Nameexact_genome_1512568488_45_7140_0
Workunit2606907
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:06:47 UTC
Report deadline19 Dec 2017, 15:42:25 UTC
Received8 Dec 2017, 10:55:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 16 min 13 sec
CPU time3 hours 16 min 13 sec
Validate stateValid
Credit2,912.44
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.69 MB
Peak swap size154.88 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
566710

epoch time: 109.1082153320s, input_fired_time: 1.3890571594, output_fired_time: 0.8495915532, propagate_forward_time: 42.3756713867, propagate_backward_time: 62.1329460144, weight_update_time: 0.1163747758, other_time: 2.3609504700
epoch time: 8.8143196106s, input_fired_time: 0.1450477690, output_fired_time: 0.0000000000, propagate_forward_time: 8.2807579041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885135651
validation[          , genome  7140] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       755.48511, best error:       755.48511 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 106.9548797607s, input_fired_time: 1.3770014048, output_fired_time: 0.8395788074, propagate_forward_time: 41.4878959656, propagate_backward_time: 60.9159355164, weight_update_time: 0.1156814918, other_time: 2.3344726562
epoch time: 8.8488197327s, input_fired_time: 0.1463496536, output_fired_time: 0.0000000000, propagate_forward_time: 8.3099269867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925428391
validation[          , genome  7140] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       799.57648, best error:       755.48511 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.0232849121s, input_fired_time: 1.3711689711, output_fired_time: 0.8359766603, propagate_forward_time: 41.5227737427, propagate_backward_time: 60.9832572937, weight_update_time: 0.1146803349, other_time: 2.3101081848
epoch time: 8.8156166077s, input_fired_time: 0.1452677548, output_fired_time: 0.0000000000, propagate_forward_time: 8.2852401733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851089478
validation[          , genome  7140] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       823.30029, best error:       755.48511 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 106.7289657593s, input_fired_time: 1.3630242348, output_fired_time: 0.8305726051, propagate_forward_time: 41.4412384033, propagate_backward_time: 60.8356323242, weight_update_time: 0.1146636382, other_time: 2.2584991455
epoch time: 8.8518695831s, input_fired_time: 0.1454746574, output_fired_time: 0.0000000000, propagate_forward_time: 8.3152189255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911762238
validation[          , genome  7140] predictions:    9716/  10000 (97.16%), best:    9776/10000 (97.76%), error:       941.77222, best error:       755.48511 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 106.8965759277s, input_fired_time: 1.3642736673, output_fired_time: 0.8307447433, propagate_forward_time: 41.5250167847, propagate_backward_time: 60.9037170410, weight_update_time: 0.1149019673, other_time: 2.2728271484
epoch time: 8.8004608154s, input_fired_time: 0.1451944858, output_fired_time: 0.0000000000, propagate_forward_time: 8.2766466141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786201477
validation[          , genome  7140] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       816.39270, best error:       755.48511 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.2087478638s, input_fired_time: 1.3683117628, output_fired_time: 0.8332632780, propagate_forward_time: 41.6234054565, propagate_backward_time: 61.0876846313, weight_update_time: 0.1155746654, other_time: 2.2960891724
epoch time: 8.8114261627s, input_fired_time: 0.1445092708, output_fired_time: 0.0000000000, propagate_forward_time: 8.2794961929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874206543
validation[          , genome  7140] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       735.61914, best error:       735.61914 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.8379745483s, input_fired_time: 1.3695033789, output_fired_time: 0.8319343328, propagate_forward_time: 41.4575233459, propagate_backward_time: 60.8741455078, weight_update_time: 0.1165515929, other_time: 2.3048667908
epoch time: 8.8084993362s, input_fired_time: 0.1448621303, output_fired_time: 0.0000000000, propagate_forward_time: 8.2785329819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851041794
validation[          , genome  7140] predictions:    9757/  10000 (97.57%), best:    9771/10000 (97.71%), error:       825.25238, best error:       735.61914 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 107.2875747681s, input_fired_time: 1.3712960482, output_fired_time: 0.8336195350, propagate_forward_time: 41.6757926941, propagate_backward_time: 61.1108474731, weight_update_time: 0.1158241183, other_time: 2.2960166931
epoch time: 8.7997589111s, input_fired_time: 0.1434578449, output_fired_time: 0.0000000000, propagate_forward_time: 8.2754344940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808670044
validation[          , genome  7140] predictions:    9704/  10000 (97.04%), best:    9771/10000 (97.71%), error:       958.61237, best error:       735.61914 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 106.5567474365s, input_fired_time: 1.3557891846, output_fired_time: 0.8280492425, propagate_forward_time: 41.3783378601, propagate_backward_time: 60.7415542603, weight_update_time: 0.1145117357, other_time: 2.2530174255
epoch time: 8.8016920090s, input_fired_time: 0.1428939253, output_fired_time: 0.0000000000, propagate_forward_time: 8.2739162445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848819733
validation[          , genome  7140] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       796.88379, best error:       735.61914 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.9415969849s, input_fired_time: 1.3684015274, output_fired_time: 0.8315126300, propagate_forward_time: 41.5238761902, propagate_backward_time: 60.9478492737, weight_update_time: 0.1147561595, other_time: 2.2699584961
epoch time: 8.9007482529s, input_fired_time: 0.1491766125, output_fired_time: 0.0000000000, propagate_forward_time: 8.3672685623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843030930
validation[          , genome  7140] predictions:    9681/  10000 (96.81%), best:    9771/10000 (97.71%), error:       988.70160, best error:       735.61914 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 106.8271102905s, input_fired_time: 1.3706482649, output_fired_time: 0.8300014138, propagate_forward_time: 41.4405632019, propagate_backward_time: 60.9256744385, weight_update_time: 0.1146045923, other_time: 2.2602195740
epoch time: 8.8300647736s, input_fired_time: 0.1458445787, output_fired_time: 0.0000000000, propagate_forward_time: 8.2988433838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853769302
validation[          , genome  7140] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       726.79456, best error:       726.79456 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.1622009277s, input_fired_time: 1.3761382103, output_fired_time: 0.8330493569, propagate_forward_time: 41.5841941833, propagate_backward_time: 61.0527763367, weight_update_time: 0.1151688620, other_time: 2.3160476685
epoch time: 8.8109874725s, input_fired_time: 0.1458629370, output_fired_time: 0.0000000000, propagate_forward_time: 8.2783994675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867254257
validation[          , genome  7140] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       836.17731, best error:       726.79456 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 106.8474426270s, input_fired_time: 1.3786902428, output_fired_time: 0.8333434463, propagate_forward_time: 41.4691963196, propagate_backward_time: 60.8674621582, weight_update_time: 0.1152184904, other_time: 2.2987480164
epoch time: 8.8208093643s, input_fired_time: 0.1463009417, output_fired_time: 0.0000000000, propagate_forward_time: 8.2832460403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912620544
validation[          , genome  7140] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       814.44159, best error:       726.79456 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.0350265503s, input_fired_time: 1.3871032000, output_fired_time: 0.8381671309, propagate_forward_time: 41.4866180420, propagate_backward_time: 60.9571418762, weight_update_time: 0.1169082299, other_time: 2.3660011292
epoch time: 8.8876047134s, input_fired_time: 0.1470493823, output_fired_time: 0.0000000000, propagate_forward_time: 8.3430175781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975381851
validation[          , genome  7140] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       706.28302, best error:       706.28302 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.4422683716s, input_fired_time: 1.3899097443, output_fired_time: 0.8404448032, propagate_forward_time: 41.7390708923, propagate_backward_time: 61.1604232788, weight_update_time: 0.1160044000, other_time: 2.3124198914
epoch time: 8.8123159409s, input_fired_time: 0.1463405192, output_fired_time: 0.0000000000, propagate_forward_time: 8.2796840668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862915039
validation[          , genome  7140] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       790.29211, best error:       706.28302 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.1106796265s, input_fired_time: 1.3871688843, output_fired_time: 0.8343196511, propagate_forward_time: 41.5804328918, propagate_backward_time: 61.0256729126, weight_update_time: 0.1152680740, other_time: 2.2830848694
epoch time: 8.8083953857s, input_fired_time: 0.1473401934, output_fired_time: 0.0000000000, propagate_forward_time: 8.2791385651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819169998
validation[          , genome  7140] predictions:    9778/  10000 (97.78%), best:    9782/10000 (97.82%), error:       733.01300, best error:       706.28302 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 106.7433166504s, input_fired_time: 1.3815022707, output_fired_time: 0.8315589428, propagate_forward_time: 41.4606323242, propagate_backward_time: 60.8095092773, weight_update_time: 0.1150187626, other_time: 2.2601165771
epoch time: 8.8113985062s, input_fired_time: 0.1469751000, output_fired_time: 0.0000000000, propagate_forward_time: 8.2792062759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852167130
validation[          , genome  7140] predictions:    9795/  10000 (97.95%), best:    9782/10000 (97.82%), error:       712.54456, best error:       706.28302 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.9024124146s, input_fired_time: 1.3877710104, output_fired_time: 0.8388976455, propagate_forward_time: 41.8815765381, propagate_backward_time: 61.4973869324, weight_update_time: 0.1160091981, other_time: 2.2967796326
epoch time: 8.8342294693s, input_fired_time: 0.1497232467, output_fired_time: 0.0000000000, propagate_forward_time: 8.2957048416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888015747
validation[          , genome  7140] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       654.10498, best error:       654.10498 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 106.9249267578s, input_fired_time: 1.3860641718, output_fired_time: 0.8325662613, propagate_forward_time: 41.4946746826, propagate_backward_time: 60.9206428528, weight_update_time: 0.1161858216, other_time: 2.2909812927
epoch time: 8.8272886276s, input_fired_time: 0.1478926539, output_fired_time: 0.0000000000, propagate_forward_time: 8.2919063568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874893188
validation[          , genome  7140] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       665.38953, best error:       654.10498 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.6587753296s, input_fired_time: 1.3977503777, output_fired_time: 0.8382124305, propagate_forward_time: 41.8356704712, propagate_backward_time: 61.3009567261, weight_update_time: 0.1163704917, other_time: 2.2861862183
epoch time: 8.8180770874s, input_fired_time: 0.1483724564, output_fired_time: 0.0000000000, propagate_forward_time: 8.2828989029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868055344
validation[          , genome  7140] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       723.11884, best error:       654.10498 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.3491668701s, input_fired_time: 1.3824393749, output_fired_time: 0.8370936513, propagate_forward_time: 41.6728324890, propagate_backward_time: 61.1793060303, weight_update_time: 0.1160933971, other_time: 2.2774925232
epoch time: 8.8084449768s, input_fired_time: 0.1465175748, output_fired_time: 0.0000000000, propagate_forward_time: 8.2814989090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804283142
validation[          , genome  7140] predictions:    9772/  10000 (97.72%), best:    9807/10000 (98.07%), error:       733.19293, best error:       654.10498 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 106.9403915405s, input_fired_time: 1.3976466656, output_fired_time: 0.8334352374, propagate_forward_time: 41.5425224304, propagate_backward_time: 60.9091796875, weight_update_time: 0.1155004725, other_time: 2.2576103210
epoch time: 8.8073225021s, input_fired_time: 0.1461140811, output_fired_time: 0.0000000000, propagate_forward_time: 8.2803869247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808212280
validation[          , genome  7140] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       767.93927, best error:       654.10498 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.0298080444s, input_fired_time: 1.3947156668, output_fired_time: 0.8365453482, propagate_forward_time: 41.5550880432, propagate_backward_time: 60.9847106934, weight_update_time: 0.1156010255, other_time: 2.2587471008
epoch time: 9.1136817932s, input_fired_time: 0.1565679759, output_fired_time: 0.0000000000, propagate_forward_time: 8.5516691208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054450989
validation[          , genome  7140] predictions:    9779/  10000 (97.79%), best:    9807/10000 (98.07%), error:       712.17047, best error:       654.10498 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.3365707397s, input_fired_time: 1.3929061890, output_fired_time: 0.8398793936, propagate_forward_time: 41.6466979980, propagate_backward_time: 61.1692047119, weight_update_time: 0.1154125929, other_time: 2.2878799438
epoch time: 8.8134117126s, input_fired_time: 0.1456521004, output_fired_time: 0.0000000000, propagate_forward_time: 8.2864685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812913895
validation[          , genome  7140] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       753.44440, best error:       654.10498 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 106.8064956665s, input_fired_time: 1.3944412470, output_fired_time: 0.8339374065, propagate_forward_time: 41.4378051758, propagate_backward_time: 60.8474731445, weight_update_time: 0.1147035807, other_time: 2.2928390503
epoch time: 8.8200826645s, input_fired_time: 0.1491723955, output_fired_time: 0.0000000000, propagate_forward_time: 8.2848968506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860130310
validation[          , genome  7140] predictions:    9727/  10000 (97.27%), best:    9807/10000 (98.07%), error:       882.61383, best error:       654.10498 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.7352981567s, input_fired_time: 1.3909872770, output_fired_time: 0.8340043426, propagate_forward_time: 41.4222030640, propagate_backward_time: 60.8175010681, weight_update_time: 0.1154052988, other_time: 2.2706031799
epoch time: 8.8339385986s, input_fired_time: 0.1497265249, output_fired_time: 0.0000000000, propagate_forward_time: 8.2985525131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856592178
validation[          , genome  7140] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       571.29913, best error:       571.29913 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.0338363647s, input_fired_time: 1.3949774504, output_fired_time: 0.8380863070, propagate_forward_time: 41.5265235901, propagate_backward_time: 60.9976501465, weight_update_time: 0.1156037375, other_time: 2.2765998840
epoch time: 8.8158464432s, input_fired_time: 0.1482982039, output_fired_time: 0.0000000000, propagate_forward_time: 8.2840337753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835144043
validation[          , genome  7140] predictions:    9784/  10000 (97.84%), best:    9836/10000 (98.36%), error:       673.87439, best error:       571.29913 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 106.9274978638s, input_fired_time: 1.3906494379, output_fired_time: 0.8369924426, propagate_forward_time: 41.4694557190, propagate_backward_time: 60.9613037109, weight_update_time: 0.1153039932, other_time: 2.2691001892
epoch time: 8.8178138733s, input_fired_time: 0.1485651433, output_fired_time: 0.0000000000, propagate_forward_time: 8.2847976685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844509125
validation[          , genome  7140] predictions:    9748/  10000 (97.48%), best:    9836/10000 (98.36%), error:       858.33813, best error:       571.29913 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 107.3759613037s, input_fired_time: 1.3997012377, output_fired_time: 0.8391222954, propagate_forward_time: 41.6768531799, propagate_backward_time: 61.1552352905, weight_update_time: 0.1153368503, other_time: 2.3050498962
epoch time: 8.8215303421s, input_fired_time: 0.1482697129, output_fired_time: 0.0000000000, propagate_forward_time: 8.2822618484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909988403
validation[          , genome  7140] predictions:    9802/  10000 (98.02%), best:    9836/10000 (98.36%), error:       628.64368, best error:       571.29913 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.0943450928s, input_fired_time: 1.3904412985, output_fired_time: 0.8400833607, propagate_forward_time: 41.5765304565, propagate_backward_time: 60.9963035583, weight_update_time: 0.1148009673, other_time: 2.2909889221
epoch time: 8.9330387115s, input_fired_time: 0.1484262645, output_fired_time: 0.0000000000, propagate_forward_time: 8.3999195099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846931458
validation[          , genome  7140] predictions:    9783/  10000 (97.83%), best:    9836/10000 (98.36%), error:       681.97583, best error:       571.29913 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 106.8626708984s, input_fired_time: 1.3959155083, output_fired_time: 0.8362637758, propagate_forward_time: 41.4341316223, propagate_backward_time: 60.8796005249, weight_update_time: 0.1156397089, other_time: 2.3167610168
epoch time: 8.8151559830s, input_fired_time: 0.1474529803, output_fired_time: 0.0000000000, propagate_forward_time: 8.2829160690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847866058
validation[          , genome  7140] predictions:    9822/  10000 (98.22%), best:    9836/10000 (98.36%), error:       620.39795, best error:       571.29913 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 106.9709320068s, input_fired_time: 1.3873131275, output_fired_time: 0.8361137509, propagate_forward_time: 41.5202713013, propagate_backward_time: 60.9525947571, weight_update_time: 0.1156088710, other_time: 2.2746391296
epoch time: 8.8952684402s, input_fired_time: 0.1513780951, output_fired_time: 0.0000000000, propagate_forward_time: 8.3485021591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953886032
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       641.06873, best error:       571.29913 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 106.9547500610s, input_fired_time: 1.3873254061, output_fired_time: 0.8353225589, propagate_forward_time: 41.5113449097, propagate_backward_time: 60.9518165588, weight_update_time: 0.1153086498, other_time: 2.2689399719
epoch time: 8.8817949295s, input_fired_time: 0.1502513289, output_fired_time: 0.0000000000, propagate_forward_time: 8.3421583176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893852234
validation[          , genome  7140] predictions:    9813/  10000 (98.13%), best:    9836/10000 (98.36%), error:       647.58398, best error:       571.29913 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.3372650146s, input_fired_time: 1.3726073503, output_fired_time: 0.8415474296, propagate_forward_time: 41.6178207397, propagate_backward_time: 61.2473335266, weight_update_time: 0.1154835075, other_time: 2.2579612732
epoch time: 8.8622322083s, input_fired_time: 0.1455670148, output_fired_time: 0.0000000000, propagate_forward_time: 8.3346948624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819704056
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       643.08972, best error:       571.29913 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 106.8178329468s, input_fired_time: 1.3803741932, output_fired_time: 0.8348533511, propagate_forward_time: 41.4657402039, propagate_backward_time: 60.8609275818, weight_update_time: 0.1148338616, other_time: 2.2759399414
epoch time: 8.8106527328s, input_fired_time: 0.1456805617, output_fired_time: 0.0000000000, propagate_forward_time: 8.2793540955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856182098
validation[          , genome  7140] predictions:    9777/  10000 (97.77%), best:    9836/10000 (98.36%), error:       758.79150, best error:       571.29913 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.0007629395s, input_fired_time: 1.3963962793, output_fired_time: 0.8334859610, propagate_forward_time: 41.5596084595, propagate_backward_time: 60.9371566772, weight_update_time: 0.1151002645, other_time: 2.2741165161
epoch time: 8.8119077682s, input_fired_time: 0.1483414173, output_fired_time: 0.0000000000, propagate_forward_time: 8.2852106094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783559799
validation[          , genome  7140] predictions:    9789/  10000 (97.89%), best:    9836/10000 (98.36%), error:       713.25787, best error:       571.29913 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 106.8780136108s, input_fired_time: 1.3945109844, output_fired_time: 0.8355476856, propagate_forward_time: 41.4577445984, propagate_backward_time: 60.9354743958, weight_update_time: 0.1146426797, other_time: 2.2547378540
epoch time: 8.8097276688s, input_fired_time: 0.1490857601, output_fired_time: 0.0000000000, propagate_forward_time: 8.2815980911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790435791
validation[          , genome  7140] predictions:    9795/  10000 (97.95%), best:    9836/10000 (98.36%), error:       657.41956, best error:       571.29913 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.5463638306s, input_fired_time: 1.4020049572, output_fired_time: 0.8383211493, propagate_forward_time: 41.7653312683, propagate_backward_time: 61.2800292969, weight_update_time: 0.1155668646, other_time: 2.2606773376
epoch time: 8.8223381042s, input_fired_time: 0.1499514282, output_fired_time: 0.0000000000, propagate_forward_time: 8.2906703949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817167282
validation[          , genome  7140] predictions:    9780/  10000 (97.80%), best:    9836/10000 (98.36%), error:       709.74457, best error:       571.29913 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.0697250366s, input_fired_time: 1.4039008617, output_fired_time: 0.8369717002, propagate_forward_time: 41.5574150085, propagate_backward_time: 61.0101623535, weight_update_time: 0.1146922484, other_time: 2.2612724304
epoch time: 8.8148727417s, input_fired_time: 0.1507618278, output_fired_time: 0.0000000000, propagate_forward_time: 8.2821846008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819265366
validation[          , genome  7140] predictions:    9806/  10000 (98.06%), best:    9836/10000 (98.36%), error:       662.80713, best error:       571.29913 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.1969985962s, input_fired_time: 1.4010069370, output_fired_time: 0.8358980417, propagate_forward_time: 41.6122016907, propagate_backward_time: 61.0801925659, weight_update_time: 0.1146604568, other_time: 2.2676963806
epoch time: 8.8175725937s, input_fired_time: 0.1507575512, output_fired_time: 0.0000000000, propagate_forward_time: 8.2825765610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842382431
validation[          , genome  7140] predictions:    9802/  10000 (98.02%), best:    9836/10000 (98.36%), error:       637.93732, best error:       571.29913 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 106.7241592407s, input_fired_time: 1.4015781879, output_fired_time: 0.8321002126, propagate_forward_time: 41.4404411316, propagate_backward_time: 60.7953720093, weight_update_time: 0.1143305376, other_time: 2.2546653748
epoch time: 8.8336496353s, input_fired_time: 0.1512746066, output_fired_time: 0.0000000000, propagate_forward_time: 8.2950229645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873519897
validation[          , genome  7140] predictions:    9818/  10000 (98.18%), best:    9836/10000 (98.36%), error:       596.65857, best error:       571.29913 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.3232116699s, input_fired_time: 1.4090112448, output_fired_time: 0.8374748230, propagate_forward_time: 41.6399002075, propagate_backward_time: 61.1419334412, weight_update_time: 0.1161561757, other_time: 2.2948875427
epoch time: 8.8172216415s, input_fired_time: 0.1502954960, output_fired_time: 0.0000000000, propagate_forward_time: 8.2838459015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830804825
validation[          , genome  7140] predictions:    9799/  10000 (97.99%), best:    9836/10000 (98.36%), error:       658.18127, best error:       571.29913 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 106.8286819458s, input_fired_time: 1.3990857601, output_fired_time: 0.8329288363, propagate_forward_time: 41.4529685974, propagate_backward_time: 60.8882942200, weight_update_time: 0.1165871620, other_time: 2.2554016113
epoch time: 8.8196868896s, input_fired_time: 0.1515260488, output_fired_time: 0.0000000000, propagate_forward_time: 8.2845802307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835802078
validation[          , genome  7140] predictions:    9756/  10000 (97.56%), best:    9836/10000 (98.36%), error:       778.82477, best error:       571.29913 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.1274108887s, input_fired_time: 1.4089112282, output_fired_time: 0.8350099921, propagate_forward_time: 41.5905189514, propagate_backward_time: 61.0186386108, weight_update_time: 0.1168452129, other_time: 2.2743339539
epoch time: 8.8135843277s, input_fired_time: 0.1492964923, output_fired_time: 0.0000000000, propagate_forward_time: 8.2827043533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815832138
validation[          , genome  7140] predictions:    9803/  10000 (98.03%), best:    9836/10000 (98.36%), error:       642.45953, best error:       571.29913 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.9349288940s, input_fired_time: 1.4001226425, output_fired_time: 0.8347244859, propagate_forward_time: 41.5054893494, propagate_backward_time: 60.9397506714, weight_update_time: 0.1159396172, other_time: 2.2548408508
epoch time: 8.8180198669s, input_fired_time: 0.1521185786, output_fired_time: 0.0000000000, propagate_forward_time: 8.2832736969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826274872
validation[          , genome  7140] predictions:    9767/  10000 (97.67%), best:    9836/10000 (98.36%), error:       790.45941, best error:       571.29913 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.9979019165s, input_fired_time: 1.4069226980, output_fired_time: 0.8351926804, propagate_forward_time: 41.5117416382, propagate_backward_time: 60.9563827515, weight_update_time: 0.1149820983, other_time: 2.2876663208
epoch time: 8.8185434341s, input_fired_time: 0.1507751942, output_fired_time: 0.0000000000, propagate_forward_time: 8.2839021683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838663101
validation[          , genome  7140] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       652.80109, best error:       571.29913 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 106.9590759277s, input_fired_time: 1.4078251123, output_fired_time: 0.8334951401, propagate_forward_time: 41.5241661072, propagate_backward_time: 60.9234848022, weight_update_time: 0.1154635176, other_time: 2.2701072693
epoch time: 8.8592767715s, input_fired_time: 0.1535488516, output_fired_time: 0.0000000000, propagate_forward_time: 8.3179855347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877420425
validation[          , genome  7140] predictions:    9800/  10000 (98.00%), best:    9836/10000 (98.36%), error:       702.45013, best error:       571.29913 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 106.7478408813s, input_fired_time: 1.4056363106, output_fired_time: 0.8320960999, propagate_forward_time: 41.4276275635, propagate_backward_time: 60.8445014954, weight_update_time: 0.1150747463, other_time: 2.2379722595
epoch time: 8.8146133423s, input_fired_time: 0.1508959383, output_fired_time: 0.0000000000, propagate_forward_time: 8.2833738327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803434372
validation[          , genome  7140] predictions:    9769/  10000 (97.69%), best:    9836/10000 (98.36%), error:       754.45447, best error:       571.29913 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 106.7753295898s, input_fired_time: 1.4042834044, output_fired_time: 0.8334494829, propagate_forward_time: 41.4424667358, propagate_backward_time: 60.8358955383, weight_update_time: 0.1147703081, other_time: 2.2592353821
epoch time: 8.8134231567s, input_fired_time: 0.1492193341, output_fired_time: 0.0000000000, propagate_forward_time: 8.2844333649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797702789
validation[          , genome  7140] predictions:    9790/  10000 (97.90%), best:    9836/10000 (98.36%), error:       706.27747, best error:       571.29913 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 107.0250854492s, input_fired_time: 1.4057441950, output_fired_time: 0.8353627920, propagate_forward_time: 41.5495910645, propagate_backward_time: 60.9674835205, weight_update_time: 0.1150316596, other_time: 2.2668991089
epoch time: 8.8173570633s, input_fired_time: 0.1501743793, output_fired_time: 0.0000000000, propagate_forward_time: 8.2867279053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804550171
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       627.00983, best error:       571.29913 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.0020828247s, input_fired_time: 1.4017318487, output_fired_time: 0.8352015615, propagate_forward_time: 41.5168571472, propagate_backward_time: 60.9734725952, weight_update_time: 0.1150224805, other_time: 2.2748146057
epoch time: 8.8248720169s, input_fired_time: 0.1522789001, output_fired_time: 0.0000000000, propagate_forward_time: 8.2842016220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883914948
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       610.52142, best error:       571.29913 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 106.8890838623s, input_fired_time: 1.3995692730, output_fired_time: 0.8344581723, propagate_forward_time: 41.4965705872, propagate_backward_time: 60.8732185364, weight_update_time: 0.1158488020, other_time: 2.2852706909
epoch time: 8.8253574371s, input_fired_time: 0.1504950076, output_fired_time: 0.0000000000, propagate_forward_time: 8.2844982147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903646469
validation[          , genome  7140] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       655.50677, best error:       571.29913 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 107.4156799316s, input_fired_time: 1.3976256847, output_fired_time: 0.8371793628, propagate_forward_time: 41.6807327271, propagate_backward_time: 61.2212791443, weight_update_time: 0.1153441370, other_time: 2.2788581848
epoch time: 8.8113784790s, input_fired_time: 0.1505378038, output_fired_time: 0.0000000000, propagate_forward_time: 8.2808189392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800220490
validation[          , genome  7140] predictions:    9798/  10000 (97.98%), best:    9836/10000 (98.36%), error:       697.26990, best error:       571.29913 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.7905807495s, input_fired_time: 1.3839087486, output_fired_time: 0.8338552713, propagate_forward_time: 41.4358825684, propagate_backward_time: 60.8955574036, weight_update_time: 0.1152509004, other_time: 2.2413749695
epoch time: 8.8095483780s, input_fired_time: 0.1500134021, output_fired_time: 0.0000000000, propagate_forward_time: 8.2798318863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797035217
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       636.22327, best error:       571.29913 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 106.8018798828s, input_fired_time: 1.3836116791, output_fired_time: 0.8340103626, propagate_forward_time: 41.4333038330, propagate_backward_time: 60.9203376770, weight_update_time: 0.1152818203, other_time: 2.2306175232
epoch time: 8.8347034454s, input_fired_time: 0.1501351446, output_fired_time: 0.0000000000, propagate_forward_time: 8.3020906448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824777603
validation[          , genome  7140] predictions:    9814/  10000 (98.14%), best:    9836/10000 (98.36%), error:       612.64160, best error:       571.29913 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 106.9483947754s, input_fired_time: 1.4034049511, output_fired_time: 0.8333544135, propagate_forward_time: 41.5475425720, propagate_backward_time: 60.9301300049, weight_update_time: 0.1156090423, other_time: 2.2339668274
epoch time: 8.8129882812s, input_fired_time: 0.1512859613, output_fired_time: 0.0000000000, propagate_forward_time: 8.2810049057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806972504
validation[          , genome  7140] predictions:    9784/  10000 (97.84%), best:    9836/10000 (98.36%), error:       692.73431, best error:       571.29913 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.0969543457s, input_fired_time: 1.4070016146, output_fired_time: 0.8354244232, propagate_forward_time: 41.5688591003, propagate_backward_time: 61.0189323425, weight_update_time: 0.1152247414, other_time: 2.2667312622
epoch time: 8.8200054169s, input_fired_time: 0.1512017101, output_fired_time: 0.0000000000, propagate_forward_time: 8.2855901718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832139969
validation[          , genome  7140] predictions:    9782/  10000 (97.82%), best:    9836/10000 (98.36%), error:       705.98242, best error:       571.29913 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 106.9997100830s, input_fired_time: 1.4103683233, output_fired_time: 0.8392419219, propagate_forward_time: 41.5153503418, propagate_backward_time: 60.9712066650, weight_update_time: 0.1149576157, other_time: 2.2635421753
epoch time: 8.8188686371s, input_fired_time: 0.1522630304, output_fired_time: 0.0000000000, propagate_forward_time: 8.2816963196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849096298
validation[          , genome  7140] predictions:    9793/  10000 (97.93%), best:    9836/10000 (98.36%), error:       725.17352, best error:       571.29913 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.3907241821s, input_fired_time: 1.4223743677, output_fired_time: 0.8374232054, propagate_forward_time: 41.6810302734, propagate_backward_time: 61.1790237427, weight_update_time: 0.1155729070, other_time: 2.2708740234
epoch time: 8.8278808594s, input_fired_time: 0.1549331993, output_fired_time: 0.0000000000, propagate_forward_time: 8.2877902985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851575851
validation[          , genome  7140] predictions:    9785/  10000 (97.85%), best:    9836/10000 (98.36%), error:       722.49854, best error:       571.29913 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.7819137573s, input_fired_time: 1.4228733778, output_fired_time: 0.8341825008, propagate_forward_time: 41.4307899475, propagate_backward_time: 60.8142127991, weight_update_time: 0.1161586419, other_time: 2.2798538208
epoch time: 8.8228721619s, input_fired_time: 0.1536529958, output_fired_time: 0.0000000000, propagate_forward_time: 8.2851867676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840322495
validation[          , genome  7140] predictions:    9783/  10000 (97.83%), best:    9836/10000 (98.36%), error:       732.19055, best error:       571.29913 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 106.8712005615s, input_fired_time: 1.4202946424, output_fired_time: 0.8360666633, propagate_forward_time: 41.4524230957, propagate_backward_time: 60.8832206726, weight_update_time: 0.1163502634, other_time: 2.2791938782
epoch time: 8.9302186966s, input_fired_time: 0.1569424570, output_fired_time: 0.0000000000, propagate_forward_time: 8.3718671799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014091492
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       670.44922, best error:       571.29913 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 106.7837448120s, input_fired_time: 1.4204677343, output_fired_time: 0.8341210485, propagate_forward_time: 41.4322013855, propagate_backward_time: 60.8077354431, weight_update_time: 0.1162017509, other_time: 2.2892150879
epoch time: 8.8330926895s, input_fired_time: 0.1554297507, output_fired_time: 0.0000000000, propagate_forward_time: 8.2864141464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912487030
validation[          , genome  7140] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       634.44476, best error:       571.29913 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 106.9133834839s, input_fired_time: 1.4225809574, output_fired_time: 0.8356212378, propagate_forward_time: 41.4884872437, propagate_backward_time: 60.8603057861, weight_update_time: 0.1159921959, other_time: 2.3063812256
epoch time: 8.8277711868s, input_fired_time: 0.1544981450, output_fired_time: 0.0000000000, propagate_forward_time: 8.2869825363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862905502
validation[          , genome  7140] predictions:    9806/  10000 (98.06%), best:    9836/10000 (98.36%), error:       640.68713, best error:       571.29913 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 106.9029922485s, input_fired_time: 1.4201593399, output_fired_time: 0.8402680755, propagate_forward_time: 41.4673843384, propagate_backward_time: 60.8765754700, weight_update_time: 0.1156450510, other_time: 2.2986030579
epoch time: 8.8216552734s, input_fired_time: 0.1530034840, output_fired_time: 0.0000000000, propagate_forward_time: 8.2855224609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831291199
validation[          , genome  7140] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       594.30859, best error:       571.29913 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.7631530762s, input_fired_time: 1.4194110632, output_fired_time: 0.8340674639, propagate_forward_time: 41.4329605103, propagate_backward_time: 60.8189544678, weight_update_time: 0.1155356914, other_time: 2.2577590942
epoch time: 8.8175430298s, input_fired_time: 0.1525551379, output_fired_time: 0.0000000000, propagate_forward_time: 8.2843017578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806858063
validation[          , genome  7140] predictions:    9791/  10000 (97.91%), best:    9836/10000 (98.36%), error:       673.65985, best error:       571.29913 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.4210205078s, input_fired_time: 1.4242092371, output_fired_time: 0.8422977924, propagate_forward_time: 41.7074851990, propagate_backward_time: 61.1994781494, weight_update_time: 0.1153010726, other_time: 2.2475471497
epoch time: 8.9502878189s, input_fired_time: 0.1539003104, output_fired_time: 0.0000000000, propagate_forward_time: 8.4124689102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839187622
validation[          , genome  7140] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       676.64679, best error:       571.29913 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 107.0693893433s, input_fired_time: 1.4207190275, output_fired_time: 0.8373227715, propagate_forward_time: 41.5374221802, propagate_backward_time: 61.0232887268, weight_update_time: 0.1153414175, other_time: 2.2506370544
epoch time: 8.8104934692s, input_fired_time: 0.1523884982, output_fired_time: 0.0000000000, propagate_forward_time: 8.2780008316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801040649
validation[          , genome  7140] predictions:    9791/  10000 (97.91%), best:    9836/10000 (98.36%), error:       704.76355, best error:       571.29913 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.3575744629s, input_fired_time: 1.4165683985, output_fired_time: 0.8371595740, propagate_forward_time: 41.6315116882, propagate_backward_time: 61.1851806641, weight_update_time: 0.1164457873, other_time: 2.2871589661
epoch time: 9.1529788971s, input_fired_time: 0.1566640884, output_fired_time: 0.0000000000, propagate_forward_time: 8.6009922028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953227997
validation[          , genome  7140] predictions:    9804/  10000 (98.04%), best:    9836/10000 (98.36%), error:       677.98175, best error:       571.29913 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 107.2880401611s, input_fired_time: 1.4178278446, output_fired_time: 0.8358578682, propagate_forward_time: 41.6350021362, propagate_backward_time: 61.1341438293, weight_update_time: 0.1154245809, other_time: 2.2652015686
epoch time: 8.8409347534s, input_fired_time: 0.1554104239, output_fired_time: 0.0000000000, propagate_forward_time: 8.2991476059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863763809
validation[          , genome  7140] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       623.70142, best error:       571.29913 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.9778366089s, input_fired_time: 1.4131635427, output_fired_time: 0.8336598873, propagate_forward_time: 41.5259513855, propagate_backward_time: 60.9606361389, weight_update_time: 0.1150731742, other_time: 2.2444305420
epoch time: 8.8275165558s, input_fired_time: 0.1539869308, output_fired_time: 0.0000000000, propagate_forward_time: 8.2920465469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814830780
validation[          , genome  7140] predictions:    9833/  10000 (98.33%), best:    9836/10000 (98.36%), error:       571.57983, best error:       571.29913 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 106.7297744751s, input_fired_time: 1.4055540562, output_fired_time: 0.8319537640, propagate_forward_time: 41.4079780579, propagate_backward_time: 60.8675918579, weight_update_time: 0.1161022335, other_time: 2.2166938782
epoch time: 8.8053874969s, input_fired_time: 0.1509235948, output_fired_time: 0.0000000000, propagate_forward_time: 8.2780237198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764400482
validation[          , genome  7140] predictions:    9826/  10000 (98.26%), best:    9836/10000 (98.36%), error:       596.42804, best error:       571.29913 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 106.8795166016s, input_fired_time: 1.4069650173, output_fired_time: 0.8324076533, propagate_forward_time: 41.4877662659, propagate_backward_time: 60.9420928955, weight_update_time: 0.1152392849, other_time: 2.2102851868
epoch time: 8.7988100052s, input_fired_time: 0.1488623023, output_fired_time: 0.0000000000, propagate_forward_time: 8.2743282318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756198883
validation[          , genome  7140] predictions:    9752/  10000 (97.52%), best:    9836/10000 (98.36%), error:       803.29297, best error:       571.29913 on epoch:    39, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 106.8545608521s, input_fired_time: 1.4172362089, output_fired_time: 0.8332390785, propagate_forward_time: 41.4516830444, propagate_backward_time: 60.9171333313, weight_update_time: 0.1153628826, other_time: 2.2352714539
epoch time: 8.8111763000s, input_fired_time: 0.1525160819, output_fired_time: 0.0000000000, propagate_forward_time: 8.2780303955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806295395
validation[          , genome  7140] predictions:    9826/  10000 (98.26%), best:    9836/10000 (98.36%), error:       629.77631, best error:       571.29913 on epoch:    39, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.8141021729s, input_fired_time: 1.4192268848, output_fired_time: 0.8347739577, propagate_forward_time: 41.4256134033, propagate_backward_time: 60.8715095520, weight_update_time: 0.1155305207, other_time: 2.2629814148
epoch time: 8.8207626343s, input_fired_time: 0.1534629613, output_fired_time: 0.0000000000, propagate_forward_time: 8.2830133438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842859268
validation[          , genome  7140] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       619.16718, best error:       571.29913 on epoch:    39, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.7497558594s, input_fired_time: 1.4127113819, output_fired_time: 0.8351726532, propagate_forward_time: 41.4266166687, propagate_backward_time: 60.8294944763, weight_update_time: 0.1149692535, other_time: 2.2457580566
epoch time: 8.8189420700s, input_fired_time: 0.1532991081, output_fired_time: 0.0000000000, propagate_forward_time: 8.2819671631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836755753
validation[          , genome  7140] predictions:    9775/  10000 (97.75%), best:    9836/10000 (98.36%), error:       715.69672, best error:       571.29913 on epoch:    39, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.1716003418s, input_fired_time: 1.4161694050, output_fired_time: 0.8375444412, propagate_forward_time: 41.5970077515, propagate_backward_time: 61.0551643372, weight_update_time: 0.1162164882, other_time: 2.2657127380
epoch time: 8.8831863403s, input_fired_time: 0.1561278552, output_fired_time: 0.0000000000, propagate_forward_time: 8.3415155411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855428696
validation[          , genome  7140] predictions:    9793/  10000 (97.93%), best:    9836/10000 (98.36%), error:       668.32410, best error:       571.29913 on epoch:    39, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 106.9597396851s, input_fired_time: 1.4143694639, output_fired_time: 0.8351734281, propagate_forward_time: 41.5311355591, propagate_backward_time: 60.9282684326, weight_update_time: 0.1156476885, other_time: 2.2507934570
epoch time: 8.8984041214s, input_fired_time: 0.1558649391, output_fired_time: 0.0000000000, propagate_forward_time: 8.3529920578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895473480
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       692.26044, best error:       571.29913 on epoch:    39, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 107.4815902710s, input_fired_time: 1.4194290638, output_fired_time: 0.8488204479, propagate_forward_time: 41.6997528076, propagate_backward_time: 61.2460899353, weight_update_time: 0.1158192754, other_time: 2.2674980164
epoch time: 8.9411363602s, input_fired_time: 0.1544323117, output_fired_time: 0.0000000000, propagate_forward_time: 8.4027051926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839988708
validation[          , genome  7140] predictions:    9803/  10000 (98.03%), best:    9836/10000 (98.36%), error:       630.17114, best error:       571.29913 on epoch:    39, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 108.8428726196s, input_fired_time: 1.4268435240, output_fired_time: 0.8556628823, propagate_forward_time: 42.1673774719, propagate_backward_time: 62.1104507446, weight_update_time: 0.1168854758, other_time: 2.2825393677
epoch time: 8.8096628189s, input_fired_time: 0.1537886411, output_fired_time: 0.0000000000, propagate_forward_time: 8.2764549255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794193268
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       646.16943, best error:       571.29913 on epoch:    39, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 108.4110794067s, input_fired_time: 1.4248363972, output_fired_time: 0.8462620378, propagate_forward_time: 42.0115432739, propagate_backward_time: 61.8575820923, weight_update_time: 0.1166293174, other_time: 2.2708587646
epoch time: 8.8128538132s, input_fired_time: 0.1518291235, output_fired_time: 0.0000000000, propagate_forward_time: 8.2768239975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842010498
validation[          , genome  7140] predictions:    9809/  10000 (98.09%), best:    9836/10000 (98.36%), error:       659.46973, best error:       571.29913 on epoch:    39, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 106.7168579102s, input_fired_time: 1.4164612293, output_fired_time: 0.8317818046, propagate_forward_time: 41.4128150940, propagate_backward_time: 60.8070144653, weight_update_time: 0.1148765087, other_time: 2.2487907410
epoch time: 8.8152189255s, input_fired_time: 0.1542122066, output_fired_time: 0.0000000000, propagate_forward_time: 8.2803001404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807067871
validation[          , genome  7140] predictions:    9785/  10000 (97.85%), best:    9836/10000 (98.36%), error:       705.70325, best error:       571.29913 on epoch:    39, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 106.6842727661s, input_fired_time: 1.4158021212, output_fired_time: 0.8327715993, propagate_forward_time: 41.4033966064, propagate_backward_time: 60.7999267578, weight_update_time: 0.1154466048, other_time: 2.2323760986
epoch time: 8.8064317703s, input_fired_time: 0.1515740454, output_fired_time: 0.0000000000, propagate_forward_time: 8.2784099579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764476776
validation[          , genome  7140] predictions:    9818/  10000 (98.18%), best:    9836/10000 (98.36%), error:       613.46228, best error:       571.29913 on epoch:    39, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 106.6862106323s, input_fired_time: 1.4121192694, output_fired_time: 0.8305082917, propagate_forward_time: 41.4060745239, propagate_backward_time: 60.8200531006, weight_update_time: 0.1151782200, other_time: 2.2174606323
epoch time: 8.8948411942s, input_fired_time: 0.1541128606, output_fired_time: 0.0000000000, propagate_forward_time: 8.3494606018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912677765
validation[          , genome  7140] predictions:    9825/  10000 (98.25%), best:    9836/10000 (98.36%), error:       604.22803, best error:       571.29913 on epoch:    39, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.6959838867s, input_fired_time: 1.4144899845, output_fired_time: 0.8312450647, propagate_forward_time: 41.4130249023, propagate_backward_time: 60.8266220093, weight_update_time: 0.1152102277, other_time: 2.2106018066
epoch time: 8.8261661530s, input_fired_time: 0.1552660465, output_fired_time: 0.0000000000, propagate_forward_time: 8.2893924713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815078735
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       629.66907, best error:       571.29913 on epoch:    39, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 106.7036743164s, input_fired_time: 1.4169483185, output_fired_time: 0.8306213617, propagate_forward_time: 41.4121055603, propagate_backward_time: 60.8200988770, weight_update_time: 0.1153104380, other_time: 2.2239036560
epoch time: 8.8176088333s, input_fired_time: 0.1539398581, output_fired_time: 0.0000000000, propagate_forward_time: 8.2806520462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830165863
validation[          , genome  7140] predictions:    9802/  10000 (98.02%), best:    9836/10000 (98.36%), error:       675.33990, best error:       571.29913 on epoch:    39, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 106.9383926392s, input_fired_time: 1.4209978580, output_fired_time: 0.8314959407, propagate_forward_time: 41.5163459778, propagate_backward_time: 60.9349975586, weight_update_time: 0.1157971770, other_time: 2.2345542908
epoch time: 8.8833904266s, input_fired_time: 0.1563955098, output_fired_time: 0.0000000000, propagate_forward_time: 8.3394823074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875122070
validation[          , genome  7140] predictions:    9788/  10000 (97.88%), best:    9836/10000 (98.36%), error:       655.25977, best error:       571.29913 on epoch:    39, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.9605102539s, input_fired_time: 1.4225271940, output_fired_time: 0.8326384425, propagate_forward_time: 41.5157966614, propagate_backward_time: 60.9556770325, weight_update_time: 0.1155630872, other_time: 2.2338714600
epoch time: 8.8084926605s, input_fired_time: 0.1538639814, output_fired_time: 0.0000000000, propagate_forward_time: 8.2769966125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776321411
validation[          , genome  7140] predictions:    9826/  10000 (98.26%), best:    9836/10000 (98.36%), error:       610.82819, best error:       571.29913 on epoch:    39, 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: 44.1351623535s, input_fired_time: 0.7363016605, output_fired_time: 0.0000000000, propagate_forward_time: 41.4514045715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9474563599
best training[          , genome  7140] predictions:   49645/  50000 (99.29%), best:    9836/10000 (98.36%), error:      1338.05176, best error:       571.29913 on epoch:    39, 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: 8.8036718369s, input_fired_time: 0.1424047351, output_fired_time: 0.0000000000, propagate_forward_time: 8.2764253616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848419189
   testing[          , genome  7140] predictions:    9821/  10000 (98.21%), best:    9836/10000 (98.36%), error:       544.46515, best error:       571.29913 on epoch:    39, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:55:40 (5915): called boinc_finish(0)

</stderr_txt>
]]>