Nameexact_genome_1512568488_45_4541_0
Workunit2593908
Created7 Dec 2017, 10:24:18 UTC
Sent7 Dec 2017, 10:29:10 UTC
Report deadline13 Dec 2017, 11:23:16 UTC
Received8 Dec 2017, 20:18:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 0 min 52 sec
CPU time3 hours 0 min 49 sec
Validate stateValid
Credit1,509.39
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.53 MB
Peak swap size153.00 MB
Peak disk usage1.87 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1197437495, output_fired_time: 0.0000000000, propagate_forward_time: 7.5671510696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581680298
validation[          , genome  4541] predictions:    9658/  10000 (96.58%), best:    9680/10000 (96.80%), error:      1113.88513, best error:      1065.65405 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 98.8339767456s, input_fired_time: 0.9722717404, output_fired_time: 0.8855217695, propagate_forward_time: 37.6182022095, propagate_backward_time: 56.8132858276, weight_update_time: 0.1474044025, other_time: 2.5446929932
epoch time: 8.0888414383s, input_fired_time: 0.1181815937, output_fired_time: 0.0000000000, propagate_forward_time: 7.5258541107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448056221
validation[          , genome  4541] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1036.55420, best error:      1036.55420 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.2931900024s, input_fired_time: 0.9706470370, output_fired_time: 0.8807056546, propagate_forward_time: 37.3017616272, propagate_backward_time: 56.5890884399, weight_update_time: 0.1466402560, other_time: 2.5509834290
epoch time: 8.0363607407s, input_fired_time: 0.1197783574, output_fired_time: 0.0000000000, propagate_forward_time: 7.4606070518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559755325
validation[          , genome  4541] predictions:    9630/  10000 (96.30%), best:    9704/10000 (97.04%), error:      1164.35425, best error:      1036.55420 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 98.8576889038s, input_fired_time: 0.9635564685, output_fired_time: 0.8860165477, propagate_forward_time: 37.6160545349, propagate_backward_time: 56.9014358521, weight_update_time: 0.1446518004, other_time: 2.4906272888
epoch time: 8.1040134430s, input_fired_time: 0.1189957783, output_fired_time: 0.0000000000, propagate_forward_time: 7.5405087471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445090294
validation[          , genome  4541] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1128.26453, best error:      1036.55420 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 98.1711349487s, input_fired_time: 0.9472610950, output_fired_time: 0.8776817918, propagate_forward_time: 37.3866729736, propagate_backward_time: 56.4929084778, weight_update_time: 0.1434156299, other_time: 2.4666099548
epoch time: 8.0671405792s, input_fired_time: 0.1170236096, output_fired_time: 0.0000000000, propagate_forward_time: 7.5039167404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462003708
validation[          , genome  4541] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1039.68396, best error:      1036.55420 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 99.1368255615s, input_fired_time: 0.9776311517, output_fired_time: 0.8888213634, propagate_forward_time: 37.6953620911, propagate_backward_time: 57.0184059143, weight_update_time: 0.1480588764, other_time: 2.5566024780
epoch time: 8.1219921112s, input_fired_time: 0.1200931370, output_fired_time: 0.0000000000, propagate_forward_time: 7.5434350967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584636688
validation[          , genome  4541] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       981.99799, best error:       981.99799 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.8000030518s, input_fired_time: 0.9584028721, output_fired_time: 0.8878884912, propagate_forward_time: 37.5994529724, propagate_backward_time: 56.8636665344, weight_update_time: 0.1458363682, other_time: 2.4905929565
epoch time: 8.0904388428s, input_fired_time: 0.1179125831, output_fired_time: 0.0000000000, propagate_forward_time: 7.5283408165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441852570
validation[          , genome  4541] predictions:    9688/  10000 (96.88%), best:    9710/10000 (97.10%), error:       995.61554, best error:       981.99799 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 98.4862823486s, input_fired_time: 0.9652338028, output_fired_time: 0.8857823610, propagate_forward_time: 37.4561004639, propagate_backward_time: 56.6784362793, weight_update_time: 0.1458162218, other_time: 2.5007324219
epoch time: 8.0036125183s, input_fired_time: 0.1174170226, output_fired_time: 0.0000000000, propagate_forward_time: 7.4406280518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455676079
validation[          , genome  4541] predictions:    9658/  10000 (96.58%), best:    9710/10000 (97.10%), error:      1140.46155, best error:       981.99799 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 99.0288314819s, input_fired_time: 0.9593681097, output_fired_time: 0.8893306255, propagate_forward_time: 37.7297019958, propagate_backward_time: 56.9780158997, weight_update_time: 0.1459833086, other_time: 2.4724197388
epoch time: 8.1212778091s, input_fired_time: 0.1200756207, output_fired_time: 0.0000000000, propagate_forward_time: 7.5554008484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458017349
validation[          , genome  4541] predictions:    9688/  10000 (96.88%), best:    9710/10000 (97.10%), error:      1039.78027, best error:       981.99799 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.8298034668s, input_fired_time: 0.9734447002, output_fired_time: 0.8851888776, propagate_forward_time: 37.6056060791, propagate_backward_time: 56.8060035706, weight_update_time: 0.1470495462, other_time: 2.5595664978
epoch time: 8.0711650848s, input_fired_time: 0.1200534180, output_fired_time: 0.0000000000, propagate_forward_time: 7.4920988083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590129852
validation[          , genome  4541] predictions:    9619/  10000 (96.19%), best:    9710/10000 (97.10%), error:      1279.12500, best error:       981.99799 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 98.7828445435s, input_fired_time: 0.9756720662, output_fired_time: 0.8869756460, propagate_forward_time: 37.6002159119, propagate_backward_time: 56.7669067383, weight_update_time: 0.1476236284, other_time: 2.5530738831
epoch time: 8.0809659958s, input_fired_time: 0.1209598705, output_fired_time: 0.0000000000, propagate_forward_time: 7.5047063828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552998543
validation[          , genome  4541] predictions:    9687/  10000 (96.87%), best:    9710/10000 (97.10%), error:      1009.81152, best error:       981.99799 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.6235275269s, input_fired_time: 0.9865141511, output_fired_time: 0.8823482394, propagate_forward_time: 37.5342178345, propagate_backward_time: 56.6604232788, weight_update_time: 0.1458896846, other_time: 2.5600280762
epoch time: 8.0917930603s, input_fired_time: 0.1178706884, output_fired_time: 0.0000000000, propagate_forward_time: 7.5287041664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452180862
validation[          , genome  4541] predictions:    9681/  10000 (96.81%), best:    9710/10000 (97.10%), error:      1056.98584, best error:       981.99799 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 98.4794006348s, input_fired_time: 0.9787257910, output_fired_time: 0.8813384771, propagate_forward_time: 37.4594535828, propagate_backward_time: 56.6065940857, weight_update_time: 0.1457030177, other_time: 2.5532836914
epoch time: 8.0966520309s, input_fired_time: 0.1199436411, output_fired_time: 0.0000000000, propagate_forward_time: 7.5203685760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563398361
validation[          , genome  4541] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       945.16333, best error:       945.16333 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.1186676025s, input_fired_time: 0.9618374705, output_fired_time: 0.8891431689, propagate_forward_time: 37.7223510742, propagate_backward_time: 57.0656623840, weight_update_time: 0.1445425004, other_time: 2.4796714783
epoch time: 8.0830059052s, input_fired_time: 0.1180983335, output_fired_time: 0.0000000000, propagate_forward_time: 7.5201296806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447779655
validation[          , genome  4541] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       993.76825, best error:       945.16333 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 98.6825790405s, input_fired_time: 0.9564476013, output_fired_time: 0.8881044388, propagate_forward_time: 37.5913124084, propagate_backward_time: 56.7823524475, weight_update_time: 0.1450320929, other_time: 2.4643630981
epoch time: 8.1021251678s, input_fired_time: 0.1198296100, output_fired_time: 0.0000000000, propagate_forward_time: 7.5244822502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578132629
validation[          , genome  4541] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       966.53839, best error:       945.16333 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 98.7893981934s, input_fired_time: 0.9775149226, output_fired_time: 0.8840222359, propagate_forward_time: 37.6211128235, propagate_backward_time: 56.7559318542, weight_update_time: 0.1462810040, other_time: 2.5508117676
epoch time: 8.0455045700s, input_fired_time: 0.1184566915, output_fired_time: 0.0000000000, propagate_forward_time: 7.4822468758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448008537
validation[          , genome  4541] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       976.43433, best error:       945.16333 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.1955642700s, input_fired_time: 0.9661312699, output_fired_time: 0.8905410767, propagate_forward_time: 37.7357444763, propagate_backward_time: 57.1262130737, weight_update_time: 0.1448706388, other_time: 2.4769325256
epoch time: 8.1224164963s, input_fired_time: 0.1205857024, output_fired_time: 0.0000000000, propagate_forward_time: 7.5437130928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581179619
validation[          , genome  4541] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       976.27399, best error:       945.16333 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.1894607544s, input_fired_time: 0.9605787396, output_fired_time: 0.8817251325, propagate_forward_time: 37.3679771423, propagate_backward_time: 56.5000839233, weight_update_time: 0.1438728124, other_time: 2.4790992737
epoch time: 8.0553636551s, input_fired_time: 0.1181291416, output_fired_time: 0.0000000000, propagate_forward_time: 7.4936609268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435734749
validation[          , genome  4541] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:      1008.15894, best error:       945.16333 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 99.0029144287s, input_fired_time: 0.9829751253, output_fired_time: 0.8892899752, propagate_forward_time: 37.6042137146, propagate_backward_time: 56.9699020386, weight_update_time: 0.1465463340, other_time: 2.5565299988
epoch time: 8.0950632095s, input_fired_time: 0.1198065281, output_fired_time: 0.0000000000, propagate_forward_time: 7.5183682442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568886757
validation[          , genome  4541] predictions:    9681/  10000 (96.81%), best:    9728/10000 (97.28%), error:      1072.52893, best error:       945.16333 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.5426864624s, input_fired_time: 0.9637717605, output_fired_time: 0.8853617311, propagate_forward_time: 37.5194320679, propagate_backward_time: 56.6876411438, weight_update_time: 0.1440821141, other_time: 2.4864845276
epoch time: 8.0646381378s, input_fired_time: 0.1172628477, output_fired_time: 0.0000000000, propagate_forward_time: 7.5017733574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456019402
validation[          , genome  4541] predictions:    9698/  10000 (96.98%), best:    9728/10000 (97.28%), error:       989.25665, best error:       945.16333 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.7304916382s, input_fired_time: 0.9852374792, output_fired_time: 0.8842502832, propagate_forward_time: 37.5697860718, propagate_backward_time: 56.7362327576, weight_update_time: 0.1467756629, other_time: 2.5549888611
epoch time: 8.0946130753s, input_fired_time: 0.1207428575, output_fired_time: 0.0000000000, propagate_forward_time: 7.5163679123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575023651
validation[          , genome  4541] predictions:    9713/  10000 (97.13%), best:    9728/10000 (97.28%), error:       991.91071, best error:       945.16333 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.9446868896s, input_fired_time: 0.9841901064, output_fired_time: 0.8854236007, propagate_forward_time: 37.6730003357, propagate_backward_time: 56.8436508179, weight_update_time: 0.1484954208, other_time: 2.5584220886
epoch time: 8.0663633347s, input_fired_time: 0.1216129139, output_fired_time: 0.0000000000, propagate_forward_time: 7.4847016335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600486755
validation[          , genome  4541] predictions:    9666/  10000 (96.66%), best:    9728/10000 (97.28%), error:      1113.78845, best error:       945.16333 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 98.5355682373s, input_fired_time: 0.9818254113, output_fired_time: 0.8851704597, propagate_forward_time: 37.5033836365, propagate_backward_time: 56.6116371155, weight_update_time: 0.1453323513, other_time: 2.5535507202
epoch time: 8.0127029419s, input_fired_time: 0.1202989817, output_fired_time: 0.0000000000, propagate_forward_time: 7.4346928596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577112198
validation[          , genome  4541] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:      1020.75629, best error:       945.16333 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 98.8376617432s, input_fired_time: 0.9849647284, output_fired_time: 0.8841072917, propagate_forward_time: 37.6273803711, propagate_backward_time: 56.7806205750, weight_update_time: 0.1473297477, other_time: 2.5605888367
epoch time: 8.0679645538s, input_fired_time: 0.1201264337, output_fired_time: 0.0000000000, propagate_forward_time: 7.4909763336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568619728
validation[          , genome  4541] predictions:    9693/  10000 (96.93%), best:    9728/10000 (97.28%), error:      1066.65137, best error:       945.16333 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 98.3996047974s, input_fired_time: 0.9815258980, output_fired_time: 0.8814006448, propagate_forward_time: 37.3922271729, propagate_backward_time: 56.5950660706, weight_update_time: 0.1475414336, other_time: 2.5493812561
epoch time: 8.0642757416s, input_fired_time: 0.1205314100, output_fired_time: 0.0000000000, propagate_forward_time: 7.4853954315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583487511
validation[          , genome  4541] predictions:    9709/  10000 (97.09%), best:    9728/10000 (97.28%), error:       979.96759, best error:       945.16333 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 99.0730667114s, input_fired_time: 0.9813748598, output_fired_time: 0.8893147707, propagate_forward_time: 37.6475296021, propagate_backward_time: 56.9987144470, weight_update_time: 0.1468906403, other_time: 2.5561332703
epoch time: 8.0840167999s, input_fired_time: 0.1214309707, output_fired_time: 0.0000000000, propagate_forward_time: 7.5071172714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554686546
validation[          , genome  4541] predictions:    9672/  10000 (96.72%), best:    9728/10000 (97.28%), error:      1101.39795, best error:       945.16333 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 98.8465652466s, input_fired_time: 0.9731612206, output_fired_time: 0.8873652220, propagate_forward_time: 37.6223907471, propagate_backward_time: 56.8639564514, weight_update_time: 0.1454561204, other_time: 2.4996910095
epoch time: 8.0725631714s, input_fired_time: 0.1188193858, output_fired_time: 0.0000000000, propagate_forward_time: 7.5096917152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440522194
validation[          , genome  4541] predictions:    9688/  10000 (96.88%), best:    9728/10000 (97.28%), error:      1004.25159, best error:       945.16333 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.6021957397s, input_fired_time: 0.9703080058, output_fired_time: 0.8850716949, propagate_forward_time: 37.4944496155, propagate_backward_time: 56.7399101257, weight_update_time: 0.1451089680, other_time: 2.5124588013
epoch time: 8.1065435410s, input_fired_time: 0.1220041886, output_fired_time: 0.0000000000, propagate_forward_time: 7.5308289528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537105560
validation[          , genome  4541] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       934.11145, best error:       934.11145 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 98.9735870361s, input_fired_time: 0.9705341458, output_fired_time: 0.8908234835, propagate_forward_time: 37.6166839600, propagate_backward_time: 57.0081520081, weight_update_time: 0.1445608884, other_time: 2.4873924255
epoch time: 8.0770177841s, input_fired_time: 0.1191188097, output_fired_time: 0.0000000000, propagate_forward_time: 7.5132522583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446468353
validation[          , genome  4541] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       988.82660, best error:       934.11145 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.9251632690s, input_fired_time: 0.9744892716, output_fired_time: 0.8888756037, propagate_forward_time: 37.5798797607, propagate_backward_time: 56.9603080750, weight_update_time: 0.1460191458, other_time: 2.5216102600
epoch time: 8.0842008591s, input_fired_time: 0.1198432520, output_fired_time: 0.0000000000, propagate_forward_time: 7.5206198692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437375069
validation[          , genome  4541] predictions:    9719/  10000 (97.19%), best:    9716/10000 (97.16%), error:       985.11243, best error:       934.11145 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.0910720825s, input_fired_time: 0.9857057333, output_fired_time: 0.8850786090, propagate_forward_time: 37.6986427307, propagate_backward_time: 56.9679374695, weight_update_time: 0.1466102302, other_time: 2.5537109375
epoch time: 8.1256771088s, input_fired_time: 0.1224599853, output_fired_time: 0.0000000000, propagate_forward_time: 7.5466670990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565496445
validation[          , genome  4541] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       926.10742, best error:       926.10742 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.2077941895s, input_fired_time: 0.9870363474, output_fired_time: 0.8902462721, propagate_forward_time: 37.7127571106, propagate_backward_time: 57.0593681335, weight_update_time: 0.1465756893, other_time: 2.5583877563
epoch time: 8.1463594437s, input_fired_time: 0.1209111363, output_fired_time: 0.0000000000, propagate_forward_time: 7.5681400299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573078156
validation[          , genome  4541] predictions:    9656/  10000 (96.56%), best:    9730/10000 (97.30%), error:      1137.91504, best error:       926.10742 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.2619781494s, input_fired_time: 0.9872099757, output_fired_time: 0.8796517849, propagate_forward_time: 37.3876037598, propagate_backward_time: 56.4573783875, weight_update_time: 0.1461580992, other_time: 2.5501289368
epoch time: 8.0907020569s, input_fired_time: 0.1208441183, output_fired_time: 0.0000000000, propagate_forward_time: 7.5137858391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560723305
validation[          , genome  4541] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1016.60162, best error:       926.10742 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 98.5924377441s, input_fired_time: 0.9660331607, output_fired_time: 0.8860620856, propagate_forward_time: 37.4877090454, propagate_backward_time: 56.7826843262, weight_update_time: 0.1449496001, other_time: 2.4699478149
epoch time: 8.0856037140s, input_fired_time: 0.1194267794, output_fired_time: 0.0000000000, propagate_forward_time: 7.5222859383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438910484
validation[          , genome  4541] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1076.19458, best error:       926.10742 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.0098876953s, input_fired_time: 0.9708900452, output_fired_time: 0.8882232308, propagate_forward_time: 37.6700401306, propagate_backward_time: 57.0027198792, weight_update_time: 0.1448120773, other_time: 2.4780197144
epoch time: 8.1119890213s, input_fired_time: 0.1201563776, output_fired_time: 0.0000000000, propagate_forward_time: 7.5457439423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460887909
validation[          , genome  4541] predictions:    9741/  10000 (97.41%), best:    9730/10000 (97.30%), error:       928.02808, best error:       926.10742 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.0990066528s, input_fired_time: 0.9762715101, output_fired_time: 0.8894550800, propagate_forward_time: 37.6823730469, propagate_backward_time: 57.0385894775, weight_update_time: 0.1458021253, other_time: 2.5123138428
epoch time: 8.0366468430s, input_fired_time: 0.1196006387, output_fired_time: 0.0000000000, propagate_forward_time: 7.4714713097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455747604
validation[          , genome  4541] predictions:    9683/  10000 (96.83%), best:    9730/10000 (97.30%), error:       999.01624, best error:       926.10742 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 99.0882263184s, input_fired_time: 0.9706722498, output_fired_time: 0.8906868696, propagate_forward_time: 37.7086868286, propagate_backward_time: 57.0431404114, weight_update_time: 0.1449277550, other_time: 2.4750404358
epoch time: 8.1313648224s, input_fired_time: 0.1190073043, output_fired_time: 0.0000000000, propagate_forward_time: 7.5652065277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471511841
validation[          , genome  4541] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       907.69751, best error:       907.69751 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.5406494141s, input_fired_time: 0.9832235575, output_fired_time: 0.8812389970, propagate_forward_time: 37.4966049194, propagate_backward_time: 56.6432838440, weight_update_time: 0.1464493573, other_time: 2.5362968445
epoch time: 8.1066017151s, input_fired_time: 0.1191653311, output_fired_time: 0.0000000000, propagate_forward_time: 7.5410923958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463438988
validation[          , genome  4541] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       979.06787, best error:       907.69751 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 99.0306091309s, input_fired_time: 0.9889487028, output_fired_time: 0.8912312388, propagate_forward_time: 37.6292839050, propagate_backward_time: 56.9720191956, weight_update_time: 0.1465356350, other_time: 2.5491333008
epoch time: 8.0640182495s, input_fired_time: 0.1229772791, output_fired_time: 0.0000000000, propagate_forward_time: 7.4834609032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575800896
validation[          , genome  4541] predictions:    9729/  10000 (97.29%), best:    9728/10000 (97.28%), error:       924.30450, best error:       907.69751 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 98.1478500366s, input_fired_time: 0.9626126885, output_fired_time: 0.8787382245, propagate_forward_time: 37.4055709839, propagate_backward_time: 56.4302711487, weight_update_time: 0.1449802965, other_time: 2.4706535339
epoch time: 8.1354541779s, input_fired_time: 0.1204314157, output_fired_time: 0.0000000000, propagate_forward_time: 7.5684385300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465847015
validation[          , genome  4541] predictions:    9607/  10000 (96.07%), best:    9728/10000 (97.28%), error:      1299.87415, best error:       907.69751 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 98.8744277954s, input_fired_time: 0.9655919671, output_fired_time: 0.8888248801, propagate_forward_time: 37.6676139832, propagate_backward_time: 56.8890457153, weight_update_time: 0.1449931860, other_time: 2.4633522034
epoch time: 8.0808963776s, input_fired_time: 0.1193281114, output_fired_time: 0.0000000000, propagate_forward_time: 7.5165228844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450454712
validation[          , genome  4541] predictions:    9699/  10000 (96.99%), best:    9728/10000 (97.28%), error:       983.55353, best error:       907.69751 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.2726516724s, input_fired_time: 0.9660472274, output_fired_time: 0.8793218136, propagate_forward_time: 37.4360694885, propagate_backward_time: 56.5120429993, weight_update_time: 0.1435925812, other_time: 2.4791717529
epoch time: 8.0453052521s, input_fired_time: 0.1196152195, output_fired_time: 0.0000000000, propagate_forward_time: 7.4822039604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434862137
validation[          , genome  4541] predictions:    9708/  10000 (97.08%), best:    9728/10000 (97.28%), error:      1037.77002, best error:       907.69751 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 97.9348602295s, input_fired_time: 0.9634472132, output_fired_time: 0.8777156472, propagate_forward_time: 37.2186965942, propagate_backward_time: 56.4089698792, weight_update_time: 0.1430181116, other_time: 2.4660301208
epoch time: 7.9826054573s, input_fired_time: 0.1205839813, output_fired_time: 0.0000000000, propagate_forward_time: 7.4186310768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433903694
validation[          , genome  4541] predictions:    9710/  10000 (97.10%), best:    9728/10000 (97.28%), error:       986.57983, best error:       907.69751 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.9673004150s, input_fired_time: 0.9884369373, output_fired_time: 0.8906637430, propagate_forward_time: 37.6019287109, propagate_backward_time: 56.9413452148, weight_update_time: 0.1460901499, other_time: 2.5449295044
epoch time: 8.1144886017s, input_fired_time: 0.1224078983, output_fired_time: 0.0000000000, propagate_forward_time: 7.5326685905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594120979
validation[          , genome  4541] predictions:    9727/  10000 (97.27%), best:    9728/10000 (97.28%), error:       959.91626, best error:       907.69751 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 98.8067855835s, input_fired_time: 0.9865053892, output_fired_time: 0.8918755651, propagate_forward_time: 37.5454597473, propagate_backward_time: 56.8249168396, weight_update_time: 0.1476193517, other_time: 2.5580291748
epoch time: 8.0749359131s, input_fired_time: 0.1222161129, output_fired_time: 0.0000000000, propagate_forward_time: 7.5001478195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525718689
validation[          , genome  4541] predictions:    9681/  10000 (96.81%), best:    9728/10000 (97.28%), error:      1037.28052, best error:       907.69751 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.7836837769s, input_fired_time: 0.9708513021, output_fired_time: 0.8849744797, propagate_forward_time: 37.5975227356, propagate_backward_time: 56.8465118408, weight_update_time: 0.1459371001, other_time: 2.4838294983
epoch time: 8.0842857361s, input_fired_time: 0.1206083074, output_fired_time: 0.0000000000, propagate_forward_time: 7.5176868439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459905624
validation[          , genome  4541] predictions:    9661/  10000 (96.61%), best:    9728/10000 (97.28%), error:      1097.64368, best error:       907.69751 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 97.8087768555s, input_fired_time: 0.9882283807, output_fired_time: 0.8750495911, propagate_forward_time: 37.2734107971, propagate_backward_time: 56.1139984131, weight_update_time: 0.1469772309, other_time: 2.5580863953
epoch time: 8.0255603790s, input_fired_time: 0.1219713241, output_fired_time: 0.0000000000, propagate_forward_time: 7.4501743317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534149170
validation[          , genome  4541] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:      1021.54645, best error:       907.69751 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.3277282715s, input_fired_time: 0.9654604793, output_fired_time: 0.8823566437, propagate_forward_time: 37.4358825684, propagate_backward_time: 56.5841827393, weight_update_time: 0.1432871670, other_time: 2.4598464966
epoch time: 8.0683450699s, input_fired_time: 0.1205408499, output_fired_time: 0.0000000000, propagate_forward_time: 7.5035748482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442296028
validation[          , genome  4541] predictions:    9614/  10000 (96.14%), best:    9728/10000 (97.28%), error:      1191.00378, best error:       907.69751 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.1290054321s, input_fired_time: 0.9713447690, output_fired_time: 0.8909348249, propagate_forward_time: 37.7735023499, propagate_backward_time: 57.0295181274, weight_update_time: 0.1442764848, other_time: 2.4637031555
epoch time: 8.1164054871s, input_fired_time: 0.1220977753, output_fired_time: 0.0000000000, propagate_forward_time: 7.5468392372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474682808
validation[          , genome  4541] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       951.25647, best error:       907.69751 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 98.8858032227s, input_fired_time: 0.9831951261, output_fired_time: 0.8877955079, propagate_forward_time: 37.6046524048, propagate_backward_time: 56.8903770447, weight_update_time: 0.1442768723, other_time: 2.5197868347
epoch time: 8.0672054291s, input_fired_time: 0.1212874204, output_fired_time: 0.0000000000, propagate_forward_time: 7.4995312691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463868141
validation[          , genome  4541] predictions:    9706/  10000 (97.06%), best:    9728/10000 (97.28%), error:       982.29596, best error:       907.69751 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.7495727539s, input_fired_time: 0.9669025540, output_fired_time: 0.8890955448, propagate_forward_time: 37.4953956604, propagate_backward_time: 56.9261207581, weight_update_time: 0.1437301040, other_time: 2.4720535278
epoch time: 8.1711530685s, input_fired_time: 0.1249754950, output_fired_time: 0.0000000000, propagate_forward_time: 7.5869846344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591932297
validation[          , genome  4541] predictions:    9716/  10000 (97.16%), best:    9728/10000 (97.28%), error:       910.98944, best error:       907.69751 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 99.0997924805s, input_fired_time: 0.9763792753, output_fired_time: 0.8924093246, propagate_forward_time: 37.6929016113, propagate_backward_time: 57.0353813171, weight_update_time: 0.1459375024, other_time: 2.5027198792
epoch time: 8.1105451584s, input_fired_time: 0.1211277097, output_fired_time: 0.0000000000, propagate_forward_time: 7.5440168381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454007149
validation[          , genome  4541] predictions:    9318/  10000 (93.18%), best:    9728/10000 (97.28%), error:      2221.58838, best error:       907.69751 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.4929962158s, input_fired_time: 0.9779538512, output_fired_time: 0.8844677806, propagate_forward_time: 37.3791236877, propagate_backward_time: 56.7376060486, weight_update_time: 0.1455403864, other_time: 2.5138473511
epoch time: 8.0817270279s, input_fired_time: 0.1219717860, output_fired_time: 0.0000000000, propagate_forward_time: 7.5044865608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552688599
validation[          , genome  4541] predictions:    9724/  10000 (97.24%), best:    9728/10000 (97.28%), error:       966.94855, best error:       907.69751 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 98.5526733398s, input_fired_time: 0.9960435629, output_fired_time: 0.8797934055, propagate_forward_time: 37.4986801147, propagate_backward_time: 56.6134567261, weight_update_time: 0.1467902064, other_time: 2.5647048950
epoch time: 8.1099166870s, input_fired_time: 0.1232523620, output_fired_time: 0.0000000000, propagate_forward_time: 7.5257411003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609231949
validation[          , genome  4541] predictions:    9700/  10000 (97.00%), best:    9728/10000 (97.28%), error:      1040.59363, best error:       907.69751 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 98.4551696777s, input_fired_time: 0.9804489017, output_fired_time: 0.8815640211, propagate_forward_time: 37.4253349304, propagate_backward_time: 56.6562118530, weight_update_time: 0.1465128362, other_time: 2.5116157532
epoch time: 8.0015316010s, input_fired_time: 0.1229004338, output_fired_time: 0.0000000000, propagate_forward_time: 7.4230794907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555516243
validation[          , genome  4541] predictions:    9669/  10000 (96.69%), best:    9728/10000 (97.28%), error:      1090.30518, best error:       907.69751 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.3034286499s, input_fired_time: 0.9700016975, output_fired_time: 0.8828091621, propagate_forward_time: 37.4486083984, propagate_backward_time: 56.5315551758, weight_update_time: 0.1456278563, other_time: 2.4704513550
epoch time: 8.0960502625s, input_fired_time: 0.1209119409, output_fired_time: 0.0000000000, propagate_forward_time: 7.5299010277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452371597
validation[          , genome  4541] predictions:    9709/  10000 (97.09%), best:    9728/10000 (97.28%), error:      1014.55811, best error:       907.69751 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 99.0633316040s, input_fired_time: 0.9935020804, output_fired_time: 0.8906946778, propagate_forward_time: 37.6439819336, propagate_backward_time: 56.9813880920, weight_update_time: 0.1472523808, other_time: 2.5537681580
epoch time: 8.0942783356s, input_fired_time: 0.1221007630, output_fired_time: 0.0000000000, propagate_forward_time: 7.5123639107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598135948
validation[          , genome  4541] predictions:    9710/  10000 (97.10%), best:    9728/10000 (97.28%), error:       977.23004, best error:       907.69751 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 98.8980865479s, input_fired_time: 0.9867142439, output_fired_time: 0.8860235810, propagate_forward_time: 37.6233673096, propagate_backward_time: 56.8653373718, weight_update_time: 0.1466611922, other_time: 2.5366401672
epoch time: 8.0521087646s, input_fired_time: 0.1204673275, output_fired_time: 0.0000000000, propagate_forward_time: 7.4851317406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465098381
validation[          , genome  4541] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:      1012.99689, best error:       907.69751 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 98.8311386108s, input_fired_time: 0.9787649512, output_fired_time: 0.8832404017, propagate_forward_time: 37.5897483826, propagate_backward_time: 56.8929557800, weight_update_time: 0.1456590891, other_time: 2.4864273071
epoch time: 8.0293397903s, input_fired_time: 0.1202635840, output_fired_time: 0.0000000000, propagate_forward_time: 7.4632592201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458169937
validation[          , genome  4541] predictions:    9664/  10000 (96.64%), best:    9728/10000 (97.28%), error:      1119.74817, best error:       907.69751 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.5681686401s, input_fired_time: 0.9933874011, output_fired_time: 0.8827273846, propagate_forward_time: 37.4869918823, propagate_backward_time: 56.6535110474, weight_update_time: 0.1471493840, other_time: 2.5515518188
epoch time: 8.0823459625s, input_fired_time: 0.1241148114, output_fired_time: 0.0000000000, propagate_forward_time: 7.5007405281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574904442
validation[          , genome  4541] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       928.55261, best error:       907.69751 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 99.3410034180s, input_fired_time: 0.9794401526, output_fired_time: 0.8898935318, propagate_forward_time: 37.8001022339, propagate_backward_time: 57.1899833679, weight_update_time: 0.1445819288, other_time: 2.4815864563
epoch time: 8.1378431320s, input_fired_time: 0.1223177463, output_fired_time: 0.0000000000, propagate_forward_time: 7.5689468384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465789795
validation[          , genome  4541] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       858.56421, best error:       858.56421 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 98.8003234863s, input_fired_time: 0.9836074114, output_fired_time: 0.8905252218, propagate_forward_time: 37.5955619812, propagate_backward_time: 56.8400878906, weight_update_time: 0.1452845484, other_time: 2.4905433655
epoch time: 8.0873661041s, input_fired_time: 0.1216407344, output_fired_time: 0.0000000000, propagate_forward_time: 7.5202202797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455051422
validation[          , genome  4541] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:       981.89319, best error:       858.56421 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.5658493042s, input_fired_time: 0.9768379927, output_fired_time: 0.8828952909, propagate_forward_time: 37.5287170410, propagate_backward_time: 56.7044944763, weight_update_time: 0.1438611746, other_time: 2.4729042053
epoch time: 8.0750637054s, input_fired_time: 0.1244441196, output_fired_time: 0.0000000000, propagate_forward_time: 7.5048713684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457483292
validation[          , genome  4541] predictions:    9699/  10000 (96.99%), best:    9745/10000 (97.45%), error:       986.46545, best error:       858.56421 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.4522552490s, input_fired_time: 0.9997696280, output_fired_time: 0.8924851418, propagate_forward_time: 37.8357467651, propagate_backward_time: 57.1632080078, weight_update_time: 0.1478572935, other_time: 2.5610427856
epoch time: 8.1659755707s, input_fired_time: 0.1249084398, output_fired_time: 0.0000000000, propagate_forward_time: 7.5821013451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589657784
validation[          , genome  4541] predictions:    9682/  10000 (96.82%), best:    9745/10000 (97.45%), error:      1084.38428, best error:       858.56421 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 98.2256851196s, input_fired_time: 0.9883763790, output_fired_time: 0.8769039512, propagate_forward_time: 37.3686294556, propagate_backward_time: 56.4428977966, weight_update_time: 0.1468315274, other_time: 2.5488777161
epoch time: 8.0870819092s, input_fired_time: 0.1212451980, output_fired_time: 0.0000000000, propagate_forward_time: 7.5212221146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446144104
validation[          , genome  4541] predictions:    9709/  10000 (97.09%), best:    9745/10000 (97.45%), error:       968.53564, best error:       858.56421 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.5918884277s, input_fired_time: 0.9899314642, output_fired_time: 0.8817597628, propagate_forward_time: 37.4943733215, propagate_backward_time: 56.7027053833, weight_update_time: 0.1452237368, other_time: 2.5231208801
epoch time: 8.0616712570s, input_fired_time: 0.1245214269, output_fired_time: 0.0000000000, propagate_forward_time: 7.4796571732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574928284
validation[          , genome  4541] predictions:    9692/  10000 (96.92%), best:    9745/10000 (97.45%), error:      1051.22485, best error:       858.56421 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 98.8917236328s, input_fired_time: 0.9920686483, output_fired_time: 0.8891628981, propagate_forward_time: 37.6183547974, propagate_backward_time: 56.8590736389, weight_update_time: 0.1457462609, other_time: 2.5330696106
epoch time: 8.1369924545s, input_fired_time: 0.1229037791, output_fired_time: 0.0000000000, propagate_forward_time: 7.5694360733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446525574
validation[          , genome  4541] predictions:    9687/  10000 (96.87%), best:    9745/10000 (97.45%), error:       964.74933, best error:       858.56421 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 98.4479064941s, input_fired_time: 0.9830536842, output_fired_time: 0.8838108182, propagate_forward_time: 37.4827575684, propagate_backward_time: 56.6045951843, weight_update_time: 0.1450146288, other_time: 2.4936866760
epoch time: 8.1067199707s, input_fired_time: 0.1219153404, output_fired_time: 0.0000000000, propagate_forward_time: 7.5391359329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456686974
validation[          , genome  4541] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       938.11475, best error:       858.56421 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 98.3654479980s, input_fired_time: 0.9756760001, output_fired_time: 0.8838213682, propagate_forward_time: 37.4171371460, propagate_backward_time: 56.6164436340, weight_update_time: 0.1437113583, other_time: 2.4723701477
epoch time: 8.0424861908s, input_fired_time: 0.1227026209, output_fired_time: 0.0000000000, propagate_forward_time: 7.4771003723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426832199
validation[          , genome  4541] predictions:    9709/  10000 (97.09%), best:    9745/10000 (97.45%), error:       965.49890, best error:       858.56421 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.2840347290s, input_fired_time: 0.9796952009, output_fired_time: 0.8820491433, propagate_forward_time: 37.3989410400, propagate_backward_time: 56.5582504272, weight_update_time: 0.1448509395, other_time: 2.4650955200
epoch time: 8.0453710556s, input_fired_time: 0.1222810000, output_fired_time: 0.0000000000, propagate_forward_time: 7.4789733887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441165924
validation[          , genome  4541] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       982.71198, best error:       858.56421 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.0989608765s, input_fired_time: 0.9992217422, output_fired_time: 0.8881815672, propagate_forward_time: 37.6651611328, propagate_backward_time: 56.9910926819, weight_update_time: 0.1472399831, other_time: 2.5553016663
epoch time: 8.1480035782s, input_fired_time: 0.1261292547, output_fired_time: 0.0000000000, propagate_forward_time: 7.5649437904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569306374
validation[          , genome  4541] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       922.57922, best error:       858.56421 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 98.7624664307s, input_fired_time: 0.9837172627, output_fired_time: 0.8857312202, propagate_forward_time: 37.5818748474, propagate_backward_time: 56.8133583069, weight_update_time: 0.1447957009, other_time: 2.4977798462
epoch time: 8.0935297012s, input_fired_time: 0.1223134547, output_fired_time: 0.0000000000, propagate_forward_time: 7.5249080658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463081360
validation[          , genome  4541] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:      1004.18982, best error:       858.56421 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.8045959473s, input_fired_time: 0.9856890440, output_fired_time: 0.8853474855, propagate_forward_time: 37.6019821167, propagate_backward_time: 56.8465156555, weight_update_time: 0.1440413892, other_time: 2.4850654602
epoch time: 8.0522451401s, input_fired_time: 0.1237627938, output_fired_time: 0.0000000000, propagate_forward_time: 7.4714956284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569869041
validation[          , genome  4541] predictions:    9751/  10000 (97.51%), best:    9745/10000 (97.45%), error:       893.93060, best error:       858.56421 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 98.6647949219s, input_fired_time: 1.0029203892, output_fired_time: 0.8842599392, propagate_forward_time: 37.5890808105, propagate_backward_time: 56.6343154907, weight_update_time: 0.1455100030, other_time: 2.5542144775
epoch time: 8.1036672592s, input_fired_time: 0.1247589439, output_fired_time: 0.0000000000, propagate_forward_time: 7.5183830261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605255127
validation[          , genome  4541] predictions:    9642/  10000 (96.42%), best:    9745/10000 (97.45%), error:      1219.77710, best error:       858.56421 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.7965927124s, input_fired_time: 0.9939612746, output_fired_time: 0.8849867582, propagate_forward_time: 37.5493164063, propagate_backward_time: 56.8413925171, weight_update_time: 0.1464911997, other_time: 2.5269393921
epoch time: 8.0828733444s, input_fired_time: 0.1227611378, output_fired_time: 0.0000000000, propagate_forward_time: 7.5122947693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478173256
validation[          , genome  4541] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       893.58032, best error:       858.56421 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 98.3158416748s, input_fired_time: 0.9953620434, output_fired_time: 0.8785971403, propagate_forward_time: 37.3276748657, propagate_backward_time: 56.5592651367, weight_update_time: 0.1460136473, other_time: 2.5549468994
epoch time: 8.0578937531s, input_fired_time: 0.1245872676, output_fired_time: 0.0000000000, propagate_forward_time: 7.4779157639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553909302
validation[          , genome  4541] predictions:    9703/  10000 (97.03%), best:    9745/10000 (97.45%), error:      1010.42865, best error:       858.56421 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 98.6321640015s, input_fired_time: 0.9886052608, output_fired_time: 0.8842119575, propagate_forward_time: 37.4699249268, propagate_backward_time: 56.7926139832, weight_update_time: 0.1449150145, other_time: 2.4968147278
epoch time: 8.1329793930s, input_fired_time: 0.1224365383, output_fired_time: 0.0000000000, propagate_forward_time: 7.5635628700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469799995
validation[          , genome  4541] predictions:    9653/  10000 (96.53%), best:    9745/10000 (97.45%), error:      1132.62634, best error:       858.56421 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 98.6074523926s, input_fired_time: 0.9873038530, output_fired_time: 0.8854075074, propagate_forward_time: 37.5092391968, propagate_backward_time: 56.7456474304, weight_update_time: 0.1439146101, other_time: 2.4798545837
epoch time: 8.0858669281s, input_fired_time: 0.1217355654, output_fired_time: 0.0000000000, propagate_forward_time: 7.5187072754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454240799
validation[          , genome  4541] predictions:    9709/  10000 (97.09%), best:    9745/10000 (97.45%), error:      1011.68317, best error:       858.56421 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 98.5283889771s, input_fired_time: 1.0028001070, output_fired_time: 0.8839597702, propagate_forward_time: 37.4653129578, propagate_backward_time: 56.6195259094, weight_update_time: 0.1456765831, other_time: 2.5567932129
epoch time: 8.0843181610s, input_fired_time: 0.1244569197, output_fired_time: 0.0000000000, propagate_forward_time: 7.5035996437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562616348
validation[          , genome  4541] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:      1034.70789, best error:       858.56421 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 98.4784698486s, input_fired_time: 0.9854097962, output_fired_time: 0.8847406507, propagate_forward_time: 37.4771385193, propagate_backward_time: 56.6425247192, weight_update_time: 0.1444127113, other_time: 2.4886512756
epoch time: 8.0977249146s, input_fired_time: 0.1235013977, output_fired_time: 0.0000000000, propagate_forward_time: 7.5272078514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470157623
validation[          , genome  4541] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       877.84363, best error:       858.56421 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 98.7257308960s, input_fired_time: 1.0031056404, output_fired_time: 0.8835076690, propagate_forward_time: 37.5647315979, propagate_backward_time: 56.7214622498, weight_update_time: 0.1461563855, other_time: 2.5529251099
epoch time: 8.0655288696s, input_fired_time: 0.1255175620, output_fired_time: 0.0000000000, propagate_forward_time: 7.4827547073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572567940
validation[          , genome  4541] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       956.89063, best error:       858.56421 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 99.0887527466s, input_fired_time: 1.0075075626, output_fired_time: 0.8893916607, propagate_forward_time: 37.6313705444, propagate_backward_time: 57.0102462769, weight_update_time: 0.1463130713, other_time: 2.5502395630
epoch time: 8.0500812531s, input_fired_time: 0.1246978715, output_fired_time: 0.0000000000, propagate_forward_time: 7.4692320824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561514854
validation[          , genome  4541] predictions:    9644/  10000 (96.44%), best:    9745/10000 (97.45%), error:      1190.11609, best error:       858.56421 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 98.6943283081s, input_fired_time: 1.0087552071, output_fired_time: 0.8833400011, propagate_forward_time: 37.5250358582, propagate_backward_time: 56.7254333496, weight_update_time: 0.1466889679, other_time: 2.5517616272
epoch time: 8.1136236191s, input_fired_time: 0.1259058714, output_fired_time: 0.0000000000, propagate_forward_time: 7.5272850990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604325294
validation[          , genome  4541] predictions:    9639/  10000 (96.39%), best:    9745/10000 (97.45%), error:      1204.32898, best error:       858.56421 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.0359039307s, input_fired_time: 0.9900560379, output_fired_time: 0.8870047331, propagate_forward_time: 37.6646118164, propagate_backward_time: 57.0107994080, weight_update_time: 0.1465112269, other_time: 2.4834327698
epoch time: 8.1243896484s, input_fired_time: 0.1242634580, output_fired_time: 0.0000000000, propagate_forward_time: 7.5528879166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472379684
validation[          , genome  4541] predictions:    9680/  10000 (96.80%), best:    9745/10000 (97.45%), error:      1121.35083, best error:       858.56421 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.4990615845s, input_fired_time: 0.9916327000, output_fired_time: 0.8826519251, propagate_forward_time: 37.4872474670, propagate_backward_time: 56.6249885559, weight_update_time: 0.1465641260, other_time: 2.5125427246
epoch time: 8.0935220718s, input_fired_time: 0.1225475594, output_fired_time: 0.0000000000, propagate_forward_time: 7.5243878365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465866089
validation[          , genome  4541] predictions:    9656/  10000 (96.56%), best:    9745/10000 (97.45%), error:      1099.78125, best error:       858.56421 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.8301620483s, input_fired_time: 1.0046265125, output_fired_time: 0.8862395883, propagate_forward_time: 37.5818443298, propagate_backward_time: 56.7838287354, weight_update_time: 0.1469956338, other_time: 2.5736274719
epoch time: 8.0921592712s, input_fired_time: 0.1249947473, output_fired_time: 0.0000000000, propagate_forward_time: 7.5088624954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583020210
validation[          , genome  4541] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       965.16772, best error:       858.56421 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 98.0189971924s, input_fired_time: 0.9819259644, output_fired_time: 0.8796997070, propagate_forward_time: 37.2041358948, propagate_backward_time: 56.4822578430, weight_update_time: 0.1441683918, other_time: 2.4709777832
epoch time: 8.0272178650s, input_fired_time: 0.1242711321, output_fired_time: 0.0000000000, propagate_forward_time: 7.4607691765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421777725
validation[          , genome  4541] predictions:    9718/  10000 (97.18%), best:    9745/10000 (97.45%), error:       950.54456, best error:       858.56421 on epoch:    74, 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: 40.3249778748s, input_fired_time: 0.6216330528, output_fired_time: 0.0000000000, propagate_forward_time: 37.3340377808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3693084717
best training[          , genome  4541] predictions:   49533/  50000 (99.07%), best:    9745/10000 (97.45%), error:      1831.43799, best error:       858.56421 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.0947341919s, input_fired_time: 0.1239101365, output_fired_time: 0.0000000000, propagate_forward_time: 7.5130858421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577383995
   testing[          , genome  4541] predictions:    9773/  10000 (97.73%), best:    9745/10000 (97.45%), error:       722.99396, best error:       858.56421 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:18:29 (3852): called boinc_finish(0)

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