Nameexact_genome_1512568488_44_7026_0
Workunit2606474
Created7 Dec 2017, 23:25:07 UTC
Sent7 Dec 2017, 23:34:05 UTC
Report deadline18 Dec 2017, 3:50:55 UTC
Received8 Dec 2017, 9:31:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 47 min 15 sec
CPU time2 hours 47 min 15 sec
Validate stateValid
Credit2,544.59
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.19 MB
Peak swap size154.95 MB
Peak disk usage1.31 MB

Stderr output

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

epoch time: 90.6007080078s, input_fired_time: 1.3449612856, output_fired_time: 0.8336346149, propagate_forward_time: 34.1071052551, propagate_backward_time: 52.1811447144, weight_update_time: 0.0874100104, other_time: 2.1338615417
epoch time: 7.3355321884s, input_fired_time: 0.1409396380, output_fired_time: 0.0000000000, propagate_forward_time: 6.8220534325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725390434
validation[          , genome  7026] predictions:    9668/  10000 (96.68%), best:    9770/10000 (97.70%), error:      1050.63892, best error:       771.59894 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 90.7683792114s, input_fired_time: 1.3408761024, output_fired_time: 0.8541346192, propagate_forward_time: 34.1389541626, propagate_backward_time: 52.2988471985, weight_update_time: 0.0872735977, other_time: 2.1355705261
epoch time: 7.3531947136s, input_fired_time: 0.1431082636, output_fired_time: 0.0000000000, propagate_forward_time: 6.8355031013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745832443
validation[          , genome  7026] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       803.30536, best error:       771.59894 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 90.4905853271s, input_fired_time: 1.3396807909, output_fired_time: 0.8301239014, propagate_forward_time: 34.0917243958, propagate_backward_time: 52.1205902100, weight_update_time: 0.0869618505, other_time: 2.1084632874
epoch time: 7.3226475716s, input_fired_time: 0.1400286257, output_fired_time: 0.0000000000, propagate_forward_time: 6.8147501945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678689003
validation[          , genome  7026] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       837.37140, best error:       771.59894 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 90.5729217529s, input_fired_time: 1.3332120180, output_fired_time: 0.8477516770, propagate_forward_time: 34.1238441467, propagate_backward_time: 52.1920852661, weight_update_time: 0.0871382281, other_time: 2.0760231018
epoch time: 7.3257045746s, input_fired_time: 0.1407593340, output_fired_time: 0.0000000000, propagate_forward_time: 6.8184790611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664660454
validation[          , genome  7026] predictions:    9706/  10000 (97.06%), best:    9770/10000 (97.70%), error:      1041.38220, best error:       771.59894 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 90.5254058838s, input_fired_time: 1.3327974081, output_fired_time: 0.8520127535, propagate_forward_time: 34.0967178345, propagate_backward_time: 52.1826820374, weight_update_time: 0.0869441256, other_time: 2.0611991882
epoch time: 7.3196215630s, input_fired_time: 0.1401273608, output_fired_time: 0.0000000000, propagate_forward_time: 6.8137779236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657164574
validation[          , genome  7026] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       819.90466, best error:       771.59894 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.5861206055s, input_fired_time: 1.3337746859, output_fired_time: 0.8461907506, propagate_forward_time: 34.1188774109, propagate_backward_time: 52.2053184509, weight_update_time: 0.0870791525, other_time: 2.0819549561
epoch time: 7.3273811340s, input_fired_time: 0.1413423717, output_fired_time: 0.0000000000, propagate_forward_time: 6.8166613579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693776131
validation[          , genome  7026] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       798.34692, best error:       771.59894 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 90.3888168335s, input_fired_time: 1.3246874809, output_fired_time: 0.8305948377, propagate_forward_time: 34.0680122375, propagate_backward_time: 52.0863952637, weight_update_time: 0.0870826840, other_time: 2.0791282654
epoch time: 7.3219480515s, input_fired_time: 0.1391659528, output_fired_time: 0.0000000000, propagate_forward_time: 6.8159990311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667831421
validation[          , genome  7026] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       832.63885, best error:       771.59894 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 90.4414138794s, input_fired_time: 1.3315694332, output_fired_time: 0.8309494257, propagate_forward_time: 34.0802497864, propagate_backward_time: 52.1168289185, weight_update_time: 0.0870448574, other_time: 2.0818214417
epoch time: 7.3278360367s, input_fired_time: 0.1399767995, output_fired_time: 0.0000000000, propagate_forward_time: 6.8200879097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677711487
validation[          , genome  7026] predictions:    9722/  10000 (97.22%), best:    9770/10000 (97.70%), error:       895.77209, best error:       771.59894 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.4919357300s, input_fired_time: 1.3392604589, output_fired_time: 0.8368983865, propagate_forward_time: 34.1028633118, propagate_backward_time: 52.1291351318, weight_update_time: 0.0869837999, other_time: 2.0837745667
epoch time: 7.3275709152s, input_fired_time: 0.1413035095, output_fired_time: 0.0000000000, propagate_forward_time: 6.8175539970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687133789
validation[          , genome  7026] predictions:    9792/  10000 (97.92%), best:    9770/10000 (97.70%), error:       772.17700, best error:       771.59894 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.4673156738s, input_fired_time: 1.3453959227, output_fired_time: 0.8311034441, propagate_forward_time: 34.0862770081, propagate_backward_time: 52.1153793335, weight_update_time: 0.0871255994, other_time: 2.0891609192
epoch time: 7.3517961502s, input_fired_time: 0.1421795189, output_fired_time: 0.0000000000, propagate_forward_time: 6.8374915123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721251488
validation[          , genome  7026] predictions:    9689/  10000 (96.89%), best:    9770/10000 (97.70%), error:       969.55957, best error:       771.59894 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.5415725708s, input_fired_time: 1.3444241285, output_fired_time: 0.8340569139, propagate_forward_time: 34.1219062805, propagate_backward_time: 52.1536712646, weight_update_time: 0.0872139931, other_time: 2.0875129700
epoch time: 7.3265643120s, input_fired_time: 0.1419615149, output_fired_time: 0.0000000000, propagate_forward_time: 6.8170876503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675150871
validation[          , genome  7026] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       878.89886, best error:       771.59894 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 90.4961700439s, input_fired_time: 1.3446899652, output_fired_time: 0.8328112960, propagate_forward_time: 34.0861816406, propagate_backward_time: 52.1479911804, weight_update_time: 0.0887078717, other_time: 2.0844993591
epoch time: 7.3335218430s, input_fired_time: 0.1390327066, output_fired_time: 0.0000000000, propagate_forward_time: 6.8276724815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668165207
validation[          , genome  7026] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       786.63379, best error:       771.59894 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 90.6723022461s, input_fired_time: 1.3432302475, output_fired_time: 0.8338529468, propagate_forward_time: 34.1772346497, propagate_backward_time: 52.2481193542, weight_update_time: 0.0870368332, other_time: 2.0698623657
epoch time: 7.3220629692s, input_fired_time: 0.1417190284, output_fired_time: 0.0000000000, propagate_forward_time: 6.8137578964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665862083
validation[          , genome  7026] predictions:    9695/  10000 (96.95%), best:    9770/10000 (97.70%), error:      1027.35168, best error:       771.59894 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 90.4293136597s, input_fired_time: 1.3392599821, output_fired_time: 0.8289393187, propagate_forward_time: 34.0748291016, propagate_backward_time: 52.1252098083, weight_update_time: 0.0869039893, other_time: 2.0610771179
epoch time: 7.3198189735s, input_fired_time: 0.1410326958, output_fired_time: 0.0000000000, propagate_forward_time: 6.8141183853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646678925
validation[          , genome  7026] predictions:    9650/  10000 (96.50%), best:    9770/10000 (97.70%), error:      1131.55688, best error:       771.59894 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.4460983276s, input_fired_time: 1.3395881653, output_fired_time: 0.8434385061, propagate_forward_time: 34.0698814392, propagate_backward_time: 52.1345443726, weight_update_time: 0.0870400667, other_time: 2.0586433411
epoch time: 7.3205738068s, input_fired_time: 0.1414884627, output_fired_time: 0.0000000000, propagate_forward_time: 6.8140721321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650131226
validation[          , genome  7026] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       727.10846, best error:       727.10846 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 90.4566040039s, input_fired_time: 1.3427864313, output_fired_time: 0.8344114423, propagate_forward_time: 34.0862846375, propagate_backward_time: 52.1217651367, weight_update_time: 0.0869083777, other_time: 2.0713539124
epoch time: 7.3206834793s, input_fired_time: 0.1407496929, output_fired_time: 0.0000000000, propagate_forward_time: 6.8142952919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656382561
validation[          , genome  7026] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       845.56567, best error:       727.10846 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.5489349365s, input_fired_time: 1.3411207199, output_fired_time: 0.8313006759, propagate_forward_time: 34.1111946106, propagate_backward_time: 52.1931953430, weight_update_time: 0.0868900493, other_time: 2.0721282959
epoch time: 7.3930091858s, input_fired_time: 0.1422270387, output_fired_time: 0.0000000000, propagate_forward_time: 6.8774232864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733587265
validation[          , genome  7026] predictions:    9712/  10000 (97.12%), best:    9777/10000 (97.77%), error:       903.07825, best error:       727.10846 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 90.5724563599s, input_fired_time: 1.3430479765, output_fired_time: 0.8434584737, propagate_forward_time: 34.1077690125, propagate_backward_time: 52.2106323242, weight_update_time: 0.0870166495, other_time: 2.0675468445
epoch time: 7.3241906166s, input_fired_time: 0.1426422745, output_fired_time: 0.0000000000, propagate_forward_time: 6.8153381348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662099838
validation[          , genome  7026] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       850.79614, best error:       727.10846 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 90.9055404663s, input_fired_time: 1.3440010548, output_fired_time: 0.8430992961, propagate_forward_time: 34.1371383667, propagate_backward_time: 52.5151367188, weight_update_time: 0.0870879889, other_time: 2.0661621094
epoch time: 7.3241634369s, input_fired_time: 0.1421816051, output_fired_time: 0.0000000000, propagate_forward_time: 6.8160972595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658847809
validation[          , genome  7026] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       847.95581, best error:       727.10846 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 91.0186080933s, input_fired_time: 1.3415660858, output_fired_time: 0.8519334197, propagate_forward_time: 34.2619590759, propagate_backward_time: 52.4916305542, weight_update_time: 0.0874128640, other_time: 2.0715141296
epoch time: 7.3246417046s, input_fired_time: 0.1436815709, output_fired_time: 0.0000000000, propagate_forward_time: 6.8137311935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672289848
validation[          , genome  7026] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       834.52448, best error:       727.10846 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.4649505615s, input_fired_time: 1.3388876915, output_fired_time: 0.8300135732, propagate_forward_time: 34.0936012268, propagate_backward_time: 52.1235008240, weight_update_time: 0.0870378613, other_time: 2.0789413452
epoch time: 7.3785123825s, input_fired_time: 0.1423948854, output_fired_time: 0.0000000000, propagate_forward_time: 6.8679471016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681702614
validation[          , genome  7026] predictions:    9778/  10000 (97.78%), best:    9777/10000 (97.77%), error:       729.11371, best error:       727.10846 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 90.8337249756s, input_fired_time: 1.3430289030, output_fired_time: 0.8372626901, propagate_forward_time: 34.2021369934, propagate_backward_time: 52.3646049500, weight_update_time: 0.0873556063, other_time: 2.0866928101
epoch time: 7.3247308731s, input_fired_time: 0.1429236829, output_fired_time: 0.0000000000, propagate_forward_time: 6.8150014877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668055534
validation[          , genome  7026] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       805.63477, best error:       727.10846 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.6098098755s, input_fired_time: 1.3448569775, output_fired_time: 0.8441525698, propagate_forward_time: 34.0998535156, propagate_backward_time: 52.2314453125, weight_update_time: 0.0870098472, other_time: 2.0895004272
epoch time: 7.3244104385s, input_fired_time: 0.1408518553, output_fired_time: 0.0000000000, propagate_forward_time: 6.8157811165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677773476
validation[          , genome  7026] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       829.36853, best error:       727.10846 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.8290863037s, input_fired_time: 1.3468697071, output_fired_time: 0.8461546302, propagate_forward_time: 34.1617431641, propagate_backward_time: 52.3841629028, weight_update_time: 0.0871669129, other_time: 2.0901565552
epoch time: 7.3330340385s, input_fired_time: 0.1443343759, output_fired_time: 0.0000000000, propagate_forward_time: 6.8172597885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714399338
validation[          , genome  7026] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       786.18530, best error:       727.10846 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.6515579224s, input_fired_time: 1.3498824835, output_fired_time: 0.8362557292, propagate_forward_time: 34.1101837158, propagate_backward_time: 52.2623596191, weight_update_time: 0.0873408839, other_time: 2.0928726196
epoch time: 7.3767838478s, input_fired_time: 0.1434566379, output_fired_time: 0.0000000000, propagate_forward_time: 6.8631505966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701767921
validation[          , genome  7026] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       831.47931, best error:       727.10846 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.6932830811s, input_fired_time: 1.3526542187, output_fired_time: 0.8386869431, propagate_forward_time: 34.1307907104, propagate_backward_time: 52.2962799072, weight_update_time: 0.0870830715, other_time: 2.0748748779
epoch time: 7.3294548988s, input_fired_time: 0.1445347816, output_fired_time: 0.0000000000, propagate_forward_time: 6.8165979385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683223724
validation[          , genome  7026] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       712.85773, best error:       712.85773 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.3551483154s, input_fired_time: 1.3855586052, output_fired_time: 0.8571599722, propagate_forward_time: 35.1698417664, propagate_backward_time: 53.8135871887, weight_update_time: 0.0889122188, other_time: 2.1289978027
epoch time: 7.3447818756s, input_fired_time: 0.1457589716, output_fired_time: 0.0000000000, propagate_forward_time: 6.8295364380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694863319
validation[          , genome  7026] predictions:    9778/  10000 (97.78%), best:    9793/10000 (97.93%), error:       766.68872, best error:       712.85773 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.7602920532s, input_fired_time: 1.3786903620, output_fired_time: 0.8441175222, propagate_forward_time: 34.5762634277, propagate_backward_time: 52.8265571594, weight_update_time: 0.0898371786, other_time: 2.1346626282
epoch time: 7.4654579163s, input_fired_time: 0.1542511731, output_fired_time: 0.0000000000, propagate_forward_time: 6.9161548615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950519562
validation[          , genome  7026] predictions:    9655/  10000 (96.55%), best:    9793/10000 (97.93%), error:      1062.99158, best error:       712.85773 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 92.2924499512s, input_fired_time: 1.3746099472, output_fired_time: 0.8509246707, propagate_forward_time: 34.7598609924, propagate_backward_time: 53.1603088379, weight_update_time: 0.0893359855, other_time: 2.1467475891
epoch time: 7.3267822266s, input_fired_time: 0.1417999417, output_fired_time: 0.0000000000, propagate_forward_time: 6.8177609444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672213554
validation[          , genome  7026] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       669.68866, best error:       669.68866 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.9299774170s, input_fired_time: 1.3659726381, output_fired_time: 0.8597877026, propagate_forward_time: 34.6243591309, propagate_backward_time: 52.9827728271, weight_update_time: 0.0885751918, other_time: 2.0970840454
epoch time: 7.4141302109s, input_fired_time: 0.1458654255, output_fired_time: 0.0000000000, propagate_forward_time: 6.8968796730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713850975
validation[          , genome  7026] predictions:    9800/  10000 (98.00%), best:    9797/10000 (97.97%), error:       704.33295, best error:       669.68866 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.1340942383s, input_fired_time: 1.3637027740, output_fired_time: 0.8444398046, propagate_forward_time: 34.3549118042, propagate_backward_time: 52.4981422424, weight_update_time: 0.0874400511, other_time: 2.0729026794
epoch time: 7.4378662109s, input_fired_time: 0.1462015808, output_fired_time: 0.0000000000, propagate_forward_time: 6.9240756035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675889969
validation[          , genome  7026] predictions:    9724/  10000 (97.24%), best:    9797/10000 (97.97%), error:       859.48798, best error:       669.68866 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.0489349365s, input_fired_time: 1.3645904064, output_fired_time: 0.8408300281, propagate_forward_time: 34.3483581543, propagate_backward_time: 52.4315299988, weight_update_time: 0.0875460804, other_time: 2.0636253357
epoch time: 7.4347295761s, input_fired_time: 0.1447595805, output_fired_time: 0.0000000000, propagate_forward_time: 6.9224967957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674731255
validation[          , genome  7026] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       776.99396, best error:       669.68866 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.9311904907s, input_fired_time: 1.3598707914, output_fired_time: 0.8383331895, propagate_forward_time: 34.2523422241, propagate_backward_time: 52.4128684998, weight_update_time: 0.0872339159, other_time: 2.0677757263
epoch time: 7.3475909233s, input_fired_time: 0.1460592300, output_fired_time: 0.0000000000, propagate_forward_time: 6.8332452774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682866096
validation[          , genome  7026] predictions:    9728/  10000 (97.28%), best:    9797/10000 (97.97%), error:       842.02765, best error:       669.68866 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.1300506592s, input_fired_time: 1.3700405359, output_fired_time: 0.8385959268, propagate_forward_time: 34.3670768738, propagate_backward_time: 52.4653739929, weight_update_time: 0.0876983330, other_time: 2.0889663696
epoch time: 7.3260970116s, input_fired_time: 0.1468033791, output_fired_time: 0.0000000000, propagate_forward_time: 6.8137741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655195236
validation[          , genome  7026] predictions:    9780/  10000 (97.80%), best:    9797/10000 (97.97%), error:       729.26221, best error:       669.68866 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.5204010010s, input_fired_time: 1.3599123955, output_fired_time: 0.8320550919, propagate_forward_time: 34.1209869385, propagate_backward_time: 52.1355819702, weight_update_time: 0.0872099772, other_time: 2.0718688965
epoch time: 7.3261051178s, input_fired_time: 0.1450856328, output_fired_time: 0.0000000000, propagate_forward_time: 6.8147964478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662228584
validation[          , genome  7026] predictions:    9758/  10000 (97.58%), best:    9797/10000 (97.97%), error:       843.30902, best error:       669.68866 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.6764068604s, input_fired_time: 1.3616495132, output_fired_time: 0.8366092443, propagate_forward_time: 34.1479644775, propagate_backward_time: 52.2528648376, weight_update_time: 0.0871141553, other_time: 2.0773200989
epoch time: 7.3898305893s, input_fired_time: 0.1451579332, output_fired_time: 0.0000000000, propagate_forward_time: 6.8744754791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701972961
validation[          , genome  7026] predictions:    9771/  10000 (97.71%), best:    9797/10000 (97.97%), error:       733.16852, best error:       669.68866 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.4531250000s, input_fired_time: 1.3751509190, output_fired_time: 0.8452153206, propagate_forward_time: 34.5026817322, propagate_backward_time: 52.6283340454, weight_update_time: 0.0881304294, other_time: 2.1017417908
epoch time: 7.4404277802s, input_fired_time: 0.1479782909, output_fired_time: 0.0000000000, propagate_forward_time: 6.9176406860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748087883
validation[          , genome  7026] predictions:    9779/  10000 (97.79%), best:    9797/10000 (97.97%), error:       711.38995, best error:       669.68866 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.1633071899s, input_fired_time: 1.3715147972, output_fired_time: 0.8368112445, propagate_forward_time: 34.3219795227, propagate_backward_time: 52.5454750061, weight_update_time: 0.0877576321, other_time: 2.0875244141
epoch time: 7.3332338333s, input_fired_time: 0.1455712467, output_fired_time: 0.0000000000, propagate_forward_time: 6.8215775490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660850525
validation[          , genome  7026] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       666.08905, best error:       666.08905 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.0560913086s, input_fired_time: 1.3862596750, output_fired_time: 0.8440231085, propagate_forward_time: 34.6534118652, propagate_backward_time: 53.0669136047, weight_update_time: 0.0883142129, other_time: 2.1054801941
epoch time: 7.7531871796s, input_fired_time: 0.1532441527, output_fired_time: 0.0000000000, propagate_forward_time: 7.2160696983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838734627
validation[          , genome  7026] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       746.78680, best error:       666.08905 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 92.9660568237s, input_fired_time: 1.3958451748, output_fired_time: 0.8532615900, propagate_forward_time: 35.0755462646, propagate_backward_time: 53.5039558411, weight_update_time: 0.0892103612, other_time: 2.1374473572
epoch time: 7.3489246368s, input_fired_time: 0.1455381364, output_fired_time: 0.0000000000, propagate_forward_time: 6.8336606026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697257042
validation[          , genome  7026] predictions:    9741/  10000 (97.41%), best:    9803/10000 (98.03%), error:       811.84998, best error:       666.08905 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.8598556519s, input_fired_time: 1.3817634583, output_fired_time: 0.8478795886, propagate_forward_time: 34.5797882080, propagate_backward_time: 52.9187927246, weight_update_time: 0.0888904706, other_time: 2.1316299438
epoch time: 7.3568739891s, input_fired_time: 0.1456909925, output_fired_time: 0.0000000000, propagate_forward_time: 6.8414797783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697032928
validation[          , genome  7026] predictions:    9764/  10000 (97.64%), best:    9803/10000 (98.03%), error:       761.13519, best error:       666.08905 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.6255798340s, input_fired_time: 1.3683416843, output_fired_time: 0.8336060643, propagate_forward_time: 34.1188316345, propagate_backward_time: 52.2051429749, weight_update_time: 0.0875410214, other_time: 2.0996627808
epoch time: 7.3761863708s, input_fired_time: 0.1489239782, output_fired_time: 0.0000000000, propagate_forward_time: 6.8584489822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688135147
validation[          , genome  7026] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       699.49799, best error:       666.08905 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.6036148071s, input_fired_time: 1.3806021214, output_fired_time: 0.8581883907, propagate_forward_time: 34.4760131836, propagate_backward_time: 52.7513732910, weight_update_time: 0.0896456912, other_time: 2.1374435425
epoch time: 7.4107470512s, input_fired_time: 0.1481277347, output_fired_time: 0.0000000000, propagate_forward_time: 6.8918623924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707571030
validation[          , genome  7026] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       656.85913, best error:       656.85913 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 91.6074676514s, input_fired_time: 1.3842927217, output_fired_time: 0.8528821468, propagate_forward_time: 34.5336532593, propagate_backward_time: 52.7230377197, weight_update_time: 0.0885987133, other_time: 2.1136016846
epoch time: 7.5175971985s, input_fired_time: 0.1507036388, output_fired_time: 0.0000000000, propagate_forward_time: 6.9800176620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868761063
validation[          , genome  7026] predictions:    9718/  10000 (97.18%), best:    9805/10000 (98.05%), error:       889.26105, best error:       656.85913 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.0458526611s, input_fired_time: 1.3879352808, output_fired_time: 0.8463513255, propagate_forward_time: 34.6624565125, propagate_backward_time: 53.0294494629, weight_update_time: 0.0887096673, other_time: 2.1196632385
epoch time: 7.3910222054s, input_fired_time: 0.1489522904, output_fired_time: 0.0000000000, propagate_forward_time: 6.8734526634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686170578
validation[          , genome  7026] predictions:    9759/  10000 (97.59%), best:    9805/10000 (98.05%), error:       766.42786, best error:       656.85913 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.4080810547s, input_fired_time: 1.3742352724, output_fired_time: 0.8392018676, propagate_forward_time: 34.4149360657, propagate_backward_time: 52.6931533813, weight_update_time: 0.0885322392, other_time: 2.0865516663
epoch time: 7.3385295868s, input_fired_time: 0.1470060050, output_fired_time: 0.0000000000, propagate_forward_time: 6.8246264458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668971062
validation[          , genome  7026] predictions:    9802/  10000 (98.02%), best:    9805/10000 (98.05%), error:       679.32050, best error:       656.85913 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.0463256836s, input_fired_time: 1.3806692362, output_fired_time: 0.8351072073, propagate_forward_time: 34.2868576050, propagate_backward_time: 52.4597015381, weight_update_time: 0.0873818174, other_time: 2.0839920044
epoch time: 7.3753170967s, input_fired_time: 0.1486658305, output_fired_time: 0.0000000000, propagate_forward_time: 6.8569149971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697361946
validation[          , genome  7026] predictions:    9746/  10000 (97.46%), best:    9805/10000 (98.05%), error:       806.99921, best error:       656.85913 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.9606857300s, input_fired_time: 1.3831498623, output_fired_time: 0.8387565613, propagate_forward_time: 34.2298164368, propagate_backward_time: 52.4305572510, weight_update_time: 0.0873092115, other_time: 2.0784111023
epoch time: 7.3800101280s, input_fired_time: 0.1464582086, output_fired_time: 0.0000000000, propagate_forward_time: 6.8686776161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648743629
validation[          , genome  7026] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       692.60931, best error:       656.85913 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.8343353271s, input_fired_time: 1.3727729321, output_fired_time: 0.8329332471, propagate_forward_time: 34.2256774902, propagate_backward_time: 52.3530006409, weight_update_time: 0.0870876014, other_time: 2.0499534607
epoch time: 7.3390369415s, input_fired_time: 0.1480541676, output_fired_time: 0.0000000000, propagate_forward_time: 6.8266186714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643641472
validation[          , genome  7026] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       729.84058, best error:       656.85913 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.2430953979s, input_fired_time: 1.3769418001, output_fired_time: 0.8383069634, propagate_forward_time: 34.3540954590, propagate_backward_time: 52.6144676208, weight_update_time: 0.0874434188, other_time: 2.0592765808
epoch time: 7.8871259689s, input_fired_time: 0.1575735211, output_fired_time: 0.0000000000, propagate_forward_time: 7.3409266472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886256218
validation[          , genome  7026] predictions:    9666/  10000 (96.66%), best:    9805/10000 (98.05%), error:      1141.63147, best error:       656.85913 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.8536071777s, input_fired_time: 1.4041429758, output_fired_time: 0.8551231623, propagate_forward_time: 34.9885711670, propagate_backward_time: 53.4784660339, weight_update_time: 0.0898574516, other_time: 2.1273002625
epoch time: 7.6602654457s, input_fired_time: 0.1550857723, output_fired_time: 0.0000000000, propagate_forward_time: 7.1254081726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797717094
validation[          , genome  7026] predictions:    9668/  10000 (96.68%), best:    9805/10000 (98.05%), error:      1131.11841, best error:       656.85913 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.1803817749s, input_fired_time: 1.4098157883, output_fired_time: 0.8528238535, propagate_forward_time: 35.0620841980, propagate_backward_time: 53.7438697815, weight_update_time: 0.0891964287, other_time: 2.1117935181
epoch time: 7.4899063110s, input_fired_time: 0.1515485644, output_fired_time: 0.0000000000, propagate_forward_time: 6.9670562744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713016510
validation[          , genome  7026] predictions:    9751/  10000 (97.51%), best:    9805/10000 (98.05%), error:       828.76501, best error:       656.85913 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.7572097778s, input_fired_time: 1.3989135027, output_fired_time: 0.8549619913, propagate_forward_time: 34.9414291382, propagate_backward_time: 53.4412879944, weight_update_time: 0.0890028030, other_time: 2.1206169128
epoch time: 7.3554844856s, input_fired_time: 0.1491360515, output_fired_time: 0.0000000000, propagate_forward_time: 6.8377327919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686156273
validation[          , genome  7026] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       755.37836, best error:       656.85913 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.8844680786s, input_fired_time: 1.3968471289, output_fired_time: 0.8506835699, propagate_forward_time: 34.9682426453, propagate_backward_time: 53.5567092896, weight_update_time: 0.0897072703, other_time: 2.1119804382
epoch time: 7.4705195427s, input_fired_time: 0.1498924643, output_fired_time: 0.0000000000, propagate_forward_time: 6.9495439529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710832596
validation[          , genome  7026] predictions:    9781/  10000 (97.81%), best:    9805/10000 (98.05%), error:       769.54889, best error:       656.85913 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.6176605225s, input_fired_time: 1.3991899490, output_fired_time: 0.8511791825, propagate_forward_time: 34.8492202759, propagate_backward_time: 53.4091644287, weight_update_time: 0.0893922076, other_time: 2.1089019775
epoch time: 7.3592391014s, input_fired_time: 0.1567764580, output_fired_time: 0.0000000000, propagate_forward_time: 6.8201637268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822989464
validation[          , genome  7026] predictions:    9752/  10000 (97.52%), best:    9805/10000 (98.05%), error:       795.72571, best error:       656.85913 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.3459930420s, input_fired_time: 1.4271063805, output_fired_time: 0.8429395556, propagate_forward_time: 34.2885208130, propagate_backward_time: 52.5367507935, weight_update_time: 0.0947298557, other_time: 2.2506713867
epoch time: 7.3890361786s, input_fired_time: 0.1539908350, output_fired_time: 0.0000000000, propagate_forward_time: 6.8485870361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864583969
validation[          , genome  7026] predictions:    9725/  10000 (97.25%), best:    9805/10000 (98.05%), error:       881.01929, best error:       656.85913 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.1566085815s, input_fired_time: 1.4164942503, output_fired_time: 0.8411068916, propagate_forward_time: 34.2615089417, propagate_backward_time: 52.3928184509, weight_update_time: 0.0947040319, other_time: 2.2446746826
epoch time: 7.3567104340s, input_fired_time: 0.1558478326, output_fired_time: 0.0000000000, propagate_forward_time: 6.8196907043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811717033
validation[          , genome  7026] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       682.73730, best error:       656.85913 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.7779235840s, input_fired_time: 1.4227855206, output_fired_time: 0.8371071815, propagate_forward_time: 34.1201133728, propagate_backward_time: 52.1756782532, weight_update_time: 0.0939978883, other_time: 2.2222442627
epoch time: 7.3721022606s, input_fired_time: 0.1598928571, output_fired_time: 0.0000000000, propagate_forward_time: 6.8230137825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891954422
validation[          , genome  7026] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       673.74481, best error:       656.85913 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.7441787720s, input_fired_time: 1.4175140858, output_fired_time: 0.8372984529, propagate_forward_time: 34.1009597778, propagate_backward_time: 52.1631889343, weight_update_time: 0.0939851627, other_time: 2.2252235413
epoch time: 7.3555278778s, input_fired_time: 0.1562055498, output_fired_time: 0.0000000000, propagate_forward_time: 6.8186154366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807067871
validation[          , genome  7026] predictions:    9760/  10000 (97.60%), best:    9805/10000 (98.05%), error:       821.42987, best error:       656.85913 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.6478881836s, input_fired_time: 1.4355757236, output_fired_time: 0.8522925377, propagate_forward_time: 34.8278007507, propagate_backward_time: 53.2782821655, weight_update_time: 0.0958344191, other_time: 2.2539329529
epoch time: 7.3630261421s, input_fired_time: 0.1575369388, output_fired_time: 0.0000000000, propagate_forward_time: 6.8217940331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836951256
validation[          , genome  7026] predictions:    9770/  10000 (97.70%), best:    9805/10000 (98.05%), error:       740.69104, best error:       656.85913 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.2152557373s, input_fired_time: 1.4287239313, output_fired_time: 0.8419864178, propagate_forward_time: 34.2477111816, propagate_backward_time: 52.4314651489, weight_update_time: 0.0954410955, other_time: 2.2653656006
epoch time: 7.8269476891s, input_fired_time: 0.1631877720, output_fired_time: 0.0000000000, propagate_forward_time: 7.2635545731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002051353
validation[          , genome  7026] predictions:    9756/  10000 (97.56%), best:    9805/10000 (98.05%), error:       831.78864, best error:       656.85913 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.9463806152s, input_fired_time: 1.4570682049, output_fired_time: 0.8740655184, propagate_forward_time: 35.7493782043, propagate_backward_time: 54.5802993774, weight_update_time: 0.0981590301, other_time: 2.2855644226
epoch time: 7.5624661446s, input_fired_time: 0.1548986882, output_fired_time: 0.0000000000, propagate_forward_time: 7.0306696892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768978119
validation[          , genome  7026] predictions:    9800/  10000 (98.00%), best:    9805/10000 (98.05%), error:       686.96167, best error:       656.85913 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.1898498535s, input_fired_time: 1.4255106449, output_fired_time: 0.8487068415, propagate_forward_time: 34.6378440857, propagate_backward_time: 53.0820007324, weight_update_time: 0.0928262472, other_time: 2.1957817078
epoch time: 7.4725370407s, input_fired_time: 0.1579533368, output_fired_time: 0.0000000000, propagate_forward_time: 6.9318776131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827061653
validation[          , genome  7026] predictions:    9741/  10000 (97.41%), best:    9805/10000 (98.05%), error:       853.59662, best error:       656.85913 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.9750366211s, input_fired_time: 1.4404888153, output_fired_time: 0.8566640615, propagate_forward_time: 34.9373474121, propagate_backward_time: 53.4860763550, weight_update_time: 0.0964994878, other_time: 2.2544555664
epoch time: 7.5263347626s, input_fired_time: 0.1618955433, output_fired_time: 0.0000000000, propagate_forward_time: 6.9697108269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947281837
validation[          , genome  7026] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       666.62561, best error:       656.85913 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.2987365723s, input_fired_time: 1.4486457109, output_fired_time: 0.8593789339, propagate_forward_time: 35.0414161682, propagate_backward_time: 53.6586456299, weight_update_time: 0.0970975235, other_time: 2.2906455994
epoch time: 7.3630208969s, input_fired_time: 0.1577492207, output_fired_time: 0.0000000000, propagate_forward_time: 6.8220815659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831901550
validation[          , genome  7026] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       706.08264, best error:       656.85913 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.4647674561s, input_fired_time: 1.4672477245, output_fired_time: 0.8979635835, propagate_forward_time: 37.0998268127, propagate_backward_time: 56.6345367432, weight_update_time: 0.1002771631, other_time: 2.3651924133
epoch time: 7.6462268829s, input_fired_time: 0.1569276005, output_fired_time: 0.0000000000, propagate_forward_time: 7.0953040123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939952850
validation[          , genome  7026] predictions:    9767/  10000 (97.67%), best:    9805/10000 (98.05%), error:       809.94196, best error:       656.85913 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 96.4877395630s, input_fired_time: 1.4420243502, output_fired_time: 0.8850846291, propagate_forward_time: 36.3122978210, propagate_backward_time: 55.5077934265, weight_update_time: 0.0989099368, other_time: 2.3405380249
epoch time: 7.3479800224s, input_fired_time: 0.1440146565, output_fired_time: 0.0000000000, propagate_forward_time: 6.8341135979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698515892
validation[          , genome  7026] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       752.24030, best error:       656.85913 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.7601699829s, input_fired_time: 1.4190101624, output_fired_time: 0.8671481013, propagate_forward_time: 35.7064819336, propagate_backward_time: 54.5657806396, weight_update_time: 0.0921171978, other_time: 2.2017440796
epoch time: 8.1274118423s, input_fired_time: 0.1647167951, output_fired_time: 0.0000000000, propagate_forward_time: 7.5463724136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163227081
validation[          , genome  7026] predictions:    9754/  10000 (97.54%), best:    9805/10000 (98.05%), error:       820.15002, best error:       656.85913 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 95.0165100098s, input_fired_time: 1.4356054068, output_fired_time: 0.8694968224, propagate_forward_time: 35.8087081909, propagate_backward_time: 54.6797904968, weight_update_time: 0.0929041207, other_time: 2.2229042053
epoch time: 7.4068827629s, input_fired_time: 0.1552484483, output_fired_time: 0.0000000000, propagate_forward_time: 6.8675885201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840456009
validation[          , genome  7026] predictions:    9629/  10000 (96.29%), best:    9805/10000 (98.05%), error:      1217.10522, best error:       656.85913 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 94.9071960449s, input_fired_time: 1.4402462244, output_fired_time: 0.8703877926, propagate_forward_time: 35.7534828186, propagate_backward_time: 54.5575485229, weight_update_time: 0.1002331451, other_time: 2.2855339050
epoch time: 8.1597995758s, input_fired_time: 0.1642093509, output_fired_time: 0.0000000000, propagate_forward_time: 7.5880923271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074978828
validation[          , genome  7026] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       715.62830, best error:       656.85913 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 97.6495361328s, input_fired_time: 1.4764466286, output_fired_time: 0.8918657899, propagate_forward_time: 36.8677864075, propagate_backward_time: 56.0759315491, weight_update_time: 0.0987812132, other_time: 2.3375015259
epoch time: 7.5283412933s, input_fired_time: 0.1623109728, output_fired_time: 0.0000000000, propagate_forward_time: 6.9781470299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878831863
validation[          , genome  7026] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       698.01068, best error:       656.85913 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 96.0310211182s, input_fired_time: 1.4618887901, output_fired_time: 0.8802022934, propagate_forward_time: 36.1934585571, propagate_backward_time: 55.1886367798, weight_update_time: 0.0985540524, other_time: 2.3068313599
epoch time: 7.6525120735s, input_fired_time: 0.1556155235, output_fired_time: 0.0000000000, propagate_forward_time: 7.1196188927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772778511
validation[          , genome  7026] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       690.95471, best error:       656.85913 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.6937561035s, input_fired_time: 1.4243471622, output_fired_time: 0.8554874659, propagate_forward_time: 34.8758811951, propagate_backward_time: 53.3525238037, weight_update_time: 0.0923541635, other_time: 2.1855201721
epoch time: 7.7787294388s, input_fired_time: 0.1641644239, output_fired_time: 0.0000000000, propagate_forward_time: 7.2183918953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961730003
validation[          , genome  7026] predictions:    9765/  10000 (97.65%), best:    9805/10000 (98.05%), error:       812.58447, best error:       656.85913 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.5119781494s, input_fired_time: 1.3815973997, output_fired_time: 0.8299288154, propagate_forward_time: 34.0690422058, propagate_backward_time: 52.1690979004, weight_update_time: 0.0873482004, other_time: 2.0623130798
epoch time: 7.3298864365s, input_fired_time: 0.1508976370, output_fired_time: 0.0000000000, propagate_forward_time: 6.8144354820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645534515
validation[          , genome  7026] predictions:    9804/  10000 (98.04%), best:    9805/10000 (98.05%), error:       668.90326, best error:       656.85913 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.5338973999s, input_fired_time: 1.3793129921, output_fired_time: 0.8295774460, propagate_forward_time: 34.0746955872, propagate_backward_time: 52.1911315918, weight_update_time: 0.0874585509, other_time: 2.0591850281
epoch time: 7.3438935280s, input_fired_time: 0.1504461914, output_fired_time: 0.0000000000, propagate_forward_time: 6.8282914162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651556969
validation[          , genome  7026] predictions:    9758/  10000 (97.58%), best:    9805/10000 (98.05%), error:       849.09802, best error:       656.85913 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.6436004639s, input_fired_time: 1.3816549778, output_fired_time: 0.8309196830, propagate_forward_time: 34.1187324524, propagate_backward_time: 52.2414131165, weight_update_time: 0.0886452347, other_time: 2.0708847046
epoch time: 7.3724565506s, input_fired_time: 0.1505484283, output_fired_time: 0.0000000000, propagate_forward_time: 6.8516263962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702816963
validation[          , genome  7026] predictions:    9770/  10000 (97.70%), best:    9805/10000 (98.05%), error:       746.67560, best error:       656.85913 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.1213760376s, input_fired_time: 1.3966917992, output_fired_time: 0.8383269310, propagate_forward_time: 34.2448692322, propagate_backward_time: 52.5402107239, weight_update_time: 0.0875390470, other_time: 2.1012802124
epoch time: 7.3529291153s, input_fired_time: 0.1530074924, output_fired_time: 0.0000000000, propagate_forward_time: 6.8297920227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701295853
validation[          , genome  7026] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       776.48749, best error:       656.85913 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.8791732788s, input_fired_time: 1.4026414156, output_fired_time: 0.8454183936, propagate_forward_time: 34.1999855042, propagate_backward_time: 52.3376045227, weight_update_time: 0.0876452103, other_time: 2.0935211182
epoch time: 7.3335957527s, input_fired_time: 0.1516185552, output_fired_time: 0.0000000000, propagate_forward_time: 6.8155393600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664379120
validation[          , genome  7026] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       748.33618, best error:       656.85913 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.5875701904s, input_fired_time: 1.3928816319, output_fired_time: 0.8327398300, propagate_forward_time: 34.0848922729, propagate_backward_time: 52.1800880432, weight_update_time: 0.0876292363, other_time: 2.0969657898
epoch time: 7.3379387856s, input_fired_time: 0.1533861905, output_fired_time: 0.0000000000, propagate_forward_time: 6.8161883354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683643341
validation[          , genome  7026] predictions:    9553/  10000 (95.53%), best:    9805/10000 (98.05%), error:      1462.41479, best error:       656.85913 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.5591735840s, input_fired_time: 1.3905512094, output_fired_time: 0.8359116316, propagate_forward_time: 34.1128234863, propagate_backward_time: 52.1530456543, weight_update_time: 0.0874494985, other_time: 2.0668411255
epoch time: 7.3318233490s, input_fired_time: 0.1515245587, output_fired_time: 0.0000000000, propagate_forward_time: 6.8145213127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657774925
validation[          , genome  7026] predictions:    9770/  10000 (97.70%), best:    9805/10000 (98.05%), error:       758.11768, best error:       656.85913 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.4572753906s, input_fired_time: 1.3892993927, output_fired_time: 0.8292300105, propagate_forward_time: 34.0728569031, propagate_backward_time: 52.1044273376, weight_update_time: 0.0874099210, other_time: 2.0614624023
epoch time: 7.3340635300s, input_fired_time: 0.1531614810, output_fired_time: 0.0000000000, propagate_forward_time: 6.8148164749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660855293
validation[          , genome  7026] predictions:    9771/  10000 (97.71%), best:    9805/10000 (98.05%), error:       775.35077, best error:       656.85913 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.5335769653s, input_fired_time: 1.3973593712, output_fired_time: 0.8303086162, propagate_forward_time: 34.0917625427, propagate_backward_time: 52.1381645203, weight_update_time: 0.0875689238, other_time: 2.0759811401
epoch time: 7.3347787857s, input_fired_time: 0.1515318006, output_fired_time: 0.0000000000, propagate_forward_time: 6.8174753189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657717705
validation[          , genome  7026] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       751.81567, best error:       656.85913 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.5926742554s, input_fired_time: 1.3947576284, output_fired_time: 0.8415909410, propagate_forward_time: 34.1029434204, propagate_backward_time: 52.1843757629, weight_update_time: 0.0875792354, other_time: 2.0690040588
epoch time: 7.3731207848s, input_fired_time: 0.1527524143, output_fired_time: 0.0000000000, propagate_forward_time: 6.8497900963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705782890
validation[          , genome  7026] predictions:    9773/  10000 (97.73%), best:    9805/10000 (98.05%), error:       725.89417, best error:       656.85913 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.5977401733s, input_fired_time: 1.3996264935, output_fired_time: 0.8427373767, propagate_forward_time: 34.1034545898, propagate_backward_time: 52.1829338074, weight_update_time: 0.0873611718, other_time: 2.0689888000
epoch time: 7.3399930000s, input_fired_time: 0.1528645903, output_fired_time: 0.0000000000, propagate_forward_time: 6.8203053474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668231964
validation[          , genome  7026] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       748.94122, best error:       656.85913 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.6086349487s, input_fired_time: 1.3974328041, output_fired_time: 0.8484777808, propagate_forward_time: 34.1271667480, propagate_backward_time: 52.1675720215, weight_update_time: 0.0873505175, other_time: 2.0679855347
epoch time: 7.3374853134s, input_fired_time: 0.1523617506, output_fired_time: 0.0000000000, propagate_forward_time: 6.8170833588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680400848
validation[          , genome  7026] predictions:    9764/  10000 (97.64%), best:    9805/10000 (98.05%), error:       772.19177, best error:       656.85913 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.5318984985s, input_fired_time: 1.3958153725, output_fired_time: 0.8303592801, propagate_forward_time: 34.0890808105, propagate_backward_time: 52.1509666443, weight_update_time: 0.0875595585, other_time: 2.0656776428
epoch time: 7.3312797546s, input_fired_time: 0.1522592008, output_fired_time: 0.0000000000, propagate_forward_time: 6.8137707710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652496338
validation[          , genome  7026] predictions:    9762/  10000 (97.62%), best:    9805/10000 (98.05%), error:       797.14954, best error:       656.85913 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.5138626099s, input_fired_time: 1.3948894739, output_fired_time: 0.8337400556, propagate_forward_time: 34.0897293091, propagate_backward_time: 52.1253700256, weight_update_time: 0.0874030590, other_time: 2.0701332092
epoch time: 7.3313155174s, input_fired_time: 0.1522223502, output_fired_time: 0.0000000000, propagate_forward_time: 6.8144207001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646726608
validation[          , genome  7026] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       732.83765, best error:       656.85913 on epoch:    56, 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: 36.6792411804s, input_fired_time: 0.7386170626, output_fired_time: 0.0000000000, propagate_forward_time: 34.0872764587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8533477783
best training[          , genome  7026] predictions:   49682/  50000 (99.36%), best:    9805/10000 (98.05%), error:      1324.47998, best error:       656.85913 on epoch:    56, 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: 7.3357715607s, input_fired_time: 0.1439400166, output_fired_time: 0.0000000000, propagate_forward_time: 6.8143601418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774714470
   testing[          , genome  7026] predictions:    9818/  10000 (98.18%), best:    9805/10000 (98.05%), error:       602.16125, best error:       656.85913 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:31:13 (5347): called boinc_finish(0)

</stderr_txt>
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