Nameexact_genome_1512568488_43_7018_0
Workunit2606364
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:23:50 UTC
Report deadline20 Dec 2017, 9:49:15 UTC
Received8 Dec 2017, 9:58:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 28 min 54 sec
CPU time3 hours 28 min 54 sec
Validate stateValid
Credit3,108.58
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.59 MB
Peak swap size154.34 MB
Peak disk usage1.36 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
10

epoch time: 113.0503387451s, input_fired_time: 1.4302746058, output_fired_time: 0.9152034521, propagate_forward_time: 43.9674415588, propagate_backward_time: 64.5101089478, weight_update_time: 0.0993109494, other_time: 2.2273025513
epoch time: 9.3093891144s, input_fired_time: 0.1464187652, output_fired_time: 0.0000000000, propagate_forward_time: 8.7716083527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913621902
validation[          , genome  7018] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       898.93695, best error:       898.93695 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 112.9906997681s, input_fired_time: 1.4226018190, output_fired_time: 0.9149459600, propagate_forward_time: 43.9613647461, propagate_backward_time: 64.5140914917, weight_update_time: 0.0981768519, other_time: 2.1776962280
epoch time: 9.3017358780s, input_fired_time: 0.1454340965, output_fired_time: 0.0000000000, propagate_forward_time: 8.7694301605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868713379
validation[          , genome  7018] predictions:    9695/  10000 (96.95%), best:    9735/10000 (97.35%), error:      1004.96570, best error:       898.93695 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.5070419312s, input_fired_time: 1.4614346027, output_fired_time: 0.9340170026, propagate_forward_time: 44.5027923584, propagate_backward_time: 65.2970199585, weight_update_time: 0.1045481786, other_time: 2.3117828369
epoch time: 9.3403654099s, input_fired_time: 0.1578673869, output_fired_time: 0.0000000000, propagate_forward_time: 8.7719020844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105958939
validation[          , genome  7018] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       928.49689, best error:       898.93695 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.0972442627s, input_fired_time: 1.4840328693, output_fired_time: 0.9394116402, propagate_forward_time: 45.1946563721, propagate_backward_time: 66.1025695801, weight_update_time: 0.1062878519, other_time: 2.3765716553
epoch time: 9.3498420715s, input_fired_time: 0.1585192531, output_fired_time: 0.0000000000, propagate_forward_time: 8.7806577682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106655121
validation[          , genome  7018] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       909.41547, best error:       898.93695 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.8521270752s, input_fired_time: 1.4441652298, output_fired_time: 0.9233135581, propagate_forward_time: 44.6298179626, propagate_backward_time: 65.6017456055, weight_update_time: 0.0999142379, other_time: 2.2530822754
epoch time: 9.4559783936s, input_fired_time: 0.1497513652, output_fired_time: 0.0000000000, propagate_forward_time: 8.9063549042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998718262
validation[          , genome  7018] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       882.19678, best error:       882.19678 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 116.1393966675s, input_fired_time: 1.4851881266, output_fired_time: 0.9371568561, propagate_forward_time: 45.0629577637, propagate_backward_time: 66.2769699097, weight_update_time: 0.1070689783, other_time: 2.3771209717
epoch time: 11.2916374207s, input_fired_time: 0.1761216670, output_fired_time: 0.0000000000, propagate_forward_time: 10.6498298645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656858444
validation[          , genome  7018] predictions:    9708/  10000 (97.08%), best:    9720/10000 (97.20%), error:       943.08734, best error:       882.19678 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 115.2646484375s, input_fired_time: 1.4830520153, output_fired_time: 0.9371153116, propagate_forward_time: 44.7297058105, propagate_backward_time: 65.7145996094, weight_update_time: 0.1068787351, other_time: 2.4001693726
epoch time: 9.5259475708s, input_fired_time: 0.1576293409, output_fired_time: 0.0000000000, propagate_forward_time: 8.9524002075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159183502
validation[          , genome  7018] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       857.84363, best error:       857.84363 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 113.3638000488s, input_fired_time: 1.4659639597, output_fired_time: 0.9233510494, propagate_forward_time: 44.0245513916, propagate_backward_time: 64.6131820679, weight_update_time: 0.1055119410, other_time: 2.3367538452
epoch time: 9.3141756058s, input_fired_time: 0.1501344144, output_fired_time: 0.0000000000, propagate_forward_time: 8.7718181610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922233582
validation[          , genome  7018] predictions:    9699/  10000 (96.99%), best:    9731/10000 (97.31%), error:       942.20508, best error:       857.84363 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 116.3133392334s, input_fired_time: 1.4921236038, output_fired_time: 0.9415715933, propagate_forward_time: 45.2567062378, propagate_backward_time: 66.1962966919, weight_update_time: 0.1095537171, other_time: 2.4266357422
epoch time: 9.3348722458s, input_fired_time: 0.1558209360, output_fired_time: 0.0000000000, propagate_forward_time: 8.7689266205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101247787
validation[          , genome  7018] predictions:    9664/  10000 (96.64%), best:    9731/10000 (97.31%), error:      1060.73291, best error:       857.84363 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.8351821899s, input_fired_time: 1.4683256149, output_fired_time: 0.9314333200, propagate_forward_time: 44.6203765869, propagate_backward_time: 65.4210662842, weight_update_time: 0.1082060933, other_time: 2.3939819336
epoch time: 9.3410921097s, input_fired_time: 0.1580132842, output_fired_time: 0.0000000000, propagate_forward_time: 8.7717790604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112997055
validation[          , genome  7018] predictions:    9704/  10000 (97.04%), best:    9731/10000 (97.31%), error:       955.35852, best error:       857.84363 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 113.6217498779s, input_fired_time: 1.4857199192, output_fired_time: 0.9222805500, propagate_forward_time: 44.1090126038, propagate_backward_time: 64.6986999512, weight_update_time: 0.1089236066, other_time: 2.4060363770
epoch time: 9.5491971970s, input_fired_time: 0.1589089334, output_fired_time: 0.0000000000, propagate_forward_time: 8.9681034088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221849442
validation[          , genome  7018] predictions:    9728/  10000 (97.28%), best:    9731/10000 (97.31%), error:       858.72217, best error:       857.84363 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 114.4584655762s, input_fired_time: 1.4955110550, output_fired_time: 0.9287447929, propagate_forward_time: 44.4201087952, propagate_backward_time: 65.2037734985, weight_update_time: 0.1083637774, other_time: 2.4103317261
epoch time: 9.5505523682s, input_fired_time: 0.1631837189, output_fired_time: 0.0000000000, propagate_forward_time: 8.9656171799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217510223
validation[          , genome  7018] predictions:    9700/  10000 (97.00%), best:    9731/10000 (97.31%), error:       965.40881, best error:       857.84363 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 115.1957321167s, input_fired_time: 1.4961082935, output_fired_time: 0.9344080091, propagate_forward_time: 44.7172813416, propagate_backward_time: 65.6210708618, weight_update_time: 0.1086404920, other_time: 2.4268569946
epoch time: 9.3821182251s, input_fired_time: 0.1590000391, output_fired_time: 0.0000000000, propagate_forward_time: 8.8104372025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126806259
validation[          , genome  7018] predictions:    9745/  10000 (97.45%), best:    9731/10000 (97.31%), error:       862.20245, best error:       857.84363 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.6380615234s, input_fired_time: 1.5062595606, output_fired_time: 0.9368026257, propagate_forward_time: 44.9355087280, propagate_backward_time: 65.8435440063, weight_update_time: 0.1089521721, other_time: 2.4159469604
epoch time: 9.3506097794s, input_fired_time: 0.1600411832, output_fired_time: 0.0000000000, propagate_forward_time: 8.7764434814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141254425
validation[          , genome  7018] predictions:    9720/  10000 (97.20%), best:    9731/10000 (97.31%), error:       888.93555, best error:       857.84363 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.2854690552s, input_fired_time: 1.5034835339, output_fired_time: 0.9294520617, propagate_forward_time: 44.3410148621, propagate_backward_time: 65.0573120117, weight_update_time: 0.1085098758, other_time: 2.4542083740
epoch time: 9.5111999512s, input_fired_time: 0.1621175557, output_fired_time: 0.0000000000, propagate_forward_time: 8.9303741455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187078476
validation[          , genome  7018] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       802.75006, best error:       802.75006 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.6408920288s, input_fired_time: 1.4875779152, output_fired_time: 0.9216793776, propagate_forward_time: 44.1300277710, propagate_backward_time: 64.7502593994, weight_update_time: 0.1053973809, other_time: 2.3513488770
epoch time: 9.3561458588s, input_fired_time: 0.1617225111, output_fired_time: 0.0000000000, propagate_forward_time: 8.7834529877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109706879
validation[          , genome  7018] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       966.12140, best error:       802.75006 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 113.4136810303s, input_fired_time: 1.4954739809, output_fired_time: 0.9234614372, propagate_forward_time: 44.0085220337, propagate_backward_time: 64.5878219604, weight_update_time: 0.1070935428, other_time: 2.3983993530
epoch time: 9.5765151978s, input_fired_time: 0.1624344736, output_fired_time: 0.0000000000, propagate_forward_time: 8.9882812500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257993698
validation[          , genome  7018] predictions:    9699/  10000 (96.99%), best:    9764/10000 (97.64%), error:       993.56519, best error:       802.75006 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.6005401611s, input_fired_time: 1.5049105883, output_fired_time: 0.9391134977, propagate_forward_time: 44.8727531433, propagate_backward_time: 65.8445892334, weight_update_time: 0.1094075516, other_time: 2.4391784668
epoch time: 9.3427314758s, input_fired_time: 0.1601970941, output_fired_time: 0.0000000000, propagate_forward_time: 8.7735176086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090166092
validation[          , genome  7018] predictions:    9723/  10000 (97.23%), best:    9764/10000 (97.64%), error:       878.64331, best error:       802.75006 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 114.2769927979s, input_fired_time: 1.4930870533, output_fired_time: 0.9282597303, propagate_forward_time: 44.3919525146, propagate_backward_time: 65.0518951416, weight_update_time: 0.1086387932, other_time: 2.4117965698
epoch time: 9.8080339432s, input_fired_time: 0.1650946289, output_fired_time: 0.0000000000, propagate_forward_time: 9.2177486420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251909256
validation[          , genome  7018] predictions:    9731/  10000 (97.31%), best:    9764/10000 (97.64%), error:       928.28094, best error:       802.75006 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 113.9303131104s, input_fired_time: 1.4793326855, output_fired_time: 0.9281265736, propagate_forward_time: 44.1790924072, propagate_backward_time: 64.9620208740, weight_update_time: 0.1082292944, other_time: 2.3817443848
epoch time: 9.3424606323s, input_fired_time: 0.1591587812, output_fired_time: 0.0000000000, propagate_forward_time: 8.7724447250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108572006
validation[          , genome  7018] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       783.19641, best error:       783.19641 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.8845977783s, input_fired_time: 1.4828276634, output_fired_time: 0.9316613674, propagate_forward_time: 44.6746826172, propagate_backward_time: 65.3770294189, weight_update_time: 0.1083501950, other_time: 2.4183959961
epoch time: 9.3210897446s, input_fired_time: 0.1483939141, output_fired_time: 0.0000000000, propagate_forward_time: 8.7826929092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900032043
validation[          , genome  7018] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       846.42084, best error:       783.19641 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 114.0392990112s, input_fired_time: 1.4645146132, output_fired_time: 0.9232233167, propagate_forward_time: 44.3193626404, propagate_backward_time: 64.9913940430, weight_update_time: 0.1053196266, other_time: 2.3408050537
epoch time: 9.3756971359s, input_fired_time: 0.1595681608, output_fired_time: 0.0000000000, propagate_forward_time: 8.7973394394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187898636
validation[          , genome  7018] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       725.71838, best error:       725.71838 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.9281616211s, input_fired_time: 1.5016694069, output_fired_time: 0.9471004009, propagate_forward_time: 45.4684982300, propagate_backward_time: 66.6022872925, weight_update_time: 0.1065930054, other_time: 2.4086074829
epoch time: 9.3438711166s, input_fired_time: 0.1600628197, output_fired_time: 0.0000000000, propagate_forward_time: 8.7726716995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111366272
validation[          , genome  7018] predictions:    9758/  10000 (97.58%), best:    9792/10000 (97.92%), error:       811.08661, best error:       725.71838 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 114.6368408203s, input_fired_time: 1.5116335154, output_fired_time: 0.9318633080, propagate_forward_time: 44.5264968872, propagate_backward_time: 65.2261886597, weight_update_time: 0.1088945791, other_time: 2.4406585693
epoch time: 9.3431510925s, input_fired_time: 0.1607820988, output_fired_time: 0.0000000000, propagate_forward_time: 8.7719650269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104042053
validation[          , genome  7018] predictions:    9786/  10000 (97.86%), best:    9792/10000 (97.92%), error:       764.08698, best error:       725.71838 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 113.3393402100s, input_fired_time: 1.4914485216, output_fired_time: 0.9268518686, propagate_forward_time: 43.9556045532, propagate_backward_time: 64.5768051147, weight_update_time: 0.1077224016, other_time: 2.3886337280
epoch time: 9.5648412704s, input_fired_time: 0.1626585424, output_fired_time: 0.0000000000, propagate_forward_time: 8.9837207794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184617996
validation[          , genome  7018] predictions:    9790/  10000 (97.90%), best:    9792/10000 (97.92%), error:       777.35864, best error:       725.71838 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 114.9314117432s, input_fired_time: 1.4980943203, output_fired_time: 0.9314605594, propagate_forward_time: 44.6038017273, propagate_backward_time: 65.4869232178, weight_update_time: 0.1086711884, other_time: 2.4111328125
epoch time: 9.3358383179s, input_fired_time: 0.1574552059, output_fired_time: 0.0000000000, propagate_forward_time: 8.7709045410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074783325
validation[          , genome  7018] predictions:    9741/  10000 (97.41%), best:    9792/10000 (97.92%), error:       825.00922, best error:       725.71838 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 113.5829849243s, input_fired_time: 1.4513876438, output_fired_time: 0.9149898887, propagate_forward_time: 44.1694641113, propagate_backward_time: 64.8072967529, weight_update_time: 0.0988738909, other_time: 2.2398452759
epoch time: 9.3411293030s, input_fired_time: 0.1501124203, output_fired_time: 0.0000000000, propagate_forward_time: 8.7960758209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949413300
validation[          , genome  7018] predictions:    9749/  10000 (97.49%), best:    9792/10000 (97.92%), error:       839.28864, best error:       725.71838 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 113.6068878174s, input_fired_time: 1.4533210993, output_fired_time: 0.9144347310, propagate_forward_time: 44.1270751953, propagate_backward_time: 64.8766632080, weight_update_time: 0.0996759385, other_time: 2.2353897095
epoch time: 9.8608121872s, input_fired_time: 0.1601754725, output_fired_time: 0.0000000000, propagate_forward_time: 9.2899332047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107036591
validation[          , genome  7018] predictions:    9717/  10000 (97.17%), best:    9792/10000 (97.92%), error:       949.34869, best error:       725.71838 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.4830856323s, input_fired_time: 1.4631670713, output_fired_time: 0.9169388413, propagate_forward_time: 44.0854339600, propagate_backward_time: 64.7693557739, weight_update_time: 0.0985795557, other_time: 2.2481918335
epoch time: 9.3401966095s, input_fired_time: 0.1509774327, output_fired_time: 0.0000000000, propagate_forward_time: 8.7934112549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958082199
validation[          , genome  7018] predictions:    9764/  10000 (97.64%), best:    9792/10000 (97.92%), error:       768.86377, best error:       725.71838 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 113.3469543457s, input_fired_time: 1.4570579529, output_fired_time: 0.9157717228, propagate_forward_time: 44.0694084167, propagate_backward_time: 64.6712951660, weight_update_time: 0.0985528082, other_time: 2.2334136963
epoch time: 9.3319215775s, input_fired_time: 0.1511040926, output_fired_time: 0.0000000000, propagate_forward_time: 8.7851085663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957090378
validation[          , genome  7018] predictions:    9696/  10000 (96.96%), best:    9792/10000 (97.92%), error:       989.41864, best error:       725.71838 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 113.5271682739s, input_fired_time: 1.4515808821, output_fired_time: 0.9248746634, propagate_forward_time: 44.0651588440, propagate_backward_time: 64.8427963257, weight_update_time: 0.0994661078, other_time: 2.2427597046
epoch time: 9.3358936310s, input_fired_time: 0.1520826221, output_fired_time: 0.0000000000, propagate_forward_time: 8.7893228531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944883347
validation[          , genome  7018] predictions:    9743/  10000 (97.43%), best:    9792/10000 (97.92%), error:       847.94135, best error:       725.71838 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 113.3378677368s, input_fired_time: 1.4480428696, output_fired_time: 0.9119033217, propagate_forward_time: 44.0016441345, propagate_backward_time: 64.7479324341, weight_update_time: 0.0982814431, other_time: 2.2283401489
epoch time: 9.3282146454s, input_fired_time: 0.1508155912, output_fired_time: 0.0000000000, propagate_forward_time: 8.7845954895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928031921
validation[          , genome  7018] predictions:    9734/  10000 (97.34%), best:    9792/10000 (97.92%), error:       890.65222, best error:       725.71838 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 113.4235610962s, input_fired_time: 1.4544068575, output_fired_time: 0.9162279367, propagate_forward_time: 44.0981903076, propagate_backward_time: 64.7226638794, weight_update_time: 0.0984428376, other_time: 2.2320709229
epoch time: 9.3318595886s, input_fired_time: 0.1508768946, output_fired_time: 0.0000000000, propagate_forward_time: 8.7858743668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951082230
validation[          , genome  7018] predictions:    9740/  10000 (97.40%), best:    9792/10000 (97.92%), error:       821.92010, best error:       725.71838 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.2106094360s, input_fired_time: 1.4552654028, output_fired_time: 0.9198309779, propagate_forward_time: 43.9232788086, propagate_backward_time: 64.6730422974, weight_update_time: 0.0987732932, other_time: 2.2391891479
epoch time: 9.3140535355s, input_fired_time: 0.1523247957, output_fired_time: 0.0000000000, propagate_forward_time: 8.7690324783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926963806
validation[          , genome  7018] predictions:    9757/  10000 (97.57%), best:    9792/10000 (97.92%), error:       801.47168, best error:       725.71838 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 113.7891006470s, input_fired_time: 1.4606808424, output_fired_time: 0.9302780032, propagate_forward_time: 44.1580314636, propagate_backward_time: 64.9949645996, weight_update_time: 0.1002752706, other_time: 2.2451477051
epoch time: 9.3281421661s, input_fired_time: 0.1546905786, output_fired_time: 0.0000000000, propagate_forward_time: 8.7796134949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938379288
validation[          , genome  7018] predictions:    9718/  10000 (97.18%), best:    9792/10000 (97.92%), error:       906.94489, best error:       725.71838 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.3461380005s, input_fired_time: 1.4481275082, output_fired_time: 0.9193578959, propagate_forward_time: 44.0214958191, propagate_backward_time: 64.7311553955, weight_update_time: 0.0998313501, other_time: 2.2259979248
epoch time: 9.3070516586s, input_fired_time: 0.1513594687, output_fired_time: 0.0000000000, propagate_forward_time: 8.7636108398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920812607
validation[          , genome  7018] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       760.77863, best error:       725.71838 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 112.9540863037s, input_fired_time: 1.4467539787, output_fired_time: 0.9324321747, propagate_forward_time: 43.8780250549, propagate_backward_time: 64.4852676392, weight_update_time: 0.0991483927, other_time: 2.2116012573
epoch time: 9.3103389740s, input_fired_time: 0.1523054242, output_fired_time: 0.0000000000, propagate_forward_time: 8.7658414841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921918869
validation[          , genome  7018] predictions:    9763/  10000 (97.63%), best:    9792/10000 (97.92%), error:       767.29047, best error:       725.71838 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 112.8522262573s, input_fired_time: 1.4506962299, output_fired_time: 0.9104987383, propagate_forward_time: 43.8509063721, propagate_backward_time: 64.4286956787, weight_update_time: 0.0992541239, other_time: 2.2114257812
epoch time: 9.4048776627s, input_fired_time: 0.1526497155, output_fired_time: 0.0000000000, propagate_forward_time: 8.8550615311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971662521
validation[          , genome  7018] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       799.81329, best error:       725.71838 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 113.5080718994s, input_fired_time: 1.4551854134, output_fired_time: 0.9305731654, propagate_forward_time: 44.0467681885, propagate_backward_time: 64.8505477905, weight_update_time: 0.0994849652, other_time: 2.2249984741
epoch time: 9.3043327332s, input_fired_time: 0.1507192701, output_fired_time: 0.0000000000, propagate_forward_time: 8.7634992599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901138306
validation[          , genome  7018] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       706.12323, best error:       706.12323 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.3607940674s, input_fired_time: 1.4598079920, output_fired_time: 0.9331734180, propagate_forward_time: 44.0415382385, propagate_backward_time: 64.6863098145, weight_update_time: 0.0998293608, other_time: 2.2399597168
epoch time: 9.3604316711s, input_fired_time: 0.1541766524, output_fired_time: 0.0000000000, propagate_forward_time: 8.8122863770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939685822
validation[          , genome  7018] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       762.13654, best error:       706.12323 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.1060867310s, input_fired_time: 1.4698101282, output_fired_time: 0.9361518621, propagate_forward_time: 44.7237892151, propagate_backward_time: 65.7255859375, weight_update_time: 0.1007103473, other_time: 2.2507476807
epoch time: 9.3350954056s, input_fired_time: 0.1538728476, output_fired_time: 0.0000000000, propagate_forward_time: 8.7883663177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928565979
validation[          , genome  7018] predictions:    9747/  10000 (97.47%), best:    9798/10000 (97.98%), error:       857.48248, best error:       706.12323 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 114.2997589111s, input_fired_time: 1.4688308239, output_fired_time: 0.9345095754, propagate_forward_time: 44.3869476318, propagate_backward_time: 65.2691268921, weight_update_time: 0.0997082293, other_time: 2.2403411865
epoch time: 9.3259210587s, input_fired_time: 0.1549615860, output_fired_time: 0.0000000000, propagate_forward_time: 8.7769565582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940029144
validation[          , genome  7018] predictions:    9727/  10000 (97.27%), best:    9798/10000 (97.98%), error:       892.49231, best error:       706.12323 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 113.3317871094s, input_fired_time: 1.4600353241, output_fired_time: 0.9227963090, propagate_forward_time: 44.0644874573, propagate_backward_time: 64.6707077026, weight_update_time: 0.0996100157, other_time: 2.2137527466
epoch time: 9.3049755096s, input_fired_time: 0.1526057720, output_fired_time: 0.0000000000, propagate_forward_time: 8.7631750107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891944885
validation[          , genome  7018] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       839.33466, best error:       706.12323 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 113.5720672607s, input_fired_time: 1.4619928598, output_fired_time: 0.9226149917, propagate_forward_time: 44.2027473450, propagate_backward_time: 64.7743148804, weight_update_time: 0.0996585786, other_time: 2.2103958130
epoch time: 9.3882026672s, input_fired_time: 0.1535637826, output_fired_time: 0.0000000000, propagate_forward_time: 8.8391141891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955249786
validation[          , genome  7018] predictions:    9764/  10000 (97.64%), best:    9798/10000 (97.98%), error:       753.06781, best error:       706.12323 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 115.6618804932s, input_fired_time: 1.4796524048, output_fired_time: 0.9396109581, propagate_forward_time: 45.0639266968, propagate_backward_time: 65.9261627197, weight_update_time: 0.1005150378, other_time: 2.2525253296
epoch time: 9.6272802353s, input_fired_time: 0.1574124396, output_fired_time: 0.0000000000, propagate_forward_time: 9.0711374283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987302780
validation[          , genome  7018] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       772.81085, best error:       706.12323 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.1938400269s, input_fired_time: 1.4699121714, output_fired_time: 0.9322929978, propagate_forward_time: 44.3889579773, propagate_backward_time: 65.1687545776, weight_update_time: 0.0998430252, other_time: 2.2339248657
epoch time: 9.6519422531s, input_fired_time: 0.1579616219, output_fired_time: 0.0000000000, propagate_forward_time: 9.0938234329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001569748
validation[          , genome  7018] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       727.35992, best error:       706.12323 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.4887313843s, input_fired_time: 1.4722765684, output_fired_time: 0.9368345141, propagate_forward_time: 44.5146827698, propagate_backward_time: 65.3298339844, weight_update_time: 0.1006580740, other_time: 2.2351074219
epoch time: 9.6534996033s, input_fired_time: 0.1561110020, output_fired_time: 0.0000000000, propagate_forward_time: 9.0979337692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994550705
validation[          , genome  7018] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       711.36761, best error:       706.12323 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.6975631714s, input_fired_time: 1.4671025276, output_fired_time: 0.9369383454, propagate_forward_time: 44.5516624451, propagate_backward_time: 65.5117034912, weight_update_time: 0.1004861668, other_time: 2.2301635742
epoch time: 9.4255533218s, input_fired_time: 0.1554547697, output_fired_time: 0.0000000000, propagate_forward_time: 8.8775939941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925046921
validation[          , genome  7018] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       790.53107, best error:       706.12323 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.8004455566s, input_fired_time: 1.4667536020, output_fired_time: 0.9302980304, propagate_forward_time: 44.2285156250, propagate_backward_time: 64.9651260376, weight_update_time: 0.0997264609, other_time: 2.2097549438
epoch time: 9.3074121475s, input_fired_time: 0.1542358994, output_fired_time: 0.0000000000, propagate_forward_time: 8.7638864517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892898560
validation[          , genome  7018] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       757.33081, best error:       706.12323 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.8060073853s, input_fired_time: 1.4757930040, output_fired_time: 0.9397065639, propagate_forward_time: 44.7785644531, propagate_backward_time: 65.3841552734, weight_update_time: 0.1004222929, other_time: 2.2277908325
epoch time: 9.5214080811s, input_fired_time: 0.1548992097, output_fired_time: 0.0000000000, propagate_forward_time: 8.9684104919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980979919
validation[          , genome  7018] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       824.91052, best error:       706.12323 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.8685455322s, input_fired_time: 1.4807658195, output_fired_time: 0.9375597835, propagate_forward_time: 45.1943817139, propagate_backward_time: 66.0035858154, weight_update_time: 0.1013048515, other_time: 2.2522506714
epoch time: 9.5136489868s, input_fired_time: 0.1562605202, output_fired_time: 0.0000000000, propagate_forward_time: 8.9613857269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960027695
validation[          , genome  7018] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       829.26501, best error:       706.12323 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.9276657104s, input_fired_time: 1.4713879824, output_fired_time: 0.9392358065, propagate_forward_time: 44.6883926392, propagate_backward_time: 65.6068801880, weight_update_time: 0.1002485976, other_time: 2.2217636108
epoch time: 9.3678379059s, input_fired_time: 0.1537041217, output_fired_time: 0.0000000000, propagate_forward_time: 8.8230218887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911123276
validation[          , genome  7018] predictions:    9754/  10000 (97.54%), best:    9798/10000 (97.98%), error:       797.96930, best error:       706.12323 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.5502166748s, input_fired_time: 1.4692304134, output_fired_time: 0.9388090372, propagate_forward_time: 44.4412612915, propagate_backward_time: 65.4676361084, weight_update_time: 0.1003964692, other_time: 2.2332763672
epoch time: 9.5018529892s, input_fired_time: 0.1560409367, output_fired_time: 0.0000000000, propagate_forward_time: 8.9474201202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983917236
validation[          , genome  7018] predictions:    9797/  10000 (97.97%), best:    9798/10000 (97.98%), error:       752.36005, best error:       706.12323 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.3899536133s, input_fired_time: 1.4654178619, output_fired_time: 0.9143009186, propagate_forward_time: 44.0613250732, propagate_backward_time: 64.7381973267, weight_update_time: 0.0994662568, other_time: 2.2107162476
epoch time: 9.3076648712s, input_fired_time: 0.1535565108, output_fired_time: 0.0000000000, propagate_forward_time: 8.7650661469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890419006
validation[          , genome  7018] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       796.60156, best error:       706.12323 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.4451751709s, input_fired_time: 1.4763751030, output_fired_time: 0.9246138930, propagate_forward_time: 44.5484428406, propagate_backward_time: 65.2680130005, weight_update_time: 0.0999094099, other_time: 2.2277297974
epoch time: 9.5024309158s, input_fired_time: 0.1565975845, output_fired_time: 0.0000000000, propagate_forward_time: 8.9478597641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979740143
validation[          , genome  7018] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       762.07135, best error:       706.12323 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.1352996826s, input_fired_time: 1.4813719988, output_fired_time: 0.9238632917, propagate_forward_time: 44.3811187744, propagate_backward_time: 65.1134033203, weight_update_time: 0.0997348651, other_time: 2.2355422974
epoch time: 9.3466386795s, input_fired_time: 0.1559170932, output_fired_time: 0.0000000000, propagate_forward_time: 8.7992105484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915109634
validation[          , genome  7018] predictions:    9724/  10000 (97.24%), best:    9798/10000 (97.98%), error:       858.61017, best error:       706.12323 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 113.8337631226s, input_fired_time: 1.4727230072, output_fired_time: 0.9196227789, propagate_forward_time: 44.2215309143, propagate_backward_time: 64.9959869385, weight_update_time: 0.0993787348, other_time: 2.2238922119
epoch time: 9.3675041199s, input_fired_time: 0.1655753404, output_fired_time: 0.0000000000, propagate_forward_time: 8.7880887985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138402939
validation[          , genome  7018] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       704.94189, best error:       704.94189 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 113.8400421143s, input_fired_time: 1.5306497812, output_fired_time: 0.9269026518, propagate_forward_time: 44.1224174500, propagate_backward_time: 64.8236160278, weight_update_time: 0.1096224189, other_time: 2.4364547729
epoch time: 9.4138698578s, input_fired_time: 0.1685628295, output_fired_time: 0.0000000000, propagate_forward_time: 8.8282747269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170322418
validation[          , genome  7018] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       741.60950, best error:       704.94189 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 113.8019332886s, input_fired_time: 1.5363638401, output_fired_time: 0.9290841818, propagate_forward_time: 44.0890274048, propagate_backward_time: 64.7933425903, weight_update_time: 0.1094092503, other_time: 2.4541168213
epoch time: 9.4259700775s, input_fired_time: 0.1692311317, output_fired_time: 0.0000000000, propagate_forward_time: 8.8270015717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297370911
validation[          , genome  7018] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       774.49622, best error:       704.94189 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 113.6414947510s, input_fired_time: 1.5373699665, output_fired_time: 0.9266651273, propagate_forward_time: 44.0720481873, propagate_backward_time: 64.6756057739, weight_update_time: 0.1093959063, other_time: 2.4298019409
epoch time: 9.3872261047s, input_fired_time: 0.1686357260, output_fired_time: 0.0000000000, propagate_forward_time: 8.7933588028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252319336
validation[          , genome  7018] predictions:    9744/  10000 (97.44%), best:    9797/10000 (97.97%), error:       849.41931, best error:       704.94189 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 113.5199584961s, input_fired_time: 1.5301249027, output_fired_time: 0.9297692180, propagate_forward_time: 43.9506797791, propagate_backward_time: 64.6409225464, weight_update_time: 0.1095908135, other_time: 2.4684524536
epoch time: 9.3694772720s, input_fired_time: 0.1697356254, output_fired_time: 0.0000000000, propagate_forward_time: 8.7799816132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197597504
validation[          , genome  7018] predictions:    9757/  10000 (97.57%), best:    9797/10000 (97.97%), error:       793.33740, best error:       704.94189 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 113.2675552368s, input_fired_time: 1.5184483528, output_fired_time: 0.9244311452, propagate_forward_time: 43.9042701721, propagate_backward_time: 64.4994888306, weight_update_time: 0.1088007763, other_time: 2.4209213257
epoch time: 9.3527145386s, input_fired_time: 0.1652605087, output_fired_time: 0.0000000000, propagate_forward_time: 8.7747678757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126863480
validation[          , genome  7018] predictions:    9780/  10000 (97.80%), best:    9797/10000 (97.97%), error:       737.49518, best error:       704.94189 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 113.2014846802s, input_fired_time: 1.5142123699, output_fired_time: 0.9232574105, propagate_forward_time: 43.8916473389, propagate_backward_time: 64.4644699097, weight_update_time: 0.1085605249, other_time: 2.4078979492
epoch time: 9.3501548767s, input_fired_time: 0.1652468890, output_fired_time: 0.0000000000, propagate_forward_time: 8.7716302872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132776260
validation[          , genome  7018] predictions:    9742/  10000 (97.42%), best:    9797/10000 (97.97%), error:       830.74957, best error:       704.94189 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 113.1863708496s, input_fired_time: 1.5077818632, output_fired_time: 0.9221175313, propagate_forward_time: 43.9006958008, propagate_backward_time: 64.4625930786, weight_update_time: 0.1081328467, other_time: 2.3931808472
epoch time: 9.3479852676s, input_fired_time: 0.1640915573, output_fired_time: 0.0000000000, propagate_forward_time: 8.7703857422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135084152
validation[          , genome  7018] predictions:    9775/  10000 (97.75%), best:    9797/10000 (97.97%), error:       750.36658, best error:       704.94189 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 113.3659667969s, input_fired_time: 1.4984862804, output_fired_time: 0.9242137074, propagate_forward_time: 43.9615936279, propagate_backward_time: 64.5799179077, weight_update_time: 0.1083710194, other_time: 2.4017486572
epoch time: 9.6864356995s, input_fired_time: 0.1663824022, output_fired_time: 0.0000000000, propagate_forward_time: 9.0970144272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230384827
validation[          , genome  7018] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       814.18530, best error:       704.94189 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 113.4211807251s, input_fired_time: 1.5033307076, output_fired_time: 0.9245192409, propagate_forward_time: 44.0133285522, propagate_backward_time: 64.5696105957, weight_update_time: 0.1080670282, other_time: 2.4103851318
epoch time: 9.3470611572s, input_fired_time: 0.1652489454, output_fired_time: 0.0000000000, propagate_forward_time: 8.7694005966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124116898
validation[          , genome  7018] predictions:    9775/  10000 (97.75%), best:    9797/10000 (97.97%), error:       726.56964, best error:       704.94189 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 113.8682708740s, input_fired_time: 1.5225151777, output_fired_time: 0.9279279113, propagate_forward_time: 44.1645393372, propagate_backward_time: 64.8293685913, weight_update_time: 0.1086964384, other_time: 2.4239273071
epoch time: 9.3532991409s, input_fired_time: 0.1663324386, output_fired_time: 0.0000000000, propagate_forward_time: 8.7694721222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174947739
validation[          , genome  7018] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       837.97845, best error:       704.94189 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.1377487183s, input_fired_time: 1.5303758383, output_fired_time: 0.9295391440, propagate_forward_time: 44.2590637207, propagate_backward_time: 64.9811019897, weight_update_time: 0.1092531383, other_time: 2.4376678467
epoch time: 9.3934459686s, input_fired_time: 0.1678773314, output_fired_time: 0.0000000000, propagate_forward_time: 8.8051099777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204587936
validation[          , genome  7018] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       700.61816, best error:       700.61816 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 113.6067581177s, input_fired_time: 1.5341621637, output_fired_time: 0.9253237247, propagate_forward_time: 44.0604057312, propagate_backward_time: 64.6750564575, weight_update_time: 0.1090540290, other_time: 2.4118118286
epoch time: 9.4037981033s, input_fired_time: 0.1722115129, output_fired_time: 0.0000000000, propagate_forward_time: 8.8158750534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157114029
validation[          , genome  7018] predictions:    9729/  10000 (97.29%), best:    9791/10000 (97.91%), error:       925.93134, best error:       700.61816 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 112.9519271851s, input_fired_time: 1.4866238832, output_fired_time: 0.9118775129, propagate_forward_time: 43.8733901978, propagate_backward_time: 64.4351119995, weight_update_time: 0.0998944342, other_time: 2.2449188232
epoch time: 11.0825252533s, input_fired_time: 0.1828944981, output_fired_time: 0.0000000000, propagate_forward_time: 10.4379701614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616603851
validation[          , genome  7018] predictions:    9802/  10000 (98.02%), best:    9791/10000 (97.91%), error:       702.36438, best error:       700.61816 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 113.6649246216s, input_fired_time: 1.5438731909, output_fired_time: 0.9273998141, propagate_forward_time: 44.0742034912, propagate_backward_time: 64.6743621826, weight_update_time: 0.1087028906, other_time: 2.4450836182
epoch time: 9.3610935211s, input_fired_time: 0.1701261997, output_fired_time: 0.0000000000, propagate_forward_time: 8.7746143341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163532257
validation[          , genome  7018] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       795.63379, best error:       700.61816 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.1487731934s, input_fired_time: 1.5566511154, output_fired_time: 0.9380583167, propagate_forward_time: 44.6816329956, propagate_backward_time: 65.5273666382, weight_update_time: 0.1090520769, other_time: 2.4450683594
epoch time: 9.6144437790s, input_fired_time: 0.1664606184, output_fired_time: 0.0000000000, propagate_forward_time: 9.0342197418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137630463
validation[          , genome  7018] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       718.40387, best error:       700.61816 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 113.4878768921s, input_fired_time: 1.5105637312, output_fired_time: 0.9245061278, propagate_forward_time: 44.0076103210, propagate_backward_time: 64.7169418335, weight_update_time: 0.1045564339, other_time: 2.3282546997
epoch time: 9.3142213821s, input_fired_time: 0.1556860656, output_fired_time: 0.0000000000, propagate_forward_time: 8.7632513046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952836990
validation[          , genome  7018] predictions:    9715/  10000 (97.15%), best:    9791/10000 (97.91%), error:       916.37775, best error:       700.61816 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 112.8652038574s, input_fired_time: 1.4739334583, output_fired_time: 0.9126415849, propagate_forward_time: 43.8674125671, propagate_backward_time: 64.3778610229, weight_update_time: 0.0990549698, other_time: 2.2333602905
epoch time: 9.3166847229s, input_fired_time: 0.1571874470, output_fired_time: 0.0000000000, propagate_forward_time: 8.7638130188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956842422
validation[          , genome  7018] predictions:    9789/  10000 (97.89%), best:    9791/10000 (97.91%), error:       713.76300, best error:       700.61816 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 112.8860702515s, input_fired_time: 1.4805400372, output_fired_time: 0.9135187864, propagate_forward_time: 43.8847007751, propagate_backward_time: 64.3727645874, weight_update_time: 0.0991135612, other_time: 2.2345504761
epoch time: 9.3257455826s, input_fired_time: 0.1604993790, output_fired_time: 0.0000000000, propagate_forward_time: 8.7691869736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960590363
validation[          , genome  7018] predictions:    9782/  10000 (97.82%), best:    9791/10000 (97.91%), error:       702.84802, best error:       700.61816 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 113.2451095581s, input_fired_time: 1.4966446161, output_fired_time: 0.9243701696, propagate_forward_time: 43.9816513062, propagate_backward_time: 64.5885391235, weight_update_time: 0.0994351506, other_time: 2.2539062500
epoch time: 9.3235750198s, input_fired_time: 0.1610521227, output_fired_time: 0.0000000000, propagate_forward_time: 8.7642011642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983221054
validation[          , genome  7018] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       754.48431, best error:       700.61816 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 113.2340698242s, input_fired_time: 1.4889353514, output_fired_time: 0.9200863242, propagate_forward_time: 43.9669494629, propagate_backward_time: 64.5902404785, weight_update_time: 0.0993923247, other_time: 2.2678527832
epoch time: 9.3238353729s, input_fired_time: 0.1587878615, output_fired_time: 0.0000000000, propagate_forward_time: 8.7681503296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968973160
validation[          , genome  7018] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       799.98688, best error:       700.61816 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 116.0224227905s, input_fired_time: 1.5222886801, output_fired_time: 0.9406462312, propagate_forward_time: 45.1950416565, propagate_backward_time: 66.0436172485, weight_update_time: 0.1019420251, other_time: 2.3208389282
epoch time: 9.3549337387s, input_fired_time: 0.1603131443, output_fired_time: 0.0000000000, propagate_forward_time: 8.7952594757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993606567
validation[          , genome  7018] predictions:    9737/  10000 (97.37%), best:    9791/10000 (97.91%), error:       883.71545, best error:       700.61816 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.7418365479s, input_fired_time: 1.4947367907, output_fired_time: 0.9298968911, propagate_forward_time: 44.1572418213, propagate_backward_time: 64.9033508301, weight_update_time: 0.0994468704, other_time: 2.2566146851
epoch time: 9.4906473160s, input_fired_time: 0.1619767696, output_fired_time: 0.0000000000, propagate_forward_time: 8.9251956940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034748077
validation[          , genome  7018] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       841.63721, best error:       700.61816 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 113.5738220215s, input_fired_time: 1.4916204214, output_fired_time: 0.9289157391, propagate_forward_time: 44.0771217346, propagate_backward_time: 64.8191833496, weight_update_time: 0.0996964127, other_time: 2.2569732666
epoch time: 9.4493808746s, input_fired_time: 0.1618603319, output_fired_time: 0.0000000000, propagate_forward_time: 8.8872880936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002323151
validation[          , genome  7018] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       781.74805, best error:       700.61816 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 114.3433151245s, input_fired_time: 1.4953693151, output_fired_time: 0.9358896017, propagate_forward_time: 44.3640251160, propagate_backward_time: 65.2830657959, weight_update_time: 0.0999783278, other_time: 2.2649688721
epoch time: 9.4455337524s, input_fired_time: 0.1618806422, output_fired_time: 0.0000000000, propagate_forward_time: 8.8790397644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046134949
validation[          , genome  7018] predictions:    9768/  10000 (97.68%), best:    9791/10000 (97.91%), error:       748.42194, best error:       700.61816 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.2055740356s, input_fired_time: 1.4948269129, output_fired_time: 0.9441567659, propagate_forward_time: 44.8001518250, propagate_backward_time: 65.6827392578, weight_update_time: 0.1004522517, other_time: 2.2836914062
epoch time: 9.7945623398s, input_fired_time: 0.1620751470, output_fired_time: 0.0000000000, propagate_forward_time: 9.2218408585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106464386
validation[          , genome  7018] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       878.07111, best error:       700.61816 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.2932205200s, input_fired_time: 1.4868282080, output_fired_time: 0.9381445646, propagate_forward_time: 44.8057975769, propagate_backward_time: 65.8109054565, weight_update_time: 0.1008773223, other_time: 2.2515487671
epoch time: 9.4103727341s, input_fired_time: 0.1579585671, output_fired_time: 0.0000000000, propagate_forward_time: 8.8575601578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948535919
validation[          , genome  7018] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       679.46484, best error:       679.46484 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 113.7652969360s, input_fired_time: 1.4666190147, output_fired_time: 0.9320572019, propagate_forward_time: 44.2121276855, propagate_backward_time: 64.9408569336, weight_update_time: 0.0996560603, other_time: 2.2136306763
epoch time: 9.4322900772s, input_fired_time: 0.1567454934, output_fired_time: 0.0000000000, propagate_forward_time: 8.8837347031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918094635
validation[          , genome  7018] predictions:    9754/  10000 (97.54%), best:    9803/10000 (98.03%), error:       792.50104, best error:       679.46484 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 115.3473815918s, input_fired_time: 1.4975736141, output_fired_time: 0.9380545616, propagate_forward_time: 44.6619911194, propagate_backward_time: 65.9875106812, weight_update_time: 0.1010012925, other_time: 2.2622451782
epoch time: 9.5460538864s, input_fired_time: 0.1649013609, output_fired_time: 0.0000000000, propagate_forward_time: 8.9719095230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092426300
validation[          , genome  7018] predictions:    9751/  10000 (97.51%), best:    9803/10000 (98.03%), error:       791.29053, best error:       679.46484 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.4080963135s, input_fired_time: 1.5121958256, output_fired_time: 0.9284502268, propagate_forward_time: 44.3377418518, propagate_backward_time: 65.3342666626, weight_update_time: 0.1020316407, other_time: 2.2954330444
epoch time: 9.8937225342s, input_fired_time: 0.1678534597, output_fired_time: 0.0000000000, propagate_forward_time: 9.3083314896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175376892
validation[          , genome  7018] predictions:    9774/  10000 (97.74%), best:    9803/10000 (98.03%), error:       810.57471, best error:       679.46484 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 113.7844009399s, input_fired_time: 1.4926362038, output_fired_time: 0.9195372462, propagate_forward_time: 44.2367897034, propagate_backward_time: 64.8901519775, weight_update_time: 0.0995116383, other_time: 2.2452850342
epoch time: 9.8376798630s, input_fired_time: 0.1648924798, output_fired_time: 0.0000000000, propagate_forward_time: 9.2646617889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081258774
validation[          , genome  7018] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       716.62616, best error:       679.46484 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: 48.8523368835s, input_fired_time: 0.8223059773, output_fired_time: 0.0000000000, propagate_forward_time: 45.9586334229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0713958740
best training[          , genome  7018] predictions:   49845/  50000 (99.69%), best:    9803/10000 (98.03%), error:       864.21808, best error:       679.46484 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: 9.8708620071s, input_fired_time: 0.1622460634, output_fired_time: 0.0000000000, propagate_forward_time: 9.2963638306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122524261
   testing[          , genome  7018] predictions:    9807/  10000 (98.07%), best:    9803/10000 (98.03%), error:       663.36877, best error:       679.46484 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:58:02 (5333): called boinc_finish(0)

</stderr_txt>
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