Nameexact_genome_1508499903_25_12926_0
Workunit2254908
Created22 Oct 2017, 1:53:45 UTC
Sent22 Oct 2017, 2:09:21 UTC
Report deadline6 Dec 2017, 21:02:03 UTC
Received25 Oct 2017, 5:53:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 days 1 hours 12 min 4 sec
CPU time1 days 1 hours 3 min 56 sec
Validate stateValid
Credit11,446.65
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.40 MB
Peak swap size175.28 MB
Peak disk usage5.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 10.1388101578, propagate_forward_time: 309.7673034668, propagate_backward_time: 486.4727478027, weight_update_time: 0.7633492351, other_time: 9.7999877930
epoch time: 65.2651748657s, input_fired_time: 1.1975749731, output_fired_time: 0.0000000000, propagate_forward_time: 62.3005180359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7670783997
validation[          , genome 12926] predictions:    9839/  10000 (98.39%), best:    9844/10000 (98.44%), error:       532.01825, best error:       509.14566 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 826.9122314453s, input_fired_time: 9.6787939072, output_fired_time: 10.1466550827, propagate_forward_time: 310.0771484375, propagate_backward_time: 487.1965942383, weight_update_time: 0.7648092508, other_time: 9.8130493164
epoch time: 64.6003494263s, input_fired_time: 1.1949745417, output_fired_time: 0.0000000000, propagate_forward_time: 61.6153373718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7900390625
validation[          , genome 12926] predictions:    9780/  10000 (97.80%), best:    9844/10000 (98.44%), error:       704.19525, best error:       509.14566 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 826.3330078125s, input_fired_time: 9.6591691971, output_fired_time: 10.1240873337, propagate_forward_time: 309.2796936035, propagate_backward_time: 487.4418029785, weight_update_time: 0.7719855309, other_time: 9.8282470703
epoch time: 64.9686737061s, input_fired_time: 1.1907341480, output_fired_time: 0.0000000000, propagate_forward_time: 62.0153808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7625579834
validation[          , genome 12926] predictions:    9800/  10000 (98.00%), best:    9844/10000 (98.44%), error:       614.90802, best error:       509.14566 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 827.2129516602s, input_fired_time: 9.6718702316, output_fired_time: 10.1485805511, propagate_forward_time: 309.5582885742, propagate_backward_time: 488.0040588379, weight_update_time: 0.7815371752, other_time: 9.8301696777
epoch time: 64.7454223633s, input_fired_time: 1.2012190819, output_fired_time: 0.0000000000, propagate_forward_time: 61.7673568726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7768478394
validation[          , genome 12926] predictions:    9818/  10000 (98.18%), best:    9844/10000 (98.44%), error:       563.57379, best error:       509.14566 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 825.8565673828s, input_fired_time: 9.6808242798, output_fired_time: 10.1303730011, propagate_forward_time: 309.2398376465, propagate_backward_time: 486.9580688477, weight_update_time: 0.7833516598, other_time: 9.8474426270
epoch time: 65.0409240723s, input_fired_time: 1.1876277924, output_fired_time: 0.0000000000, propagate_forward_time: 62.0878639221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7654304504
validation[          , genome 12926] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       431.70764, best error:       431.70764 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 826.9288330078s, input_fired_time: 9.6812448502, output_fired_time: 10.1325645447, propagate_forward_time: 309.5787048340, propagate_backward_time: 487.7049865723, weight_update_time: 0.7938601375, other_time: 9.8312988281
epoch time: 64.2224502563s, input_fired_time: 1.1826608181, output_fired_time: 0.0000000000, propagate_forward_time: 61.2641983032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7755928040
validation[          , genome 12926] predictions:    9814/  10000 (98.14%), best:    9859/10000 (98.59%), error:       664.36206, best error:       431.70764 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 827.0673217773s, input_fired_time: 9.6908378601, output_fired_time: 10.1236972809, propagate_forward_time: 310.0525512695, propagate_backward_time: 487.3169555664, weight_update_time: 0.8009582758, other_time: 9.8832397461
epoch time: 64.1689910889s, input_fired_time: 1.1880286932, output_fired_time: 0.0000000000, propagate_forward_time: 61.2122802734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7686805725
validation[          , genome 12926] predictions:    9796/  10000 (97.96%), best:    9859/10000 (98.59%), error:       661.95227, best error:       431.70764 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 825.4222412109s, input_fired_time: 9.6680946350, output_fired_time: 10.1170578003, propagate_forward_time: 308.6897583008, propagate_backward_time: 487.0785522461, weight_update_time: 0.8194744587, other_time: 9.8687744141
epoch time: 65.1350631714s, input_fired_time: 1.2006945610, output_fired_time: 0.0000000000, propagate_forward_time: 62.1726074219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7617607117
validation[          , genome 12926] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       423.10767, best error:       423.10767 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 826.3098754883s, input_fired_time: 9.7209777832, output_fired_time: 10.1164674759, propagate_forward_time: 309.5181884766, propagate_backward_time: 487.0463867188, weight_update_time: 0.8380891681, other_time: 9.9078369141
epoch time: 64.8897705078s, input_fired_time: 1.1994334459, output_fired_time: 0.0000000000, propagate_forward_time: 61.8905067444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7998313904
validation[          , genome 12926] predictions:    9844/  10000 (98.44%), best:    9863/10000 (98.63%), error:       492.77451, best error:       423.10767 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 826.9569702148s, input_fired_time: 9.7028560638, output_fired_time: 10.1081790924, propagate_forward_time: 309.8466186523, propagate_backward_time: 487.3710021973, weight_update_time: 0.8481961489, other_time: 9.9283142090
epoch time: 65.1602706909s, input_fired_time: 1.2043148279, output_fired_time: 0.0000000000, propagate_forward_time: 62.2063789368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7495765686
validation[          , genome 12926] predictions:    9857/  10000 (98.57%), best:    9863/10000 (98.63%), error:       472.75504, best error:       423.10767 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 824.8005981445s, input_fired_time: 9.7226905823, output_fired_time: 10.0915260315, propagate_forward_time: 309.0082092285, propagate_backward_time: 486.0476074219, weight_update_time: 0.8664540648, other_time: 9.9305114746
epoch time: 64.7904968262s, input_fired_time: 1.2004445791, output_fired_time: 0.0000000000, propagate_forward_time: 61.8001708984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7898826599
validation[          , genome 12926] predictions:    9831/  10000 (98.31%), best:    9863/10000 (98.63%), error:       535.21667, best error:       423.10767 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 825.2380981445s, input_fired_time: 9.7181072235, output_fired_time: 10.0834207535, propagate_forward_time: 308.4993591309, propagate_backward_time: 487.0052795410, weight_update_time: 0.8900935054, other_time: 9.9319458008
epoch time: 65.0228500366s, input_fired_time: 1.2054040432, output_fired_time: 0.0000000000, propagate_forward_time: 62.0583648682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7590827942
validation[          , genome 12926] predictions:    9856/  10000 (98.56%), best:    9863/10000 (98.63%), error:       451.55450, best error:       423.10767 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 827.0777587891s, input_fired_time: 9.7203025818, output_fired_time: 10.1283407211, propagate_forward_time: 309.5203857422, propagate_backward_time: 487.7610778809, weight_update_time: 0.9058321714, other_time: 9.9476623535
epoch time: 64.6867523193s, input_fired_time: 1.1965683699, output_fired_time: 0.0000000000, propagate_forward_time: 61.7246246338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7655601501
validation[          , genome 12926] predictions:    9875/  10000 (98.75%), best:    9863/10000 (98.63%), error:       424.37094, best error:       423.10767 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 827.5029907227s, input_fired_time: 9.7217111588, output_fired_time: 10.1213150024, propagate_forward_time: 309.6091003418, propagate_backward_time: 488.0639038086, weight_update_time: 0.9176743031, other_time: 9.9869079590
epoch time: 64.8457946777s, input_fired_time: 1.1934102774, output_fired_time: 0.0000000000, propagate_forward_time: 61.8771476746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7752380371
validation[          , genome 12926] predictions:    9829/  10000 (98.29%), best:    9863/10000 (98.63%), error:       544.75800, best error:       423.10767 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 827.7244873047s, input_fired_time: 9.7129697800, output_fired_time: 10.1314573288, propagate_forward_time: 309.6812133789, propagate_backward_time: 488.2670593262, weight_update_time: 0.9228894114, other_time: 9.9317932129
epoch time: 65.0699768066s, input_fired_time: 1.2028572559, output_fired_time: 0.0000000000, propagate_forward_time: 62.0965881348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7705307007
validation[          , genome 12926] predictions:    9870/  10000 (98.70%), best:    9863/10000 (98.63%), error:       453.39313, best error:       423.10767 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 826.8224487305s, input_fired_time: 9.7066030502, output_fired_time: 10.1257820129, propagate_forward_time: 309.1700439453, propagate_backward_time: 487.8318481445, weight_update_time: 0.9354178905, other_time: 9.9881591797
epoch time: 64.9510726929s, input_fired_time: 1.2035838366, output_fired_time: 0.0000000000, propagate_forward_time: 61.9706306458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7768592834
validation[          , genome 12926] predictions:    9851/  10000 (98.51%), best:    9863/10000 (98.63%), error:       444.77060, best error:       423.10767 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 827.3962402344s, input_fired_time: 9.7401342392, output_fired_time: 10.1475782394, propagate_forward_time: 309.3365478516, propagate_backward_time: 488.1335449219, weight_update_time: 0.9309805632, other_time: 10.0384521484
epoch time: 64.0234603882s, input_fired_time: 1.2074247599, output_fired_time: 0.0000000000, propagate_forward_time: 61.0067863464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8092498779
validation[          , genome 12926] predictions:    9852/  10000 (98.52%), best:    9863/10000 (98.63%), error:       480.96085, best error:       423.10767 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 830.5251464844s, input_fired_time: 9.7748050690, output_fired_time: 10.1674795151, propagate_forward_time: 310.2281799316, propagate_backward_time: 490.2468566895, weight_update_time: 0.9413281679, other_time: 10.1078491211
epoch time: 65.4193267822s, input_fired_time: 1.2127821445, output_fired_time: 0.0000000000, propagate_forward_time: 62.4256362915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7809066772
validation[          , genome 12926] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       445.01373, best error:       423.10767 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 829.7392578125s, input_fired_time: 9.7627515793, output_fired_time: 10.1320371628, propagate_forward_time: 310.4667968750, propagate_backward_time: 489.3287353516, weight_update_time: 0.9351204634, other_time: 10.0489501953
epoch time: 65.0529174805s, input_fired_time: 1.2078070641, output_fired_time: 0.0000000000, propagate_forward_time: 62.0840339661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7610778809
validation[          , genome 12926] predictions:    9872/  10000 (98.72%), best:    9863/10000 (98.63%), error:       425.58597, best error:       423.10767 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 829.4840087891s, input_fired_time: 9.7935409546, output_fired_time: 10.1627874374, propagate_forward_time: 309.8481750488, propagate_backward_time: 489.6365661621, weight_update_time: 0.9371548295, other_time: 10.0429687500
epoch time: 65.4422531128s, input_fired_time: 1.2146462202, output_fired_time: 0.0000000000, propagate_forward_time: 62.4751472473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7524604797
validation[          , genome 12926] predictions:    9858/  10000 (98.58%), best:    9863/10000 (98.63%), error:       462.69260, best error:       423.10767 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 828.3159179688s, input_fired_time: 9.7991037369, output_fired_time: 10.1372461319, propagate_forward_time: 309.4134826660, propagate_backward_time: 488.8805236816, weight_update_time: 0.9362152815, other_time: 10.0855102539
epoch time: 64.4067153931s, input_fired_time: 1.2008447647, output_fired_time: 0.0000000000, propagate_forward_time: 61.4245262146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7813453674
validation[          , genome 12926] predictions:    9838/  10000 (98.38%), best:    9863/10000 (98.63%), error:       520.54767, best error:       423.10767 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 829.7790527344s, input_fired_time: 9.7854299545, output_fired_time: 10.1275243759, propagate_forward_time: 310.5040588379, propagate_backward_time: 489.3593139648, weight_update_time: 0.9386150241, other_time: 10.0027770996
epoch time: 65.1696166992s, input_fired_time: 1.2180978060, output_fired_time: 0.0000000000, propagate_forward_time: 62.1561470032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953720093
validation[          , genome 12926] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       417.55905, best error:       417.55905 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 830.2538452148s, input_fired_time: 9.7949409485, output_fired_time: 10.1716232300, propagate_forward_time: 310.3590698242, propagate_backward_time: 489.8900451660, weight_update_time: 0.9374212623, other_time: 10.0381774902
epoch time: 64.3868789673s, input_fired_time: 1.1930161715, output_fired_time: 0.0000000000, propagate_forward_time: 61.3959465027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7979164124
validation[          , genome 12926] predictions:    9838/  10000 (98.38%), best:    9863/10000 (98.63%), error:       542.91095, best error:       417.55905 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 830.2342529297s, input_fired_time: 9.7646417618, output_fired_time: 10.1556692123, propagate_forward_time: 310.0401916504, propagate_backward_time: 490.2623901367, weight_update_time: 0.9435392618, other_time: 10.0113830566
epoch time: 65.1405792236s, input_fired_time: 1.2103534937, output_fired_time: 0.0000000000, propagate_forward_time: 62.1300086975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8002166748
validation[          , genome 12926] predictions:    9849/  10000 (98.49%), best:    9863/10000 (98.63%), error:       465.69818, best error:       417.55905 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 830.0778808594s, input_fired_time: 9.8014955521, output_fired_time: 10.1468896866, propagate_forward_time: 310.8822326660, propagate_backward_time: 489.2500610352, weight_update_time: 0.9378161430, other_time: 9.9971618652
epoch time: 65.7053833008s, input_fired_time: 1.2165559530, output_fired_time: 0.0000000000, propagate_forward_time: 62.7384185791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7504119873
validation[          , genome 12926] predictions:    9857/  10000 (98.57%), best:    9863/10000 (98.63%), error:       431.92166, best error:       417.55905 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 831.5093383789s, input_fired_time: 9.8077669144, output_fired_time: 10.1572055817, propagate_forward_time: 310.8553161621, propagate_backward_time: 490.6813049316, weight_update_time: 0.9424316883, other_time: 10.0077514648
epoch time: 64.4132232666s, input_fired_time: 1.2215684652, output_fired_time: 0.0000000000, propagate_forward_time: 61.4078636169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7837905884
validation[          , genome 12926] predictions:    9884/  10000 (98.84%), best:    9863/10000 (98.63%), error:       438.78818, best error:       417.55905 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 828.5521850586s, input_fired_time: 9.8149175644, output_fired_time: 10.1474151611, propagate_forward_time: 309.6635437012, propagate_backward_time: 488.8828430176, weight_update_time: 0.9388946891, other_time: 10.0434570313
epoch time: 65.2557144165s, input_fired_time: 1.2226480246, output_fired_time: 0.0000000000, propagate_forward_time: 62.2605819702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7724838257
validation[          , genome 12926] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       375.67465, best error:       375.67465 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 828.5455322266s, input_fired_time: 9.7901077271, output_fired_time: 10.1431703568, propagate_forward_time: 309.4479370117, propagate_backward_time: 489.0924987793, weight_update_time: 0.9352203012, other_time: 10.0718078613
epoch time: 64.8726577759s, input_fired_time: 1.2214610577, output_fired_time: 0.0000000000, propagate_forward_time: 61.8432769775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8079185486
validation[          , genome 12926] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       440.35544, best error:       375.67465 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 829.0492553711s, input_fired_time: 9.8050584793, output_fired_time: 10.1153373718, propagate_forward_time: 309.9792175293, propagate_backward_time: 489.1765136719, weight_update_time: 0.9305622578, other_time: 9.9731140137
epoch time: 65.7474975586s, input_fired_time: 1.2258186340, output_fired_time: 0.0000000000, propagate_forward_time: 62.7871093750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7345733643
validation[          , genome 12926] predictions:    9865/  10000 (98.65%), best:    9883/10000 (98.83%), error:       411.01660, best error:       375.67465 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 830.4521484375s, input_fired_time: 9.8009223938, output_fired_time: 10.1271762848, propagate_forward_time: 310.4203186035, propagate_backward_time: 490.1711120605, weight_update_time: 0.9286699295, other_time: 9.9326171875
epoch time: 65.0965576172s, input_fired_time: 1.2125488520, output_fired_time: 0.0000000000, propagate_forward_time: 62.1426620483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7413482666
validation[          , genome 12926] predictions:    9873/  10000 (98.73%), best:    9883/10000 (98.83%), error:       422.95560, best error:       375.67465 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 830.3583374023s, input_fired_time: 9.8213701248, output_fired_time: 10.1348505020, propagate_forward_time: 310.4670104980, propagate_backward_time: 490.0066833496, weight_update_time: 0.9273610711, other_time: 9.9284667969
epoch time: 65.3065185547s, input_fired_time: 1.2327178717, output_fired_time: 0.0000000000, propagate_forward_time: 62.3019714355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7718276978
validation[          , genome 12926] predictions:    9882/  10000 (98.82%), best:    9883/10000 (98.83%), error:       416.53839, best error:       375.67465 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 830.9525146484s, input_fired_time: 9.8002643585, output_fired_time: 10.1315584183, propagate_forward_time: 310.5362548828, propagate_backward_time: 490.5897216797, weight_update_time: 0.9321823716, other_time: 9.8947143555
epoch time: 64.1689758301s, input_fired_time: 1.2111980915, output_fired_time: 0.0000000000, propagate_forward_time: 61.1886100769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7691688538
validation[          , genome 12926] predictions:    9862/  10000 (98.62%), best:    9883/10000 (98.83%), error:       421.56531, best error:       375.67465 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 829.0797729492s, input_fired_time: 9.7983827591, output_fired_time: 10.1200904846, propagate_forward_time: 310.1858825684, propagate_backward_time: 489.0700378418, weight_update_time: 0.9281629920, other_time: 9.9053344727
epoch time: 64.0488052368s, input_fired_time: 1.2031729221, output_fired_time: 0.0000000000, propagate_forward_time: 61.0411682129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8044624329
validation[          , genome 12926] predictions:    9834/  10000 (98.34%), best:    9883/10000 (98.83%), error:       571.26910, best error:       375.67465 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 830.5603637695s, input_fired_time: 9.7932224274, output_fired_time: 10.1235885620, propagate_forward_time: 310.5930480957, propagate_backward_time: 490.1607360840, weight_update_time: 0.9337890148, other_time: 9.8897705078
epoch time: 65.1473846436s, input_fired_time: 1.2175308466, output_fired_time: 0.0000000000, propagate_forward_time: 62.2097778320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7200775146
validation[          , genome 12926] predictions:    9874/  10000 (98.74%), best:    9883/10000 (98.83%), error:       441.52350, best error:       375.67465 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 829.0463256836s, input_fired_time: 9.7867965698, output_fired_time: 10.1120491028, propagate_forward_time: 310.2141418457, propagate_backward_time: 489.0818481445, weight_update_time: 0.9284817576, other_time: 9.8514709473
epoch time: 64.8903884888s, input_fired_time: 1.2264744043, output_fired_time: 0.0000000000, propagate_forward_time: 61.8903541565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7735595703
validation[          , genome 12926] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       354.78613, best error:       354.78613 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 831.4871215820s, input_fired_time: 9.8096733093, output_fired_time: 10.1478748322, propagate_forward_time: 311.4147338867, propagate_backward_time: 490.2688903809, weight_update_time: 0.9338630438, other_time: 9.8459167480
epoch time: 63.0044631958s, input_fired_time: 1.2029576302, output_fired_time: 0.0000000000, propagate_forward_time: 59.9876785278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8138275146
validation[          , genome 12926] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       373.56131, best error:       354.78613 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 828.8881225586s, input_fired_time: 9.8292570114, output_fired_time: 10.1147813797, propagate_forward_time: 310.1478881836, propagate_backward_time: 488.9137268066, weight_update_time: 0.9270159602, other_time: 9.8824157715
epoch time: 64.5747833252s, input_fired_time: 1.2060066462, output_fired_time: 0.0000000000, propagate_forward_time: 61.6161651611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7526130676
validation[          , genome 12926] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       393.94592, best error:       354.78613 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 830.5770263672s, input_fired_time: 9.8235969543, output_fired_time: 10.1414661407, propagate_forward_time: 310.7326660156, propagate_backward_time: 489.9586181641, weight_update_time: 0.9315430522, other_time: 9.9206542969
epoch time: 64.7758102417s, input_fired_time: 1.2221050262, output_fired_time: 0.0000000000, propagate_forward_time: 61.7866668701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7670364380
validation[          , genome 12926] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       403.57663, best error:       354.78613 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 827.8992919922s, input_fired_time: 9.7692470551, output_fired_time: 10.0978565216, propagate_forward_time: 309.4747314453, propagate_backward_time: 488.7093811035, weight_update_time: 0.9242036939, other_time: 9.8481140137
epoch time: 63.5392646790s, input_fired_time: 1.2128876448, output_fired_time: 0.0000000000, propagate_forward_time: 60.4858436584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8405342102
validation[          , genome 12926] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       382.51215, best error:       354.78613 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 829.1032714844s, input_fired_time: 9.8358316422, output_fired_time: 10.1138439178, propagate_forward_time: 310.5782470703, propagate_backward_time: 488.6179199219, weight_update_time: 0.9263017774, other_time: 9.9574584961
epoch time: 64.7379226685s, input_fired_time: 1.2185770273, output_fired_time: 0.0000000000, propagate_forward_time: 61.7620124817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7573318481
validation[          , genome 12926] predictions:    9863/  10000 (98.63%), best:    9889/10000 (98.89%), error:       465.19482, best error:       354.78613 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 828.0213012695s, input_fired_time: 9.8012962341, output_fired_time: 10.1141176224, propagate_forward_time: 309.2972106934, propagate_backward_time: 488.8618469238, weight_update_time: 0.9341093302, other_time: 9.9468383789
epoch time: 63.9809112549s, input_fired_time: 1.2097835541, output_fired_time: 0.0000000000, propagate_forward_time: 60.9715690613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7995567322
validation[          , genome 12926] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       400.48950, best error:       354.78613 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 831.3862915039s, input_fired_time: 9.8311986923, output_fired_time: 10.1460599899, propagate_forward_time: 310.8872375488, propagate_backward_time: 490.6190795898, weight_update_time: 0.9307845235, other_time: 9.9027404785
epoch time: 65.8150787354s, input_fired_time: 1.2233010530, output_fired_time: 0.0000000000, propagate_forward_time: 62.8538932800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7378807068
validation[          , genome 12926] predictions:    9854/  10000 (98.54%), best:    9889/10000 (98.89%), error:       454.85406, best error:       354.78613 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 828.4882202148s, input_fired_time: 9.8239593506, output_fired_time: 10.1015510559, propagate_forward_time: 309.9643249512, propagate_backward_time: 488.6758728027, weight_update_time: 0.9272471666, other_time: 9.9224853516
epoch time: 64.6897354126s, input_fired_time: 1.2142360210, output_fired_time: 0.0000000000, propagate_forward_time: 61.6791687012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7963294983
validation[          , genome 12926] predictions:    9849/  10000 (98.49%), best:    9889/10000 (98.89%), error:       500.71741, best error:       354.78613 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 830.1748657227s, input_fired_time: 9.8237829208, output_fired_time: 10.1317348480, propagate_forward_time: 310.5889892578, propagate_backward_time: 489.7076721191, weight_update_time: 0.9327966571, other_time: 9.9226989746
epoch time: 64.1655654907s, input_fired_time: 1.2155408859, output_fired_time: 0.0000000000, propagate_forward_time: 61.1529159546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7971076965
validation[          , genome 12926] predictions:    9870/  10000 (98.70%), best:    9889/10000 (98.89%), error:       424.84021, best error:       354.78613 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 828.8759155273s, input_fired_time: 9.8164196014, output_fired_time: 10.1349983215, propagate_forward_time: 309.8321228027, propagate_backward_time: 489.1613464355, weight_update_time: 0.9283493757, other_time: 9.9310302734
epoch time: 65.1771850586s, input_fired_time: 1.2425792217, output_fired_time: 0.0000000000, propagate_forward_time: 62.1280632019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8065414429
validation[          , genome 12926] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       400.88965, best error:       354.78613 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 829.2745971680s, input_fired_time: 9.8235158920, output_fired_time: 10.1029634476, propagate_forward_time: 310.1941223145, propagate_backward_time: 489.2427673340, weight_update_time: 0.9319356084, other_time: 9.9112548828
epoch time: 65.6016387939s, input_fired_time: 1.2225061655, output_fired_time: 0.0000000000, propagate_forward_time: 62.6003837585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7787513733
validation[          , genome 12926] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       418.93283, best error:       354.78613 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 830.1035156250s, input_fired_time: 9.8240852356, output_fired_time: 10.1196880341, propagate_forward_time: 310.2316894531, propagate_backward_time: 490.0474853516, weight_update_time: 0.9262152910, other_time: 9.8805541992
epoch time: 65.1483917236s, input_fired_time: 1.2211937904, output_fired_time: 0.0000000000, propagate_forward_time: 62.2021713257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7250251770
validation[          , genome 12926] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       373.22714, best error:       354.78613 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 829.6733398438s, input_fired_time: 9.8207902908, output_fired_time: 10.1042337418, propagate_forward_time: 310.2996520996, propagate_backward_time: 489.5838928223, weight_update_time: 0.9302418828, other_time: 9.8647460938
epoch time: 65.0380935669s, input_fired_time: 1.2317994833, output_fired_time: 0.0000000000, propagate_forward_time: 62.0432815552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7630119324
validation[          , genome 12926] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       405.22720, best error:       354.78613 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 830.5219726563s, input_fired_time: 9.8390617371, output_fired_time: 10.1352567673, propagate_forward_time: 310.5631713867, propagate_backward_time: 490.0818176270, weight_update_time: 0.9299075603, other_time: 9.9026794434
epoch time: 65.3180389404s, input_fired_time: 1.2246438265, output_fired_time: 0.0000000000, propagate_forward_time: 62.3659439087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7274475098
validation[          , genome 12926] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       362.45328, best error:       354.78613 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 830.5994873047s, input_fired_time: 9.8645076752, output_fired_time: 10.1253070831, propagate_forward_time: 311.1087646484, propagate_backward_time: 489.5492858887, weight_update_time: 0.9290901423, other_time: 9.9516296387
epoch time: 65.0174942017s, input_fired_time: 1.2363282442, output_fired_time: 0.0000000000, propagate_forward_time: 62.0135650635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7676010132
validation[          , genome 12926] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       417.00677, best error:       354.78613 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 830.5493774414s, input_fired_time: 9.8144435883, output_fired_time: 10.1286754608, propagate_forward_time: 311.0228576660, propagate_backward_time: 489.7949218750, weight_update_time: 0.9230576754, other_time: 9.7884826660
epoch time: 63.9535675049s, input_fired_time: 1.2092556953, output_fired_time: 0.0000000000, propagate_forward_time: 60.9656028748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7787094116
validation[          , genome 12926] predictions:    9877/  10000 (98.77%), best:    9889/10000 (98.89%), error:       422.01093, best error:       354.78613 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 832.5737304688s, input_fired_time: 9.8704319000, output_fired_time: 10.1338920593, propagate_forward_time: 311.7557067871, propagate_backward_time: 490.9178161621, weight_update_time: 0.9311097860, other_time: 9.8958740234
epoch time: 64.3339462280s, input_fired_time: 1.2177635431, output_fired_time: 0.0000000000, propagate_forward_time: 61.3038978577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8122863770
validation[          , genome 12926] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       400.78262, best error:       354.78613 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 829.4309082031s, input_fired_time: 9.8513603210, output_fired_time: 10.1051483154, propagate_forward_time: 310.5943603516, propagate_backward_time: 488.9340515137, weight_update_time: 0.9288086295, other_time: 9.9459533691
epoch time: 64.3851928711s, input_fired_time: 1.2282876968, output_fired_time: 0.0000000000, propagate_forward_time: 61.3824119568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7744941711
validation[          , genome 12926] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       344.07635, best error:       344.07635 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 826.7061157227s, input_fired_time: 9.8179607391, output_fired_time: 10.1021118164, propagate_forward_time: 308.6244812012, propagate_backward_time: 488.2106018066, weight_update_time: 0.9275101423, other_time: 9.9509887695
epoch time: 65.5360260010s, input_fired_time: 1.2328152657, output_fired_time: 0.0000000000, propagate_forward_time: 62.5542793274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7489280701
validation[          , genome 12926] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       331.16663, best error:       331.16663 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 832.5995483398s, input_fired_time: 9.8570775986, output_fired_time: 10.1531124115, propagate_forward_time: 311.5309753418, propagate_backward_time: 491.2084350586, weight_update_time: 0.9304193854, other_time: 9.8499450684
epoch time: 64.8908538818s, input_fired_time: 1.2302639484, output_fired_time: 0.0000000000, propagate_forward_time: 61.9118270874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7487640381
validation[          , genome 12926] predictions:    9887/  10000 (98.87%), best:    9903/10000 (99.03%), error:       377.58795, best error:       331.16663 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 829.3331298828s, input_fired_time: 9.8404684067, output_fired_time: 10.1068058014, propagate_forward_time: 309.7853698730, propagate_backward_time: 489.6855468750, weight_update_time: 0.9314211011, other_time: 9.9149475098
epoch time: 64.0757064819s, input_fired_time: 1.2178385258, output_fired_time: 0.0000000000, propagate_forward_time: 61.0694961548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7883720398
validation[          , genome 12926] predictions:    9891/  10000 (98.91%), best:    9903/10000 (99.03%), error:       382.10080, best error:       331.16663 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 829.5610351563s, input_fired_time: 9.8346052170, output_fired_time: 10.1095504761, propagate_forward_time: 310.1170349121, propagate_backward_time: 489.5819396973, weight_update_time: 0.9343546629, other_time: 9.9179077148
epoch time: 64.3443450928s, input_fired_time: 1.2229057550, output_fired_time: 0.0000000000, propagate_forward_time: 61.2989311218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8225097656
validation[          , genome 12926] predictions:    9879/  10000 (98.79%), best:    9903/10000 (99.03%), error:       400.03000, best error:       331.16663 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 829.7999267578s, input_fired_time: 9.8196077347, output_fired_time: 10.1192445755, propagate_forward_time: 309.8761901855, propagate_backward_time: 490.1024169922, weight_update_time: 0.9297829866, other_time: 9.8824768066
epoch time: 65.7805862427s, input_fired_time: 1.2354056835, output_fired_time: 0.0000000000, propagate_forward_time: 62.7946243286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7505569458
validation[          , genome 12926] predictions:    9892/  10000 (98.92%), best:    9903/10000 (99.03%), error:       349.28198, best error:       331.16663 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 830.1327514648s, input_fired_time: 9.8590450287, output_fired_time: 10.1536531448, propagate_forward_time: 310.1009826660, propagate_backward_time: 490.1157226563, weight_update_time: 0.9307036400, other_time: 9.9033508301
epoch time: 65.1402435303s, input_fired_time: 1.2200025320, output_fired_time: 0.0000000000, propagate_forward_time: 62.1837234497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7365188599
validation[          , genome 12926] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       340.25729, best error:       331.16663 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 828.3955078125s, input_fired_time: 9.8154630661, output_fired_time: 10.1297683716, propagate_forward_time: 309.8600158691, propagate_backward_time: 488.7136535645, weight_update_time: 0.9261880517, other_time: 9.8765869141
epoch time: 65.3203811646s, input_fired_time: 1.2295773029, output_fired_time: 0.0000000000, propagate_forward_time: 62.3490562439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7417488098
validation[          , genome 12926] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       346.81482, best error:       331.16663 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 831.0467529297s, input_fired_time: 9.8320999146, output_fired_time: 10.1356678009, propagate_forward_time: 311.0052490234, propagate_backward_time: 490.1953735352, weight_update_time: 0.9285135865, other_time: 9.8783569336
epoch time: 65.2646713257s, input_fired_time: 1.2282749414, output_fired_time: 0.0000000000, propagate_forward_time: 62.3089408875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7274589539
validation[          , genome 12926] predictions:    9880/  10000 (98.80%), best:    9903/10000 (99.03%), error:       359.88602, best error:       331.16663 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 832.0449829102s, input_fired_time: 9.8604898453, output_fired_time: 10.1652269363, propagate_forward_time: 311.1243591309, propagate_backward_time: 491.0130920410, weight_update_time: 0.9331454039, other_time: 9.8818359375
epoch time: 65.3856582642s, input_fired_time: 1.2365250587, output_fired_time: 0.0000000000, propagate_forward_time: 62.3887329102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7603988647
validation[          , genome 12926] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       344.06607, best error:       331.16663 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 827.4085693359s, input_fired_time: 9.8570270538, output_fired_time: 10.0936317444, propagate_forward_time: 309.2431640625, propagate_backward_time: 488.2660522461, weight_update_time: 0.9266523719, other_time: 9.9486694336
epoch time: 65.3179931641s, input_fired_time: 1.2290859222, output_fired_time: 0.0000000000, propagate_forward_time: 62.3383026123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7506027222
validation[          , genome 12926] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       349.98300, best error:       331.16663 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 828.7246704102s, input_fired_time: 9.8203191757, output_fired_time: 10.1165037155, propagate_forward_time: 309.9139099121, propagate_backward_time: 489.0113220215, weight_update_time: 0.9288595319, other_time: 9.8626098633
epoch time: 65.1818618774s, input_fired_time: 1.2201615572, output_fired_time: 0.0000000000, propagate_forward_time: 62.2260589600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7356414795
validation[          , genome 12926] predictions:    9886/  10000 (98.86%), best:    9903/10000 (99.03%), error:       373.67554, best error:       331.16663 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 829.6899414063s, input_fired_time: 9.8673219681, output_fired_time: 10.1004629135, propagate_forward_time: 310.0017700195, propagate_backward_time: 489.8201904297, weight_update_time: 0.9328650236, other_time: 9.9002075195
epoch time: 64.7428207397s, input_fired_time: 1.2285885811, output_fired_time: 0.0000000000, propagate_forward_time: 61.7685966492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7456359863
validation[          , genome 12926] predictions:    9895/  10000 (98.95%), best:    9903/10000 (99.03%), error:       373.00623, best error:       331.16663 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 829.5448608398s, input_fired_time: 9.8510408401, output_fired_time: 10.1356439590, propagate_forward_time: 309.9293518066, propagate_backward_time: 489.7253112793, weight_update_time: 0.9352690578, other_time: 9.9035644531
epoch time: 65.2313003540s, input_fired_time: 1.2356808186, output_fired_time: 0.0000000000, propagate_forward_time: 62.2150688171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7805519104
validation[          , genome 12926] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       358.66336, best error:       331.16663 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 830.8148803711s, input_fired_time: 9.8588457108, output_fired_time: 10.1207094193, propagate_forward_time: 310.7334899902, propagate_backward_time: 490.2336730957, weight_update_time: 0.9341529608, other_time: 9.8681640625
epoch time: 64.9512557983s, input_fired_time: 1.2325142622, output_fired_time: 0.0000000000, propagate_forward_time: 61.9886970520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7300453186
validation[          , genome 12926] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       364.16260, best error:       331.16663 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 829.1713867188s, input_fired_time: 9.8649139404, output_fired_time: 10.1083679199, propagate_forward_time: 310.3916931152, propagate_backward_time: 488.8760070801, weight_update_time: 0.9268484116, other_time: 9.9304199219
epoch time: 65.3273391724s, input_fired_time: 1.2312192917, output_fired_time: 0.0000000000, propagate_forward_time: 62.3497962952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7463264465
validation[          , genome 12926] predictions:    9891/  10000 (98.91%), best:    9903/10000 (99.03%), error:       375.59326, best error:       331.16663 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 827.7194213867s, input_fired_time: 9.8302469254, output_fired_time: 10.0873165131, propagate_forward_time: 309.3026733398, propagate_backward_time: 488.5770874023, weight_update_time: 0.9256556034, other_time: 9.9220581055
epoch time: 65.3563308716s, input_fired_time: 1.2295862436, output_fired_time: 0.0000000000, propagate_forward_time: 62.3709945679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7557525635
validation[          , genome 12926] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       359.91302, best error:       331.16663 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 830.2346191406s, input_fired_time: 9.8679189682, output_fired_time: 10.1073942184, propagate_forward_time: 310.4187316895, propagate_backward_time: 489.9355163574, weight_update_time: 0.9301109910, other_time: 9.9050292969
epoch time: 65.1660461426s, input_fired_time: 1.2257856131, output_fired_time: 0.0000000000, propagate_forward_time: 62.2141113281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7261505127
validation[          , genome 12926] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       336.62549, best error:       331.16663 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 828.4560546875s, input_fired_time: 9.8296556473, output_fired_time: 10.0818653107, propagate_forward_time: 310.0411376953, propagate_backward_time: 488.6265869141, weight_update_time: 0.9297103882, other_time: 9.8768310547
epoch time: 65.2617416382s, input_fired_time: 1.2265771627, output_fired_time: 0.0000000000, propagate_forward_time: 62.2923851013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7427787781
validation[          , genome 12926] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       340.46027, best error:       331.16663 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 828.5969238281s, input_fired_time: 9.8259677887, output_fired_time: 10.1072788239, propagate_forward_time: 309.9162597656, propagate_backward_time: 488.8632812500, weight_update_time: 0.9275143147, other_time: 9.8840942383
epoch time: 64.6284332275s, input_fired_time: 1.2387288809, output_fired_time: 0.0000000000, propagate_forward_time: 61.5945625305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7951431274
validation[          , genome 12926] predictions:    9911/  10000 (99.11%), best:    9903/10000 (99.03%), error:       336.63336, best error:       331.16663 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 830.3325805664s, input_fired_time: 9.8657436371, output_fired_time: 10.1273603439, propagate_forward_time: 310.3997497559, propagate_backward_time: 490.0077209473, weight_update_time: 0.9299741983, other_time: 9.9320068359
epoch time: 65.5412750244s, input_fired_time: 1.2276753187, output_fired_time: 0.0000000000, propagate_forward_time: 62.5970420837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7165565491
validation[          , genome 12926] predictions:    9868/  10000 (98.68%), best:    9903/10000 (99.03%), error:       426.24457, best error:       331.16663 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 828.1321411133s, input_fired_time: 9.8630313873, output_fired_time: 10.1116199493, propagate_forward_time: 309.4747924805, propagate_backward_time: 488.7399902344, weight_update_time: 0.9291207194, other_time: 9.9426879883
epoch time: 65.6498260498s, input_fired_time: 1.2376033068, output_fired_time: 0.0000000000, propagate_forward_time: 62.6897048950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7225189209
validation[          , genome 12926] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       333.75455, best error:       331.16663 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 826.4653930664s, input_fired_time: 9.8442964554, output_fired_time: 10.1035270691, propagate_forward_time: 308.7819824219, propagate_backward_time: 487.7214965820, weight_update_time: 0.9282633662, other_time: 10.0140991211
epoch time: 65.6272659302s, input_fired_time: 1.2275475264, output_fired_time: 0.0000000000, propagate_forward_time: 62.6623992920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7373199463
validation[          , genome 12926] predictions:    9890/  10000 (98.90%), best:    9903/10000 (99.03%), error:       352.86371, best error:       331.16663 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 833.2036743164s, input_fired_time: 9.8943109512, output_fired_time: 10.1454715729, propagate_forward_time: 311.8937072754, propagate_backward_time: 491.4069824219, weight_update_time: 0.9325072169, other_time: 9.8632507324
epoch time: 63.8219184875s, input_fired_time: 1.2141228914, output_fired_time: 0.0000000000, propagate_forward_time: 60.8015937805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8062019348
validation[          , genome 12926] predictions:    9889/  10000 (98.89%), best:    9903/10000 (99.03%), error:       365.86865, best error:       331.16663 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 831.2270507813s, input_fired_time: 9.8834981918, output_fired_time: 10.1256856918, propagate_forward_time: 311.0217285156, propagate_backward_time: 490.3876647949, weight_update_time: 0.9278785586, other_time: 9.8085021973
epoch time: 65.5518951416s, input_fired_time: 1.2311842442, output_fired_time: 0.0000000000, propagate_forward_time: 62.5798950195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7408142090
validation[          , genome 12926] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       350.05835, best error:       331.16663 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 831.6055297852s, input_fired_time: 9.8697633743, output_fired_time: 10.1316022873, propagate_forward_time: 311.1686096191, propagate_backward_time: 490.5372314453, weight_update_time: 0.9278895855, other_time: 9.8983459473
epoch time: 65.0837173462s, input_fired_time: 1.2253302336, output_fired_time: 0.0000000000, propagate_forward_time: 62.1147270203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7436599731
validation[          , genome 12926] predictions:    9906/  10000 (99.06%), best:    9903/10000 (99.03%), error:       336.61221, best error:       331.16663 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 828.5004882813s, input_fired_time: 9.8429527283, output_fired_time: 10.0976314545, propagate_forward_time: 309.4431152344, propagate_backward_time: 489.2163085938, weight_update_time: 0.9270943403, other_time: 9.9004516602
epoch time: 65.3708953857s, input_fired_time: 1.2366938591, output_fired_time: 0.0000000000, propagate_forward_time: 62.3686332703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7655677795
validation[          , genome 12926] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       338.53253, best error:       331.16663 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 830.3977050781s, input_fired_time: 9.8750476837, output_fired_time: 10.1362733841, propagate_forward_time: 310.4067077637, propagate_backward_time: 490.0034484863, weight_update_time: 0.9313380718, other_time: 9.9761962891
epoch time: 64.8132095337s, input_fired_time: 1.2301708460, output_fired_time: 0.0000000000, propagate_forward_time: 61.8173217773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7657165527
validation[          , genome 12926] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       335.43115, best error:       331.16663 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 830.9158935547s, input_fired_time: 9.8945035934, output_fired_time: 10.1550188065, propagate_forward_time: 310.9222106934, propagate_backward_time: 490.0323181152, weight_update_time: 0.9347389340, other_time: 9.9118041992
epoch time: 64.2306594849s, input_fired_time: 1.2354606390, output_fired_time: 0.0000000000, propagate_forward_time: 61.1994361877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7957611084
validation[          , genome 12926] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       338.35553, best error:       331.16663 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 830.0678710938s, input_fired_time: 9.8834323883, output_fired_time: 10.1251707077, propagate_forward_time: 310.0231933594, propagate_backward_time: 490.1179199219, weight_update_time: 0.9303212762, other_time: 9.9181518555
epoch time: 63.7065429688s, input_fired_time: 1.2218577862, output_fired_time: 0.0000000000, propagate_forward_time: 60.6777725220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8069114685
validation[          , genome 12926] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       323.24908, best error:       323.24908 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 829.5444946289s, input_fired_time: 9.8962001801, output_fired_time: 10.1208763123, propagate_forward_time: 309.7139587402, propagate_backward_time: 489.8949584961, weight_update_time: 0.9320467114, other_time: 9.9185485840
epoch time: 65.1172637939s, input_fired_time: 1.2341898680, output_fired_time: 0.0000000000, propagate_forward_time: 62.1225318909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7605438232
validation[          , genome 12926] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       332.04205, best error:       323.24908 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 831.5592041016s, input_fired_time: 9.8818740845, output_fired_time: 10.1353092194, propagate_forward_time: 311.0969848633, propagate_backward_time: 490.5445556641, weight_update_time: 0.9337515235, other_time: 9.9004516602
epoch time: 64.2569961548s, input_fired_time: 1.2328838110, output_fired_time: 0.0000000000, propagate_forward_time: 61.2023620605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8217506409
validation[          , genome 12926] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       332.50613, best error:       323.24908 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 830.7942504883s, input_fired_time: 9.8721122742, output_fired_time: 10.1068658829, propagate_forward_time: 310.5475463867, propagate_backward_time: 490.3946228027, weight_update_time: 0.9263105989, other_time: 9.8730773926
epoch time: 64.3243179321s, input_fired_time: 1.2277164459, output_fired_time: 0.0000000000, propagate_forward_time: 61.3039131165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7926902771
validation[          , genome 12926] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       338.22699, best error:       323.24908 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 832.0884399414s, input_fired_time: 9.8872156143, output_fired_time: 10.1541681290, propagate_forward_time: 311.0976867676, propagate_backward_time: 491.0674743652, weight_update_time: 0.9270016551, other_time: 9.8818969727
epoch time: 65.6367568970s, input_fired_time: 1.2474938631, output_fired_time: 0.0000000000, propagate_forward_time: 62.6476097107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7416496277
validation[          , genome 12926] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       331.07733, best error:       323.24908 on epoch:    96, 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: 324.5117492676s, input_fired_time: 6.1856045723, output_fired_time: 0.0000000000, propagate_forward_time: 309.3792419434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.9468994141
best training[          , genome 12926] predictions:   50000/  50000 (100.00%), best:    9906/10000 (99.06%), error:       136.83989, best error:       323.24908 on epoch:    96, 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: 63.9430351257s, input_fired_time: 1.2146867514, output_fired_time: 0.0000000000, propagate_forward_time: 60.9496536255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7786941528
   testing[          , genome 12926] predictions:    9909/  10000 (99.09%), best:    9906/10000 (99.06%), error:       285.84036, best error:       323.24908 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:52:41 (1528): called boinc_finish(0)

</stderr_txt>
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