Nameexact_genome_1508499903_25_14134_0
Workunit2260996
Created23 Oct 2017, 17:30:37 UTC
Sent23 Oct 2017, 17:39:04 UTC
Report deadline7 Dec 2017, 5:02:17 UTC
Received25 Oct 2017, 1:12:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time17 hours 49 min 38 sec
CPU time15 hours 12 min 13 sec
Validate stateValid
Credit11,118.62
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.24 MB
Peak swap size175.20 MB
Peak disk usage5.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
374

epoch time: 544.6112670898s, input_fired_time: 9.1273651123, output_fired_time: 7.1429429054, propagate_forward_time: 190.3391418457, propagate_backward_time: 328.9833068848, weight_update_time: 0.7442451715, other_time: 9.0184936523
epoch time: 40.7802886963s, input_fired_time: 1.3942189217, output_fired_time: 0.0000000000, propagate_forward_time: 37.6829757690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7030944824
validation[          , genome 14134] predictions:    9826/  10000 (98.26%), best:    9845/10000 (98.45%), error:       521.23438, best error:       514.98785 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 544.3407592773s, input_fired_time: 9.3062829971, output_fired_time: 7.7471499443, propagate_forward_time: 190.3250579834, propagate_backward_time: 327.7676086426, weight_update_time: 0.7425608039, other_time: 9.1946716309
epoch time: 40.7172431946s, input_fired_time: 0.7886348367, output_fired_time: 0.0000000000, propagate_forward_time: 38.6349067688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2937011719
validation[          , genome 14134] predictions:    9815/  10000 (98.15%), best:    9845/10000 (98.45%), error:       559.30280, best error:       514.98785 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 543.5345458984s, input_fired_time: 9.5198307037, output_fired_time: 6.1150226593, propagate_forward_time: 189.1226654053, propagate_backward_time: 329.4042663574, weight_update_time: 0.5405357480, other_time: 9.3727111816
epoch time: 40.8449440002s, input_fired_time: 0.7865579724, output_fired_time: 0.0000000000, propagate_forward_time: 38.7345085144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3238792419
validation[          , genome 14134] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       496.94962, best error:       496.94962 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 548.0540161133s, input_fired_time: 8.9634914398, output_fired_time: 7.5766410828, propagate_forward_time: 192.6572113037, propagate_backward_time: 329.8832092285, weight_update_time: 0.7481572032, other_time: 8.9734191895
epoch time: 41.1645355225s, input_fired_time: 1.1958508492, output_fired_time: 0.0000000000, propagate_forward_time: 38.0248451233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9438400269
validation[          , genome 14134] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       483.59442, best error:       483.59442 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 620.0815429688s, input_fired_time: 8.3908863068, output_fired_time: 6.8938217163, propagate_forward_time: 220.1819458008, propagate_backward_time: 375.1643676758, weight_update_time: 0.7937377691, other_time: 9.4505615234
epoch time: 52.8101654053s, input_fired_time: 0.9244003296, output_fired_time: 0.0000000000, propagate_forward_time: 50.4618034363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4239616394
validation[          , genome 14134] predictions:    9833/  10000 (98.33%), best:    9848/10000 (98.48%), error:       529.11426, best error:       483.59442 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 646.7141723633s, input_fired_time: 9.7638893127, output_fired_time: 8.3791303635, propagate_forward_time: 230.6191558838, propagate_backward_time: 388.4318847656, weight_update_time: 0.6048317552, other_time: 9.5200805664
epoch time: 42.0583457947s, input_fired_time: 0.8039969802, output_fired_time: 0.0000000000, propagate_forward_time: 39.9325561523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3217926025
validation[          , genome 14134] predictions:    9861/  10000 (98.61%), best:    9848/10000 (98.48%), error:       494.77911, best error:       483.59442 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 589.5617675781s, input_fired_time: 9.2170677185, output_fired_time: 8.1987018585, propagate_forward_time: 212.3015747070, propagate_backward_time: 349.9043579102, weight_update_time: 0.9761245847, other_time: 9.9400634766
epoch time: 47.4253540039s, input_fired_time: 0.8607420325, output_fired_time: 0.0000000000, propagate_forward_time: 44.5823745728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9822387695
validation[          , genome 14134] predictions:    9850/  10000 (98.50%), best:    9848/10000 (98.48%), error:       486.78259, best error:       483.59442 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 653.2863769531s, input_fired_time: 10.4301738739, output_fired_time: 7.6279120445, propagate_forward_time: 235.0488433838, propagate_backward_time: 389.7810668945, weight_update_time: 0.6088724136, other_time: 10.3983764648
epoch time: 51.0971641541s, input_fired_time: 1.3135116100, output_fired_time: 0.0000000000, propagate_forward_time: 48.1716117859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6120414734
validation[          , genome 14134] predictions:    9810/  10000 (98.10%), best:    9848/10000 (98.48%), error:       638.78235, best error:       483.59442 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 772.8681030273s, input_fired_time: 10.5712404251, output_fired_time: 9.6015682220, propagate_forward_time: 280.4495239258, propagate_backward_time: 462.1262207031, weight_update_time: 0.8828026056, other_time: 10.1195678711
epoch time: 67.3595046997s, input_fired_time: 1.1030256748, output_fired_time: 0.0000000000, propagate_forward_time: 64.3290710449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9274063110
validation[          , genome 14134] predictions:    9845/  10000 (98.45%), best:    9848/10000 (98.48%), error:       493.42712, best error:       483.59442 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 767.5875854492s, input_fired_time: 11.7843742371, output_fired_time: 9.7686061859, propagate_forward_time: 282.8647155762, propagate_backward_time: 451.6468811035, weight_update_time: 1.0843824148, other_time: 11.5230102539
epoch time: 62.0938949585s, input_fired_time: 1.0390298367, output_fired_time: 0.0000000000, propagate_forward_time: 58.9434127808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1114540100
validation[          , genome 14134] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       453.28229, best error:       453.28229 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 777.3795166016s, input_fired_time: 11.6297483444, output_fired_time: 8.6417407990, propagate_forward_time: 286.2634887695, propagate_backward_time: 460.3231811523, weight_update_time: 0.6828050613, other_time: 10.5213623047
epoch time: 56.4959754944s, input_fired_time: 1.3798707724, output_fired_time: 0.0000000000, propagate_forward_time: 53.4533500671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6627540588
validation[          , genome 14134] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       491.05524, best error:       453.28229 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 586.9190063477s, input_fired_time: 9.8216304779, output_fired_time: 7.5678772926, propagate_forward_time: 206.2799377441, propagate_backward_time: 353.3147583008, weight_update_time: 0.7713293433, other_time: 9.9347839355
epoch time: 41.5300407410s, input_fired_time: 0.7976024151, output_fired_time: 0.0000000000, propagate_forward_time: 39.0073852539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7250518799
validation[          , genome 14134] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       487.06320, best error:       453.28229 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 544.5913696289s, input_fired_time: 7.3195128441, output_fired_time: 7.7514786720, propagate_forward_time: 191.6568450928, propagate_backward_time: 328.6625366211, weight_update_time: 0.5422787070, other_time: 9.2009887695
epoch time: 40.7881431580s, input_fired_time: 0.7882680893, output_fired_time: 0.0000000000, propagate_forward_time: 38.2839279175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7159461975
validation[          , genome 14134] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       460.53342, best error:       453.28229 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 543.9225463867s, input_fired_time: 9.7358379364, output_fired_time: 6.7264528275, propagate_forward_time: 190.4180908203, propagate_backward_time: 328.6701660156, weight_update_time: 0.5390949845, other_time: 8.3720092773
epoch time: 40.6003990173s, input_fired_time: 0.9910174608, output_fired_time: 0.0000000000, propagate_forward_time: 38.3416557312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2677268982
validation[          , genome 14134] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       470.01492, best error:       453.28229 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 543.5285034180s, input_fired_time: 8.7107143402, output_fired_time: 6.7230091095, propagate_forward_time: 190.9639587402, propagate_backward_time: 328.1658630371, weight_update_time: 0.9444451332, other_time: 8.9649658203
epoch time: 40.7395515442s, input_fired_time: 0.9938170314, output_fired_time: 0.0000000000, propagate_forward_time: 37.6516952515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0940399170
validation[          , genome 14134] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       423.93472, best error:       423.93472 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 542.9401855469s, input_fired_time: 8.3133811951, output_fired_time: 7.7327437401, propagate_forward_time: 191.0483856201, propagate_backward_time: 326.6890563965, weight_update_time: 0.7414333224, other_time: 9.1566467285
epoch time: 40.9161338806s, input_fired_time: 0.7888318896, output_fired_time: 0.0000000000, propagate_forward_time: 38.6483726501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4789276123
validation[          , genome 14134] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       419.75632, best error:       419.75632 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 543.7326660156s, input_fired_time: 9.1313123703, output_fired_time: 7.1317100525, propagate_forward_time: 191.2258453369, propagate_backward_time: 328.0854797363, weight_update_time: 0.7412759662, other_time: 8.1583557129
epoch time: 40.6831893921s, input_fired_time: 0.7954354882, output_fired_time: 0.0000000000, propagate_forward_time: 38.6162986755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2714538574
validation[          , genome 14134] predictions:    9801/  10000 (98.01%), best:    9871/10000 (98.71%), error:       613.76282, best error:       419.75632 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 543.8890991211s, input_fired_time: 8.5316324234, output_fired_time: 6.5255975723, propagate_forward_time: 191.0774993896, propagate_backward_time: 328.3681335449, weight_update_time: 0.7416028976, other_time: 9.3862609863
epoch time: 40.7406005859s, input_fired_time: 1.4031445980, output_fired_time: 0.0000000000, propagate_forward_time: 38.0614013672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2760543823
validation[          , genome 14134] predictions:    9851/  10000 (98.51%), best:    9871/10000 (98.71%), error:       463.96158, best error:       419.75632 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 543.3829345703s, input_fired_time: 9.1266450882, output_fired_time: 7.3287038803, propagate_forward_time: 190.2634887695, propagate_backward_time: 327.5202026367, weight_update_time: 0.5368313193, other_time: 9.1439208984
epoch time: 40.6047172546s, input_fired_time: 1.2001792192, output_fired_time: 0.0000000000, propagate_forward_time: 38.1419105530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2626266479
validation[          , genome 14134] predictions:    9865/  10000 (98.65%), best:    9871/10000 (98.71%), error:       424.28595, best error:       419.75632 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 543.6001586914s, input_fired_time: 9.1285438538, output_fired_time: 6.9255414009, propagate_forward_time: 190.7814178467, propagate_backward_time: 326.9964904785, weight_update_time: 0.5375619531, other_time: 9.7681579590
epoch time: 40.6955871582s, input_fired_time: 0.7883187532, output_fired_time: 0.0000000000, propagate_forward_time: 38.0243415833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8829269409
validation[          , genome 14134] predictions:    9836/  10000 (98.36%), best:    9871/10000 (98.71%), error:       500.32675, best error:       419.75632 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 451.3648986816s, input_fired_time: 7.0649824142, output_fired_time: 5.4895300865, propagate_forward_time: 158.6659088135, propagate_backward_time: 272.2984924316, weight_update_time: 0.5340595245, other_time: 7.8459777832
epoch time: 32.4127655029s, input_fired_time: 0.7803352475, output_fired_time: 0.0000000000, propagate_forward_time: 30.3853206635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2471103668
validation[          , genome 14134] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       417.62335, best error:       417.62335 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 433.5181884766s, input_fired_time: 7.0706906319, output_fired_time: 5.4867563248, propagate_forward_time: 152.0994415283, propagate_backward_time: 261.6221618652, weight_update_time: 0.5343992114, other_time: 7.2391662598
epoch time: 32.4260025024s, input_fired_time: 0.7832061648, output_fired_time: 0.0000000000, propagate_forward_time: 30.3805236816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2622718811
validation[          , genome 14134] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       411.11035, best error:       411.11035 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 433.3044433594s, input_fired_time: 7.0968613625, output_fired_time: 5.4849529266, propagate_forward_time: 152.0291900635, propagate_backward_time: 261.4217224121, weight_update_time: 0.5372014642, other_time: 7.2716979980
epoch time: 32.4603080750s, input_fired_time: 0.7887545228, output_fired_time: 0.0000000000, propagate_forward_time: 30.3883819580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2831707001
validation[          , genome 14134] predictions:    9862/  10000 (98.62%), best:    9867/10000 (98.67%), error:       452.43741, best error:       411.11035 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 434.3006591797s, input_fired_time: 7.1350669861, output_fired_time: 5.5039939880, propagate_forward_time: 152.2640533447, propagate_backward_time: 262.0696411133, weight_update_time: 0.5404310226, other_time: 7.3278808594
epoch time: 32.4911880493s, input_fired_time: 0.8011505604, output_fired_time: 0.0000000000, propagate_forward_time: 30.3888149261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3012218475
validation[          , genome 14134] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       386.40628, best error:       386.40628 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 443.4817810059s, input_fired_time: 7.2924847603, output_fired_time: 5.6185255051, propagate_forward_time: 156.0200653076, propagate_backward_time: 267.1379699707, weight_update_time: 0.5493379235, other_time: 7.4127502441
epoch time: 37.4932365417s, input_fired_time: 0.8662113547, output_fired_time: 0.0000000000, propagate_forward_time: 35.2758102417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3512153625
validation[          , genome 14134] predictions:    9857/  10000 (98.57%), best:    9877/10000 (98.77%), error:       486.02664, best error:       386.40628 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 524.7916870117s, input_fired_time: 7.8719849586, output_fired_time: 6.5898995399, propagate_forward_time: 189.1210479736, propagate_backward_time: 313.3333435059, weight_update_time: 0.6082303524, other_time: 7.8753967285
epoch time: 42.3721313477s, input_fired_time: 0.9473537803, output_fired_time: 0.0000000000, propagate_forward_time: 39.9939994812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4307785034
validation[          , genome 14134] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       430.35776, best error:       386.40628 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 534.9570922852s, input_fired_time: 7.9553213120, output_fired_time: 6.7473697662, propagate_forward_time: 193.2484130859, propagate_backward_time: 319.1381835938, weight_update_time: 0.6164414883, other_time: 7.8677978516
epoch time: 49.1389427185s, input_fired_time: 1.0486534834, output_fired_time: 0.0000000000, propagate_forward_time: 46.5909690857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993209839
validation[          , genome 14134] predictions:    9886/  10000 (98.86%), best:    9877/10000 (98.77%), error:       392.18094, best error:       386.40628 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 602.5817260742s, input_fired_time: 8.4629535675, output_fired_time: 7.5841431618, propagate_forward_time: 220.5767974854, propagate_backward_time: 357.7036743164, weight_update_time: 0.6701458097, other_time: 8.2541503906
epoch time: 50.3606910706s, input_fired_time: 1.0634160042, output_fired_time: 0.0000000000, propagate_forward_time: 47.7794113159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5178642273
validation[          , genome 14134] predictions:    9883/  10000 (98.83%), best:    9877/10000 (98.77%), error:       402.69882, best error:       386.40628 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 613.6925659180s, input_fired_time: 8.5641670227, output_fired_time: 7.7292351723, propagate_forward_time: 225.7337188721, propagate_backward_time: 363.3516845703, weight_update_time: 0.6776148677, other_time: 8.3137817383
epoch time: 36.4887466431s, input_fired_time: 0.8564742804, output_fired_time: 0.0000000000, propagate_forward_time: 34.2390594482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3932113647
validation[          , genome 14134] predictions:    9859/  10000 (98.59%), best:    9877/10000 (98.77%), error:       411.49133, best error:       386.40628 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 519.2097167969s, input_fired_time: 7.8659482002, output_fired_time: 6.5632987022, propagate_forward_time: 186.8359069824, propagate_backward_time: 310.1354675293, weight_update_time: 0.6054111719, other_time: 7.8091125488
epoch time: 33.0224914551s, input_fired_time: 0.8179964423, output_fired_time: 0.0000000000, propagate_forward_time: 30.8150196075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3894748688
validation[          , genome 14134] predictions:    9837/  10000 (98.37%), best:    9877/10000 (98.77%), error:       551.38855, best error:       386.40628 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 477.4553527832s, input_fired_time: 7.4986066818, output_fired_time: 6.0230898857, propagate_forward_time: 169.8521270752, propagate_backward_time: 286.4683227539, weight_update_time: 0.5754757524, other_time: 7.6132202148
epoch time: 34.6943931580s, input_fired_time: 0.8336163759, output_fired_time: 0.0000000000, propagate_forward_time: 32.5236968994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3370780945
validation[          , genome 14134] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       471.44046, best error:       386.40628 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 473.8350524902s, input_fired_time: 7.4808750153, output_fired_time: 5.9556951523, propagate_forward_time: 168.1946258545, propagate_backward_time: 284.5713500977, weight_update_time: 0.5718722343, other_time: 7.6325073242
epoch time: 36.1269340515s, input_fired_time: 0.8584326506, output_fired_time: 0.0000000000, propagate_forward_time: 33.8962783813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3722229004
validation[          , genome 14134] predictions:    9879/  10000 (98.79%), best:    9877/10000 (98.77%), error:       405.57272, best error:       386.40628 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 620.4517211914s, input_fired_time: 8.6180057526, output_fired_time: 7.8727655411, propagate_forward_time: 228.0536804199, propagate_backward_time: 367.6932983398, weight_update_time: 0.6818597317, other_time: 8.2140197754
epoch time: 50.8491706848s, input_fired_time: 1.0751580000, output_fired_time: 0.0000000000, propagate_forward_time: 48.2669105530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5071029663
validation[          , genome 14134] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       429.97284, best error:       386.40628 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 581.7302856445s, input_fired_time: 8.3186111450, output_fired_time: 7.2996163368, propagate_forward_time: 212.5056457520, propagate_backward_time: 345.4991760254, weight_update_time: 0.6536583304, other_time: 8.1072387695
epoch time: 46.5567398071s, input_fired_time: 1.0087996721, output_fired_time: 0.0000000000, propagate_forward_time: 44.0763168335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4716224670
validation[          , genome 14134] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       417.88788, best error:       386.40628 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 611.9400634766s, input_fired_time: 8.5695409775, output_fired_time: 7.6668119431, propagate_forward_time: 225.4447479248, propagate_backward_time: 362.0160522461, weight_update_time: 0.6766257286, other_time: 8.2429199219
epoch time: 38.7551651001s, input_fired_time: 0.8977083564, output_fired_time: 0.0000000000, propagate_forward_time: 36.4683380127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3891181946
validation[          , genome 14134] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       449.75635, best error:       386.40628 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 605.3980102539s, input_fired_time: 8.5101060867, output_fired_time: 7.6276793480, propagate_forward_time: 222.3340606689, propagate_backward_time: 358.7424926758, weight_update_time: 0.6695445776, other_time: 8.1836547852
epoch time: 42.5416641235s, input_fired_time: 0.9503978491, output_fired_time: 0.0000000000, propagate_forward_time: 40.1758880615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4153785706
validation[          , genome 14134] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       420.66150, best error:       386.40628 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 479.5188293457s, input_fired_time: 7.5396442413, output_fired_time: 6.0757608414, propagate_forward_time: 170.5761718750, propagate_backward_time: 287.7357177734, weight_update_time: 0.5752503276, other_time: 7.5915222168
epoch time: 32.5426940918s, input_fired_time: 0.8016086221, output_fired_time: 0.0000000000, propagate_forward_time: 30.4338474274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3072376251
validation[          , genome 14134] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       388.78091, best error:       386.40628 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 439.2685241699s, input_fired_time: 7.2424426079, output_fired_time: 5.5622859001, propagate_forward_time: 154.2592468262, propagate_backward_time: 264.8034973145, weight_update_time: 0.5449553132, other_time: 7.4010620117
epoch time: 32.6858711243s, input_fired_time: 0.8155201674, output_fired_time: 0.0000000000, propagate_forward_time: 30.5380077362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3323440552
validation[          , genome 14134] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       430.07394, best error:       386.40628 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 442.5830688477s, input_fired_time: 7.2723059654, output_fired_time: 5.6185450554, propagate_forward_time: 155.5864105225, propagate_backward_time: 266.7360229492, weight_update_time: 0.5475348830, other_time: 7.3698120117
epoch time: 34.0570945740s, input_fired_time: 0.8359613419, output_fired_time: 0.0000000000, propagate_forward_time: 31.8432254791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3779087067
validation[          , genome 14134] predictions:    9865/  10000 (98.65%), best:    9877/10000 (98.77%), error:       421.78595, best error:       386.40628 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 519.8201904297s, input_fired_time: 7.8712377548, output_fired_time: 6.5059542656, propagate_forward_time: 186.8066406250, propagate_backward_time: 310.7106628418, weight_update_time: 0.6078580022, other_time: 7.9256896973
epoch time: 49.7327423096s, input_fired_time: 1.0654885769, output_fired_time: 0.0000000000, propagate_forward_time: 47.1216545105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5456008911
validation[          , genome 14134] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       462.73187, best error:       386.40628 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 574.8079833984s, input_fired_time: 8.3181705475, output_fired_time: 7.1861009598, propagate_forward_time: 209.3401641846, propagate_backward_time: 341.8034362793, weight_update_time: 0.6460056305, other_time: 8.1601257324
epoch time: 49.5649948120s, input_fired_time: 1.0559891462, output_fired_time: 0.0000000000, propagate_forward_time: 46.9905700684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5184364319
validation[          , genome 14134] predictions:    9858/  10000 (98.58%), best:    9877/10000 (98.77%), error:       474.37415, best error:       386.40628 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 475.6932678223s, input_fired_time: 7.5192656517, output_fired_time: 6.0044860840, propagate_forward_time: 169.0286712646, propagate_backward_time: 285.5740356445, weight_update_time: 0.5736978650, other_time: 7.5668334961
epoch time: 38.0012168884s, input_fired_time: 0.8843173981, output_fired_time: 0.0000000000, propagate_forward_time: 35.7466659546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3702316284
validation[          , genome 14134] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       375.77069, best error:       375.77069 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 579.5609741211s, input_fired_time: 8.3328619003, output_fired_time: 7.2784013748, propagate_forward_time: 210.8290405273, propagate_backward_time: 344.9737854004, weight_update_time: 0.6491557360, other_time: 8.1468811035
epoch time: 44.8845481873s, input_fired_time: 0.9870608449, output_fired_time: 0.0000000000, propagate_forward_time: 42.4537010193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4437866211
validation[          , genome 14134] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       355.73477, best error:       355.73477 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 484.0961303711s, input_fired_time: 7.6039466858, output_fired_time: 6.1188268661, propagate_forward_time: 172.6416473389, propagate_backward_time: 290.0815429688, weight_update_time: 0.5794191957, other_time: 7.6501464844
epoch time: 39.0680198669s, input_fired_time: 0.8994468451, output_fired_time: 0.0000000000, propagate_forward_time: 36.8001632690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3684082031
validation[          , genome 14134] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       338.15350, best error:       338.15350 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 437.7973022461s, input_fired_time: 7.2454347610, output_fired_time: 5.5428686142, propagate_forward_time: 153.7164154053, propagate_backward_time: 263.9202880859, weight_update_time: 0.5430939198, other_time: 7.3723144531
epoch time: 32.5668792725s, input_fired_time: 0.8102587461, output_fired_time: 0.0000000000, propagate_forward_time: 30.4486827850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3079376221
validation[          , genome 14134] predictions:    9877/  10000 (98.77%), best:    9888/10000 (98.88%), error:       425.96350, best error:       338.15350 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 434.6366577148s, input_fired_time: 7.1962494850, output_fired_time: 5.5068278313, propagate_forward_time: 152.4559783936, propagate_backward_time: 262.1268310547, weight_update_time: 0.5409228802, other_time: 7.3507690430
epoch time: 32.5269088745s, input_fired_time: 0.8065614700, output_fired_time: 0.0000000000, propagate_forward_time: 30.4290504456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2912979126
validation[          , genome 14134] predictions:    9817/  10000 (98.17%), best:    9888/10000 (98.88%), error:       521.12769, best error:       338.15350 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 434.0626525879s, input_fired_time: 7.1802816391, output_fired_time: 5.4971241951, propagate_forward_time: 152.2436676025, propagate_backward_time: 261.8412170410, weight_update_time: 0.5388859510, other_time: 7.3003845215
epoch time: 34.3389167786s, input_fired_time: 0.8001178503, output_fired_time: 0.0000000000, propagate_forward_time: 32.2523231506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2864761353
validation[          , genome 14134] predictions:    9893/  10000 (98.93%), best:    9888/10000 (98.88%), error:       349.14545, best error:       338.15350 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 544.5452880859s, input_fired_time: 9.2349729538, output_fired_time: 6.5311183929, propagate_forward_time: 191.1977233887, propagate_backward_time: 328.9669189453, weight_update_time: 0.5403232574, other_time: 8.6145324707
epoch time: 40.7735481262s, input_fired_time: 1.2108281851, output_fired_time: 0.0000000000, propagate_forward_time: 37.8653259277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6973953247
validation[          , genome 14134] predictions:    9879/  10000 (98.79%), best:    9888/10000 (98.88%), error:       389.20868, best error:       338.15350 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 544.5047607422s, input_fired_time: 9.4225158691, output_fired_time: 7.3393874168, propagate_forward_time: 190.7583618164, propagate_backward_time: 328.1874084473, weight_update_time: 0.7431440353, other_time: 8.7970886230
epoch time: 40.7334251404s, input_fired_time: 1.2104848623, output_fired_time: 0.0000000000, propagate_forward_time: 37.8323974609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6905441284
validation[          , genome 14134] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       357.82822, best error:       338.15350 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 544.3825683594s, input_fired_time: 8.6091995239, output_fired_time: 6.3266363144, propagate_forward_time: 192.1719055176, propagate_backward_time: 328.2767028809, weight_update_time: 0.9451488853, other_time: 8.9981079102
epoch time: 40.7721557617s, input_fired_time: 0.8032893538, output_fired_time: 0.0000000000, propagate_forward_time: 38.4788932800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4899749756
validation[          , genome 14134] predictions:    9882/  10000 (98.82%), best:    9888/10000 (98.88%), error:       377.44333, best error:       338.15350 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 543.8383789063s, input_fired_time: 9.6288509369, output_fired_time: 6.9306335449, propagate_forward_time: 189.8494262695, propagate_backward_time: 327.0357055664, weight_update_time: 0.7417494655, other_time: 10.3937988281
epoch time: 40.7656173706s, input_fired_time: 0.8053843975, output_fired_time: 0.0000000000, propagate_forward_time: 38.2702751160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6899566650
validation[          , genome 14134] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       360.86945, best error:       338.15350 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 542.2902221680s, input_fired_time: 8.3904333115, output_fired_time: 7.7227859497, propagate_forward_time: 190.4154815674, propagate_backward_time: 326.2354736328, weight_update_time: 0.5385320187, other_time: 9.5260620117
epoch time: 40.4034080505s, input_fired_time: 0.8000754714, output_fired_time: 0.0000000000, propagate_forward_time: 35.2849884033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3183441162
validation[          , genome 14134] predictions:    9892/  10000 (98.92%), best:    9888/10000 (98.88%), error:       353.69485, best error:       338.15350 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 541.8345336914s, input_fired_time: 7.9778380394, output_fired_time: 7.1115307808, propagate_forward_time: 190.9346618652, propagate_backward_time: 325.5067749023, weight_update_time: 0.7410793900, other_time: 10.3037414551
epoch time: 40.6262435913s, input_fired_time: 1.2114361525, output_fired_time: 0.0000000000, propagate_forward_time: 38.1486701965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2661361694
validation[          , genome 14134] predictions:    9895/  10000 (98.95%), best:    9888/10000 (98.88%), error:       343.11200, best error:       338.15350 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 542.0817260742s, input_fired_time: 8.9999952316, output_fired_time: 7.1138777733, propagate_forward_time: 188.6054840088, propagate_backward_time: 326.6393127441, weight_update_time: 0.5382134318, other_time: 10.7230529785
epoch time: 40.6417160034s, input_fired_time: 1.4149545431, output_fired_time: 0.0000000000, propagate_forward_time: 37.7480812073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4786796570
validation[          , genome 14134] predictions:    9883/  10000 (98.83%), best:    9888/10000 (98.88%), error:       383.93585, best error:       338.15350 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 543.2354125977s, input_fired_time: 9.4331493378, output_fired_time: 7.9373717308, propagate_forward_time: 190.4333801270, propagate_backward_time: 325.6662902832, weight_update_time: 0.7422785759, other_time: 9.7651977539
epoch time: 40.7469940186s, input_fired_time: 0.8090139627, output_fired_time: 0.0000000000, propagate_forward_time: 38.2408370972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6971435547
validation[          , genome 14134] predictions:    9897/  10000 (98.97%), best:    9888/10000 (98.88%), error:       350.22479, best error:       338.15350 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 543.2785034180s, input_fired_time: 9.0467824936, output_fired_time: 6.5161809921, propagate_forward_time: 190.0149993896, propagate_backward_time: 328.3407592773, weight_update_time: 0.5400146842, other_time: 9.3598022461
epoch time: 40.7177124023s, input_fired_time: 1.0139489174, output_fired_time: 0.0000000000, propagate_forward_time: 38.4007873535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3029747009
validation[          , genome 14134] predictions:    9892/  10000 (98.92%), best:    9888/10000 (98.88%), error:       350.47476, best error:       338.15350 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 578.7963256836s, input_fired_time: 9.0830297470, output_fired_time: 7.2893023491, propagate_forward_time: 204.7254180908, propagate_backward_time: 347.1556396484, weight_update_time: 0.7662822008, other_time: 10.5429687500
epoch time: 50.3142204285s, input_fired_time: 0.9284669161, output_fired_time: 0.0000000000, propagate_forward_time: 47.3573913574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0283622742
validation[          , genome 14134] predictions:    9895/  10000 (98.95%), best:    9888/10000 (98.88%), error:       358.65540, best error:       338.15350 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 753.5927734375s, input_fired_time: 10.9901371002, output_fired_time: 9.8222112656, propagate_forward_time: 273.2583618164, propagate_backward_time: 449.0569152832, weight_update_time: 0.8728116751, other_time: 10.4651794434
epoch time: 50.1121520996s, input_fired_time: 0.9256283045, output_fired_time: 0.0000000000, propagate_forward_time: 47.3628540039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8236694336
validation[          , genome 14134] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       332.86569, best error:       332.86569 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 803.8979492188s, input_fired_time: 12.1398334503, output_fired_time: 9.0965099335, propagate_forward_time: 299.7311096191, propagate_backward_time: 472.1776123047, weight_update_time: 0.6988245249, other_time: 10.7528991699
epoch time: 63.9175949097s, input_fired_time: 1.0886491537, output_fired_time: 0.0000000000, propagate_forward_time: 60.6725273132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1564178467
validation[          , genome 14134] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       355.20694, best error:       332.86569 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 704.2339477539s, input_fired_time: 10.2867202759, output_fired_time: 8.3238677979, propagate_forward_time: 251.7514953613, propagate_backward_time: 423.8147583008, weight_update_time: 0.8407526016, other_time: 10.0570983887
epoch time: 46.4751510620s, input_fired_time: 1.4933525324, output_fired_time: 0.0000000000, propagate_forward_time: 43.1888465881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7929534912
validation[          , genome 14134] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       352.04382, best error:       332.86569 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 600.3427734375s, input_fired_time: 9.0454559326, output_fired_time: 7.0847902298, propagate_forward_time: 212.3328704834, propagate_backward_time: 361.2018737793, weight_update_time: 0.7808729410, other_time: 10.6777648926
epoch time: 45.3482093811s, input_fired_time: 1.2795662880, output_fired_time: 0.0000000000, propagate_forward_time: 42.4951019287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5735397339
validation[          , genome 14134] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       337.64856, best error:       332.86569 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 555.3414306641s, input_fired_time: 10.5865316391, output_fired_time: 6.8642673492, propagate_forward_time: 194.3825378418, propagate_backward_time: 333.8820495605, weight_update_time: 0.7513246536, other_time: 9.6260375977
epoch time: 40.7419853210s, input_fired_time: 1.0181483030, output_fired_time: 0.0000000000, propagate_forward_time: 38.0019302368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7219085693
validation[          , genome 14134] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       331.07013, best error:       331.07013 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 543.0019531250s, input_fired_time: 9.4732608795, output_fired_time: 6.3168482780, propagate_forward_time: 188.7969360352, propagate_backward_time: 329.0600585938, weight_update_time: 0.5410076380, other_time: 9.3548583984
epoch time: 40.6770210266s, input_fired_time: 1.0215389729, output_fired_time: 0.0000000000, propagate_forward_time: 38.3627471924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2927360535
validation[          , genome 14134] predictions:    9891/  10000 (98.91%), best:    9898/10000 (98.98%), error:       340.33142, best error:       331.07013 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 544.2791137695s, input_fired_time: 9.6696805954, output_fired_time: 6.9327549934, propagate_forward_time: 191.3186950684, propagate_backward_time: 327.5621948242, weight_update_time: 0.5400605798, other_time: 8.7958068848
epoch time: 40.7933502197s, input_fired_time: 1.0218377113, output_fired_time: 0.0000000000, propagate_forward_time: 38.0746040344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6969070435
validation[          , genome 14134] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       324.27670, best error:       324.27670 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 543.7568969727s, input_fired_time: 9.6582269669, output_fired_time: 6.9285655022, propagate_forward_time: 190.2053985596, propagate_backward_time: 328.1850585938, weight_update_time: 0.7424706817, other_time: 8.7796630859
epoch time: 40.9058914185s, input_fired_time: 1.0157734156, output_fired_time: 0.0000000000, propagate_forward_time: 38.2034950256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6866226196
validation[          , genome 14134] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       337.07202, best error:       324.27670 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 543.9069824219s, input_fired_time: 8.8476448059, output_fired_time: 6.9348487854, propagate_forward_time: 191.4693450928, propagate_backward_time: 327.2578735352, weight_update_time: 0.9457979202, other_time: 9.3972167969
epoch time: 40.9735984802s, input_fired_time: 0.8116553426, output_fired_time: 0.0000000000, propagate_forward_time: 38.4639930725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6979484558
validation[          , genome 14134] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       319.63934, best error:       319.63934 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 544.6049194336s, input_fired_time: 9.2721128464, output_fired_time: 7.5464396477, propagate_forward_time: 190.8220672607, propagate_backward_time: 328.3560485840, weight_update_time: 0.5403825045, other_time: 8.6082458496
epoch time: 40.7890739441s, input_fired_time: 1.2196773291, output_fired_time: 0.0000000000, propagate_forward_time: 38.0644912720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5049057007
validation[          , genome 14134] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       350.13721, best error:       319.63934 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 544.6187133789s, input_fired_time: 9.0871791840, output_fired_time: 7.1437563896, propagate_forward_time: 190.8821563721, propagate_backward_time: 328.0869445801, weight_update_time: 0.5417774320, other_time: 9.4187316895
epoch time: 40.8600540161s, input_fired_time: 1.2234193087, output_fired_time: 0.0000000000, propagate_forward_time: 38.1034126282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5332221985
validation[          , genome 14134] predictions:    9883/  10000 (98.83%), best:    9900/10000 (99.00%), error:       361.58194, best error:       319.63934 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 544.8464355469s, input_fired_time: 9.4857254028, output_fired_time: 6.5329909325, propagate_forward_time: 189.5680694580, propagate_backward_time: 329.2206115723, weight_update_time: 0.7455185056, other_time: 10.0390319824
epoch time: 40.7033462524s, input_fired_time: 1.2194309235, output_fired_time: 0.0000000000, propagate_forward_time: 38.1840248108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998924255
validation[          , genome 14134] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       359.82556, best error:       319.63934 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 543.0104980469s, input_fired_time: 8.6512956619, output_fired_time: 6.5104227066, propagate_forward_time: 190.1524047852, propagate_backward_time: 327.5468139648, weight_update_time: 0.9465103149, other_time: 10.1495361328
epoch time: 40.6465187073s, input_fired_time: 0.8098873496, output_fired_time: 0.0000000000, propagate_forward_time: 36.7194252014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1172065735
validation[          , genome 14134] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       331.11993, best error:       319.63934 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 543.6961669922s, input_fired_time: 9.4716997147, output_fired_time: 7.7440814972, propagate_forward_time: 190.1972656250, propagate_backward_time: 327.5256652832, weight_update_time: 0.5405813456, other_time: 8.7574768066
epoch time: 41.0070114136s, input_fired_time: 1.2217403650, output_fired_time: 0.0000000000, propagate_forward_time: 38.0659217834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7193489075
validation[          , genome 14134] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       340.25668, best error:       319.63934 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 543.8530883789s, input_fired_time: 9.2875919342, output_fired_time: 7.7447032928, propagate_forward_time: 189.5987854004, propagate_backward_time: 328.6515502930, weight_update_time: 0.5409960151, other_time: 8.5704650879
epoch time: 40.9974632263s, input_fired_time: 1.0194689035, output_fired_time: 0.0000000000, propagate_forward_time: 38.4720573425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5059356689
validation[          , genome 14134] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       316.45691, best error:       316.45691 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 544.4213256836s, input_fired_time: 8.8623743057, output_fired_time: 6.3275418282, propagate_forward_time: 190.5337982178, propagate_backward_time: 328.6819458008, weight_update_time: 0.7427682877, other_time: 10.0156860352
epoch time: 40.7822151184s, input_fired_time: 1.2193832397, output_fired_time: 0.0000000000, propagate_forward_time: 37.8652648926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6975669861
validation[          , genome 14134] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       329.30618, best error:       316.45691 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 544.1538085938s, input_fired_time: 8.6571073532, output_fired_time: 6.7313241959, propagate_forward_time: 191.7337188721, propagate_backward_time: 328.4398803711, weight_update_time: 0.5395057797, other_time: 8.5917968750
epoch time: 40.9840469360s, input_fired_time: 0.8132785559, output_fired_time: 0.0000000000, propagate_forward_time: 38.6810226440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4897460938
validation[          , genome 14134] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       340.80829, best error:       316.45691 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 544.2037963867s, input_fired_time: 8.2676343918, output_fired_time: 8.7614908218, propagate_forward_time: 191.4868774414, propagate_backward_time: 326.2851257324, weight_update_time: 0.7431919575, other_time: 9.4026794434
epoch time: 40.8240165710s, input_fired_time: 1.2245076895, output_fired_time: 0.0000000000, propagate_forward_time: 38.0754127502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5240974426
validation[          , genome 14134] predictions:    9893/  10000 (98.93%), best:    9905/10000 (99.05%), error:       354.11368, best error:       316.45691 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 543.3473510742s, input_fired_time: 8.4738616943, output_fired_time: 6.1204972267, propagate_forward_time: 191.4223175049, propagate_backward_time: 328.3625183105, weight_update_time: 0.9484724402, other_time: 8.9681701660
epoch time: 40.8365974426s, input_fired_time: 1.0230854750, output_fired_time: 0.0000000000, propagate_forward_time: 38.0721130371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7413978577
validation[          , genome 14134] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       337.96384, best error:       316.45691 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 558.6804809570s, input_fired_time: 9.4146318436, output_fired_time: 7.8849902153, propagate_forward_time: 196.1636352539, propagate_backward_time: 336.2583618164, weight_update_time: 0.5545645952, other_time: 8.9588623047
epoch time: 45.7816314697s, input_fired_time: 1.0927015543, output_fired_time: 0.0000000000, propagate_forward_time: 42.7427978516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9461326599
validation[          , genome 14134] predictions:    9888/  10000 (98.88%), best:    9905/10000 (99.05%), error:       376.60168, best error:       316.45691 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 646.1443481445s, input_fired_time: 10.6819524765, output_fired_time: 8.1291399002, propagate_forward_time: 229.8318481445, propagate_backward_time: 385.4390258789, weight_update_time: 0.8158992529, other_time: 12.0623779297
epoch time: 50.9178009033s, input_fired_time: 0.9592347741, output_fired_time: 0.0000000000, propagate_forward_time: 46.9442253113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0143394470
validation[          , genome 14134] predictions:    9889/  10000 (98.89%), best:    9905/10000 (99.05%), error:       359.26315, best error:       316.45691 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 521.9252929688s, input_fired_time: 8.4026212692, output_fired_time: 6.3389372826, propagate_forward_time: 187.6556091309, propagate_backward_time: 310.0270996094, weight_update_time: 0.5921698213, other_time: 9.5010070801
epoch time: 33.1383743286s, input_fired_time: 0.8504047990, output_fired_time: 0.0000000000, propagate_forward_time: 30.9052410126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3827266693
validation[          , genome 14134] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       324.36972, best error:       316.45691 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 494.6299133301s, input_fired_time: 7.8620681763, output_fired_time: 6.2259807587, propagate_forward_time: 176.4755706787, propagate_backward_time: 295.4016418457, weight_update_time: 0.5943406224, other_time: 8.6646423340
epoch time: 32.8553314209s, input_fired_time: 0.8331705928, output_fired_time: 0.0000000000, propagate_forward_time: 30.6378402710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3843193054
validation[          , genome 14134] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       319.31192, best error:       316.45691 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 503.5029296875s, input_fired_time: 7.9540500641, output_fired_time: 6.3188929558, propagate_forward_time: 179.8564300537, propagate_backward_time: 300.3651123047, weight_update_time: 0.6036789417, other_time: 9.0084838867
epoch time: 32.8231544495s, input_fired_time: 0.8292340040, output_fired_time: 0.0000000000, propagate_forward_time: 30.6404800415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3534412384
validation[          , genome 14134] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       325.68903, best error:       316.45691 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 498.8950500488s, input_fired_time: 7.8822546005, output_fired_time: 6.2872691154, propagate_forward_time: 178.0033416748, propagate_backward_time: 297.7693481445, weight_update_time: 0.5992188454, other_time: 8.9528198242
epoch time: 32.6222114563s, input_fired_time: 0.8253564239, output_fired_time: 0.0000000000, propagate_forward_time: 30.4543609619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3424949646
validation[          , genome 14134] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       315.22827, best error:       315.22827 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 495.0867309570s, input_fired_time: 7.8883695602, output_fired_time: 6.2194828987, propagate_forward_time: 176.6842346191, propagate_backward_time: 295.4001770020, weight_update_time: 0.5969634056, other_time: 8.8944702148
epoch time: 33.2162666321s, input_fired_time: 0.8419658542, output_fired_time: 0.0000000000, propagate_forward_time: 31.0077152252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3665866852
validation[          , genome 14134] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       327.93491, best error:       315.22827 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 446.8799133301s, input_fired_time: 7.4104709625, output_fired_time: 5.6611428261, propagate_forward_time: 156.9708862305, propagate_backward_time: 269.1997680664, weight_update_time: 0.5570694208, other_time: 7.6376647949
epoch time: 32.6061706543s, input_fired_time: 0.8254111409, output_fired_time: 0.0000000000, propagate_forward_time: 30.4353580475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3454017639
validation[          , genome 14134] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       316.22845, best error:       315.22827 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 499.5191040039s, input_fired_time: 7.9293417931, output_fired_time: 6.2951993942, propagate_forward_time: 178.4762115479, propagate_backward_time: 297.6736145020, weight_update_time: 0.6015129089, other_time: 9.1447448730
epoch time: 42.1041526794s, input_fired_time: 0.9743031859, output_fired_time: 0.0000000000, propagate_forward_time: 39.1071929932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0226554871
validation[          , genome 14134] predictions:    9905/  10000 (99.05%), best:    9901/10000 (99.01%), error:       316.84930, best error:       315.22827 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 460.6598510742s, input_fired_time: 7.5443787575, output_fired_time: 5.8246240616, propagate_forward_time: 162.8777313232, propagate_backward_time: 276.4367980957, weight_update_time: 0.5692877173, other_time: 7.9763488770
epoch time: 32.6040534973s, input_fired_time: 0.8250874877, output_fired_time: 0.0000000000, propagate_forward_time: 30.4389057159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3400611877
validation[          , genome 14134] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       322.56796, best error:       315.22827 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: 183.8367004395s, input_fired_time: 4.4776096344, output_fired_time: 0.0000000000, propagate_forward_time: 171.3923645020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9667205811
best training[          , genome 14134] predictions:   50000/  50000 (100.00%), best:    9901/10000 (99.01%), error:       134.19940, best error:       315.22827 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: 38.5743484497s, input_fired_time: 0.9149037600, output_fired_time: 0.0000000000, propagate_forward_time: 36.0735206604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5859222412
   testing[          , genome 14134] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       288.98755, best error:       315.22827 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:50:56 (7576): called boinc_finish(0)

</stderr_txt>
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