199876, output_fired_time: 0.0000000000, propagate_forward_time: 2.7769942284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993535042
validation[          , genome  3347] predictions:    9597/  10000 (95.97%), best:    9623/10000 (96.23%), error:      1367.82251, best error:      1280.73438 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 37.6733627319s, input_fired_time: 0.4848711491, output_fired_time: 0.4624217153, propagate_forward_time: 13.7595586777, propagate_backward_time: 20.6191349030, weight_update_time: 0.1139802337, other_time: 2.3473758698
epoch time: 3.2511589527s, input_fired_time: 0.0599116683, output_fired_time: 0.0000000000, propagate_forward_time: 2.7835733891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076738358
validation[          , genome  3347] predictions:    9561/  10000 (95.61%), best:    9623/10000 (96.23%), error:      1414.48718, best error:      1280.73438 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 37.8536186218s, input_fired_time: 0.4848757088, output_fired_time: 0.4630713463, propagate_forward_time: 13.8647203445, propagate_backward_time: 20.6741695404, weight_update_time: 0.1152725294, other_time: 2.3667850494
epoch time: 3.2393052578s, input_fired_time: 0.0604119077, output_fired_time: 0.0000000000, propagate_forward_time: 2.7695386410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093546867
validation[          , genome  3347] predictions:    9586/  10000 (95.86%), best:    9623/10000 (96.23%), error:      1377.54041, best error:      1280.73438 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.7551116943s, input_fired_time: 0.4826463759, output_fired_time: 0.4615716338, propagate_forward_time: 13.8442106247, propagate_backward_time: 20.6423091888, weight_update_time: 0.1139300689, other_time: 2.3243732452
epoch time: 3.2460508347s, input_fired_time: 0.0598963127, output_fired_time: 0.0000000000, propagate_forward_time: 2.7824883461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036662579
validation[          , genome  3347] predictions:    9598/  10000 (95.98%), best:    9623/10000 (96.23%), error:      1328.59070, best error:      1280.73438 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 38.0483818054s, input_fired_time: 0.4879126549, output_fired_time: 0.4665141702, propagate_forward_time: 13.9405975342, propagate_backward_time: 20.7755126953, weight_update_time: 0.1159007847, other_time: 2.3778457642
epoch time: 3.2644405365s, input_fired_time: 0.0594201572, output_fired_time: 0.0000000000, propagate_forward_time: 2.7982428074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067776203
validation[          , genome  3347] predictions:    9523/  10000 (95.23%), best:    9623/10000 (96.23%), error:      1572.62036, best error:      1280.73438 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 37.9034347534s, input_fired_time: 0.4842162132, output_fired_time: 0.4642599225, propagate_forward_time: 13.8568353653, propagate_backward_time: 20.7476654053, weight_update_time: 0.1148475781, other_time: 2.3504600525
epoch time: 3.2741007805s, input_fired_time: 0.0614343695, output_fired_time: 0.0000000000, propagate_forward_time: 2.8000884056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125781059
validation[          , genome  3347] predictions:    9610/  10000 (96.10%), best:    9623/10000 (96.23%), error:      1310.56152, best error:      1280.73438 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.0562705994s, input_fired_time: 0.4794582427, output_fired_time: 0.4546756744, propagate_forward_time: 13.4933338165, propagate_backward_time: 20.3105564117, weight_update_time: 0.1119906083, other_time: 2.3182487488
epoch time: 3.2828698158s, input_fired_time: 0.0609008819, output_fired_time: 0.0000000000, propagate_forward_time: 2.8122978210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096710682
validation[          , genome  3347] predictions:    9555/  10000 (95.55%), best:    9623/10000 (96.23%), error:      1528.88733, best error:      1280.73438 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 37.6842422485s, input_fired_time: 0.4860146046, output_fired_time: 0.4637213349, propagate_forward_time: 13.7671728134, propagate_backward_time: 20.6183681488, weight_update_time: 0.1143033057, other_time: 2.3489627838
epoch time: 3.1985688210s, input_fired_time: 0.0607237332, output_fired_time: 0.0000000000, propagate_forward_time: 2.7425985336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952465057
validation[          , genome  3347] predictions:    9522/  10000 (95.22%), best:    9623/10000 (96.23%), error:      1521.52905, best error:      1280.73438 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 37.9743194580s, input_fired_time: 0.4891260862, output_fired_time: 0.4661458731, propagate_forward_time: 13.8751773834, propagate_backward_time: 20.7445602417, weight_update_time: 0.1155070588, other_time: 2.3993129730
epoch time: 3.2438695431s, input_fired_time: 0.0597596280, output_fired_time: 0.0000000000, propagate_forward_time: 2.7803640366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037458897
validation[          , genome  3347] predictions:    9560/  10000 (95.60%), best:    9623/10000 (96.23%), error:      1502.49329, best error:      1280.73438 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.6208724976s, input_fired_time: 0.4816510975, output_fired_time: 0.4612265229, propagate_forward_time: 13.7691173553, propagate_backward_time: 20.5922393799, weight_update_time: 0.1136899143, other_time: 2.3166370392
epoch time: 3.1917240620s, input_fired_time: 0.0592773184, output_fired_time: 0.0000000000, propagate_forward_time: 2.7381403446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943064213
validation[          , genome  3347] predictions:    9566/  10000 (95.66%), best:    9623/10000 (96.23%), error:      1473.43201, best error:      1280.73438 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 37.8114242554s, input_fired_time: 0.4868959188, output_fired_time: 0.4632962942, propagate_forward_time: 13.8429899216, propagate_backward_time: 20.6782875061, weight_update_time: 0.1143969968, other_time: 2.3399543762
epoch time: 3.2264416218s, input_fired_time: 0.0607042797, output_fired_time: 0.0000000000, propagate_forward_time: 2.7597854137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059519768
validation[          , genome  3347] predictions:    9537/  10000 (95.37%), best:    9623/10000 (96.23%), error:      1526.23254, best error:      1280.73438 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 37.6950645447s, input_fired_time: 0.4866414666, output_fired_time: 0.4626280367, propagate_forward_time: 13.7504816055, propagate_backward_time: 20.6071262360, weight_update_time: 0.1148327142, other_time: 2.3881893158
epoch time: 3.2388501167s, input_fired_time: 0.0595839955, output_fired_time: 0.0000000000, propagate_forward_time: 2.7790091038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002571106
validation[          , genome  3347] predictions:    9580/  10000 (95.80%), best:    9623/10000 (96.23%), error:      1361.18030, best error:      1280.73438 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 37.9515724182s, input_fired_time: 0.4868988693, output_fired_time: 0.4651842117, propagate_forward_time: 13.8526716232, propagate_backward_time: 20.7619705200, weight_update_time: 0.1154619753, other_time: 2.3848457336
epoch time: 3.1034803391s, input_fired_time: 0.0592691451, output_fired_time: 0.0000000000, propagate_forward_time: 2.6518461704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923649788
validation[          , genome  3347] predictions:    9586/  10000 (95.86%), best:    9623/10000 (96.23%), error:      1397.58264, best error:      1280.73438 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 37.8272590637s, input_fired_time: 0.4873318374, output_fired_time: 0.4638501406, propagate_forward_time: 13.8578405380, propagate_backward_time: 20.6799907684, weight_update_time: 0.1144671515, other_time: 2.3382434845
epoch time: 3.2466056347s, input_fired_time: 0.0604610480, output_fired_time: 0.0000000000, propagate_forward_time: 2.7856421471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005024433
validation[          , genome  3347] predictions:    9469/  10000 (94.69%), best:    9623/10000 (96.23%), error:      1736.28369, best error:      1280.73438 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 37.1932830811s, input_fired_time: 0.4832372665, output_fired_time: 0.4564623833, propagate_forward_time: 13.6240854263, propagate_backward_time: 20.3338317871, weight_update_time: 0.1121723428, other_time: 2.2956657410
epoch time: 3.2822062969s, input_fired_time: 0.0620533898, output_fired_time: 0.0000000000, propagate_forward_time: 2.8077609539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123919010
validation[          , genome  3347] predictions:    9590/  10000 (95.90%), best:    9623/10000 (96.23%), error:      1347.74316, best error:      1280.73438 on epoch:    69, 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: 16.3085136414s, input_fired_time: 0.2968924344, output_fired_time: 0.0000000000, propagate_forward_time: 13.8699560165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1416654587
best training[          , genome  3347] predictions:   48786/  50000 (97.57%), best:    9623/10000 (96.23%), error:      4320.12891, best error:      1280.73438 on epoch:    69, 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: 3.2718038559s, input_fired_time: 0.0594088696, output_fired_time: 0.0000000000, propagate_forward_time: 2.8076012135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047937393
   testing[          , genome  3347] predictions:    9664/  10000 (96.64%), best:    9623/10000 (96.23%), error:      1153.98535, best error:      1280.73438 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:34:31 (2984): called boinc_finish(0)

</stderr_txt>
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