Nameexact_genome_1509103842_24_18120_1
Workunit2280929
Created30 Oct 2017, 5:06:32 UTC
Sent30 Oct 2017, 5:40:38 UTC
Report deadline31 Dec 2017, 18:31:17 UTC
Received3 Nov 2017, 14:11:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 days 6 hours 43 min 3 sec
CPU time1 days 6 hours 42 min 33 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size178.85 MB
Peak swap size177.27 MB
Peak disk usage7.68 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 77.0146560669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0026473999
validation[          , genome 18120] predictions:    9756/  10000 (97.56%), best:    9852/10000 (98.52%), error:       712.98529, best error:       484.49149 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1007.6751098633s, input_fired_time: 11.9425306320, output_fired_time: 11.1623897552, propagate_forward_time: 383.5221557617, propagate_backward_time: 589.7566528320, weight_update_time: 0.9831565619, other_time: 11.2913818359
epoch time: 80.2535171509s, input_fired_time: 1.4456235170, output_fired_time: 0.0000000000, propagate_forward_time: 76.8055725098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0023193359
validation[          , genome 18120] predictions:    9834/  10000 (98.34%), best:    9852/10000 (98.52%), error:       514.08899, best error:       484.49149 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1006.9868164063s, input_fired_time: 11.6835498810, output_fired_time: 11.1600933075, propagate_forward_time: 383.7027893066, propagate_backward_time: 589.6741333008, weight_update_time: 0.9588212371, other_time: 10.7662963867
epoch time: 79.9755020142s, input_fired_time: 1.4263854027, output_fired_time: 0.0000000000, propagate_forward_time: 76.6548233032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8942947388
validation[          , genome 18120] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       480.05234, best error:       480.05234 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1007.9283447266s, input_fired_time: 11.7133064270, output_fired_time: 11.1780519485, propagate_forward_time: 383.8861999512, propagate_backward_time: 590.3920288086, weight_update_time: 0.9589764476, other_time: 10.7587280273
epoch time: 80.3893890381s, input_fired_time: 1.4344456196, output_fired_time: 0.0000000000, propagate_forward_time: 77.0576858521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8972549438
validation[          , genome 18120] predictions:    9834/  10000 (98.34%), best:    9851/10000 (98.51%), error:       486.24561, best error:       480.05234 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1011.8518066406s, input_fired_time: 12.0271234512, output_fired_time: 11.2247295380, propagate_forward_time: 384.8931274414, propagate_backward_time: 592.3521118164, weight_update_time: 0.9837802649, other_time: 11.3547363281
epoch time: 80.5469512939s, input_fired_time: 1.4575239420, output_fired_time: 0.0000000000, propagate_forward_time: 77.0829086304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0065155029
validation[          , genome 18120] predictions:    9811/  10000 (98.11%), best:    9851/10000 (98.51%), error:       548.98047, best error:       480.05234 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1010.0085449219s, input_fired_time: 11.7428398132, output_fired_time: 11.2248725891, propagate_forward_time: 384.5309143066, propagate_backward_time: 591.6842041016, weight_update_time: 0.9613465071, other_time: 10.8256835938
epoch time: 79.9653549194s, input_fired_time: 1.4258087873, output_fired_time: 0.0000000000, propagate_forward_time: 76.6320190430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9075241089
validation[          , genome 18120] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       434.11691, best error:       434.11691 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1007.6545410156s, input_fired_time: 11.7487583160, output_fired_time: 11.1812896729, propagate_forward_time: 383.6724853516, propagate_backward_time: 590.2548828125, weight_update_time: 0.9614452720, other_time: 10.7971191406
epoch time: 80.1482086182s, input_fired_time: 1.4592151642, output_fired_time: 0.0000000000, propagate_forward_time: 76.6761474609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0128479004
validation[          , genome 18120] predictions:    9823/  10000 (98.23%), best:    9871/10000 (98.71%), error:       556.81097, best error:       434.11691 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1009.6057739258s, input_fired_time: 11.9023418427, output_fired_time: 11.2565078735, propagate_forward_time: 383.7590332031, propagate_backward_time: 591.5512084961, weight_update_time: 0.9783995748, other_time: 11.1366577148
epoch time: 80.1343383789s, input_fired_time: 1.4265699387, output_fired_time: 0.0000000000, propagate_forward_time: 76.8025817871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9051895142
validation[          , genome 18120] predictions:    9852/  10000 (98.52%), best:    9871/10000 (98.71%), error:       493.37305, best error:       434.11691 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1012.0454101563s, input_fired_time: 11.7459306717, output_fired_time: 11.2301282883, propagate_forward_time: 384.9950866699, propagate_backward_time: 593.2707519531, weight_update_time: 0.9618189335, other_time: 10.8035888672
epoch time: 80.0498886108s, input_fired_time: 1.4274451733, output_fired_time: 0.0000000000, propagate_forward_time: 76.7202911377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9021530151
validation[          , genome 18120] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       431.48572, best error:       431.48572 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1009.6962280273s, input_fired_time: 11.7829694748, output_fired_time: 11.2074604034, propagate_forward_time: 384.4135742188, propagate_backward_time: 591.4785766602, weight_update_time: 0.9606673121, other_time: 10.8136596680
epoch time: 80.1401290894s, input_fired_time: 1.4352169037, output_fired_time: 0.0000000000, propagate_forward_time: 76.7974777222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9074325562
validation[          , genome 18120] predictions:    9848/  10000 (98.48%), best:    9853/10000 (98.53%), error:       485.93665, best error:       431.48572 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1009.2921752930s, input_fired_time: 11.9870605469, output_fired_time: 11.1798067093, propagate_forward_time: 384.4986877441, propagate_backward_time: 590.2789916992, weight_update_time: 0.9819951653, other_time: 11.3475952148
epoch time: 80.0283508301s, input_fired_time: 1.4580512047, output_fired_time: 0.0000000000, propagate_forward_time: 76.5707397461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9995574951
validation[          , genome 18120] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       402.06769, best error:       402.06769 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1009.0391235352s, input_fired_time: 11.9092721939, output_fired_time: 11.2672443390, propagate_forward_time: 383.4206848145, propagate_backward_time: 591.2548828125, weight_update_time: 0.9725197554, other_time: 11.1870117188
epoch time: 79.9926147461s, input_fired_time: 1.4314459562, output_fired_time: 0.0000000000, propagate_forward_time: 76.6616821289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8994903564
validation[          , genome 18120] predictions:    9880/  10000 (98.80%), best:    9875/10000 (98.75%), error:       420.08160, best error:       402.06769 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1006.1905517578s, input_fired_time: 11.7436943054, output_fired_time: 11.1603050232, propagate_forward_time: 383.3236999512, propagate_backward_time: 589.1607055664, weight_update_time: 0.9579824805, other_time: 10.8021850586
epoch time: 80.3618621826s, input_fired_time: 1.4581055641, output_fired_time: 0.0000000000, propagate_forward_time: 76.8956680298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0080871582
validation[          , genome 18120] predictions:    9869/  10000 (98.69%), best:    9875/10000 (98.75%), error:       432.79202, best error:       402.06769 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1007.6307983398s, input_fired_time: 11.8293628693, output_fired_time: 11.1673955917, propagate_forward_time: 383.8319396973, propagate_backward_time: 589.8272094727, weight_update_time: 0.9676272273, other_time: 10.9749145508
epoch time: 80.0712203979s, input_fired_time: 1.4342371225, output_fired_time: 0.0000000000, propagate_forward_time: 76.7299346924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9070510864
validation[          , genome 18120] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       473.89301, best error:       402.06769 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1011.2009887695s, input_fired_time: 12.0282049179, output_fired_time: 11.2377834320, propagate_forward_time: 384.6249084473, propagate_backward_time: 591.9752197266, weight_update_time: 0.9883618951, other_time: 11.3348388672
epoch time: 80.5488357544s, input_fired_time: 1.4592074156, output_fired_time: 0.0000000000, propagate_forward_time: 77.0905075073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9991226196
validation[          , genome 18120] predictions:    9860/  10000 (98.60%), best:    9875/10000 (98.75%), error:       441.69189, best error:       402.06769 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1005.7574462891s, input_fired_time: 11.7433500290, output_fired_time: 11.1381559372, propagate_forward_time: 383.0643310547, propagate_backward_time: 588.9535522461, weight_update_time: 0.9606903791, other_time: 10.8580322266
epoch time: 79.9123153687s, input_fired_time: 1.4311813116, output_fired_time: 0.0000000000, propagate_forward_time: 76.5809402466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9001922607
validation[          , genome 18120] predictions:    9842/  10000 (98.42%), best:    9875/10000 (98.75%), error:       491.81549, best error:       402.06769 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1009.3665771484s, input_fired_time: 12.0407524109, output_fired_time: 11.1976623535, propagate_forward_time: 384.1508483887, propagate_backward_time: 590.6238403320, weight_update_time: 0.9827599525, other_time: 11.3534545898
epoch time: 79.8414535522s, input_fired_time: 1.4308151007, output_fired_time: 0.0000000000, propagate_forward_time: 76.5222244263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8884124756
validation[          , genome 18120] predictions:    9853/  10000 (98.53%), best:    9875/10000 (98.75%), error:       464.59131, best error:       402.06769 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1007.3098144531s, input_fired_time: 11.9424695969, output_fired_time: 11.1585216522, propagate_forward_time: 383.4405822754, propagate_backward_time: 589.5542602539, weight_update_time: 0.9787147045, other_time: 11.2140502930
epoch time: 80.2800216675s, input_fired_time: 1.4462876320, output_fired_time: 0.0000000000, propagate_forward_time: 76.9245834351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9091491699
validation[          , genome 18120] predictions:    9833/  10000 (98.33%), best:    9875/10000 (98.75%), error:       494.02670, best error:       402.06769 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1009.2441406250s, input_fired_time: 12.0280761719, output_fired_time: 11.1975021362, propagate_forward_time: 383.7781066895, propagate_backward_time: 590.9562988281, weight_update_time: 0.9804609418, other_time: 11.2841796875
epoch time: 80.3557739258s, input_fired_time: 1.4431489706, output_fired_time: 0.0000000000, propagate_forward_time: 77.0180358887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8945922852
validation[          , genome 18120] predictions:    9844/  10000 (98.44%), best:    9875/10000 (98.75%), error:       511.53140, best error:       402.06769 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1011.3731079102s, input_fired_time: 11.9349184036, output_fired_time: 11.2507162094, propagate_forward_time: 385.1430358887, propagate_backward_time: 591.9601440430, weight_update_time: 0.9700006843, other_time: 11.0842895508
epoch time: 80.5860443115s, input_fired_time: 1.4881187677, output_fired_time: 0.0000000000, propagate_forward_time: 77.0981140137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9998092651
validation[          , genome 18120] predictions:    9867/  10000 (98.67%), best:    9875/10000 (98.75%), error:       406.18393, best error:       402.06769 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1010.4978637695s, input_fired_time: 11.9695835114, output_fired_time: 11.1857891083, propagate_forward_time: 384.1579284668, propagate_backward_time: 591.9337768555, weight_update_time: 0.9795110226, other_time: 11.2507934570
epoch time: 80.0411376953s, input_fired_time: 1.4376211166, output_fired_time: 0.0000000000, propagate_forward_time: 76.7002410889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9032745361
validation[          , genome 18120] predictions:    9853/  10000 (98.53%), best:    9875/10000 (98.75%), error:       456.05386, best error:       402.06769 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1010.6718139648s, input_fired_time: 11.7822675705, output_fired_time: 11.2145910263, propagate_forward_time: 385.0613403320, propagate_backward_time: 591.8341064453, weight_update_time: 0.9571211934, other_time: 10.7794799805
epoch time: 79.9156570435s, input_fired_time: 1.4322562218, output_fired_time: 0.0000000000, propagate_forward_time: 76.5848007202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8985977173
validation[          , genome 18120] predictions:    9870/  10000 (98.70%), best:    9875/10000 (98.75%), error:       421.15536, best error:       402.06769 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1003.9375000000s, input_fired_time: 11.8438920975, output_fired_time: 11.1202135086, propagate_forward_time: 382.3699645996, propagate_backward_time: 587.6007690430, weight_update_time: 0.9672622085, other_time: 11.0026245117
epoch time: 79.8156051636s, input_fired_time: 1.4387338161, output_fired_time: 0.0000000000, propagate_forward_time: 76.4694595337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9074096680
validation[          , genome 18120] predictions:    9859/  10000 (98.59%), best:    9875/10000 (98.75%), error:       422.78256, best error:       402.06769 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1008.2986450195s, input_fired_time: 11.7869052887, output_fired_time: 11.1907911301, propagate_forward_time: 383.9151916504, propagate_backward_time: 590.6287841797, weight_update_time: 0.9554034472, other_time: 10.7769775391
epoch time: 80.1357040405s, input_fired_time: 1.4386895895, output_fired_time: 0.0000000000, propagate_forward_time: 76.7940139771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9029998779
validation[          , genome 18120] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       363.68616, best error:       363.68616 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1006.6760253906s, input_fired_time: 12.0581598282, output_fired_time: 11.1682453156, propagate_forward_time: 383.1956176758, propagate_backward_time: 588.8772583008, weight_update_time: 0.9800779819, other_time: 11.3767089844
epoch time: 80.3384094238s, input_fired_time: 1.4645510912, output_fired_time: 0.0000000000, propagate_forward_time: 76.8751907349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9986648560
validation[          , genome 18120] predictions:    9868/  10000 (98.68%), best:    9881/10000 (98.81%), error:       457.33795, best error:       363.68616 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1011.5538940430s, input_fired_time: 11.8115129471, output_fired_time: 11.2689771652, propagate_forward_time: 385.0893249512, propagate_backward_time: 592.5951538086, weight_update_time: 0.9598640203, other_time: 10.7888793945
epoch time: 80.0252151489s, input_fired_time: 1.4457299709, output_fired_time: 0.0000000000, propagate_forward_time: 76.6804885864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8989944458
validation[          , genome 18120] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       341.60184, best error:       341.60184 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1013.5845336914s, input_fired_time: 12.0850400925, output_fired_time: 11.2700147629, propagate_forward_time: 385.5928955078, propagate_backward_time: 593.2886962891, weight_update_time: 0.9915261865, other_time: 11.3479003906
epoch time: 80.6130523682s, input_fired_time: 1.4723356962, output_fired_time: 0.0000000000, propagate_forward_time: 77.1364517212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0042648315
validation[          , genome 18120] predictions:    9836/  10000 (98.36%), best:    9891/10000 (98.91%), error:       537.13403, best error:       341.60184 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1008.4494628906s, input_fired_time: 11.8485498428, output_fired_time: 11.1858482361, propagate_forward_time: 383.8508300781, propagate_backward_time: 590.6851806641, weight_update_time: 0.9641907811, other_time: 10.8790283203
epoch time: 80.7100982666s, input_fired_time: 1.4565231800, output_fired_time: 0.0000000000, propagate_forward_time: 77.3346099854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9189682007
validation[          , genome 18120] predictions:    9856/  10000 (98.56%), best:    9891/10000 (98.91%), error:       431.79410, best error:       341.60184 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1004.9902343750s, input_fired_time: 11.8030614853, output_fired_time: 11.1425418854, propagate_forward_time: 382.6805114746, propagate_backward_time: 588.5507202148, weight_update_time: 0.9594243169, other_time: 10.8134155273
epoch time: 80.0426864624s, input_fired_time: 1.4452511072, output_fired_time: 0.0000000000, propagate_forward_time: 76.6896286011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9078063965
validation[          , genome 18120] predictions:    9883/  10000 (98.83%), best:    9891/10000 (98.91%), error:       366.24231, best error:       341.60184 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1006.3242797852s, input_fired_time: 11.7982425690, output_fired_time: 11.1757316589, propagate_forward_time: 383.2397155762, propagate_backward_time: 589.3404541016, weight_update_time: 0.9596992731, other_time: 10.7701416016
epoch time: 79.9091796875s, input_fired_time: 1.4437162876, output_fired_time: 0.0000000000, propagate_forward_time: 76.5554733276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9099884033
validation[          , genome 18120] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       313.44733, best error:       313.44733 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1005.9682006836s, input_fired_time: 11.9368352890, output_fired_time: 11.1480340958, propagate_forward_time: 382.8976440430, propagate_backward_time: 588.9303588867, weight_update_time: 0.9730316997, other_time: 11.0553588867
epoch time: 80.0386276245s, input_fired_time: 1.4425990582, output_fired_time: 0.0000000000, propagate_forward_time: 76.6831359863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9128952026
validation[          , genome 18120] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       360.27484, best error:       313.44733 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1009.7996215820s, input_fired_time: 11.9535360336, output_fired_time: 11.2300014496, propagate_forward_time: 384.3825988770, propagate_backward_time: 591.1495971680, weight_update_time: 0.9742025733, other_time: 11.0839233398
epoch time: 80.1249465942s, input_fired_time: 1.4718329906, output_fired_time: 0.0000000000, propagate_forward_time: 76.6498489380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0032653809
validation[          , genome 18120] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       362.72208, best error:       313.44733 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1013.9615478516s, input_fired_time: 12.0944566727, output_fired_time: 11.2763414383, propagate_forward_time: 385.7707214355, propagate_backward_time: 593.4967651367, weight_update_time: 0.9837805629, other_time: 11.3231811523
epoch time: 80.1010284424s, input_fired_time: 1.4443460703, output_fired_time: 0.0000000000, propagate_forward_time: 76.7595825195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8971023560
validation[          , genome 18120] predictions:    9876/  10000 (98.76%), best:    9899/10000 (98.99%), error:       366.44684, best error:       313.44733 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1004.5205688477s, input_fired_time: 11.7870321274, output_fired_time: 11.1377601624, propagate_forward_time: 382.7774047852, propagate_backward_time: 588.0316162109, weight_update_time: 0.9587111473, other_time: 10.7867431641
epoch time: 80.0053482056s, input_fired_time: 1.4420684576, output_fired_time: 0.0000000000, propagate_forward_time: 76.6590957642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9041824341
validation[          , genome 18120] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       340.64035, best error:       313.44733 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1007.7069702148s, input_fired_time: 11.8810987473, output_fired_time: 11.1634302139, propagate_forward_time: 383.9559326172, propagate_backward_time: 589.7840576172, weight_update_time: 0.9673384428, other_time: 10.9224243164
epoch time: 80.4548339844s, input_fired_time: 1.4492678642, output_fired_time: 0.0000000000, propagate_forward_time: 77.1049575806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9006118774
validation[          , genome 18120] predictions:    9885/  10000 (98.85%), best:    9899/10000 (98.99%), error:       396.08209, best error:       313.44733 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1010.2810668945s, input_fired_time: 11.8851871490, output_fired_time: 11.2345218658, propagate_forward_time: 384.8929443359, propagate_backward_time: 591.4447021484, weight_update_time: 0.9615293741, other_time: 10.8237304688
epoch time: 79.6631469727s, input_fired_time: 1.4415502548, output_fired_time: 0.0000000000, propagate_forward_time: 76.3219299316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996658325
validation[          , genome 18120] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       356.71393, best error:       313.44733 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1005.8068847656s, input_fired_time: 11.8187932968, output_fired_time: 11.1700506210, propagate_forward_time: 383.2903442383, propagate_backward_time: 588.7424316406, weight_update_time: 0.9563468099, other_time: 10.7852783203
epoch time: 79.8554992676s, input_fired_time: 1.4423789978, output_fired_time: 0.0000000000, propagate_forward_time: 76.5196304321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8934860229
validation[          , genome 18120] predictions:    9875/  10000 (98.75%), best:    9899/10000 (98.99%), error:       390.41599, best error:       313.44733 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1010.0485229492s, input_fired_time: 11.8390722275, output_fired_time: 11.2350549698, propagate_forward_time: 384.4236145020, propagate_backward_time: 591.7718505859, weight_update_time: 0.9618907571, other_time: 10.7789306641
epoch time: 80.1541595459s, input_fired_time: 1.4529217482, output_fired_time: 0.0000000000, propagate_forward_time: 76.8013916016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8998489380
validation[          , genome 18120] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       328.17941, best error:       313.44733 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1006.5206909180s, input_fired_time: 12.0352563858, output_fired_time: 11.1651954651, propagate_forward_time: 383.0917968750, propagate_backward_time: 588.9739990234, weight_update_time: 0.9781038761, other_time: 11.2543945313
epoch time: 80.4971466064s, input_fired_time: 1.4566214085, output_fired_time: 0.0000000000, propagate_forward_time: 77.1306152344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9099121094
validation[          , genome 18120] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       361.04419, best error:       313.44733 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1013.8075561523s, input_fired_time: 12.0783796310, output_fired_time: 11.2676801682, propagate_forward_time: 385.9061889648, propagate_backward_time: 593.3391723633, weight_update_time: 0.9819795489, other_time: 11.2161254883
epoch time: 80.5237121582s, input_fired_time: 1.4580010176, output_fired_time: 0.0000000000, propagate_forward_time: 77.1768493652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8888626099
validation[          , genome 18120] predictions:    9874/  10000 (98.74%), best:    9899/10000 (98.99%), error:       403.74701, best error:       313.44733 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1007.8461914063s, input_fired_time: 11.8850259781, output_fired_time: 11.1893377304, propagate_forward_time: 384.1154174805, propagate_backward_time: 589.7924804688, weight_update_time: 0.9621415138, other_time: 10.8639526367
epoch time: 80.0244140625s, input_fired_time: 1.4444427490, output_fired_time: 0.0000000000, propagate_forward_time: 76.6772079468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9027633667
validation[          , genome 18120] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       327.42593, best error:       313.44733 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1011.8600463867s, input_fired_time: 11.8534936905, output_fired_time: 11.2364683151, propagate_forward_time: 384.6082153320, propagate_backward_time: 593.3689575195, weight_update_time: 0.9618911147, other_time: 10.7929077148
epoch time: 80.3990631104s, input_fired_time: 1.4515559673, output_fired_time: 0.0000000000, propagate_forward_time: 77.0460205078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9014892578
validation[          , genome 18120] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       324.50217, best error:       313.44733 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1008.5914306641s, input_fired_time: 11.8699197769, output_fired_time: 11.1596641541, propagate_forward_time: 384.8979187012, propagate_backward_time: 589.9003295898, weight_update_time: 0.9644394517, other_time: 10.7636108398
epoch time: 80.5625381470s, input_fired_time: 1.4554629326, output_fired_time: 0.0000000000, propagate_forward_time: 77.2026519775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9044265747
validation[          , genome 18120] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       330.02347, best error:       313.44733 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1008.8806152344s, input_fired_time: 12.1189317703, output_fired_time: 11.1797313690, propagate_forward_time: 384.0239257813, propagate_backward_time: 590.2231445313, weight_update_time: 0.9837123752, other_time: 11.3348388672
epoch time: 80.2638168335s, input_fired_time: 1.4821277857, output_fired_time: 0.0000000000, propagate_forward_time: 76.7746429443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0070495605
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       295.98599, best error:       295.98599 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1006.8975219727s, input_fired_time: 11.8908338547, output_fired_time: 11.1610288620, propagate_forward_time: 383.4926452637, propagate_backward_time: 589.5022583008, weight_update_time: 0.9618119001, other_time: 10.8507690430
epoch time: 80.6260452271s, input_fired_time: 1.4893043041, output_fired_time: 0.0000000000, propagate_forward_time: 77.1380386353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9987030029
validation[          , genome 18120] predictions:    9896/  10000 (98.96%), best:    9909/10000 (99.09%), error:       333.11212, best error:       295.98599 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1008.7573852539s, input_fired_time: 12.0289173126, output_fired_time: 11.2026224136, propagate_forward_time: 384.1009216309, propagate_backward_time: 590.3090209961, weight_update_time: 0.9738819003, other_time: 11.1159057617
epoch time: 80.6419525146s, input_fired_time: 1.4687931538, output_fired_time: 0.0000000000, propagate_forward_time: 77.2507705688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9223861694
validation[          , genome 18120] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       299.69016, best error:       295.98599 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1007.8391723633s, input_fired_time: 12.1201591492, output_fired_time: 11.1674318314, propagate_forward_time: 383.6218261719, propagate_backward_time: 589.5888061523, weight_update_time: 0.9829589128, other_time: 11.3409423828
epoch time: 80.6824798584s, input_fired_time: 1.4887770414, output_fired_time: 0.0000000000, propagate_forward_time: 77.1865615845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0071411133
validation[          , genome 18120] predictions:    9898/  10000 (98.98%), best:    9909/10000 (99.09%), error:       315.08621, best error:       295.98599 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1011.1166992188s, input_fired_time: 12.1260261536, output_fired_time: 11.2387952805, propagate_forward_time: 384.8202819824, propagate_backward_time: 591.6385498047, weight_update_time: 0.9834242463, other_time: 11.2930908203
epoch time: 80.2296371460s, input_fired_time: 1.4625437260, output_fired_time: 0.0000000000, propagate_forward_time: 76.8629455566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9041442871
validation[          , genome 18120] predictions:    9906/  10000 (99.06%), best:    9909/10000 (99.09%), error:       303.85257, best error:       295.98599 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1005.3294677734s, input_fired_time: 12.0830936432, output_fired_time: 11.1532573700, propagate_forward_time: 382.7005920410, propagate_backward_time: 588.0852661133, weight_update_time: 0.9791711569, other_time: 11.3073120117
epoch time: 80.1094284058s, input_fired_time: 1.4727514982, output_fired_time: 0.0000000000, propagate_forward_time: 76.6733016968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9633789063
validation[          , genome 18120] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       308.02518, best error:       295.98599 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1009.2167968750s, input_fired_time: 11.9589166641, output_fired_time: 11.2076864243, propagate_forward_time: 384.1631469727, propagate_backward_time: 590.9061279297, weight_update_time: 0.9665127993, other_time: 10.9808959961
epoch time: 80.3687667847s, input_fired_time: 1.4774774313, output_fired_time: 0.0000000000, propagate_forward_time: 76.9044189453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9868698120
validation[          , genome 18120] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       331.61353, best error:       295.98599 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1012.7767333984s, input_fired_time: 12.0389919281, output_fired_time: 11.2448740005, propagate_forward_time: 385.4484558105, propagate_backward_time: 592.9119873047, weight_update_time: 0.9773616195, other_time: 11.1324462891
epoch time: 80.6353759766s, input_fired_time: 1.4850246906, output_fired_time: 0.0000000000, propagate_forward_time: 77.1360244751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0143280029
validation[          , genome 18120] predictions:    9900/  10000 (99.00%), best:    9909/10000 (99.09%), error:       315.69589, best error:       295.98599 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1009.8231811523s, input_fired_time: 11.9948663712, output_fired_time: 11.2175064087, propagate_forward_time: 384.3555297852, propagate_backward_time: 591.2066650391, weight_update_time: 0.9733568430, other_time: 11.0485839844
epoch time: 79.8750534058s, input_fired_time: 1.4571838379, output_fired_time: 0.0000000000, propagate_forward_time: 76.5128555298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9050140381
validation[          , genome 18120] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       311.72385, best error:       295.98599 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1012.1787719727s, input_fired_time: 11.9261302948, output_fired_time: 11.2539005280, propagate_forward_time: 385.3878784180, propagate_backward_time: 592.8257446289, weight_update_time: 0.9646252394, other_time: 10.7850952148
epoch time: 80.2302551270s, input_fired_time: 1.4792873859, output_fired_time: 0.0000000000, propagate_forward_time: 76.7679824829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9829864502
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       304.70630, best error:       295.98599 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1014.5803833008s, input_fired_time: 12.0144977570, output_fired_time: 11.3264646530, propagate_forward_time: 384.7802124023, propagate_backward_time: 595.3843383789, weight_update_time: 0.9657086134, other_time: 11.0748291016
epoch time: 80.2689285278s, input_fired_time: 1.4638023376, output_fired_time: 0.0000000000, propagate_forward_time: 76.8879165649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9172134399
validation[          , genome 18120] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       313.06708, best error:       295.98599 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1013.1504516602s, input_fired_time: 12.1707735062, output_fired_time: 11.2145156860, propagate_forward_time: 385.5937500000, propagate_backward_time: 592.8510131836, weight_update_time: 0.9825510979, other_time: 11.3203735352
epoch time: 80.4414749146s, input_fired_time: 1.4630069733, output_fired_time: 0.0000000000, propagate_forward_time: 77.0716094971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9068603516
validation[          , genome 18120] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       314.27832, best error:       295.98599 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1007.1510009766s, input_fired_time: 12.0768575668, output_fired_time: 11.1783933640, propagate_forward_time: 383.4833068848, propagate_backward_time: 589.2241210938, weight_update_time: 0.9745960236, other_time: 11.1883544922
epoch time: 80.1156463623s, input_fired_time: 1.4591288567, output_fired_time: 0.0000000000, propagate_forward_time: 76.7539215088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9025955200
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       299.59235, best error:       295.98599 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1007.6136474609s, input_fired_time: 11.9099979401, output_fired_time: 11.1742372513, propagate_forward_time: 383.6563110352, propagate_backward_time: 590.0041503906, weight_update_time: 0.9616369009, other_time: 10.8689575195
epoch time: 79.4407043457s, input_fired_time: 1.4592694044, output_fired_time: 0.0000000000, propagate_forward_time: 76.0653228760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9161148071
validation[          , genome 18120] predictions:    9908/  10000 (99.08%), best:    9909/10000 (99.09%), error:       297.88022, best error:       295.98599 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1004.5994262695s, input_fired_time: 11.8694763184, output_fired_time: 11.1312532425, propagate_forward_time: 382.7328491211, propagate_backward_time: 588.0940551758, weight_update_time: 0.9570044279, other_time: 10.7718505859
epoch time: 79.8764343262s, input_fired_time: 1.4601857662, output_fired_time: 0.0000000000, propagate_forward_time: 76.5221099854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8941421509
validation[          , genome 18120] predictions:    9893/  10000 (98.93%), best:    9909/10000 (99.09%), error:       345.67419, best error:       295.98599 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1007.2343750000s, input_fired_time: 12.1621837616, output_fired_time: 11.1887474060, propagate_forward_time: 383.4002380371, propagate_backward_time: 589.1521606445, weight_update_time: 0.9796288610, other_time: 11.3311157227
epoch time: 80.2714004517s, input_fired_time: 1.4862478971, output_fired_time: 0.0000000000, propagate_forward_time: 76.7797698975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0053863525
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       288.74875, best error:       288.74875 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1010.7755737305s, input_fired_time: 11.9026689529, output_fired_time: 11.2109470367, propagate_forward_time: 384.8091125488, propagate_backward_time: 592.0686645508, weight_update_time: 0.9617624879, other_time: 10.7842407227
epoch time: 79.8790817261s, input_fired_time: 1.4655134678, output_fired_time: 0.0000000000, propagate_forward_time: 76.4878158569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9257507324
validation[          , genome 18120] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       288.63165, best error:       288.63165 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1009.7615966797s, input_fired_time: 11.9798593521, output_fired_time: 11.1711854935, propagate_forward_time: 385.1602783203, propagate_backward_time: 590.5585937500, weight_update_time: 0.9633769393, other_time: 10.8916625977
epoch time: 79.7639923096s, input_fired_time: 1.4632515907, output_fired_time: 0.0000000000, propagate_forward_time: 76.3959121704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9048309326
validation[          , genome 18120] predictions:    9895/  10000 (98.95%), best:    9908/10000 (99.08%), error:       305.90363, best error:       288.63165 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1011.5708007813s, input_fired_time: 11.9643783569, output_fired_time: 11.1995334625, propagate_forward_time: 385.9835815430, propagate_backward_time: 591.6165771484, weight_update_time: 0.9629236460, other_time: 10.8067626953
epoch time: 80.1551742554s, input_fired_time: 1.4664546251, output_fired_time: 0.0000000000, propagate_forward_time: 76.7890548706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996658325
validation[          , genome 18120] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       313.49173, best error:       288.63165 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1008.5217895508s, input_fired_time: 11.9173812866, output_fired_time: 11.1966209412, propagate_forward_time: 384.0805664063, propagate_backward_time: 590.5095214844, weight_update_time: 0.9607349634, other_time: 10.8177490234
epoch time: 80.1217041016s, input_fired_time: 1.4616476297, output_fired_time: 0.0000000000, propagate_forward_time: 76.7579116821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9021453857
validation[          , genome 18120] predictions:    9917/  10000 (99.17%), best:    9908/10000 (99.08%), error:       291.95764, best error:       288.63165 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1009.9696655273s, input_fired_time: 12.0507574081, output_fired_time: 11.2432527542, propagate_forward_time: 384.7765502930, propagate_backward_time: 590.8332519531, weight_update_time: 0.9730433822, other_time: 11.0658569336
epoch time: 80.7080764771s, input_fired_time: 1.4947835207, output_fired_time: 0.0000000000, propagate_forward_time: 77.1984481812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0148468018
validation[          , genome 18120] predictions:    9912/  10000 (99.12%), best:    9908/10000 (99.08%), error:       294.09534, best error:       288.63165 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1011.3756713867s, input_fired_time: 11.9757022858, output_fired_time: 11.2295055389, propagate_forward_time: 385.0134582520, propagate_backward_time: 592.2838745117, weight_update_time: 0.9641700387, other_time: 10.8731079102
epoch time: 80.0162506104s, input_fired_time: 1.4690840244, output_fired_time: 0.0000000000, propagate_forward_time: 76.6266098022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9205551147
validation[          , genome 18120] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       282.30930, best error:       282.30930 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1011.6716918945s, input_fired_time: 11.9751558304, output_fired_time: 11.2328081131, propagate_forward_time: 385.1547851563, propagate_backward_time: 592.4501342773, weight_update_time: 0.9665089250, other_time: 10.8588256836
epoch time: 80.1208877563s, input_fired_time: 1.4686622620, output_fired_time: 0.0000000000, propagate_forward_time: 76.7650375366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8871841431
validation[          , genome 18120] predictions:    9897/  10000 (98.97%), best:    9917/10000 (99.17%), error:       313.42532, best error:       282.30930 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1012.5435180664s, input_fired_time: 12.0963239670, output_fired_time: 11.2031898499, propagate_forward_time: 384.6153564453, propagate_backward_time: 593.5223999023, weight_update_time: 0.9752890468, other_time: 11.1062622070
epoch time: 80.7097396851s, input_fired_time: 1.4708224535, output_fired_time: 0.0000000000, propagate_forward_time: 77.3243484497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9145660400
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9917/10000 (99.17%), error:       299.74081, best error:       282.30930 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1007.9061279297s, input_fired_time: 11.9232721329, output_fired_time: 11.1971254349, propagate_forward_time: 384.0640258789, propagate_backward_time: 589.9395141602, weight_update_time: 0.9574846625, other_time: 10.7821655273
epoch time: 79.9677276611s, input_fired_time: 1.4587658644, output_fired_time: 0.0000000000, propagate_forward_time: 76.6028594971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9061050415
validation[          , genome 18120] predictions:    9896/  10000 (98.96%), best:    9917/10000 (99.17%), error:       322.93967, best error:       282.30930 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1008.3577270508s, input_fired_time: 12.0211133957, output_fired_time: 11.1878309250, propagate_forward_time: 383.9339904785, propagate_backward_time: 590.2368774414, weight_update_time: 0.9657220244, other_time: 10.9779663086
epoch time: 79.8301925659s, input_fired_time: 1.4627074003, output_fired_time: 0.0000000000, propagate_forward_time: 76.4634170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9040679932
validation[          , genome 18120] predictions:    9905/  10000 (99.05%), best:    9917/10000 (99.17%), error:       290.01254, best error:       282.30930 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1012.0427856445s, input_fired_time: 11.9777965546, output_fired_time: 11.2328758240, propagate_forward_time: 385.7999877930, propagate_backward_time: 592.1892089844, weight_update_time: 0.9619272947, other_time: 10.8429565430
epoch time: 80.5769958496s, input_fired_time: 1.4707149267, output_fired_time: 0.0000000000, propagate_forward_time: 77.2038726807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9024047852
validation[          , genome 18120] predictions:    9914/  10000 (99.14%), best:    9917/10000 (99.17%), error:       283.56497, best error:       282.30930 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1010.1241455078s, input_fired_time: 12.0201196671, output_fired_time: 11.2192564011, propagate_forward_time: 384.4601440430, propagate_backward_time: 591.4237670898, weight_update_time: 0.9711123109, other_time: 11.0008544922
epoch time: 80.0458068848s, input_fired_time: 1.4665235281, output_fired_time: 0.0000000000, propagate_forward_time: 76.6810073853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8982772827
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9917/10000 (99.17%), error:       289.99924, best error:       282.30930 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1009.2764892578s, input_fired_time: 12.0207300186, output_fired_time: 11.2207956314, propagate_forward_time: 384.3013916016, propagate_backward_time: 590.7489013672, weight_update_time: 0.9690614343, other_time: 10.9846191406
epoch time: 79.8841018677s, input_fired_time: 1.4641392231, output_fired_time: 0.0000000000, propagate_forward_time: 76.5124588013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9075012207
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9917/10000 (99.17%), error:       287.61182, best error:       282.30930 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1008.0474243164s, input_fired_time: 12.1688346863, output_fired_time: 11.1973953247, propagate_forward_time: 383.5586547852, propagate_backward_time: 589.8211669922, weight_update_time: 0.9820339084, other_time: 11.3013916016
epoch time: 80.1429672241s, input_fired_time: 1.4900565147, output_fired_time: 0.0000000000, propagate_forward_time: 76.6456680298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0072402954
validation[          , genome 18120] predictions:    9912/  10000 (99.12%), best:    9917/10000 (99.17%), error:       283.43213, best error:       282.30930 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1010.2421875000s, input_fired_time: 12.0078134537, output_fired_time: 11.2263345718, propagate_forward_time: 384.6323242188, propagate_backward_time: 591.4060668945, weight_update_time: 0.9663253427, other_time: 10.9696655273
epoch time: 79.7996597290s, input_fired_time: 1.4915699959, output_fired_time: 0.0000000000, propagate_forward_time: 76.2925720215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0155181885
validation[          , genome 18120] predictions:    9913/  10000 (99.13%), best:    9917/10000 (99.17%), error:       287.54105, best error:       282.30930 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1010.7688598633s, input_fired_time: 12.0067205429, output_fired_time: 11.2041263580, propagate_forward_time: 384.9095764160, propagate_backward_time: 591.6818847656, weight_update_time: 0.9681379199, other_time: 10.9665527344
epoch time: 80.2502975464s, input_fired_time: 1.4656665325, output_fired_time: 0.0000000000, propagate_forward_time: 76.8840484619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9005813599
validation[          , genome 18120] predictions:    9916/  10000 (99.16%), best:    9917/10000 (99.17%), error:       283.40842, best error:       282.30930 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1009.1358642578s, input_fired_time: 11.9647121429, output_fired_time: 11.1860589981, propagate_forward_time: 384.0588684082, propagate_backward_time: 591.0802612305, weight_update_time: 0.9640491009, other_time: 10.8460083008
epoch time: 80.6521224976s, input_fired_time: 1.5084638596, output_fired_time: 0.0000000000, propagate_forward_time: 77.1419143677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0017471313
validation[          , genome 18120] predictions:    9909/  10000 (99.09%), best:    9917/10000 (99.17%), error:       285.48819, best error:       282.30930 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1010.3842163086s, input_fired_time: 12.2116622925, output_fired_time: 11.2150068283, propagate_forward_time: 384.5523376465, propagate_backward_time: 591.0199584961, weight_update_time: 0.9867228270, other_time: 11.3851928711
epoch time: 80.6654815674s, input_fired_time: 1.4990767241, output_fired_time: 0.0000000000, propagate_forward_time: 77.1577148438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0086898804
validation[          , genome 18120] predictions:    9914/  10000 (99.14%), best:    9917/10000 (99.17%), error:       285.70850, best error:       282.30930 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1011.8978881836s, input_fired_time: 12.2010879517, output_fired_time: 11.2371330261, propagate_forward_time: 385.1631774902, propagate_backward_time: 592.0524291992, weight_update_time: 0.9801275134, other_time: 11.2440795898
epoch time: 80.5897369385s, input_fired_time: 1.4744273424, output_fired_time: 0.0000000000, propagate_forward_time: 77.2159042358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8994064331
validation[          , genome 18120] predictions:    9897/  10000 (98.97%), best:    9917/10000 (99.17%), error:       304.17700, best error:       282.30930 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1008.7630615234s, input_fired_time: 12.1063270569, output_fired_time: 11.1999034882, propagate_forward_time: 384.1283569336, propagate_backward_time: 590.1515502930, weight_update_time: 0.9767194390, other_time: 11.1769409180
epoch time: 80.1007919312s, input_fired_time: 1.4934118986, output_fired_time: 0.0000000000, propagate_forward_time: 76.6001815796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0072021484
validation[          , genome 18120] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       280.52209, best error:       280.52209 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1010.8504638672s, input_fired_time: 11.9756164551, output_fired_time: 11.2180395126, propagate_forward_time: 385.3074645996, propagate_backward_time: 591.5138549805, weight_update_time: 0.9651424885, other_time: 10.8355102539
epoch time: 80.3101730347s, input_fired_time: 1.4907073975, output_fired_time: 0.0000000000, propagate_forward_time: 76.8242568970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9952087402
validation[          , genome 18120] predictions:    9915/  10000 (99.15%), best:    9912/10000 (99.12%), error:       287.49670, best error:       280.52209 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1008.3341064453s, input_fired_time: 11.9937086105, output_fired_time: 11.1924953461, propagate_forward_time: 383.9448547363, propagate_backward_time: 590.2906494141, weight_update_time: 0.9607379436, other_time: 10.9123535156
epoch time: 80.3878479004s, input_fired_time: 1.4713780880, output_fired_time: 0.0000000000, propagate_forward_time: 77.0209197998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8955535889
validation[          , genome 18120] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       286.15936, best error:       280.52209 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1009.4933471680s, input_fired_time: 12.0660791397, output_fired_time: 11.2048997879, propagate_forward_time: 384.3159790039, propagate_backward_time: 590.8433837891, weight_update_time: 0.9740608335, other_time: 11.0629882813
epoch time: 80.1341857910s, input_fired_time: 1.4984542131, output_fired_time: 0.0000000000, propagate_forward_time: 76.6239318848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0118026733
validation[          , genome 18120] predictions:    9910/  10000 (99.10%), best:    9912/10000 (99.12%), error:       287.80078, best error:       280.52209 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1009.4976806641s, input_fired_time: 12.1480541229, output_fired_time: 11.2141304016, propagate_forward_time: 384.2378845215, propagate_backward_time: 590.7060546875, weight_update_time: 0.9750789404, other_time: 11.1915283203
epoch time: 80.5062103271s, input_fired_time: 1.5004286766, output_fired_time: 0.0000000000, propagate_forward_time: 77.0028839111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0028991699
validation[          , genome 18120] predictions:    9922/  10000 (99.22%), best:    9922/10000 (99.22%), error:       279.85391, best error:       279.85391 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1013.8994140625s, input_fired_time: 12.2371377945, output_fired_time: 11.2690591812, propagate_forward_time: 385.7692260742, propagate_backward_time: 593.2678833008, weight_update_time: 0.9891409278, other_time: 11.3561401367
epoch time: 80.7349472046s, input_fired_time: 1.4994621277, output_fired_time: 0.0000000000, propagate_forward_time: 77.2209777832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0145111084
validation[          , genome 18120] predictions:    9918/  10000 (99.18%), best:    9922/10000 (99.22%), error:       281.14212, best error:       279.85391 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1005.5885620117s, input_fired_time: 11.9145689011, output_fired_time: 11.1375885010, propagate_forward_time: 382.9121398926, propagate_backward_time: 588.8391723633, weight_update_time: 0.9602760077, other_time: 10.7850952148
epoch time: 80.1371688843s, input_fired_time: 1.4711859226, output_fired_time: 0.0000000000, propagate_forward_time: 76.7632827759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9027023315
validation[          , genome 18120] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       275.69537, best error:       275.69537 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1011.3253173828s, input_fired_time: 12.1358661652, output_fired_time: 11.2101840973, propagate_forward_time: 384.3153381348, propagate_backward_time: 592.4995117188, weight_update_time: 0.9794448614, other_time: 11.1644287109
epoch time: 80.3072967529s, input_fired_time: 1.4994075298, output_fired_time: 0.0000000000, propagate_forward_time: 76.7929916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0149002075
validation[          , genome 18120] predictions:    9918/  10000 (99.18%), best:    9915/10000 (99.15%), error:       281.24298, best error:       275.69537 on epoch:    99, 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: 401.2316894531s, input_fired_time: 7.4197955132, output_fired_time: 0.0000000000, propagate_forward_time: 384.0917968750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.7200927734
best training[          , genome 18120] predictions:   50000/  50000 (100.00%), best:    9915/10000 (99.15%), error:        82.09432, best error:       275.69537 on epoch:    99, 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: 80.2951049805s, input_fired_time: 1.4622879028, output_fired_time: 0.0000000000, propagate_forward_time: 76.9266815186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9061355591
   testing[          , genome 18120] predictions:    9917/  10000 (99.17%), best:    9915/10000 (99.15%), error:       252.10036, best error:       275.69537 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:10:03 (3764): called boinc_finish(0)

</stderr_txt>
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