Nameexact_genome_1512568488_42_4508_0
Workunit2593745
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline12 Dec 2017, 22:59:23 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 1 min 9 sec
CPU time3 hours 0 min 14 sec
Validate stateValid
Credit1,382.26
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.50 MB
Peak swap size158.93 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.1778244078, output_fired_time: 0.0000000000, propagate_forward_time: 7.2918939590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396513939
validation[          , genome  4508] predictions:    9525/  10000 (95.25%), best:    9579/10000 (95.79%), error:      1602.23596, best error:      1369.43945 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 98.1816864014s, input_fired_time: 1.4197082520, output_fired_time: 1.3114041090, propagate_forward_time: 36.6022148132, propagate_backward_time: 55.7388458252, weight_update_time: 0.1366063207, other_time: 3.1095161438
epoch time: 8.3292531967s, input_fired_time: 0.1777710915, output_fired_time: 0.0000000000, propagate_forward_time: 7.5963644981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551171303
validation[          , genome  4508] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1328.33020, best error:      1328.33020 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 99.5805969238s, input_fired_time: 1.4665677547, output_fired_time: 1.3071160316, propagate_forward_time: 37.0493927002, propagate_backward_time: 56.4593963623, weight_update_time: 0.1437153816, other_time: 3.2981262207
epoch time: 8.0873775482s, input_fired_time: 0.1861131042, output_fired_time: 0.0000000000, propagate_forward_time: 7.3520870209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491776466
validation[          , genome  4508] predictions:    9603/  10000 (96.03%), best:    9609/10000 (96.09%), error:      1370.51758, best error:      1328.33020 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 98.0419998169s, input_fired_time: 1.4205061197, output_fired_time: 1.2966675758, propagate_forward_time: 36.5522117615, propagate_backward_time: 55.6864356995, weight_update_time: 0.1353644431, other_time: 3.0861740112
epoch time: 8.0220365524s, input_fired_time: 0.1797933131, output_fired_time: 0.0000000000, propagate_forward_time: 7.2808418274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614013672
validation[          , genome  4508] predictions:    9600/  10000 (96.00%), best:    9609/10000 (96.09%), error:      1357.85449, best error:      1328.33020 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.5865631104s, input_fired_time: 1.4135830402, output_fired_time: 1.2989902496, propagate_forward_time: 36.3637771606, propagate_backward_time: 55.4717788696, weight_update_time: 0.1352725625, other_time: 3.0384368896
epoch time: 8.0870237350s, input_fired_time: 0.1797069907, output_fired_time: 0.0000000000, propagate_forward_time: 7.3310098648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763068199
validation[          , genome  4508] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1318.54871, best error:      1318.54871 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 97.8567276001s, input_fired_time: 1.4260969162, output_fired_time: 1.3010780811, propagate_forward_time: 36.4059524536, propagate_backward_time: 55.6200485229, weight_update_time: 0.1363883764, other_time: 3.1035537720
epoch time: 8.0807685852s, input_fired_time: 0.1867665350, output_fired_time: 0.0000000000, propagate_forward_time: 7.3358883858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581135750
validation[          , genome  4508] predictions:    9540/  10000 (95.40%), best:    9605/10000 (96.05%), error:      1566.43518, best error:      1318.54871 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.6172790527s, input_fired_time: 1.4746682644, output_fired_time: 1.3026680946, propagate_forward_time: 36.8661842346, propagate_backward_time: 55.7849426270, weight_update_time: 0.1475924104, other_time: 3.1888160706
epoch time: 8.0115079880s, input_fired_time: 0.1797623634, output_fired_time: 0.0000000000, propagate_forward_time: 7.2880644798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436811447
validation[          , genome  4508] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1289.60864, best error:      1289.60864 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 99.0948944092s, input_fired_time: 1.4481563568, output_fired_time: 1.2995839119, propagate_forward_time: 36.8083381653, propagate_backward_time: 56.2924118042, weight_update_time: 0.1392014027, other_time: 3.2464027405
epoch time: 8.0594329834s, input_fired_time: 0.1814380139, output_fired_time: 0.0000000000, propagate_forward_time: 7.3282399178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497550964
validation[          , genome  4508] predictions:    9604/  10000 (96.04%), best:    9601/10000 (96.01%), error:      1397.71240, best error:      1289.60864 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 100.5225372314s, input_fired_time: 1.4908812046, output_fired_time: 1.3296861649, propagate_forward_time: 37.4352531433, propagate_backward_time: 56.9345550537, weight_update_time: 0.1389102042, other_time: 3.3321571350
epoch time: 8.0076646805s, input_fired_time: 0.1802722961, output_fired_time: 0.0000000000, propagate_forward_time: 7.2912006378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361919403
validation[          , genome  4508] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1218.88708, best error:      1218.88708 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.7597351074s, input_fired_time: 1.4315726757, output_fired_time: 1.3297739029, propagate_forward_time: 36.8900947571, propagate_backward_time: 55.9740104675, weight_update_time: 0.1375158280, other_time: 3.1342849731
epoch time: 7.9636840820s, input_fired_time: 0.1838951856, output_fired_time: 0.0000000000, propagate_forward_time: 7.2171077728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5626811981
validation[          , genome  4508] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1172.66699, best error:      1172.66699 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 97.7685699463s, input_fired_time: 1.4098486900, output_fired_time: 1.3012487888, propagate_forward_time: 36.3668670654, propagate_backward_time: 55.5793266296, weight_update_time: 0.1349833012, other_time: 3.1112785339
epoch time: 8.0741271973s, input_fired_time: 0.1863519996, output_fired_time: 0.0000000000, propagate_forward_time: 7.3242044449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635709763
validation[          , genome  4508] predictions:    9631/  10000 (96.31%), best:    9639/10000 (96.39%), error:      1279.95215, best error:      1172.66699 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 97.6798706055s, input_fired_time: 1.4204021692, output_fired_time: 1.3036643267, propagate_forward_time: 36.3623809814, propagate_backward_time: 55.4982948303, weight_update_time: 0.1365650147, other_time: 3.0951271057
epoch time: 8.0146808624s, input_fired_time: 0.1781055033, output_fired_time: 0.0000000000, propagate_forward_time: 7.2954239845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411515236
validation[          , genome  4508] predictions:    9582/  10000 (95.82%), best:    9639/10000 (96.39%), error:      1359.94690, best error:      1172.66699 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 97.5907363892s, input_fired_time: 1.4268816710, output_fired_time: 1.2900344133, propagate_forward_time: 36.4248619080, propagate_backward_time: 55.3714141846, weight_update_time: 0.1359782219, other_time: 3.0775489807
epoch time: 7.9798064232s, input_fired_time: 0.1794220060, output_fired_time: 0.0000000000, propagate_forward_time: 7.2655467987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348377228
validation[          , genome  4508] predictions:    9622/  10000 (96.22%), best:    9639/10000 (96.39%), error:      1270.28601, best error:      1172.66699 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 97.7327575684s, input_fired_time: 1.4107335806, output_fired_time: 1.3009082079, propagate_forward_time: 36.4642372131, propagate_backward_time: 55.4871253967, weight_update_time: 0.1399360150, other_time: 3.0697479248
epoch time: 7.9983787537s, input_fired_time: 0.1777438670, output_fired_time: 0.0000000000, propagate_forward_time: 7.2841181755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365166664
validation[          , genome  4508] predictions:    9602/  10000 (96.02%), best:    9639/10000 (96.39%), error:      1341.01074, best error:      1172.66699 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 99.0446243286s, input_fired_time: 1.4539515972, output_fired_time: 1.3215645552, propagate_forward_time: 36.9584579468, propagate_backward_time: 56.0560722351, weight_update_time: 0.1380189955, other_time: 3.2545814514
epoch time: 8.0466766357s, input_fired_time: 0.1843180805, output_fired_time: 0.0000000000, propagate_forward_time: 7.3053030968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570554733
validation[          , genome  4508] predictions:    9500/  10000 (95.00%), best:    9639/10000 (96.39%), error:      1563.72766, best error:      1172.66699 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 98.5266647339s, input_fired_time: 1.4548439980, output_fired_time: 1.3225011826, propagate_forward_time: 36.7842025757, propagate_backward_time: 55.8427162170, weight_update_time: 0.1373499185, other_time: 3.1224021912
epoch time: 8.1146354675s, input_fired_time: 0.1830670834, output_fired_time: 0.0000000000, propagate_forward_time: 7.3872990608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442690849
validation[          , genome  4508] predictions:    9605/  10000 (96.05%), best:    9639/10000 (96.39%), error:      1316.61926, best error:      1172.66699 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.4244689941s, input_fired_time: 1.4518465996, output_fired_time: 1.3140394688, propagate_forward_time: 36.9216728210, propagate_backward_time: 56.5384101868, weight_update_time: 0.1373576224, other_time: 3.1985015869
epoch time: 7.9996962547s, input_fired_time: 0.1787593365, output_fired_time: 0.0000000000, propagate_forward_time: 7.2826862335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382509232
validation[          , genome  4508] predictions:    9638/  10000 (96.38%), best:    9639/10000 (96.39%), error:      1203.37256, best error:      1172.66699 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.0636444092s, input_fired_time: 1.4346780777, output_fired_time: 1.3296153545, propagate_forward_time: 36.5254669189, propagate_backward_time: 55.6906852722, weight_update_time: 0.1367683709, other_time: 3.0832023621
epoch time: 7.9851326942s, input_fired_time: 0.1791725904, output_fired_time: 0.0000000000, propagate_forward_time: 7.2686505318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373096466
validation[          , genome  4508] predictions:    9601/  10000 (96.01%), best:    9639/10000 (96.39%), error:      1306.81360, best error:      1172.66699 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 98.4732666016s, input_fired_time: 1.4290524721, output_fired_time: 1.3127518892, propagate_forward_time: 36.6779747009, propagate_backward_time: 55.9425392151, weight_update_time: 0.1361953020, other_time: 3.1109466553
epoch time: 8.0734272003s, input_fired_time: 0.1834506989, output_fired_time: 0.0000000000, propagate_forward_time: 7.3438582420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461182594
validation[          , genome  4508] predictions:    9627/  10000 (96.27%), best:    9639/10000 (96.39%), error:      1205.34485, best error:      1172.66699 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 97.8680191040s, input_fired_time: 1.4183436632, output_fired_time: 1.3093352318, propagate_forward_time: 36.5031852722, propagate_backward_time: 55.6458663940, weight_update_time: 0.1364061981, other_time: 2.9912910461
epoch time: 8.1632919312s, input_fired_time: 0.1960333884, output_fired_time: 0.0000000000, propagate_forward_time: 7.4239068031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433516502
validation[          , genome  4508] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1134.34570, best error:      1134.34570 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.9951858521s, input_fired_time: 1.4708728790, output_fired_time: 1.3219847679, propagate_forward_time: 36.8187065125, propagate_backward_time: 56.1966476440, weight_update_time: 0.1421266794, other_time: 3.1869773865
epoch time: 7.9344468117s, input_fired_time: 0.1775334030, output_fired_time: 0.0000000000, propagate_forward_time: 7.2239160538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329971313
validation[          , genome  4508] predictions:    9646/  10000 (96.46%), best:    9651/10000 (96.51%), error:      1191.67761, best error:      1134.34570 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.2695693970s, input_fired_time: 1.4526069164, output_fired_time: 1.2947971821, propagate_forward_time: 36.6408729553, propagate_backward_time: 55.7303237915, weight_update_time: 0.1367053688, other_time: 3.1509666443
epoch time: 7.9633059502s, input_fired_time: 0.1802280843, output_fired_time: 0.0000000000, propagate_forward_time: 7.2436838150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393939018
validation[          , genome  4508] predictions:    9627/  10000 (96.27%), best:    9651/10000 (96.51%), error:      1259.47705, best error:      1134.34570 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 97.1907196045s, input_fired_time: 1.4043356180, output_fired_time: 1.2992595434, propagate_forward_time: 36.2663421631, propagate_backward_time: 55.2069358826, weight_update_time: 0.1347171068, other_time: 3.0138435364
epoch time: 8.1265830994s, input_fired_time: 0.1957340240, output_fired_time: 0.0000000000, propagate_forward_time: 7.3823981285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484509468
validation[          , genome  4508] predictions:    9660/  10000 (96.60%), best:    9651/10000 (96.51%), error:      1145.11169, best error:      1134.34570 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 98.4351577759s, input_fired_time: 1.4406768084, output_fired_time: 1.2988759279, propagate_forward_time: 36.6589126587, propagate_backward_time: 55.9141654968, weight_update_time: 0.1369170845, other_time: 3.1225318909
epoch time: 7.9787592888s, input_fired_time: 0.1787165105, output_fired_time: 0.0000000000, propagate_forward_time: 7.2633113861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367312431
validation[          , genome  4508] predictions:    9507/  10000 (95.07%), best:    9651/10000 (96.51%), error:      1719.62610, best error:      1134.34570 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 97.7138137817s, input_fired_time: 1.4072947502, output_fired_time: 1.3110127449, propagate_forward_time: 36.4372673035, propagate_backward_time: 55.5615615845, weight_update_time: 0.1343504339, other_time: 2.9966773987
epoch time: 8.1304330826s, input_fired_time: 0.1819987893, output_fired_time: 0.0000000000, propagate_forward_time: 7.3861055374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623288155
validation[          , genome  4508] predictions:    9635/  10000 (96.35%), best:    9651/10000 (96.51%), error:      1196.89099, best error:      1134.34570 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 99.6090850830s, input_fired_time: 1.4717911482, output_fired_time: 1.3208020926, propagate_forward_time: 37.1454048157, propagate_backward_time: 56.4358863831, weight_update_time: 0.1367040128, other_time: 3.2351989746
epoch time: 8.0686893463s, input_fired_time: 0.1846358776, output_fired_time: 0.0000000000, propagate_forward_time: 7.3189582825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650949478
validation[          , genome  4508] predictions:    9634/  10000 (96.34%), best:    9651/10000 (96.51%), error:      1261.24622, best error:      1134.34570 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 97.6246795654s, input_fired_time: 1.4297900200, output_fired_time: 1.2928185463, propagate_forward_time: 36.3247718811, propagate_backward_time: 55.4915161133, weight_update_time: 0.1352744550, other_time: 3.0857887268
epoch time: 8.0598917007s, input_fired_time: 0.1883888841, output_fired_time: 0.0000000000, propagate_forward_time: 7.3091607094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623421669
validation[          , genome  4508] predictions:    9641/  10000 (96.41%), best:    9651/10000 (96.51%), error:      1196.82996, best error:      1134.34570 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 97.5693435669s, input_fired_time: 1.4358531237, output_fired_time: 1.3095326424, propagate_forward_time: 36.3691406250, propagate_backward_time: 55.4295120239, weight_update_time: 0.1367751807, other_time: 3.0253067017
epoch time: 7.9250283241s, input_fired_time: 0.1799288392, output_fired_time: 0.0000000000, propagate_forward_time: 7.2099819183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351176262
validation[          , genome  4508] predictions:    9589/  10000 (95.89%), best:    9651/10000 (96.51%), error:      1421.14734, best error:      1134.34570 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.5654983521s, input_fired_time: 1.4398102760, output_fired_time: 1.3042421341, propagate_forward_time: 36.3354034424, propagate_backward_time: 55.4204216003, weight_update_time: 0.1362357885, other_time: 3.0656166077
epoch time: 8.0567502975s, input_fired_time: 0.1893268675, output_fired_time: 0.0000000000, propagate_forward_time: 7.3168210983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506024361
validation[          , genome  4508] predictions:    9648/  10000 (96.48%), best:    9651/10000 (96.51%), error:      1237.02905, best error:      1134.34570 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.2901077271s, input_fired_time: 1.4439452887, output_fired_time: 1.3002272844, propagate_forward_time: 36.6557579041, propagate_backward_time: 55.7481384277, weight_update_time: 0.1369422972, other_time: 3.1420402527
epoch time: 7.9167509079s, input_fired_time: 0.1785765886, output_fired_time: 0.0000000000, propagate_forward_time: 7.2008275986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373468399
validation[          , genome  4508] predictions:    9680/  10000 (96.80%), best:    9651/10000 (96.51%), error:      1144.09131, best error:      1134.34570 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.4007339478s, input_fired_time: 1.4957365990, output_fired_time: 1.3201006651, propagate_forward_time: 36.9716491699, propagate_backward_time: 56.4023437500, weight_update_time: 0.1377972960, other_time: 3.2109069824
epoch time: 8.0762624741s, input_fired_time: 0.1846929193, output_fired_time: 0.0000000000, propagate_forward_time: 7.3400382996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515313148
validation[          , genome  4508] predictions:    9635/  10000 (96.35%), best:    9651/10000 (96.51%), error:      1181.15356, best error:      1134.34570 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.3558349609s, input_fired_time: 1.4526618719, output_fired_time: 1.3230974674, propagate_forward_time: 37.0061721802, propagate_backward_time: 56.3411598206, weight_update_time: 0.1378294230, other_time: 3.2327461243
epoch time: 8.1181297302s, input_fired_time: 0.1811064035, output_fired_time: 0.0000000000, propagate_forward_time: 7.3960270882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409960747
validation[          , genome  4508] predictions:    9637/  10000 (96.37%), best:    9651/10000 (96.51%), error:      1226.07886, best error:      1134.34570 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.7038574219s, input_fired_time: 1.4411327839, output_fired_time: 1.3082410097, propagate_forward_time: 36.4167098999, propagate_backward_time: 55.5010948181, weight_update_time: 0.1391565353, other_time: 3.0366783142
epoch time: 8.0579881668s, input_fired_time: 0.1861320138, output_fired_time: 0.0000000000, propagate_forward_time: 7.3111023903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607538223
validation[          , genome  4508] predictions:    9644/  10000 (96.44%), best:    9651/10000 (96.51%), error:      1183.63110, best error:      1134.34570 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 99.2383880615s, input_fired_time: 1.4599289894, output_fired_time: 1.3261557817, propagate_forward_time: 36.8416900635, propagate_backward_time: 56.3673477173, weight_update_time: 0.1377395391, other_time: 3.2432632446
epoch time: 7.9339723587s, input_fired_time: 0.1782340705, output_fired_time: 0.0000000000, propagate_forward_time: 7.2232036591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325345993
validation[          , genome  4508] predictions:    9634/  10000 (96.34%), best:    9651/10000 (96.51%), error:      1227.43872, best error:      1134.34570 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 98.6616363525s, input_fired_time: 1.4430425167, output_fired_time: 1.3283141851, propagate_forward_time: 36.7638816833, propagate_backward_time: 55.9778137207, weight_update_time: 0.1375172734, other_time: 3.1485862732
epoch time: 7.9829139709s, input_fired_time: 0.1811607629, output_fired_time: 0.0000000000, propagate_forward_time: 7.2651762962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365767479
validation[          , genome  4508] predictions:    9596/  10000 (95.96%), best:    9651/10000 (96.51%), error:      1344.62366, best error:      1134.34570 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 97.7605514526s, input_fired_time: 1.4360535145, output_fired_time: 1.3006323576, propagate_forward_time: 36.3864479065, propagate_backward_time: 55.5553359985, weight_update_time: 0.1364913285, other_time: 3.0820884705
epoch time: 8.2425889969s, input_fired_time: 0.1891223937, output_fired_time: 0.0000000000, propagate_forward_time: 7.4796624184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738043785
validation[          , genome  4508] predictions:    9604/  10000 (96.04%), best:    9651/10000 (96.51%), error:      1315.39417, best error:      1134.34570 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.6474304199s, input_fired_time: 1.4529724121, output_fired_time: 1.3157832623, propagate_forward_time: 36.6860237122, propagate_backward_time: 56.1239662170, weight_update_time: 0.1357838809, other_time: 3.0686874390
epoch time: 7.9229049683s, input_fired_time: 0.1791595072, output_fired_time: 0.0000000000, propagate_forward_time: 7.2085366249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352087021
validation[          , genome  4508] predictions:    9637/  10000 (96.37%), best:    9651/10000 (96.51%), error:      1199.33398, best error:      1134.34570 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.5893249512s, input_fired_time: 1.4644023180, output_fired_time: 1.3178752661, propagate_forward_time: 36.7832145691, propagate_backward_time: 55.8531761169, weight_update_time: 0.1368028820, other_time: 3.1706542969
epoch time: 7.9495329857s, input_fired_time: 0.1826298982, output_fired_time: 0.0000000000, propagate_forward_time: 7.2347455025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321574211
validation[          , genome  4508] predictions:    9612/  10000 (96.12%), best:    9651/10000 (96.51%), error:      1312.43469, best error:      1134.34570 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.2612686157s, input_fired_time: 1.4487102032, output_fired_time: 1.2964597940, propagate_forward_time: 36.5532989502, propagate_backward_time: 55.8414459229, weight_update_time: 0.1370644867, other_time: 3.1213531494
epoch time: 8.0522871017s, input_fired_time: 0.1850352734, output_fired_time: 0.0000000000, propagate_forward_time: 7.3081126213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591392517
validation[          , genome  4508] predictions:    9548/  10000 (95.48%), best:    9651/10000 (96.51%), error:      1512.37769, best error:      1134.34570 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 97.7843856812s, input_fired_time: 1.4285426140, output_fired_time: 1.2914841175, propagate_forward_time: 36.4324874878, propagate_backward_time: 55.5085716248, weight_update_time: 0.1356922090, other_time: 3.1233024597
epoch time: 8.0248012543s, input_fired_time: 0.1817488521, output_fired_time: 0.0000000000, propagate_forward_time: 7.2897090912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533432961
validation[          , genome  4508] predictions:    9588/  10000 (95.88%), best:    9651/10000 (96.51%), error:      1315.32861, best error:      1134.34570 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 97.9695892334s, input_fired_time: 1.4408683777, output_fired_time: 1.3029671907, propagate_forward_time: 36.4558448792, propagate_backward_time: 55.6486816406, weight_update_time: 0.1364535987, other_time: 3.1212196350
epoch time: 8.0022668839s, input_fired_time: 0.1803547889, output_fired_time: 0.0000000000, propagate_forward_time: 7.2814731598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404391289
validation[          , genome  4508] predictions:    9634/  10000 (96.34%), best:    9651/10000 (96.51%), error:      1171.79785, best error:      1134.34570 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.5254898071s, input_fired_time: 1.4451916218, output_fired_time: 1.3147439957, propagate_forward_time: 36.7178077698, propagate_backward_time: 56.0106163025, weight_update_time: 0.1412164867, other_time: 3.0371322632
epoch time: 8.1504220963s, input_fired_time: 0.1870910525, output_fired_time: 0.0000000000, propagate_forward_time: 7.4065203667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568108559
validation[          , genome  4508] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1113.89270, best error:      1113.89270 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.6959228516s, input_fired_time: 1.4713999033, output_fired_time: 1.3390659094, propagate_forward_time: 37.1288185120, propagate_backward_time: 56.4658050537, weight_update_time: 0.1367270499, other_time: 3.2908363342
epoch time: 8.0954132080s, input_fired_time: 0.1906446218, output_fired_time: 0.0000000000, propagate_forward_time: 7.3483762741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563921928
validation[          , genome  4508] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1075.49915, best error:      1075.49915 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 97.8524169922s, input_fired_time: 1.4356627464, output_fired_time: 1.3070379496, propagate_forward_time: 36.5295944214, propagate_backward_time: 55.4958114624, weight_update_time: 0.1359476447, other_time: 3.0843124390
epoch time: 8.0991554260s, input_fired_time: 0.1827742904, output_fired_time: 0.0000000000, propagate_forward_time: 7.3696246147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467567444
validation[          , genome  4508] predictions:    9660/  10000 (96.60%), best:    9692/10000 (96.92%), error:      1203.93628, best error:      1075.49915 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 97.9184188843s, input_fired_time: 1.4399394989, output_fired_time: 1.3017234802, propagate_forward_time: 36.4502410889, propagate_backward_time: 55.6193809509, weight_update_time: 0.1370265186, other_time: 3.1071357727
epoch time: 8.1825475693s, input_fired_time: 0.1851655841, output_fired_time: 0.0000000000, propagate_forward_time: 7.4366769791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607051849
validation[          , genome  4508] predictions:    9657/  10000 (96.57%), best:    9692/10000 (96.92%), error:      1193.01392, best error:      1075.49915 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 97.5939865112s, input_fired_time: 1.4398196936, output_fired_time: 1.3009762764, propagate_forward_time: 36.4086647034, propagate_backward_time: 55.3591766357, weight_update_time: 0.1356682330, other_time: 3.0853462219
epoch time: 8.2216005325s, input_fired_time: 0.1937554926, output_fired_time: 0.0000000000, propagate_forward_time: 7.4650330544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628123283
validation[          , genome  4508] predictions:    9650/  10000 (96.50%), best:    9692/10000 (96.92%), error:      1156.47815, best error:      1075.49915 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 98.6442184448s, input_fired_time: 1.4443627596, output_fired_time: 1.3099832535, propagate_forward_time: 36.7434806824, propagate_backward_time: 56.0260162354, weight_update_time: 0.1428935081, other_time: 3.1203727722
epoch time: 8.1064968109s, input_fired_time: 0.1820976138, output_fired_time: 0.0000000000, propagate_forward_time: 7.3632416725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611577034
validation[          , genome  4508] predictions:    9664/  10000 (96.64%), best:    9692/10000 (96.92%), error:      1112.70520, best error:      1075.49915 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 97.6149902344s, input_fired_time: 1.4308375120, output_fired_time: 1.2941267490, propagate_forward_time: 36.4158935547, propagate_backward_time: 55.4222373962, weight_update_time: 0.1350614429, other_time: 3.0518913269
epoch time: 8.4056806564s, input_fired_time: 0.1872234792, output_fired_time: 0.0000000000, propagate_forward_time: 7.6251010895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933561325
validation[          , genome  4508] predictions:    9641/  10000 (96.41%), best:    9692/10000 (96.92%), error:      1201.69971, best error:      1075.49915 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 98.9032287598s, input_fired_time: 1.4755709171, output_fired_time: 1.3076124191, propagate_forward_time: 36.8739242554, propagate_backward_time: 56.0755920410, weight_update_time: 0.1375036091, other_time: 3.1705322266
epoch time: 7.9911251068s, input_fired_time: 0.1832153201, output_fired_time: 0.0000000000, propagate_forward_time: 7.2676753998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402345657
validation[          , genome  4508] predictions:    9647/  10000 (96.47%), best:    9692/10000 (96.92%), error:      1159.34814, best error:      1075.49915 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.9569244385s, input_fired_time: 1.4380782843, output_fired_time: 1.3178784847, propagate_forward_time: 36.5442771912, propagate_backward_time: 55.5897026062, weight_update_time: 0.1370595843, other_time: 3.0669860840
epoch time: 7.9017033577s, input_fired_time: 0.1818352938, output_fired_time: 0.0000000000, propagate_forward_time: 7.1893653870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305027962
validation[          , genome  4508] predictions:    9665/  10000 (96.65%), best:    9692/10000 (96.92%), error:      1157.40979, best error:      1075.49915 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.0999984741s, input_fired_time: 1.4556608200, output_fired_time: 1.3157020807, propagate_forward_time: 36.5073242188, propagate_backward_time: 55.6979331970, weight_update_time: 0.1374361962, other_time: 3.1233787537
epoch time: 8.1130800247s, input_fired_time: 0.1903196573, output_fired_time: 0.0000000000, propagate_forward_time: 7.3567051888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660552979
validation[          , genome  4508] predictions:    9629/  10000 (96.29%), best:    9692/10000 (96.92%), error:      1184.04333, best error:      1075.49915 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 97.6581192017s, input_fired_time: 1.4347833395, output_fired_time: 1.3099323511, propagate_forward_time: 36.3882598877, propagate_backward_time: 55.4649810791, weight_update_time: 0.1373398751, other_time: 3.0601654053
epoch time: 8.2143630981s, input_fired_time: 0.1967980117, output_fired_time: 0.0000000000, propagate_forward_time: 7.4440937042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734710693
validation[          , genome  4508] predictions:    9637/  10000 (96.37%), best:    9692/10000 (96.92%), error:      1175.18909, best error:      1075.49915 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.7426986694s, input_fired_time: 1.4719953537, output_fired_time: 1.3217059374, propagate_forward_time: 36.7327995300, propagate_backward_time: 56.0029563904, weight_update_time: 0.1372734159, other_time: 3.2132415771
epoch time: 8.1122627258s, input_fired_time: 0.1867799759, output_fired_time: 0.0000000000, propagate_forward_time: 7.3782796860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472030640
validation[          , genome  4508] predictions:    9673/  10000 (96.73%), best:    9692/10000 (96.92%), error:      1121.52051, best error:      1075.49915 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.2370529175s, input_fired_time: 1.4701162577, output_fired_time: 1.3207052946, propagate_forward_time: 36.9009742737, propagate_backward_time: 56.2925529480, weight_update_time: 0.1465875804, other_time: 3.2527084351
epoch time: 8.0326948166s, input_fired_time: 0.1797489822, output_fired_time: 0.0000000000, propagate_forward_time: 7.3171072006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358386040
validation[          , genome  4508] predictions:    9588/  10000 (95.88%), best:    9692/10000 (96.92%), error:      1390.89136, best error:      1075.49915 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.8440017700s, input_fired_time: 1.4440786839, output_fired_time: 1.2988224030, propagate_forward_time: 36.4603767395, propagate_backward_time: 55.5702514648, weight_update_time: 0.1401391774, other_time: 3.0704765320
epoch time: 7.8971261978s, input_fired_time: 0.1898010820, output_fired_time: 0.0000000000, propagate_forward_time: 7.1479039192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594210625
validation[          , genome  4508] predictions:    9651/  10000 (96.51%), best:    9692/10000 (96.92%), error:      1191.28186, best error:      1075.49915 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.4090423584s, input_fired_time: 1.4551447630, output_fired_time: 1.3128854036, propagate_forward_time: 36.6968917847, propagate_backward_time: 55.9067001343, weight_update_time: 0.1362263709, other_time: 3.0374145508
epoch time: 8.2983961105s, input_fired_time: 0.2164116651, output_fired_time: 0.0000000000, propagate_forward_time: 7.5013985634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805859566
validation[          , genome  4508] predictions:    9671/  10000 (96.71%), best:    9692/10000 (96.92%), error:      1122.94458, best error:      1075.49915 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 98.7291412354s, input_fired_time: 1.4956604242, output_fired_time: 1.3196785450, propagate_forward_time: 36.7227363586, propagate_backward_time: 55.9765396118, weight_update_time: 0.1428239048, other_time: 3.2145271301
epoch time: 8.1815223694s, input_fired_time: 0.1936290413, output_fired_time: 0.0000000000, propagate_forward_time: 7.4030051231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848879814
validation[          , genome  4508] predictions:    9657/  10000 (96.57%), best:    9692/10000 (96.92%), error:      1129.19214, best error:      1075.49915 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 98.5592117310s, input_fired_time: 1.4702888727, output_fired_time: 1.3026137352, propagate_forward_time: 36.6443557739, propagate_backward_time: 55.9142303467, weight_update_time: 0.1375613213, other_time: 3.2277221680
epoch time: 8.3182401657s, input_fired_time: 0.1872982234, output_fired_time: 0.0000000000, propagate_forward_time: 7.5583863258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725560188
validation[          , genome  4508] predictions:    9666/  10000 (96.66%), best:    9692/10000 (96.92%), error:      1158.07227, best error:      1075.49915 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 97.6447677612s, input_fired_time: 1.4377222061, output_fired_time: 1.2920647860, propagate_forward_time: 36.3476257324, propagate_backward_time: 55.4761466980, weight_update_time: 0.1408527046, other_time: 3.0912055969
epoch time: 8.0925788879s, input_fired_time: 0.1857995242, output_fired_time: 0.0000000000, propagate_forward_time: 7.3541135788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526657104
validation[          , genome  4508] predictions:    9663/  10000 (96.63%), best:    9692/10000 (96.92%), error:      1149.46851, best error:      1075.49915 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.6413421631s, input_fired_time: 1.4985860586, output_fired_time: 1.3237981796, propagate_forward_time: 37.0448760986, propagate_backward_time: 56.5063476563, weight_update_time: 0.1384787261, other_time: 3.2677307129
epoch time: 8.0321273804s, input_fired_time: 0.1828129888, output_fired_time: 0.0000000000, propagate_forward_time: 7.3064846992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428295135
validation[          , genome  4508] predictions:    9661/  10000 (96.61%), best:    9692/10000 (96.92%), error:      1127.97986, best error:      1075.49915 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 97.3018951416s, input_fired_time: 1.4317390919, output_fired_time: 1.3088597059, propagate_forward_time: 36.2434349060, propagate_backward_time: 55.3235206604, weight_update_time: 0.1354765594, other_time: 2.9943389893
epoch time: 8.1197147369s, input_fired_time: 0.1934892833, output_fired_time: 0.0000000000, propagate_forward_time: 7.3612227440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650029182
validation[          , genome  4508] predictions:    9575/  10000 (95.75%), best:    9692/10000 (96.92%), error:      1359.62805, best error:      1075.49915 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 98.1509628296s, input_fired_time: 1.4532289505, output_fired_time: 1.3136932850, propagate_forward_time: 36.4459381104, propagate_backward_time: 55.8632278442, weight_update_time: 0.1359728575, other_time: 3.0748748779
epoch time: 8.0153179169s, input_fired_time: 0.1841871142, output_fired_time: 0.0000000000, propagate_forward_time: 7.2937502861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373806953
validation[          , genome  4508] predictions:    9603/  10000 (96.03%), best:    9692/10000 (96.92%), error:      1262.89771, best error:      1075.49915 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.4622573853s, input_fired_time: 1.4637579918, output_fired_time: 1.3046439886, propagate_forward_time: 36.7217445374, propagate_backward_time: 55.8305168152, weight_update_time: 0.1368322521, other_time: 3.1415939331
epoch time: 7.8876752853s, input_fired_time: 0.1821912676, output_fired_time: 0.0000000000, propagate_forward_time: 7.1745662689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309176445
validation[          , genome  4508] predictions:    9649/  10000 (96.49%), best:    9692/10000 (96.92%), error:      1154.47961, best error:      1075.49915 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 97.6550521851s, input_fired_time: 1.4405851364, output_fired_time: 1.3004883528, propagate_forward_time: 36.3001594543, propagate_backward_time: 55.5830078125, weight_update_time: 0.1357951164, other_time: 3.0308113098
epoch time: 8.0942687988s, input_fired_time: 0.1859268844, output_fired_time: 0.0000000000, propagate_forward_time: 7.3579010963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5504407883
validation[          , genome  4508] predictions:    9627/  10000 (96.27%), best:    9692/10000 (96.92%), error:      1261.88855, best error:      1075.49915 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 98.8593368530s, input_fired_time: 1.4586405754, output_fired_time: 1.3076550961, propagate_forward_time: 36.8721694946, propagate_backward_time: 56.0791511536, weight_update_time: 0.1359290034, other_time: 3.1417198181
epoch time: 7.9507493973s, input_fired_time: 0.1859141141, output_fired_time: 0.0000000000, propagate_forward_time: 7.2331056595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317296982
validation[          , genome  4508] predictions:    9668/  10000 (96.68%), best:    9692/10000 (96.92%), error:      1119.54431, best error:      1075.49915 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 97.8627471924s, input_fired_time: 1.4519187212, output_fired_time: 1.3086001873, propagate_forward_time: 36.5063285828, propagate_backward_time: 55.5244369507, weight_update_time: 0.1359099001, other_time: 3.0714607239
epoch time: 8.0476875305s, input_fired_time: 0.1854382306, output_fired_time: 0.0000000000, propagate_forward_time: 7.3190875053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431618690
validation[          , genome  4508] predictions:    9660/  10000 (96.60%), best:    9692/10000 (96.92%), error:      1127.39050, best error:      1075.49915 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 98.7640151978s, input_fired_time: 1.4775962830, output_fired_time: 1.3067942858, propagate_forward_time: 36.8105010986, propagate_backward_time: 55.9917411804, weight_update_time: 0.1379924119, other_time: 3.1773872375
epoch time: 8.1289424896s, input_fired_time: 0.1876011640, output_fired_time: 0.0000000000, propagate_forward_time: 7.3716654778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696759224
validation[          , genome  4508] predictions:    9647/  10000 (96.47%), best:    9692/10000 (96.92%), error:      1243.54077, best error:      1075.49915 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.5059509277s, input_fired_time: 1.4306564331, output_fired_time: 1.2991887331, propagate_forward_time: 36.3818244934, propagate_backward_time: 55.3929595947, weight_update_time: 0.1351081431, other_time: 3.0013237000
epoch time: 7.9623079300s, input_fired_time: 0.1849101931, output_fired_time: 0.0000000000, propagate_forward_time: 7.2321424484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452551842
validation[          , genome  4508] predictions:    9654/  10000 (96.54%), best:    9692/10000 (96.92%), error:      1161.87183, best error:      1075.49915 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 97.9971237183s, input_fired_time: 1.4572229385, output_fired_time: 1.3048325777, propagate_forward_time: 36.4791336060, propagate_backward_time: 55.6574440002, weight_update_time: 0.1360824257, other_time: 3.0984916687
epoch time: 8.1145973206s, input_fired_time: 0.1913879812, output_fired_time: 0.0000000000, propagate_forward_time: 7.3599576950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632514954
validation[          , genome  4508] predictions:    9673/  10000 (96.73%), best:    9692/10000 (96.92%), error:      1123.78650, best error:      1075.49915 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.0471572876s, input_fired_time: 1.4365359545, output_fired_time: 1.3079867363, propagate_forward_time: 36.5726776123, propagate_backward_time: 55.6910285950, weight_update_time: 0.1361296922, other_time: 3.0389289856
epoch time: 8.0201759338s, input_fired_time: 0.1836865991, output_fired_time: 0.0000000000, propagate_forward_time: 7.2760553360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5604338646
validation[          , genome  4508] predictions:    9665/  10000 (96.65%), best:    9692/10000 (96.92%), error:      1093.07739, best error:      1075.49915 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.7600631714s, input_fired_time: 1.4943155050, output_fired_time: 1.3242933750, propagate_forward_time: 36.9359397888, propagate_backward_time: 56.8045463562, weight_update_time: 0.1371586174, other_time: 3.2009658813
epoch time: 8.0312719345s, input_fired_time: 0.1854558736, output_fired_time: 0.0000000000, propagate_forward_time: 7.3096294403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361866951
validation[          , genome  4508] predictions:    9662/  10000 (96.62%), best:    9692/10000 (96.92%), error:      1139.02478, best error:      1075.49915 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.4371337891s, input_fired_time: 1.4917557240, output_fired_time: 1.3364598751, propagate_forward_time: 37.0384826660, propagate_backward_time: 56.3527450562, weight_update_time: 0.1376980096, other_time: 3.2176971436
epoch time: 7.9561161995s, input_fired_time: 0.1855927706, output_fired_time: 0.0000000000, propagate_forward_time: 7.2087831497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617403984
validation[          , genome  4508] predictions:    9666/  10000 (96.66%), best:    9692/10000 (96.92%), error:      1105.41333, best error:      1075.49915 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.2366714478s, input_fired_time: 1.4584702253, output_fired_time: 1.3076499701, propagate_forward_time: 36.5564270020, propagate_backward_time: 55.8532638550, weight_update_time: 0.1372279972, other_time: 3.0608596802
epoch time: 8.0547351837s, input_fired_time: 0.1873974353, output_fired_time: 0.0000000000, propagate_forward_time: 7.3281192780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392184258
validation[          , genome  4508] predictions:    9648/  10000 (96.48%), best:    9692/10000 (96.92%), error:      1161.91626, best error:      1075.49915 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 98.2513580322s, input_fired_time: 1.4835522175, output_fired_time: 1.3018445969, propagate_forward_time: 36.4980049133, propagate_backward_time: 55.7641639709, weight_update_time: 0.1380292177, other_time: 3.2037963867
epoch time: 7.9274926186s, input_fired_time: 0.1896201074, output_fired_time: 0.0000000000, propagate_forward_time: 7.1912102699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466623306
validation[          , genome  4508] predictions:    9655/  10000 (96.55%), best:    9692/10000 (96.92%), error:      1156.06482, best error:      1075.49915 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.1033782959s, input_fired_time: 1.4479316473, output_fired_time: 1.3141168356, propagate_forward_time: 36.5974884033, propagate_backward_time: 55.6509208679, weight_update_time: 0.1361092031, other_time: 3.0929222107
epoch time: 7.9662818909s, input_fired_time: 0.1817372888, output_fired_time: 0.0000000000, propagate_forward_time: 7.2481656075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363788605
validation[          , genome  4508] predictions:    9644/  10000 (96.44%), best:    9692/10000 (96.92%), error:      1220.72449, best error:      1075.49915 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.1085205078s, input_fired_time: 1.5029510260, output_fired_time: 1.3390181065, propagate_forward_time: 36.8557434082, propagate_backward_time: 56.1724395752, weight_update_time: 0.1385270208, other_time: 3.2383651733
epoch time: 8.2444028854s, input_fired_time: 0.1895037442, output_fired_time: 0.0000000000, propagate_forward_time: 7.4772439003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5776553154
validation[          , genome  4508] predictions:    9639/  10000 (96.39%), best:    9692/10000 (96.92%), error:      1182.83252, best error:      1075.49915 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 99.0848388672s, input_fired_time: 1.4800128937, output_fired_time: 1.3120477200, propagate_forward_time: 36.9327087402, propagate_backward_time: 56.1435585022, weight_update_time: 0.1428623050, other_time: 3.2165107727
epoch time: 8.0175781250s, input_fired_time: 0.1850398630, output_fired_time: 0.0000000000, propagate_forward_time: 7.2881102562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444278717
validation[          , genome  4508] predictions:    9615/  10000 (96.15%), best:    9692/10000 (96.92%), error:      1325.03296, best error:      1075.49915 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.0931243896s, input_fired_time: 1.4925223589, output_fired_time: 1.3233771324, propagate_forward_time: 36.8333778381, propagate_backward_time: 56.2291564941, weight_update_time: 0.1432178766, other_time: 3.2146873474
epoch time: 8.1985874176s, input_fired_time: 0.1869776100, output_fired_time: 0.0000000000, propagate_forward_time: 7.4474825859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5641274452
validation[          , genome  4508] predictions:    9583/  10000 (95.83%), best:    9692/10000 (96.92%), error:      1324.26917, best error:      1075.49915 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 98.4354705811s, input_fired_time: 1.4727779627, output_fired_time: 1.3141689301, propagate_forward_time: 36.7077560425, propagate_backward_time: 55.7797660828, weight_update_time: 0.1382843256, other_time: 3.1609992981
epoch time: 8.0143594742s, input_fired_time: 0.1906354874, output_fired_time: 0.0000000000, propagate_forward_time: 7.2803888321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433349609
validation[          , genome  4508] predictions:    9645/  10000 (96.45%), best:    9692/10000 (96.92%), error:      1193.43604, best error:      1075.49915 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.7281036377s, input_fired_time: 1.4471746683, output_fired_time: 1.2858917713, propagate_forward_time: 36.4304428101, propagate_backward_time: 55.4394912720, weight_update_time: 0.1358888000, other_time: 3.1251068115
epoch time: 7.9809722900s, input_fired_time: 0.1858976781, output_fired_time: 0.0000000000, propagate_forward_time: 7.2562808990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387935638
validation[          , genome  4508] predictions:    9616/  10000 (96.16%), best:    9692/10000 (96.92%), error:      1295.18738, best error:      1075.49915 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 98.3488464355s, input_fired_time: 1.4485971928, output_fired_time: 1.3068569899, propagate_forward_time: 36.6424484253, propagate_backward_time: 55.8245277405, weight_update_time: 0.1377316117, other_time: 3.1264152527
epoch time: 7.7840485573s, input_fired_time: 0.1835888326, output_fired_time: 0.0000000000, propagate_forward_time: 7.0598511696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406084061
validation[          , genome  4508] predictions:    9669/  10000 (96.69%), best:    9692/10000 (96.92%), error:      1101.60437, best error:      1075.49915 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 99.8418273926s, input_fired_time: 1.4952793121, output_fired_time: 1.3349655867, propagate_forward_time: 37.1363334656, propagate_backward_time: 56.6096839905, weight_update_time: 0.1370541453, other_time: 3.2655639648
epoch time: 8.4073505402s, input_fired_time: 0.2010450214, output_fired_time: 0.0000000000, propagate_forward_time: 7.6493430138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569624901
validation[          , genome  4508] predictions:    9633/  10000 (96.33%), best:    9692/10000 (96.92%), error:      1184.68921, best error:      1075.49915 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.6823272705s, input_fired_time: 1.4380890131, output_fired_time: 1.3065541983, propagate_forward_time: 36.4565963745, propagate_backward_time: 55.4615898132, weight_update_time: 0.1355293393, other_time: 3.0194969177
epoch time: 7.9847297668s, input_fired_time: 0.1848453134, output_fired_time: 0.0000000000, propagate_forward_time: 7.2662563324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336279869
validation[          , genome  4508] predictions:    9652/  10000 (96.52%), best:    9692/10000 (96.92%), error:      1185.80139, best error:      1075.49915 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 97.4478683472s, input_fired_time: 1.4469639063, output_fired_time: 1.3037410975, propagate_forward_time: 36.3340873718, propagate_backward_time: 55.3420791626, weight_update_time: 0.1355347931, other_time: 3.0209999084
epoch time: 8.3170204163s, input_fired_time: 0.2009790689, output_fired_time: 0.0000000000, propagate_forward_time: 7.5345473289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814938545
validation[          , genome  4508] predictions:    9679/  10000 (96.79%), best:    9692/10000 (96.92%), error:      1084.31067, best error:      1075.49915 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 99.5465393066s, input_fired_time: 1.4998515844, output_fired_time: 1.3413052559, propagate_forward_time: 37.1338844299, propagate_backward_time: 56.3526802063, weight_update_time: 0.1424300075, other_time: 3.2188110352
epoch time: 7.9798655510s, input_fired_time: 0.1838099957, output_fired_time: 0.0000000000, propagate_forward_time: 7.2457880974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502676964
validation[          , genome  4508] predictions:    9637/  10000 (96.37%), best:    9692/10000 (96.92%), error:      1153.91699, best error:      1075.49915 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.3387985229s, input_fired_time: 1.4591615200, output_fired_time: 1.3090726137, propagate_forward_time: 36.6089210510, propagate_backward_time: 55.8172416687, weight_update_time: 0.1380046606, other_time: 3.1444015503
epoch time: 8.0760555267s, input_fired_time: 0.1898734868, output_fired_time: 0.0000000000, propagate_forward_time: 7.3367843628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493974686
validation[          , genome  4508] predictions:    9679/  10000 (96.79%), best:    9692/10000 (96.92%), error:      1087.49231, best error:      1075.49915 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 99.8439941406s, input_fired_time: 1.5222048759, output_fired_time: 1.3488255739, propagate_forward_time: 37.1372718811, propagate_backward_time: 56.5597305298, weight_update_time: 0.1395039707, other_time: 3.2759666443
epoch time: 8.1258687973s, input_fired_time: 0.1807663888, output_fired_time: 0.0000000000, propagate_forward_time: 7.3823237419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627784729
validation[          , genome  4508] predictions:    9653/  10000 (96.53%), best:    9692/10000 (96.92%), error:      1209.23792, best error:      1075.49915 on epoch:    56, 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: 41.0999145508s, input_fired_time: 0.9482263923, output_fired_time: 0.0000000000, propagate_forward_time: 37.1787528992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9729347229
best training[          , genome  4508] predictions:   49164/  50000 (98.33%), best:    9692/10000 (96.92%), error:      3072.70801, best error:      1075.49915 on epoch:    56, 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: 8.1069536209s, input_fired_time: 0.1852015853, output_fired_time: 0.0000000000, propagate_forward_time: 7.3682804108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534715652
   testing[          , genome  4508] predictions:    9715/  10000 (97.15%), best:    9692/10000 (96.92%), error:       941.36029, best error:      1075.49915 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:07:46 (1772): called boinc_finish(0)

</stderr_txt>
]]>