Nameexact_genome_1512568488_43_7115_0
Workunit2606861
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:20 UTC
Report deadline17 Dec 2017, 16:28:45 UTC
Received8 Dec 2017, 11:53:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 34 min 32 sec
CPU time3 hours 28 min 56 sec
Validate stateValid
Credit2,420.91
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size122.41 MB
Peak swap size2,589.43 MB
Peak disk usage1.20 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 119.0662002563s, input_fired_time: 0.7529261708, output_fired_time: 0.5354739428, propagate_forward_time: 36.7503318787, propagate_backward_time: 79.0674209595, weight_update_time: 0.1264090836, other_time: 1.9600448608
epoch time: 7.9152498245s, input_fired_time: 0.0976782143, output_fired_time: 0.0000000000, propagate_forward_time: 7.4535779953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639936447
validation[          , genome  7115] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       848.06360, best error:       814.06573 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 118.8987808228s, input_fired_time: 0.7437241077, output_fired_time: 0.5249714851, propagate_forward_time: 36.7113761902, propagate_backward_time: 78.9399948120, weight_update_time: 0.1270936430, other_time: 1.9787216187
epoch time: 7.7856163979s, input_fired_time: 0.0966599137, output_fired_time: 0.0000000000, propagate_forward_time: 7.3240113258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649449348
validation[          , genome  7115] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       894.24139, best error:       814.06573 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.0920639038s, input_fired_time: 0.7471535802, output_fired_time: 0.5324685574, propagate_forward_time: 36.8192481995, propagate_backward_time: 79.0246963501, weight_update_time: 0.1259432733, other_time: 1.9684982300
epoch time: 7.7937283516s, input_fired_time: 0.1001487374, output_fired_time: 0.0000000000, propagate_forward_time: 7.3411660194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524136543
validation[          , genome  7115] predictions:    9699/  10000 (96.99%), best:    9762/10000 (97.62%), error:      1026.19495, best error:       814.06573 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.2813873291s, input_fired_time: 0.7553814650, output_fired_time: 0.5301839113, propagate_forward_time: 36.8121376038, propagate_backward_time: 79.2121582031, weight_update_time: 0.1259884238, other_time: 1.9715270996
epoch time: 7.7958741188s, input_fired_time: 0.0980410874, output_fired_time: 0.0000000000, propagate_forward_time: 7.3443527222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534803391
validation[          , genome  7115] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       804.58185, best error:       804.58185 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 118.8966979980s, input_fired_time: 0.7504749894, output_fired_time: 0.5330268145, propagate_forward_time: 36.6756439209, propagate_backward_time: 78.9588623047, weight_update_time: 0.1286233962, other_time: 1.9786911011
epoch time: 7.7542634010s, input_fired_time: 0.0990436599, output_fired_time: 0.0000000000, propagate_forward_time: 7.2969784737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582410812
validation[          , genome  7115] predictions:    9739/  10000 (97.39%), best:    9763/10000 (97.63%), error:       870.86249, best error:       804.58185 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 119.2171173096s, input_fired_time: 0.7608608603, output_fired_time: 0.5342761278, propagate_forward_time: 36.6897888184, propagate_backward_time: 79.2576065063, weight_update_time: 0.1276077181, other_time: 1.9745788574
epoch time: 7.8756442070s, input_fired_time: 0.0976573005, output_fired_time: 0.0000000000, propagate_forward_time: 7.4164066315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615803719
validation[          , genome  7115] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       785.32623, best error:       785.32623 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 118.8795166016s, input_fired_time: 0.7435525060, output_fired_time: 0.5309448838, propagate_forward_time: 36.6344184875, propagate_backward_time: 79.0148925781, weight_update_time: 0.1278816909, other_time: 1.9557037354
epoch time: 7.7987604141s, input_fired_time: 0.1022478417, output_fired_time: 0.0000000000, propagate_forward_time: 7.3362579346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602547646
validation[          , genome  7115] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       782.06604, best error:       782.06604 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.1478347778s, input_fired_time: 0.7556174397, output_fired_time: 0.5292353630, propagate_forward_time: 36.8066635132, propagate_backward_time: 79.0866851807, weight_update_time: 0.1255524606, other_time: 1.9696350098
epoch time: 7.6955542564s, input_fired_time: 0.0966217369, output_fired_time: 0.0000000000, propagate_forward_time: 7.2450885773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538441658
validation[          , genome  7115] predictions:    9452/  10000 (94.52%), best:    9762/10000 (97.62%), error:      1758.66064, best error:       782.06604 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.2896881104s, input_fired_time: 0.7447338104, output_fired_time: 0.5371415615, propagate_forward_time: 36.7742424011, propagate_backward_time: 79.2636947632, weight_update_time: 0.1257971674, other_time: 1.9698715210
epoch time: 7.8276891708s, input_fired_time: 0.1026770920, output_fired_time: 0.0000000000, propagate_forward_time: 7.3646836281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603286743
validation[          , genome  7115] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       751.81470, best error:       751.81470 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 118.8237457275s, input_fired_time: 0.7544089556, output_fired_time: 0.5284350514, propagate_forward_time: 36.7149276733, propagate_backward_time: 78.8664169312, weight_update_time: 0.1278884411, other_time: 1.9595565796
epoch time: 7.8583278656s, input_fired_time: 0.0993543416, output_fired_time: 0.0000000000, propagate_forward_time: 7.4069857597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519878387
validation[          , genome  7115] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       847.27570, best error:       751.81470 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.5182647705s, input_fired_time: 0.7436768413, output_fired_time: 0.5438814759, propagate_forward_time: 36.8610687256, propagate_backward_time: 79.3835220337, weight_update_time: 0.1307106018, other_time: 1.9861145020
epoch time: 7.7784595490s, input_fired_time: 0.0956129581, output_fired_time: 0.0000000000, propagate_forward_time: 7.3193321228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635144234
validation[          , genome  7115] predictions:    9713/  10000 (97.13%), best:    9787/10000 (97.87%), error:       885.03333, best error:       751.81470 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.9520034790s, input_fired_time: 0.7434256077, output_fired_time: 0.5294324756, propagate_forward_time: 36.6829147339, propagate_backward_time: 79.0515747070, weight_update_time: 0.1267670095, other_time: 1.9446563721
epoch time: 7.8158507347s, input_fired_time: 0.0967676267, output_fired_time: 0.0000000000, propagate_forward_time: 7.3597798347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593034744
validation[          , genome  7115] predictions:    9749/  10000 (97.49%), best:    9787/10000 (97.87%), error:       776.74158, best error:       751.81470 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.1628494263s, input_fired_time: 0.7482903004, output_fired_time: 0.5286278725, propagate_forward_time: 36.8340950012, propagate_backward_time: 79.0904159546, weight_update_time: 0.1260215938, other_time: 1.9614181519
epoch time: 7.8108673096s, input_fired_time: 0.1003349423, output_fired_time: 0.0000000000, propagate_forward_time: 7.3504252434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601069450
validation[          , genome  7115] predictions:    9740/  10000 (97.40%), best:    9787/10000 (97.87%), error:       809.47870, best error:       751.81470 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 119.1758575439s, input_fired_time: 0.7588911653, output_fired_time: 0.5274797678, propagate_forward_time: 36.7632789612, propagate_backward_time: 79.1631088257, weight_update_time: 0.1264754981, other_time: 1.9630966187
epoch time: 7.7886505127s, input_fired_time: 0.1015295684, output_fired_time: 0.0000000000, propagate_forward_time: 7.3313779831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557429314
validation[          , genome  7115] predictions:    9766/  10000 (97.66%), best:    9787/10000 (97.87%), error:       756.64331, best error:       751.81470 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.0290145874s, input_fired_time: 0.7569115758, output_fired_time: 0.5275194645, propagate_forward_time: 36.7857360840, propagate_backward_time: 78.9984436035, weight_update_time: 0.1260509491, other_time: 1.9604034424
epoch time: 7.7994432449s, input_fired_time: 0.1002194509, output_fired_time: 0.0000000000, propagate_forward_time: 7.3456897736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535342216
validation[          , genome  7115] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       812.39728, best error:       751.81470 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.3979568481s, input_fired_time: 0.7602163553, output_fired_time: 0.5274230838, propagate_forward_time: 36.8841209412, propagate_backward_time: 79.2670135498, weight_update_time: 0.1289235353, other_time: 1.9591827393
epoch time: 7.7280931473s, input_fired_time: 0.0988390297, output_fired_time: 0.0000000000, propagate_forward_time: 7.2707562447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584980965
validation[          , genome  7115] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       744.11157, best error:       744.11157 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.2454833984s, input_fired_time: 0.7601110935, output_fired_time: 0.5345463157, propagate_forward_time: 36.7838935852, propagate_backward_time: 79.1911697388, weight_update_time: 0.1279117614, other_time: 1.9757614136
epoch time: 7.8266248703s, input_fired_time: 0.0967885256, output_fired_time: 0.0000000000, propagate_forward_time: 7.3740849495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557515144
validation[          , genome  7115] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       827.24298, best error:       744.11157 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.3684463501s, input_fired_time: 0.7548735738, output_fired_time: 0.5272529125, propagate_forward_time: 36.8284530640, propagate_backward_time: 79.2815933228, weight_update_time: 0.1373672485, other_time: 1.9762725830
epoch time: 7.7945837975s, input_fired_time: 0.0980608463, output_fired_time: 0.0000000000, propagate_forward_time: 7.3335924149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629302979
validation[          , genome  7115] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       824.71527, best error:       744.11157 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 119.1456298828s, input_fired_time: 0.7561520934, output_fired_time: 0.5288611650, propagate_forward_time: 36.7883911133, propagate_backward_time: 79.1083984375, weight_update_time: 0.1277643740, other_time: 1.9638290405
epoch time: 7.7637281418s, input_fired_time: 0.0983119458, output_fired_time: 0.0000000000, propagate_forward_time: 7.3084807396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569355011
validation[          , genome  7115] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       725.80884, best error:       725.80884 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 119.4070281982s, input_fired_time: 0.7512478828, output_fired_time: 0.5336679220, propagate_forward_time: 36.8356399536, propagate_backward_time: 79.3156890869, weight_update_time: 0.1268417686, other_time: 1.9707794189
epoch time: 7.7936220169s, input_fired_time: 0.0973696336, output_fired_time: 0.0000000000, propagate_forward_time: 7.3438453674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524069786
validation[          , genome  7115] predictions:    9735/  10000 (97.35%), best:    9777/10000 (97.77%), error:       873.45142, best error:       725.80884 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.0386047363s, input_fired_time: 0.7612056136, output_fired_time: 0.5317342877, propagate_forward_time: 36.7540016174, propagate_backward_time: 79.0189895630, weight_update_time: 0.1262837201, other_time: 1.9726791382
epoch time: 7.7951693535s, input_fired_time: 0.0989608988, output_fired_time: 0.0000000000, propagate_forward_time: 7.3372774124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589310646
validation[          , genome  7115] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       769.59290, best error:       725.80884 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.2716827393s, input_fired_time: 0.7584127188, output_fired_time: 0.5394334197, propagate_forward_time: 36.8678932190, propagate_backward_time: 79.1284790039, weight_update_time: 0.1280229837, other_time: 1.9774627686
epoch time: 7.7727460861s, input_fired_time: 0.0998809710, output_fired_time: 0.0000000000, propagate_forward_time: 7.3227853775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500795364
validation[          , genome  7115] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       766.93292, best error:       725.80884 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.0523529053s, input_fired_time: 0.7573516965, output_fired_time: 0.5276521444, propagate_forward_time: 36.7887306213, propagate_backward_time: 79.0243606567, weight_update_time: 0.1284287870, other_time: 1.9542617798
epoch time: 7.7678570747s, input_fired_time: 0.0984102860, output_fired_time: 0.0000000000, propagate_forward_time: 7.3163452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531017303
validation[          , genome  7115] predictions:    9713/  10000 (97.13%), best:    9777/10000 (97.77%), error:       927.45197, best error:       725.80884 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.8746948242s, input_fired_time: 0.7626610994, output_fired_time: 0.5296511054, propagate_forward_time: 36.7455444336, propagate_backward_time: 78.8818817139, weight_update_time: 0.1296959966, other_time: 1.9549560547
epoch time: 7.8261389732s, input_fired_time: 0.0969889984, output_fired_time: 0.0000000000, propagate_forward_time: 7.3704004288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587493896
validation[          , genome  7115] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       744.80341, best error:       725.80884 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.2553176880s, input_fired_time: 0.7529215217, output_fired_time: 0.5343542695, propagate_forward_time: 36.7732467651, propagate_backward_time: 79.2150955200, weight_update_time: 0.1268383265, other_time: 1.9796981812
epoch time: 7.8240804672s, input_fired_time: 0.1039089859, output_fired_time: 0.0000000000, propagate_forward_time: 7.3655261993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546452522
validation[          , genome  7115] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       698.09717, best error:       698.09717 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.6943511963s, input_fired_time: 0.7478321791, output_fired_time: 0.5410874486, propagate_forward_time: 36.6016006470, propagate_backward_time: 78.8311920166, weight_update_time: 0.1312880665, other_time: 1.9726409912
epoch time: 7.7978506088s, input_fired_time: 0.1000448540, output_fired_time: 0.0000000000, propagate_forward_time: 7.3346204758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631854057
validation[          , genome  7115] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       824.21838, best error:       698.09717 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.2043838501s, input_fired_time: 0.7546238303, output_fired_time: 0.5390594006, propagate_forward_time: 36.7453460693, propagate_backward_time: 79.1803970337, weight_update_time: 0.1296770573, other_time: 1.9849548340
epoch time: 7.8338913918s, input_fired_time: 0.0989705622, output_fired_time: 0.0000000000, propagate_forward_time: 7.3718862534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630347252
validation[          , genome  7115] predictions:    9784/  10000 (97.84%), best:    9785/10000 (97.85%), error:       717.93774, best error:       698.09717 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.0477294922s, input_fired_time: 0.7645978928, output_fired_time: 0.5270771384, propagate_forward_time: 36.7489967346, propagate_backward_time: 79.0452651978, weight_update_time: 0.1266187429, other_time: 1.9617996216
epoch time: 7.6588048935s, input_fired_time: 0.0973064452, output_fired_time: 0.0000000000, propagate_forward_time: 7.2096896172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518090248
validation[          , genome  7115] predictions:    9746/  10000 (97.46%), best:    9785/10000 (97.85%), error:       803.89545, best error:       698.09717 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.9744186401s, input_fired_time: 0.7490452528, output_fired_time: 0.5374475121, propagate_forward_time: 36.7061920166, propagate_backward_time: 79.0203094482, weight_update_time: 0.1257243752, other_time: 1.9614257812
epoch time: 7.7903385162s, input_fired_time: 0.0969157442, output_fired_time: 0.0000000000, propagate_forward_time: 7.3375816345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558411598
validation[          , genome  7115] predictions:    9738/  10000 (97.38%), best:    9785/10000 (97.85%), error:       864.66821, best error:       698.09717 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.2746353149s, input_fired_time: 0.7563660145, output_fired_time: 0.5293945670, propagate_forward_time: 36.7906227112, propagate_backward_time: 79.2316665649, weight_update_time: 0.1288546324, other_time: 1.9665908813
epoch time: 7.7277655602s, input_fired_time: 0.0986325443, output_fired_time: 0.0000000000, propagate_forward_time: 7.2752776146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538556099
validation[          , genome  7115] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       787.91644, best error:       698.09717 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 118.8695068359s, input_fired_time: 0.7619688511, output_fired_time: 0.5360405445, propagate_forward_time: 36.6650352478, propagate_backward_time: 78.9533920288, weight_update_time: 0.1259283423, other_time: 1.9530715942
epoch time: 7.7973647118s, input_fired_time: 0.1025227010, output_fired_time: 0.0000000000, propagate_forward_time: 7.3328151703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620266914
validation[          , genome  7115] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       752.52576, best error:       698.09717 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.8712005615s, input_fired_time: 0.7634834051, output_fired_time: 0.5317960978, propagate_forward_time: 36.9960937500, propagate_backward_time: 79.6016693115, weight_update_time: 0.1270046234, other_time: 1.9781570435
epoch time: 7.8202152252s, input_fired_time: 0.0974572077, output_fired_time: 0.0000000000, propagate_forward_time: 7.3674430847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553147316
validation[          , genome  7115] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       881.35870, best error:       698.09717 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 118.7367553711s, input_fired_time: 0.7538938522, output_fired_time: 0.5334534645, propagate_forward_time: 36.6334495544, propagate_backward_time: 78.8623046875, weight_update_time: 0.1267122626, other_time: 1.9536590576
epoch time: 7.7411727905s, input_fired_time: 0.0975084528, output_fired_time: 0.0000000000, propagate_forward_time: 7.2964377403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472266197
validation[          , genome  7115] predictions:    9739/  10000 (97.39%), best:    9785/10000 (97.85%), error:       779.54645, best error:       698.09717 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 119.0557556152s, input_fired_time: 0.7617250085, output_fired_time: 0.5353704691, propagate_forward_time: 36.6978683472, propagate_backward_time: 79.0946502686, weight_update_time: 0.1269657016, other_time: 1.9661407471
epoch time: 7.8930716515s, input_fired_time: 0.0989289135, output_fired_time: 0.0000000000, propagate_forward_time: 7.4358000755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583426476
validation[          , genome  7115] predictions:    9733/  10000 (97.33%), best:    9785/10000 (97.85%), error:       805.38208, best error:       698.09717 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 119.0780181885s, input_fired_time: 0.7706731558, output_fired_time: 0.5361471772, propagate_forward_time: 36.6836433411, propagate_backward_time: 79.1180343628, weight_update_time: 0.1317042112, other_time: 1.9695205688
epoch time: 7.8884673119s, input_fired_time: 0.1004957035, output_fired_time: 0.0000000000, propagate_forward_time: 7.4279327393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600387573
validation[          , genome  7115] predictions:    9707/  10000 (97.07%), best:    9785/10000 (97.85%), error:       912.95148, best error:       698.09717 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 118.9644241333s, input_fired_time: 0.7579173446, output_fired_time: 0.5287777781, propagate_forward_time: 36.7068176270, propagate_backward_time: 79.0024795532, weight_update_time: 0.1260566115, other_time: 1.9684295654
epoch time: 7.7638034821s, input_fired_time: 0.0980529860, output_fired_time: 0.0000000000, propagate_forward_time: 7.3113441467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544063568
validation[          , genome  7115] predictions:    9724/  10000 (97.24%), best:    9785/10000 (97.85%), error:       874.79498, best error:       698.09717 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 119.2578811646s, input_fired_time: 0.7697714567, output_fired_time: 0.5399441123, propagate_forward_time: 36.8147659302, propagate_backward_time: 79.1775360107, weight_update_time: 0.1322863400, other_time: 1.9558639526
epoch time: 7.7541160583s, input_fired_time: 0.0978006572, output_fired_time: 0.0000000000, propagate_forward_time: 7.2955613136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607540131
validation[          , genome  7115] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       697.30914, best error:       697.30914 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.9665908813s, input_fired_time: 0.7645810843, output_fired_time: 0.5273032188, propagate_forward_time: 36.7107620239, propagate_backward_time: 79.0083541870, weight_update_time: 0.1268015355, other_time: 1.9555892944
epoch time: 7.7500538826s, input_fired_time: 0.0997368842, output_fired_time: 0.0000000000, propagate_forward_time: 7.2971444130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531727791
validation[          , genome  7115] predictions:    9757/  10000 (97.57%), best:    9797/10000 (97.97%), error:       779.53589, best error:       697.30914 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 119.4155578613s, input_fired_time: 0.7629753947, output_fired_time: 0.5439952016, propagate_forward_time: 36.8381233215, propagate_backward_time: 79.3089523315, weight_update_time: 0.1275047660, other_time: 1.9615097046
epoch time: 7.8547582626s, input_fired_time: 0.0991687775, output_fired_time: 0.0000000000, propagate_forward_time: 7.3977961540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577933311
validation[          , genome  7115] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       771.79828, best error:       697.30914 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.2577590942s, input_fired_time: 0.7561680675, output_fired_time: 0.5357679725, propagate_forward_time: 36.7839469910, propagate_backward_time: 79.2060394287, weight_update_time: 0.1313333958, other_time: 1.9758453369
epoch time: 7.8273983002s, input_fired_time: 0.0994504988, output_fired_time: 0.0000000000, propagate_forward_time: 7.3734827042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544650078
validation[          , genome  7115] predictions:    9758/  10000 (97.58%), best:    9797/10000 (97.97%), error:       797.92883, best error:       697.30914 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 119.1061248779s, input_fired_time: 0.7541716099, output_fired_time: 0.5327211022, propagate_forward_time: 36.7414817810, propagate_backward_time: 79.1108474731, weight_update_time: 0.1257608086, other_time: 1.9668960571
epoch time: 7.8391366005s, input_fired_time: 0.1037381664, output_fired_time: 0.0000000000, propagate_forward_time: 7.3768935204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585047722
validation[          , genome  7115] predictions:    9770/  10000 (97.70%), best:    9797/10000 (97.97%), error:       821.05554, best error:       697.30914 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.0176086426s, input_fired_time: 0.7579180002, output_fired_time: 0.5311747193, propagate_forward_time: 36.7526130676, propagate_backward_time: 79.0102615356, weight_update_time: 0.1286339313, other_time: 1.9656448364
epoch time: 7.8215298653s, input_fired_time: 0.0998776183, output_fired_time: 0.0000000000, propagate_forward_time: 7.3703436852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513083458
validation[          , genome  7115] predictions:    9768/  10000 (97.68%), best:    9797/10000 (97.97%), error:       807.66644, best error:       697.30914 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 118.9092712402s, input_fired_time: 0.7614708543, output_fired_time: 0.5287219286, propagate_forward_time: 36.6709403992, propagate_backward_time: 78.9726486206, weight_update_time: 0.1272154450, other_time: 1.9754867554
epoch time: 7.7914118767s, input_fired_time: 0.0999345779, output_fired_time: 0.0000000000, propagate_forward_time: 7.3303656578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611116409
validation[          , genome  7115] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       717.80243, best error:       697.30914 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.1770019531s, input_fired_time: 0.7556720972, output_fired_time: 0.5274499655, propagate_forward_time: 36.7648544312, propagate_backward_time: 79.1594924927, weight_update_time: 0.1275195330, other_time: 1.9695358276
epoch time: 7.7838296890s, input_fired_time: 0.0985925868, output_fired_time: 0.0000000000, propagate_forward_time: 7.3298225403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554143906
validation[          , genome  7115] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       686.59943, best error:       686.59943 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.8593826294s, input_fired_time: 0.7551524639, output_fired_time: 0.5376567841, propagate_forward_time: 36.7106742859, propagate_backward_time: 78.8958740234, weight_update_time: 0.1256996691, other_time: 1.9600219727
epoch time: 7.7935285568s, input_fired_time: 0.0985781327, output_fired_time: 0.0000000000, propagate_forward_time: 7.3401722908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547782898
validation[          , genome  7115] predictions:    9679/  10000 (96.79%), best:    9786/10000 (97.86%), error:       974.73596, best error:       686.59943 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 119.1296768188s, input_fired_time: 0.7574575543, output_fired_time: 0.5300113559, propagate_forward_time: 36.7868499756, propagate_backward_time: 79.0835952759, weight_update_time: 0.1310658604, other_time: 1.9717636108
epoch time: 7.7801451683s, input_fired_time: 0.0985331312, output_fired_time: 0.0000000000, propagate_forward_time: 7.3299436569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516683578
validation[          , genome  7115] predictions:    9696/  10000 (96.96%), best:    9786/10000 (97.86%), error:       960.90503, best error:       686.59943 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.7953033447s, input_fired_time: 0.7609106898, output_fired_time: 0.5267183781, propagate_forward_time: 36.5883979797, propagate_backward_time: 78.9572830200, weight_update_time: 0.1259293854, other_time: 1.9619979858
epoch time: 7.8108782768s, input_fired_time: 0.1061172560, output_fired_time: 0.0000000000, propagate_forward_time: 7.3481974602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565635681
validation[          , genome  7115] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       708.48425, best error:       686.59943 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 118.9328384399s, input_fired_time: 0.7578817010, output_fired_time: 0.5326245427, propagate_forward_time: 36.6927719116, propagate_backward_time: 78.9991607666, weight_update_time: 0.1268312037, other_time: 1.9504013062
epoch time: 7.8396983147s, input_fired_time: 0.0994144380, output_fired_time: 0.0000000000, propagate_forward_time: 7.3802781105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600058556
validation[          , genome  7115] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       689.92206, best error:       686.59943 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 119.2060012817s, input_fired_time: 0.7581188679, output_fired_time: 0.5291067362, propagate_forward_time: 36.8501586914, propagate_backward_time: 79.0937042236, weight_update_time: 0.1290756017, other_time: 1.9749145508
epoch time: 7.8134822845s, input_fired_time: 0.1102514341, output_fired_time: 0.0000000000, propagate_forward_time: 7.3515405655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516902924
validation[          , genome  7115] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       668.00714, best error:       668.00714 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.8491439819s, input_fired_time: 0.7608870864, output_fired_time: 0.5445338488, propagate_forward_time: 36.6761627197, propagate_backward_time: 78.9017639160, weight_update_time: 0.1311920583, other_time: 1.9657974243
epoch time: 7.8095860481s, input_fired_time: 0.1003630608, output_fired_time: 0.0000000000, propagate_forward_time: 7.3540210724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552017212
validation[          , genome  7115] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       719.32330, best error:       668.00714 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 119.3460083008s, input_fired_time: 0.7649305463, output_fired_time: 0.5344541073, propagate_forward_time: 36.8075904846, propagate_backward_time: 79.2654724121, weight_update_time: 0.1272303164, other_time: 1.9735565186
epoch time: 7.7478117943s, input_fired_time: 0.0985174999, output_fired_time: 0.0000000000, propagate_forward_time: 7.3012027740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480916023
validation[          , genome  7115] predictions:    9736/  10000 (97.36%), best:    9797/10000 (97.97%), error:       847.59167, best error:       668.00714 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.0113449097s, input_fired_time: 0.7650219202, output_fired_time: 0.5308593512, propagate_forward_time: 36.7966766357, propagate_backward_time: 78.9367065430, weight_update_time: 0.1278257221, other_time: 1.9820785522
epoch time: 7.7762436867s, input_fired_time: 0.1017641649, output_fired_time: 0.0000000000, propagate_forward_time: 7.3187398911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557395935
validation[          , genome  7115] predictions:    9772/  10000 (97.72%), best:    9797/10000 (97.97%), error:       765.38800, best error:       668.00714 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.1735534668s, input_fired_time: 0.7637822628, output_fired_time: 0.5271672010, propagate_forward_time: 36.8302497864, propagate_backward_time: 79.0858459473, weight_update_time: 0.1258879900, other_time: 1.9665069580
epoch time: 7.8532795906s, input_fired_time: 0.1009965092, output_fired_time: 0.0000000000, propagate_forward_time: 7.3928718567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594112396
validation[          , genome  7115] predictions:    9748/  10000 (97.48%), best:    9797/10000 (97.97%), error:       794.49829, best error:       668.00714 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 118.7271194458s, input_fired_time: 0.7746247649, output_fired_time: 0.5301867723, propagate_forward_time: 36.6155166626, propagate_backward_time: 78.8482131958, weight_update_time: 0.1280965507, other_time: 1.9585723877
epoch time: 7.8268728256s, input_fired_time: 0.1050940752, output_fired_time: 0.0000000000, propagate_forward_time: 7.3634085655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583703041
validation[          , genome  7115] predictions:    9721/  10000 (97.21%), best:    9797/10000 (97.97%), error:       948.43018, best error:       668.00714 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 118.9031906128s, input_fired_time: 0.7554254532, output_fired_time: 0.5344661474, propagate_forward_time: 36.6830863953, propagate_backward_time: 78.9701614380, weight_update_time: 0.1259349734, other_time: 1.9600448608
epoch time: 7.8483023643s, input_fired_time: 0.1052874029, output_fired_time: 0.0000000000, propagate_forward_time: 7.3875050545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555097580
validation[          , genome  7115] predictions:    9742/  10000 (97.42%), best:    9797/10000 (97.97%), error:       801.26239, best error:       668.00714 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 118.9417877197s, input_fired_time: 0.7523698211, output_fired_time: 0.5400565863, propagate_forward_time: 36.7419700623, propagate_backward_time: 78.9340744019, weight_update_time: 0.1259691864, other_time: 1.9733200073
epoch time: 7.8198914528s, input_fired_time: 0.1013900563, output_fired_time: 0.0000000000, propagate_forward_time: 7.3524718285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660297394
validation[          , genome  7115] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       708.23737, best error:       668.00714 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.8031311035s, input_fired_time: 0.7711419463, output_fired_time: 0.5256943703, propagate_forward_time: 36.7186584473, propagate_backward_time: 78.8242797852, weight_update_time: 0.1310209185, other_time: 1.9633560181
epoch time: 7.8513941765s, input_fired_time: 0.1015868410, output_fired_time: 0.0000000000, propagate_forward_time: 7.3880038261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618035316
validation[          , genome  7115] predictions:    9770/  10000 (97.70%), best:    9797/10000 (97.97%), error:       750.42218, best error:       668.00714 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.0235595703s, input_fired_time: 0.7620846629, output_fired_time: 0.5324021578, propagate_forward_time: 36.7864189148, propagate_backward_time: 78.9841308594, weight_update_time: 0.1282472461, other_time: 1.9585266113
epoch time: 7.8451290131s, input_fired_time: 0.1025046632, output_fired_time: 0.0000000000, propagate_forward_time: 7.3832883835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593358994
validation[          , genome  7115] predictions:    9735/  10000 (97.35%), best:    9797/10000 (97.97%), error:       864.74298, best error:       668.00714 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.0211257935s, input_fired_time: 0.7704766393, output_fired_time: 0.5364248753, propagate_forward_time: 36.7672767639, propagate_backward_time: 78.9823760986, weight_update_time: 0.1299542636, other_time: 1.9645690918
epoch time: 7.8114261627s, input_fired_time: 0.0986665785, output_fired_time: 0.0000000000, propagate_forward_time: 7.3573155403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554439545
validation[          , genome  7115] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       673.75244, best error:       668.00714 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.8384475708s, input_fired_time: 0.7573546767, output_fired_time: 0.5402493477, propagate_forward_time: 36.7471923828, propagate_backward_time: 78.8437500000, weight_update_time: 0.1299570948, other_time: 1.9498977661
epoch time: 7.7711229324s, input_fired_time: 0.1015168801, output_fired_time: 0.0000000000, propagate_forward_time: 7.3173570633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522491455
validation[          , genome  7115] predictions:    9756/  10000 (97.56%), best:    9797/10000 (97.97%), error:       817.41632, best error:       668.00714 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 118.8265914917s, input_fired_time: 0.7615708113, output_fired_time: 0.5351326466, propagate_forward_time: 36.6645164490, propagate_backward_time: 78.8994903564, weight_update_time: 0.1253702193, other_time: 1.9658813477
epoch time: 7.7779102325s, input_fired_time: 0.0982363448, output_fired_time: 0.0000000000, propagate_forward_time: 7.3254685402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542051315
validation[          , genome  7115] predictions:    9750/  10000 (97.50%), best:    9797/10000 (97.97%), error:       855.58545, best error:       668.00714 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 118.9368820190s, input_fired_time: 0.7569014430, output_fired_time: 0.5276639462, propagate_forward_time: 36.6836013794, propagate_backward_time: 78.9922714233, weight_update_time: 0.1272987574, other_time: 1.9764404297
epoch time: 7.8120050430s, input_fired_time: 0.0989245474, output_fired_time: 0.0000000000, propagate_forward_time: 7.3534321785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596482277
validation[          , genome  7115] predictions:    9745/  10000 (97.45%), best:    9797/10000 (97.97%), error:       800.33636, best error:       668.00714 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.3177642822s, input_fired_time: 0.7646849751, output_fired_time: 0.5266016722, propagate_forward_time: 36.8071937561, propagate_backward_time: 79.2272491455, weight_update_time: 0.1367857009, other_time: 1.9920349121
epoch time: 7.8322677612s, input_fired_time: 0.1013427451, output_fired_time: 0.0000000000, propagate_forward_time: 7.3701777458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607473373
validation[          , genome  7115] predictions:    9750/  10000 (97.50%), best:    9797/10000 (97.97%), error:       794.18140, best error:       668.00714 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.9366226196s, input_fired_time: 0.7753872871, output_fired_time: 0.5299207568, propagate_forward_time: 36.7936592102, propagate_backward_time: 78.8810806274, weight_update_time: 0.1249511614, other_time: 1.9565658569
epoch time: 7.8454608917s, input_fired_time: 0.1045550629, output_fired_time: 0.0000000000, propagate_forward_time: 7.3859391212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549666405
validation[          , genome  7115] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       738.13416, best error:       668.00714 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.1251678467s, input_fired_time: 0.7645612955, output_fired_time: 0.5376781225, propagate_forward_time: 36.7322921753, propagate_backward_time: 79.1112670898, weight_update_time: 0.1292503476, other_time: 1.9793624878
epoch time: 7.8663830757s, input_fired_time: 0.1052780673, output_fired_time: 0.0000000000, propagate_forward_time: 7.4005632401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605418205
validation[          , genome  7115] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       720.70428, best error:       668.00714 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 118.9826202393s, input_fired_time: 0.7687008977, output_fired_time: 0.5279586911, propagate_forward_time: 36.7378959656, propagate_backward_time: 78.9864273071, weight_update_time: 0.1278478354, other_time: 1.9616317749
epoch time: 7.7702407837s, input_fired_time: 0.0994107798, output_fired_time: 0.0000000000, propagate_forward_time: 7.3183498383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524799347
validation[          , genome  7115] predictions:    9768/  10000 (97.68%), best:    9797/10000 (97.97%), error:       772.88721, best error:       668.00714 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 118.9453506470s, input_fired_time: 0.7637515664, output_fired_time: 0.5256442428, propagate_forward_time: 36.7597885132, propagate_backward_time: 78.9293746948, weight_update_time: 0.1320495307, other_time: 1.9667968750
epoch time: 7.7853732109s, input_fired_time: 0.0998758078, output_fired_time: 0.0000000000, propagate_forward_time: 7.3331336975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523635864
validation[          , genome  7115] predictions:    9788/  10000 (97.88%), best:    9797/10000 (97.97%), error:       694.10590, best error:       668.00714 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 118.8591690063s, input_fired_time: 0.7654868960, output_fired_time: 0.5258048773, propagate_forward_time: 36.6685256958, propagate_backward_time: 78.9317398071, weight_update_time: 0.1258582920, other_time: 1.9676132202
epoch time: 7.7857542038s, input_fired_time: 0.1006957442, output_fired_time: 0.0000000000, propagate_forward_time: 7.3312110901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538475037
validation[          , genome  7115] predictions:    9754/  10000 (97.54%), best:    9797/10000 (97.97%), error:       788.85394, best error:       668.00714 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.7057952881s, input_fired_time: 0.7647281885, output_fired_time: 0.5314063430, propagate_forward_time: 36.6698188782, propagate_backward_time: 78.7736511230, weight_update_time: 0.1322544217, other_time: 1.9662017822
epoch time: 7.7933073044s, input_fired_time: 0.1070486456, output_fired_time: 0.0000000000, propagate_forward_time: 7.3378539085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484048843
validation[          , genome  7115] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       737.54205, best error:       668.00714 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 118.8129501343s, input_fired_time: 0.7616971135, output_fired_time: 0.5342596173, propagate_forward_time: 36.6309547424, propagate_backward_time: 78.9212875366, weight_update_time: 0.1263368428, other_time: 1.9647598267
epoch time: 7.9424486160s, input_fired_time: 0.1009683460, output_fired_time: 0.0000000000, propagate_forward_time: 7.4791741371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623061180
validation[          , genome  7115] predictions:    9796/  10000 (97.96%), best:    9797/10000 (97.97%), error:       695.05383, best error:       668.00714 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 119.0706253052s, input_fired_time: 0.7649865746, output_fired_time: 0.5321466923, propagate_forward_time: 36.8785781860, propagate_backward_time: 78.9117202759, weight_update_time: 0.1351899952, other_time: 1.9831924438
epoch time: 7.7935304642s, input_fired_time: 0.1035572514, output_fired_time: 0.0000000000, propagate_forward_time: 7.3392171860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507561684
validation[          , genome  7115] predictions:    9770/  10000 (97.70%), best:    9797/10000 (97.97%), error:       746.44757, best error:       668.00714 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.0375213623s, input_fired_time: 0.7700978518, output_fired_time: 0.5356247425, propagate_forward_time: 36.8195419312, propagate_backward_time: 78.9503707886, weight_update_time: 0.1290057898, other_time: 1.9618911743
epoch time: 7.8271956444s, input_fired_time: 0.1063045114, output_fired_time: 0.0000000000, propagate_forward_time: 7.3639101982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569808006
validation[          , genome  7115] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       723.52460, best error:       668.00714 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 118.9382553101s, input_fired_time: 0.7659360766, output_fired_time: 0.5421378016, propagate_forward_time: 36.7651176453, propagate_backward_time: 78.9079055786, weight_update_time: 0.1319826096, other_time: 1.9571609497
epoch time: 7.8156661987s, input_fired_time: 0.1014854088, output_fired_time: 0.0000000000, propagate_forward_time: 7.3543148041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598661423
validation[          , genome  7115] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       763.49182, best error:       668.00714 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 118.8816146851s, input_fired_time: 0.7715155482, output_fired_time: 0.5327553153, propagate_forward_time: 36.6932678223, propagate_backward_time: 78.9218521118, weight_update_time: 0.1260029823, other_time: 1.9622268677
epoch time: 7.7520675659s, input_fired_time: 0.1007006466, output_fired_time: 0.0000000000, propagate_forward_time: 7.3003511429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510155678
validation[          , genome  7115] predictions:    9789/  10000 (97.89%), best:    9797/10000 (97.97%), error:       711.86237, best error:       668.00714 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.5178909302s, input_fired_time: 0.7619255185, output_fired_time: 0.5395362973, propagate_forward_time: 36.8305435181, propagate_backward_time: 79.4151306152, weight_update_time: 0.1269061118, other_time: 1.9707565308
epoch time: 7.8121399879s, input_fired_time: 0.1036059335, output_fired_time: 0.0000000000, propagate_forward_time: 7.3497104645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588237762
validation[          , genome  7115] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       704.41284, best error:       668.00714 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.1614913940s, input_fired_time: 0.7774548531, output_fired_time: 0.5280603170, propagate_forward_time: 36.7605209351, propagate_backward_time: 79.1338577271, weight_update_time: 0.1277502328, other_time: 1.9615936279
epoch time: 7.8197994232s, input_fired_time: 0.1036239117, output_fired_time: 0.0000000000, propagate_forward_time: 7.3593831062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567924500
validation[          , genome  7115] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       682.54852, best error:       668.00714 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 119.2099685669s, input_fired_time: 0.7780285478, output_fired_time: 0.5276887417, propagate_forward_time: 36.8244094849, propagate_backward_time: 79.1059494019, weight_update_time: 0.1318245679, other_time: 1.9738922119
epoch time: 7.8383989334s, input_fired_time: 0.1031731963, output_fired_time: 0.0000000000, propagate_forward_time: 7.3768844604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583412170
validation[          , genome  7115] predictions:    9762/  10000 (97.62%), best:    9797/10000 (97.97%), error:       797.36707, best error:       668.00714 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.0818862915s, input_fired_time: 0.7688667774, output_fired_time: 0.5250968933, propagate_forward_time: 36.6853218079, propagate_backward_time: 79.1320343018, weight_update_time: 0.1296707839, other_time: 1.9705657959
epoch time: 7.8192815781s, input_fired_time: 0.1007945389, output_fired_time: 0.0000000000, propagate_forward_time: 7.3655691147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529181480
validation[          , genome  7115] predictions:    9767/  10000 (97.67%), best:    9797/10000 (97.97%), error:       748.85773, best error:       668.00714 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 119.2724533081s, input_fired_time: 0.7780335546, output_fired_time: 0.5306437016, propagate_forward_time: 36.8867454529, propagate_backward_time: 79.1181945801, weight_update_time: 0.1275608838, other_time: 1.9588317871
epoch time: 7.8028345108s, input_fired_time: 0.1019873098, output_fired_time: 0.0000000000, propagate_forward_time: 7.3438124657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570346832
validation[          , genome  7115] predictions:    9792/  10000 (97.92%), best:    9797/10000 (97.97%), error:       674.43951, best error:       668.00714 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.1524887085s, input_fired_time: 0.7612529993, output_fired_time: 0.5406392217, propagate_forward_time: 36.7392234802, propagate_backward_time: 79.1377716064, weight_update_time: 0.1353535354, other_time: 1.9736022949
epoch time: 7.8110127449s, input_fired_time: 0.1002775580, output_fired_time: 0.0000000000, propagate_forward_time: 7.3591217995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516135216
validation[          , genome  7115] predictions:    9786/  10000 (97.86%), best:    9797/10000 (97.97%), error:       730.22009, best error:       668.00714 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.2966003418s, input_fired_time: 0.7721363306, output_fired_time: 0.5351399183, propagate_forward_time: 36.8368034363, propagate_backward_time: 79.1697769165, weight_update_time: 0.1265636981, other_time: 1.9827499390
epoch time: 7.7714991570s, input_fired_time: 0.0996108800, output_fired_time: 0.0000000000, propagate_forward_time: 7.3177695274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541188240
validation[          , genome  7115] predictions:    9756/  10000 (97.56%), best:    9797/10000 (97.97%), error:       745.12610, best error:       668.00714 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.3603057861s, input_fired_time: 0.7642782331, output_fired_time: 0.5289202929, propagate_forward_time: 36.8703842163, propagate_backward_time: 79.2293777466, weight_update_time: 0.1341526210, other_time: 1.9673461914
epoch time: 7.7906060219s, input_fired_time: 0.1015376449, output_fired_time: 0.0000000000, propagate_forward_time: 7.3337736130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552947044
validation[          , genome  7115] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       734.50562, best error:       668.00714 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.2636947632s, input_fired_time: 0.7620698214, output_fired_time: 0.5312293768, propagate_forward_time: 36.8251075745, propagate_backward_time: 79.1708984375, weight_update_time: 0.1263102293, other_time: 1.9743957520
epoch time: 7.8094325066s, input_fired_time: 0.1059956625, output_fired_time: 0.0000000000, propagate_forward_time: 7.3484349251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550019264
validation[          , genome  7115] predictions:    9718/  10000 (97.18%), best:    9797/10000 (97.97%), error:       964.40820, best error:       668.00714 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.3418121338s, input_fired_time: 0.7674223781, output_fired_time: 0.5497536659, propagate_forward_time: 36.7893638611, propagate_backward_time: 79.2816162109, weight_update_time: 0.1264112741, other_time: 1.9536590576
epoch time: 7.7764515877s, input_fired_time: 0.1010259837, output_fired_time: 0.0000000000, propagate_forward_time: 7.3227195740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527059555
validation[          , genome  7115] predictions:    9788/  10000 (97.88%), best:    9797/10000 (97.97%), error:       674.64050, best error:       668.00714 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 118.9143295288s, input_fired_time: 0.7709592581, output_fired_time: 0.5307767987, propagate_forward_time: 36.7003860474, propagate_backward_time: 78.9513778687, weight_update_time: 0.1269890815, other_time: 1.9608306885
epoch time: 7.7745780945s, input_fired_time: 0.1068313867, output_fired_time: 0.0000000000, propagate_forward_time: 7.3161458969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516006470
validation[          , genome  7115] predictions:    9784/  10000 (97.84%), best:    9797/10000 (97.97%), error:       753.99548, best error:       668.00714 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.2784042358s, input_fired_time: 0.7768177986, output_fired_time: 0.5336006284, propagate_forward_time: 36.8202285767, propagate_backward_time: 79.1746978760, weight_update_time: 0.1259557903, other_time: 1.9730606079
epoch time: 7.7901897430s, input_fired_time: 0.1034347638, output_fired_time: 0.0000000000, propagate_forward_time: 7.3330898285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536653519
validation[          , genome  7115] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       722.68256, best error:       668.00714 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.3262100220s, input_fired_time: 0.7740612030, output_fired_time: 0.5230419636, propagate_forward_time: 36.8401222229, propagate_backward_time: 79.2030792236, weight_update_time: 0.1276662797, other_time: 1.9859008789
epoch time: 7.8342599869s, input_fired_time: 0.1074756682, output_fired_time: 0.0000000000, propagate_forward_time: 7.3655710220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612132072
validation[          , genome  7115] predictions:    9764/  10000 (97.64%), best:    9797/10000 (97.97%), error:       750.80182, best error:       668.00714 on epoch:    62, 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: 39.0902748108s, input_fired_time: 0.5037835240, output_fired_time: 0.0000000000, propagate_forward_time: 36.7689285278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8175621033
best training[          , genome  7115] predictions:   49670/  50000 (99.34%), best:    9797/10000 (97.97%), error:      1355.22107, best error:       668.00714 on epoch:    62, 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: 7.7799534798s, input_fired_time: 0.0981455147, output_fired_time: 0.0000000000, propagate_forward_time: 7.3296341896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521738052
   testing[          , genome  7115] predictions:    9831/  10000 (98.31%), best:    9797/10000 (97.97%), error:       559.43768, best error:       668.00714 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:52:38 (97096): called boinc_finish(0)

</stderr_txt>
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