Nameexact_genome_1512568488_44_3498_0
Workunit2588786
Created7 Dec 2017, 5:05:07 UTC
Sent7 Dec 2017, 5:12:47 UTC
Report deadline10 Dec 2017, 5:26:03 UTC
Received7 Dec 2017, 6:54:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 40 min 47 sec
CPU time1 hours 37 min 50 sec
Validate stateValid
Credit752.31
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.11 MB
Peak swap size155.71 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0582932383, output_fired_time: 0.0000000000, propagate_forward_time: 4.1135444641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225115776
validation[          , genome  3498] predictions:    9484/  10000 (94.84%), best:    9557/10000 (95.57%), error:      1727.47253, best error:      1558.43481 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.1501159668s, input_fired_time: 0.4623200893, output_fired_time: 0.4707652628, propagate_forward_time: 19.9567832947, propagate_backward_time: 28.8598632813, weight_update_time: 0.1365438998, other_time: 2.4003868103
epoch time: 4.7086119652s, input_fired_time: 0.0592131950, output_fired_time: 0.0000000000, propagate_forward_time: 4.2116751671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377236366
validation[          , genome  3498] predictions:    9527/  10000 (95.27%), best:    9557/10000 (95.57%), error:      1655.48840, best error:      1558.43481 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.8529663086s, input_fired_time: 0.4672521651, output_fired_time: 0.4775875807, propagate_forward_time: 20.2817497253, propagate_backward_time: 29.1880149841, weight_update_time: 0.1376172602, other_time: 2.4383621216
epoch time: 4.7042441368s, input_fired_time: 0.0606771260, output_fired_time: 0.0000000000, propagate_forward_time: 4.1983485222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452185631
validation[          , genome  3498] predictions:    9527/  10000 (95.27%), best:    9557/10000 (95.57%), error:      1610.77637, best error:      1558.43481 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.6021957397s, input_fired_time: 0.4728857577, output_fired_time: 0.4773382545, propagate_forward_time: 20.6730060577, propagate_backward_time: 29.5820732117, weight_update_time: 0.1396966875, other_time: 2.3968944550
epoch time: 4.6250119209s, input_fired_time: 0.0595403202, output_fired_time: 0.0000000000, propagate_forward_time: 4.1298074722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356641769
validation[          , genome  3498] predictions:    9507/  10000 (95.07%), best:    9557/10000 (95.57%), error:      1613.80103, best error:      1558.43481 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.1140594482s, input_fired_time: 0.4680936038, output_fired_time: 0.4769425094, propagate_forward_time: 20.3165397644, propagate_backward_time: 29.3972110748, weight_update_time: 0.1376602054, other_time: 2.4552707672
epoch time: 4.7244873047s, input_fired_time: 0.0603151508, output_fired_time: 0.0000000000, propagate_forward_time: 4.2215428352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426293373
validation[          , genome  3498] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1537.40063, best error:      1537.40063 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.5375747681s, input_fired_time: 0.4663676023, output_fired_time: 0.4710025489, propagate_forward_time: 19.5347175598, propagate_backward_time: 28.6011314392, weight_update_time: 0.1369244605, other_time: 2.4643592834
epoch time: 4.6564574242s, input_fired_time: 0.0596371815, output_fired_time: 0.0000000000, propagate_forward_time: 4.1729502678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238700867
validation[          , genome  3498] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1533.11621, best error:      1533.11621 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.5238876343s, input_fired_time: 0.4704435766, output_fired_time: 0.4793201685, propagate_forward_time: 20.6288032532, propagate_backward_time: 29.5785999298, weight_update_time: 0.1383688748, other_time: 2.3667201996
epoch time: 4.5639166832s, input_fired_time: 0.0572470278, output_fired_time: 0.0000000000, propagate_forward_time: 4.0890979767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175715446
validation[          , genome  3498] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1532.55530, best error:      1532.55530 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.9083175659s, input_fired_time: 0.4760737419, output_fired_time: 0.4803374410, propagate_forward_time: 20.7323532104, propagate_backward_time: 29.7848949432, weight_update_time: 0.1393200755, other_time: 2.4346561432
epoch time: 4.6306443214s, input_fired_time: 0.0587275401, output_fired_time: 0.0000000000, propagate_forward_time: 4.1476416588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242749214
validation[          , genome  3498] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1436.41797, best error:      1436.41797 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.9652328491s, input_fired_time: 0.4699940383, output_fired_time: 0.4764556587, propagate_forward_time: 20.4103698730, propagate_backward_time: 29.1895027161, weight_update_time: 0.1364469826, other_time: 2.4189109802
epoch time: 4.6657028198s, input_fired_time: 0.0589757003, output_fired_time: 0.0000000000, propagate_forward_time: 4.1737389565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329881668
validation[          , genome  3498] predictions:    9555/  10000 (95.55%), best:    9585/10000 (95.85%), error:      1504.19043, best error:      1436.41797 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.7488098145s, input_fired_time: 0.4691310525, output_fired_time: 0.4747793078, propagate_forward_time: 20.1636314392, propagate_backward_time: 29.2273139954, weight_update_time: 0.1371196061, other_time: 2.4139518738
epoch time: 4.6563677788s, input_fired_time: 0.0593550913, output_fired_time: 0.0000000000, propagate_forward_time: 4.1763329506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206795692
validation[          , genome  3498] predictions:    9567/  10000 (95.67%), best:    9585/10000 (95.85%), error:      1536.92285, best error:      1436.41797 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.1647453308s, input_fired_time: 0.4738855064, output_fired_time: 0.4744265079, propagate_forward_time: 20.4678707123, propagate_backward_time: 29.3123321533, weight_update_time: 0.1386674494, other_time: 2.4362316132
epoch time: 4.5584187508s, input_fired_time: 0.0593113191, output_fired_time: 0.0000000000, propagate_forward_time: 4.0824007988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167065620
validation[          , genome  3498] predictions:    9572/  10000 (95.72%), best:    9585/10000 (95.85%), error:      1462.42126, best error:      1436.41797 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.8886070251s, input_fired_time: 0.4719167352, output_fired_time: 0.4763297737, propagate_forward_time: 20.3282833099, propagate_backward_time: 29.1973361969, weight_update_time: 0.1377105117, other_time: 2.4147415161
epoch time: 4.5939211845s, input_fired_time: 0.0594572835, output_fired_time: 0.0000000000, propagate_forward_time: 4.0982141495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362497330
validation[          , genome  3498] predictions:    9539/  10000 (95.39%), best:    9585/10000 (95.85%), error:      1616.41260, best error:      1436.41797 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.0172996521s, input_fired_time: 0.4727837443, output_fired_time: 0.4853408337, propagate_forward_time: 20.7733211517, propagate_backward_time: 29.8423366547, weight_update_time: 0.1416512281, other_time: 2.4435214996
epoch time: 4.5221972466s, input_fired_time: 0.0574095100, output_fired_time: 0.0000000000, propagate_forward_time: 4.0405888557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241991043
validation[          , genome  3498] predictions:    9529/  10000 (95.29%), best:    9585/10000 (95.85%), error:      1599.65503, best error:      1436.41797 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.7604713440s, input_fired_time: 0.4765020609, output_fired_time: 0.4805077910, propagate_forward_time: 20.7740421295, propagate_backward_time: 29.5848026276, weight_update_time: 0.1396927238, other_time: 2.4446163177
epoch time: 4.2680487633s, input_fired_time: 0.0591993183, output_fired_time: 0.0000000000, propagate_forward_time: 3.7734646797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353847504
validation[          , genome  3498] predictions:    9544/  10000 (95.44%), best:    9585/10000 (95.85%), error:      1524.98694, best error:      1436.41797 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.5490913391s, input_fired_time: 0.4705183804, output_fired_time: 0.4812426865, propagate_forward_time: 20.6239376068, propagate_backward_time: 29.5827350616, weight_update_time: 0.1372726709, other_time: 2.3906555176
epoch time: 4.6398887634s, input_fired_time: 0.0604468063, output_fired_time: 0.0000000000, propagate_forward_time: 4.1437497139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356923103
validation[          , genome  3498] predictions:    9548/  10000 (95.48%), best:    9585/10000 (95.85%), error:      1527.04529, best error:      1436.41797 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.8319702148s, input_fired_time: 0.4661789238, output_fired_time: 0.4710510969, propagate_forward_time: 20.3194770813, propagate_backward_time: 29.2036857605, weight_update_time: 0.1367942095, other_time: 2.3715782166
epoch time: 4.0103168488s, input_fired_time: 0.0554657206, output_fired_time: 0.0000000000, propagate_forward_time: 3.5164222717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384288788
validation[          , genome  3498] predictions:    9527/  10000 (95.27%), best:    9585/10000 (95.85%), error:      1555.59497, best error:      1436.41797 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.6041297913s, input_fired_time: 0.4745217562, output_fired_time: 0.4771341085, propagate_forward_time: 20.6378078461, propagate_backward_time: 29.6239948273, weight_update_time: 0.1383626461, other_time: 2.3906688690
epoch time: 4.7134933472s, input_fired_time: 0.0595131032, output_fired_time: 0.0000000000, propagate_forward_time: 4.2210283279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329519272
validation[          , genome  3498] predictions:    9529/  10000 (95.29%), best:    9585/10000 (95.85%), error:      1595.00781, best error:      1436.41797 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.0913009644s, input_fired_time: 0.4649945199, output_fired_time: 0.4756572247, propagate_forward_time: 20.4811306000, propagate_backward_time: 29.3148174286, weight_update_time: 0.1358077824, other_time: 2.3546981812
epoch time: 4.5833182335s, input_fired_time: 0.0606668815, output_fired_time: 0.0000000000, propagate_forward_time: 4.0944528580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281983376
validation[          , genome  3498] predictions:    9544/  10000 (95.44%), best:    9585/10000 (95.85%), error:      1524.33044, best error:      1436.41797 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.1818809509s, input_fired_time: 0.4728354812, output_fired_time: 0.4772840142, propagate_forward_time: 20.4374980927, propagate_backward_time: 29.3410949707, weight_update_time: 0.1379337460, other_time: 2.4531688690
epoch time: 4.5978474617s, input_fired_time: 0.0600410998, output_fired_time: 0.0000000000, propagate_forward_time: 4.1146540642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231524467
validation[          , genome  3498] predictions:    9580/  10000 (95.80%), best:    9585/10000 (95.85%), error:      1465.16626, best error:      1436.41797 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.6477851868s, input_fired_time: 0.4686911404, output_fired_time: 0.4778637886, propagate_forward_time: 20.1834049225, propagate_backward_time: 29.1255893707, weight_update_time: 0.1375154853, other_time: 2.3922348022
epoch time: 4.6872878075s, input_fired_time: 0.0606869534, output_fired_time: 0.0000000000, propagate_forward_time: 4.1849265099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416742325
validation[          , genome  3498] predictions:    9573/  10000 (95.73%), best:    9585/10000 (95.85%), error:      1440.78503, best error:      1436.41797 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.5845260620s, input_fired_time: 0.4744732678, output_fired_time: 0.4820698500, propagate_forward_time: 20.5506668091, propagate_backward_time: 29.6389389038, weight_update_time: 0.1398408115, other_time: 2.4383773804
epoch time: 4.4931898117s, input_fired_time: 0.0582374595, output_fired_time: 0.0000000000, propagate_forward_time: 4.0070209503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279313087
validation[          , genome  3498] predictions:    9569/  10000 (95.69%), best:    9585/10000 (95.85%), error:      1489.26465, best error:      1436.41797 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.3340225220s, input_fired_time: 0.4693951905, output_fired_time: 0.4727712870, propagate_forward_time: 20.5840549469, propagate_backward_time: 29.4287567139, weight_update_time: 0.1379403025, other_time: 2.3790454865
epoch time: 4.5941967964s, input_fired_time: 0.0600040443, output_fired_time: 0.0000000000, propagate_forward_time: 4.1089320183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252605438
validation[          , genome  3498] predictions:    9491/  10000 (94.91%), best:    9585/10000 (95.85%), error:      1623.86816, best error:      1436.41797 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.5901679993s, input_fired_time: 0.4761272669, output_fired_time: 0.4792722762, propagate_forward_time: 20.6772575378, propagate_backward_time: 29.5331001282, weight_update_time: 0.1379547417, other_time: 2.4244117737
epoch time: 4.7014622688s, input_fired_time: 0.0619964749, output_fired_time: 0.0000000000, propagate_forward_time: 4.1975717545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418940544
validation[          , genome  3498] predictions:    9551/  10000 (95.51%), best:    9585/10000 (95.85%), error:      1474.95361, best error:      1436.41797 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.1986122131s, input_fired_time: 0.4676360786, output_fired_time: 0.4725760818, propagate_forward_time: 20.4899768829, propagate_backward_time: 29.4121131897, weight_update_time: 0.1368495822, other_time: 2.3563098907
epoch time: 4.3789844513s, input_fired_time: 0.0583120026, output_fired_time: 0.0000000000, propagate_forward_time: 3.9036848545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169876575
validation[          , genome  3498] predictions:    9583/  10000 (95.83%), best:    9585/10000 (95.85%), error:      1461.42505, best error:      1436.41797 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.5096588135s, input_fired_time: 0.4671258032, output_fired_time: 0.4689955115, propagate_forward_time: 20.1740627289, propagate_backward_time: 29.0380744934, weight_update_time: 0.1365314275, other_time: 2.3614025116
epoch time: 4.5954418182s, input_fired_time: 0.0605351850, output_fired_time: 0.0000000000, propagate_forward_time: 4.1137385368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211683273
validation[          , genome  3498] predictions:    9544/  10000 (95.44%), best:    9585/10000 (95.85%), error:      1532.41052, best error:      1436.41797 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.3925361633s, input_fired_time: 0.4807819724, output_fired_time: 0.4817987680, propagate_forward_time: 20.9161415100, propagate_backward_time: 30.0347881317, weight_update_time: 0.1426640153, other_time: 2.4790248871
epoch time: 4.5881381035s, input_fired_time: 0.0594764911, output_fired_time: 0.0000000000, propagate_forward_time: 4.1092615128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194002151
validation[          , genome  3498] predictions:    9543/  10000 (95.43%), best:    9585/10000 (95.85%), error:      1531.09167, best error:      1436.41797 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.8362159729s, input_fired_time: 0.4750805199, output_fired_time: 0.4822070599, propagate_forward_time: 20.7508411407, propagate_backward_time: 29.7384090424, weight_update_time: 0.1396159232, other_time: 2.3896732330
epoch time: 4.6312413216s, input_fired_time: 0.0591921918, output_fired_time: 0.0000000000, propagate_forward_time: 4.1526970863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193520546
validation[          , genome  3498] predictions:    9563/  10000 (95.63%), best:    9585/10000 (95.85%), error:      1458.52344, best error:      1436.41797 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.3915939331s, input_fired_time: 0.5449510813, output_fired_time: 0.4768590033, propagate_forward_time: 20.5063323975, propagate_backward_time: 29.4424037933, weight_update_time: 0.1365960687, other_time: 2.4210453033
epoch time: 4.8241815567s, input_fired_time: 0.0640205219, output_fired_time: 0.0000000000, propagate_forward_time: 4.3089208603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512400627
validation[          , genome  3498] predictions:    9571/  10000 (95.71%), best:    9585/10000 (95.85%), error:      1465.95410, best error:      1436.41797 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.0253524780s, input_fired_time: 0.4666083157, output_fired_time: 0.4736311138, propagate_forward_time: 19.2027435303, propagate_backward_time: 28.3254146576, weight_update_time: 0.1369284838, other_time: 2.5569515228
epoch time: 4.6796188354s, input_fired_time: 0.0609998032, output_fired_time: 0.0000000000, propagate_forward_time: 4.1834788322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351401329
validation[          , genome  3498] predictions:    9574/  10000 (95.74%), best:    9585/10000 (95.85%), error:      1456.10938, best error:      1436.41797 on epoch:    21, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.6581726074s, input_fired_time: 0.4786374271, output_fired_time: 0.4788943231, propagate_forward_time: 20.6454887390, propagate_backward_time: 29.6284465790, weight_update_time: 0.1396703720, other_time: 2.4267063141
epoch time: 4.7193646431s, input_fired_time: 0.0615461282, output_fired_time: 0.0000000000, propagate_forward_time: 4.2121405602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456777573
validation[          , genome  3498] predictions:    9567/  10000 (95.67%), best:    9585/10000 (95.85%), error:      1455.94019, best error:      1436.41797 on epoch:    21, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.4360427856s, input_fired_time: 0.4764497280, output_fired_time: 0.4761283994, propagate_forward_time: 20.5517597198, propagate_backward_time: 29.4921245575, weight_update_time: 0.1386022866, other_time: 2.4395828247
epoch time: 4.4372301102s, input_fired_time: 0.0579982251, output_fired_time: 0.0000000000, propagate_forward_time: 3.9583966732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208352566
validation[          , genome  3498] predictions:    9561/  10000 (95.61%), best:    9585/10000 (95.85%), error:      1538.00403, best error:      1436.41797 on epoch:    21, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.3832244873s, input_fired_time: 0.4781933129, output_fired_time: 0.4757547975, propagate_forward_time: 20.5261459351, propagate_backward_time: 29.4891891479, weight_update_time: 0.1386438757, other_time: 2.4139404297
epoch time: 4.2955107689s, input_fired_time: 0.0584820546, output_fired_time: 0.0000000000, propagate_forward_time: 3.7605912685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764373302
validation[          , genome  3498] predictions:    9556/  10000 (95.56%), best:    9585/10000 (95.85%), error:      1489.04797, best error:      1436.41797 on epoch:    21, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.9165306091s, input_fired_time: 0.4679854810, output_fired_time: 0.4670929909, propagate_forward_time: 19.9177474976, propagate_backward_time: 28.6985511780, weight_update_time: 0.1338368058, other_time: 2.3651504517
epoch time: 4.6663842201s, input_fired_time: 0.0596519001, output_fired_time: 0.0000000000, propagate_forward_time: 4.1842403412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224920273
validation[          , genome  3498] predictions:    9580/  10000 (95.80%), best:    9585/10000 (95.85%), error:      1463.10803, best error:      1436.41797 on epoch:    21, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.3275299072s, input_fired_time: 0.4787835181, output_fired_time: 0.4732945561, propagate_forward_time: 20.5367565155, propagate_backward_time: 29.3675651550, weight_update_time: 0.1396718770, other_time: 2.4711322784
epoch time: 4.7015719414s, input_fired_time: 0.0601763315, output_fired_time: 0.0000000000, propagate_forward_time: 4.2059864998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354090691
validation[          , genome  3498] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1402.59460, best error:      1402.59460 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.7296943665s, input_fired_time: 0.4748905003, output_fired_time: 0.4808464646, propagate_forward_time: 20.6380252838, propagate_backward_time: 29.7481384277, weight_update_time: 0.1391049325, other_time: 2.3877944946
epoch time: 4.5990319252s, input_fired_time: 0.0614791736, output_fired_time: 0.0000000000, propagate_forward_time: 4.1118869781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256658554
validation[          , genome  3498] predictions:    9556/  10000 (95.56%), best:    9591/10000 (95.91%), error:      1448.73865, best error:      1402.59460 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.1415939331s, input_fired_time: 0.4829927087, output_fired_time: 0.4792070687, propagate_forward_time: 20.8188571930, propagate_backward_time: 29.9149341583, weight_update_time: 0.1413245350, other_time: 2.4456005096
epoch time: 4.7222580910s, input_fired_time: 0.0631824061, output_fired_time: 0.0000000000, propagate_forward_time: 4.2196340561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394416809
validation[          , genome  3498] predictions:    9572/  10000 (95.72%), best:    9591/10000 (95.91%), error:      1454.35583, best error:      1402.59460 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.8637695313s, input_fired_time: 0.4804638326, output_fired_time: 0.4796555042, propagate_forward_time: 20.6417274475, propagate_backward_time: 29.8242969513, weight_update_time: 0.1398819685, other_time: 2.4376239777
epoch time: 4.5950641632s, input_fired_time: 0.0597679503, output_fired_time: 0.0000000000, propagate_forward_time: 4.1146130562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206833839
validation[          , genome  3498] predictions:    9582/  10000 (95.82%), best:    9591/10000 (95.91%), error:      1431.30627, best error:      1402.59460 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.4098129272s, input_fired_time: 0.4740818739, output_fired_time: 0.4797560573, propagate_forward_time: 20.5902328491, propagate_backward_time: 29.4594631195, weight_update_time: 0.1374570131, other_time: 2.4062786102
epoch time: 4.6804370880s, input_fired_time: 0.0598554164, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961069107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244747162
validation[          , genome  3498] predictions:    9544/  10000 (95.44%), best:    9591/10000 (95.91%), error:      1492.01880, best error:      1402.59460 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.7677764893s, input_fired_time: 0.4736343026, output_fired_time: 0.4766094685, propagate_forward_time: 20.3627300262, propagate_backward_time: 29.0472831726, weight_update_time: 0.1376073956, other_time: 2.4075222015
epoch time: 4.6491632462s, input_fired_time: 0.0612841100, output_fired_time: 0.0000000000, propagate_forward_time: 4.1516008377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362783432
validation[          , genome  3498] predictions:    9579/  10000 (95.79%), best:    9591/10000 (95.91%), error:      1416.99512, best error:      1402.59460 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.9858360291s, input_fired_time: 0.4700530469, output_fired_time: 0.4713350534, propagate_forward_time: 20.4093799591, propagate_backward_time: 29.2806701660, weight_update_time: 0.1348566860, other_time: 2.3543949127
epoch time: 4.5596055984s, input_fired_time: 0.0600893013, output_fired_time: 0.0000000000, propagate_forward_time: 4.0725460052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269704819
validation[          , genome  3498] predictions:    9544/  10000 (95.44%), best:    9591/10000 (95.91%), error:      1518.26941, best error:      1402.59460 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.8412780762s, input_fired_time: 0.4745247066, output_fired_time: 0.4768778384, propagate_forward_time: 20.2100200653, propagate_backward_time: 29.2553787231, weight_update_time: 0.1372721493, other_time: 2.4244747162
epoch time: 4.6515035629s, input_fired_time: 0.0601169765, output_fired_time: 0.0000000000, propagate_forward_time: 4.1718831062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195036888
validation[          , genome  3498] predictions:    9584/  10000 (95.84%), best:    9591/10000 (95.91%), error:      1452.54980, best error:      1402.59460 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.2100448608s, input_fired_time: 0.4871836901, output_fired_time: 0.4846706986, propagate_forward_time: 20.8455314636, propagate_backward_time: 29.9361972809, weight_update_time: 0.1399654299, other_time: 2.4564609528
epoch time: 4.6307954788s, input_fired_time: 0.0611247793, output_fired_time: 0.0000000000, propagate_forward_time: 4.1360177994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336528778
validation[          , genome  3498] predictions:    9542/  10000 (95.42%), best:    9591/10000 (95.91%), error:      1486.30823, best error:      1402.59460 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.5200080872s, input_fired_time: 0.4783325195, output_fired_time: 0.4712910950, propagate_forward_time: 20.1513748169, propagate_backward_time: 28.9637413025, weight_update_time: 0.1377283782, other_time: 2.4552688599
epoch time: 4.7769141197s, input_fired_time: 0.0621870607, output_fired_time: 0.0000000000, propagate_forward_time: 4.2633171082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514098167
validation[          , genome  3498] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1392.92700, best error:      1392.92700 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.8864822388s, input_fired_time: 0.4838893116, output_fired_time: 0.4753225148, propagate_forward_time: 20.1449279785, propagate_backward_time: 29.2485275269, weight_update_time: 0.1407696754, other_time: 2.5338134766
epoch time: 4.5875864029s, input_fired_time: 0.0595590770, output_fired_time: 0.0000000000, propagate_forward_time: 4.0945386887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334888458
validation[          , genome  3498] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1383.90283, best error:      1383.90283 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 54.3214035034s, input_fired_time: 0.4888398945, output_fired_time: 0.4841504991, propagate_forward_time: 20.9182147980, propagate_backward_time: 29.9324722290, weight_update_time: 0.1432987154, other_time: 2.4977264404
epoch time: 4.6279668808s, input_fired_time: 0.0609462522, output_fired_time: 0.0000000000, propagate_forward_time: 4.1254730225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415473938
validation[          , genome  3498] predictions:    9563/  10000 (95.63%), best:    9585/10000 (95.85%), error:      1542.49878, best error:      1383.90283 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.4920883179s, input_fired_time: 0.4763838053, output_fired_time: 0.4801324308, propagate_forward_time: 20.5462875366, propagate_backward_time: 29.6022949219, weight_update_time: 0.1377493739, other_time: 2.3869895935
epoch time: 4.6544804573s, input_fired_time: 0.0595501624, output_fired_time: 0.0000000000, propagate_forward_time: 4.1750526428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198775291
validation[          , genome  3498] predictions:    9596/  10000 (95.96%), best:    9596/10000 (95.96%), error:      1367.45618, best error:      1367.45618 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.0031547546s, input_fired_time: 0.4728510082, output_fired_time: 0.4678359926, propagate_forward_time: 19.9798946381, propagate_backward_time: 28.6797046661, weight_update_time: 0.1348063499, other_time: 2.4028701782
epoch time: 4.6589207649s, input_fired_time: 0.0619210377, output_fired_time: 0.0000000000, propagate_forward_time: 4.1619629860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350366592
validation[          , genome  3498] predictions:    9588/  10000 (95.88%), best:    9596/10000 (95.96%), error:      1407.07666, best error:      1367.45618 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.9967918396s, input_fired_time: 0.4755381346, output_fired_time: 0.4759980440, propagate_forward_time: 20.2975463867, propagate_backward_time: 29.3546237946, weight_update_time: 0.1380019635, other_time: 2.3930873871
epoch time: 4.5533480644s, input_fired_time: 0.0608141460, output_fired_time: 0.0000000000, propagate_forward_time: 4.0544934273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380402565
validation[          , genome  3498] predictions:    9551/  10000 (95.51%), best:    9596/10000 (95.96%), error:      1548.86353, best error:      1367.45618 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.0124855042s, input_fired_time: 0.4951155186, output_fired_time: 0.4844244123, propagate_forward_time: 20.6984062195, propagate_backward_time: 29.8590335846, weight_update_time: 0.1401618570, other_time: 2.4755039215
epoch time: 4.8244361877s, input_fired_time: 0.0640621111, output_fired_time: 0.0000000000, propagate_forward_time: 4.3079380989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524359703
validation[          , genome  3498] predictions:    9563/  10000 (95.63%), best:    9596/10000 (95.96%), error:      1474.18250, best error:      1367.45618 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.9763755798s, input_fired_time: 0.4776009023, output_fired_time: 0.4766457081, propagate_forward_time: 20.7498359680, propagate_backward_time: 29.8481807709, weight_update_time: 0.1390616596, other_time: 2.4241123199
epoch time: 4.5873527527s, input_fired_time: 0.0602339618, output_fired_time: 0.0000000000, propagate_forward_time: 4.1024236679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246950150
validation[          , genome  3498] predictions:    9567/  10000 (95.67%), best:    9596/10000 (95.96%), error:      1455.78271, best error:      1367.45618 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.1283912659s, input_fired_time: 0.4825719297, output_fired_time: 0.4811282456, propagate_forward_time: 20.8218631744, propagate_backward_time: 29.9014778137, weight_update_time: 0.1394615769, other_time: 2.4413490295
epoch time: 4.6099715233s, input_fired_time: 0.0611355156, output_fired_time: 0.0000000000, propagate_forward_time: 4.1155667305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332695007
validation[          , genome  3498] predictions:    9599/  10000 (95.99%), best:    9596/10000 (95.96%), error:      1397.93750, best error:      1367.45618 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.6717529297s, input_fired_time: 0.4780452847, output_fired_time: 0.4804089665, propagate_forward_time: 20.6594104767, propagate_backward_time: 29.6339511871, weight_update_time: 0.1381296813, other_time: 2.4199352264
epoch time: 4.7298049927s, input_fired_time: 0.0629685670, output_fired_time: 0.0000000000, propagate_forward_time: 4.2215604782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452757835
validation[          , genome  3498] predictions:    9603/  10000 (96.03%), best:    9596/10000 (95.96%), error:      1411.99585, best error:      1367.45618 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.7376022339s, input_fired_time: 0.4745147228, output_fired_time: 0.4728235006, propagate_forward_time: 20.1557216644, propagate_backward_time: 29.2278270721, weight_update_time: 0.1376890689, other_time: 2.4067153931
epoch time: 4.6097006798s, input_fired_time: 0.0612301417, output_fired_time: 0.0000000000, propagate_forward_time: 4.1287069321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197635651
validation[          , genome  3498] predictions:    9570/  10000 (95.70%), best:    9596/10000 (95.96%), error:      1475.09387, best error:      1367.45618 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.1277694702s, input_fired_time: 0.4772564471, output_fired_time: 0.4813380241, propagate_forward_time: 20.2353439331, propagate_backward_time: 29.5067138672, weight_update_time: 0.1408715099, other_time: 2.4271163940
epoch time: 4.5138988495s, input_fired_time: 0.0587230511, output_fired_time: 0.0000000000, propagate_forward_time: 4.0445566177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106192589
validation[          , genome  3498] predictions:    9531/  10000 (95.31%), best:    9596/10000 (95.96%), error:      1566.12781, best error:      1367.45618 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.3144760132s, input_fired_time: 0.4867330492, output_fired_time: 0.4825983644, propagate_forward_time: 20.8929004669, propagate_backward_time: 29.9811668396, weight_update_time: 0.1402676255, other_time: 2.4710807800
epoch time: 4.3817090988s, input_fired_time: 0.0596536770, output_fired_time: 0.0000000000, propagate_forward_time: 3.8743119240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477434158
validation[          , genome  3498] predictions:    9598/  10000 (95.98%), best:    9596/10000 (95.96%), error:      1419.65625, best error:      1367.45618 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.9981613159s, input_fired_time: 0.4834741950, output_fired_time: 0.4809615612, propagate_forward_time: 20.8009414673, propagate_backward_time: 29.8110771179, weight_update_time: 0.1387620866, other_time: 2.4217071533
epoch time: 4.5468845367s, input_fired_time: 0.0605936646, output_fired_time: 0.0000000000, propagate_forward_time: 4.0674538612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188370705
validation[          , genome  3498] predictions:    9509/  10000 (95.09%), best:    9596/10000 (95.96%), error:      1616.19519, best error:      1367.45618 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.2076263428s, input_fired_time: 0.4781495333, output_fired_time: 0.4760661721, propagate_forward_time: 20.4876976013, propagate_backward_time: 29.3348102570, weight_update_time: 0.1411977559, other_time: 2.4309024811
epoch time: 4.7223715782s, input_fired_time: 0.0641741753, output_fired_time: 0.0000000000, propagate_forward_time: 4.2187767029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394207001
validation[          , genome  3498] predictions:    9585/  10000 (95.85%), best:    9596/10000 (95.96%), error:      1423.20105, best error:      1367.45618 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.2668571472s, input_fired_time: 0.4862841964, output_fired_time: 0.4763887525, propagate_forward_time: 20.4158210754, propagate_backward_time: 29.4073982239, weight_update_time: 0.1403935105, other_time: 2.4809684753
epoch time: 4.6172719002s, input_fired_time: 0.0619634427, output_fired_time: 0.0000000000, propagate_forward_time: 4.1366500854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186582565
validation[          , genome  3498] predictions:    9599/  10000 (95.99%), best:    9596/10000 (95.96%), error:      1399.61047, best error:      1367.45618 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 54.0968399048s, input_fired_time: 0.4801385105, output_fired_time: 0.4813787937, propagate_forward_time: 20.8134098053, propagate_backward_time: 29.9487228394, weight_update_time: 0.1388380229, other_time: 2.3731918335
epoch time: 4.6465034485s, input_fired_time: 0.0599602945, output_fired_time: 0.0000000000, propagate_forward_time: 4.1680250168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185180664
validation[          , genome  3498] predictions:    9555/  10000 (95.55%), best:    9596/10000 (95.96%), error:      1526.31897, best error:      1367.45618 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.4415168762s, input_fired_time: 0.4756559134, output_fired_time: 0.4764472842, propagate_forward_time: 20.5404853821, propagate_backward_time: 29.5739250183, weight_update_time: 0.1369857490, other_time: 2.3750038147
epoch time: 4.6371355057s, input_fired_time: 0.0611038320, output_fired_time: 0.0000000000, propagate_forward_time: 4.1554756165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205560684
validation[          , genome  3498] predictions:    9570/  10000 (95.70%), best:    9596/10000 (95.96%), error:      1483.31238, best error:      1367.45618 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.4317054749s, input_fired_time: 0.4760316908, output_fired_time: 0.4700739384, propagate_forward_time: 20.0990371704, propagate_backward_time: 28.9778308868, weight_update_time: 0.1358355880, other_time: 2.4087314606
epoch time: 4.3457598686s, input_fired_time: 0.0596201904, output_fired_time: 0.0000000000, propagate_forward_time: 3.8757107258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104287624
validation[          , genome  3498] predictions:    9582/  10000 (95.82%), best:    9596/10000 (95.96%), error:      1417.00745, best error:      1367.45618 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.9625587463s, input_fired_time: 0.4850209653, output_fired_time: 0.4821458459, propagate_forward_time: 20.7323379517, propagate_backward_time: 29.8360977173, weight_update_time: 0.1397667825, other_time: 2.4269561768
epoch time: 4.8220038414s, input_fired_time: 0.0650315285, output_fired_time: 0.0000000000, propagate_forward_time: 4.3057117462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512605667
validation[          , genome  3498] predictions:    9582/  10000 (95.82%), best:    9596/10000 (95.96%), error:      1436.51978, best error:      1367.45618 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.1577873230s, input_fired_time: 0.4740775228, output_fired_time: 0.4749950171, propagate_forward_time: 19.8592128754, propagate_backward_time: 28.9190216064, weight_update_time: 0.1363416016, other_time: 2.4304790497
epoch time: 4.7037801743s, input_fired_time: 0.0609164089, output_fired_time: 0.0000000000, propagate_forward_time: 4.2082457542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346179962
validation[          , genome  3498] predictions:    9594/  10000 (95.94%), best:    9596/10000 (95.96%), error:      1395.98169, best error:      1367.45618 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.8157081604s, input_fired_time: 0.4849373400, output_fired_time: 0.4820177853, propagate_forward_time: 20.7210979462, propagate_backward_time: 29.6957130432, weight_update_time: 0.1411647350, other_time: 2.4319419861
epoch time: 4.6298384666s, input_fired_time: 0.0616755448, output_fired_time: 0.0000000000, propagate_forward_time: 4.1479468346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202160835
validation[          , genome  3498] predictions:    9582/  10000 (95.82%), best:    9596/10000 (95.96%), error:      1413.35632, best error:      1367.45618 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.7125473022s, input_fired_time: 0.4807882011, output_fired_time: 0.4772930741, propagate_forward_time: 20.6689262390, propagate_backward_time: 29.6901092529, weight_update_time: 0.1373686641, other_time: 2.3954277039
epoch time: 4.6766166687s, input_fired_time: 0.0608596802, output_fired_time: 0.0000000000, propagate_forward_time: 4.1969251633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188318253
validation[          , genome  3498] predictions:    9548/  10000 (95.48%), best:    9596/10000 (95.96%), error:      1557.56042, best error:      1367.45618 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.1345176697s, input_fired_time: 0.4828438461, output_fired_time: 0.4807588458, propagate_forward_time: 20.8415145874, propagate_backward_time: 29.9310779572, weight_update_time: 0.1397851706, other_time: 2.3983211517
epoch time: 4.5835704803s, input_fired_time: 0.0601995401, output_fired_time: 0.0000000000, propagate_forward_time: 4.1032395363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201312065
validation[          , genome  3498] predictions:    9604/  10000 (96.04%), best:    9596/10000 (95.96%), error:      1390.01587, best error:      1367.45618 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.8033981323s, input_fired_time: 0.4794085920, output_fired_time: 0.4748581648, propagate_forward_time: 20.2812232971, propagate_backward_time: 29.1324462891, weight_update_time: 0.1369491965, other_time: 2.4354629517
epoch time: 4.3361387253s, input_fired_time: 0.0586070269, output_fired_time: 0.0000000000, propagate_forward_time: 3.8575158119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200158119
validation[          , genome  3498] predictions:    9557/  10000 (95.57%), best:    9596/10000 (95.96%), error:      1505.75208, best error:      1367.45618 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.7801895142s, input_fired_time: 0.4798987806, output_fired_time: 0.4732805490, propagate_forward_time: 20.1941909790, propagate_backward_time: 29.2035923004, weight_update_time: 0.1380171627, other_time: 2.4292240143
epoch time: 4.4335165024s, input_fired_time: 0.0599977970, output_fired_time: 0.0000000000, propagate_forward_time: 3.9278876781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456312656
validation[          , genome  3498] predictions:    9569/  10000 (95.69%), best:    9596/10000 (95.96%), error:      1505.35522, best error:      1367.45618 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 54.1748886108s, input_fired_time: 0.4904541671, output_fired_time: 0.4860875905, propagate_forward_time: 20.8139858246, propagate_backward_time: 29.9506473541, weight_update_time: 0.1405346096, other_time: 2.4337139130
epoch time: 4.7546143532s, input_fired_time: 0.0631939769, output_fired_time: 0.0000000000, propagate_forward_time: 4.2381854057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532351494
validation[          , genome  3498] predictions:    9594/  10000 (95.94%), best:    9596/10000 (95.96%), error:      1402.99622, best error:      1367.45618 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.3647117615s, input_fired_time: 0.4795064926, output_fired_time: 0.4748261571, propagate_forward_time: 20.5429306030, propagate_backward_time: 29.4885139465, weight_update_time: 0.1360622793, other_time: 2.3789329529
epoch time: 4.8534140587s, input_fired_time: 0.0651449114, output_fired_time: 0.0000000000, propagate_forward_time: 4.3362317085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520373344
validation[          , genome  3498] predictions:    9599/  10000 (95.99%), best:    9596/10000 (95.96%), error:      1372.31482, best error:      1367.45618 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.9006652832s, input_fired_time: 0.4787973762, output_fired_time: 0.4763799906, propagate_forward_time: 20.2473335266, propagate_backward_time: 29.2606353760, weight_update_time: 0.1379957050, other_time: 2.4375190735
epoch time: 4.6241717339s, input_fired_time: 0.0623147413, output_fired_time: 0.0000000000, propagate_forward_time: 4.1319766045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298806190
validation[          , genome  3498] predictions:    9593/  10000 (95.93%), best:    9596/10000 (95.96%), error:      1383.07556, best error:      1367.45618 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.6740875244s, input_fired_time: 0.4803015292, output_fired_time: 0.4771381319, propagate_forward_time: 20.0870609283, propagate_backward_time: 29.2096004486, weight_update_time: 0.1373821199, other_time: 2.4199867249
epoch time: 4.3000116348s, input_fired_time: 0.0601544455, output_fired_time: 0.0000000000, propagate_forward_time: 3.7746396065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652175903
validation[          , genome  3498] predictions:    9592/  10000 (95.92%), best:    9596/10000 (95.96%), error:      1414.41272, best error:      1367.45618 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.3394546509s, input_fired_time: 0.4815599024, output_fired_time: 0.4738024175, propagate_forward_time: 20.5022563934, propagate_backward_time: 29.4852714539, weight_update_time: 0.1385010779, other_time: 2.3965663910
epoch time: 4.7847819328s, input_fired_time: 0.0652462095, output_fired_time: 0.0000000000, propagate_forward_time: 4.2656955719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538402557
validation[          , genome  3498] predictions:    9576/  10000 (95.76%), best:    9596/10000 (95.96%), error:      1405.28101, best error:      1367.45618 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.5538597107s, input_fired_time: 0.4953522086, output_fired_time: 0.4888424277, propagate_forward_time: 20.9873600006, propagate_backward_time: 30.1280994415, weight_update_time: 0.1398325711, other_time: 2.4542064667
epoch time: 4.6420822144s, input_fired_time: 0.0628284439, output_fired_time: 0.0000000000, propagate_forward_time: 4.1557846069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234690666
validation[          , genome  3498] predictions:    9588/  10000 (95.88%), best:    9596/10000 (95.96%), error:      1409.03040, best error:      1367.45618 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.2534027100s, input_fired_time: 0.4863496423, output_fired_time: 0.4852493405, propagate_forward_time: 20.8900756836, propagate_backward_time: 30.0077285767, weight_update_time: 0.1387211233, other_time: 2.3839988708
epoch time: 4.7039623260s, input_fired_time: 0.0648855865, output_fired_time: 0.0000000000, propagate_forward_time: 4.1892614365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498152733
validation[          , genome  3498] predictions:    9538/  10000 (95.38%), best:    9596/10000 (95.96%), error:      1519.43347, best error:      1367.45618 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.0678329468s, input_fired_time: 0.4801709354, output_fired_time: 0.4725590646, propagate_forward_time: 19.7494678497, propagate_backward_time: 28.8473854065, weight_update_time: 0.1373284906, other_time: 2.5182476044
epoch time: 4.6579346657s, input_fired_time: 0.0618099086, output_fired_time: 0.0000000000, propagate_forward_time: 4.1656827927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304418564
validation[          , genome  3498] predictions:    9580/  10000 (95.80%), best:    9596/10000 (95.96%), error:      1409.46704, best error:      1367.45618 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.7438201904s, input_fired_time: 0.4807580411, output_fired_time: 0.4708528519, propagate_forward_time: 20.2488422394, propagate_backward_time: 29.1243133545, weight_update_time: 0.1366290748, other_time: 2.4190540314
epoch time: 4.8883399963s, input_fired_time: 0.0679175183, output_fired_time: 0.0000000000, propagate_forward_time: 4.3551368713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652857780
validation[          , genome  3498] predictions:    9593/  10000 (95.93%), best:    9596/10000 (95.96%), error:      1401.87683, best error:      1367.45618 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.0170249939s, input_fired_time: 0.4852026999, output_fired_time: 0.4757641554, propagate_forward_time: 20.3895740509, propagate_backward_time: 29.1991691589, weight_update_time: 0.1383484155, other_time: 2.4673137665
epoch time: 4.2714242935s, input_fired_time: 0.0622825660, output_fired_time: 0.0000000000, propagate_forward_time: 3.7064108849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027308464
validation[          , genome  3498] predictions:    9563/  10000 (95.63%), best:    9596/10000 (95.96%), error:      1458.10693, best error:      1367.45618 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.0562477112s, input_fired_time: 0.4838545918, output_fired_time: 0.4763483107, propagate_forward_time: 20.2509574890, propagate_backward_time: 29.3778877258, weight_update_time: 0.1395418942, other_time: 2.4671974182
epoch time: 4.6403760910s, input_fired_time: 0.0622718781, output_fired_time: 0.0000000000, propagate_forward_time: 4.1582593918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198446274
validation[          , genome  3498] predictions:    9588/  10000 (95.88%), best:    9596/10000 (95.96%), error:      1412.11926, best error:      1367.45618 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.5626640320s, input_fired_time: 0.4969415665, output_fired_time: 0.4864352345, propagate_forward_time: 20.9835414886, propagate_backward_time: 30.1337451935, weight_update_time: 0.1424894035, other_time: 2.4620037079
epoch time: 4.5452747345s, input_fired_time: 0.0620179176, output_fired_time: 0.0000000000, propagate_forward_time: 4.0405731201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426836967
validation[          , genome  3498] predictions:    9576/  10000 (95.76%), best:    9596/10000 (95.96%), error:      1422.20032, best error:      1367.45618 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 54.0314025879s, input_fired_time: 0.5002023578, output_fired_time: 0.4872902930, propagate_forward_time: 20.8603591919, propagate_backward_time: 29.6858959198, weight_update_time: 0.1411758661, other_time: 2.4976558685
epoch time: 4.5345110893s, input_fired_time: 0.0613019802, output_fired_time: 0.0000000000, propagate_forward_time: 4.0533399582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198689461
validation[          , genome  3498] predictions:    9587/  10000 (95.87%), best:    9596/10000 (95.96%), error:      1410.21033, best error:      1367.45618 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.5304985046s, input_fired_time: 0.4874037206, output_fired_time: 0.4757951498, propagate_forward_time: 20.6652793884, propagate_backward_time: 29.5244617462, weight_update_time: 0.1373886466, other_time: 2.3775577545
epoch time: 4.6585774422s, input_fired_time: 0.0617416129, output_fired_time: 0.0000000000, propagate_forward_time: 4.1696352959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272003174
validation[          , genome  3498] predictions:    9582/  10000 (95.82%), best:    9596/10000 (95.96%), error:      1413.60718, best error:      1367.45618 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.8084526062s, input_fired_time: 0.4800065756, output_fired_time: 0.4810128212, propagate_forward_time: 20.1110553741, propagate_backward_time: 29.3037185669, weight_update_time: 0.1389856040, other_time: 2.4326572418
epoch time: 4.6962227821s, input_fired_time: 0.0632555932, output_fired_time: 0.0000000000, propagate_forward_time: 4.1843261719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486408234
validation[          , genome  3498] predictions:    9563/  10000 (95.63%), best:    9596/10000 (95.96%), error:      1485.98547, best error:      1367.45618 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.6019210815s, input_fired_time: 0.4826060236, output_fired_time: 0.4807160497, propagate_forward_time: 20.6569232941, propagate_backward_time: 29.5891761780, weight_update_time: 0.1376525313, other_time: 2.3924999237
epoch time: 4.7081513405s, input_fired_time: 0.0639804378, output_fired_time: 0.0000000000, propagate_forward_time: 4.1989240646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452466965
validation[          , genome  3498] predictions:    9583/  10000 (95.83%), best:    9596/10000 (95.96%), error:      1435.60352, best error:      1367.45618 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.9669647217s, input_fired_time: 0.4813558757, output_fired_time: 0.4786758423, propagate_forward_time: 20.2623939514, propagate_backward_time: 29.3414878845, weight_update_time: 0.1367781013, other_time: 2.4030494690
epoch time: 4.6268482208s, input_fired_time: 0.0617393963, output_fired_time: 0.0000000000, propagate_forward_time: 4.1284079552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367008209
validation[          , genome  3498] predictions:    9582/  10000 (95.82%), best:    9596/10000 (95.96%), error:      1467.86560, best error:      1367.45618 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.4792747498s, input_fired_time: 0.4760257900, output_fired_time: 0.4653300047, propagate_forward_time: 19.5479812622, propagate_backward_time: 28.5728645325, weight_update_time: 0.1368736625, other_time: 2.4170761108
epoch time: 4.6479101181s, input_fired_time: 0.0610917658, output_fired_time: 0.0000000000, propagate_forward_time: 4.1646776199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221405983
validation[          , genome  3498] predictions:    9569/  10000 (95.69%), best:    9596/10000 (95.96%), error:      1442.68811, best error:      1367.45618 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.8243560791s, input_fired_time: 0.4939345419, output_fired_time: 0.4817545414, propagate_forward_time: 20.7825222015, propagate_backward_time: 29.6082496643, weight_update_time: 0.1404639930, other_time: 2.4578971863
epoch time: 4.8303842545s, input_fired_time: 0.0679692999, output_fired_time: 0.0000000000, propagate_forward_time: 4.3105769157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518380165
validation[          , genome  3498] predictions:    9383/  10000 (93.83%), best:    9596/10000 (95.96%), error:      2004.25610, best error:      1367.45618 on epoch:    59, 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: 23.0725440979s, input_fired_time: 0.3058426082, output_fired_time: 0.0000000000, propagate_forward_time: 20.5433311462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2233695984
best training[          , genome  3498] predictions:   48695/  50000 (97.39%), best:    9596/10000 (95.96%), error:      4583.07275, best error:      1367.45618 on epoch:    59, 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: 4.5773372650s, input_fired_time: 0.0603985749, output_fired_time: 0.0000000000, propagate_forward_time: 4.0984725952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184660912
   testing[          , genome  3498] predictions:    9645/  10000 (96.45%), best:    9596/10000 (95.96%), error:      1272.83435, best error:      1367.45618 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:53:41 (4140): called boinc_finish(0)

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