Nameexact_genome_1512185335_37_9542_0
Workunit2566233
Created5 Dec 2017, 22:28:31 UTC
Sent5 Dec 2017, 22:43:07 UTC
Report deadline23 Dec 2017, 7:12:08 UTC
Received7 Dec 2017, 20:48:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time8 hours 37 min 7 sec
CPU time8 hours 37 min 2 sec
Validate stateValid
Credit4,338.37
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.87 MB
Peak swap size158.32 MB
Peak disk usage2.75 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 281.1270446777s, input_fired_time: 3.1163086891, output_fired_time: 2.9388668537, propagate_forward_time: 105.3275146484, propagate_backward_time: 165.6888732910, weight_update_time: 0.2736874521, other_time: 4.0554809570
epoch time: 22.1819896698s, input_fired_time: 0.3788345456, output_fired_time: 0.0000000000, propagate_forward_time: 21.0807876587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223682404
validation[          , genome  9542] predictions:    9787/  10000 (97.87%), best:    9817/10000 (98.17%), error:       669.45142, best error:       622.08405 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 281.2666015625s, input_fired_time: 3.1375203133, output_fired_time: 2.9415366650, propagate_forward_time: 105.2599792480, propagate_backward_time: 165.8245086670, weight_update_time: 0.2856853306, other_time: 4.1030731201
epoch time: 22.0457363129s, input_fired_time: 0.3778055906, output_fired_time: 0.0000000000, propagate_forward_time: 20.9432792664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246513367
validation[          , genome  9542] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       615.44928, best error:       615.44928 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 283.3682250977s, input_fired_time: 3.1267833710, output_fired_time: 2.9577393532, propagate_forward_time: 105.8944778442, propagate_backward_time: 167.2977142334, weight_update_time: 0.2994879186, other_time: 4.0915374756
epoch time: 22.2991905212s, input_fired_time: 0.3819565475, output_fired_time: 0.0000000000, propagate_forward_time: 21.1950626373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7221717834
validation[          , genome  9542] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       692.91882, best error:       615.44928 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 283.8804321289s, input_fired_time: 3.2226111889, output_fired_time: 2.9689240456, propagate_forward_time: 105.9319458008, propagate_backward_time: 167.4695434570, weight_update_time: 0.3225711286, other_time: 4.2873840332
epoch time: 22.3447837830s, input_fired_time: 0.3890071511, output_fired_time: 0.0000000000, propagate_forward_time: 21.2036266327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7521495819
validation[          , genome  9542] predictions:    9807/  10000 (98.07%), best:    9811/10000 (98.11%), error:       624.00067, best error:       615.44928 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 281.9786987305s, input_fired_time: 3.1390211582, output_fired_time: 2.9376444817, propagate_forward_time: 105.2996215820, propagate_backward_time: 166.4492340088, weight_update_time: 0.3336260319, other_time: 4.1531829834
epoch time: 22.1704254150s, input_fired_time: 0.3884287775, output_fired_time: 0.0000000000, propagate_forward_time: 21.0308876038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7511081696
validation[          , genome  9542] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       591.14349, best error:       591.14349 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 282.3778381348s, input_fired_time: 3.2148318291, output_fired_time: 2.9418225288, propagate_forward_time: 105.3458709717, propagate_backward_time: 166.5612182617, weight_update_time: 0.3559120893, other_time: 4.3140716553
epoch time: 22.2423877716s, input_fired_time: 0.3893300593, output_fired_time: 0.0000000000, propagate_forward_time: 21.1043701172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7486877441
validation[          , genome  9542] predictions:    9775/  10000 (97.75%), best:    9815/10000 (98.15%), error:       745.71118, best error:       591.14349 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 282.4052734375s, input_fired_time: 3.1332385540, output_fired_time: 2.9361410141, propagate_forward_time: 105.4089050293, propagate_backward_time: 166.7524414063, weight_update_time: 0.3708965480, other_time: 4.1745605469
epoch time: 22.1729640961s, input_fired_time: 0.3797968924, output_fired_time: 0.0000000000, propagate_forward_time: 21.0684738159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246932983
validation[          , genome  9542] predictions:    9776/  10000 (97.76%), best:    9815/10000 (98.15%), error:       693.41217, best error:       591.14349 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 283.8848266602s, input_fired_time: 3.1507170200, output_fired_time: 2.9575004578, propagate_forward_time: 105.8235092163, propagate_backward_time: 167.7397613525, weight_update_time: 0.3899899125, other_time: 4.2133331299
epoch time: 22.2885208130s, input_fired_time: 0.3838513792, output_fired_time: 0.0000000000, propagate_forward_time: 21.1787242889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7259445190
validation[          , genome  9542] predictions:    9780/  10000 (97.80%), best:    9815/10000 (98.15%), error:       659.04529, best error:       591.14349 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 282.2487792969s, input_fired_time: 3.1395761967, output_fired_time: 2.9404034615, propagate_forward_time: 105.2508010864, propagate_backward_time: 166.7087707520, weight_update_time: 0.4018611610, other_time: 4.2092285156
epoch time: 22.1603813171s, input_fired_time: 0.3822576702, output_fired_time: 0.0000000000, propagate_forward_time: 21.0510005951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271232605
validation[          , genome  9542] predictions:    9784/  10000 (97.84%), best:    9815/10000 (98.15%), error:       706.11212, best error:       591.14349 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 284.5233154297s, input_fired_time: 3.1432816982, output_fired_time: 2.9595935345, propagate_forward_time: 105.9999465942, propagate_backward_time: 168.2219696045, weight_update_time: 0.4119504690, other_time: 4.1985321045
epoch time: 22.3164863586s, input_fired_time: 0.3845527470, output_fired_time: 0.0000000000, propagate_forward_time: 21.2096443176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7222900391
validation[          , genome  9542] predictions:    9783/  10000 (97.83%), best:    9815/10000 (98.15%), error:       674.63776, best error:       591.14349 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 283.5508728027s, input_fired_time: 3.2166140079, output_fired_time: 2.9484441280, propagate_forward_time: 105.5170364380, propagate_backward_time: 167.4826202393, weight_update_time: 0.4236771166, other_time: 4.3861541748
epoch time: 22.2267704010s, input_fired_time: 0.3871862590, output_fired_time: 0.0000000000, propagate_forward_time: 21.0888404846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7507438660
validation[          , genome  9542] predictions:    9795/  10000 (97.95%), best:    9815/10000 (98.15%), error:       619.48151, best error:       591.14349 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 283.4438781738s, input_fired_time: 3.1286027431, output_fired_time: 2.9460747242, propagate_forward_time: 105.4286575317, propagate_backward_time: 167.7521820068, weight_update_time: 0.4188399017, other_time: 4.1883697510
epoch time: 22.2103424072s, input_fired_time: 0.3825170994, output_fired_time: 0.0000000000, propagate_forward_time: 21.1020526886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7257728577
validation[          , genome  9542] predictions:    9827/  10000 (98.27%), best:    9815/10000 (98.15%), error:       618.97083, best error:       591.14349 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 284.0342712402s, input_fired_time: 3.2048742771, output_fired_time: 2.9483165741, propagate_forward_time: 105.6626968384, propagate_backward_time: 167.8769226074, weight_update_time: 0.4245580733, other_time: 4.3414916992
epoch time: 22.2384243011s, input_fired_time: 0.3848235309, output_fired_time: 0.0000000000, propagate_forward_time: 21.1276531219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7259483337
validation[          , genome  9542] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       580.79163, best error:       580.79163 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 285.4578247070s, input_fired_time: 3.2287120819, output_fired_time: 2.9606862068, propagate_forward_time: 106.1113052368, propagate_backward_time: 168.7763977051, weight_update_time: 0.4269925058, other_time: 4.3807373047
epoch time: 22.3438224792s, input_fired_time: 0.3906039000, output_fired_time: 0.0000000000, propagate_forward_time: 21.2029800415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7502384186
validation[          , genome  9542] predictions:    9764/  10000 (97.64%), best:    9829/10000 (98.29%), error:       713.29309, best error:       580.79163 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 283.7174682617s, input_fired_time: 3.1671698093, output_fired_time: 2.9261100292, propagate_forward_time: 105.3614807129, propagate_backward_time: 167.9502716064, weight_update_time: 0.4241614342, other_time: 4.3124237061
epoch time: 22.3712615967s, input_fired_time: 0.3916618824, output_fired_time: 0.0000000000, propagate_forward_time: 21.2260589600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7535400391
validation[          , genome  9542] predictions:    9812/  10000 (98.12%), best:    9829/10000 (98.29%), error:       592.95221, best error:       580.79163 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 282.4043579102s, input_fired_time: 3.1359426975, output_fired_time: 2.9321465492, propagate_forward_time: 105.0315780640, propagate_backward_time: 167.0991973877, weight_update_time: 0.4201869071, other_time: 4.2054595947
epoch time: 22.0954036713s, input_fired_time: 0.3811505139, output_fired_time: 0.0000000000, propagate_forward_time: 20.9884605408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7257919312
validation[          , genome  9542] predictions:    9794/  10000 (97.94%), best:    9829/10000 (98.29%), error:       645.43036, best error:       580.79163 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 284.2317810059s, input_fired_time: 3.2308425903, output_fired_time: 2.9505465031, propagate_forward_time: 105.7700500488, propagate_backward_time: 167.8908538818, weight_update_time: 0.4235534966, other_time: 4.3894805908
epoch time: 22.2617301941s, input_fired_time: 0.3901237249, output_fired_time: 0.0000000000, propagate_forward_time: 21.1176509857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7539558411
validation[          , genome  9542] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       567.22522, best error:       567.22522 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 284.7155456543s, input_fired_time: 3.2011444569, output_fired_time: 2.9583482742, propagate_forward_time: 105.7708892822, propagate_backward_time: 168.4567260742, weight_update_time: 0.4238257408, other_time: 4.3284454346
epoch time: 22.2398223877s, input_fired_time: 0.3844203055, output_fired_time: 0.0000000000, propagate_forward_time: 21.1321372986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7232646942
validation[          , genome  9542] predictions:    9810/  10000 (98.10%), best:    9818/10000 (98.18%), error:       590.84229, best error:       567.22522 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 284.3997497559s, input_fired_time: 3.2266461849, output_fired_time: 2.9517998695, propagate_forward_time: 105.6636505127, propagate_backward_time: 168.1682128906, weight_update_time: 0.4279447496, other_time: 4.3894195557
epoch time: 22.2841262817s, input_fired_time: 0.3952936530, output_fired_time: 0.0000000000, propagate_forward_time: 21.1375656128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7512664795
validation[          , genome  9542] predictions:    9824/  10000 (98.24%), best:    9818/10000 (98.18%), error:       605.50562, best error:       567.22522 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 283.0104980469s, input_fired_time: 3.1787915230, output_fired_time: 2.9300470352, propagate_forward_time: 105.2297592163, propagate_backward_time: 167.3817138672, weight_update_time: 0.4226642251, other_time: 4.2901611328
epoch time: 22.1914539337s, input_fired_time: 0.3818497956, output_fired_time: 0.0000000000, propagate_forward_time: 21.0859508514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236537933
validation[          , genome  9542] predictions:    9831/  10000 (98.31%), best:    9818/10000 (98.18%), error:       585.04431, best error:       567.22522 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 284.3184509277s, input_fired_time: 3.1748366356, output_fired_time: 2.9575757980, propagate_forward_time: 105.6194839478, propagate_backward_time: 168.3006439209, weight_update_time: 0.4230166078, other_time: 4.2659149170
epoch time: 22.2394657135s, input_fired_time: 0.3847566247, output_fired_time: 0.0000000000, propagate_forward_time: 21.1326961517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7220134735
validation[          , genome  9542] predictions:    9621/  10000 (96.21%), best:    9818/10000 (98.18%), error:      1187.64294, best error:       567.22522 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 283.5055236816s, input_fired_time: 3.1742837429, output_fired_time: 2.9396917820, propagate_forward_time: 105.6527404785, propagate_backward_time: 167.4834594727, weight_update_time: 0.4215301275, other_time: 4.2553405762
epoch time: 22.1891059875s, input_fired_time: 0.3860392272, output_fired_time: 0.0000000000, propagate_forward_time: 21.0750980377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279682159
validation[          , genome  9542] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       557.63965, best error:       557.63965 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 283.9970397949s, input_fired_time: 3.1693024635, output_fired_time: 2.9490385056, propagate_forward_time: 105.6305770874, propagate_backward_time: 167.9929504395, weight_update_time: 0.4215584695, other_time: 4.2551574707
epoch time: 22.1886730194s, input_fired_time: 0.3839231431, output_fired_time: 0.0000000000, propagate_forward_time: 21.0807151794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7240352631
validation[          , genome  9542] predictions:    9830/  10000 (98.30%), best:    9827/10000 (98.27%), error:       565.51636, best error:       557.63965 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 284.1375427246s, input_fired_time: 3.1822357178, output_fired_time: 2.9452526569, propagate_forward_time: 105.5738830566, propagate_backward_time: 168.1518402100, weight_update_time: 0.4235469103, other_time: 4.2843475342
epoch time: 22.1396064758s, input_fired_time: 0.3847672343, output_fired_time: 0.0000000000, propagate_forward_time: 21.0307140350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241249084
validation[          , genome  9542] predictions:    9828/  10000 (98.28%), best:    9827/10000 (98.27%), error:       572.94269, best error:       557.63965 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 283.4232177734s, input_fired_time: 3.1426162720, output_fired_time: 2.9363958836, propagate_forward_time: 105.3403701782, propagate_backward_time: 167.7867584229, weight_update_time: 0.4197033644, other_time: 4.2170867920
epoch time: 22.1625804901s, input_fired_time: 0.3817977309, output_fired_time: 0.0000000000, propagate_forward_time: 21.0560340881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247486115
validation[          , genome  9542] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       562.11279, best error:       557.63965 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 283.4456176758s, input_fired_time: 3.2168047428, output_fired_time: 2.9343984127, propagate_forward_time: 105.2797622681, propagate_backward_time: 167.6563110352, weight_update_time: 0.4249536991, other_time: 4.3583679199
epoch time: 22.3031845093s, input_fired_time: 0.3931598961, output_fired_time: 0.0000000000, propagate_forward_time: 21.1629066467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7471179962
validation[          , genome  9542] predictions:    9767/  10000 (97.67%), best:    9827/10000 (98.27%), error:       706.82397, best error:       557.63965 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 283.6320495605s, input_fired_time: 3.2303798199, output_fired_time: 2.9367282391, propagate_forward_time: 105.3703536987, propagate_backward_time: 167.7015686035, weight_update_time: 0.4255860448, other_time: 4.3930053711
epoch time: 22.1175270081s, input_fired_time: 0.3925499618, output_fired_time: 0.0000000000, propagate_forward_time: 20.9697151184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7552623749
validation[          , genome  9542] predictions:    9817/  10000 (98.17%), best:    9827/10000 (98.27%), error:       595.06018, best error:       557.63965 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 284.1965332031s, input_fired_time: 3.1797373295, output_fired_time: 2.9475257397, propagate_forward_time: 105.4965209961, propagate_backward_time: 168.3084411621, weight_update_time: 0.4241435826, other_time: 4.2642822266
epoch time: 22.1450881958s, input_fired_time: 0.3850893676, output_fired_time: 0.0000000000, propagate_forward_time: 21.0315666199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7284317017
validation[          , genome  9542] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       535.03027, best error:       535.03027 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 285.0633850098s, input_fired_time: 3.2363939285, output_fired_time: 2.9533483982, propagate_forward_time: 105.8177719116, propagate_backward_time: 168.6626892090, weight_update_time: 0.4257231057, other_time: 4.3931884766
epoch time: 22.1824512482s, input_fired_time: 0.3877381086, output_fired_time: 0.0000000000, propagate_forward_time: 21.0700454712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246685028
validation[          , genome  9542] predictions:    9814/  10000 (98.14%), best:    9829/10000 (98.29%), error:       571.44769, best error:       535.03027 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 284.1004943848s, input_fired_time: 3.2365946770, output_fired_time: 2.9483339787, propagate_forward_time: 105.4599380493, propagate_backward_time: 168.0751495361, weight_update_time: 0.4276635349, other_time: 4.3804779053
epoch time: 22.1998481750s, input_fired_time: 0.3948044181, output_fired_time: 0.0000000000, propagate_forward_time: 21.0540618896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509822845
validation[          , genome  9542] predictions:    9808/  10000 (98.08%), best:    9829/10000 (98.29%), error:       610.73309, best error:       535.03027 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 283.6296997070s, input_fired_time: 3.2084181309, output_fired_time: 2.9361183643, propagate_forward_time: 105.2886962891, propagate_backward_time: 167.8795318604, weight_update_time: 0.4235633314, other_time: 4.3169403076
epoch time: 22.2483940125s, input_fired_time: 0.3936293423, output_fired_time: 0.0000000000, propagate_forward_time: 21.1026611328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7521038055
validation[          , genome  9542] predictions:    9838/  10000 (98.38%), best:    9829/10000 (98.29%), error:       542.65118, best error:       535.03027 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 284.0057678223s, input_fired_time: 3.1623182297, output_fired_time: 2.9430656433, propagate_forward_time: 105.5551681519, propagate_backward_time: 168.1303100586, weight_update_time: 0.4204069376, other_time: 4.2149047852
epoch time: 22.1647510529s, input_fired_time: 0.3841904998, output_fired_time: 0.0000000000, propagate_forward_time: 21.0595607758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7210006714
validation[          , genome  9542] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       520.25586, best error:       520.25586 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 283.6263122559s, input_fired_time: 3.1790478230, output_fired_time: 2.9321818352, propagate_forward_time: 105.3276901245, propagate_backward_time: 167.9538726807, weight_update_time: 0.4196392298, other_time: 4.2335052490
epoch time: 22.1341724396s, input_fired_time: 0.3879956305, output_fired_time: 0.0000000000, propagate_forward_time: 21.0225124359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236652374
validation[          , genome  9542] predictions:    9815/  10000 (98.15%), best:    9840/10000 (98.40%), error:       584.74097, best error:       520.25586 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 284.9787292480s, input_fired_time: 3.2214279175, output_fired_time: 2.9528105259, propagate_forward_time: 105.5748977661, propagate_backward_time: 168.8640289307, weight_update_time: 0.4248208106, other_time: 4.3655548096
epoch time: 22.3590488434s, input_fired_time: 0.3885713816, output_fired_time: 0.0000000000, propagate_forward_time: 21.2422924042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281856537
validation[          , genome  9542] predictions:    9802/  10000 (98.02%), best:    9840/10000 (98.40%), error:       637.17114, best error:       520.25586 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 283.9142456055s, input_fired_time: 3.2433211803, output_fired_time: 2.9378440380, propagate_forward_time: 105.3646697998, propagate_backward_time: 167.9946441650, weight_update_time: 0.4253237844, other_time: 4.3737792969
epoch time: 22.2209415436s, input_fired_time: 0.3978803754, output_fired_time: 0.0000000000, propagate_forward_time: 21.0731487274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7499122620
validation[          , genome  9542] predictions:    9858/  10000 (98.58%), best:    9840/10000 (98.40%), error:       520.42810, best error:       520.25586 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 284.5574035645s, input_fired_time: 3.2438595295, output_fired_time: 2.9494636059, propagate_forward_time: 105.6196060181, propagate_backward_time: 168.3490753174, weight_update_time: 0.4275985956, other_time: 4.3954010010
epoch time: 22.3077182770s, input_fired_time: 0.3928869069, output_fired_time: 0.0000000000, propagate_forward_time: 21.1637802124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510509491
validation[          , genome  9542] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       501.29639, best error:       501.29639 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 283.9779052734s, input_fired_time: 3.2442867756, output_fired_time: 2.9416551590, propagate_forward_time: 105.3304901123, propagate_backward_time: 168.0649261475, weight_update_time: 0.4255401492, other_time: 4.3965454102
epoch time: 22.1579513550s, input_fired_time: 0.3931423426, output_fired_time: 0.0000000000, propagate_forward_time: 21.0144805908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7503280640
validation[          , genome  9542] predictions:    9836/  10000 (98.36%), best:    9845/10000 (98.45%), error:       550.22644, best error:       501.29639 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 283.9419860840s, input_fired_time: 3.2451987267, output_fired_time: 2.9432656765, propagate_forward_time: 105.3518905640, propagate_backward_time: 168.0200805664, weight_update_time: 0.4257526696, other_time: 4.3815307617
epoch time: 22.2287464142s, input_fired_time: 0.3951603770, output_fired_time: 0.0000000000, propagate_forward_time: 21.0842456818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493400574
validation[          , genome  9542] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       483.96240, best error:       483.96240 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 283.3386230469s, input_fired_time: 3.2501726151, output_fired_time: 2.9343988895, propagate_forward_time: 105.1114196777, propagate_backward_time: 167.6607818604, weight_update_time: 0.4231799543, other_time: 4.3818511963
epoch time: 22.1778202057s, input_fired_time: 0.3964695334, output_fired_time: 0.0000000000, propagate_forward_time: 21.0263729095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7549781799
validation[          , genome  9542] predictions:    9828/  10000 (98.28%), best:    9832/10000 (98.32%), error:       584.20282, best error:       483.96240 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 284.4627075195s, input_fired_time: 3.1806986332, output_fired_time: 2.9501278400, propagate_forward_time: 105.5862274170, propagate_backward_time: 168.5156707764, weight_update_time: 0.4225383103, other_time: 4.2299804688
epoch time: 22.2188186646s, input_fired_time: 0.3885933757, output_fired_time: 0.0000000000, propagate_forward_time: 21.1058540344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243709564
validation[          , genome  9542] predictions:    9824/  10000 (98.24%), best:    9832/10000 (98.32%), error:       576.36780, best error:       483.96240 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 285.3195800781s, input_fired_time: 3.2442207336, output_fired_time: 2.9588370323, propagate_forward_time: 105.7940368652, propagate_backward_time: 168.9441833496, weight_update_time: 0.4264584780, other_time: 4.3782958984
epoch time: 22.1927185059s, input_fired_time: 0.3960684240, output_fired_time: 0.0000000000, propagate_forward_time: 21.0479202271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7487297058
validation[          , genome  9542] predictions:    9827/  10000 (98.27%), best:    9832/10000 (98.32%), error:       533.02625, best error:       483.96240 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 285.5904541016s, input_fired_time: 3.1944553852, output_fired_time: 2.9586002827, propagate_forward_time: 105.9823074341, propagate_backward_time: 169.2270355225, weight_update_time: 0.4192405045, other_time: 4.2280731201
epoch time: 22.3154640198s, input_fired_time: 0.3863947093, output_fired_time: 0.0000000000, propagate_forward_time: 21.1985702515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7304992676
validation[          , genome  9542] predictions:    9859/  10000 (98.59%), best:    9832/10000 (98.32%), error:       487.16275, best error:       483.96240 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 283.3838195801s, input_fired_time: 3.1824767590, output_fired_time: 2.9395017624, propagate_forward_time: 105.1784362793, propagate_backward_time: 167.8442382813, weight_update_time: 0.4175312817, other_time: 4.2391662598
epoch time: 22.1740856171s, input_fired_time: 0.3897935748, output_fired_time: 0.0000000000, propagate_forward_time: 21.0540332794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302589417
validation[          , genome  9542] predictions:    9834/  10000 (98.34%), best:    9832/10000 (98.32%), error:       552.67255, best error:       483.96240 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 284.7309570313s, input_fired_time: 3.1818716526, output_fired_time: 2.9500887394, propagate_forward_time: 105.6000289917, propagate_backward_time: 168.7941284180, weight_update_time: 0.4187198877, other_time: 4.2048034668
epoch time: 22.1819667816s, input_fired_time: 0.3920078874, output_fired_time: 0.0000000000, propagate_forward_time: 21.0620021820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279567719
validation[          , genome  9542] predictions:    9818/  10000 (98.18%), best:    9832/10000 (98.32%), error:       601.07587, best error:       483.96240 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 284.5184631348s, input_fired_time: 3.2269327641, output_fired_time: 2.9389348030, propagate_forward_time: 105.5809326172, propagate_backward_time: 168.4421539307, weight_update_time: 0.4240983725, other_time: 4.3295135498
epoch time: 22.1645545959s, input_fired_time: 0.3894309402, output_fired_time: 0.0000000000, propagate_forward_time: 21.0497989655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253246307
validation[          , genome  9542] predictions:    9844/  10000 (98.44%), best:    9832/10000 (98.32%), error:       524.84888, best error:       483.96240 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 283.5748901367s, input_fired_time: 3.2057406902, output_fired_time: 2.9318456650, propagate_forward_time: 105.2909088135, propagate_backward_time: 167.8797912598, weight_update_time: 0.4189917445, other_time: 4.2665863037
epoch time: 22.0472831726s, input_fired_time: 0.3866117299, output_fired_time: 0.0000000000, propagate_forward_time: 20.9314022064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7292690277
validation[          , genome  9542] predictions:    9776/  10000 (97.76%), best:    9832/10000 (98.32%), error:       690.41675, best error:       483.96240 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 285.2156677246s, input_fired_time: 3.2607607841, output_fired_time: 2.9568009377, propagate_forward_time: 105.8074722290, propagate_backward_time: 168.8019409180, weight_update_time: 0.4265950322, other_time: 4.3887023926
epoch time: 22.2806015015s, input_fired_time: 0.3981549740, output_fired_time: 0.0000000000, propagate_forward_time: 21.1339855194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484607697
validation[          , genome  9542] predictions:    9817/  10000 (98.17%), best:    9832/10000 (98.32%), error:       585.37769, best error:       483.96240 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 283.3479614258s, input_fired_time: 3.2456977367, output_fired_time: 2.9334101677, propagate_forward_time: 105.1523818970, propagate_backward_time: 167.6419219971, weight_update_time: 0.4243494570, other_time: 4.3745574951
epoch time: 22.2207298279s, input_fired_time: 0.3966078758, output_fired_time: 0.0000000000, propagate_forward_time: 21.0726547241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514667511
validation[          , genome  9542] predictions:    9844/  10000 (98.44%), best:    9832/10000 (98.32%), error:       490.03476, best error:       483.96240 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 285.4219360352s, input_fired_time: 3.1891753674, output_fired_time: 2.9560003281, propagate_forward_time: 105.9290161133, propagate_backward_time: 169.1435394287, weight_update_time: 0.4222600162, other_time: 4.2042083740
epoch time: 22.2214317322s, input_fired_time: 0.3961286843, output_fired_time: 0.0000000000, propagate_forward_time: 21.0710315704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542705536
validation[          , genome  9542] predictions:    9805/  10000 (98.05%), best:    9832/10000 (98.32%), error:       600.33728, best error:       483.96240 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 284.0118713379s, input_fired_time: 3.2063379288, output_fired_time: 2.9470586777, propagate_forward_time: 105.4682769775, propagate_backward_time: 168.0954437256, weight_update_time: 0.4249793291, other_time: 4.2947692871
epoch time: 22.2393131256s, input_fired_time: 0.3891899288, output_fired_time: 0.0000000000, propagate_forward_time: 21.1246299744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7254924774
validation[          , genome  9542] predictions:    9809/  10000 (98.09%), best:    9832/10000 (98.32%), error:       632.63824, best error:       483.96240 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 283.9902038574s, input_fired_time: 3.2650310993, output_fired_time: 2.9431242943, propagate_forward_time: 105.3486099243, propagate_backward_time: 168.0489807129, weight_update_time: 0.4251987040, other_time: 4.3844604492
epoch time: 22.2212333679s, input_fired_time: 0.3994586766, output_fired_time: 0.0000000000, propagate_forward_time: 21.0748596191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7469158173
validation[          , genome  9542] predictions:    9814/  10000 (98.14%), best:    9832/10000 (98.32%), error:       620.43842, best error:       483.96240 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 284.2438964844s, input_fired_time: 3.2684376240, output_fired_time: 2.9434337616, propagate_forward_time: 105.5263519287, propagate_backward_time: 168.1116638184, weight_update_time: 0.4279802740, other_time: 4.3940277100
epoch time: 22.2260513306s, input_fired_time: 0.3980017006, output_fired_time: 0.0000000000, propagate_forward_time: 21.0750255585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530231476
validation[          , genome  9542] predictions:    9845/  10000 (98.45%), best:    9832/10000 (98.32%), error:       510.49542, best error:       483.96240 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 282.7391662598s, input_fired_time: 3.1797473431, output_fired_time: 2.9197866917, propagate_forward_time: 104.9877624512, propagate_backward_time: 167.4433898926, weight_update_time: 0.4177415669, other_time: 4.2084655762
epoch time: 22.1476345062s, input_fired_time: 0.3877718151, output_fired_time: 0.0000000000, propagate_forward_time: 21.0375976563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7222652435
validation[          , genome  9542] predictions:    9840/  10000 (98.40%), best:    9832/10000 (98.32%), error:       521.64575, best error:       483.96240 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 284.4352416992s, input_fired_time: 3.2188994884, output_fired_time: 2.9488334656, propagate_forward_time: 105.5406875610, propagate_backward_time: 168.4354553223, weight_update_time: 0.4218488038, other_time: 4.2913818359
epoch time: 22.3653316498s, input_fired_time: 0.3943599164, output_fired_time: 0.0000000000, propagate_forward_time: 21.2444515228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7265205383
validation[          , genome  9542] predictions:    9865/  10000 (98.65%), best:    9832/10000 (98.32%), error:       494.22006, best error:       483.96240 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 284.4782104492s, input_fired_time: 3.2664439678, output_fired_time: 2.9394347668, propagate_forward_time: 105.5943984985, propagate_backward_time: 168.2951354980, weight_update_time: 0.4264995456, other_time: 4.3828125000
epoch time: 22.2161026001s, input_fired_time: 0.3979141414, output_fired_time: 0.0000000000, propagate_forward_time: 21.0668811798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7513065338
validation[          , genome  9542] predictions:    9830/  10000 (98.30%), best:    9832/10000 (98.32%), error:       530.29797, best error:       483.96240 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 284.7587585449s, input_fired_time: 3.2694377899, output_fired_time: 2.9447150230, propagate_forward_time: 105.5231018066, propagate_backward_time: 168.6343841553, weight_update_time: 0.4254725277, other_time: 4.3871307373
epoch time: 22.2813491821s, input_fired_time: 0.4008149207, output_fired_time: 0.0000000000, propagate_forward_time: 21.1292743683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7512607574
validation[          , genome  9542] predictions:    9823/  10000 (98.23%), best:    9832/10000 (98.32%), error:       521.61469, best error:       483.96240 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 285.3854370117s, input_fired_time: 3.2686877251, output_fired_time: 2.9541277885, propagate_forward_time: 105.7921752930, propagate_backward_time: 168.9898071289, weight_update_time: 0.4283967614, other_time: 4.3806457520
epoch time: 22.3539066315s, input_fired_time: 0.4022518992, output_fired_time: 0.0000000000, propagate_forward_time: 21.2020568848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495975494
validation[          , genome  9542] predictions:    9829/  10000 (98.29%), best:    9832/10000 (98.32%), error:       536.82739, best error:       483.96240 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 285.3646545410s, input_fired_time: 3.2243006229, output_fired_time: 2.9544022083, propagate_forward_time: 105.8570327759, propagate_backward_time: 169.0597534180, weight_update_time: 0.4223700464, other_time: 4.2691650391
epoch time: 22.3336620331s, input_fired_time: 0.3942102194, output_fired_time: 0.0000000000, propagate_forward_time: 21.2149829865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7244682312
validation[          , genome  9542] predictions:    9817/  10000 (98.17%), best:    9832/10000 (98.32%), error:       560.84045, best error:       483.96240 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 285.1283874512s, input_fired_time: 3.2686619759, output_fired_time: 2.9553856850, propagate_forward_time: 105.6250381470, propagate_backward_time: 168.9028015137, weight_update_time: 0.4285325706, other_time: 4.3764953613
epoch time: 22.2666912079s, input_fired_time: 0.3997163177, output_fired_time: 0.0000000000, propagate_forward_time: 21.1201591492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7468166351
validation[          , genome  9542] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       532.20715, best error:       483.96240 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 284.6971435547s, input_fired_time: 3.2731258869, output_fired_time: 2.9414918423, propagate_forward_time: 105.5754699707, propagate_backward_time: 168.5257568359, weight_update_time: 0.4259621501, other_time: 4.3812866211
epoch time: 22.2573184967s, input_fired_time: 0.4017212987, output_fired_time: 0.0000000000, propagate_forward_time: 21.1022605896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7533359528
validation[          , genome  9542] predictions:    9838/  10000 (98.38%), best:    9832/10000 (98.32%), error:       521.54816, best error:       483.96240 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 283.3189697266s, input_fired_time: 3.1868131161, output_fired_time: 2.9230823517, propagate_forward_time: 105.1746368408, propagate_backward_time: 167.8168945313, weight_update_time: 0.4197631776, other_time: 4.2175445557
epoch time: 22.1862907410s, input_fired_time: 0.3948445916, output_fired_time: 0.0000000000, propagate_forward_time: 21.0658626556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7255840302
validation[          , genome  9542] predictions:    9811/  10000 (98.11%), best:    9832/10000 (98.32%), error:       603.33868, best error:       483.96240 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 285.5635375977s, input_fired_time: 3.1956009865, output_fired_time: 2.9580194950, propagate_forward_time: 105.9217910767, propagate_backward_time: 169.2713928223, weight_update_time: 0.4214582443, other_time: 4.2167663574
epoch time: 22.3024539948s, input_fired_time: 0.3941082358, output_fired_time: 0.0000000000, propagate_forward_time: 21.1838493347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7244968414
validation[          , genome  9542] predictions:    9834/  10000 (98.34%), best:    9832/10000 (98.32%), error:       541.87152, best error:       483.96240 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 285.8086242676s, input_fired_time: 3.2829675674, output_fired_time: 2.9604573250, propagate_forward_time: 105.9791030884, propagate_backward_time: 169.2023773193, weight_update_time: 0.4270050824, other_time: 4.3837432861
epoch time: 22.2726879120s, input_fired_time: 0.3978910148, output_fired_time: 0.0000000000, propagate_forward_time: 21.1242980957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7504997253
validation[          , genome  9542] predictions:    9829/  10000 (98.29%), best:    9832/10000 (98.32%), error:       561.92725, best error:       483.96240 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 284.3369140625s, input_fired_time: 3.2761690617, output_fired_time: 2.9461474419, propagate_forward_time: 105.3589477539, propagate_backward_time: 168.3835296631, weight_update_time: 0.4238329530, other_time: 4.3721160889
epoch time: 22.1389503479s, input_fired_time: 0.3992075026, output_fired_time: 0.0000000000, propagate_forward_time: 20.9858703613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7538719177
validation[          , genome  9542] predictions:    9850/  10000 (98.50%), best:    9832/10000 (98.32%), error:       485.88358, best error:       483.96240 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 284.4619445801s, input_fired_time: 3.2845983505, output_fired_time: 2.9432358742, propagate_forward_time: 105.4931640625, propagate_backward_time: 168.3563537598, weight_update_time: 0.4228535891, other_time: 4.3845825195
epoch time: 22.2461872101s, input_fired_time: 0.4030211866, output_fired_time: 0.0000000000, propagate_forward_time: 21.0895652771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7536010742
validation[          , genome  9542] predictions:    9842/  10000 (98.42%), best:    9832/10000 (98.32%), error:       513.01001, best error:       483.96240 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 283.7061157227s, input_fired_time: 3.1927199364, output_fired_time: 2.9391829967, propagate_forward_time: 105.3134384155, propagate_backward_time: 168.0501708984, weight_update_time: 0.4190748334, other_time: 4.2106018066
epoch time: 22.1566314697s, input_fired_time: 0.3939057291, output_fired_time: 0.0000000000, propagate_forward_time: 21.0404033661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223224640
validation[          , genome  9542] predictions:    9854/  10000 (98.54%), best:    9832/10000 (98.32%), error:       497.99435, best error:       483.96240 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 285.2479858398s, input_fired_time: 3.2834646702, output_fired_time: 2.9510054588, propagate_forward_time: 105.7637634277, propagate_backward_time: 168.8715667725, weight_update_time: 0.4248152673, other_time: 4.3781585693
epoch time: 22.2240581512s, input_fired_time: 0.4023202956, output_fired_time: 0.0000000000, propagate_forward_time: 21.0693817139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523555756
validation[          , genome  9542] predictions:    9848/  10000 (98.48%), best:    9832/10000 (98.32%), error:       512.72229, best error:       483.96240 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 284.0584411621s, input_fired_time: 3.2051100731, output_fired_time: 2.9365978241, propagate_forward_time: 105.6122207642, propagate_backward_time: 168.0792236328, weight_update_time: 0.4203465879, other_time: 4.2253112793
epoch time: 22.0173263550s, input_fired_time: 0.3925610483, output_fired_time: 0.0000000000, propagate_forward_time: 20.9040279388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7207374573
validation[          , genome  9542] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       480.69058, best error:       480.69058 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 285.2222900391s, input_fired_time: 3.2100920677, output_fired_time: 2.9367990494, propagate_forward_time: 105.9705581665, propagate_backward_time: 168.8885192871, weight_update_time: 0.4199695289, other_time: 4.2163391113
epoch time: 22.1574134827s, input_fired_time: 0.3935473263, output_fired_time: 0.0000000000, propagate_forward_time: 21.0431728363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206935883
validation[          , genome  9542] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       478.04834, best error:       478.04834 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 285.2186889648s, input_fired_time: 3.2831733227, output_fired_time: 2.9547171593, propagate_forward_time: 105.6667785645, propagate_backward_time: 168.9267120361, weight_update_time: 0.4252749681, other_time: 4.3873138428
epoch time: 22.1722583771s, input_fired_time: 0.4010596275, output_fired_time: 0.0000000000, propagate_forward_time: 21.0186595917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7525386810
validation[          , genome  9542] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       516.53223, best error:       478.04834 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 285.7073974609s, input_fired_time: 3.2210116386, output_fired_time: 2.9613010883, propagate_forward_time: 105.9722366333, propagate_backward_time: 169.3187713623, weight_update_time: 0.4226786494, other_time: 4.2340850830
epoch time: 22.2970733643s, input_fired_time: 0.4015608132, output_fired_time: 0.0000000000, propagate_forward_time: 21.1470279694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484836578
validation[          , genome  9542] predictions:    9830/  10000 (98.30%), best:    9859/10000 (98.59%), error:       538.05481, best error:       478.04834 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 285.2730407715s, input_fired_time: 3.2871305943, output_fired_time: 2.9574701786, propagate_forward_time: 105.7664718628, propagate_backward_time: 168.8778991699, weight_update_time: 0.4262406528, other_time: 4.3840637207
epoch time: 22.3392658234s, input_fired_time: 0.4029237330, output_fired_time: 0.0000000000, propagate_forward_time: 21.1857872009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505550385
validation[          , genome  9542] predictions:    9837/  10000 (98.37%), best:    9859/10000 (98.59%), error:       504.46262, best error:       478.04834 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 283.7152709961s, input_fired_time: 3.2087025642, output_fired_time: 2.9295287132, propagate_forward_time: 105.5474319458, propagate_backward_time: 167.8011932373, weight_update_time: 0.4201878905, other_time: 4.2284088135
epoch time: 22.1750144958s, input_fired_time: 0.3948053122, output_fired_time: 0.0000000000, propagate_forward_time: 21.0567626953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7234458923
validation[          , genome  9542] predictions:    9821/  10000 (98.21%), best:    9859/10000 (98.59%), error:       622.23334, best error:       478.04834 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 285.4807128906s, input_fired_time: 3.2869689465, output_fired_time: 2.9560422897, propagate_forward_time: 105.9315338135, propagate_backward_time: 168.9198455811, weight_update_time: 0.4314878285, other_time: 4.3863220215
epoch time: 22.3457756042s, input_fired_time: 0.4038502872, output_fired_time: 0.0000000000, propagate_forward_time: 21.1923866272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495384216
validation[          , genome  9542] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       511.42542, best error:       478.04834 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 285.2728576660s, input_fired_time: 3.2621765137, output_fired_time: 2.9525034428, propagate_forward_time: 105.7491455078, propagate_backward_time: 168.9742126465, weight_update_time: 0.4251972139, other_time: 4.3348083496
epoch time: 22.3093433380s, input_fired_time: 0.4040963054, output_fired_time: 0.0000000000, propagate_forward_time: 21.1538429260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514038086
validation[          , genome  9542] predictions:    9862/  10000 (98.62%), best:    9859/10000 (98.59%), error:       478.16510, best error:       478.04834 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 283.6950683594s, input_fired_time: 3.2075219154, output_fired_time: 2.9333534241, propagate_forward_time: 105.2954025269, propagate_backward_time: 168.0527801514, weight_update_time: 0.4190294147, other_time: 4.2060089111
epoch time: 22.1350269318s, input_fired_time: 0.3956558108, output_fired_time: 0.0000000000, propagate_forward_time: 21.0186386108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7207317352
validation[          , genome  9542] predictions:    9855/  10000 (98.55%), best:    9859/10000 (98.59%), error:       493.89420, best error:       478.04834 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 285.5834350586s, input_fired_time: 3.2154269218, output_fired_time: 2.9614491463, propagate_forward_time: 105.9055557251, propagate_backward_time: 169.3040466309, weight_update_time: 0.4188640416, other_time: 4.1969604492
epoch time: 22.3028774261s, input_fired_time: 0.3982835710, output_fired_time: 0.0000000000, propagate_forward_time: 21.1791934967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7254009247
validation[          , genome  9542] predictions:    9829/  10000 (98.29%), best:    9859/10000 (98.59%), error:       490.37167, best error:       478.04834 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 285.2739868164s, input_fired_time: 3.3003978729, output_fired_time: 2.9535231590, propagate_forward_time: 105.6937637329, propagate_backward_time: 168.9439544678, weight_update_time: 0.4248853922, other_time: 4.3823699951
epoch time: 22.3410491943s, input_fired_time: 0.4052542448, output_fired_time: 0.0000000000, propagate_forward_time: 21.1862678528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495269775
validation[          , genome  9542] predictions:    9853/  10000 (98.53%), best:    9859/10000 (98.59%), error:       518.04468, best error:       478.04834 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 285.1860046387s, input_fired_time: 3.2209284306, output_fired_time: 2.9574384689, propagate_forward_time: 105.7499771118, propagate_backward_time: 169.0490875244, weight_update_time: 0.4203501642, other_time: 4.2086029053
epoch time: 22.2277984619s, input_fired_time: 0.3981230557, output_fired_time: 0.0000000000, propagate_forward_time: 21.1064357758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7232398987
validation[          , genome  9542] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       552.97412, best error:       478.04834 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 283.5961608887s, input_fired_time: 3.2083280087, output_fired_time: 2.9319307804, propagate_forward_time: 105.1978530884, propagate_backward_time: 168.0669097900, weight_update_time: 0.4165299237, other_time: 4.1911468506
epoch time: 22.0606994629s, input_fired_time: 0.3959830403, output_fired_time: 0.0000000000, propagate_forward_time: 20.9428215027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7218952179
validation[          , genome  9542] predictions:    9836/  10000 (98.36%), best:    9859/10000 (98.59%), error:       531.96490, best error:       478.04834 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 283.3417663574s, input_fired_time: 3.2030348778, output_fired_time: 2.9346382618, propagate_forward_time: 105.2072906494, propagate_backward_time: 167.7932281494, weight_update_time: 0.4197475314, other_time: 4.2035827637
epoch time: 22.1878185272s, input_fired_time: 0.3965044916, output_fired_time: 0.0000000000, propagate_forward_time: 21.0622406006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7290725708
validation[          , genome  9542] predictions:    9848/  10000 (98.48%), best:    9859/10000 (98.59%), error:       512.44617, best error:       478.04834 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 284.8161010742s, input_fired_time: 3.2967796326, output_fired_time: 2.9495429993, propagate_forward_time: 105.5734786987, propagate_backward_time: 168.6044158936, weight_update_time: 0.4278444648, other_time: 4.3918609619
epoch time: 22.3716201782s, input_fired_time: 0.4064310491, output_fired_time: 0.0000000000, propagate_forward_time: 21.2069149017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7582740784
validation[          , genome  9542] predictions:    9843/  10000 (98.43%), best:    9859/10000 (98.59%), error:       510.85339, best error:       478.04834 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 283.4497680664s, input_fired_time: 3.2284615040, output_fired_time: 2.9324386120, propagate_forward_time: 105.1444473267, propagate_backward_time: 167.8735961914, weight_update_time: 0.4225587249, other_time: 4.2708435059
epoch time: 22.1786746979s, input_fired_time: 0.3968582153, output_fired_time: 0.0000000000, propagate_forward_time: 21.0570430756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247734070
validation[          , genome  9542] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       509.11639, best error:       478.04834 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 284.3105773926s, input_fired_time: 3.2153570652, output_fired_time: 2.9431118965, propagate_forward_time: 105.5747756958, propagate_backward_time: 168.3734130859, weight_update_time: 0.4174560905, other_time: 4.2039184570
epoch time: 22.2388076782s, input_fired_time: 0.3980713785, output_fired_time: 0.0000000000, propagate_forward_time: 21.1257629395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149734497
validation[          , genome  9542] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       484.58505, best error:       478.04834 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 284.4228820801s, input_fired_time: 3.2958710194, output_fired_time: 2.9433505535, propagate_forward_time: 105.3707504272, propagate_backward_time: 168.4308013916, weight_update_time: 0.4248170257, other_time: 4.3820953369
epoch time: 22.1629543304s, input_fired_time: 0.4059198499, output_fired_time: 0.0000000000, propagate_forward_time: 21.0015277863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555065155
validation[          , genome  9542] predictions:    9826/  10000 (98.26%), best:    9859/10000 (98.59%), error:       515.28333, best error:       478.04834 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 285.4754638672s, input_fired_time: 3.3028018475, output_fired_time: 2.9514045715, propagate_forward_time: 105.8361587524, propagate_backward_time: 168.9905090332, weight_update_time: 0.4281377494, other_time: 4.3945922852
epoch time: 22.3999309540s, input_fired_time: 0.4069612622, output_fired_time: 0.0000000000, propagate_forward_time: 21.2402992249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7526702881
validation[          , genome  9542] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       495.55609, best error:       478.04834 on epoch:    83, 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: 110.5651397705s, input_fired_time: 1.9727252722, output_fired_time: 0.0000000000, propagate_forward_time: 104.9117736816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6806411743
best training[          , genome  9542] predictions:   49948/  50000 (99.90%), best:    9859/10000 (98.59%), error:       502.08649, best error:       478.04834 on epoch:    83, 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: 22.1295337677s, input_fired_time: 0.3893163502, output_fired_time: 0.0000000000, propagate_forward_time: 21.0182895660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7219276428
   testing[          , genome  9542] predictions:    9870/  10000 (98.70%), best:    9859/10000 (98.59%), error:       414.51233, best error:       478.04834 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:47:48 (4728): called boinc_finish(0)

</stderr_txt>
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