Nameexact_genome_1512568488_41_7034_1
Workunit2606426
Created7 Dec 2017, 23:25:01 UTC
Sent7 Dec 2017, 23:31:25 UTC
Report deadline16 Dec 2017, 15:12:46 UTC
Received8 Dec 2017, 8:51:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 21 min 16 sec
CPU time2 hours 21 min 16 sec
Validate stateValid
Credit2,163.43
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.68 MB
Peak swap size152.44 MB
Peak disk usage1.11 MB

Stderr output

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

epoch time: 79.0331420898s, input_fired_time: 0.9175547957, output_fired_time: 0.5633156300, propagate_forward_time: 30.0558338165, propagate_backward_time: 45.6517066956, weight_update_time: 0.0735274926, other_time: 1.8447303772
epoch time: 6.2468252182s, input_fired_time: 0.0921743885, output_fired_time: 0.0000000000, propagate_forward_time: 5.8393931389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152575493
validation[          , genome  7034] predictions:    9668/  10000 (96.68%), best:    9680/10000 (96.80%), error:      1153.78210, best error:      1108.67310 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 77.4696426392s, input_fired_time: 0.9088844657, output_fired_time: 0.5537186265, propagate_forward_time: 29.4271450043, propagate_backward_time: 44.7809295654, weight_update_time: 0.0722606555, other_time: 1.7989654541
epoch time: 6.2802696228s, input_fired_time: 0.0949102193, output_fired_time: 0.0000000000, propagate_forward_time: 5.8680849075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172745705
validation[          , genome  7034] predictions:    9634/  10000 (96.34%), best:    9680/10000 (96.80%), error:      1152.05603, best error:      1108.67310 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 77.0239791870s, input_fired_time: 0.9091399908, output_fired_time: 0.5519525409, propagate_forward_time: 29.1844940186, propagate_backward_time: 44.5453033447, weight_update_time: 0.0725726336, other_time: 1.8330841064
epoch time: 6.2443671227s, input_fired_time: 0.0940810367, output_fired_time: 0.0000000000, propagate_forward_time: 5.8353562355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149299622
validation[          , genome  7034] predictions:    9636/  10000 (96.36%), best:    9680/10000 (96.80%), error:      1226.34534, best error:      1108.67310 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 77.0358657837s, input_fired_time: 0.9101409912, output_fired_time: 0.5516273379, propagate_forward_time: 29.1875705719, propagate_backward_time: 44.5676727295, weight_update_time: 0.0726763234, other_time: 1.8188552856
epoch time: 6.2441554070s, input_fired_time: 0.0948503837, output_fired_time: 0.0000000000, propagate_forward_time: 5.8361077309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131971359
validation[          , genome  7034] predictions:    9654/  10000 (96.54%), best:    9680/10000 (96.80%), error:      1125.91357, best error:      1108.67310 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 77.1390838623s, input_fired_time: 0.9074633121, output_fired_time: 0.5522268414, propagate_forward_time: 29.2331485748, propagate_backward_time: 44.6401634216, weight_update_time: 0.0727778375, other_time: 1.8060874939
epoch time: 6.2378993034s, input_fired_time: 0.0930485278, output_fired_time: 0.0000000000, propagate_forward_time: 5.8338155746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110351562
validation[          , genome  7034] predictions:    9653/  10000 (96.53%), best:    9680/10000 (96.80%), error:      1165.91003, best error:      1108.67310 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 77.6387786865s, input_fired_time: 0.9140805006, output_fired_time: 0.5540860295, propagate_forward_time: 29.4475746155, propagate_backward_time: 44.8959236145, weight_update_time: 0.0732112750, other_time: 1.8271179199
epoch time: 6.2240362167s, input_fired_time: 0.0925922617, output_fired_time: 0.0000000000, propagate_forward_time: 5.8278326988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036112785
validation[          , genome  7034] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1080.59338, best error:      1080.59338 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 77.0376358032s, input_fired_time: 0.9004504681, output_fired_time: 0.5475900769, propagate_forward_time: 29.2363052368, propagate_backward_time: 44.5896530151, weight_update_time: 0.0722075775, other_time: 1.7636337280
epoch time: 6.2967267036s, input_fired_time: 0.0922438130, output_fired_time: 0.0000000000, propagate_forward_time: 5.8969678879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075151443
validation[          , genome  7034] predictions:    9653/  10000 (96.53%), best:    9655/10000 (96.55%), error:      1180.62610, best error:      1080.59338 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 77.8406524658s, input_fired_time: 0.9054579735, output_fired_time: 0.5616708994, propagate_forward_time: 29.5016803741, propagate_backward_time: 45.0956192017, weight_update_time: 0.0727652907, other_time: 1.7762298584
epoch time: 6.2310829163s, input_fired_time: 0.0911514387, output_fired_time: 0.0000000000, propagate_forward_time: 5.8343267441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056049347
validation[          , genome  7034] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1044.79224, best error:      1044.79224 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 77.7738952637s, input_fired_time: 0.9085438251, output_fired_time: 0.5539849401, propagate_forward_time: 29.4846763611, propagate_backward_time: 45.0258331299, weight_update_time: 0.0730580166, other_time: 1.8008537292
epoch time: 6.2563695908s, input_fired_time: 0.0949372277, output_fired_time: 0.0000000000, propagate_forward_time: 5.8494586945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119735718
validation[          , genome  7034] predictions:    9687/  10000 (96.87%), best:    9698/10000 (96.98%), error:      1062.91882, best error:      1044.79224 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 77.0988464355s, input_fired_time: 0.9005773664, output_fired_time: 0.5493288040, propagate_forward_time: 29.1982536316, propagate_backward_time: 44.6704864502, weight_update_time: 0.0726482496, other_time: 1.7802009583
epoch time: 6.2302217484s, input_fired_time: 0.0933175310, output_fired_time: 0.0000000000, propagate_forward_time: 5.8294663429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074378967
validation[          , genome  7034] predictions:    9666/  10000 (96.66%), best:    9698/10000 (96.98%), error:      1082.27869, best error:      1044.79224 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 76.9402465820s, input_fired_time: 0.9011874795, output_fired_time: 0.5477554202, propagate_forward_time: 29.1639957428, propagate_backward_time: 44.5596313477, weight_update_time: 0.0725777298, other_time: 1.7676849365
epoch time: 6.2303471565s, input_fired_time: 0.0928048491, output_fired_time: 0.0000000000, propagate_forward_time: 5.8300304413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075118065
validation[          , genome  7034] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1007.97864, best error:      1007.97864 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 77.0938262939s, input_fired_time: 0.9008294344, output_fired_time: 0.5496013165, propagate_forward_time: 29.1839294434, propagate_backward_time: 44.6923980713, weight_update_time: 0.0725912377, other_time: 1.7670669556
epoch time: 6.2313399315s, input_fired_time: 0.0928441137, output_fired_time: 0.0000000000, propagate_forward_time: 5.8311958313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073000908
validation[          , genome  7034] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       968.48663, best error:       968.48663 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 77.1843490601s, input_fired_time: 0.9016665220, output_fired_time: 0.5502326488, propagate_forward_time: 29.2530498505, propagate_backward_time: 44.7139472961, weight_update_time: 0.0724852234, other_time: 1.7654533386
epoch time: 6.2994956970s, input_fired_time: 0.0968804434, output_fired_time: 0.0000000000, propagate_forward_time: 5.8892049789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134102821
validation[          , genome  7034] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1125.25012, best error:       968.48663 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 77.4475250244s, input_fired_time: 0.9038665295, output_fired_time: 0.5503112078, propagate_forward_time: 29.3992767334, propagate_backward_time: 44.8253555298, weight_update_time: 0.0724890679, other_time: 1.7687149048
epoch time: 6.2272453308s, input_fired_time: 0.0927800387, output_fired_time: 0.0000000000, propagate_forward_time: 5.8287239075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057413101
validation[          , genome  7034] predictions:    9597/  10000 (95.97%), best:    9708/10000 (97.08%), error:      1289.06384, best error:       968.48663 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.9211120605s, input_fired_time: 0.9030577540, output_fired_time: 0.5477021933, propagate_forward_time: 29.1863193512, propagate_backward_time: 44.5244064331, weight_update_time: 0.0722662434, other_time: 1.7596282959
epoch time: 6.2256436348s, input_fired_time: 0.0927686468, output_fired_time: 0.0000000000, propagate_forward_time: 5.8276939392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051810265
validation[          , genome  7034] predictions:    9633/  10000 (96.33%), best:    9708/10000 (97.08%), error:      1190.42578, best error:       968.48663 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.9725570679s, input_fired_time: 0.9015999436, output_fired_time: 0.5481493473, propagate_forward_time: 29.1823596954, propagate_backward_time: 44.5830802917, weight_update_time: 0.0722092167, other_time: 1.7573661804
epoch time: 6.2352895737s, input_fired_time: 0.0929156393, output_fired_time: 0.0000000000, propagate_forward_time: 5.8360972404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062767982
validation[          , genome  7034] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       966.49164, best error:       966.49164 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.5290908813s, input_fired_time: 0.9177621603, output_fired_time: 0.5585595965, propagate_forward_time: 29.8197669983, propagate_backward_time: 45.4185333252, weight_update_time: 0.0732106268, other_time: 1.8144645691
epoch time: 6.2362375259s, input_fired_time: 0.0936396718, output_fired_time: 0.0000000000, propagate_forward_time: 5.8336982727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088994026
validation[          , genome  7034] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:       982.07635, best error:       966.49164 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 77.0103988647s, input_fired_time: 0.9081613421, output_fired_time: 0.5498422384, propagate_forward_time: 29.1976490021, propagate_backward_time: 44.5647392273, weight_update_time: 0.0723638609, other_time: 1.7900047302
epoch time: 6.2460608482s, input_fired_time: 0.0958130360, output_fired_time: 0.0000000000, propagate_forward_time: 5.8385944366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116531372
validation[          , genome  7034] predictions:    9699/  10000 (96.99%), best:    9720/10000 (97.20%), error:      1020.76459, best error:       966.49164 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 76.9089813232s, input_fired_time: 0.9015252590, output_fired_time: 0.5484890938, propagate_forward_time: 29.1749515533, propagate_backward_time: 44.5231018066, weight_update_time: 0.0722043961, other_time: 1.7609100342
epoch time: 6.2254676819s, input_fired_time: 0.0928378850, output_fired_time: 0.0000000000, propagate_forward_time: 5.8278899193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047399521
validation[          , genome  7034] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:       991.48816, best error:       966.49164 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 76.8493728638s, input_fired_time: 0.8940665722, output_fired_time: 0.5468372703, propagate_forward_time: 29.1577014923, propagate_backward_time: 44.5049285889, weight_update_time: 0.0721074194, other_time: 1.7458419800
epoch time: 6.2255091667s, input_fired_time: 0.0931742117, output_fired_time: 0.0000000000, propagate_forward_time: 5.8272724152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050627708
validation[          , genome  7034] predictions:    9669/  10000 (96.69%), best:    9720/10000 (97.20%), error:      1123.32568, best error:       966.49164 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 77.1156463623s, input_fired_time: 0.9093435407, output_fired_time: 0.5487477183, propagate_forward_time: 29.2316970825, propagate_backward_time: 44.6671257019, weight_update_time: 0.0723248646, other_time: 1.7587394714
epoch time: 6.2272028923s, input_fired_time: 0.0938308537, output_fired_time: 0.0000000000, propagate_forward_time: 5.8279957771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053760529
validation[          , genome  7034] predictions:    9706/  10000 (97.06%), best:    9720/10000 (97.20%), error:       997.81409, best error:       966.49164 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 77.0380630493s, input_fired_time: 0.9131498337, output_fired_time: 0.5493000150, propagate_forward_time: 29.1915321350, propagate_backward_time: 44.6124954224, weight_update_time: 0.0721825808, other_time: 1.7715873718
epoch time: 6.2366909981s, input_fired_time: 0.0954258069, output_fired_time: 0.0000000000, propagate_forward_time: 5.8312921524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099732399
validation[          , genome  7034] predictions:    9662/  10000 (96.62%), best:    9720/10000 (97.20%), error:      1128.19495, best error:       966.49164 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.0190353394s, input_fired_time: 0.9167445898, output_fired_time: 0.5497087240, propagate_forward_time: 29.1933135986, propagate_backward_time: 44.5558052063, weight_update_time: 0.0722216368, other_time: 1.8034629822
epoch time: 6.2549333572s, input_fired_time: 0.0959015936, output_fired_time: 0.0000000000, propagate_forward_time: 5.8479776382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110542297
validation[          , genome  7034] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:       987.60132, best error:       966.49164 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 76.9199066162s, input_fired_time: 0.9156344533, output_fired_time: 0.5489420891, propagate_forward_time: 29.1745109558, propagate_backward_time: 44.5066032410, weight_update_time: 0.0722638816, other_time: 1.7742156982
epoch time: 6.2271161079s, input_fired_time: 0.0944180638, output_fired_time: 0.0000000000, propagate_forward_time: 5.8279762268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047218323
validation[          , genome  7034] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:       984.32288, best error:       966.49164 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 76.9037170410s, input_fired_time: 0.9131338596, output_fired_time: 0.5473613739, propagate_forward_time: 29.1791934967, propagate_backward_time: 44.4973335266, weight_update_time: 0.0722161606, other_time: 1.7666969299
epoch time: 6.2310400009s, input_fired_time: 0.0940672234, output_fired_time: 0.0000000000, propagate_forward_time: 5.8304076195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065652847
validation[          , genome  7034] predictions:    9645/  10000 (96.45%), best:    9720/10000 (97.20%), error:      1149.89075, best error:       966.49164 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 77.0597763062s, input_fired_time: 0.9144921899, output_fired_time: 0.5542517304, propagate_forward_time: 29.2309169769, propagate_backward_time: 44.5888671875, weight_update_time: 0.0720935613, other_time: 1.7712478638
epoch time: 6.2458415031s, input_fired_time: 0.0935140476, output_fired_time: 0.0000000000, propagate_forward_time: 5.8454380035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068895340
validation[          , genome  7034] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       934.19946, best error:       934.19946 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.8895645142s, input_fired_time: 0.9173259735, output_fired_time: 0.5539290905, propagate_forward_time: 29.5411167145, propagate_backward_time: 45.0970268250, weight_update_time: 0.0728429481, other_time: 1.7801628113
epoch time: 6.2518963814s, input_fired_time: 0.0968716890, output_fired_time: 0.0000000000, propagate_forward_time: 5.8457365036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092880249
validation[          , genome  7034] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1071.17688, best error:       934.19946 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 76.9803848267s, input_fired_time: 0.9100571871, output_fired_time: 0.5484215617, propagate_forward_time: 29.1964397430, propagate_backward_time: 44.5572700500, weight_update_time: 0.0722445771, other_time: 1.7681922913
epoch time: 6.2356905937s, input_fired_time: 0.0957388878, output_fired_time: 0.0000000000, propagate_forward_time: 5.8334689140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064827919
validation[          , genome  7034] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:      1013.57806, best error:       934.19946 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 77.0228881836s, input_fired_time: 0.9140632153, output_fired_time: 0.5482173562, propagate_forward_time: 29.2078762054, propagate_backward_time: 44.5884056091, weight_update_time: 0.0724122077, other_time: 1.7643241882
epoch time: 6.2306203842s, input_fired_time: 0.0951956064, output_fired_time: 0.0000000000, propagate_forward_time: 5.8295226097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059020042
validation[          , genome  7034] predictions:    9721/  10000 (97.21%), best:    9720/10000 (97.20%), error:       973.26709, best error:       934.19946 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.6524887085s, input_fired_time: 0.9255927205, output_fired_time: 0.5545634031, propagate_forward_time: 29.3996906281, propagate_backward_time: 44.9585075378, weight_update_time: 0.0730427206, other_time: 1.8141365051
epoch time: 6.2454013824s, input_fired_time: 0.0971510857, output_fired_time: 0.0000000000, propagate_forward_time: 5.8378620148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103880882
validation[          , genome  7034] predictions:    9651/  10000 (96.51%), best:    9720/10000 (97.20%), error:      1128.05127, best error:       934.19946 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 77.3555755615s, input_fired_time: 0.9242730737, output_fired_time: 0.5512429476, propagate_forward_time: 29.2662124634, propagate_backward_time: 44.6807899475, weight_update_time: 0.0738304630, other_time: 1.9330558777
epoch time: 6.2452712059s, input_fired_time: 0.0964200050, output_fired_time: 0.0000000000, propagate_forward_time: 5.8412389755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076124191
validation[          , genome  7034] predictions:    9706/  10000 (97.06%), best:    9720/10000 (97.20%), error:       974.40887, best error:       934.19946 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 77.1414260864s, input_fired_time: 0.9172002077, output_fired_time: 0.5498393178, propagate_forward_time: 29.2518482208, propagate_backward_time: 44.6412048340, weight_update_time: 0.0720956773, other_time: 1.7813339233
epoch time: 6.2430076599s, input_fired_time: 0.0965341404, output_fired_time: 0.0000000000, propagate_forward_time: 5.8392620087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072113991
validation[          , genome  7034] predictions:    9694/  10000 (96.94%), best:    9720/10000 (97.20%), error:      1009.40167, best error:       934.19946 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 76.9884262085s, input_fired_time: 0.9089975953, output_fired_time: 0.5479874611, propagate_forward_time: 29.1972351074, propagate_backward_time: 44.5907249451, weight_update_time: 0.0718923807, other_time: 1.7434806824
epoch time: 6.2272543907s, input_fired_time: 0.0947865099, output_fired_time: 0.0000000000, propagate_forward_time: 5.8281531334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043146133
validation[          , genome  7034] predictions:    9703/  10000 (97.03%), best:    9720/10000 (97.20%), error:       985.74493, best error:       934.19946 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 76.9924087524s, input_fired_time: 0.9122925401, output_fired_time: 0.5476584435, propagate_forward_time: 29.2083415985, propagate_backward_time: 44.5552597046, weight_update_time: 0.0720921457, other_time: 1.7688522339
epoch time: 6.2467517853s, input_fired_time: 0.0966772065, output_fired_time: 0.0000000000, propagate_forward_time: 5.8434309959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066434860
validation[          , genome  7034] predictions:    9722/  10000 (97.22%), best:    9720/10000 (97.20%), error:       949.94556, best error:       934.19946 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 77.1325378418s, input_fired_time: 0.9166846275, output_fired_time: 0.5507765412, propagate_forward_time: 29.2731285095, propagate_backward_time: 44.6200103760, weight_update_time: 0.0724287033, other_time: 1.7719383240
epoch time: 6.2265486717s, input_fired_time: 0.0944450721, output_fired_time: 0.0000000000, propagate_forward_time: 5.8284144402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036890030
validation[          , genome  7034] predictions:    9686/  10000 (96.86%), best:    9720/10000 (97.20%), error:      1051.36731, best error:       934.19946 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 77.4045944214s, input_fired_time: 0.9086008668, output_fired_time: 0.5635870695, propagate_forward_time: 29.3588161469, propagate_backward_time: 44.8168716431, weight_update_time: 0.0723696798, other_time: 1.7567214966
epoch time: 6.2311248779s, input_fired_time: 0.0961306542, output_fired_time: 0.0000000000, propagate_forward_time: 5.8281946182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067994118
validation[          , genome  7034] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:      1024.18384, best error:       934.19946 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 76.9614715576s, input_fired_time: 0.8999832273, output_fired_time: 0.5483472943, propagate_forward_time: 29.1661815643, propagate_backward_time: 44.6044616699, weight_update_time: 0.0719740018, other_time: 1.7424926758
epoch time: 6.2298765182s, input_fired_time: 0.0944656953, output_fired_time: 0.0000000000, propagate_forward_time: 5.8316874504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037233353
validation[          , genome  7034] predictions:    9653/  10000 (96.53%), best:    9720/10000 (97.20%), error:      1084.10242, best error:       934.19946 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 77.0303497314s, input_fired_time: 0.9018865824, output_fired_time: 0.5496479869, propagate_forward_time: 29.1941032410, propagate_backward_time: 44.6526985168, weight_update_time: 0.0719963163, other_time: 1.7320175171
epoch time: 6.2250971794s, input_fired_time: 0.0943194702, output_fired_time: 0.0000000000, propagate_forward_time: 5.8270268440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037509918
validation[          , genome  7034] predictions:    9705/  10000 (97.05%), best:    9720/10000 (97.20%), error:       958.24829, best error:       934.19946 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 77.5565795898s, input_fired_time: 0.9122227430, output_fired_time: 0.5543820262, propagate_forward_time: 29.3698787689, propagate_backward_time: 44.9660911560, weight_update_time: 0.0723357648, other_time: 1.7540016174
epoch time: 6.2301054001s, input_fired_time: 0.0952622145, output_fired_time: 0.0000000000, propagate_forward_time: 5.8321781158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026652336
validation[          , genome  7034] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:       939.22729, best error:       934.19946 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.2907257080s, input_fired_time: 0.9140052795, output_fired_time: 0.5495737195, propagate_forward_time: 29.3440055847, propagate_backward_time: 44.7164535522, weight_update_time: 0.0722257346, other_time: 1.7666893005
epoch time: 6.2289972305s, input_fired_time: 0.0951115042, output_fired_time: 0.0000000000, propagate_forward_time: 5.8293290138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045568466
validation[          , genome  7034] predictions:    9692/  10000 (96.92%), best:    9720/10000 (97.20%), error:      1050.07666, best error:       934.19946 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 77.1522293091s, input_fired_time: 0.9177880883, output_fired_time: 0.5492937565, propagate_forward_time: 29.2852439880, propagate_backward_time: 44.6515159607, weight_update_time: 0.0719649717, other_time: 1.7483901978
epoch time: 6.2540073395s, input_fired_time: 0.0970224664, output_fired_time: 0.0000000000, propagate_forward_time: 5.8478507996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091340065
validation[          , genome  7034] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       907.71399, best error:       907.71399 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 76.9165649414s, input_fired_time: 0.9192895293, output_fired_time: 0.5499976277, propagate_forward_time: 29.1709480286, propagate_backward_time: 44.5087661743, weight_update_time: 0.0719816983, other_time: 1.7675666809
epoch time: 6.2335267067s, input_fired_time: 0.0961732343, output_fired_time: 0.0000000000, propagate_forward_time: 5.8304505348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069028854
validation[          , genome  7034] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       969.47742, best error:       907.71399 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 76.9193878174s, input_fired_time: 0.9249089360, output_fired_time: 0.5490850210, propagate_forward_time: 29.1678962708, propagate_backward_time: 44.5058593750, weight_update_time: 0.0719649643, other_time: 1.7716331482
epoch time: 6.2356934547s, input_fired_time: 0.0958719403, output_fired_time: 0.0000000000, propagate_forward_time: 5.8343243599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3054971695
validation[          , genome  7034] predictions:    9697/  10000 (96.97%), best:    9724/10000 (97.24%), error:       979.70300, best error:       907.71399 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 76.8664932251s, input_fired_time: 0.9238706827, output_fired_time: 0.5486507416, propagate_forward_time: 29.1619434357, propagate_backward_time: 44.4661941528, weight_update_time: 0.0719849989, other_time: 1.7658309937
epoch time: 6.2343940735s, input_fired_time: 0.0972982496, output_fired_time: 0.0000000000, propagate_forward_time: 5.8303894997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067064285
validation[          , genome  7034] predictions:    9665/  10000 (96.65%), best:    9724/10000 (97.24%), error:      1102.07776, best error:       907.71399 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 76.8334121704s, input_fired_time: 0.9177258015, output_fired_time: 0.5476310253, propagate_forward_time: 29.1614437103, propagate_backward_time: 44.4602813721, weight_update_time: 0.0718821585, other_time: 1.7463302612
epoch time: 6.2934474945s, input_fired_time: 0.0988473743, output_fired_time: 0.0000000000, propagate_forward_time: 5.8805065155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140935898
validation[          , genome  7034] predictions:    9653/  10000 (96.53%), best:    9724/10000 (97.24%), error:      1059.95532, best error:       907.71399 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 76.8603286743s, input_fired_time: 0.9159184098, output_fired_time: 0.5489497781, propagate_forward_time: 29.1687889099, propagate_backward_time: 44.4656944275, weight_update_time: 0.0721657500, other_time: 1.7609786987
epoch time: 6.2332801819s, input_fired_time: 0.0969495103, output_fired_time: 0.0000000000, propagate_forward_time: 5.8306012154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057293892
validation[          , genome  7034] predictions:    9717/  10000 (97.17%), best:    9724/10000 (97.24%), error:       928.20599, best error:       907.71399 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 78.4435272217s, input_fired_time: 0.9321435690, output_fired_time: 0.5596292615, propagate_forward_time: 29.7531204224, propagate_backward_time: 45.3909873962, weight_update_time: 0.0733823329, other_time: 1.8076438904
epoch time: 6.3608636856s, input_fired_time: 0.0994421244, output_fired_time: 0.0000000000, propagate_forward_time: 5.9490466118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123750687
validation[          , genome  7034] predictions:    9638/  10000 (96.38%), best:    9724/10000 (97.24%), error:      1249.01636, best error:       907.71399 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 77.2122802734s, input_fired_time: 0.9294232130, output_fired_time: 0.5518510938, propagate_forward_time: 29.2850379944, propagate_backward_time: 44.6635246277, weight_update_time: 0.0725754946, other_time: 1.7824478149
epoch time: 6.2354912758s, input_fired_time: 0.0975450352, output_fired_time: 0.0000000000, propagate_forward_time: 5.8314833641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064627647
validation[          , genome  7034] predictions:    9722/  10000 (97.22%), best:    9724/10000 (97.24%), error:       908.88721, best error:       907.71399 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 77.0798110962s, input_fired_time: 0.9254380465, output_fired_time: 0.5515350103, propagate_forward_time: 29.2247200012, propagate_backward_time: 44.5912857056, weight_update_time: 0.0727064759, other_time: 1.7868309021
epoch time: 6.2353620529s, input_fired_time: 0.0964387879, output_fired_time: 0.0000000000, propagate_forward_time: 5.8329029083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060202599
validation[          , genome  7034] predictions:    9728/  10000 (97.28%), best:    9724/10000 (97.24%), error:       941.47766, best error:       907.71399 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 76.9350280762s, input_fired_time: 0.9232029319, output_fired_time: 0.5494723916, propagate_forward_time: 29.1752662659, propagate_backward_time: 44.5190010071, weight_update_time: 0.0722682476, other_time: 1.7680892944
epoch time: 6.2403492928s, input_fired_time: 0.0984071642, output_fired_time: 0.0000000000, propagate_forward_time: 5.8341879845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077540398
validation[          , genome  7034] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       878.20618, best error:       878.20618 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 77.1182708740s, input_fired_time: 0.9269778132, output_fired_time: 0.5508856773, propagate_forward_time: 29.2703361511, propagate_backward_time: 44.5993194580, weight_update_time: 0.0725293830, other_time: 1.7707481384
epoch time: 6.2357625961s, input_fired_time: 0.0981205180, output_fired_time: 0.0000000000, propagate_forward_time: 5.8307828903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068590164
validation[          , genome  7034] predictions:    9656/  10000 (96.56%), best:    9740/10000 (97.40%), error:      1125.17944, best error:       878.20618 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 76.9570846558s, input_fired_time: 0.9295576811, output_fired_time: 0.5502987504, propagate_forward_time: 29.1849975586, propagate_backward_time: 44.5155639648, weight_update_time: 0.0726939440, other_time: 1.7766647339
epoch time: 6.2377643585s, input_fired_time: 0.0996069610, output_fired_time: 0.0000000000, propagate_forward_time: 5.8316917419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064656258
validation[          , genome  7034] predictions:    9701/  10000 (97.01%), best:    9740/10000 (97.40%), error:       971.54346, best error:       878.20618 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 77.1581878662s, input_fired_time: 0.9331590533, output_fired_time: 0.5517016053, propagate_forward_time: 29.2219257355, propagate_backward_time: 44.6620140076, weight_update_time: 0.0730652064, other_time: 1.7893867493
epoch time: 6.2590131760s, input_fired_time: 0.0986539721, output_fired_time: 0.0000000000, propagate_forward_time: 5.8527374268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076219559
validation[          , genome  7034] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       939.64386, best error:       878.20618 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 77.0805892944s, input_fired_time: 0.9325467348, output_fired_time: 0.5520658493, propagate_forward_time: 29.2052593231, propagate_backward_time: 44.6157531738, weight_update_time: 0.0725915506, other_time: 1.7749633789
epoch time: 6.2409138680s, input_fired_time: 0.1001282260, output_fired_time: 0.0000000000, propagate_forward_time: 5.8312978745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094878197
validation[          , genome  7034] predictions:    9699/  10000 (96.99%), best:    9740/10000 (97.40%), error:       965.05829, best error:       878.20618 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 77.0378952026s, input_fired_time: 0.9315468073, output_fired_time: 0.5514366031, propagate_forward_time: 29.2170886993, propagate_backward_time: 44.5558090210, weight_update_time: 0.0726511478, other_time: 1.7820129395
epoch time: 6.2390065193s, input_fired_time: 0.0990079120, output_fired_time: 0.0000000000, propagate_forward_time: 5.8319082260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080902100
validation[          , genome  7034] predictions:    9713/  10000 (97.13%), best:    9740/10000 (97.40%), error:       982.07635, best error:       878.20618 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 77.1865081787s, input_fired_time: 0.9308466315, output_fired_time: 0.5520006418, propagate_forward_time: 29.2770462036, propagate_backward_time: 44.6566581726, weight_update_time: 0.0723970905, other_time: 1.7699546814
epoch time: 6.2350111008s, input_fired_time: 0.0986407101, output_fired_time: 0.0000000000, propagate_forward_time: 5.8312282562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051419258
validation[          , genome  7034] predictions:    9707/  10000 (97.07%), best:    9740/10000 (97.40%), error:       956.48981, best error:       878.20618 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 77.4016265869s, input_fired_time: 0.9334900379, output_fired_time: 0.5526705980, propagate_forward_time: 29.3552513123, propagate_backward_time: 44.7837905884, weight_update_time: 0.0727632716, other_time: 1.7764244080
epoch time: 6.2408199310s, input_fired_time: 0.0995667353, output_fired_time: 0.0000000000, propagate_forward_time: 5.8335161209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077368736
validation[          , genome  7034] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       931.58966, best error:       878.20618 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 77.0322799683s, input_fired_time: 0.9310668707, output_fired_time: 0.5503841639, propagate_forward_time: 29.2055549622, propagate_backward_time: 44.5794105530, weight_update_time: 0.0726928487, other_time: 1.7658615112
epoch time: 6.2364773750s, input_fired_time: 0.0989599079, output_fired_time: 0.0000000000, propagate_forward_time: 5.8319706917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055467606
validation[          , genome  7034] predictions:    9707/  10000 (97.07%), best:    9740/10000 (97.40%), error:       954.39661, best error:       878.20618 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 76.9753189087s, input_fired_time: 0.9296014905, output_fired_time: 0.5502848029, propagate_forward_time: 29.1679458618, propagate_backward_time: 44.5644645691, weight_update_time: 0.0726263896, other_time: 1.7630195618
epoch time: 6.2409176826s, input_fired_time: 0.0993592292, output_fired_time: 0.0000000000, propagate_forward_time: 5.8338632584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076953888
validation[          , genome  7034] predictions:    9669/  10000 (96.69%), best:    9740/10000 (97.40%), error:      1058.72412, best error:       878.20618 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 76.9847640991s, input_fired_time: 0.9282956719, output_fired_time: 0.5501019955, propagate_forward_time: 29.1751155853, propagate_backward_time: 44.5896911621, weight_update_time: 0.0725283325, other_time: 1.7415542603
epoch time: 6.2273211479s, input_fired_time: 0.0980179608, output_fired_time: 0.0000000000, propagate_forward_time: 5.8279094696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013935089
validation[          , genome  7034] predictions:    9672/  10000 (96.72%), best:    9740/10000 (97.40%), error:      1085.18604, best error:       878.20618 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 77.0500335693s, input_fired_time: 0.9253002405, output_fired_time: 0.5511440039, propagate_forward_time: 29.1653366089, propagate_backward_time: 44.6834564209, weight_update_time: 0.0724127516, other_time: 1.7247924805
epoch time: 6.2277007103s, input_fired_time: 0.0988117084, output_fired_time: 0.0000000000, propagate_forward_time: 5.8274173737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014717102
validation[          , genome  7034] predictions:    9710/  10000 (97.10%), best:    9740/10000 (97.40%), error:       977.36169, best error:       878.20618 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.0743331909s, input_fired_time: 0.9279138446, output_fired_time: 0.5498432517, propagate_forward_time: 29.2248001099, propagate_backward_time: 44.6303939819, weight_update_time: 0.0725806355, other_time: 1.7413787842
epoch time: 6.2300276756s, input_fired_time: 0.0992534757, output_fired_time: 0.0000000000, propagate_forward_time: 5.8286304474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021435738
validation[          , genome  7034] predictions:    9725/  10000 (97.25%), best:    9740/10000 (97.40%), error:       884.70343, best error:       878.20618 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 77.0944137573s, input_fired_time: 0.9273670316, output_fired_time: 0.5491414666, propagate_forward_time: 29.2302436829, propagate_backward_time: 44.6385345459, weight_update_time: 0.0727313459, other_time: 1.7491264343
epoch time: 6.2387843132s, input_fired_time: 0.1004583091, output_fired_time: 0.0000000000, propagate_forward_time: 5.8310384750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072876930
validation[          , genome  7034] predictions:    9604/  10000 (96.04%), best:    9740/10000 (97.40%), error:      1301.11536, best error:       878.20618 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.0688018799s, input_fired_time: 0.9283659458, output_fired_time: 0.5505512953, propagate_forward_time: 29.1931552887, propagate_backward_time: 44.6666831970, weight_update_time: 0.0723853409, other_time: 1.7300453186
epoch time: 6.2291851044s, input_fired_time: 0.0987002477, output_fired_time: 0.0000000000, propagate_forward_time: 5.8290286064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014564514
validation[          , genome  7034] predictions:    9710/  10000 (97.10%), best:    9740/10000 (97.40%), error:       953.20184, best error:       878.20618 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 76.8657684326s, input_fired_time: 0.9277817011, output_fired_time: 0.5473018289, propagate_forward_time: 29.1714668274, propagate_backward_time: 44.4883651733, weight_update_time: 0.0748410970, other_time: 1.7308540344
epoch time: 6.2289624214s, input_fired_time: 0.0996978059, output_fired_time: 0.0000000000, propagate_forward_time: 5.8279032707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013615608
validation[          , genome  7034] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       955.43506, best error:       878.20618 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 76.8819351196s, input_fired_time: 0.9371551871, output_fired_time: 0.5479661226, propagate_forward_time: 29.1737442017, propagate_backward_time: 44.4933700562, weight_update_time: 0.0723620355, other_time: 1.7296981812
epoch time: 6.2271113396s, input_fired_time: 0.0983242765, output_fired_time: 0.0000000000, propagate_forward_time: 5.8279905319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007965088
validation[          , genome  7034] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       932.27893, best error:       878.20618 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 76.8427124023s, input_fired_time: 0.9261125922, output_fired_time: 0.5473691225, propagate_forward_time: 29.1684055328, propagate_backward_time: 44.4786567688, weight_update_time: 0.0720381662, other_time: 1.7221717834
epoch time: 6.2264308929s, input_fired_time: 0.0986167267, output_fired_time: 0.0000000000, propagate_forward_time: 5.8270583153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007559776
validation[          , genome  7034] predictions:    9695/  10000 (96.95%), best:    9740/10000 (97.40%), error:       983.85687, best error:       878.20618 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 76.8273620605s, input_fired_time: 0.9271458387, output_fired_time: 0.5471563339, propagate_forward_time: 29.1577434540, propagate_backward_time: 44.4732971191, weight_update_time: 0.0722592473, other_time: 1.7220153809
epoch time: 6.2483944893s, input_fired_time: 0.1006290019, output_fired_time: 0.0000000000, propagate_forward_time: 5.8433756828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043899536
validation[          , genome  7034] predictions:    9711/  10000 (97.11%), best:    9740/10000 (97.40%), error:       940.63641, best error:       878.20618 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.9809722900s, input_fired_time: 0.9326026440, output_fired_time: 0.5485568643, propagate_forward_time: 29.1997737885, propagate_backward_time: 44.5782966614, weight_update_time: 0.0721172020, other_time: 1.7217445374
epoch time: 6.2296786308s, input_fired_time: 0.0998724774, output_fired_time: 0.0000000000, propagate_forward_time: 5.8286762238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011298180
validation[          , genome  7034] predictions:    9679/  10000 (96.79%), best:    9740/10000 (97.40%), error:      1025.60010, best error:       878.20618 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 76.9897079468s, input_fired_time: 0.9350134730, output_fired_time: 0.5484176278, propagate_forward_time: 29.1862945557, propagate_backward_time: 44.5975265503, weight_update_time: 0.0723032355, other_time: 1.7224578857
epoch time: 6.2288088799s, input_fired_time: 0.0992870182, output_fired_time: 0.0000000000, propagate_forward_time: 5.8290820122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004398346
validation[          , genome  7034] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:       970.40479, best error:       878.20618 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 76.8394699097s, input_fired_time: 0.9336091280, output_fired_time: 0.5470688343, propagate_forward_time: 29.1636219025, propagate_backward_time: 44.4757118225, weight_update_time: 0.0721809715, other_time: 1.7194633484
epoch time: 6.2303438187s, input_fired_time: 0.1001024768, output_fired_time: 0.0000000000, propagate_forward_time: 5.8289341927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013072014
validation[          , genome  7034] predictions:    9688/  10000 (96.88%), best:    9740/10000 (97.40%), error:      1028.66821, best error:       878.20618 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 77.1715316772s, input_fired_time: 0.9382857680, output_fired_time: 0.5492167473, propagate_forward_time: 29.2961044312, propagate_backward_time: 44.6454048157, weight_update_time: 0.0722717121, other_time: 1.7425193787
epoch time: 6.2469377518s, input_fired_time: 0.1017016247, output_fired_time: 0.0000000000, propagate_forward_time: 5.8385500908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066859245
validation[          , genome  7034] predictions:    9690/  10000 (96.90%), best:    9740/10000 (97.40%), error:       994.99878, best error:       878.20618 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 76.8933258057s, input_fired_time: 0.9358074069, output_fired_time: 0.5471872091, propagate_forward_time: 29.1790485382, propagate_backward_time: 44.5063629150, weight_update_time: 0.0721018016, other_time: 1.7249221802
epoch time: 6.2304673195s, input_fired_time: 0.0995063856, output_fired_time: 0.0000000000, propagate_forward_time: 5.8295559883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014049530
validation[          , genome  7034] predictions:    9697/  10000 (96.97%), best:    9740/10000 (97.40%), error:       943.09174, best error:       878.20618 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 78.4427185059s, input_fired_time: 0.9489985108, output_fired_time: 0.5560926795, propagate_forward_time: 29.7482261658, propagate_backward_time: 45.4097328186, weight_update_time: 0.0734715387, other_time: 1.7796707153
epoch time: 6.2436695099s, input_fired_time: 0.1010263041, output_fired_time: 0.0000000000, propagate_forward_time: 5.8379178047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047251701
validation[          , genome  7034] predictions:    9711/  10000 (97.11%), best:    9740/10000 (97.40%), error:       941.72778, best error:       878.20618 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 77.1074752808s, input_fired_time: 0.9421800971, output_fired_time: 0.5522254109, propagate_forward_time: 29.1992721558, propagate_backward_time: 44.6676292419, weight_update_time: 0.0727422237, other_time: 1.7461738586
epoch time: 6.2469077110s, input_fired_time: 0.1024004743, output_fired_time: 0.0000000000, propagate_forward_time: 5.8375167847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069906235
validation[          , genome  7034] predictions:    9721/  10000 (97.21%), best:    9740/10000 (97.40%), error:       900.95929, best error:       878.20618 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 77.4953002930s, input_fired_time: 0.9537675381, output_fired_time: 0.5544309020, propagate_forward_time: 29.3122234344, propagate_backward_time: 44.7801322937, weight_update_time: 0.0747278407, other_time: 1.8947486877
epoch time: 6.2562537193s, input_fired_time: 0.1027007550, output_fired_time: 0.0000000000, propagate_forward_time: 5.8436050415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099479675
validation[          , genome  7034] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       901.86108, best error:       878.20618 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 77.3147583008s, input_fired_time: 0.9514628053, output_fired_time: 0.5517932177, propagate_forward_time: 29.2442340851, propagate_backward_time: 44.7405891418, weight_update_time: 0.0737983659, other_time: 1.8266792297
epoch time: 6.3842630386s, input_fired_time: 0.1052984595, output_fired_time: 0.0000000000, propagate_forward_time: 5.9608392715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181252480
validation[          , genome  7034] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       966.09076, best error:       878.20618 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.1668014526s, input_fired_time: 0.9451538920, output_fired_time: 0.5494966507, propagate_forward_time: 29.2458992004, propagate_backward_time: 44.6704711914, weight_update_time: 0.0727910995, other_time: 1.7557792664
epoch time: 6.2351474762s, input_fired_time: 0.1011264026, output_fired_time: 0.0000000000, propagate_forward_time: 5.8314595222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025617599
validation[          , genome  7034] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       874.00763, best error:       874.00763 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 77.0346221924s, input_fired_time: 0.9480589032, output_fired_time: 0.5493221283, propagate_forward_time: 29.2186298370, propagate_backward_time: 44.5751800537, weight_update_time: 0.0727227926, other_time: 1.7434310913
epoch time: 6.2349324226s, input_fired_time: 0.1016673967, output_fired_time: 0.0000000000, propagate_forward_time: 5.8310694695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3021955490
validation[          , genome  7034] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       961.29138, best error:       874.00763 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 77.2613906860s, input_fired_time: 0.9493730664, output_fired_time: 0.5502332449, propagate_forward_time: 29.3021373749, propagate_backward_time: 44.6923599243, weight_update_time: 0.0727511197, other_time: 1.7672882080
epoch time: 6.2340669632s, input_fired_time: 0.1023454145, output_fired_time: 0.0000000000, propagate_forward_time: 5.8293213844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024001122
validation[          , genome  7034] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:      1005.46429, best error:       874.00763 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 76.9117431641s, input_fired_time: 0.9449031353, output_fired_time: 0.5480080843, propagate_forward_time: 29.1706981659, propagate_backward_time: 44.5174827576, weight_update_time: 0.0720245168, other_time: 1.7306480408
epoch time: 6.2373752594s, input_fired_time: 0.1021824032, output_fired_time: 0.0000000000, propagate_forward_time: 5.8324036598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027892113
validation[          , genome  7034] predictions:    9730/  10000 (97.30%), best:    9738/10000 (97.38%), error:       900.19904, best error:       874.00763 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 76.9137802124s, input_fired_time: 0.9454010725, output_fired_time: 0.5484641790, propagate_forward_time: 29.1725921631, propagate_backward_time: 44.5190925598, weight_update_time: 0.0721533075, other_time: 1.7282295227
epoch time: 6.6742811203s, input_fired_time: 0.1098283231, output_fired_time: 0.0000000000, propagate_forward_time: 6.2451863289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192663193
validation[          , genome  7034] predictions:    9685/  10000 (96.85%), best:    9738/10000 (97.38%), error:      1056.36841, best error:       874.00763 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 77.7461395264s, input_fired_time: 0.9469147325, output_fired_time: 0.5686979294, propagate_forward_time: 29.4873390198, propagate_backward_time: 45.0196189880, weight_update_time: 0.0725209042, other_time: 1.7235717773
epoch time: 6.3192925453s, input_fired_time: 0.1034768671, output_fired_time: 0.0000000000, propagate_forward_time: 5.9115071297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043084145
validation[          , genome  7034] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       934.02429, best error:       874.00763 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 77.6115722656s, input_fired_time: 0.9507635832, output_fired_time: 0.5603058934, propagate_forward_time: 29.4233646393, propagate_backward_time: 44.9484176636, weight_update_time: 0.0724708438, other_time: 1.7287292480
epoch time: 6.2299079895s, input_fired_time: 0.1009132117, output_fired_time: 0.0000000000, propagate_forward_time: 5.8292517662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997431755
validation[          , genome  7034] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       900.41620, best error:       874.00763 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 77.0353012085s, input_fired_time: 0.9538069367, output_fired_time: 0.5492234230, propagate_forward_time: 29.2370929718, propagate_backward_time: 44.5012092590, weight_update_time: 0.0731576234, other_time: 1.7939720154
epoch time: 6.2477812767s, input_fired_time: 0.1039866731, output_fired_time: 0.0000000000, propagate_forward_time: 5.8317551613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120393753
validation[          , genome  7034] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       939.55554, best error:       874.00763 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 76.9674301147s, input_fired_time: 0.9534646869, output_fired_time: 0.5496904254, propagate_forward_time: 29.1780414581, propagate_backward_time: 44.4961128235, weight_update_time: 0.0731272697, other_time: 1.7901191711
epoch time: 6.2481908798s, input_fired_time: 0.1039542183, output_fired_time: 0.0000000000, propagate_forward_time: 5.8315157890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127207756
validation[          , genome  7034] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       981.68011, best error:       874.00763 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 76.9693527222s, input_fired_time: 0.9531242847, output_fired_time: 0.5492976904, propagate_forward_time: 29.1701622009, propagate_backward_time: 44.4916076660, weight_update_time: 0.0730799362, other_time: 1.8051567078
epoch time: 6.2448072433s, input_fired_time: 0.1040477902, output_fired_time: 0.0000000000, propagate_forward_time: 5.8298020363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109574318
validation[          , genome  7034] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       946.28131, best error:       874.00763 on epoch:    91, 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: 31.2882823944s, input_fired_time: 0.5209774971, output_fired_time: 0.0000000000, propagate_forward_time: 29.1571083069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6101970673
best training[          , genome  7034] predictions:   49589/  50000 (99.18%), best:    9738/10000 (97.38%), error:      1738.64600, best error:       874.00763 on epoch:    91, 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: 6.4025864601s, input_fired_time: 0.1034499332, output_fired_time: 0.0000000000, propagate_forward_time: 5.9761719704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229646683
   testing[          , genome  7034] predictions:    9746/  10000 (97.46%), best:    9738/10000 (97.38%), error:       828.40063, best error:       874.00763 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:51:48 (5336): called boinc_finish(0)

</stderr_txt>
]]>