Nameexact_genome_1511027515_34_12590_0
Workunit2456478
Created23 Nov 2017, 9:54:48 UTC
Sent23 Nov 2017, 10:09:43 UTC
Report deadline8 Dec 2017, 0:09:37 UTC
Received23 Nov 2017, 22:33:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID56443
Run time9 hours 18 min 8 sec
CPU time9 hours 18 min 8 sec
Validate stateValid
Credit3,645.82
Device peak FLOPS2.48 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size161.45 MB
Peak swap size165.10 MB
Peak disk usage2.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000000, other_time: 2.3837299347
validation[          , genome 12590] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       611.08453, best error:       611.08453 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 301.7370300293s, input_fired_time: 5.1425280571, output_fired_time: 3.4550347328, propagate_forward_time: 117.1998672485, propagate_backward_time: 162.7358703613, weight_update_time: 1.1470425129, other_time: 13.2037353516
epoch time: 28.4141159058s, input_fired_time: 0.5522857904, output_fired_time: 0.0000000000, propagate_forward_time: 25.4777812958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3840484619
validation[          , genome 12590] predictions:    9795/  10000 (97.95%), best:    9805/10000 (98.05%), error:       643.17212, best error:       611.08453 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 302.1574401855s, input_fired_time: 5.1470108032, output_fired_time: 3.4539327621, propagate_forward_time: 117.4575042725, propagate_backward_time: 162.8777770996, weight_update_time: 1.1502120495, other_time: 13.2212371826
epoch time: 28.3691444397s, input_fired_time: 0.5445945263, output_fired_time: 0.0000000000, propagate_forward_time: 25.4431552887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3813953400
validation[          , genome 12590] predictions:    9773/  10000 (97.73%), best:    9805/10000 (98.05%), error:       691.52155, best error:       611.08453 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 301.9853210449s, input_fired_time: 5.1433291435, output_fired_time: 3.4573020935, propagate_forward_time: 117.3987426758, propagate_backward_time: 162.7736968994, weight_update_time: 1.1531455517, other_time: 13.2122344971
epoch time: 28.4658355713s, input_fired_time: 0.5490881205, output_fired_time: 0.0000000000, propagate_forward_time: 25.5237140656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3930339813
validation[          , genome 12590] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       611.06830, best error:       611.06830 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 302.4105834961s, input_fired_time: 5.1511030197, output_fired_time: 3.4700932503, propagate_forward_time: 117.6002883911, propagate_backward_time: 163.0187377930, weight_update_time: 1.1563637257, other_time: 13.1703796387
epoch time: 28.4309749603s, input_fired_time: 0.5536144376, output_fired_time: 0.0000000000, propagate_forward_time: 25.4934940338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3838672638
validation[          , genome 12590] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       603.25000, best error:       603.25000 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 299.8533325195s, input_fired_time: 5.1657600403, output_fired_time: 3.4190776348, propagate_forward_time: 117.5888748169, propagate_backward_time: 160.3260498047, weight_update_time: 1.0981087685, other_time: 13.3535766602
epoch time: 28.2502918243s, input_fired_time: 0.5547174811, output_fired_time: 0.0000000000, propagate_forward_time: 25.3133049011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3822689056
validation[          , genome 12590] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       597.08002, best error:       597.08002 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 303.3469848633s, input_fired_time: 5.2917428017, output_fired_time: 3.6232810020, propagate_forward_time: 119.1459732056, propagate_backward_time: 162.1927337646, weight_update_time: 1.0722876787, other_time: 13.0932464600
epoch time: 28.2664260864s, input_fired_time: 0.5563159585, output_fired_time: 0.0000000000, propagate_forward_time: 25.3383884430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3717212677
validation[          , genome 12590] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       574.55127, best error:       574.55127 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 302.9280395508s, input_fired_time: 5.2959718704, output_fired_time: 3.6183221340, propagate_forward_time: 119.1365127563, propagate_backward_time: 161.6806182861, weight_update_time: 1.0795669556, other_time: 13.1966400146
epoch time: 28.3161563873s, input_fired_time: 0.5543162227, output_fired_time: 0.0000000000, propagate_forward_time: 25.3766422272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3851985931
validation[          , genome 12590] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       561.63293, best error:       561.63293 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 302.3122253418s, input_fired_time: 5.2861170769, output_fired_time: 3.6260523796, propagate_forward_time: 119.0424118042, propagate_backward_time: 161.1905517578, weight_update_time: 1.0689514875, other_time: 13.1671142578
epoch time: 28.3024139404s, input_fired_time: 0.5529377460, output_fired_time: 0.0000000000, propagate_forward_time: 25.3660717010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3834037781
validation[          , genome 12590] predictions:    9816/  10000 (98.16%), best:    9836/10000 (98.36%), error:       599.09607, best error:       561.63293 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 302.7582397461s, input_fired_time: 5.2941560745, output_fired_time: 3.6302318573, propagate_forward_time: 119.2526092529, propagate_backward_time: 161.4385070801, weight_update_time: 1.0746734142, other_time: 13.1427459717
epoch time: 28.3389568329s, input_fired_time: 0.5545526147, output_fired_time: 0.0000000000, propagate_forward_time: 25.3967075348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3876972198
validation[          , genome 12590] predictions:    9807/  10000 (98.07%), best:    9836/10000 (98.36%), error:       616.33752, best error:       561.63293 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 302.2407836914s, input_fired_time: 5.2737154961, output_fired_time: 3.5727562904, propagate_forward_time: 118.8787918091, propagate_backward_time: 161.3439331055, weight_update_time: 1.0852576494, other_time: 13.1716003418
epoch time: 28.4292125702s, input_fired_time: 0.5564106107, output_fired_time: 0.0000000000, propagate_forward_time: 25.4958400726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3769626617
validation[          , genome 12590] predictions:    9814/  10000 (98.14%), best:    9836/10000 (98.36%), error:       602.16791, best error:       561.63293 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 300.8195190430s, input_fired_time: 5.2285408974, output_fired_time: 3.4482452869, propagate_forward_time: 118.1407546997, propagate_backward_time: 160.7732696533, weight_update_time: 1.1252552271, other_time: 13.2287139893
epoch time: 28.4493980408s, input_fired_time: 0.5532069802, output_fired_time: 0.0000000000, propagate_forward_time: 25.5075149536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3886756897
validation[          , genome 12590] predictions:    9791/  10000 (97.91%), best:    9836/10000 (98.36%), error:       641.49579, best error:       561.63293 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 300.9031372070s, input_fired_time: 5.2211947441, output_fired_time: 3.4484920502, propagate_forward_time: 118.1090621948, propagate_backward_time: 160.8800964355, weight_update_time: 1.1262050867, other_time: 13.2442932129
epoch time: 28.4591541290s, input_fired_time: 0.5447365046, output_fired_time: 0.0000000000, propagate_forward_time: 25.5284156799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3860015869
validation[          , genome 12590] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       591.18683, best error:       561.63293 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 300.8665161133s, input_fired_time: 5.2310042381, output_fired_time: 3.4458229542, propagate_forward_time: 118.1521453857, propagate_backward_time: 160.7955017090, weight_update_time: 1.1246523857, other_time: 13.2420196533
epoch time: 28.4141292572s, input_fired_time: 0.5509654284, output_fired_time: 0.0000000000, propagate_forward_time: 25.4794178009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3837451935
validation[          , genome 12590] predictions:    9780/  10000 (97.80%), best:    9836/10000 (98.36%), error:       740.07025, best error:       561.63293 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 300.7859497070s, input_fired_time: 5.2299389839, output_fired_time: 3.4469177723, propagate_forward_time: 118.1554641724, propagate_backward_time: 160.7131347656, weight_update_time: 1.1261683702, other_time: 13.2404785156
epoch time: 28.4489994049s, input_fired_time: 0.5529056787, output_fired_time: 0.0000000000, propagate_forward_time: 25.5069370270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3891563416
validation[          , genome 12590] predictions:    9793/  10000 (97.93%), best:    9836/10000 (98.36%), error:       640.38049, best error:       561.63293 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 301.2621765137s, input_fired_time: 5.2825431824, output_fired_time: 3.5687439442, propagate_forward_time: 118.9258728027, propagate_backward_time: 160.2922058105, weight_update_time: 1.0863331556, other_time: 13.1928100586
epoch time: 28.3217792511s, input_fired_time: 0.5640771389, output_fired_time: 0.0000000000, propagate_forward_time: 25.3784217834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3792800903
validation[          , genome 12590] predictions:    9784/  10000 (97.84%), best:    9836/10000 (98.36%), error:       695.94336, best error:       561.63293 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 301.9436340332s, input_fired_time: 5.3001351357, output_fired_time: 3.6473548412, propagate_forward_time: 119.3839492798, propagate_backward_time: 160.4430847168, weight_update_time: 1.0618137121, other_time: 13.1690979004
epoch time: 28.3159790039s, input_fired_time: 0.5591817498, output_fired_time: 0.0000000000, propagate_forward_time: 25.3724308014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3843669891
validation[          , genome 12590] predictions:    9821/  10000 (98.21%), best:    9836/10000 (98.36%), error:       567.04553, best error:       561.63293 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 301.7346191406s, input_fired_time: 5.3097424507, output_fired_time: 3.6451704502, propagate_forward_time: 119.0535125732, propagate_backward_time: 160.5098419189, weight_update_time: 1.0627678633, other_time: 13.2163391113
epoch time: 28.5023136139s, input_fired_time: 0.5623642802, output_fired_time: 0.0000000000, propagate_forward_time: 25.5264854431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4134635925
validation[          , genome 12590] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       544.49353, best error:       544.49353 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 302.4116821289s, input_fired_time: 5.3002791405, output_fired_time: 3.6144084930, propagate_forward_time: 118.9812011719, propagate_backward_time: 161.3232421875, weight_update_time: 1.0849903822, other_time: 13.1925354004
epoch time: 28.3152790070s, input_fired_time: 0.5579388738, output_fired_time: 0.0000000000, propagate_forward_time: 25.3760986328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3812408447
validation[          , genome 12590] predictions:    9798/  10000 (97.98%), best:    9837/10000 (98.37%), error:       655.98627, best error:       544.49353 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 301.8638305664s, input_fired_time: 5.3194270134, output_fired_time: 3.6412906647, propagate_forward_time: 119.3834838867, propagate_backward_time: 160.3307952881, weight_update_time: 1.0668201447, other_time: 13.1888275146
epoch time: 28.3506374359s, input_fired_time: 0.5639926791, output_fired_time: 0.0000000000, propagate_forward_time: 25.4047431946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3819007874
validation[          , genome 12590] predictions:    9806/  10000 (98.06%), best:    9837/10000 (98.37%), error:       650.61591, best error:       544.49353 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 302.0036315918s, input_fired_time: 5.3351511955, output_fired_time: 3.6440973282, propagate_forward_time: 119.3892364502, propagate_backward_time: 160.4576873779, weight_update_time: 1.0651205778, other_time: 13.1774597168
epoch time: 28.3416519165s, input_fired_time: 0.5585714579, output_fired_time: 0.0000000000, propagate_forward_time: 25.3983688354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3847122192
validation[          , genome 12590] predictions:    9799/  10000 (97.99%), best:    9837/10000 (98.37%), error:       613.43689, best error:       544.49353 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 301.9513549805s, input_fired_time: 5.3312144279, output_fired_time: 3.6428143978, propagate_forward_time: 119.3794631958, propagate_backward_time: 160.4147644043, weight_update_time: 1.0642476082, other_time: 13.1831054688
epoch time: 28.3387470245s, input_fired_time: 0.5628674626, output_fired_time: 0.0000000000, propagate_forward_time: 25.3966579437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3792209625
validation[          , genome 12590] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       519.53674, best error:       519.53674 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 302.1014404297s, input_fired_time: 5.3382496834, output_fired_time: 3.6475174427, propagate_forward_time: 119.3514862061, propagate_backward_time: 160.5615539551, weight_update_time: 1.0633620024, other_time: 13.2026214600
epoch time: 28.3319988251s, input_fired_time: 0.5602720976, output_fired_time: 0.0000000000, propagate_forward_time: 25.3982276917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3734989166
validation[          , genome 12590] predictions:    9809/  10000 (98.09%), best:    9836/10000 (98.36%), error:       633.50696, best error:       519.53674 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 302.1565246582s, input_fired_time: 5.3374876976, output_fired_time: 3.6196665764, propagate_forward_time: 119.1161499023, propagate_backward_time: 160.9044189453, weight_update_time: 1.0844501257, other_time: 13.1788024902
epoch time: 28.2705516815s, input_fired_time: 0.5743003488, output_fired_time: 0.0000000000, propagate_forward_time: 25.3107242584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3855266571
validation[          , genome 12590] predictions:    9785/  10000 (97.85%), best:    9836/10000 (98.36%), error:       693.54242, best error:       519.53674 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 301.7395019531s, input_fired_time: 5.3235740662, output_fired_time: 3.6189656258, propagate_forward_time: 118.8499069214, propagate_backward_time: 160.7554473877, weight_update_time: 1.0726491213, other_time: 13.1916046143
epoch time: 28.2639064789s, input_fired_time: 0.5647493005, output_fired_time: 0.0000000000, propagate_forward_time: 25.3157005310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3834571838
validation[          , genome 12590] predictions:    9794/  10000 (97.94%), best:    9836/10000 (98.36%), error:       605.47870, best error:       519.53674 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 302.2573242188s, input_fired_time: 5.3466796875, output_fired_time: 3.6501412392, propagate_forward_time: 119.4283218384, propagate_backward_time: 160.6605529785, weight_update_time: 1.0674684048, other_time: 13.1716308594
epoch time: 28.2180995941s, input_fired_time: 0.5657795668, output_fired_time: 0.0000000000, propagate_forward_time: 25.2746372223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3776836395
validation[          , genome 12590] predictions:    9814/  10000 (98.14%), best:    9836/10000 (98.36%), error:       571.28699, best error:       519.53674 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 302.1004943848s, input_fired_time: 5.3351697922, output_fired_time: 3.6201295853, propagate_forward_time: 119.1270446777, propagate_backward_time: 160.8490295410, weight_update_time: 1.0768288374, other_time: 13.1691284180
epoch time: 28.3267440796s, input_fired_time: 0.5579118729, output_fired_time: 0.0000000000, propagate_forward_time: 25.3835258484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3853073120
validation[          , genome 12590] predictions:    9818/  10000 (98.18%), best:    9836/10000 (98.36%), error:       582.17108, best error:       519.53674 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 302.1452636719s, input_fired_time: 5.3275728226, output_fired_time: 3.6135661602, propagate_forward_time: 119.1187591553, propagate_backward_time: 160.9008026123, weight_update_time: 1.0782672167, other_time: 13.1845703125
epoch time: 28.3627891541s, input_fired_time: 0.5713090897, output_fired_time: 0.0000000000, propagate_forward_time: 25.4090957642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3823852539
validation[          , genome 12590] predictions:    9797/  10000 (97.97%), best:    9836/10000 (98.36%), error:       619.48187, best error:       519.53674 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 302.2013549805s, input_fired_time: 5.3297204971, output_fired_time: 3.5728271008, propagate_forward_time: 118.8670425415, propagate_backward_time: 161.2090911865, weight_update_time: 1.1093395948, other_time: 13.2227020264
epoch time: 28.3279132843s, input_fired_time: 0.5655244589, output_fired_time: 0.0000000000, propagate_forward_time: 25.3711128235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3912754059
validation[          , genome 12590] predictions:    9832/  10000 (98.32%), best:    9836/10000 (98.36%), error:       534.11981, best error:       519.53674 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 302.0895996094s, input_fired_time: 5.3522877693, output_fired_time: 3.6376345158, propagate_forward_time: 119.2010803223, propagate_backward_time: 160.7334594727, weight_update_time: 1.0680892467, other_time: 13.1651306152
epoch time: 28.3282299042s, input_fired_time: 0.5687057972, output_fired_time: 0.0000000000, propagate_forward_time: 25.3791408539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3803825378
validation[          , genome 12590] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       587.54041, best error:       519.53674 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 302.0313110352s, input_fired_time: 5.3414468765, output_fired_time: 3.6446347237, propagate_forward_time: 119.3962554932, propagate_backward_time: 160.4663848877, weight_update_time: 1.0673451424, other_time: 13.1825866699
epoch time: 28.3214359283s, input_fired_time: 0.5619984269, output_fired_time: 0.0000000000, propagate_forward_time: 25.3812580109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3781795502
validation[          , genome 12590] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       516.43250, best error:       516.43250 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 301.8436584473s, input_fired_time: 5.3514332771, output_fired_time: 3.6376688480, propagate_forward_time: 119.3236465454, propagate_backward_time: 160.3276672363, weight_update_time: 1.0732520819, other_time: 13.2032470703
epoch time: 28.3209819794s, input_fired_time: 0.5541198254, output_fired_time: 0.0000000000, propagate_forward_time: 25.3843708038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3824920654
validation[          , genome 12590] predictions:    9813/  10000 (98.13%), best:    9836/10000 (98.36%), error:       549.76257, best error:       516.43250 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 301.7665100098s, input_fired_time: 5.3658165932, output_fired_time: 3.6347670555, propagate_forward_time: 119.2574310303, propagate_backward_time: 160.2918548584, weight_update_time: 1.0704274178, other_time: 13.2166442871
epoch time: 28.2706375122s, input_fired_time: 0.5656071901, output_fired_time: 0.0000000000, propagate_forward_time: 25.3293285370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3757019043
validation[          , genome 12590] predictions:    9825/  10000 (98.25%), best:    9836/10000 (98.36%), error:       533.00262, best error:       516.43250 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 302.3748474121s, input_fired_time: 5.3563675880, output_fired_time: 3.6444520950, propagate_forward_time: 118.9934692383, propagate_backward_time: 161.2095336914, weight_update_time: 1.0654103756, other_time: 13.1710510254
epoch time: 28.2832260132s, input_fired_time: 0.5641313195, output_fired_time: 0.0000000000, propagate_forward_time: 25.3409118652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3781833649
validation[          , genome 12590] predictions:    9818/  10000 (98.18%), best:    9836/10000 (98.36%), error:       559.95703, best error:       516.43250 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 301.6532897949s, input_fired_time: 5.3613028526, output_fired_time: 3.5671272278, propagate_forward_time: 118.9529266357, propagate_backward_time: 160.5648956299, weight_update_time: 1.1064937115, other_time: 13.2070312500
epoch time: 28.3163719177s, input_fired_time: 0.5642377734, output_fired_time: 0.0000000000, propagate_forward_time: 25.3740272522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3781070709
validation[          , genome 12590] predictions:    9824/  10000 (98.24%), best:    9836/10000 (98.36%), error:       518.95770, best error:       516.43250 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 301.8587646484s, input_fired_time: 5.3583073616, output_fired_time: 3.6453216076, propagate_forward_time: 119.4531097412, propagate_backward_time: 160.2400817871, weight_update_time: 1.0661102533, other_time: 13.1619415283
epoch time: 28.3004627228s, input_fired_time: 0.5664727688, output_fired_time: 0.0000000000, propagate_forward_time: 25.3620128632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3719768524
validation[          , genome 12590] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       499.80289, best error:       499.80289 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 302.2564392090s, input_fired_time: 5.3522238731, output_fired_time: 3.6354229450, propagate_forward_time: 119.0038681030, propagate_backward_time: 161.0903472900, weight_update_time: 1.0669347048, other_time: 13.1745452881
epoch time: 28.2640705109s, input_fired_time: 0.5616037250, output_fired_time: 0.0000000000, propagate_forward_time: 25.3268966675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3755702972
validation[          , genome 12590] predictions:    9820/  10000 (98.20%), best:    9833/10000 (98.33%), error:       564.11035, best error:       499.80289 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 301.7357788086s, input_fired_time: 5.3473348618, output_fired_time: 3.6154422760, propagate_forward_time: 118.9877471924, propagate_backward_time: 160.6369018555, weight_update_time: 1.0762504339, other_time: 13.1483612061
epoch time: 28.3265171051s, input_fired_time: 0.5717194080, output_fired_time: 0.0000000000, propagate_forward_time: 25.3647785187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3900184631
validation[          , genome 12590] predictions:    9822/  10000 (98.22%), best:    9833/10000 (98.33%), error:       574.31189, best error:       499.80289 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 301.4444885254s, input_fired_time: 5.3612241745, output_fired_time: 3.6445496082, propagate_forward_time: 119.2257232666, propagate_backward_time: 160.0382537842, weight_update_time: 1.0682755709, other_time: 13.1747131348
epoch time: 28.3264369965s, input_fired_time: 0.5705265403, output_fired_time: 0.0000000000, propagate_forward_time: 25.3771419525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3787689209
validation[          , genome 12590] predictions:    9826/  10000 (98.26%), best:    9833/10000 (98.33%), error:       552.48114, best error:       499.80289 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 302.0815124512s, input_fired_time: 5.3814129829, output_fired_time: 3.6432278156, propagate_forward_time: 119.3116989136, propagate_backward_time: 160.5340728760, weight_update_time: 1.0678075552, other_time: 13.2111053467
epoch time: 28.4195747375s, input_fired_time: 0.5666883588, output_fired_time: 0.0000000000, propagate_forward_time: 25.4400234222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4128627777
validation[          , genome 12590] predictions:    9805/  10000 (98.05%), best:    9833/10000 (98.33%), error:       564.87280, best error:       499.80289 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 301.6691894531s, input_fired_time: 5.3638429642, output_fired_time: 3.6448338032, propagate_forward_time: 119.2134170532, propagate_backward_time: 160.2846527100, weight_update_time: 1.0670065880, other_time: 13.1624603271
epoch time: 28.3421058655s, input_fired_time: 0.5681843758, output_fired_time: 0.0000000000, propagate_forward_time: 25.3935947418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3803272247
validation[          , genome 12590] predictions:    9819/  10000 (98.19%), best:    9833/10000 (98.33%), error:       577.14410, best error:       499.80289 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 301.6117858887s, input_fired_time: 5.3671059608, output_fired_time: 3.6337425709, propagate_forward_time: 119.1897964478, propagate_backward_time: 160.2502288818, weight_update_time: 1.0679663420, other_time: 13.1709442139
epoch time: 28.3227996826s, input_fired_time: 0.5639486313, output_fired_time: 0.0000000000, propagate_forward_time: 25.3735713959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3852787018
validation[          , genome 12590] predictions:    9820/  10000 (98.20%), best:    9833/10000 (98.33%), error:       521.38098, best error:       499.80289 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 301.6836547852s, input_fired_time: 5.3691425323, output_fired_time: 3.6215298176, propagate_forward_time: 119.2588043213, propagate_backward_time: 160.2194366455, weight_update_time: 1.0796008110, other_time: 13.2147521973
epoch time: 28.4916076660s, input_fired_time: 0.5701423287, output_fired_time: 0.0000000000, propagate_forward_time: 25.5400314331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3814334869
validation[          , genome 12590] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       492.10599, best error:       492.10599 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 301.2857360840s, input_fired_time: 5.2862439156, output_fired_time: 3.4576084614, propagate_forward_time: 118.3013076782, propagate_backward_time: 161.0277404785, weight_update_time: 1.1443544626, other_time: 13.2128295898
epoch time: 28.4899673462s, input_fired_time: 0.5677645206, output_fired_time: 0.0000000000, propagate_forward_time: 25.5447483063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3774547577
validation[          , genome 12590] predictions:    9836/  10000 (98.36%), best:    9846/10000 (98.46%), error:       492.69312, best error:       492.10599 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 301.5391845703s, input_fired_time: 5.2951006889, output_fired_time: 3.4730951786, propagate_forward_time: 118.3581161499, propagate_backward_time: 161.2282562256, weight_update_time: 1.1476995945, other_time: 13.1846160889
epoch time: 28.3860549927s, input_fired_time: 0.5676669478, output_fired_time: 0.0000000000, propagate_forward_time: 25.4245395660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3938484192
validation[          , genome 12590] predictions:    9830/  10000 (98.30%), best:    9846/10000 (98.46%), error:       545.13196, best error:       492.10599 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 301.4369201660s, input_fired_time: 5.3059735298, output_fired_time: 3.4644839764, propagate_forward_time: 118.3107986450, propagate_backward_time: 161.1515350342, weight_update_time: 1.1491798162, other_time: 13.2041473389
epoch time: 28.4655551910s, input_fired_time: 0.5728325844, output_fired_time: 0.0000000000, propagate_forward_time: 25.5222644806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3704586029
validation[          , genome 12590] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       474.60779, best error:       474.60779 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 301.1093750000s, input_fired_time: 5.2908415794, output_fired_time: 3.4572424889, propagate_forward_time: 118.1815872192, propagate_backward_time: 160.9934234619, weight_update_time: 1.1414959431, other_time: 13.1862945557
epoch time: 28.4701194763s, input_fired_time: 0.5720285177, output_fired_time: 0.0000000000, propagate_forward_time: 25.5254669189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3726234436
validation[          , genome 12590] predictions:    9827/  10000 (98.27%), best:    9855/10000 (98.55%), error:       524.01459, best error:       474.60779 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 301.3888854980s, input_fired_time: 5.2974762917, output_fired_time: 3.4618976116, propagate_forward_time: 118.3254394531, propagate_backward_time: 161.1304016113, weight_update_time: 1.1460235119, other_time: 13.1736755371
epoch time: 28.5464649200s, input_fired_time: 0.5721296668, output_fired_time: 0.0000000000, propagate_forward_time: 25.5687065125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4056282043
validation[          , genome 12590] predictions:    9831/  10000 (98.31%), best:    9855/10000 (98.55%), error:       498.78220, best error:       474.60779 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 301.5243835449s, input_fired_time: 5.3148350716, output_fired_time: 3.4697663784, propagate_forward_time: 118.3044662476, propagate_backward_time: 161.2468261719, weight_update_time: 1.1476756334, other_time: 13.1884765625
epoch time: 28.4453163147s, input_fired_time: 0.5781632066, output_fired_time: 0.0000000000, propagate_forward_time: 25.4966545105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3704986572
validation[          , genome 12590] predictions:    9806/  10000 (98.06%), best:    9855/10000 (98.55%), error:       569.26306, best error:       474.60779 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 300.8609008789s, input_fired_time: 5.2883467674, output_fired_time: 3.4605746269, propagate_forward_time: 118.0201263428, propagate_backward_time: 160.9240264893, weight_update_time: 1.1388309002, other_time: 13.1678161621
epoch time: 28.4531116486s, input_fired_time: 0.5773189068, output_fired_time: 0.0000000000, propagate_forward_time: 25.5020828247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3737106323
validation[          , genome 12590] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       502.95035, best error:       474.60779 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 301.1077880859s, input_fired_time: 5.3237581253, output_fired_time: 3.4771323204, propagate_forward_time: 118.2166137695, propagate_backward_time: 160.8810272217, weight_update_time: 1.1320070028, other_time: 13.2092437744
epoch time: 28.3335533142s, input_fired_time: 0.5785207748, output_fired_time: 0.0000000000, propagate_forward_time: 25.3670558929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3879756927
validation[          , genome 12590] predictions:    9846/  10000 (98.46%), best:    9855/10000 (98.55%), error:       514.82104, best error:       474.60779 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 301.8472290039s, input_fired_time: 5.3837141991, output_fired_time: 3.6426727772, propagate_forward_time: 119.3853530884, propagate_backward_time: 160.2659606934, weight_update_time: 1.0649842024, other_time: 13.1695251465
epoch time: 28.3123970032s, input_fired_time: 0.5689440370, output_fired_time: 0.0000000000, propagate_forward_time: 25.3585338593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3849182129
validation[          , genome 12590] predictions:    9844/  10000 (98.44%), best:    9855/10000 (98.55%), error:       507.53976, best error:       474.60779 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 301.9713134766s, input_fired_time: 5.3893270493, output_fired_time: 3.6436474323, propagate_forward_time: 119.3526992798, propagate_backward_time: 160.4205017090, weight_update_time: 1.0653282404, other_time: 13.1651611328
epoch time: 28.2617874146s, input_fired_time: 0.5695309043, output_fired_time: 0.0000000000, propagate_forward_time: 25.3055934906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3866634369
validation[          , genome 12590] predictions:    9847/  10000 (98.47%), best:    9855/10000 (98.55%), error:       495.58109, best error:       474.60779 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 301.8009033203s, input_fired_time: 5.3835773468, output_fired_time: 3.5848484039, propagate_forward_time: 118.7461929321, propagate_backward_time: 160.9053039551, weight_update_time: 1.0959345102, other_time: 13.1809997559
epoch time: 28.2876472473s, input_fired_time: 0.5676686168, output_fired_time: 0.0000000000, propagate_forward_time: 25.3405303955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3794479370
validation[          , genome 12590] predictions:    9838/  10000 (98.38%), best:    9855/10000 (98.55%), error:       507.04718, best error:       474.60779 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 300.6901855469s, input_fired_time: 5.2955489159, output_fired_time: 3.4462649822, propagate_forward_time: 117.7546081543, propagate_backward_time: 161.0088043213, weight_update_time: 1.1443841457, other_time: 13.1849517822
epoch time: 28.4727821350s, input_fired_time: 0.5738536119, output_fired_time: 0.0000000000, propagate_forward_time: 25.5181598663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3807678223
validation[          , genome 12590] predictions:    9825/  10000 (98.25%), best:    9855/10000 (98.55%), error:       522.47565, best error:       474.60779 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 301.2327575684s, input_fired_time: 5.2922935486, output_fired_time: 3.4570298195, propagate_forward_time: 118.2224044800, propagate_backward_time: 161.0375213623, weight_update_time: 1.1428815126, other_time: 13.2234954834
epoch time: 28.4568195343s, input_fired_time: 0.5701720119, output_fired_time: 0.0000000000, propagate_forward_time: 25.5115470886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3751010895
validation[          , genome 12590] predictions:    9836/  10000 (98.36%), best:    9855/10000 (98.55%), error:       527.57715, best error:       474.60779 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 301.3482055664s, input_fired_time: 5.2995920181, output_fired_time: 3.4542531967, propagate_forward_time: 118.3176498413, propagate_backward_time: 161.0652770996, weight_update_time: 1.1425102949, other_time: 13.2114257812
epoch time: 28.4760379791s, input_fired_time: 0.5702488422, output_fired_time: 0.0000000000, propagate_forward_time: 25.5230274200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3827610016
validation[          , genome 12590] predictions:    9844/  10000 (98.44%), best:    9855/10000 (98.55%), error:       485.73099, best error:       474.60779 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 301.5557250977s, input_fired_time: 5.3083167076, output_fired_time: 3.4706985950, propagate_forward_time: 118.3107452393, propagate_backward_time: 161.2765960693, weight_update_time: 1.1471992731, other_time: 13.1893615723
epoch time: 28.4520416260s, input_fired_time: 0.5776628852, output_fired_time: 0.0000000000, propagate_forward_time: 25.4962844849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3780937195
validation[          , genome 12590] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       501.46216, best error:       474.60779 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 301.6011352539s, input_fired_time: 5.3134450912, output_fired_time: 3.4803273678, propagate_forward_time: 118.4256973267, propagate_backward_time: 161.1730804443, weight_update_time: 1.1406389475, other_time: 13.2086029053
epoch time: 28.4079456329s, input_fired_time: 0.5738738775, output_fired_time: 0.0000000000, propagate_forward_time: 25.4607658386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3733062744
validation[          , genome 12590] predictions:    9785/  10000 (97.85%), best:    9855/10000 (98.55%), error:       654.91064, best error:       474.60779 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 301.6481933594s, input_fired_time: 5.3577995300, output_fired_time: 3.5777018070, propagate_forward_time: 118.8631134033, propagate_backward_time: 160.6536560059, weight_update_time: 1.0941487551, other_time: 13.1959381104
epoch time: 28.2387275696s, input_fired_time: 0.5641944408, output_fired_time: 0.0000000000, propagate_forward_time: 25.2786273956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3959064484
validation[          , genome 12590] predictions:    9835/  10000 (98.35%), best:    9855/10000 (98.55%), error:       524.22571, best error:       474.60779 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 301.9708251953s, input_fired_time: 5.3677392006, output_fired_time: 3.6018090248, propagate_forward_time: 118.8705520630, propagate_backward_time: 160.9781341553, weight_update_time: 1.0960942507, other_time: 13.1526031494
epoch time: 28.2180137634s, input_fired_time: 0.5694562197, output_fired_time: 0.0000000000, propagate_forward_time: 25.2429008484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4056568146
validation[          , genome 12590] predictions:    9843/  10000 (98.43%), best:    9855/10000 (98.55%), error:       497.45535, best error:       474.60779 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 302.0693969727s, input_fired_time: 5.3949542046, output_fired_time: 3.6554386616, propagate_forward_time: 119.3216094971, propagate_backward_time: 160.5596618652, weight_update_time: 1.0664830208, other_time: 13.1377410889
epoch time: 28.3119316101s, input_fired_time: 0.5675329566, output_fired_time: 0.0000000000, propagate_forward_time: 25.3406562805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4037418365
validation[          , genome 12590] predictions:    9838/  10000 (98.38%), best:    9855/10000 (98.55%), error:       508.12280, best error:       474.60779 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 301.6412963867s, input_fired_time: 5.3744044304, output_fired_time: 3.5842037201, propagate_forward_time: 118.8433609009, propagate_backward_time: 160.6716918945, weight_update_time: 1.0952508450, other_time: 13.1676635742
epoch time: 28.2287120819s, input_fired_time: 0.5636258721, output_fired_time: 0.0000000000, propagate_forward_time: 25.2731208801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3919658661
validation[          , genome 12590] predictions:    9824/  10000 (98.24%), best:    9855/10000 (98.55%), error:       547.21564, best error:       474.60779 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 301.9282836914s, input_fired_time: 5.3828840256, output_fired_time: 3.6460614204, propagate_forward_time: 119.3297119141, propagate_backward_time: 160.4131164551, weight_update_time: 1.0637575388, other_time: 13.1565246582
epoch time: 28.2805347443s, input_fired_time: 0.5660188198, output_fired_time: 0.0000000000, propagate_forward_time: 25.3199176788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3945980072
validation[          , genome 12590] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       503.88702, best error:       474.60779 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 301.5618286133s, input_fired_time: 5.3944144249, output_fired_time: 3.6411871910, propagate_forward_time: 119.2217025757, propagate_backward_time: 160.1501922607, weight_update_time: 1.0676202774, other_time: 13.1543426514
epoch time: 28.3351345062s, input_fired_time: 0.5689440370, output_fired_time: 0.0000000000, propagate_forward_time: 25.3618316650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4043579102
validation[          , genome 12590] predictions:    9841/  10000 (98.41%), best:    9855/10000 (98.55%), error:       479.24838, best error:       474.60779 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 301.5253601074s, input_fired_time: 5.3932228088, output_fired_time: 3.6380600929, propagate_forward_time: 119.1483001709, propagate_backward_time: 160.1732635498, weight_update_time: 1.0657413006, other_time: 13.1725158691
epoch time: 28.2815914154s, input_fired_time: 0.5701314211, output_fired_time: 0.0000000000, propagate_forward_time: 25.3128623962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3985977173
validation[          , genome 12590] predictions:    9837/  10000 (98.37%), best:    9855/10000 (98.55%), error:       495.16592, best error:       474.60779 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 301.6675720215s, input_fired_time: 5.3953447342, output_fired_time: 3.6444997787, propagate_forward_time: 119.1843872070, propagate_backward_time: 160.2503814697, weight_update_time: 1.0649261475, other_time: 13.1929473877
epoch time: 28.2992286682s, input_fired_time: 0.5712815523, output_fired_time: 0.0000000000, propagate_forward_time: 25.3222332001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4057140350
validation[          , genome 12590] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       473.28891, best error:       473.28891 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 301.3270874023s, input_fired_time: 5.3942871094, output_fired_time: 3.6194300652, propagate_forward_time: 119.0541458130, propagate_backward_time: 160.0900726318, weight_update_time: 1.0720486641, other_time: 13.1691741943
epoch time: 28.2664604187s, input_fired_time: 0.5700504780, output_fired_time: 0.0000000000, propagate_forward_time: 25.2979640961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3984451294
validation[          , genome 12590] predictions:    9843/  10000 (98.43%), best:    9849/10000 (98.49%), error:       502.01956, best error:       473.28891 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 301.4693298340s, input_fired_time: 5.3916487694, output_fired_time: 3.6425626278, propagate_forward_time: 119.1282043457, propagate_backward_time: 160.1481323242, weight_update_time: 1.0634886026, other_time: 13.1587829590
epoch time: 28.2700538635s, input_fired_time: 0.5665342808, output_fired_time: 0.0000000000, propagate_forward_time: 25.3091583252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3943614960
validation[          , genome 12590] predictions:    9840/  10000 (98.40%), best:    9849/10000 (98.49%), error:       516.94617, best error:       473.28891 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 301.5707397461s, input_fired_time: 5.3926177025, output_fired_time: 3.6411271095, propagate_forward_time: 119.1819992065, propagate_backward_time: 160.1890716553, weight_update_time: 1.0649861097, other_time: 13.1659393311
epoch time: 28.3662052155s, input_fired_time: 0.5707845688, output_fired_time: 0.0000000000, propagate_forward_time: 25.3991794586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3962421417
validation[          , genome 12590] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       455.20511, best error:       455.20511 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 301.8098754883s, input_fired_time: 5.3938622475, output_fired_time: 3.6543693542, propagate_forward_time: 119.2553710938, propagate_backward_time: 160.3316345215, weight_update_time: 1.0610696077, other_time: 13.1746520996
epoch time: 28.3267021179s, input_fired_time: 0.5740640163, output_fired_time: 0.0000000000, propagate_forward_time: 25.3595600128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3930778503
validation[          , genome 12590] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       493.86636, best error:       455.20511 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 301.6072082520s, input_fired_time: 5.3947820663, output_fired_time: 3.6429414749, propagate_forward_time: 119.1595535278, propagate_backward_time: 160.2188262939, weight_update_time: 1.0629448891, other_time: 13.1911163330
epoch time: 28.2875709534s, input_fired_time: 0.5685477257, output_fired_time: 0.0000000000, propagate_forward_time: 25.3202514648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3987712860
validation[          , genome 12590] predictions:    9847/  10000 (98.47%), best:    9856/10000 (98.56%), error:       487.34216, best error:       455.20511 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 302.0142822266s, input_fired_time: 5.4035692215, output_fired_time: 3.6413972378, propagate_forward_time: 119.3600692749, propagate_backward_time: 160.3428649902, weight_update_time: 1.0667743683, other_time: 13.2663879395
epoch time: 28.2836170197s, input_fired_time: 0.5753850341, output_fired_time: 0.0000000000, propagate_forward_time: 25.3169288635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3913040161
validation[          , genome 12590] predictions:    9841/  10000 (98.41%), best:    9856/10000 (98.56%), error:       478.93475, best error:       455.20511 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 301.4996337891s, input_fired_time: 5.4088735580, output_fired_time: 3.6379199028, propagate_forward_time: 119.1076736450, propagate_backward_time: 160.1636962891, weight_update_time: 1.0653535128, other_time: 13.1814880371
epoch time: 28.3194217682s, input_fired_time: 0.5729379058, output_fired_time: 0.0000000000, propagate_forward_time: 25.3535118103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3929729462
validation[          , genome 12590] predictions:    9825/  10000 (98.25%), best:    9856/10000 (98.56%), error:       526.25525, best error:       455.20511 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 301.5022888184s, input_fired_time: 5.4016394615, output_fired_time: 3.6406157017, propagate_forward_time: 119.0757751465, propagate_backward_time: 160.2013244629, weight_update_time: 1.0652967691, other_time: 13.1829223633
epoch time: 28.3775386810s, input_fired_time: 0.5757843256, output_fired_time: 0.0000000000, propagate_forward_time: 25.3989295959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4028244019
validation[          , genome 12590] predictions:    9839/  10000 (98.39%), best:    9856/10000 (98.56%), error:       486.97711, best error:       455.20511 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 300.1925964355s, input_fired_time: 5.3347067833, output_fired_time: 3.4740729332, propagate_forward_time: 117.7694320679, propagate_backward_time: 160.3981781006, weight_update_time: 1.1288124323, other_time: 13.2162017822
epoch time: 28.3048820496s, input_fired_time: 0.5752274394, output_fired_time: 0.0000000000, propagate_forward_time: 25.3509387970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3787155151
validation[          , genome 12590] predictions:    9841/  10000 (98.41%), best:    9856/10000 (98.56%), error:       490.08710, best error:       455.20511 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 299.9801330566s, input_fired_time: 5.3042340279, output_fired_time: 3.4296936989, propagate_forward_time: 117.3278350830, propagate_backward_time: 160.7085113525, weight_update_time: 1.1472169161, other_time: 13.2098693848
epoch time: 28.3215370178s, input_fired_time: 0.5756317377, output_fired_time: 0.0000000000, propagate_forward_time: 25.3692913055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3766136169
validation[          , genome 12590] predictions:    9838/  10000 (98.38%), best:    9856/10000 (98.56%), error:       498.71014, best error:       455.20511 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 299.9051208496s, input_fired_time: 5.3005156517, output_fired_time: 3.4265270233, propagate_forward_time: 117.3252868652, propagate_backward_time: 160.6379852295, weight_update_time: 1.1492376328, other_time: 13.2148284912
epoch time: 28.4567565918s, input_fired_time: 0.5780051351, output_fired_time: 0.0000000000, propagate_forward_time: 25.4904766083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3882751465
validation[          , genome 12590] predictions:    9831/  10000 (98.31%), best:    9856/10000 (98.56%), error:       495.14822, best error:       455.20511 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 301.9421997070s, input_fired_time: 5.3953843117, output_fired_time: 3.6091744900, propagate_forward_time: 118.7623596191, propagate_backward_time: 160.9962615967, weight_update_time: 1.0827986002, other_time: 13.1790313721
epoch time: 28.3008651733s, input_fired_time: 0.5635113120, output_fired_time: 0.0000000000, propagate_forward_time: 25.3125495911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4248046875
validation[          , genome 12590] predictions:    9814/  10000 (98.14%), best:    9856/10000 (98.56%), error:       555.23877, best error:       455.20511 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 302.2157287598s, input_fired_time: 5.3984994888, output_fired_time: 3.6233963966, propagate_forward_time: 119.1246337891, propagate_backward_time: 160.9019470215, weight_update_time: 1.0925704241, other_time: 13.1672668457
epoch time: 28.1661090851s, input_fired_time: 0.5666054487, output_fired_time: 0.0000000000, propagate_forward_time: 25.1908435822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4086608887
validation[          , genome 12590] predictions:    9832/  10000 (98.32%), best:    9856/10000 (98.56%), error:       504.27057, best error:       455.20511 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 300.6870422363s, input_fired_time: 5.3932685852, output_fired_time: 3.6187794209, propagate_forward_time: 118.5148849487, propagate_backward_time: 160.0813598633, weight_update_time: 1.0673063993, other_time: 13.0787353516
epoch time: 28.0962142944s, input_fired_time: 0.5661398172, output_fired_time: 0.0000000000, propagate_forward_time: 25.1452121735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3848628998
validation[          , genome 12590] predictions:    9839/  10000 (98.39%), best:    9856/10000 (98.56%), error:       497.79761, best error:       455.20511 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 300.7732543945s, input_fired_time: 5.3829207420, output_fired_time: 3.6358332634, propagate_forward_time: 118.6439514160, propagate_backward_time: 160.0568847656, weight_update_time: 1.0588252544, other_time: 13.0536499023
epoch time: 28.0895175934s, input_fired_time: 0.5667378306, output_fired_time: 0.0000000000, propagate_forward_time: 25.1382484436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3845310211
validation[          , genome 12590] predictions:    9825/  10000 (98.25%), best:    9856/10000 (98.56%), error:       521.13190, best error:       455.20511 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 300.9562988281s, input_fired_time: 5.3937344551, output_fired_time: 3.6346824169, propagate_forward_time: 118.5336685181, propagate_backward_time: 160.3804626465, weight_update_time: 1.0588619709, other_time: 13.0137634277
epoch time: 28.1228122711s, input_fired_time: 0.5667179823, output_fired_time: 0.0000000000, propagate_forward_time: 25.1672496796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3888454437
validation[          , genome 12590] predictions:    9839/  10000 (98.39%), best:    9856/10000 (98.56%), error:       493.71741, best error:       455.20511 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 300.4839477539s, input_fired_time: 5.3937139511, output_fired_time: 3.6237530708, propagate_forward_time: 118.6096038818, propagate_backward_time: 159.8206634521, weight_update_time: 1.0614273548, other_time: 13.0362243652
epoch time: 28.1054000854s, input_fired_time: 0.5673156977, output_fired_time: 0.0000000000, propagate_forward_time: 25.1499843597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3880996704
validation[          , genome 12590] predictions:    9842/  10000 (98.42%), best:    9856/10000 (98.56%), error:       490.59927, best error:       455.20511 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 300.3992614746s, input_fired_time: 5.3860855103, output_fired_time: 3.6192822456, propagate_forward_time: 118.6271743774, propagate_backward_time: 159.7329711914, weight_update_time: 1.0682231188, other_time: 13.0337524414
epoch time: 28.1100082397s, input_fired_time: 0.5656753182, output_fired_time: 0.0000000000, propagate_forward_time: 25.1475048065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3968276978
validation[          , genome 12590] predictions:    9832/  10000 (98.32%), best:    9856/10000 (98.56%), error:       511.99759, best error:       455.20511 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 301.0202636719s, input_fired_time: 5.3750476837, output_fired_time: 3.5943968296, propagate_forward_time: 118.3874511719, propagate_backward_time: 160.5980224609, weight_update_time: 1.0838791132, other_time: 13.0653381348
epoch time: 28.1260681152s, input_fired_time: 0.5644870400, output_fired_time: 0.0000000000, propagate_forward_time: 25.1720848083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3894958496
validation[          , genome 12590] predictions:    9842/  10000 (98.42%), best:    9856/10000 (98.56%), error:       485.29636, best error:       455.20511 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 300.0079650879s, input_fired_time: 5.3843011856, output_fired_time: 3.6266081333, propagate_forward_time: 118.5122146606, propagate_backward_time: 159.4186859131, weight_update_time: 1.0635057688, other_time: 13.0661468506
epoch time: 28.1523265839s, input_fired_time: 0.5652317405, output_fired_time: 0.0000000000, propagate_forward_time: 25.1987113953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3883838654
validation[          , genome 12590] predictions:    9846/  10000 (98.46%), best:    9856/10000 (98.56%), error:       494.55838, best error:       455.20511 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: 140.8320617676s, input_fired_time: 2.8749070168, output_fired_time: 0.0000000000, propagate_forward_time: 126.1542968750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.8028564453
best training[          , genome 12590] predictions:   49969/  50000 (99.94%), best:    9856/10000 (98.56%), error:       385.38947, best error:       455.20511 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: 28.1576881409s, input_fired_time: 0.5664929152, output_fired_time: 0.0000000000, propagate_forward_time: 25.2306518555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3605442047
   testing[          , genome 12590] predictions:    9869/  10000 (98.69%), best:    9856/10000 (98.56%), error:       370.23337, best error:       455.20511 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:40:09 (7081): called boinc_finish(0)

</stderr_txt>
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