Nameexact_genome_1512568488_42_6629_0
Workunit2604346
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline19 Dec 2017, 13:54:03 UTC
Received8 Dec 2017, 2:33:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time3 hours 16 min 47 sec
CPU time3 hours 16 min 1 sec
Validate stateValid
Credit2,925.90
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 107.3213043213s, input_fired_time: 1.4646818638, output_fired_time: 0.9214012027, propagate_forward_time: 42.6749954224, propagate_backward_time: 59.9733276367, weight_update_time: 0.1311846972, other_time: 2.2868957520
epoch time: 8.9949522018s, input_fired_time: 0.1527716815, output_fired_time: 0.0000000000, propagate_forward_time: 8.4637336731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784465790
validation[          , genome  6629] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       690.03314, best error:       690.03314 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 106.3093185425s, input_fired_time: 1.4417184591, output_fired_time: 0.9036061168, propagate_forward_time: 42.4589042664, propagate_backward_time: 59.3346786499, weight_update_time: 0.1217224821, other_time: 2.1704139709
epoch time: 9.0375261307s, input_fired_time: 0.1541308910, output_fired_time: 0.0000000000, propagate_forward_time: 8.5094366074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739585876
validation[          , genome  6629] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       823.35065, best error:       690.03314 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 106.4633483887s, input_fired_time: 1.4507752657, output_fired_time: 0.9076543450, propagate_forward_time: 42.5537071228, propagate_backward_time: 59.3697319031, weight_update_time: 0.1226132587, other_time: 2.1814804077
epoch time: 9.0029468536s, input_fired_time: 0.1555189788, output_fired_time: 0.0000000000, propagate_forward_time: 8.4711103439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763179779
validation[          , genome  6629] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       820.55109, best error:       690.03314 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 106.6607055664s, input_fired_time: 1.4853608608, output_fired_time: 0.9172990918, propagate_forward_time: 42.4768218994, propagate_backward_time: 59.5384140015, weight_update_time: 0.1286539584, other_time: 2.2428131104
epoch time: 9.0285768509s, input_fired_time: 0.1587702781, output_fired_time: 0.0000000000, propagate_forward_time: 8.4840354919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857707977
validation[          , genome  6629] predictions:    9708/  10000 (97.08%), best:    9782/10000 (97.82%), error:       960.40198, best error:       690.03314 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 106.9490966797s, input_fired_time: 1.4679194689, output_fired_time: 0.9405934811, propagate_forward_time: 42.5520401001, propagate_backward_time: 59.7485389709, weight_update_time: 0.1285534650, other_time: 2.2400093079
epoch time: 9.0873117447s, input_fired_time: 0.1616085768, output_fired_time: 0.0000000000, propagate_forward_time: 8.5374460220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882570267
validation[          , genome  6629] predictions:    9740/  10000 (97.40%), best:    9782/10000 (97.82%), error:       878.03735, best error:       690.03314 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.8642654419s, input_fired_time: 1.4753520489, output_fired_time: 0.9131581187, propagate_forward_time: 42.5533218384, propagate_backward_time: 59.6658554077, weight_update_time: 0.1293849200, other_time: 2.2565841675
epoch time: 9.0992488861s, input_fired_time: 0.1534768343, output_fired_time: 0.0000000000, propagate_forward_time: 8.5578517914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879203796
validation[          , genome  6629] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       875.52563, best error:       690.03314 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.9263763428s, input_fired_time: 1.4889514446, output_fired_time: 0.9164445996, propagate_forward_time: 42.5788841248, propagate_backward_time: 59.6658134460, weight_update_time: 0.1321516782, other_time: 2.2762832642
epoch time: 9.0292901993s, input_fired_time: 0.1591971666, output_fired_time: 0.0000000000, propagate_forward_time: 8.4827699661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873233795
validation[          , genome  6629] predictions:    9785/  10000 (97.85%), best:    9782/10000 (97.82%), error:       746.09906, best error:       690.03314 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 106.5190811157s, input_fired_time: 1.4542422295, output_fired_time: 0.9094973207, propagate_forward_time: 42.4979476929, propagate_backward_time: 59.4464836121, weight_update_time: 0.1246225163, other_time: 2.2109107971
epoch time: 9.0028638840s, input_fired_time: 0.1588782668, output_fired_time: 0.0000000000, propagate_forward_time: 8.4574537277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865318298
validation[          , genome  6629] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       827.72919, best error:       690.03314 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 107.5805816650s, input_fired_time: 1.4797899723, output_fired_time: 0.9220517874, propagate_forward_time: 42.7211608887, propagate_backward_time: 60.2093925476, weight_update_time: 0.1281767040, other_time: 2.2481880188
epoch time: 8.9813575745s, input_fired_time: 0.1554420143, output_fired_time: 0.0000000000, propagate_forward_time: 8.4492549896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766603470
validation[          , genome  6629] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       814.85962, best error:       690.03314 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 107.6082916260s, input_fired_time: 1.4889731407, output_fired_time: 0.9214094877, propagate_forward_time: 42.9122161865, propagate_backward_time: 60.0587158203, weight_update_time: 0.1264916211, other_time: 2.2269744873
epoch time: 9.2791213989s, input_fired_time: 0.1924074739, output_fired_time: 0.0000000000, propagate_forward_time: 8.6931209564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935928345
validation[          , genome  6629] predictions:    9713/  10000 (97.13%), best:    9782/10000 (97.82%), error:       929.24097, best error:       690.03314 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 107.0127334595s, input_fired_time: 1.4717084169, output_fired_time: 0.9243069887, propagate_forward_time: 42.5764389038, propagate_backward_time: 59.7843818665, weight_update_time: 0.1283400953, other_time: 2.2558937073
epoch time: 9.0090961456s, input_fired_time: 0.1593490541, output_fired_time: 0.0000000000, propagate_forward_time: 8.4632053375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865413666
validation[          , genome  6629] predictions:    9704/  10000 (97.04%), best:    9782/10000 (97.82%), error:       944.33765, best error:       690.03314 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.1156158447s, input_fired_time: 1.4825637341, output_fired_time: 0.9226430058, propagate_forward_time: 42.7443199158, propagate_backward_time: 59.7044982910, weight_update_time: 0.1310722530, other_time: 2.2615852356
epoch time: 9.0292940140s, input_fired_time: 0.1570954472, output_fired_time: 0.0000000000, propagate_forward_time: 8.4896650314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825330734
validation[          , genome  6629] predictions:    9767/  10000 (97.67%), best:    9782/10000 (97.82%), error:       752.25702, best error:       690.03314 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.1642074585s, input_fired_time: 1.4827774763, output_fired_time: 0.9151661396, propagate_forward_time: 42.5655555725, propagate_backward_time: 59.9263381958, weight_update_time: 0.1304410696, other_time: 2.2743644714
epoch time: 9.1070594788s, input_fired_time: 0.1614294797, output_fired_time: 0.0000000000, propagate_forward_time: 8.5494050980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962249756
validation[          , genome  6629] predictions:    9723/  10000 (97.23%), best:    9782/10000 (97.82%), error:       909.68628, best error:       690.03314 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 106.9533233643s, input_fired_time: 1.5021836758, output_fired_time: 0.9156751037, propagate_forward_time: 42.5840454102, propagate_backward_time: 59.6824874878, weight_update_time: 0.1322099119, other_time: 2.2689361572
epoch time: 9.0331916809s, input_fired_time: 0.1615095735, output_fired_time: 0.0000000000, propagate_forward_time: 8.4831104279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885717392
validation[          , genome  6629] predictions:    9715/  10000 (97.15%), best:    9782/10000 (97.82%), error:       984.97607, best error:       690.03314 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.2019500732s, input_fired_time: 1.4842073917, output_fired_time: 0.9408363700, propagate_forward_time: 42.7618293762, propagate_backward_time: 59.7483634949, weight_update_time: 0.1300766170, other_time: 2.2667160034
epoch time: 9.0808601379s, input_fired_time: 0.1638507098, output_fired_time: 0.0000000000, propagate_forward_time: 8.5258464813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911628723
validation[          , genome  6629] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       829.39264, best error:       690.03314 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 106.9430694580s, input_fired_time: 1.4758166075, output_fired_time: 0.9149902463, propagate_forward_time: 42.6106834412, propagate_backward_time: 59.6883087158, weight_update_time: 0.1286002249, other_time: 2.2532691956
epoch time: 9.0927000046s, input_fired_time: 0.1634077281, output_fired_time: 0.0000000000, propagate_forward_time: 8.5368814468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924112320
validation[          , genome  6629] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       688.44659, best error:       688.44659 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.1731414795s, input_fired_time: 1.4850107431, output_fired_time: 0.9151828289, propagate_forward_time: 42.7422447205, propagate_backward_time: 59.7824478149, weight_update_time: 0.1286628991, other_time: 2.2482566833
epoch time: 9.1427068710s, input_fired_time: 0.1597371250, output_fired_time: 0.0000000000, propagate_forward_time: 8.5964450836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865242004
validation[          , genome  6629] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       685.54395, best error:       685.54395 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.6527633667s, input_fired_time: 1.4847280979, output_fired_time: 0.9220615625, propagate_forward_time: 43.0721397400, propagate_backward_time: 59.9430809021, weight_update_time: 0.1277659535, other_time: 2.2307586670
epoch time: 9.0592117310s, input_fired_time: 0.1647435427, output_fired_time: 0.0000000000, propagate_forward_time: 8.5014991760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929691315
validation[          , genome  6629] predictions:    9752/  10000 (97.52%), best:    9785/10000 (97.85%), error:       784.91626, best error:       685.54395 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 106.9759979248s, input_fired_time: 1.4989441633, output_fired_time: 0.9179381132, propagate_forward_time: 42.5625038147, propagate_backward_time: 59.7261581421, weight_update_time: 0.1324453503, other_time: 2.2704505920
epoch time: 9.0607814789s, input_fired_time: 0.1646597087, output_fired_time: 0.0000000000, propagate_forward_time: 8.5041389465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919830322
validation[          , genome  6629] predictions:    9715/  10000 (97.15%), best:    9785/10000 (97.85%), error:       933.69702, best error:       685.54395 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.2460632324s, input_fired_time: 1.4999634027, output_fired_time: 0.9171189070, propagate_forward_time: 42.7779502869, propagate_backward_time: 59.7810592651, weight_update_time: 0.1308695227, other_time: 2.2699699402
epoch time: 9.0689983368s, input_fired_time: 0.1635155529, output_fired_time: 0.0000000000, propagate_forward_time: 8.5147094727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907737732
validation[          , genome  6629] predictions:    9774/  10000 (97.74%), best:    9785/10000 (97.85%), error:       730.31873, best error:       685.54395 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.2381362915s, input_fired_time: 1.4740917683, output_fired_time: 0.9152024984, propagate_forward_time: 42.7469940186, propagate_backward_time: 59.8754119873, weight_update_time: 0.1246528253, other_time: 2.2264404297
epoch time: 9.1669807434s, input_fired_time: 0.1658648998, output_fired_time: 0.0000000000, propagate_forward_time: 8.6139898300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871259689
validation[          , genome  6629] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       787.98749, best error:       685.54395 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.0240554810s, input_fired_time: 1.4686551094, output_fired_time: 0.9456824660, propagate_forward_time: 42.6123199463, propagate_backward_time: 59.7585334778, weight_update_time: 0.1249458119, other_time: 2.2388648987
epoch time: 9.0132493973s, input_fired_time: 0.1641964316, output_fired_time: 0.0000000000, propagate_forward_time: 8.4736833572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753700256
validation[          , genome  6629] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       773.34113, best error:       685.54395 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.2703628540s, input_fired_time: 1.4835615158, output_fired_time: 0.9193453193, propagate_forward_time: 42.7953414917, propagate_backward_time: 59.8099632263, weight_update_time: 0.1326309443, other_time: 2.2621574402
epoch time: 9.1056795120s, input_fired_time: 0.1667080671, output_fired_time: 0.0000000000, propagate_forward_time: 8.5392217636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997497559
validation[          , genome  6629] predictions:    9740/  10000 (97.40%), best:    9785/10000 (97.85%), error:       831.66608, best error:       685.54395 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 107.2421951294s, input_fired_time: 1.4768441916, output_fired_time: 0.9160826802, propagate_forward_time: 42.6457672119, propagate_backward_time: 59.9612503052, weight_update_time: 0.1261920631, other_time: 2.2422485352
epoch time: 9.1010007858s, input_fired_time: 0.1665236950, output_fired_time: 0.0000000000, propagate_forward_time: 8.5408878326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935890198
validation[          , genome  6629] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       705.56805, best error:       685.54395 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.2988967896s, input_fired_time: 1.5156000853, output_fired_time: 0.9199844599, propagate_forward_time: 42.7017822266, propagate_backward_time: 59.8681297302, weight_update_time: 0.1312293261, other_time: 2.2933998108
epoch time: 9.0500516891s, input_fired_time: 0.1640911996, output_fired_time: 0.0000000000, propagate_forward_time: 8.4904241562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955364227
validation[          , genome  6629] predictions:    9789/  10000 (97.89%), best:    9785/10000 (97.85%), error:       706.37762, best error:       685.54395 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 107.5653762817s, input_fired_time: 1.4918451309, output_fired_time: 0.9385662079, propagate_forward_time: 42.8232727051, propagate_backward_time: 60.0627326965, weight_update_time: 0.1285072863, other_time: 2.2489585876
epoch time: 9.0731363297s, input_fired_time: 0.1607149541, output_fired_time: 0.0000000000, propagate_forward_time: 8.5264654160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859558105
validation[          , genome  6629] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       699.05768, best error:       685.54395 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.2106704712s, input_fired_time: 1.5048391819, output_fired_time: 0.9206423759, propagate_forward_time: 42.7083396912, propagate_backward_time: 59.8090553284, weight_update_time: 0.1296857595, other_time: 2.2677993774
epoch time: 9.0755701065s, input_fired_time: 0.1646221727, output_fired_time: 0.0000000000, propagate_forward_time: 8.5214033127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895444870
validation[          , genome  6629] predictions:    9724/  10000 (97.24%), best:    9785/10000 (97.85%), error:       937.68890, best error:       685.54395 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 106.7511138916s, input_fired_time: 1.4747313261, output_fired_time: 0.9278834462, propagate_forward_time: 42.3922920227, propagate_backward_time: 59.7671737671, weight_update_time: 0.1237798855, other_time: 2.1890296936
epoch time: 9.1944789886s, input_fired_time: 0.1679217815, output_fired_time: 0.0000000000, propagate_forward_time: 8.6309175491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956394196
validation[          , genome  6629] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       755.26660, best error:       685.54395 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.5726699829s, input_fired_time: 1.4786795378, output_fired_time: 0.9147245288, propagate_forward_time: 42.4466896057, propagate_backward_time: 59.5166931152, weight_update_time: 0.1254898161, other_time: 2.2158851624
epoch time: 9.1431055069s, input_fired_time: 0.1688908041, output_fired_time: 0.0000000000, propagate_forward_time: 8.5856704712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885440826
validation[          , genome  6629] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       679.49341, best error:       679.49341 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.0250854492s, input_fired_time: 1.4944531918, output_fired_time: 0.9207382202, propagate_forward_time: 42.6780891418, propagate_backward_time: 59.6781120300, weight_update_time: 0.1296466738, other_time: 2.2536926270
epoch time: 9.1501846313s, input_fired_time: 0.1690826118, output_fired_time: 0.0000000000, propagate_forward_time: 8.5824985504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986034393
validation[          , genome  6629] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       729.37109, best error:       679.49341 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 106.8132476807s, input_fired_time: 1.4857643843, output_fired_time: 0.9323146343, propagate_forward_time: 42.5538291931, propagate_backward_time: 59.6287193298, weight_update_time: 0.1236054003, other_time: 2.2126235962
epoch time: 9.1623687744s, input_fired_time: 0.1662672609, output_fired_time: 0.0000000000, propagate_forward_time: 8.6070823669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890190125
validation[          , genome  6629] predictions:    9663/  10000 (96.63%), best:    9786/10000 (97.86%), error:      1088.60645, best error:       679.49341 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.2574539185s, input_fired_time: 1.5146284103, output_fired_time: 0.9279944301, propagate_forward_time: 42.7570648193, propagate_backward_time: 59.7841300964, weight_update_time: 0.1315979064, other_time: 2.2736396790
epoch time: 9.0705356598s, input_fired_time: 0.1670023203, output_fired_time: 0.0000000000, propagate_forward_time: 8.5113554001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921775818
validation[          , genome  6629] predictions:    9751/  10000 (97.51%), best:    9786/10000 (97.86%), error:       766.28461, best error:       679.49341 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 107.2724609375s, input_fired_time: 1.5004416704, output_fired_time: 0.9221597314, propagate_forward_time: 42.7940101624, propagate_backward_time: 59.8197250366, weight_update_time: 0.1264666468, other_time: 2.2361259460
epoch time: 9.0807991028s, input_fired_time: 0.1617789268, output_fired_time: 0.0000000000, propagate_forward_time: 8.5262098312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928098679
validation[          , genome  6629] predictions:    9785/  10000 (97.85%), best:    9786/10000 (97.86%), error:       717.71045, best error:       679.49341 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 106.9004058838s, input_fired_time: 1.4759460688, output_fired_time: 0.9237441421, propagate_forward_time: 42.6018333435, propagate_backward_time: 59.6636962891, weight_update_time: 0.1314968765, other_time: 2.2351875305
epoch time: 9.0797767639s, input_fired_time: 0.1608110517, output_fired_time: 0.0000000000, propagate_forward_time: 8.5390825272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798828125
validation[          , genome  6629] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       727.93872, best error:       679.49341 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.1663665771s, input_fired_time: 1.4790862799, output_fired_time: 0.9238008261, propagate_forward_time: 42.8243865967, propagate_backward_time: 59.7129096985, weight_update_time: 0.1250478625, other_time: 2.2261848450
epoch time: 9.3208456039s, input_fired_time: 0.1656928807, output_fired_time: 0.0000000000, propagate_forward_time: 8.7573251724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978271484
validation[          , genome  6629] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       790.40851, best error:       679.49341 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 107.1547698975s, input_fired_time: 1.5077425241, output_fired_time: 0.9199846983, propagate_forward_time: 42.5414428711, propagate_backward_time: 59.9288406372, weight_update_time: 0.1314972490, other_time: 2.2567596436
epoch time: 9.1140079498s, input_fired_time: 0.1699504554, output_fired_time: 0.0000000000, propagate_forward_time: 8.5512828827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927745819
validation[          , genome  6629] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       802.71765, best error:       679.49341 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.2123489380s, input_fired_time: 1.5125404596, output_fired_time: 0.9175046086, propagate_forward_time: 42.6923255920, propagate_backward_time: 59.8479728699, weight_update_time: 0.1277191192, other_time: 2.2420043945
epoch time: 9.0592899323s, input_fired_time: 0.1609417349, output_fired_time: 0.0000000000, propagate_forward_time: 8.5158157349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825321198
validation[          , genome  6629] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       752.57367, best error:       679.49341 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 106.6983489990s, input_fired_time: 1.4760136604, output_fired_time: 0.9124924541, propagate_forward_time: 42.6051521301, propagate_backward_time: 59.5140342712, weight_update_time: 0.1230474263, other_time: 2.1906585693
epoch time: 9.0911073685s, input_fired_time: 0.1684161425, output_fired_time: 0.0000000000, propagate_forward_time: 8.5381641388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845272064
validation[          , genome  6629] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       711.07629, best error:       679.49341 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 107.5108718872s, input_fired_time: 1.4844527245, output_fired_time: 0.9138287306, propagate_forward_time: 42.6506233215, propagate_backward_time: 60.2267608643, weight_update_time: 0.1265739053, other_time: 2.2352104187
epoch time: 9.1436920166s, input_fired_time: 0.1752203256, output_fired_time: 0.0000000000, propagate_forward_time: 8.5900716782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783998489
validation[          , genome  6629] predictions:    9791/  10000 (97.91%), best:    9786/10000 (97.86%), error:       716.77301, best error:       679.49341 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.0379943848s, input_fired_time: 1.4870736599, output_fired_time: 0.9138605595, propagate_forward_time: 42.5847091675, propagate_backward_time: 59.8182182312, weight_update_time: 0.1278357208, other_time: 2.2341270447
epoch time: 9.0500736237s, input_fired_time: 0.1641912609, output_fired_time: 0.0000000000, propagate_forward_time: 8.4989967346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868856430
validation[          , genome  6629] predictions:    9790/  10000 (97.90%), best:    9786/10000 (97.86%), error:       699.23334, best error:       679.49341 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 106.6991271973s, input_fired_time: 1.4981358051, output_fired_time: 0.9149248004, propagate_forward_time: 42.5938873291, propagate_backward_time: 59.4632415771, weight_update_time: 0.1270182133, other_time: 2.2289352417
epoch time: 9.1305665970s, input_fired_time: 0.1658347994, output_fired_time: 0.0000000000, propagate_forward_time: 8.5769910812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877410889
validation[          , genome  6629] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       706.09998, best error:       679.49341 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.5689620972s, input_fired_time: 1.5059129000, output_fired_time: 0.9305989742, propagate_forward_time: 42.8443984985, propagate_backward_time: 60.0211334229, weight_update_time: 0.1298653483, other_time: 2.2669219971
epoch time: 9.0388097763s, input_fired_time: 0.1672838926, output_fired_time: 0.0000000000, propagate_forward_time: 8.4828386307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886871338
validation[          , genome  6629] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       657.71320, best error:       657.71320 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.3067932129s, input_fired_time: 1.4931352139, output_fired_time: 0.9142023325, propagate_forward_time: 42.6536941528, propagate_backward_time: 60.0243377686, weight_update_time: 0.1270806193, other_time: 2.2214279175
epoch time: 9.0912599564s, input_fired_time: 0.1687992811, output_fired_time: 0.0000000000, propagate_forward_time: 8.5280361176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944244385
validation[          , genome  6629] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       680.45593, best error:       657.71320 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.2874755859s, input_fired_time: 1.4940856695, output_fired_time: 0.9153884649, propagate_forward_time: 42.6712341309, propagate_backward_time: 59.9786415100, weight_update_time: 0.1278155744, other_time: 2.2281227112
epoch time: 9.0541877747s, input_fired_time: 0.1643388569, output_fired_time: 0.0000000000, propagate_forward_time: 8.5003795624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894691467
validation[          , genome  6629] predictions:    9764/  10000 (97.64%), best:    9796/10000 (97.96%), error:       752.67987, best error:       657.71320 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 107.3614196777s, input_fired_time: 1.5109428167, output_fired_time: 0.9169011712, propagate_forward_time: 42.6336402893, propagate_backward_time: 60.0057296753, weight_update_time: 0.1306195408, other_time: 2.2942085266
epoch time: 9.0029258728s, input_fired_time: 0.1594930589, output_fired_time: 0.0000000000, propagate_forward_time: 8.4679956436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754367828
validation[          , genome  6629] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       759.74872, best error:       657.71320 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 107.3588638306s, input_fired_time: 1.4999977350, output_fired_time: 0.9317766428, propagate_forward_time: 42.6573600769, propagate_backward_time: 60.0393829346, weight_update_time: 0.1272939742, other_time: 2.2303428650
epoch time: 9.2568273544s, input_fired_time: 0.1692035496, output_fired_time: 0.0000000000, propagate_forward_time: 8.6919298172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956937790
validation[          , genome  6629] predictions:    9759/  10000 (97.59%), best:    9796/10000 (97.96%), error:       730.70459, best error:       657.71320 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.7869567871s, input_fired_time: 1.5133037567, output_fired_time: 0.9254817963, propagate_forward_time: 42.9192504883, propagate_backward_time: 60.1303215027, weight_update_time: 0.1291715950, other_time: 2.2985954285
epoch time: 9.0539007187s, input_fired_time: 0.1623119414, output_fired_time: 0.0000000000, propagate_forward_time: 8.5114202499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801689148
validation[          , genome  6629] predictions:    9766/  10000 (97.66%), best:    9796/10000 (97.96%), error:       797.80591, best error:       657.71320 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 107.1982192993s, input_fired_time: 1.5035837889, output_fired_time: 0.9166706800, propagate_forward_time: 42.7932014465, propagate_backward_time: 59.7648468018, weight_update_time: 0.1267865747, other_time: 2.2199134827
epoch time: 8.9947652817s, input_fired_time: 0.1602623612, output_fired_time: 0.0000000000, propagate_forward_time: 8.4569540024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775491714
validation[          , genome  6629] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       721.75055, best error:       657.71320 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 107.3945846558s, input_fired_time: 1.5244954824, output_fired_time: 0.9280380607, propagate_forward_time: 42.7083892822, propagate_backward_time: 59.9788246155, weight_update_time: 0.1295267791, other_time: 2.2548332214
epoch time: 9.0995197296s, input_fired_time: 0.1716334075, output_fired_time: 0.0000000000, propagate_forward_time: 8.5332078934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946781158
validation[          , genome  6629] predictions:    9810/  10000 (98.10%), best:    9796/10000 (97.96%), error:       665.07947, best error:       657.71320 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 106.8371276855s, input_fired_time: 1.4984716177, output_fired_time: 0.9169331789, propagate_forward_time: 42.4852409363, propagate_backward_time: 59.7150497437, weight_update_time: 0.1259240359, other_time: 2.2214317322
epoch time: 9.0008115768s, input_fired_time: 0.1620253026, output_fired_time: 0.0000000000, propagate_forward_time: 8.4610509872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777351379
validation[          , genome  6629] predictions:    9792/  10000 (97.92%), best:    9796/10000 (97.96%), error:       709.23822, best error:       657.71320 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.9113922119s, input_fired_time: 1.5049091578, output_fired_time: 0.9205211401, propagate_forward_time: 42.9763031006, propagate_backward_time: 60.1948928833, weight_update_time: 0.1275938153, other_time: 2.3147659302
epoch time: 9.2548074722s, input_fired_time: 0.1661649942, output_fired_time: 0.0000000000, propagate_forward_time: 8.6987771988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898649216
validation[          , genome  6629] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       702.51709, best error:       657.71320 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.5755920410s, input_fired_time: 1.5129339695, output_fired_time: 0.9313501120, propagate_forward_time: 43.4503784180, propagate_backward_time: 61.2074241638, weight_update_time: 0.1278340966, other_time: 2.4735069275
epoch time: 9.5210123062s, input_fired_time: 0.1824204624, output_fired_time: 0.0000000000, propagate_forward_time: 8.8780288696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605627060
validation[          , genome  6629] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       627.91595, best error:       627.91595 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.2655563354s, input_fired_time: 1.5342520475, output_fired_time: 0.9304296374, propagate_forward_time: 42.9530372620, propagate_backward_time: 60.5169792175, weight_update_time: 0.1329567581, other_time: 2.3308639526
epoch time: 9.1735439301s, input_fired_time: 0.1690967381, output_fired_time: 0.0000000000, propagate_forward_time: 8.6042804718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001665115
validation[          , genome  6629] predictions:    9754/  10000 (97.54%), best:    9821/10000 (98.21%), error:       818.52826, best error:       627.91595 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 107.8328857422s, input_fired_time: 1.5266112089, output_fired_time: 0.9257715940, propagate_forward_time: 42.8293457031, propagate_backward_time: 60.2278976440, weight_update_time: 0.1316199452, other_time: 2.3232574463
epoch time: 9.1656675339s, input_fired_time: 0.1731858402, output_fired_time: 0.0000000000, propagate_forward_time: 8.5873146057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051666260
validation[          , genome  6629] predictions:    9761/  10000 (97.61%), best:    9821/10000 (98.21%), error:       745.09338, best error:       627.91595 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.6915893555s, input_fired_time: 1.5191605091, output_fired_time: 0.9236316085, propagate_forward_time: 42.8976020813, propagate_backward_time: 60.0621376038, weight_update_time: 0.1298931390, other_time: 2.2890625000
epoch time: 9.0137300491s, input_fired_time: 0.1613560617, output_fired_time: 0.0000000000, propagate_forward_time: 8.4735755920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787984848
validation[          , genome  6629] predictions:    9799/  10000 (97.99%), best:    9821/10000 (98.21%), error:       660.83594, best error:       627.91595 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.7984771729s, input_fired_time: 1.5091373920, output_fired_time: 0.9268188477, propagate_forward_time: 42.9276504517, propagate_backward_time: 60.1445999146, weight_update_time: 0.1290364265, other_time: 2.2902679443
epoch time: 9.3371076584s, input_fired_time: 0.1748624891, output_fired_time: 0.0000000000, propagate_forward_time: 8.7242650986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379796982
validation[          , genome  6629] predictions:    9795/  10000 (97.95%), best:    9821/10000 (98.21%), error:       712.22986, best error:       627.91595 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.4740829468s, input_fired_time: 1.5133366585, output_fired_time: 0.9213298559, propagate_forward_time: 42.7814445496, propagate_backward_time: 60.0017585754, weight_update_time: 0.1282179356, other_time: 2.2562103271
epoch time: 9.0107393265s, input_fired_time: 0.1646584868, output_fired_time: 0.0000000000, propagate_forward_time: 8.4678153992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782653809
validation[          , genome  6629] predictions:    9804/  10000 (98.04%), best:    9821/10000 (98.21%), error:       661.20508, best error:       627.91595 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.0180053711s, input_fired_time: 1.5449501276, output_fired_time: 0.9165601134, propagate_forward_time: 42.6882324219, propagate_backward_time: 59.6510009766, weight_update_time: 0.1253816932, other_time: 2.2172622681
epoch time: 9.1819972992s, input_fired_time: 0.1719598919, output_fired_time: 0.0000000000, propagate_forward_time: 8.6153783798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946590424
validation[          , genome  6629] predictions:    9779/  10000 (97.79%), best:    9821/10000 (98.21%), error:       743.30817, best error:       627.91595 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.3794326782s, input_fired_time: 1.5072386265, output_fired_time: 0.9170311093, propagate_forward_time: 42.7015609741, propagate_backward_time: 59.9652366638, weight_update_time: 0.1279944628, other_time: 2.2883644104
epoch time: 9.2074470520s, input_fired_time: 0.1739065796, output_fired_time: 0.0000000000, propagate_forward_time: 8.6277589798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057817459
validation[          , genome  6629] predictions:    9778/  10000 (97.78%), best:    9821/10000 (98.21%), error:       710.66113, best error:       627.91595 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 107.4112548828s, input_fired_time: 1.5164607763, output_fired_time: 0.9146506190, propagate_forward_time: 42.6788520813, propagate_backward_time: 60.0824317932, weight_update_time: 0.1265577078, other_time: 2.2188568115
epoch time: 8.9901533127s, input_fired_time: 0.1609641314, output_fired_time: 0.0000000000, propagate_forward_time: 8.4512109756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779783249
validation[          , genome  6629] predictions:    9807/  10000 (98.07%), best:    9821/10000 (98.21%), error:       669.39758, best error:       627.91595 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.8286285400s, input_fired_time: 1.5132712126, output_fired_time: 0.9213614464, propagate_forward_time: 42.8804664612, propagate_backward_time: 60.2465400696, weight_update_time: 0.1272801459, other_time: 2.2669906616
epoch time: 9.1766176224s, input_fired_time: 0.1663248986, output_fired_time: 0.0000000000, propagate_forward_time: 8.6255578995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847351074
validation[          , genome  6629] predictions:    9760/  10000 (97.60%), best:    9821/10000 (98.21%), error:       752.98157, best error:       627.91595 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 108.5956497192s, input_fired_time: 1.5530045033, output_fired_time: 0.9317303896, propagate_forward_time: 43.1769561768, propagate_backward_time: 60.5684127808, weight_update_time: 0.1336695403, other_time: 2.3655471802
epoch time: 9.0147075653s, input_fired_time: 0.1648097187, output_fired_time: 0.0000000000, propagate_forward_time: 8.4735202789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763771057
validation[          , genome  6629] predictions:    9765/  10000 (97.65%), best:    9821/10000 (98.21%), error:       790.73920, best error:       627.91595 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.3124465942s, input_fired_time: 1.5437592268, output_fired_time: 0.9402035475, propagate_forward_time: 43.3401679993, propagate_backward_time: 61.0909156799, weight_update_time: 0.1320119202, other_time: 2.3973999023
epoch time: 9.0116930008s, input_fired_time: 0.1624938250, output_fired_time: 0.0000000000, propagate_forward_time: 8.4712772369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779220581
validation[          , genome  6629] predictions:    9778/  10000 (97.78%), best:    9821/10000 (98.21%), error:       675.68121, best error:       627.91595 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.5963821411s, input_fired_time: 1.5313839912, output_fired_time: 0.9199191928, propagate_forward_time: 42.8857879639, propagate_backward_time: 60.0240821838, weight_update_time: 0.1265884042, other_time: 2.2352027893
epoch time: 9.5565299988s, input_fired_time: 0.1807572395, output_fired_time: 0.0000000000, propagate_forward_time: 8.9492645264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265079498
validation[          , genome  6629] predictions:    9745/  10000 (97.45%), best:    9821/10000 (98.21%), error:       870.22485, best error:       627.91595 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.0122604370s, input_fired_time: 1.5200005770, output_fired_time: 0.9209538102, propagate_forward_time: 43.0237503052, propagate_backward_time: 60.2972908020, weight_update_time: 0.1291892380, other_time: 2.2502632141
epoch time: 9.2304182053s, input_fired_time: 0.1720043272, output_fired_time: 0.0000000000, propagate_forward_time: 8.6273174286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310960770
validation[          , genome  6629] predictions:    9787/  10000 (97.87%), best:    9821/10000 (98.21%), error:       706.58173, best error:       627.91595 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.5309982300s, input_fired_time: 1.5164675713, output_fired_time: 0.9253423214, propagate_forward_time: 42.7412414551, propagate_backward_time: 60.0708122253, weight_update_time: 0.1293699890, other_time: 2.2771415710
epoch time: 9.0890378952s, input_fired_time: 0.1652121097, output_fired_time: 0.0000000000, propagate_forward_time: 8.5413074493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825187683
validation[          , genome  6629] predictions:    9795/  10000 (97.95%), best:    9821/10000 (98.21%), error:       722.94012, best error:       627.91595 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 106.9498367310s, input_fired_time: 1.4921953678, output_fired_time: 0.9202370644, propagate_forward_time: 42.7387695312, propagate_backward_time: 59.5920677185, weight_update_time: 0.1258323938, other_time: 2.2065696716
epoch time: 9.0314369202s, input_fired_time: 0.1624150425, output_fired_time: 0.0000000000, propagate_forward_time: 8.4888286591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801927567
validation[          , genome  6629] predictions:    9777/  10000 (97.77%), best:    9821/10000 (98.21%), error:       734.35107, best error:       627.91595 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.0935134888s, input_fired_time: 1.5066941977, output_fired_time: 0.9116839767, propagate_forward_time: 42.6195526123, propagate_backward_time: 59.8012046814, weight_update_time: 0.1307990402, other_time: 2.2543830872
epoch time: 9.2887716293s, input_fired_time: 0.1670989841, output_fired_time: 0.0000000000, propagate_forward_time: 8.7211751938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004974365
validation[          , genome  6629] predictions:    9724/  10000 (97.24%), best:    9821/10000 (98.21%), error:       887.44647, best error:       627.91595 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.3962326050s, input_fired_time: 1.4995567799, output_fired_time: 0.9112749100, propagate_forward_time: 42.3802337646, propagate_backward_time: 59.3789939880, weight_update_time: 0.1300639510, other_time: 2.2261695862
epoch time: 9.0401773453s, input_fired_time: 0.1661551148, output_fired_time: 0.0000000000, propagate_forward_time: 8.4797277451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942947388
validation[          , genome  6629] predictions:    9787/  10000 (97.87%), best:    9821/10000 (98.21%), error:       659.29974, best error:       627.91595 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.7572937012s, input_fired_time: 1.4913287163, output_fired_time: 0.9142326713, propagate_forward_time: 42.5750846863, propagate_backward_time: 59.5778045654, weight_update_time: 0.1267472208, other_time: 2.1988487244
epoch time: 9.0616302490s, input_fired_time: 0.1666818857, output_fired_time: 0.0000000000, propagate_forward_time: 8.5039396286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910083771
validation[          , genome  6629] predictions:    9782/  10000 (97.82%), best:    9821/10000 (98.21%), error:       685.96399, best error:       627.91595 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 106.8734207153s, input_fired_time: 1.5113894939, output_fired_time: 0.9106912017, propagate_forward_time: 42.6477584839, propagate_backward_time: 59.5520477295, weight_update_time: 0.1296313703, other_time: 2.2515335083
epoch time: 8.9888973236s, input_fired_time: 0.1632964015, output_fired_time: 0.0000000000, propagate_forward_time: 8.4521265030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734741211
validation[          , genome  6629] predictions:    9795/  10000 (97.95%), best:    9821/10000 (98.21%), error:       684.13928, best error:       627.91595 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.4454803467s, input_fired_time: 1.5066170692, output_fired_time: 0.9154129028, propagate_forward_time: 42.7676124573, propagate_backward_time: 60.0149497986, weight_update_time: 0.1268319339, other_time: 2.2408905029
epoch time: 9.1029767990s, input_fired_time: 0.1628148109, output_fired_time: 0.0000000000, propagate_forward_time: 8.5306701660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094915390
validation[          , genome  6629] predictions:    9751/  10000 (97.51%), best:    9821/10000 (98.21%), error:       876.60223, best error:       627.91595 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.1163864136s, input_fired_time: 1.5293205976, output_fired_time: 0.9152606130, propagate_forward_time: 42.6629066467, propagate_backward_time: 59.7543067932, weight_update_time: 0.1295269728, other_time: 2.2545928955
epoch time: 9.0976552963s, input_fired_time: 0.1633247435, output_fired_time: 0.0000000000, propagate_forward_time: 8.5573616028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769693375
validation[          , genome  6629] predictions:    9795/  10000 (97.95%), best:    9821/10000 (98.21%), error:       666.68640, best error:       627.91595 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.8508224487s, input_fired_time: 1.5194872618, output_fired_time: 0.9126080871, propagate_forward_time: 42.4441413879, propagate_backward_time: 59.7352981567, weight_update_time: 0.1303552091, other_time: 2.2392921448
epoch time: 9.0482578278s, input_fired_time: 0.1672419757, output_fired_time: 0.0000000000, propagate_forward_time: 8.4963932037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846225739
validation[          , genome  6629] predictions:    9792/  10000 (97.92%), best:    9821/10000 (98.21%), error:       668.23560, best error:       627.91595 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.6427764893s, input_fired_time: 1.5064735413, output_fired_time: 0.9057094455, propagate_forward_time: 42.5542640686, propagate_backward_time: 59.4689292908, weight_update_time: 0.1249230057, other_time: 2.2074050903
epoch time: 9.0201454163s, input_fired_time: 0.1638700813, output_fired_time: 0.0000000000, propagate_forward_time: 8.4763984680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798770905
validation[          , genome  6629] predictions:    9762/  10000 (97.62%), best:    9821/10000 (98.21%), error:       805.51196, best error:       627.91595 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.2222976685s, input_fired_time: 1.5128147602, output_fired_time: 0.9123082161, propagate_forward_time: 42.6955871582, propagate_backward_time: 59.8406143188, weight_update_time: 0.1277178973, other_time: 2.2609710693
epoch time: 9.0145616531s, input_fired_time: 0.1678878516, output_fired_time: 0.0000000000, propagate_forward_time: 8.4623956680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842782974
validation[          , genome  6629] predictions:    9783/  10000 (97.83%), best:    9821/10000 (98.21%), error:       734.75372, best error:       627.91595 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 106.7804183960s, input_fired_time: 1.5213980675, output_fired_time: 0.9140831828, propagate_forward_time: 42.5265464783, propagate_backward_time: 59.5585021973, weight_update_time: 0.1309005320, other_time: 2.2598838806
epoch time: 9.0672035217s, input_fired_time: 0.1769794375, output_fired_time: 0.0000000000, propagate_forward_time: 8.5005846024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896398544
validation[          , genome  6629] predictions:    9798/  10000 (97.98%), best:    9821/10000 (98.21%), error:       692.83551, best error:       627.91595 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 106.2417831421s, input_fired_time: 1.5043969154, output_fired_time: 0.9067113996, propagate_forward_time: 42.3509788513, propagate_backward_time: 59.2879638672, weight_update_time: 0.1260427535, other_time: 2.1917381287
epoch time: 9.0466165543s, input_fired_time: 0.1643544585, output_fired_time: 0.0000000000, propagate_forward_time: 8.5049314499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773307800
validation[          , genome  6629] predictions:    9807/  10000 (98.07%), best:    9821/10000 (98.21%), error:       659.91052, best error:       627.91595 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 106.8605651855s, input_fired_time: 1.4940037727, output_fired_time: 0.9165130258, propagate_forward_time: 42.7045402527, propagate_backward_time: 59.5529785156, weight_update_time: 0.1246848181, other_time: 2.1925315857
epoch time: 9.1086521149s, input_fired_time: 0.1697284728, output_fired_time: 0.0000000000, propagate_forward_time: 8.5488147736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901090622
validation[          , genome  6629] predictions:    9796/  10000 (97.96%), best:    9821/10000 (98.21%), error:       658.29309, best error:       627.91595 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 106.9718704224s, input_fired_time: 1.5046696663, output_fired_time: 0.9131988287, propagate_forward_time: 42.4878311157, propagate_backward_time: 59.8388061523, weight_update_time: 0.1352631301, other_time: 2.2273635864
epoch time: 9.0764646530s, input_fired_time: 0.1645266116, output_fired_time: 0.0000000000, propagate_forward_time: 8.5309858322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809518814
validation[          , genome  6629] predictions:    9783/  10000 (97.83%), best:    9821/10000 (98.21%), error:       698.63776, best error:       627.91595 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.1172180176s, input_fired_time: 1.5141797066, output_fired_time: 0.9145347476, propagate_forward_time: 42.8042030334, propagate_backward_time: 59.6420021057, weight_update_time: 0.1279932708, other_time: 2.2422943115
epoch time: 9.0207166672s, input_fired_time: 0.1641995758, output_fired_time: 0.0000000000, propagate_forward_time: 8.4786376953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778791428
validation[          , genome  6629] predictions:    9749/  10000 (97.49%), best:    9821/10000 (98.21%), error:       825.35071, best error:       627.91595 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.8085632324s, input_fired_time: 1.5338041782, output_fired_time: 0.9192225337, propagate_forward_time: 42.9564590454, propagate_backward_time: 60.1347656250, weight_update_time: 0.1283723265, other_time: 2.2643127441
epoch time: 9.2286663055s, input_fired_time: 0.1723898947, output_fired_time: 0.0000000000, propagate_forward_time: 8.6567516327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995246887
validation[          , genome  6629] predictions:    9774/  10000 (97.74%), best:    9821/10000 (98.21%), error:       755.62427, best error:       627.91595 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 108.0986633301s, input_fired_time: 1.5225512981, output_fired_time: 0.9165265560, propagate_forward_time: 42.9248695374, propagate_backward_time: 60.4263343811, weight_update_time: 0.1269950271, other_time: 2.3083801270
epoch time: 9.0682020187s, input_fired_time: 0.1677427143, output_fired_time: 0.0000000000, propagate_forward_time: 8.5137186050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867406845
validation[          , genome  6629] predictions:    9778/  10000 (97.78%), best:    9821/10000 (98.21%), error:       699.16925, best error:       627.91595 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.6054306030s, input_fired_time: 1.5230530500, output_fired_time: 0.9066827297, propagate_forward_time: 42.4680595398, propagate_backward_time: 59.5106239319, weight_update_time: 0.1290361434, other_time: 2.1970062256
epoch time: 9.0288858414s, input_fired_time: 0.1624508649, output_fired_time: 0.0000000000, propagate_forward_time: 8.4918079376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746271133
validation[          , genome  6629] predictions:    9758/  10000 (97.58%), best:    9821/10000 (98.21%), error:       796.92133, best error:       627.91595 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 106.7390823364s, input_fired_time: 1.5234074593, output_fired_time: 0.9165740013, propagate_forward_time: 42.4884071350, propagate_backward_time: 59.5841140747, weight_update_time: 0.1255906075, other_time: 2.2265815735
epoch time: 9.0994377136s, input_fired_time: 0.1681791097, output_fired_time: 0.0000000000, propagate_forward_time: 8.5408792496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903789520
validation[          , genome  6629] predictions:    9736/  10000 (97.36%), best:    9821/10000 (98.21%), error:       920.50421, best error:       627.91595 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 107.0908660889s, input_fired_time: 1.5190693140, output_fired_time: 0.9162137508, propagate_forward_time: 42.7513084412, propagate_backward_time: 59.6529579163, weight_update_time: 0.1272096634, other_time: 2.2513198853
epoch time: 9.1207370758s, input_fired_time: 0.1686164141, output_fired_time: 0.0000000000, propagate_forward_time: 8.5580615997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940591812
validation[          , genome  6629] predictions:    9770/  10000 (97.70%), best:    9821/10000 (98.21%), error:       738.69257, best error:       627.91595 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.7062225342s, input_fired_time: 1.5058192015, output_fired_time: 0.9470602870, propagate_forward_time: 42.5955009460, propagate_backward_time: 59.4519691467, weight_update_time: 0.1256897449, other_time: 2.2058715820
epoch time: 9.0698194504s, input_fired_time: 0.1718255281, output_fired_time: 0.0000000000, propagate_forward_time: 8.5076398849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903541565
validation[          , genome  6629] predictions:    9786/  10000 (97.86%), best:    9821/10000 (98.21%), error:       705.33392, best error:       627.91595 on epoch:    65, 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: 45.5624885559s, input_fired_time: 0.8424636126, output_fired_time: 0.0000000000, propagate_forward_time: 42.7331199646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9869041443
best training[          , genome  6629] predictions:   49863/  50000 (99.73%), best:    9821/10000 (98.21%), error:       765.96783, best error:       627.91595 on epoch:    65, 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: 8.9887523651s, input_fired_time: 0.1587269455, output_fired_time: 0.0000000000, propagate_forward_time: 8.4538955688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761301041
   testing[          , genome  6629] predictions:    9847/  10000 (98.47%), best:    9821/10000 (98.21%), error:       533.06635, best error:       627.91595 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:11:37 (15298): called boinc_finish(0)

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