Nameexact_genome_1512568488_41_4792_1
Workunit2595224
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline13 Dec 2017, 1:05:01 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 54 min 46 sec
CPU time2 hours 53 min 48 sec
Validate stateValid
Credit1,387.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.44 MB
Peak swap size156.87 MB
Peak disk usage1.51 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1222235113, output_fired_time: 0.0000000000, propagate_forward_time: 7.0327033997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705934525
validation[          , genome  4792] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1388.41992, best error:      1388.41992 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.2228622437s, input_fired_time: 0.9901871085, output_fired_time: 0.8639770150, propagate_forward_time: 35.2484397888, propagate_backward_time: 54.4062232971, weight_update_time: 0.1204524636, other_time: 2.7140350342
epoch time: 7.6835608482s, input_fired_time: 0.1292310953, output_fired_time: 0.0000000000, propagate_forward_time: 7.0819101334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724197388
validation[          , genome  4792] predictions:    9550/  10000 (95.50%), best:    9581/10000 (95.81%), error:      1494.08179, best error:      1388.41992 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 95.7236938477s, input_fired_time: 0.9886984825, output_fired_time: 0.8931065798, propagate_forward_time: 35.8976287842, propagate_backward_time: 55.2400627136, weight_update_time: 0.1176346987, other_time: 2.7041969299
epoch time: 7.6050834656s, input_fired_time: 0.1225557849, output_fired_time: 0.0000000000, propagate_forward_time: 7.0142574310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682703018
validation[          , genome  4792] predictions:    9521/  10000 (95.21%), best:    9581/10000 (95.81%), error:      1578.17236, best error:      1388.41992 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 94.8246078491s, input_fired_time: 0.9812424779, output_fired_time: 0.8715034127, propagate_forward_time: 35.3462066650, propagate_backward_time: 54.9569740295, weight_update_time: 0.1169124469, other_time: 2.6686820984
epoch time: 7.7366890907s, input_fired_time: 0.1234930828, output_fired_time: 0.0000000000, propagate_forward_time: 7.1398024559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733934402
validation[          , genome  4792] predictions:    9531/  10000 (95.31%), best:    9581/10000 (95.81%), error:      1565.15430, best error:      1388.41992 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.2464599609s, input_fired_time: 0.9897687435, output_fired_time: 0.8689886928, propagate_forward_time: 35.2037620544, propagate_backward_time: 54.4668579102, weight_update_time: 0.1187221855, other_time: 2.7170829773
epoch time: 7.6734223366s, input_fired_time: 0.1226614937, output_fired_time: 0.0000000000, propagate_forward_time: 7.0835733414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671874046
validation[          , genome  4792] predictions:    9566/  10000 (95.66%), best:    9581/10000 (95.81%), error:      1435.41809, best error:      1388.41992 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.7433929443s, input_fired_time: 0.9973825812, output_fired_time: 0.8739648461, propagate_forward_time: 35.3908500671, propagate_backward_time: 54.7683181763, weight_update_time: 0.1173932403, other_time: 2.7128791809
epoch time: 7.9038858414s, input_fired_time: 0.1403122842, output_fired_time: 0.0000000000, propagate_forward_time: 7.2699780464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935956001
validation[          , genome  4792] predictions:    9530/  10000 (95.30%), best:    9581/10000 (95.81%), error:      1552.10718, best error:      1388.41992 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 94.2345581055s, input_fired_time: 0.9827402234, output_fired_time: 0.8622661829, propagate_forward_time: 35.2084159851, propagate_backward_time: 54.4843215942, weight_update_time: 0.1167861745, other_time: 2.6968116760
epoch time: 7.6122865677s, input_fired_time: 0.1257013083, output_fired_time: 0.0000000000, propagate_forward_time: 7.0128684044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737167358
validation[          , genome  4792] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1368.60632, best error:      1368.60632 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 94.8408889771s, input_fired_time: 0.9874001741, output_fired_time: 0.8681496978, propagate_forward_time: 35.4379463196, propagate_backward_time: 54.8253021240, weight_update_time: 0.1176795959, other_time: 2.7220878601
epoch time: 7.7200617790s, input_fired_time: 0.1252921075, output_fired_time: 0.0000000000, propagate_forward_time: 7.1129574776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818120003
validation[          , genome  4792] predictions:    9550/  10000 (95.50%), best:    9590/10000 (95.90%), error:      1507.55359, best error:      1368.60632 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 95.2688293457s, input_fired_time: 0.9957143664, output_fired_time: 0.8659693599, propagate_forward_time: 35.6338920593, propagate_backward_time: 55.0615005493, weight_update_time: 0.1223294511, other_time: 2.7117576599
epoch time: 7.6749477386s, input_fired_time: 0.1241508201, output_fired_time: 0.0000000000, propagate_forward_time: 7.0698375702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809594154
validation[          , genome  4792] predictions:    9529/  10000 (95.29%), best:    9590/10000 (95.90%), error:      1589.25085, best error:      1368.60632 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 94.0503311157s, input_fired_time: 0.9909268022, output_fired_time: 0.8607810736, propagate_forward_time: 35.0910644531, propagate_backward_time: 54.3734092712, weight_update_time: 0.1178171709, other_time: 2.7341499329
epoch time: 7.6960563660s, input_fired_time: 0.1225465760, output_fired_time: 0.0000000000, propagate_forward_time: 7.1055903435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679193497
validation[          , genome  4792] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1351.33679, best error:      1351.33679 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 94.8510513306s, input_fired_time: 0.9867571592, output_fired_time: 0.8679795861, propagate_forward_time: 35.4197883606, propagate_backward_time: 54.8619956970, weight_update_time: 0.1181369200, other_time: 2.7145309448
epoch time: 7.7337064743s, input_fired_time: 0.1240641922, output_fired_time: 0.0000000000, propagate_forward_time: 7.1426177025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670248032
validation[          , genome  4792] predictions:    9567/  10000 (95.67%), best:    9607/10000 (96.07%), error:      1434.11694, best error:      1351.33679 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.1204299927s, input_fired_time: 0.9981809855, output_fired_time: 0.8688421845, propagate_forward_time: 35.5065803528, propagate_backward_time: 54.9825668335, weight_update_time: 0.1276797950, other_time: 2.7642555237
epoch time: 7.8353157043s, input_fired_time: 0.1285275668, output_fired_time: 0.0000000000, propagate_forward_time: 7.2143793106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924087524
validation[          , genome  4792] predictions:    9407/  10000 (94.07%), best:    9607/10000 (96.07%), error:      1847.22302, best error:      1351.33679 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.4798889160s, input_fired_time: 1.0131260157, output_fired_time: 0.8775575161, propagate_forward_time: 35.6274223328, propagate_backward_time: 55.2351799011, weight_update_time: 0.1179276630, other_time: 2.7266082764
epoch time: 7.6682143211s, input_fired_time: 0.1222723871, output_fired_time: 0.0000000000, propagate_forward_time: 7.0778417587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681000710
validation[          , genome  4792] predictions:    9579/  10000 (95.79%), best:    9607/10000 (96.07%), error:      1424.80444, best error:      1351.33679 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 94.4939880371s, input_fired_time: 0.9996432066, output_fired_time: 0.8653666973, propagate_forward_time: 35.2898330688, propagate_backward_time: 54.5915527344, weight_update_time: 0.1181494668, other_time: 2.7475967407
epoch time: 7.6830964088s, input_fired_time: 0.1276278496, output_fired_time: 0.0000000000, propagate_forward_time: 7.0665926933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888758659
validation[          , genome  4792] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1336.20337, best error:      1336.20337 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 94.9333801270s, input_fired_time: 0.9926843643, output_fired_time: 0.8691130877, propagate_forward_time: 35.3236999512, propagate_backward_time: 55.0211257935, weight_update_time: 0.1197040752, other_time: 2.7267608643
epoch time: 7.7138037682s, input_fired_time: 0.1230501980, output_fired_time: 0.0000000000, propagate_forward_time: 7.1177206039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730329514
validation[          , genome  4792] predictions:    9591/  10000 (95.91%), best:    9604/10000 (96.04%), error:      1351.53271, best error:      1336.20337 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 95.0536422729s, input_fired_time: 0.9882484078, output_fired_time: 0.8737446070, propagate_forward_time: 35.4717674255, propagate_backward_time: 55.0622100830, weight_update_time: 0.1167884395, other_time: 2.6576728821
epoch time: 7.6956186295s, input_fired_time: 0.1238089949, output_fired_time: 0.0000000000, propagate_forward_time: 7.0906376839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811720848
validation[          , genome  4792] predictions:    9577/  10000 (95.77%), best:    9604/10000 (96.04%), error:      1399.47913, best error:      1336.20337 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.4126205444s, input_fired_time: 1.0047293901, output_fired_time: 0.8673126698, propagate_forward_time: 35.2148056030, propagate_backward_time: 54.5910682678, weight_update_time: 0.1226330623, other_time: 2.7347068787
epoch time: 7.6634516716s, input_fired_time: 0.1292184889, output_fired_time: 0.0000000000, propagate_forward_time: 7.0603542328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738788605
validation[          , genome  4792] predictions:    9598/  10000 (95.98%), best:    9604/10000 (96.04%), error:      1360.27710, best error:      1336.20337 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 95.4150466919s, input_fired_time: 0.9938918948, output_fired_time: 0.8871451616, propagate_forward_time: 35.6442222595, propagate_backward_time: 55.1568222046, weight_update_time: 0.1182132810, other_time: 2.7329673767
epoch time: 7.7443675995s, input_fired_time: 0.1269009411, output_fired_time: 0.0000000000, propagate_forward_time: 7.1379470825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795193672
validation[          , genome  4792] predictions:    9561/  10000 (95.61%), best:    9604/10000 (96.04%), error:      1483.60278, best error:      1336.20337 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 94.0176925659s, input_fired_time: 0.9930747747, output_fired_time: 0.8643452525, propagate_forward_time: 35.1061592102, propagate_backward_time: 54.3407058716, weight_update_time: 0.1176268682, other_time: 2.7134132385
epoch time: 7.7501664162s, input_fired_time: 0.1269880980, output_fired_time: 0.0000000000, propagate_forward_time: 7.1400079727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831705093
validation[          , genome  4792] predictions:    9591/  10000 (95.91%), best:    9604/10000 (96.04%), error:      1376.08362, best error:      1336.20337 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 94.3436431885s, input_fired_time: 1.0024300814, output_fired_time: 0.8689059615, propagate_forward_time: 35.1829528809, propagate_backward_time: 54.5812950134, weight_update_time: 0.1166947782, other_time: 2.7080574036
epoch time: 7.5159888268s, input_fired_time: 0.1252844185, output_fired_time: 0.0000000000, propagate_forward_time: 6.9209842682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697203636
validation[          , genome  4792] predictions:    9558/  10000 (95.58%), best:    9604/10000 (96.04%), error:      1409.19275, best error:      1336.20337 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 94.0935668945s, input_fired_time: 1.0078235865, output_fired_time: 0.8645917177, propagate_forward_time: 35.1371116638, propagate_backward_time: 54.3630332947, weight_update_time: 0.1181489751, other_time: 2.7210083008
epoch time: 7.6147947311s, input_fired_time: 0.1234901920, output_fired_time: 0.0000000000, propagate_forward_time: 7.0235357285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677686691
validation[          , genome  4792] predictions:    9466/  10000 (94.66%), best:    9604/10000 (96.04%), error:      1774.41357, best error:      1336.20337 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.3096389771s, input_fired_time: 0.9765011072, output_fired_time: 0.8742823601, propagate_forward_time: 35.6582412720, propagate_backward_time: 55.1332473755, weight_update_time: 0.1166888922, other_time: 2.6673660278
epoch time: 7.6454663277s, input_fired_time: 0.1267946810, output_fired_time: 0.0000000000, propagate_forward_time: 7.0132207870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054507256
validation[          , genome  4792] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1327.16223, best error:      1327.16223 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 94.5925216675s, input_fired_time: 1.0061845779, output_fired_time: 0.8694257736, propagate_forward_time: 35.4028129578, propagate_backward_time: 54.6373405457, weight_update_time: 0.1171239540, other_time: 2.6767578125
epoch time: 7.8663105965s, input_fired_time: 0.1248776168, output_fired_time: 0.0000000000, propagate_forward_time: 7.2646937370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767394066
validation[          , genome  4792] predictions:    9546/  10000 (95.46%), best:    9609/10000 (96.09%), error:      1505.82935, best error:      1327.16223 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.9069213867s, input_fired_time: 0.9918866754, output_fired_time: 0.8918917179, propagate_forward_time: 36.3046455383, propagate_backward_time: 55.9674224854, weight_update_time: 0.1166091859, other_time: 2.7510719299
epoch time: 7.6700634956s, input_fired_time: 0.1305776089, output_fired_time: 0.0000000000, propagate_forward_time: 7.0651907921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742951393
validation[          , genome  4792] predictions:    9522/  10000 (95.22%), best:    9609/10000 (96.09%), error:      1511.22925, best error:      1327.16223 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 94.8196487427s, input_fired_time: 1.0092247725, output_fired_time: 0.8849723339, propagate_forward_time: 35.3534622192, propagate_backward_time: 54.8961639404, weight_update_time: 0.1169898510, other_time: 2.6758270264
epoch time: 7.4978189468s, input_fired_time: 0.1234662905, output_fired_time: 0.0000000000, propagate_forward_time: 6.9064865112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678659439
validation[          , genome  4792] predictions:    9556/  10000 (95.56%), best:    9609/10000 (96.09%), error:      1457.52698, best error:      1327.16223 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 95.2370300293s, input_fired_time: 0.9809409380, output_fired_time: 0.8697418571, propagate_forward_time: 35.5914878845, propagate_backward_time: 55.0783920288, weight_update_time: 0.1172951609, other_time: 2.7164649963
epoch time: 7.6508502960s, input_fired_time: 0.1258492917, output_fired_time: 0.0000000000, propagate_forward_time: 7.0449967384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800043106
validation[          , genome  4792] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1322.60461, best error:      1322.60461 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.3961639404s, input_fired_time: 1.0016145706, output_fired_time: 0.8891723752, propagate_forward_time: 35.6508140564, propagate_backward_time: 55.1193542480, weight_update_time: 0.1218629554, other_time: 2.7352027893
epoch time: 7.6840243340s, input_fired_time: 0.1243213192, output_fired_time: 0.0000000000, propagate_forward_time: 7.0845346451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751682281
validation[          , genome  4792] predictions:    9537/  10000 (95.37%), best:    9594/10000 (95.94%), error:      1548.14111, best error:      1322.60461 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.3236236572s, input_fired_time: 0.9983128309, output_fired_time: 0.8619666100, propagate_forward_time: 35.2140426636, propagate_backward_time: 54.5178413391, weight_update_time: 0.1172451079, other_time: 2.7314567566
epoch time: 7.7530369759s, input_fired_time: 0.1289372891, output_fired_time: 0.0000000000, propagate_forward_time: 7.1345233917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895763397
validation[          , genome  4792] predictions:    9582/  10000 (95.82%), best:    9594/10000 (95.94%), error:      1391.86267, best error:      1322.60461 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 95.3891830444s, input_fired_time: 0.9785377383, output_fired_time: 0.8625158072, propagate_forward_time: 35.5730247498, propagate_backward_time: 55.2951660156, weight_update_time: 0.1204841733, other_time: 2.6799354553
epoch time: 7.8011178970s, input_fired_time: 0.1266713738, output_fired_time: 0.0000000000, propagate_forward_time: 7.1870741844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873723984
validation[          , genome  4792] predictions:    9600/  10000 (96.00%), best:    9600/10000 (96.00%), error:      1286.65222, best error:      1286.65222 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 95.1631164551s, input_fired_time: 1.0074067116, output_fired_time: 0.8675842285, propagate_forward_time: 35.5958824158, propagate_backward_time: 54.9630393982, weight_update_time: 0.1189594641, other_time: 2.7292022705
epoch time: 7.7091751099s, input_fired_time: 0.1299225837, output_fired_time: 0.0000000000, propagate_forward_time: 7.1121449471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671077728
validation[          , genome  4792] predictions:    9539/  10000 (95.39%), best:    9600/10000 (96.00%), error:      1529.16138, best error:      1286.65222 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 95.1432189941s, input_fired_time: 1.0191302299, output_fired_time: 0.8853243589, propagate_forward_time: 35.5349617004, propagate_backward_time: 54.9735946655, weight_update_time: 0.1182174534, other_time: 2.7302131653
epoch time: 7.5857148170s, input_fired_time: 0.1248971224, output_fired_time: 0.0000000000, propagate_forward_time: 6.9939737320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668440819
validation[          , genome  4792] predictions:    9568/  10000 (95.68%), best:    9600/10000 (96.00%), error:      1465.67371, best error:      1286.65222 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 95.3652191162s, input_fired_time: 1.0040600300, output_fired_time: 0.8821417093, propagate_forward_time: 35.6794853210, propagate_backward_time: 55.1087875366, weight_update_time: 0.1171685904, other_time: 2.6907463074
epoch time: 7.6958422661s, input_fired_time: 0.1262216121, output_fired_time: 0.0000000000, propagate_forward_time: 7.0849123001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847083092
validation[          , genome  4792] predictions:    9530/  10000 (95.30%), best:    9600/10000 (96.00%), error:      1472.20056, best error:      1286.65222 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 94.4253997803s, input_fired_time: 1.0129743814, output_fired_time: 0.8723264337, propagate_forward_time: 35.3165855408, propagate_backward_time: 54.5315361023, weight_update_time: 0.1173682958, other_time: 2.6919708252
epoch time: 7.7421889305s, input_fired_time: 0.1277641952, output_fired_time: 0.0000000000, propagate_forward_time: 7.1360378265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783868790
validation[          , genome  4792] predictions:    9604/  10000 (96.04%), best:    9600/10000 (96.00%), error:      1326.25464, best error:      1286.65222 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.0143814087s, input_fired_time: 0.9945743680, output_fired_time: 0.8772599697, propagate_forward_time: 35.4256591797, propagate_backward_time: 55.0189971924, weight_update_time: 0.1170762479, other_time: 2.6978912354
epoch time: 7.6670846939s, input_fired_time: 0.1275296062, output_fired_time: 0.0000000000, propagate_forward_time: 7.0610194206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785356522
validation[          , genome  4792] predictions:    9608/  10000 (96.08%), best:    9600/10000 (96.00%), error:      1338.75183, best error:      1286.65222 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 94.1072082520s, input_fired_time: 0.9992569685, output_fired_time: 0.8721204996, propagate_forward_time: 35.0636558533, propagate_backward_time: 54.4672317505, weight_update_time: 0.1175040752, other_time: 2.7049369812
epoch time: 7.6897420883s, input_fired_time: 0.1276445091, output_fired_time: 0.0000000000, propagate_forward_time: 7.0792307854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828667641
validation[          , genome  4792] predictions:    9592/  10000 (95.92%), best:    9600/10000 (96.00%), error:      1364.21997, best error:      1286.65222 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 94.6309661865s, input_fired_time: 1.0011159182, output_fired_time: 0.8709361553, propagate_forward_time: 35.3104133606, propagate_backward_time: 54.7185134888, weight_update_time: 0.1180793941, other_time: 2.7299919128
epoch time: 7.6833925247s, input_fired_time: 0.1297501177, output_fired_time: 0.0000000000, propagate_forward_time: 7.0834002495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702420235
validation[          , genome  4792] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1210.88171, best error:      1210.88171 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 94.7717056274s, input_fired_time: 1.0007309914, output_fired_time: 0.8705642819, propagate_forward_time: 35.4178009033, propagate_backward_time: 54.7825851440, weight_update_time: 0.1174078062, other_time: 2.7000198364
epoch time: 7.5754218102s, input_fired_time: 0.1267879754, output_fired_time: 0.0000000000, propagate_forward_time: 6.9707560539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778776169
validation[          , genome  4792] predictions:    9593/  10000 (95.93%), best:    9633/10000 (96.33%), error:      1394.37366, best error:      1210.88171 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.5531158447s, input_fired_time: 0.9932361841, output_fired_time: 0.8659258485, propagate_forward_time: 35.2975959778, propagate_backward_time: 54.7015495300, weight_update_time: 0.1169635728, other_time: 2.6948089600
epoch time: 7.6539258957s, input_fired_time: 0.1275712103, output_fired_time: 0.0000000000, propagate_forward_time: 7.0517854691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745693207
validation[          , genome  4792] predictions:    9626/  10000 (96.26%), best:    9633/10000 (96.33%), error:      1265.69763, best error:      1210.88171 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 94.8774108887s, input_fired_time: 0.9984018803, output_fired_time: 0.8649798632, propagate_forward_time: 35.4864234924, propagate_backward_time: 54.8688812256, weight_update_time: 0.1175687611, other_time: 2.6587181091
epoch time: 7.7371678352s, input_fired_time: 0.1274750978, output_fired_time: 0.0000000000, propagate_forward_time: 7.1221232414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875693321
validation[          , genome  4792] predictions:    9601/  10000 (96.01%), best:    9633/10000 (96.33%), error:      1348.09656, best error:      1210.88171 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 94.6312026978s, input_fired_time: 1.0000172853, output_fired_time: 0.8933033943, propagate_forward_time: 35.3106994629, propagate_backward_time: 54.7208747864, weight_update_time: 0.1295809895, other_time: 2.7063102722
epoch time: 7.7856831551s, input_fired_time: 0.1338541806, output_fired_time: 0.0000000000, propagate_forward_time: 7.1694555283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823732376
validation[          , genome  4792] predictions:    9560/  10000 (95.60%), best:    9633/10000 (96.33%), error:      1455.37927, best error:      1210.88171 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 94.6719970703s, input_fired_time: 1.0078618526, output_fired_time: 0.8816344738, propagate_forward_time: 35.4301757813, propagate_backward_time: 54.6072425842, weight_update_time: 0.1233781204, other_time: 2.7450828552
epoch time: 7.7654151917s, input_fired_time: 0.1344367713, output_fired_time: 0.0000000000, propagate_forward_time: 7.1461791992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847993851
validation[          , genome  4792] predictions:    9607/  10000 (96.07%), best:    9633/10000 (96.33%), error:      1315.44824, best error:      1210.88171 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 94.3693618774s, input_fired_time: 1.0071456432, output_fired_time: 0.8712800741, propagate_forward_time: 35.2102355957, propagate_backward_time: 54.5560798645, weight_update_time: 0.1178923994, other_time: 2.7246208191
epoch time: 7.6752853394s, input_fired_time: 0.1279007047, output_fired_time: 0.0000000000, propagate_forward_time: 7.0680780411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793066978
validation[          , genome  4792] predictions:    9583/  10000 (95.83%), best:    9633/10000 (96.33%), error:      1394.31067, best error:      1210.88171 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 94.0962524414s, input_fired_time: 0.9913288951, output_fired_time: 0.8612880111, propagate_forward_time: 35.1182937622, propagate_backward_time: 54.4545631409, weight_update_time: 0.1160329059, other_time: 2.6707801819
epoch time: 7.6248669624s, input_fired_time: 0.1285548061, output_fired_time: 0.0000000000, propagate_forward_time: 7.0157399178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805722237
validation[          , genome  4792] predictions:    9625/  10000 (96.25%), best:    9633/10000 (96.33%), error:      1271.99207, best error:      1210.88171 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 94.9134979248s, input_fired_time: 0.9918442369, output_fired_time: 0.8618396521, propagate_forward_time: 35.3556289673, propagate_backward_time: 55.0117530823, weight_update_time: 0.1173493117, other_time: 2.6924324036
epoch time: 7.6256856918s, input_fired_time: 0.1277705878, output_fired_time: 0.0000000000, propagate_forward_time: 7.0200762749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778389931
validation[          , genome  4792] predictions:    9627/  10000 (96.27%), best:    9633/10000 (96.33%), error:      1247.45435, best error:      1210.88171 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.8371810913s, input_fired_time: 1.0055221319, output_fired_time: 0.8736432195, propagate_forward_time: 35.3523330688, propagate_backward_time: 54.9071540833, weight_update_time: 0.1177968234, other_time: 2.6985282898
epoch time: 7.6300816536s, input_fired_time: 0.1287894398, output_fired_time: 0.0000000000, propagate_forward_time: 7.0218429565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794492722
validation[          , genome  4792] predictions:    9590/  10000 (95.90%), best:    9633/10000 (96.33%), error:      1340.19177, best error:      1210.88171 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 94.9899597168s, input_fired_time: 1.0084058046, output_fired_time: 0.8750217557, propagate_forward_time: 35.4414291382, propagate_backward_time: 54.9568519592, weight_update_time: 0.1188233867, other_time: 2.7082481384
epoch time: 7.6657776833s, input_fired_time: 0.1259230971, output_fired_time: 0.0000000000, propagate_forward_time: 7.0685977936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712567329
validation[          , genome  4792] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1330.35986, best error:      1210.88171 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.3381576538s, input_fired_time: 1.0072395802, output_fired_time: 0.8955131769, propagate_forward_time: 35.9309082031, propagate_backward_time: 55.7451171875, weight_update_time: 0.1162490696, other_time: 2.7593765259
epoch time: 8.0182180405s, input_fired_time: 0.1375602186, output_fired_time: 0.0000000000, propagate_forward_time: 7.3745174408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061402321
validation[          , genome  4792] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1300.47888, best error:      1210.88171 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.7403411865s, input_fired_time: 1.0077904463, output_fired_time: 0.8590050936, propagate_forward_time: 35.3613357544, propagate_backward_time: 54.7748718262, weight_update_time: 0.1174782738, other_time: 2.7373352051
epoch time: 7.6120309830s, input_fired_time: 0.1289189011, output_fired_time: 0.0000000000, propagate_forward_time: 7.0054478645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776639938
validation[          , genome  4792] predictions:    9635/  10000 (96.35%), best:    9633/10000 (96.33%), error:      1272.55188, best error:      1210.88171 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.7959289551s, input_fired_time: 1.0130132437, output_fired_time: 0.8675221205, propagate_forward_time: 35.3701515198, propagate_backward_time: 54.7749633789, weight_update_time: 0.1194126904, other_time: 2.7702751160
epoch time: 7.8049340248s, input_fired_time: 0.1317895651, output_fired_time: 0.0000000000, propagate_forward_time: 7.1992073059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739370346
validation[          , genome  4792] predictions:    9616/  10000 (96.16%), best:    9633/10000 (96.33%), error:      1283.33130, best error:      1210.88171 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 95.6496734619s, input_fired_time: 1.0224393606, output_fired_time: 0.8730907440, propagate_forward_time: 35.7183761597, propagate_backward_time: 55.3091125488, weight_update_time: 0.1222894639, other_time: 2.7266540527
epoch time: 7.6415257454s, input_fired_time: 0.1282503158, output_fired_time: 0.0000000000, propagate_forward_time: 7.0367021561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765734673
validation[          , genome  4792] predictions:    9536/  10000 (95.36%), best:    9633/10000 (96.33%), error:      1562.22583, best error:      1210.88171 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.7455825806s, input_fired_time: 1.0012881756, output_fired_time: 0.8751586676, propagate_forward_time: 35.3462638855, propagate_backward_time: 54.8320808411, weight_update_time: 0.1165905222, other_time: 2.6907882690
epoch time: 7.6567745209s, input_fired_time: 0.1341943294, output_fired_time: 0.0000000000, propagate_forward_time: 7.0433015823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792785645
validation[          , genome  4792] predictions:    9573/  10000 (95.73%), best:    9633/10000 (96.33%), error:      1420.08936, best error:      1210.88171 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.4606018066s, input_fired_time: 1.0057085752, output_fired_time: 0.8652873039, propagate_forward_time: 35.3435058594, propagate_backward_time: 54.5462913513, weight_update_time: 0.1172659099, other_time: 2.6998100281
epoch time: 7.7662911415s, input_fired_time: 0.1266279817, output_fired_time: 0.0000000000, propagate_forward_time: 7.1609807014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786825180
validation[          , genome  4792] predictions:    9613/  10000 (96.13%), best:    9633/10000 (96.33%), error:      1287.27612, best error:      1210.88171 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.7117156982s, input_fired_time: 1.0102924109, output_fired_time: 0.8895321488, propagate_forward_time: 35.7072753906, propagate_backward_time: 55.3554191589, weight_update_time: 0.1191295683, other_time: 2.7491950989
epoch time: 7.6553063393s, input_fired_time: 0.1308895051, output_fired_time: 0.0000000000, propagate_forward_time: 7.0592947006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651222229
validation[          , genome  4792] predictions:    9629/  10000 (96.29%), best:    9633/10000 (96.33%), error:      1232.99780, best error:      1210.88171 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 95.4759750366s, input_fired_time: 1.0154991150, output_fired_time: 0.8669172525, propagate_forward_time: 35.6822509766, propagate_backward_time: 55.1835556030, weight_update_time: 0.1221886873, other_time: 2.7277526855
epoch time: 7.7997674942s, input_fired_time: 0.1266476065, output_fired_time: 0.0000000000, propagate_forward_time: 7.2036952972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694247246
validation[          , genome  4792] predictions:    9454/  10000 (94.54%), best:    9633/10000 (96.33%), error:      1742.53174, best error:      1210.88171 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 94.5176620483s, input_fired_time: 1.0408600569, output_fired_time: 0.8755580187, propagate_forward_time: 35.2967414856, propagate_backward_time: 54.5805664063, weight_update_time: 0.1180994436, other_time: 2.7239341736
epoch time: 7.7674479485s, input_fired_time: 0.1291452944, output_fired_time: 0.0000000000, propagate_forward_time: 7.1534838676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848189354
validation[          , genome  4792] predictions:    9654/  10000 (96.54%), best:    9633/10000 (96.33%), error:      1239.07153, best error:      1210.88171 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 94.6335830688s, input_fired_time: 1.0300605297, output_fired_time: 0.8669108748, propagate_forward_time: 35.3243331909, propagate_backward_time: 54.6938285828, weight_update_time: 0.1180918738, other_time: 2.7184486389
epoch time: 7.6770186424s, input_fired_time: 0.1262257844, output_fired_time: 0.0000000000, propagate_forward_time: 7.0786819458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721107483
validation[          , genome  4792] predictions:    9614/  10000 (96.14%), best:    9633/10000 (96.33%), error:      1326.08630, best error:      1210.88171 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.9799423218s, input_fired_time: 1.0030320883, output_fired_time: 0.8723190427, propagate_forward_time: 35.5092201233, propagate_backward_time: 54.9084739685, weight_update_time: 0.1213055402, other_time: 2.6868972778
epoch time: 7.7793169022s, input_fired_time: 0.1270091087, output_fired_time: 0.0000000000, propagate_forward_time: 7.1809864044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713215828
validation[          , genome  4792] predictions:    9632/  10000 (96.32%), best:    9633/10000 (96.33%), error:      1237.23853, best error:      1210.88171 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 95.9023666382s, input_fired_time: 1.0113415718, output_fired_time: 0.8767189980, propagate_forward_time: 35.7446136475, propagate_backward_time: 55.5614089966, weight_update_time: 0.1180285886, other_time: 2.7082824707
epoch time: 7.6948490143s, input_fired_time: 0.1294300705, output_fired_time: 0.0000000000, propagate_forward_time: 7.0801863670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852323532
validation[          , genome  4792] predictions:    9620/  10000 (96.20%), best:    9633/10000 (96.33%), error:      1271.50146, best error:      1210.88171 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 95.3684234619s, input_fired_time: 1.0079060793, output_fired_time: 0.8701870441, propagate_forward_time: 35.6354522705, propagate_backward_time: 55.1348991394, weight_update_time: 0.1168967336, other_time: 2.7199821472
epoch time: 7.6554117203s, input_fired_time: 0.1294925809, output_fired_time: 0.0000000000, propagate_forward_time: 7.0557637215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701552391
validation[          , genome  4792] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1204.20178, best error:      1204.20178 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 94.4262847900s, input_fired_time: 1.0146642923, output_fired_time: 0.8666045070, propagate_forward_time: 35.2558670044, propagate_backward_time: 54.5602989197, weight_update_time: 0.1202965975, other_time: 2.7288475037
epoch time: 7.7047729492s, input_fired_time: 0.1273697764, output_fired_time: 0.0000000000, propagate_forward_time: 7.0903134346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870896339
validation[          , genome  4792] predictions:    9578/  10000 (95.78%), best:    9636/10000 (96.36%), error:      1413.23145, best error:      1204.20178 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 94.2832031250s, input_fired_time: 1.0189623833, output_fired_time: 0.8724232912, propagate_forward_time: 35.2103919983, propagate_backward_time: 54.4579620361, weight_update_time: 0.1179189757, other_time: 2.7234687805
epoch time: 7.8291134834s, input_fired_time: 0.1319268793, output_fired_time: 0.0000000000, propagate_forward_time: 7.2151060104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820804596
validation[          , genome  4792] predictions:    9623/  10000 (96.23%), best:    9636/10000 (96.36%), error:      1299.39819, best error:      1204.20178 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.1208114624s, input_fired_time: 1.0110490322, output_fired_time: 0.8706303835, propagate_forward_time: 35.4259338379, propagate_backward_time: 55.1118774414, weight_update_time: 0.1241810769, other_time: 2.7013244629
epoch time: 7.6634740829s, input_fired_time: 0.1287740022, output_fired_time: 0.0000000000, propagate_forward_time: 7.0549845695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797153473
validation[          , genome  4792] predictions:    9612/  10000 (96.12%), best:    9636/10000 (96.36%), error:      1272.49939, best error:      1204.20178 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 94.2750167847s, input_fired_time: 1.0154368877, output_fired_time: 0.8639491796, propagate_forward_time: 35.1510620117, propagate_backward_time: 54.5234680176, weight_update_time: 0.1176233217, other_time: 2.7210998535
epoch time: 7.8211054802s, input_fired_time: 0.1293529719, output_fired_time: 0.0000000000, propagate_forward_time: 7.2150778770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766745567
validation[          , genome  4792] predictions:    9611/  10000 (96.11%), best:    9636/10000 (96.36%), error:      1278.32446, best error:      1204.20178 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.8827209473s, input_fired_time: 1.0061347485, output_fired_time: 0.8784842491, propagate_forward_time: 35.8998756409, propagate_backward_time: 55.3675651550, weight_update_time: 0.1175824776, other_time: 2.7306594849
epoch time: 7.8238000870s, input_fired_time: 0.1295025945, output_fired_time: 0.0000000000, propagate_forward_time: 7.1931061745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011911392
validation[          , genome  4792] predictions:    9573/  10000 (95.73%), best:    9636/10000 (96.36%), error:      1409.42871, best error:      1204.20178 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 95.6796417236s, input_fired_time: 1.0358370543, output_fired_time: 0.8596084118, propagate_forward_time: 35.8178787231, propagate_backward_time: 55.2575950623, weight_update_time: 0.1164548993, other_time: 2.7087211609
epoch time: 7.9571585655s, input_fired_time: 0.1309143007, output_fired_time: 0.0000000000, propagate_forward_time: 7.3362250328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900193214
validation[          , genome  4792] predictions:    9610/  10000 (96.10%), best:    9636/10000 (96.36%), error:      1304.63477, best error:      1204.20178 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 94.8619613647s, input_fired_time: 1.0100717545, output_fired_time: 0.8588873744, propagate_forward_time: 35.4364738464, propagate_backward_time: 54.8560028076, weight_update_time: 0.1173394546, other_time: 2.7005271912
epoch time: 7.7114906311s, input_fired_time: 0.1328406632, output_fired_time: 0.0000000000, propagate_forward_time: 7.1002845764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783654213
validation[          , genome  4792] predictions:    9610/  10000 (96.10%), best:    9636/10000 (96.36%), error:      1358.19495, best error:      1204.20178 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 95.3864669800s, input_fired_time: 0.9985857606, output_fired_time: 0.8863145113, propagate_forward_time: 35.5752525330, propagate_backward_time: 55.2432899475, weight_update_time: 0.1162094101, other_time: 2.6830215454
epoch time: 7.6586394310s, input_fired_time: 0.1269973963, output_fired_time: 0.0000000000, propagate_forward_time: 7.0629701614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686717987
validation[          , genome  4792] predictions:    9640/  10000 (96.40%), best:    9636/10000 (96.36%), error:      1206.44897, best error:      1204.20178 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.8316574097s, input_fired_time: 1.0082882643, output_fired_time: 0.8662884235, propagate_forward_time: 35.4856681824, propagate_backward_time: 54.8245277405, weight_update_time: 0.1163062602, other_time: 2.6468887329
epoch time: 7.6349740028s, input_fired_time: 0.1273759156, output_fired_time: 0.0000000000, propagate_forward_time: 7.0404682159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671297073
validation[          , genome  4792] predictions:    9646/  10000 (96.46%), best:    9636/10000 (96.36%), error:      1214.24829, best error:      1204.20178 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.4619598389s, input_fired_time: 1.0112675428, output_fired_time: 0.8641813993, propagate_forward_time: 35.2584037781, propagate_backward_time: 54.6508140564, weight_update_time: 0.1171681359, other_time: 2.6772918701
epoch time: 7.5841345787s, input_fired_time: 0.1312795728, output_fired_time: 0.0000000000, propagate_forward_time: 6.9782695770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745855331
validation[          , genome  4792] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1188.09241, best error:      1188.09241 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.8210906982s, input_fired_time: 1.0111320019, output_fired_time: 0.8716182709, propagate_forward_time: 35.9011878967, propagate_backward_time: 55.3469734192, weight_update_time: 0.1202197522, other_time: 2.6901779175
epoch time: 7.8308529854s, input_fired_time: 0.1307418048, output_fired_time: 0.0000000000, propagate_forward_time: 7.2054762840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946351051
validation[          , genome  4792] predictions:    9481/  10000 (94.81%), best:    9642/10000 (96.42%), error:      1771.95276, best error:      1188.09241 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 94.8150177002s, input_fired_time: 1.0231783390, output_fired_time: 0.8804126978, propagate_forward_time: 35.3910102844, propagate_backward_time: 54.8080978394, weight_update_time: 0.1177988499, other_time: 2.7123222351
epoch time: 7.6229910851s, input_fired_time: 0.1282537878, output_fired_time: 0.0000000000, propagate_forward_time: 7.0265398026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681973457
validation[          , genome  4792] predictions:    9507/  10000 (95.07%), best:    9642/10000 (96.42%), error:      1579.41833, best error:      1188.09241 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 94.2739486694s, input_fired_time: 1.0209331512, output_fired_time: 0.8698484302, propagate_forward_time: 35.1683998108, propagate_backward_time: 54.4746437073, weight_update_time: 0.1172949895, other_time: 2.7401199341
epoch time: 8.0355262756s, input_fired_time: 0.1362055093, output_fired_time: 0.0000000000, propagate_forward_time: 7.3990921974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002284050
validation[          , genome  4792] predictions:    9619/  10000 (96.19%), best:    9642/10000 (96.42%), error:      1262.96558, best error:      1188.09241 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 94.8249816895s, input_fired_time: 1.0094166994, output_fired_time: 0.8737069964, propagate_forward_time: 35.3715438843, propagate_backward_time: 54.8705749512, weight_update_time: 0.1172009706, other_time: 2.6997375488
epoch time: 7.8110189438s, input_fired_time: 0.1351642162, output_fired_time: 0.0000000000, propagate_forward_time: 7.1928920746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829626083
validation[          , genome  4792] predictions:    9547/  10000 (95.47%), best:    9642/10000 (96.42%), error:      1574.57715, best error:      1188.09241 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.6008453369s, input_fired_time: 1.0064375401, output_fired_time: 0.8631323576, propagate_forward_time: 35.3772239685, propagate_backward_time: 54.6313552856, weight_update_time: 0.1205829009, other_time: 2.7226982117
epoch time: 7.7656764984s, input_fired_time: 0.1280738115, output_fired_time: 0.0000000000, propagate_forward_time: 7.1484322548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891705513
validation[          , genome  4792] predictions:    9640/  10000 (96.40%), best:    9642/10000 (96.42%), error:      1257.03210, best error:      1188.09241 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 94.9637832642s, input_fired_time: 1.0031394958, output_fired_time: 0.8707713485, propagate_forward_time: 35.5447120667, propagate_backward_time: 54.8503227234, weight_update_time: 0.1162742674, other_time: 2.6948394775
epoch time: 7.6845679283s, input_fired_time: 0.1327573210, output_fired_time: 0.0000000000, propagate_forward_time: 7.0853004456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665102959
validation[          , genome  4792] predictions:    9540/  10000 (95.40%), best:    9642/10000 (96.42%), error:      1527.77637, best error:      1188.09241 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 94.3770904541s, input_fired_time: 1.0201376677, output_fired_time: 0.8663152456, propagate_forward_time: 35.2223892212, propagate_backward_time: 54.5486831665, weight_update_time: 0.1170251966, other_time: 2.7195663452
epoch time: 7.8171620369s, input_fired_time: 0.1320677102, output_fired_time: 0.0000000000, propagate_forward_time: 7.1833066940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017876625
validation[          , genome  4792] predictions:    9618/  10000 (96.18%), best:    9642/10000 (96.42%), error:      1288.74524, best error:      1188.09241 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 94.9165496826s, input_fired_time: 1.0420554876, output_fired_time: 0.8720200658, propagate_forward_time: 35.3632354736, propagate_backward_time: 54.8927993774, weight_update_time: 0.1228197441, other_time: 2.7464447021
epoch time: 7.6199145317s, input_fired_time: 0.1298719347, output_fired_time: 0.0000000000, propagate_forward_time: 7.0154190063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746236801
validation[          , genome  4792] predictions:    9617/  10000 (96.17%), best:    9642/10000 (96.42%), error:      1266.52966, best error:      1188.09241 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 94.3955841064s, input_fired_time: 1.0302212238, output_fired_time: 0.8625562191, propagate_forward_time: 35.2110710144, propagate_backward_time: 54.5996437073, weight_update_time: 0.1169737205, other_time: 2.6920928955
epoch time: 7.7487545013s, input_fired_time: 0.1325735003, output_fired_time: 0.0000000000, propagate_forward_time: 7.1354017258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807791710
validation[          , genome  4792] predictions:    9629/  10000 (96.29%), best:    9642/10000 (96.42%), error:      1245.71069, best error:      1188.09241 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 95.3111267090s, input_fired_time: 1.0170488358, output_fired_time: 0.8687367439, propagate_forward_time: 35.5944442749, propagate_backward_time: 55.1165695190, weight_update_time: 0.1162840575, other_time: 2.7143249512
epoch time: 7.8525395393s, input_fired_time: 0.1324076355, output_fired_time: 0.0000000000, propagate_forward_time: 7.2413268089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788050652
validation[          , genome  4792] predictions:    9650/  10000 (96.50%), best:    9642/10000 (96.42%), error:      1235.31714, best error:      1188.09241 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 94.7036819458s, input_fired_time: 1.0237363577, output_fired_time: 0.8669789433, propagate_forward_time: 35.3318786621, propagate_backward_time: 54.7711410522, weight_update_time: 0.1179564744, other_time: 2.7099456787
epoch time: 7.7152018547s, input_fired_time: 0.1344828308, output_fired_time: 0.0000000000, propagate_forward_time: 7.1027460098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779729843
validation[          , genome  4792] predictions:    9620/  10000 (96.20%), best:    9642/10000 (96.42%), error:      1267.63293, best error:      1188.09241 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 94.0959548950s, input_fired_time: 1.0208110809, output_fired_time: 0.8620496392, propagate_forward_time: 35.1400222778, propagate_backward_time: 54.3539848328, weight_update_time: 0.1181961298, other_time: 2.7190818787
epoch time: 7.6526050568s, input_fired_time: 0.1316106915, output_fired_time: 0.0000000000, propagate_forward_time: 7.0425348282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784593582
validation[          , genome  4792] predictions:    9621/  10000 (96.21%), best:    9642/10000 (96.42%), error:      1264.74402, best error:      1188.09241 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 96.6278915405s, input_fired_time: 1.0338358879, output_fired_time: 0.8885602355, propagate_forward_time: 36.1407470703, propagate_backward_time: 55.8290901184, weight_update_time: 0.1169899628, other_time: 2.7356605530
epoch time: 7.7429075241s, input_fired_time: 0.1295711100, output_fired_time: 0.0000000000, propagate_forward_time: 7.1439270973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694094658
validation[          , genome  4792] predictions:    9616/  10000 (96.16%), best:    9642/10000 (96.42%), error:      1281.72473, best error:      1188.09241 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 95.1581344604s, input_fired_time: 1.0101507902, output_fired_time: 0.8702579141, propagate_forward_time: 35.5351943970, propagate_backward_time: 55.0360832214, weight_update_time: 0.1195717975, other_time: 2.7064552307
epoch time: 7.9355039597s, input_fired_time: 0.1308213770, output_fired_time: 0.0000000000, propagate_forward_time: 7.3071007729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975819588
validation[          , genome  4792] predictions:    9589/  10000 (95.89%), best:    9642/10000 (96.42%), error:      1330.73474, best error:      1188.09241 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 95.4746093750s, input_fired_time: 1.0622400045, output_fired_time: 0.8751574159, propagate_forward_time: 35.5740737915, propagate_backward_time: 55.2617492676, weight_update_time: 0.1179872677, other_time: 2.7013854980
epoch time: 7.6970458031s, input_fired_time: 0.1300950944, output_fired_time: 0.0000000000, propagate_forward_time: 7.0843973160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825534821
validation[          , genome  4792] predictions:    9620/  10000 (96.20%), best:    9642/10000 (96.42%), error:      1262.36890, best error:      1188.09241 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.2197036743s, input_fired_time: 1.0142741203, output_fired_time: 0.8734366298, propagate_forward_time: 35.5862770081, propagate_backward_time: 55.0249977112, weight_update_time: 0.1168613806, other_time: 2.7207183838
epoch time: 7.6421771049s, input_fired_time: 0.1296047270, output_fired_time: 0.0000000000, propagate_forward_time: 7.0406594276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719128609
validation[          , genome  4792] predictions:    9637/  10000 (96.37%), best:    9642/10000 (96.42%), error:      1248.07727, best error:      1188.09241 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.7172393799s, input_fired_time: 1.0252805948, output_fired_time: 0.8695390821, propagate_forward_time: 35.3555450439, propagate_backward_time: 54.7477760315, weight_update_time: 0.1176809818, other_time: 2.7190971375
epoch time: 7.7312970161s, input_fired_time: 0.1348142177, output_fired_time: 0.0000000000, propagate_forward_time: 7.1229405403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735422134
validation[          , genome  4792] predictions:    9611/  10000 (96.11%), best:    9642/10000 (96.42%), error:      1266.73560, best error:      1188.09241 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.3625793457s, input_fired_time: 1.0229455233, output_fired_time: 0.8681168556, propagate_forward_time: 35.1960868835, propagate_backward_time: 54.5398101807, weight_update_time: 0.1169627011, other_time: 2.7356147766
epoch time: 7.8783326149s, input_fired_time: 0.1324886233, output_fired_time: 0.0000000000, propagate_forward_time: 7.2464389801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994049072
validation[          , genome  4792] predictions:    9607/  10000 (96.07%), best:    9642/10000 (96.42%), error:      1310.86865, best error:      1188.09241 on epoch:    82, 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: 39.2491416931s, input_fired_time: 0.6566109657, output_fired_time: 0.0000000000, propagate_forward_time: 36.0271072388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5654220581
best training[          , genome  4792] predictions:   49025/  50000 (98.05%), best:    9642/10000 (96.42%), error:      3429.32910, best error:      1188.09241 on epoch:    82, 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: 7.8576292992s, input_fired_time: 0.1324662268, output_fired_time: 0.0000000000, propagate_forward_time: 7.2425508499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826121330
   testing[          , genome  4792] predictions:    9709/  10000 (97.09%), best:    9642/10000 (96.42%), error:       998.22687, best error:      1188.09241 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:17:11 (6408): called boinc_finish(0)

</stderr_txt>
]]>