Nameexact_genome_1512568488_43_3029_1
Workunit2586455
Created7 Dec 2017, 2:43:26 UTC
Sent7 Dec 2017, 2:47:20 UTC
Report deadline10 Dec 2017, 14:33:33 UTC
Received7 Dec 2017, 4:37:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 49 min 53 sec
CPU time1 hours 49 min 49 sec
Validate stateValid
Credit872.61
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.70 MB
Peak swap size152.06 MB
Peak disk usage1.59 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0587296709, output_fired_time: 0.0000000000, propagate_forward_time: 4.5619888306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780369759
validation[          , genome  3029] predictions:    9420/  10000 (94.20%), best:    9524/10000 (95.24%), error:      1942.24304, best error:      1646.06006 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.0662460327s, input_fired_time: 0.4771929979, output_fired_time: 0.4344052374, propagate_forward_time: 22.9413566589, propagate_backward_time: 34.0643730164, weight_update_time: 0.1145687401, other_time: 2.1489181519
epoch time: 5.0552496910s, input_fired_time: 0.0587728135, output_fired_time: 0.0000000000, propagate_forward_time: 4.6092777252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871989250
validation[          , genome  3029] predictions:    9487/  10000 (94.87%), best:    9524/10000 (95.24%), error:      1791.16541, best error:      1646.06006 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 59.7815055847s, input_fired_time: 0.4801537097, output_fired_time: 0.4339530766, propagate_forward_time: 22.8229618073, propagate_backward_time: 33.8983955383, weight_update_time: 0.1130985916, other_time: 2.1460456848
epoch time: 5.0362658501s, input_fired_time: 0.0590346828, output_fired_time: 0.0000000000, propagate_forward_time: 4.5931696892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840613365
validation[          , genome  3029] predictions:    9423/  10000 (94.23%), best:    9524/10000 (95.24%), error:      1893.57349, best error:      1646.06006 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 59.8268623352s, input_fired_time: 0.4754900038, output_fired_time: 0.4330978096, propagate_forward_time: 22.8885784149, propagate_backward_time: 33.9227752686, weight_update_time: 0.1125717908, other_time: 2.1069183350
epoch time: 4.9989895821s, input_fired_time: 0.0594545864, output_fired_time: 0.0000000000, propagate_forward_time: 4.5660901070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734450340
validation[          , genome  3029] predictions:    9477/  10000 (94.77%), best:    9524/10000 (95.24%), error:      1733.26782, best error:      1646.06006 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.9380531311s, input_fired_time: 0.4786518812, output_fired_time: 0.4341384768, propagate_forward_time: 22.9052181244, propagate_backward_time: 33.9898719788, weight_update_time: 0.1138320044, other_time: 2.1301689148
epoch time: 5.0446214676s, input_fired_time: 0.0592614561, output_fired_time: 0.0000000000, propagate_forward_time: 4.5994544029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859057426
validation[          , genome  3029] predictions:    9521/  10000 (95.21%), best:    9524/10000 (95.24%), error:      1649.76184, best error:      1646.06006 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.7402343750s, input_fired_time: 0.4720987380, output_fired_time: 0.4310121238, propagate_forward_time: 22.9033451080, propagate_backward_time: 33.8429908752, weight_update_time: 0.1130635217, other_time: 2.0907859802
epoch time: 5.0234642029s, input_fired_time: 0.0593921952, output_fired_time: 0.0000000000, propagate_forward_time: 4.5804080963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836641312
validation[          , genome  3029] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1633.37268, best error:      1633.37268 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.9399414063s, input_fired_time: 0.4766101539, output_fired_time: 0.4370041490, propagate_forward_time: 22.9008598328, propagate_backward_time: 34.0047225952, weight_update_time: 0.1137392372, other_time: 2.1207466125
epoch time: 5.0245223045s, input_fired_time: 0.0594378859, output_fired_time: 0.0000000000, propagate_forward_time: 4.5822076797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828768730
validation[          , genome  3029] predictions:    9531/  10000 (95.31%), best:    9514/10000 (95.14%), error:      1652.29089, best error:      1633.37268 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.3739395142s, input_fired_time: 0.4699588716, output_fired_time: 0.4316803813, propagate_forward_time: 22.7148208618, propagate_backward_time: 33.6877861023, weight_update_time: 0.1107701734, other_time: 2.0696945190
epoch time: 4.9996352196s, input_fired_time: 0.0600175299, output_fired_time: 0.0000000000, propagate_forward_time: 4.5681166649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715009689
validation[          , genome  3029] predictions:    9506/  10000 (95.06%), best:    9514/10000 (95.14%), error:      1652.23230, best error:      1633.37268 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.7976875305s, input_fired_time: 0.4710151255, output_fired_time: 0.4353487194, propagate_forward_time: 22.8379650116, propagate_backward_time: 33.9744987488, weight_update_time: 0.1124385148, other_time: 2.0788612366
epoch time: 5.0003752708s, input_fired_time: 0.0588979833, output_fired_time: 0.0000000000, propagate_forward_time: 4.5645389557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769383430
validation[          , genome  3029] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1613.99658, best error:      1613.99658 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.0707168579s, input_fired_time: 0.4816831350, output_fired_time: 0.4373473823, propagate_forward_time: 22.9644870758, propagate_backward_time: 34.0355873108, weight_update_time: 0.1144936606, other_time: 2.1516151428
epoch time: 5.0337886810s, input_fired_time: 0.0595455244, output_fired_time: 0.0000000000, propagate_forward_time: 4.5869345665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873085976
validation[          , genome  3029] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1571.72534, best error:      1571.72534 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.7788734436s, input_fired_time: 0.4714926183, output_fired_time: 0.4370912910, propagate_forward_time: 22.8249092102, propagate_backward_time: 33.9715995789, weight_update_time: 0.1117256582, other_time: 2.0737800598
epoch time: 5.0004363060s, input_fired_time: 0.0587604307, output_fired_time: 0.0000000000, propagate_forward_time: 4.5639195442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777561188
validation[          , genome  3029] predictions:    9482/  10000 (94.82%), best:    9538/10000 (95.38%), error:      1726.30518, best error:      1571.72534 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 60.0630035400s, input_fired_time: 0.4810764194, output_fired_time: 0.4392620027, propagate_forward_time: 22.9238872528, propagate_backward_time: 34.0805053711, weight_update_time: 0.1152735949, other_time: 2.1382751465
epoch time: 4.9826793671s, input_fired_time: 0.0587792471, output_fired_time: 0.0000000000, propagate_forward_time: 4.5445437431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793563843
validation[          , genome  3029] predictions:    9469/  10000 (94.69%), best:    9538/10000 (95.38%), error:      1762.09009, best error:      1571.72534 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.5561904907s, input_fired_time: 0.4701856673, output_fired_time: 0.4320739210, propagate_forward_time: 22.7888660431, propagate_backward_time: 33.7788009644, weight_update_time: 0.1117551401, other_time: 2.0862655640
epoch time: 4.9958167076s, input_fired_time: 0.0583259948, output_fired_time: 0.0000000000, propagate_forward_time: 4.5589561462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785347939
validation[          , genome  3029] predictions:    9502/  10000 (95.02%), best:    9538/10000 (95.38%), error:      1632.60828, best error:      1571.72534 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 60.1984558105s, input_fired_time: 0.4796020091, output_fired_time: 0.4369857907, propagate_forward_time: 22.9790840149, propagate_backward_time: 34.1607360840, weight_update_time: 0.1145490929, other_time: 2.1420478821
epoch time: 5.0221719742s, input_fired_time: 0.0591705181, output_fired_time: 0.0000000000, propagate_forward_time: 4.5871882439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758130074
validation[          , genome  3029] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1507.18372, best error:      1507.18372 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.5584297180s, input_fired_time: 0.4743747413, output_fired_time: 0.4313534200, propagate_forward_time: 22.7787857056, propagate_backward_time: 33.7828140259, weight_update_time: 0.1135931462, other_time: 2.0911026001
epoch time: 4.9888687134s, input_fired_time: 0.0585776009, output_fired_time: 0.0000000000, propagate_forward_time: 4.5548572540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754339218
validation[          , genome  3029] predictions:    9493/  10000 (94.93%), best:    9566/10000 (95.66%), error:      1725.64148, best error:      1507.18372 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 60.0185661316s, input_fired_time: 0.4817402363, output_fired_time: 0.4345135391, propagate_forward_time: 22.9231395721, propagate_backward_time: 34.0290641785, weight_update_time: 0.1136951819, other_time: 2.1501121521
epoch time: 5.0400099754s, input_fired_time: 0.0596322343, output_fired_time: 0.0000000000, propagate_forward_time: 4.5944528580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859248161
validation[          , genome  3029] predictions:    9506/  10000 (95.06%), best:    9566/10000 (95.66%), error:      1623.84924, best error:      1507.18372 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.8206024170s, input_fired_time: 0.4831039011, output_fired_time: 0.4330931306, propagate_forward_time: 22.8304882050, propagate_backward_time: 33.9208374023, weight_update_time: 0.1139515191, other_time: 2.1530761719
epoch time: 4.9986042976s, input_fired_time: 0.0584815033, output_fired_time: 0.0000000000, propagate_forward_time: 4.5683641434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717584610
validation[          , genome  3029] predictions:    9538/  10000 (95.38%), best:    9566/10000 (95.66%), error:      1569.59070, best error:      1507.18372 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 59.9953498840s, input_fired_time: 0.4846870005, output_fired_time: 0.4354297221, propagate_forward_time: 22.8972568512, propagate_backward_time: 34.0222969055, weight_update_time: 0.1152120233, other_time: 2.1556816101
epoch time: 5.0217432976s, input_fired_time: 0.0599393733, output_fired_time: 0.0000000000, propagate_forward_time: 4.5787515640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830523491
validation[          , genome  3029] predictions:    9516/  10000 (95.16%), best:    9566/10000 (95.66%), error:      1613.52502, best error:      1507.18372 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.6618309021s, input_fired_time: 0.4739387929, output_fired_time: 0.4332320690, propagate_forward_time: 22.8050575256, propagate_backward_time: 33.8536300659, weight_update_time: 0.1127400249, other_time: 2.0959739685
epoch time: 4.9873552322s, input_fired_time: 0.0588654950, output_fired_time: 0.0000000000, propagate_forward_time: 4.5533351898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751544952
validation[          , genome  3029] predictions:    9504/  10000 (95.04%), best:    9566/10000 (95.66%), error:      1754.89258, best error:      1507.18372 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 59.7210235596s, input_fired_time: 0.4756899178, output_fired_time: 0.4381879270, propagate_forward_time: 22.8359050751, propagate_backward_time: 33.8684120178, weight_update_time: 0.1138550416, other_time: 2.1028327942
epoch time: 4.9934425354s, input_fired_time: 0.0591153763, output_fired_time: 0.0000000000, propagate_forward_time: 4.5554528236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788743019
validation[          , genome  3029] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1548.00244, best error:      1507.18372 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 59.4789123535s, input_fired_time: 0.4721003175, output_fired_time: 0.4303578734, propagate_forward_time: 22.7161216736, propagate_backward_time: 33.7671051025, weight_update_time: 0.1128661335, other_time: 2.0932273865
epoch time: 4.9654955864s, input_fired_time: 0.0592708811, output_fired_time: 0.0000000000, propagate_forward_time: 4.5299644470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762602806
validation[          , genome  3029] predictions:    9531/  10000 (95.31%), best:    9566/10000 (95.66%), error:      1616.75012, best error:      1507.18372 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.6395645142s, input_fired_time: 0.4743495882, output_fired_time: 0.4333261847, propagate_forward_time: 22.7835445404, propagate_backward_time: 33.8620986938, weight_update_time: 0.1127782241, other_time: 2.0862426758
epoch time: 4.9782161713s, input_fired_time: 0.0592806973, output_fired_time: 0.0000000000, propagate_forward_time: 4.5440230370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749122620
validation[          , genome  3029] predictions:    9524/  10000 (95.24%), best:    9566/10000 (95.66%), error:      1597.34680, best error:      1507.18372 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.6491813660s, input_fired_time: 0.4740749300, output_fired_time: 0.4341958463, propagate_forward_time: 22.7893657684, propagate_backward_time: 33.8475608826, weight_update_time: 0.1139985919, other_time: 2.1039848328
epoch time: 4.9827356339s, input_fired_time: 0.0595143661, output_fired_time: 0.0000000000, propagate_forward_time: 4.5468716621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763494492
validation[          , genome  3029] predictions:    9505/  10000 (95.05%), best:    9566/10000 (95.66%), error:      1699.98315, best error:      1507.18372 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.8662338257s, input_fired_time: 0.4801549911, output_fired_time: 0.4346216023, propagate_forward_time: 22.9030418396, propagate_backward_time: 33.9421882629, weight_update_time: 0.1128302738, other_time: 2.1062278748
epoch time: 5.0028343201s, input_fired_time: 0.0594340600, output_fired_time: 0.0000000000, propagate_forward_time: 4.5712704659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721299171
validation[          , genome  3029] predictions:    9551/  10000 (95.51%), best:    9566/10000 (95.66%), error:      1543.38770, best error:      1507.18372 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 60.0505523682s, input_fired_time: 0.4771321714, output_fired_time: 0.4346697927, propagate_forward_time: 22.9529705048, propagate_backward_time: 34.0736389160, weight_update_time: 0.1148032397, other_time: 2.1121444702
epoch time: 5.0041570663s, input_fired_time: 0.0605612807, output_fired_time: 0.0000000000, propagate_forward_time: 4.5726566315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709392548
validation[          , genome  3029] predictions:    9500/  10000 (95.00%), best:    9566/10000 (95.66%), error:      1655.65601, best error:      1507.18372 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.0160942078s, input_fired_time: 0.4780587554, output_fired_time: 0.4368627667, propagate_forward_time: 22.9335021973, propagate_backward_time: 34.0793075562, weight_update_time: 0.1127372235, other_time: 2.0883636475
epoch time: 5.0237116814s, input_fired_time: 0.0591349900, output_fired_time: 0.0000000000, propagate_forward_time: 4.5880637169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765130043
validation[          , genome  3029] predictions:    9552/  10000 (95.52%), best:    9566/10000 (95.66%), error:      1584.17456, best error:      1507.18372 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.9005737305s, input_fired_time: 0.4756071866, output_fired_time: 0.4358314276, propagate_forward_time: 22.8802509308, propagate_backward_time: 34.0230941772, weight_update_time: 0.1133877113, other_time: 2.0857849121
epoch time: 5.0062417984s, input_fired_time: 0.0588864163, output_fired_time: 0.0000000000, propagate_forward_time: 4.5740470886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733081818
validation[          , genome  3029] predictions:    9506/  10000 (95.06%), best:    9566/10000 (95.66%), error:      1629.70386, best error:      1507.18372 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 59.6436614990s, input_fired_time: 0.4717969596, output_fired_time: 0.4367850423, propagate_forward_time: 22.8042907715, propagate_backward_time: 33.8506278992, weight_update_time: 0.1125637293, other_time: 2.0801582336
epoch time: 4.9921259880s, input_fired_time: 0.0589163639, output_fired_time: 0.0000000000, propagate_forward_time: 4.5554637909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777456284
validation[          , genome  3029] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1489.60889, best error:      1489.60889 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 59.9672927856s, input_fired_time: 0.4842337668, output_fired_time: 0.4356047511, propagate_forward_time: 22.8852214813, propagate_backward_time: 34.0068130493, weight_update_time: 0.1144402698, other_time: 2.1554183960
epoch time: 5.0352363586s, input_fired_time: 0.0605698638, output_fired_time: 0.0000000000, propagate_forward_time: 4.5889859200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856806755
validation[          , genome  3029] predictions:    9520/  10000 (95.20%), best:    9571/10000 (95.71%), error:      1561.81787, best error:      1489.60889 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.9685974121s, input_fired_time: 0.4808518589, output_fired_time: 0.4344305098, propagate_forward_time: 22.9079475403, propagate_backward_time: 34.0274200439, weight_update_time: 0.1143491566, other_time: 2.1179504395
epoch time: 5.0038108826s, input_fired_time: 0.0592640452, output_fired_time: 0.0000000000, propagate_forward_time: 4.5635304451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810162544
validation[          , genome  3029] predictions:    9528/  10000 (95.28%), best:    9571/10000 (95.71%), error:      1580.42346, best error:      1489.60889 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.7553138733s, input_fired_time: 0.4791122377, output_fired_time: 0.4335895777, propagate_forward_time: 22.8610858917, propagate_backward_time: 33.8636741638, weight_update_time: 0.1126308888, other_time: 2.1178550720
epoch time: 5.0149068832s, input_fired_time: 0.0588522479, output_fired_time: 0.0000000000, propagate_forward_time: 4.5795955658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764591217
validation[          , genome  3029] predictions:    9528/  10000 (95.28%), best:    9571/10000 (95.71%), error:      1564.45068, best error:      1489.60889 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 59.8273353577s, input_fired_time: 0.4753917456, output_fired_time: 0.4318926036, propagate_forward_time: 22.8759117126, propagate_backward_time: 33.9492111206, weight_update_time: 0.1119350344, other_time: 2.0949287415
epoch time: 5.0064306259s, input_fired_time: 0.0592195988, output_fired_time: 0.0000000000, propagate_forward_time: 4.5701394081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770718575
validation[          , genome  3029] predictions:    9497/  10000 (94.97%), best:    9571/10000 (95.71%), error:      1636.77856, best error:      1489.60889 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.9649810791s, input_fired_time: 0.4855490327, output_fired_time: 0.4342332482, propagate_forward_time: 22.8659362793, propagate_backward_time: 34.0332336426, weight_update_time: 0.1143039390, other_time: 2.1460266113
epoch time: 5.0363731384s, input_fired_time: 0.0606873035, output_fired_time: 0.0000000000, propagate_forward_time: 4.5907082558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849778175
validation[          , genome  3029] predictions:    9510/  10000 (95.10%), best:    9571/10000 (95.71%), error:      1668.19702, best error:      1489.60889 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 59.5167922974s, input_fired_time: 0.4771653116, output_fired_time: 0.4309810400, propagate_forward_time: 22.7869510651, propagate_backward_time: 33.7043838501, weight_update_time: 0.1117449105, other_time: 2.1173095703
epoch time: 4.9935994148s, input_fired_time: 0.0595766865, output_fired_time: 0.0000000000, propagate_forward_time: 4.5547032356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793196678
validation[          , genome  3029] predictions:    9565/  10000 (95.65%), best:    9565/10000 (95.65%), error:      1455.28296, best error:      1455.28296 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 59.9341087341s, input_fired_time: 0.4841687977, output_fired_time: 0.4364319742, propagate_forward_time: 22.8630542755, propagate_backward_time: 34.0013237000, weight_update_time: 0.1147400960, other_time: 2.1491279602
epoch time: 5.0183463097s, input_fired_time: 0.0599431619, output_fired_time: 0.0000000000, propagate_forward_time: 4.5747637749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836393356
validation[          , genome  3029] predictions:    9541/  10000 (95.41%), best:    9565/10000 (95.65%), error:      1513.00366, best error:      1455.28296 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 59.8015823364s, input_fired_time: 0.4785892367, output_fired_time: 0.4334445596, propagate_forward_time: 22.8562812805, propagate_backward_time: 33.9233474731, weight_update_time: 0.1126845628, other_time: 2.1099205017
epoch time: 5.0000276566s, input_fired_time: 0.0590777844, output_fired_time: 0.0000000000, propagate_forward_time: 4.5638866425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770632744
validation[          , genome  3029] predictions:    9568/  10000 (95.68%), best:    9565/10000 (95.65%), error:      1470.13306, best error:      1455.28296 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.7197952271s, input_fired_time: 0.4786287248, output_fired_time: 0.4345711768, propagate_forward_time: 22.8257255554, propagate_backward_time: 33.8770599365, weight_update_time: 0.1137081087, other_time: 2.1038093567
epoch time: 5.0160098076s, input_fired_time: 0.0590722524, output_fired_time: 0.0000000000, propagate_forward_time: 4.5794515610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774862289
validation[          , genome  3029] predictions:    9553/  10000 (95.53%), best:    9565/10000 (95.65%), error:      1462.94531, best error:      1455.28296 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.7487106323s, input_fired_time: 0.4759881496, output_fired_time: 0.4355638921, propagate_forward_time: 22.8602581024, propagate_backward_time: 33.8982276917, weight_update_time: 0.1139207631, other_time: 2.0786781311
epoch time: 4.9811515808s, input_fired_time: 0.0598120652, output_fired_time: 0.0000000000, propagate_forward_time: 4.5430955887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782439232
validation[          , genome  3029] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1453.36572, best error:      1453.36572 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.0053901672s, input_fired_time: 0.4756787419, output_fired_time: 0.4354880750, propagate_forward_time: 22.8616809845, propagate_backward_time: 34.1479263306, weight_update_time: 0.1134133413, other_time: 2.0846176147
epoch time: 5.0210218430s, input_fired_time: 0.0600179508, output_fired_time: 0.0000000000, propagate_forward_time: 4.5857496262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752541542
validation[          , genome  3029] predictions:    9560/  10000 (95.60%), best:    9564/10000 (95.64%), error:      1457.03125, best error:      1453.36572 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.5382385254s, input_fired_time: 0.4832536578, output_fired_time: 0.4306514263, propagate_forward_time: 22.7388610840, propagate_backward_time: 33.7457199097, weight_update_time: 0.1131128818, other_time: 2.1397514343
epoch time: 4.9809608459s, input_fired_time: 0.0605860837, output_fired_time: 0.0000000000, propagate_forward_time: 4.5344848633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858900070
validation[          , genome  3029] predictions:    9517/  10000 (95.17%), best:    9564/10000 (95.64%), error:      1600.32092, best error:      1453.36572 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.0845336914s, input_fired_time: 0.4816245139, output_fired_time: 0.4361568987, propagate_forward_time: 22.9571113586, propagate_backward_time: 34.1104736328, weight_update_time: 0.1132552996, other_time: 2.0991668701
epoch time: 5.0244655609s, input_fired_time: 0.0589671545, output_fired_time: 0.0000000000, propagate_forward_time: 4.5891914368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763070107
validation[          , genome  3029] predictions:    9549/  10000 (95.49%), best:    9564/10000 (95.64%), error:      1533.01013, best error:      1453.36572 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 60.1142883301s, input_fired_time: 0.4842576981, output_fired_time: 0.4374452233, propagate_forward_time: 22.9533023834, propagate_backward_time: 34.0919799805, weight_update_time: 0.1137562245, other_time: 2.1473007202
epoch time: 5.0323166847s, input_fired_time: 0.0602315031, output_fired_time: 0.0000000000, propagate_forward_time: 4.5874614716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846235275
validation[          , genome  3029] predictions:    9520/  10000 (95.20%), best:    9564/10000 (95.64%), error:      1622.69751, best error:      1453.36572 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 59.4946327209s, input_fired_time: 0.4768913388, output_fired_time: 0.4312370718, propagate_forward_time: 22.7648487091, propagate_backward_time: 33.7288513184, weight_update_time: 0.1121319160, other_time: 2.0928039551
epoch time: 5.0079765320s, input_fired_time: 0.0593063273, output_fired_time: 0.0000000000, propagate_forward_time: 4.5710225105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776478767
validation[          , genome  3029] predictions:    9571/  10000 (95.71%), best:    9564/10000 (95.64%), error:      1479.93604, best error:      1453.36572 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.0468673706s, input_fired_time: 0.4778139889, output_fired_time: 0.4367893636, propagate_forward_time: 22.9537353516, propagate_backward_time: 34.0921783447, weight_update_time: 0.1138105467, other_time: 2.0863494873
epoch time: 4.9975910187s, input_fired_time: 0.0595805719, output_fired_time: 0.0000000000, propagate_forward_time: 4.5618677139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761425018
validation[          , genome  3029] predictions:    9563/  10000 (95.63%), best:    9564/10000 (95.64%), error:      1459.38477, best error:      1453.36572 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 60.0925254822s, input_fired_time: 0.4814458191, output_fired_time: 0.4378398061, propagate_forward_time: 22.9629249573, propagate_backward_time: 34.1067161560, weight_update_time: 0.1127482206, other_time: 2.1035995483
epoch time: 5.0317764282s, input_fired_time: 0.0595792569, output_fired_time: 0.0000000000, propagate_forward_time: 4.5966181755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755788803
validation[          , genome  3029] predictions:    9525/  10000 (95.25%), best:    9564/10000 (95.64%), error:      1557.41467, best error:      1453.36572 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 60.0705337524s, input_fired_time: 0.4777963459, output_fired_time: 0.4369135499, propagate_forward_time: 22.9635486603, propagate_backward_time: 34.0978431702, weight_update_time: 0.1128649637, other_time: 2.0944328308
epoch time: 5.0300521851s, input_fired_time: 0.0599338450, output_fired_time: 0.0000000000, propagate_forward_time: 4.5932769775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768415451
validation[          , genome  3029] predictions:    9522/  10000 (95.22%), best:    9564/10000 (95.64%), error:      1632.16772, best error:      1453.36572 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 59.6165695190s, input_fired_time: 0.4825964868, output_fired_time: 0.4348262846, propagate_forward_time: 22.7859535217, propagate_backward_time: 33.8168563843, weight_update_time: 0.1121570542, other_time: 2.0963363647
epoch time: 5.0104174614s, input_fired_time: 0.0600397736, output_fired_time: 0.0000000000, propagate_forward_time: 4.5678286552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825488091
validation[          , genome  3029] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1418.10608, best error:      1418.10608 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 59.8439483643s, input_fired_time: 0.4796848297, output_fired_time: 0.4346579015, propagate_forward_time: 22.8800678253, propagate_backward_time: 33.9672126770, weight_update_time: 0.1120845005, other_time: 2.0823249817
epoch time: 5.0348472595s, input_fired_time: 0.0597138256, output_fired_time: 0.0000000000, propagate_forward_time: 4.5982041359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769292831
validation[          , genome  3029] predictions:    9576/  10000 (95.76%), best:    9592/10000 (95.92%), error:      1468.39124, best error:      1418.10608 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 59.6487274170s, input_fired_time: 0.4800215065, output_fired_time: 0.4349076152, propagate_forward_time: 22.7950096130, propagate_backward_time: 33.8408317566, weight_update_time: 0.1130939275, other_time: 2.0979576111
epoch time: 4.9845318794s, input_fired_time: 0.0594878308, output_fired_time: 0.0000000000, propagate_forward_time: 4.5505228043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745212555
validation[          , genome  3029] predictions:    9559/  10000 (95.59%), best:    9592/10000 (95.92%), error:      1508.92285, best error:      1418.10608 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 59.9633598328s, input_fired_time: 0.4836701155, output_fired_time: 0.4358884096, propagate_forward_time: 22.9087505341, propagate_backward_time: 34.0217704773, weight_update_time: 0.1138801947, other_time: 2.1132774353
epoch time: 5.0359358788s, input_fired_time: 0.0598667562, output_fired_time: 0.0000000000, propagate_forward_time: 4.5986661911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774027824
validation[          , genome  3029] predictions:    9558/  10000 (95.58%), best:    9592/10000 (95.92%), error:      1505.73291, best error:      1418.10608 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 59.6570549011s, input_fired_time: 0.4758656621, output_fired_time: 0.4350355864, propagate_forward_time: 22.7712974548, propagate_backward_time: 33.8725662231, weight_update_time: 0.1125108525, other_time: 2.1022911072
epoch time: 5.0211248398s, input_fired_time: 0.0602106154, output_fired_time: 0.0000000000, propagate_forward_time: 4.5851621628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757519722
validation[          , genome  3029] predictions:    9552/  10000 (95.52%), best:    9592/10000 (95.92%), error:      1514.32263, best error:      1418.10608 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 59.8991622925s, input_fired_time: 0.4802251160, output_fired_time: 0.4355438352, propagate_forward_time: 22.9035568237, propagate_backward_time: 33.9898605347, weight_update_time: 0.1129695326, other_time: 2.0899772644
epoch time: 5.0136218071s, input_fired_time: 0.0603870116, output_fired_time: 0.0000000000, propagate_forward_time: 4.5741901398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790445328
validation[          , genome  3029] predictions:    9551/  10000 (95.51%), best:    9592/10000 (95.92%), error:      1500.96448, best error:      1418.10608 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.6615753174s, input_fired_time: 0.4854800403, output_fired_time: 0.4329286516, propagate_forward_time: 22.7865066528, propagate_backward_time: 33.8034515381, weight_update_time: 0.1122869328, other_time: 2.1532058716
epoch time: 4.9903798103s, input_fired_time: 0.0605331212, output_fired_time: 0.0000000000, propagate_forward_time: 4.5500297546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798170090
validation[          , genome  3029] predictions:    9560/  10000 (95.60%), best:    9592/10000 (95.92%), error:      1492.34814, best error:      1418.10608 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 59.7693710327s, input_fired_time: 0.4784340560, output_fired_time: 0.4339802861, propagate_forward_time: 22.8431510925, propagate_backward_time: 33.9334754944, weight_update_time: 0.1129482090, other_time: 2.0803298950
epoch time: 4.9868693352s, input_fired_time: 0.0597129688, output_fired_time: 0.0000000000, propagate_forward_time: 4.5520253181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751311302
validation[          , genome  3029] predictions:    9564/  10000 (95.64%), best:    9592/10000 (95.92%), error:      1517.98120, best error:      1418.10608 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 59.7617759705s, input_fired_time: 0.4810516238, output_fired_time: 0.4353557825, propagate_forward_time: 22.8407840729, propagate_backward_time: 33.9214172363, weight_update_time: 0.1139190421, other_time: 2.0831680298
epoch time: 4.9958152771s, input_fired_time: 0.0598491952, output_fired_time: 0.0000000000, propagate_forward_time: 4.5541300774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818359375
validation[          , genome  3029] predictions:    9565/  10000 (95.65%), best:    9592/10000 (95.92%), error:      1459.40930, best error:      1418.10608 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.0207595825s, input_fired_time: 0.4811337590, output_fired_time: 0.4355484247, propagate_forward_time: 22.9621276855, propagate_backward_time: 34.0624465942, weight_update_time: 0.1125270128, other_time: 2.0795059204
epoch time: 5.0225901604s, input_fired_time: 0.0597997047, output_fired_time: 0.0000000000, propagate_forward_time: 4.5864582062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763322830
validation[          , genome  3029] predictions:    9572/  10000 (95.72%), best:    9592/10000 (95.92%), error:      1487.23218, best error:      1418.10608 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.6303329468s, input_fired_time: 0.4794942439, output_fired_time: 0.4320251942, propagate_forward_time: 22.8153667450, propagate_backward_time: 33.8198242188, weight_update_time: 0.1128571928, other_time: 2.0836181641
epoch time: 4.9935050011s, input_fired_time: 0.0598078184, output_fired_time: 0.0000000000, propagate_forward_time: 4.5579023361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757948875
validation[          , genome  3029] predictions:    9537/  10000 (95.37%), best:    9592/10000 (95.92%), error:      1566.05542, best error:      1418.10608 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 59.9550056458s, input_fired_time: 0.4874373674, output_fired_time: 0.4360008836, propagate_forward_time: 22.8725318909, propagate_backward_time: 34.0100097656, weight_update_time: 0.1141980141, other_time: 2.1490249634
epoch time: 5.0273075104s, input_fired_time: 0.0614531785, output_fired_time: 0.0000000000, propagate_forward_time: 4.5821590424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836951256
validation[          , genome  3029] predictions:    9527/  10000 (95.27%), best:    9592/10000 (95.92%), error:      1600.10999, best error:      1418.10608 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.0451087952s, input_fired_time: 0.4899890423, output_fired_time: 0.4383761883, propagate_forward_time: 22.9182281494, propagate_backward_time: 34.0471305847, weight_update_time: 0.1137345731, other_time: 2.1513824463
epoch time: 5.0253624916s, input_fired_time: 0.0608436279, output_fired_time: 0.0000000000, propagate_forward_time: 4.5795807838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849382401
validation[          , genome  3029] predictions:    9548/  10000 (95.48%), best:    9592/10000 (95.92%), error:      1492.65222, best error:      1418.10608 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.8411140442s, input_fired_time: 0.4877978563, output_fired_time: 0.4335485697, propagate_forward_time: 22.8662261963, propagate_backward_time: 33.9064407349, weight_update_time: 0.1135659143, other_time: 2.1471023560
epoch time: 5.0148158073s, input_fired_time: 0.0616078153, output_fired_time: 0.0000000000, propagate_forward_time: 4.5673913956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858165741
validation[          , genome  3029] predictions:    9557/  10000 (95.57%), best:    9592/10000 (95.92%), error:      1528.78833, best error:      1418.10608 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.4890518188s, input_fired_time: 0.4764866829, output_fired_time: 0.4331441820, propagate_forward_time: 22.7389278412, propagate_backward_time: 33.7604370117, weight_update_time: 0.1132223532, other_time: 2.0800552368
epoch time: 4.9782419205s, input_fired_time: 0.0594716221, output_fired_time: 0.0000000000, propagate_forward_time: 4.5429859161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757843971
validation[          , genome  3029] predictions:    9558/  10000 (95.58%), best:    9592/10000 (95.92%), error:      1500.28882, best error:      1418.10608 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.8179588318s, input_fired_time: 0.4853771925, output_fired_time: 0.4342463911, propagate_forward_time: 22.8594093323, propagate_backward_time: 33.9209518433, weight_update_time: 0.1134829372, other_time: 2.1179733276
epoch time: 5.0143613815s, input_fired_time: 0.0614532046, output_fired_time: 0.0000000000, propagate_forward_time: 4.5781493187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747587204
validation[          , genome  3029] predictions:    9579/  10000 (95.79%), best:    9592/10000 (95.92%), error:      1517.61169, best error:      1418.10608 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 59.5289154053s, input_fired_time: 0.4775451422, output_fired_time: 0.4318331778, propagate_forward_time: 22.7630729675, propagate_backward_time: 33.7789916992, weight_update_time: 0.1125766337, other_time: 2.0774726868
epoch time: 4.9817109108s, input_fired_time: 0.0596271306, output_fired_time: 0.0000000000, propagate_forward_time: 4.5470561981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750276566
validation[          , genome  3029] predictions:    9543/  10000 (95.43%), best:    9592/10000 (95.92%), error:      1568.54407, best error:      1418.10608 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 59.8652420044s, input_fired_time: 0.4866716266, output_fired_time: 0.4351456463, propagate_forward_time: 22.8834896088, propagate_backward_time: 33.9095611572, weight_update_time: 0.1133726910, other_time: 2.1503753662
epoch time: 5.0189642906s, input_fired_time: 0.0596693754, output_fired_time: 0.0000000000, propagate_forward_time: 4.5745472908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847475052
validation[          , genome  3029] predictions:    9539/  10000 (95.39%), best:    9592/10000 (95.92%), error:      1618.01221, best error:      1418.10608 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 60.0670166016s, input_fired_time: 0.4794243574, output_fired_time: 0.4364958704, propagate_forward_time: 22.9452018738, propagate_backward_time: 34.1292877197, weight_update_time: 0.1128674224, other_time: 2.0766067505
epoch time: 5.0255012512s, input_fired_time: 0.0600867197, output_fired_time: 0.0000000000, propagate_forward_time: 4.5890879631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763265610
validation[          , genome  3029] predictions:    9569/  10000 (95.69%), best:    9592/10000 (95.92%), error:      1447.11938, best error:      1418.10608 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 59.6918640137s, input_fired_time: 0.4842601418, output_fired_time: 0.4333627820, propagate_forward_time: 22.8359947205, propagate_backward_time: 33.8427238464, weight_update_time: 0.1129421890, other_time: 2.0955238342
epoch time: 4.9696683884s, input_fired_time: 0.0599722378, output_fired_time: 0.0000000000, propagate_forward_time: 4.5345325470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751635551
validation[          , genome  3029] predictions:    9552/  10000 (95.52%), best:    9592/10000 (95.92%), error:      1504.71655, best error:      1418.10608 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.7535705566s, input_fired_time: 0.4886795580, output_fired_time: 0.4328088164, propagate_forward_time: 22.8183994293, propagate_backward_time: 33.8705596924, weight_update_time: 0.1145609096, other_time: 2.1431274414
epoch time: 5.0055651665s, input_fired_time: 0.0613574982, output_fired_time: 0.0000000000, propagate_forward_time: 4.5640258789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801817894
validation[          , genome  3029] predictions:    9570/  10000 (95.70%), best:    9592/10000 (95.92%), error:      1444.03589, best error:      1418.10608 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 59.7782974243s, input_fired_time: 0.4834515750, output_fired_time: 0.4330238402, propagate_forward_time: 22.8392715454, propagate_backward_time: 33.9107398987, weight_update_time: 0.1137439013, other_time: 2.1118087769
epoch time: 5.0062084198s, input_fired_time: 0.0597253256, output_fired_time: 0.0000000000, propagate_forward_time: 4.5673499107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791332245
validation[          , genome  3029] predictions:    9541/  10000 (95.41%), best:    9592/10000 (95.92%), error:      1545.33643, best error:      1418.10608 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 60.0895271301s, input_fired_time: 0.4904839396, output_fired_time: 0.4365343451, propagate_forward_time: 22.9483776093, propagate_backward_time: 34.0643005371, weight_update_time: 0.1144179851, other_time: 2.1498336792
epoch time: 5.0267128944s, input_fired_time: 0.0608196743, output_fired_time: 0.0000000000, propagate_forward_time: 4.5814280510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844652176
validation[          , genome  3029] predictions:    9561/  10000 (95.61%), best:    9592/10000 (95.92%), error:      1508.87439, best error:      1418.10608 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 59.9349517822s, input_fired_time: 0.4828351438, output_fired_time: 0.4363391101, propagate_forward_time: 22.9078922272, propagate_backward_time: 34.0055351257, weight_update_time: 0.1132356375, other_time: 2.1023521423
epoch time: 5.0077199936s, input_fired_time: 0.0604276098, output_fired_time: 0.0000000000, propagate_forward_time: 4.5691084862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781838417
validation[          , genome  3029] predictions:    9562/  10000 (95.62%), best:    9592/10000 (95.92%), error:      1445.38757, best error:      1418.10608 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 59.8931961060s, input_fired_time: 0.4853092134, output_fired_time: 0.4417524338, propagate_forward_time: 22.8720664978, propagate_backward_time: 33.9872474670, weight_update_time: 0.1130553931, other_time: 2.1068191528
epoch time: 5.0077357292s, input_fired_time: 0.0602460392, output_fired_time: 0.0000000000, propagate_forward_time: 4.5679259300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795638084
validation[          , genome  3029] predictions:    9545/  10000 (95.45%), best:    9592/10000 (95.92%), error:      1528.53418, best error:      1418.10608 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 60.0224113464s, input_fired_time: 0.4898727536, output_fired_time: 0.4373619556, propagate_forward_time: 22.9119548798, propagate_backward_time: 34.0355720520, weight_update_time: 0.1140835285, other_time: 2.1476478577
epoch time: 4.9840064049s, input_fired_time: 0.0602793880, output_fired_time: 0.0000000000, propagate_forward_time: 4.5380206108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857064247
validation[          , genome  3029] predictions:    9573/  10000 (95.73%), best:    9592/10000 (95.92%), error:      1460.64136, best error:      1418.10608 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.0625762939s, input_fired_time: 0.4925923049, output_fired_time: 0.4368115962, propagate_forward_time: 22.9134254456, propagate_backward_time: 34.0723953247, weight_update_time: 0.1149628833, other_time: 2.1473503113
epoch time: 4.9839453697s, input_fired_time: 0.0613032654, output_fired_time: 0.0000000000, propagate_forward_time: 4.5378894806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847527504
validation[          , genome  3029] predictions:    9574/  10000 (95.74%), best:    9592/10000 (95.92%), error:      1419.15063, best error:      1418.10608 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.7451896667s, input_fired_time: 0.4851501584, output_fired_time: 0.4323080778, propagate_forward_time: 22.8216800690, propagate_backward_time: 33.9009704590, weight_update_time: 0.1130318940, other_time: 2.1050796509
epoch time: 4.9884047508s, input_fired_time: 0.0601896830, output_fired_time: 0.0000000000, propagate_forward_time: 4.5496244431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785905838
validation[          , genome  3029] predictions:    9559/  10000 (95.59%), best:    9592/10000 (95.92%), error:      1486.42969, best error:      1418.10608 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 59.7193336487s, input_fired_time: 0.4827035964, output_fired_time: 0.4336827993, propagate_forward_time: 22.8202457428, propagate_backward_time: 33.9087295532, weight_update_time: 0.1119610891, other_time: 2.0739746094
epoch time: 4.9900293350s, input_fired_time: 0.0607578009, output_fired_time: 0.0000000000, propagate_forward_time: 4.5561070442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731646538
validation[          , genome  3029] predictions:    9567/  10000 (95.67%), best:    9592/10000 (95.92%), error:      1496.09766, best error:      1418.10608 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.9584236145s, input_fired_time: 0.4894643128, output_fired_time: 0.4343557358, propagate_forward_time: 22.9047565460, propagate_backward_time: 33.9952583313, weight_update_time: 0.1147822216, other_time: 2.1345863342
epoch time: 4.9833235741s, input_fired_time: 0.0607795678, output_fired_time: 0.0000000000, propagate_forward_time: 4.5476064682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749375343
validation[          , genome  3029] predictions:    9562/  10000 (95.62%), best:    9592/10000 (95.92%), error:      1456.96570, best error:      1418.10608 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 59.8151245117s, input_fired_time: 0.4859272540, output_fired_time: 0.4350656569, propagate_forward_time: 22.8491096497, propagate_backward_time: 33.9590911865, weight_update_time: 0.1138797402, other_time: 2.0859298706
epoch time: 4.9978327751s, input_fired_time: 0.0601926930, output_fired_time: 0.0000000000, propagate_forward_time: 4.5592460632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783941269
validation[          , genome  3029] predictions:    9564/  10000 (95.64%), best:    9592/10000 (95.92%), error:      1466.99170, best error:      1418.10608 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 60.0627632141s, input_fired_time: 0.4863082469, output_fired_time: 0.4344670773, propagate_forward_time: 22.9506416321, propagate_backward_time: 34.0911254883, weight_update_time: 0.1123458594, other_time: 2.1002197266
epoch time: 5.0315756798s, input_fired_time: 0.0607923903, output_fired_time: 0.0000000000, propagate_forward_time: 4.5940856934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766975403
validation[          , genome  3029] predictions:    9542/  10000 (95.42%), best:    9592/10000 (95.92%), error:      1561.48315, best error:      1418.10608 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.4445228577s, input_fired_time: 0.4824055135, output_fired_time: 0.4310645163, propagate_forward_time: 22.7088069916, propagate_backward_time: 33.7335700989, weight_update_time: 0.1125619859, other_time: 2.0886726379
epoch time: 4.9805684090s, input_fired_time: 0.0607987531, output_fired_time: 0.0000000000, propagate_forward_time: 4.5425596237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772101402
validation[          , genome  3029] predictions:    9572/  10000 (95.72%), best:    9592/10000 (95.92%), error:      1494.40112, best error:      1418.10608 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 59.8587684631s, input_fired_time: 0.4874714613, output_fired_time: 0.4324508309, propagate_forward_time: 22.8661270142, propagate_backward_time: 33.9240760803, weight_update_time: 0.1141133308, other_time: 2.1486434937
epoch time: 5.0218219757s, input_fired_time: 0.0622617453, output_fired_time: 0.0000000000, propagate_forward_time: 4.5765194893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830409050
validation[          , genome  3029] predictions:    9545/  10000 (95.45%), best:    9592/10000 (95.92%), error:      1521.39209, best error:      1418.10608 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.0758018494s, input_fired_time: 0.4846816659, output_fired_time: 0.4363507032, propagate_forward_time: 22.9586353302, propagate_backward_time: 34.1128997803, weight_update_time: 0.1119243428, other_time: 2.0832366943
epoch time: 5.0407843590s, input_fired_time: 0.0618303493, output_fired_time: 0.0000000000, propagate_forward_time: 4.5955338478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834199905
validation[          , genome  3029] predictions:    9571/  10000 (95.71%), best:    9592/10000 (95.92%), error:      1494.01758, best error:      1418.10608 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 59.5315017700s, input_fired_time: 0.4896768034, output_fired_time: 0.4310532212, propagate_forward_time: 22.7446479797, propagate_backward_time: 33.7191581726, weight_update_time: 0.1130263582, other_time: 2.1469650269
epoch time: 5.0072388649s, input_fired_time: 0.0609773286, output_fired_time: 0.0000000000, propagate_forward_time: 4.5611047745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851566315
validation[          , genome  3029] predictions:    9552/  10000 (95.52%), best:    9592/10000 (95.92%), error:      1512.84106, best error:      1418.10608 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 59.6202964783s, input_fired_time: 0.4888086617, output_fired_time: 0.4318951368, propagate_forward_time: 22.7524547577, propagate_backward_time: 33.8020706177, weight_update_time: 0.1136427000, other_time: 2.1450653076
epoch time: 4.9810867310s, input_fired_time: 0.0609269552, output_fired_time: 0.0000000000, propagate_forward_time: 4.5375447273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826150894
validation[          , genome  3029] predictions:    9570/  10000 (95.70%), best:    9592/10000 (95.92%), error:      1471.49353, best error:      1418.10608 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 60.0465126038s, input_fired_time: 0.4914126396, output_fired_time: 0.4364207089, propagate_forward_time: 22.9389514923, propagate_backward_time: 34.0306625366, weight_update_time: 0.1136653721, other_time: 2.1490631104
epoch time: 5.0343608856s, input_fired_time: 0.0611456111, output_fired_time: 0.0000000000, propagate_forward_time: 4.5865917206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866233826
validation[          , genome  3029] predictions:    9568/  10000 (95.68%), best:    9592/10000 (95.92%), error:      1420.66675, best error:      1418.10608 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 59.9841232300s, input_fired_time: 0.4905267656, output_fired_time: 0.4375796318, propagate_forward_time: 22.9073047638, propagate_backward_time: 34.0009574890, weight_update_time: 0.1144231558, other_time: 2.1477546692
epoch time: 5.0116243362s, input_fired_time: 0.0611340776, output_fired_time: 0.0000000000, propagate_forward_time: 4.5761184692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743720055
validation[          , genome  3029] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1413.74036, best error:      1413.74036 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 60.0584640503s, input_fired_time: 0.4935214520, output_fired_time: 0.4377807975, propagate_forward_time: 22.9254875183, propagate_backward_time: 34.0561103821, weight_update_time: 0.1139418185, other_time: 2.1455612183
epoch time: 4.9707884789s, input_fired_time: 0.0612165518, output_fired_time: 0.0000000000, propagate_forward_time: 4.5291738510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803982735
validation[          , genome  3029] predictions:    9504/  10000 (95.04%), best:    9581/10000 (95.81%), error:      1703.07007, best error:      1413.74036 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.5189285278s, input_fired_time: 0.4808045626, output_fired_time: 0.4325927794, propagate_forward_time: 22.7610111237, propagate_backward_time: 33.7733345032, weight_update_time: 0.1118329242, other_time: 2.0711860657
epoch time: 4.9858050346s, input_fired_time: 0.0618871897, output_fired_time: 0.0000000000, propagate_forward_time: 4.5485086441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754091263
validation[          , genome  3029] predictions:    9520/  10000 (95.20%), best:    9581/10000 (95.81%), error:      1616.35876, best error:      1413.74036 on epoch:    98, 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: 25.2748794556s, input_fired_time: 0.3116843700, output_fired_time: 0.0000000000, propagate_forward_time: 22.9590301514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0041656494
best training[          , genome  3029] predictions:   48711/  50000 (97.42%), best:    9581/10000 (95.81%), error:      4725.89941, best error:      1413.74036 on epoch:    98, 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: 5.0168342590s, input_fired_time: 0.0610584803, output_fired_time: 0.0000000000, propagate_forward_time: 4.5812473297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745284081
   testing[          , genome  3029] predictions:    9646/  10000 (96.46%), best:    9581/10000 (95.81%), error:      1220.35425, best error:      1413.74036 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:37:18 (4360): called boinc_finish(0)

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