Nameexact_genome_1512568488_45_3627_0
Workunit2589394
Created7 Dec 2017, 5:49:13 UTC
Sent7 Dec 2017, 5:50:43 UTC
Report deadline10 Dec 2017, 14:43:30 UTC
Received7 Dec 2017, 7:44:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 53 min 18 sec
CPU time1 hours 50 min 14 sec
Validate stateValid
Credit842.50
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.88 MB
Peak swap size156.64 MB
Peak disk usage1.45 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1079173982, output_fired_time: 0.0000000000, propagate_forward_time: 4.0074682236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049338341
validation[          , genome  3627] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1524.05115, best error:      1524.05115 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.0412559509s, input_fired_time: 0.8910238743, output_fired_time: 0.9314655066, propagate_forward_time: 22.6471443176, propagate_backward_time: 32.8445358276, weight_update_time: 0.1426326483, other_time: 2.7270851135
epoch time: 5.2739691734s, input_fired_time: 0.1141437739, output_fired_time: 0.0000000000, propagate_forward_time: 4.6669645309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928607941
validation[          , genome  3627] predictions:    9534/  10000 (95.34%), best:    9537/10000 (95.37%), error:      1583.92456, best error:      1524.05115 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.2244415283s, input_fired_time: 0.8914783597, output_fired_time: 0.9320402145, propagate_forward_time: 22.7870674133, propagate_backward_time: 32.8872833252, weight_update_time: 0.1420550942, other_time: 2.7265701294
epoch time: 5.1502928734s, input_fired_time: 0.1104819477, output_fired_time: 0.0000000000, propagate_forward_time: 4.5557985306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840126038
validation[          , genome  3627] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1505.57886, best error:      1505.57886 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.4304580688s, input_fired_time: 0.8932607174, output_fired_time: 0.9311969280, propagate_forward_time: 22.9421119690, propagate_backward_time: 32.9140892029, weight_update_time: 0.1417914331, other_time: 2.7497978210
epoch time: 5.2613320351s, input_fired_time: 0.1129435450, output_fired_time: 0.0000000000, propagate_forward_time: 4.6614913940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868969917
validation[          , genome  3627] predictions:    9476/  10000 (94.76%), best:    9554/10000 (95.54%), error:      1700.31714, best error:      1505.57886 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.2567024231s, input_fired_time: 0.8860762715, output_fired_time: 0.9211683273, propagate_forward_time: 22.4157123566, propagate_backward_time: 32.3007659912, weight_update_time: 0.1385187358, other_time: 2.7329788208
epoch time: 5.3471589088s, input_fired_time: 0.1149252504, output_fired_time: 0.0000000000, propagate_forward_time: 4.7326569557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995765686
validation[          , genome  3627] predictions:    9527/  10000 (95.27%), best:    9554/10000 (95.54%), error:      1552.03308, best error:      1505.57886 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.5711555481s, input_fired_time: 0.8817846775, output_fired_time: 0.9040800333, propagate_forward_time: 22.1904182434, propagate_backward_time: 31.8699684143, weight_update_time: 0.1391464174, other_time: 2.7249031067
epoch time: 5.1853351593s, input_fired_time: 0.1117130294, output_fired_time: 0.0000000000, propagate_forward_time: 4.6030192375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706029892
validation[          , genome  3627] predictions:    9519/  10000 (95.19%), best:    9554/10000 (95.54%), error:      1607.43616, best error:      1505.57886 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.1762619019s, input_fired_time: 0.9051728249, output_fired_time: 0.9398329854, propagate_forward_time: 23.2039413452, propagate_backward_time: 33.3626861572, weight_update_time: 0.1430304497, other_time: 2.7646255493
epoch time: 5.1979537010s, input_fired_time: 0.1132756174, output_fired_time: 0.0000000000, propagate_forward_time: 4.5968079567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878702164
validation[          , genome  3627] predictions:    9525/  10000 (95.25%), best:    9554/10000 (95.54%), error:      1564.05029, best error:      1505.57886 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 60.2503776550s, input_fired_time: 0.8908981681, output_fired_time: 0.9248223305, propagate_forward_time: 22.8734340668, propagate_backward_time: 32.8770332336, weight_update_time: 0.1406130046, other_time: 2.6841850281
epoch time: 5.2054624557s, input_fired_time: 0.1130158380, output_fired_time: 0.0000000000, propagate_forward_time: 4.6048026085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876441956
validation[          , genome  3627] predictions:    9509/  10000 (95.09%), best:    9554/10000 (95.54%), error:      1565.93176, best error:      1505.57886 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 60.5350494385s, input_fired_time: 0.8963141441, output_fired_time: 0.9352183938, propagate_forward_time: 22.9942092896, propagate_backward_time: 33.0322380066, weight_update_time: 0.1399618387, other_time: 2.6770706177
epoch time: 5.2029886246s, input_fired_time: 0.1113943234, output_fired_time: 0.0000000000, propagate_forward_time: 4.6071696281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844245911
validation[          , genome  3627] predictions:    9529/  10000 (95.29%), best:    9554/10000 (95.54%), error:      1538.03748, best error:      1505.57886 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 59.5265159607s, input_fired_time: 0.8907259703, output_fired_time: 0.9246110916, propagate_forward_time: 22.5268135071, propagate_backward_time: 32.4924736023, weight_update_time: 0.1402210146, other_time: 2.6918945313
epoch time: 5.0742292404s, input_fired_time: 0.1133478954, output_fired_time: 0.0000000000, propagate_forward_time: 4.4658284187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950528145
validation[          , genome  3627] predictions:    9551/  10000 (95.51%), best:    9554/10000 (95.54%), error:      1520.81372, best error:      1505.57886 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 60.6972923279s, input_fired_time: 0.9039565325, output_fired_time: 0.9363030195, propagate_forward_time: 23.0333976746, propagate_backward_time: 33.1038284302, weight_update_time: 0.1432338357, other_time: 2.7198066711
epoch time: 5.1713390350s, input_fired_time: 0.1136184335, output_fired_time: 0.0000000000, propagate_forward_time: 4.5685958862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891247749
validation[          , genome  3627] predictions:    9532/  10000 (95.32%), best:    9532/10000 (95.32%), error:      1504.73499, best error:      1504.73499 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 60.0783119202s, input_fired_time: 0.8956404924, output_fired_time: 0.9272462726, propagate_forward_time: 22.8609466553, propagate_backward_time: 32.7180519104, weight_update_time: 0.1407298595, other_time: 2.6764259338
epoch time: 5.1365594864s, input_fired_time: 0.1127654389, output_fired_time: 0.0000000000, propagate_forward_time: 4.5277442932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960498810
validation[          , genome  3627] predictions:    9451/  10000 (94.51%), best:    9532/10000 (95.32%), error:      1830.39258, best error:      1504.73499 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.8374748230s, input_fired_time: 0.9038858414, output_fired_time: 0.9289922118, propagate_forward_time: 22.5893249512, propagate_backward_time: 32.5945701599, weight_update_time: 0.1419569105, other_time: 2.8207015991
epoch time: 5.2046980858s, input_fired_time: 0.1116335467, output_fired_time: 0.0000000000, propagate_forward_time: 4.6219649315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710993767
validation[          , genome  3627] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1495.71008, best error:      1495.71008 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 60.3380012512s, input_fired_time: 0.9032264948, output_fired_time: 0.9277675748, propagate_forward_time: 22.8905658722, propagate_backward_time: 32.8859558105, weight_update_time: 0.1404701918, other_time: 2.7304840088
epoch time: 5.2052159309s, input_fired_time: 0.1110908389, output_fired_time: 0.0000000000, propagate_forward_time: 4.6259002686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682250023
validation[          , genome  3627] predictions:    9552/  10000 (95.52%), best:    9537/10000 (95.37%), error:      1516.83777, best error:      1495.71008 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.1732330322s, input_fired_time: 0.8851264715, output_fired_time: 0.9217676520, propagate_forward_time: 22.4062137604, propagate_backward_time: 32.2962799072, weight_update_time: 0.1390533745, other_time: 2.6638412476
epoch time: 5.2414813042s, input_fired_time: 0.1137474030, output_fired_time: 0.0000000000, propagate_forward_time: 4.6396255493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881081581
validation[          , genome  3627] predictions:    9493/  10000 (94.93%), best:    9537/10000 (95.37%), error:      1651.22156, best error:      1495.71008 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.3479995728s, input_fired_time: 0.8874343038, output_fired_time: 0.9192727804, propagate_forward_time: 22.4112224579, propagate_backward_time: 32.4102287292, weight_update_time: 0.1390321106, other_time: 2.7198371887
epoch time: 5.0749778748s, input_fired_time: 0.1117183268, output_fired_time: 0.0000000000, propagate_forward_time: 4.4723014832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909582138
validation[          , genome  3627] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1433.80530, best error:      1433.80530 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 60.1505126953s, input_fired_time: 0.8944905400, output_fired_time: 0.9281969070, propagate_forward_time: 22.8369464874, propagate_backward_time: 32.7598762512, weight_update_time: 0.1418479383, other_time: 2.7310066223
epoch time: 5.1925325394s, input_fired_time: 0.1153068691, output_fired_time: 0.0000000000, propagate_forward_time: 4.6061239243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711017609
validation[          , genome  3627] predictions:    9525/  10000 (95.25%), best:    9566/10000 (95.66%), error:      1550.39490, best error:      1433.80530 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 60.1362304688s, input_fired_time: 0.8986808062, output_fired_time: 0.9272525907, propagate_forward_time: 22.8028221130, propagate_backward_time: 32.7726974487, weight_update_time: 0.1397627145, other_time: 2.7347755432
epoch time: 5.2413048744s, input_fired_time: 0.1137683466, output_fired_time: 0.0000000000, propagate_forward_time: 4.6455831528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819531441
validation[          , genome  3627] predictions:    9533/  10000 (95.33%), best:    9566/10000 (95.66%), error:      1522.53723, best error:      1433.80530 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.0598335266s, input_fired_time: 0.8910826445, output_fired_time: 0.9104223251, propagate_forward_time: 22.4034652710, propagate_backward_time: 32.1829948425, weight_update_time: 0.1374368519, other_time: 2.6718673706
epoch time: 5.1730093956s, input_fired_time: 0.1151935533, output_fired_time: 0.0000000000, propagate_forward_time: 4.5630221367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947938919
validation[          , genome  3627] predictions:    9550/  10000 (95.50%), best:    9566/10000 (95.66%), error:      1438.22888, best error:      1433.80530 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 60.3963623047s, input_fired_time: 0.8986213803, output_fired_time: 0.9305918217, propagate_forward_time: 22.9133033752, propagate_backward_time: 32.9429588318, weight_update_time: 0.1420564502, other_time: 2.7108879089
epoch time: 5.5097312927s, input_fired_time: 0.1216604188, output_fired_time: 0.0000000000, propagate_forward_time: 4.8680500984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200209618
validation[          , genome  3627] predictions:    9555/  10000 (95.55%), best:    9566/10000 (95.66%), error:      1498.98083, best error:      1433.80530 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.1316871643s, input_fired_time: 0.9044815302, output_fired_time: 0.9251270294, propagate_forward_time: 22.8561515808, propagate_backward_time: 32.7358474731, weight_update_time: 0.1412271261, other_time: 2.7100791931
epoch time: 4.9276137352s, input_fired_time: 0.1106127873, output_fired_time: 0.0000000000, propagate_forward_time: 4.3340148926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829859734
validation[          , genome  3627] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1401.82739, best error:      1401.82739 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 60.7707099915s, input_fired_time: 0.9129362106, output_fired_time: 0.9324606657, propagate_forward_time: 23.0563888550, propagate_backward_time: 33.0856933594, weight_update_time: 0.1424577683, other_time: 2.7832298279
epoch time: 5.1744203568s, input_fired_time: 0.1130975112, output_fired_time: 0.0000000000, propagate_forward_time: 4.5776715279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836511612
validation[          , genome  3627] predictions:    9546/  10000 (95.46%), best:    9573/10000 (95.73%), error:      1486.54480, best error:      1401.82739 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 60.3264007568s, input_fired_time: 0.9057862163, output_fired_time: 0.9263806343, propagate_forward_time: 22.9279785156, propagate_backward_time: 32.8343505859, weight_update_time: 0.1430473775, other_time: 2.7319068909
epoch time: 5.1282620430s, input_fired_time: 0.1099348441, output_fired_time: 0.0000000000, propagate_forward_time: 4.5405735970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777536392
validation[          , genome  3627] predictions:    9514/  10000 (95.14%), best:    9573/10000 (95.73%), error:      1654.51245, best error:      1401.82739 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.4616355896s, input_fired_time: 0.8846440911, output_fired_time: 0.9072687030, propagate_forward_time: 21.9504394531, propagate_backward_time: 31.9887962341, weight_update_time: 0.1390928477, other_time: 2.7304878235
epoch time: 4.9509844780s, input_fired_time: 0.1085145622, output_fired_time: 0.0000000000, propagate_forward_time: 4.3838920593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585776329
validation[          , genome  3627] predictions:    9541/  10000 (95.41%), best:    9573/10000 (95.73%), error:      1496.86536, best error:      1401.82739 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.0218200684s, input_fired_time: 0.9099219441, output_fired_time: 0.9347914457, propagate_forward_time: 23.1348018646, propagate_backward_time: 33.2701148987, weight_update_time: 0.1437851489, other_time: 2.7721900940
epoch time: 5.2106895447s, input_fired_time: 0.1153157800, output_fired_time: 0.0000000000, propagate_forward_time: 4.6080465317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873270988
validation[          , genome  3627] predictions:    9493/  10000 (94.93%), best:    9573/10000 (95.73%), error:      1534.46179, best error:      1401.82739 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 60.2513885498s, input_fired_time: 0.9016914964, output_fired_time: 0.9265867472, propagate_forward_time: 22.8979625702, propagate_backward_time: 32.8276138306, weight_update_time: 0.1400505900, other_time: 2.6975326538
epoch time: 5.2033014297s, input_fired_time: 0.1139745861, output_fired_time: 0.0000000000, propagate_forward_time: 4.6028223038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865045547
validation[          , genome  3627] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1375.31360, best error:      1375.31360 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.2339973450s, input_fired_time: 0.9104200006, output_fired_time: 0.9364247918, propagate_forward_time: 23.1923618317, propagate_backward_time: 33.4779014587, weight_update_time: 0.1435230821, other_time: 2.7168922424
epoch time: 5.2325105667s, input_fired_time: 0.1132457256, output_fired_time: 0.0000000000, propagate_forward_time: 4.6496787071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695858955
validation[          , genome  3627] predictions:    9522/  10000 (95.22%), best:    9594/10000 (95.94%), error:      1589.43372, best error:      1375.31360 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 60.0218200684s, input_fired_time: 0.8985528350, output_fired_time: 0.9258623719, propagate_forward_time: 22.7052974701, propagate_backward_time: 32.7819976807, weight_update_time: 0.1399992853, other_time: 2.7101135254
epoch time: 5.5868706703s, input_fired_time: 0.1216421574, output_fired_time: 0.0000000000, propagate_forward_time: 4.9468808174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183477402
validation[          , genome  3627] predictions:    9581/  10000 (95.81%), best:    9594/10000 (95.94%), error:      1431.85974, best error:      1375.31360 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.5231971741s, input_fired_time: 0.9050427079, output_fired_time: 0.9292816520, propagate_forward_time: 22.9710483551, propagate_backward_time: 33.0239448547, weight_update_time: 0.1406740695, other_time: 2.6938743591
epoch time: 5.2221298218s, input_fired_time: 0.1129743904, output_fired_time: 0.0000000000, propagate_forward_time: 4.6219167709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872388840
validation[          , genome  3627] predictions:    9550/  10000 (95.50%), best:    9594/10000 (95.94%), error:      1502.78235, best error:      1375.31360 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.9174385071s, input_fired_time: 0.8922463655, output_fired_time: 0.9245415926, propagate_forward_time: 22.6938610077, propagate_backward_time: 32.7394180298, weight_update_time: 0.1407200098, other_time: 2.6673736572
epoch time: 5.3586025238s, input_fired_time: 0.1189440414, output_fired_time: 0.0000000000, propagate_forward_time: 4.7343339920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053243637
validation[          , genome  3627] predictions:    9567/  10000 (95.67%), best:    9594/10000 (95.94%), error:      1428.71179, best error:      1375.31360 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 60.0281219482s, input_fired_time: 0.8918666244, output_fired_time: 0.9282881618, propagate_forward_time: 22.6720581055, propagate_backward_time: 32.7947082520, weight_update_time: 0.1421996504, other_time: 2.7412033081
epoch time: 4.6273412704s, input_fired_time: 0.1078857034, output_fired_time: 0.0000000000, propagate_forward_time: 4.0102019310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092535019
validation[          , genome  3627] predictions:    9548/  10000 (95.48%), best:    9594/10000 (95.94%), error:      1444.64832, best error:      1375.31360 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.0092010498s, input_fired_time: 0.8991750479, output_fired_time: 0.9301207066, propagate_forward_time: 22.7551383972, propagate_backward_time: 32.7176361084, weight_update_time: 0.1401537657, other_time: 2.7071304321
epoch time: 4.8052301407s, input_fired_time: 0.1061030924, output_fired_time: 0.0000000000, propagate_forward_time: 4.2482738495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508533478
validation[          , genome  3627] predictions:    9585/  10000 (95.85%), best:    9594/10000 (95.94%), error:      1405.78784, best error:      1375.31360 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.3060340881s, input_fired_time: 0.9051626325, output_fired_time: 0.9313627481, propagate_forward_time: 22.9199752808, propagate_backward_time: 32.8699378967, weight_update_time: 0.1406906247, other_time: 2.6795959473
epoch time: 5.1218223572s, input_fired_time: 0.1115791574, output_fired_time: 0.0000000000, propagate_forward_time: 4.5416197777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686236382
validation[          , genome  3627] predictions:    9553/  10000 (95.53%), best:    9594/10000 (95.94%), error:      1479.43726, best error:      1375.31360 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 59.9699096680s, input_fired_time: 0.9043093324, output_fired_time: 0.9288139939, propagate_forward_time: 22.7005462646, propagate_backward_time: 32.6846847534, weight_update_time: 0.1402081251, other_time: 2.7515563965
epoch time: 5.2410197258s, input_fired_time: 0.1128525063, output_fired_time: 0.0000000000, propagate_forward_time: 4.6602411270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679260254
validation[          , genome  3627] predictions:    9558/  10000 (95.58%), best:    9594/10000 (95.94%), error:      1419.39905, best error:      1375.31360 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 58.4979705811s, input_fired_time: 0.8846330643, output_fired_time: 0.9265339375, propagate_forward_time: 21.9029178619, propagate_backward_time: 32.0270004272, weight_update_time: 0.1400059462, other_time: 2.7568893433
epoch time: 5.1638064384s, input_fired_time: 0.1169525236, output_fired_time: 0.0000000000, propagate_forward_time: 4.5623598099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844942093
validation[          , genome  3627] predictions:    9526/  10000 (95.26%), best:    9594/10000 (95.94%), error:      1553.10645, best error:      1375.31360 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.5708465576s, input_fired_time: 0.8967275023, output_fired_time: 0.9316291213, propagate_forward_time: 22.9479084015, propagate_backward_time: 33.0159454346, weight_update_time: 0.1428830028, other_time: 2.7786331177
epoch time: 5.4142842293s, input_fired_time: 0.1171203107, output_fired_time: 0.0000000000, propagate_forward_time: 4.7900662422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070977211
validation[          , genome  3627] predictions:    9575/  10000 (95.75%), best:    9594/10000 (95.94%), error:      1383.12842, best error:      1375.31360 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.8715286255s, input_fired_time: 0.8999366164, output_fired_time: 0.9220815301, propagate_forward_time: 22.7756919861, propagate_backward_time: 32.5579833984, weight_update_time: 0.1414717287, other_time: 2.7158355713
epoch time: 5.1623072624s, input_fired_time: 0.1114880666, output_fired_time: 0.0000000000, propagate_forward_time: 4.5729436874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778757095
validation[          , genome  3627] predictions:    9512/  10000 (95.12%), best:    9594/10000 (95.94%), error:      1583.33643, best error:      1375.31360 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 60.8663482666s, input_fired_time: 0.9123847485, output_fired_time: 0.9332689047, propagate_forward_time: 23.1177749634, propagate_backward_time: 33.1573867798, weight_update_time: 0.1418341696, other_time: 2.7455329895
epoch time: 5.1840229034s, input_fired_time: 0.1143745035, output_fired_time: 0.0000000000, propagate_forward_time: 4.5831594467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864888191
validation[          , genome  3627] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1373.82617, best error:      1373.82617 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.0263900757s, input_fired_time: 0.9082303643, output_fired_time: 0.9344421029, propagate_forward_time: 23.1884536743, propagate_backward_time: 33.2140655518, weight_update_time: 0.1433870792, other_time: 2.7812004089
epoch time: 5.1171650887s, input_fired_time: 0.1072947308, output_fired_time: 0.0000000000, propagate_forward_time: 4.5419049263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679656029
validation[          , genome  3627] predictions:    9485/  10000 (94.85%), best:    9573/10000 (95.73%), error:      1748.07031, best error:      1373.82617 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 60.5186538696s, input_fired_time: 0.9005977511, output_fired_time: 0.9283643365, propagate_forward_time: 23.0226554871, propagate_backward_time: 32.9685058594, weight_update_time: 0.1401860267, other_time: 2.6985321045
epoch time: 5.1175184250s, input_fired_time: 0.1108485013, output_fired_time: 0.0000000000, propagate_forward_time: 4.5287399292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779300690
validation[          , genome  3627] predictions:    9560/  10000 (95.60%), best:    9573/10000 (95.73%), error:      1424.82678, best error:      1373.82617 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.0955314636s, input_fired_time: 0.8959156275, output_fired_time: 0.9258041382, propagate_forward_time: 22.7752494812, propagate_backward_time: 32.8592414856, weight_update_time: 0.1391717941, other_time: 2.6393203735
epoch time: 5.1185836792s, input_fired_time: 0.1124882847, output_fired_time: 0.0000000000, propagate_forward_time: 4.5310931206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750022888
validation[          , genome  3627] predictions:    9579/  10000 (95.79%), best:    9573/10000 (95.73%), error:      1413.03430, best error:      1373.82617 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.1912193298s, input_fired_time: 0.8942498565, output_fired_time: 0.9207075834, propagate_forward_time: 22.4017143250, propagate_backward_time: 32.2087326050, weight_update_time: 0.1407798678, other_time: 2.7658157349
epoch time: 5.1231532097s, input_fired_time: 0.1090033203, output_fired_time: 0.0000000000, propagate_forward_time: 4.5468206406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673290253
validation[          , genome  3627] predictions:    9574/  10000 (95.74%), best:    9573/10000 (95.73%), error:      1400.15735, best error:      1373.82617 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 59.6600608826s, input_fired_time: 0.8912321329, output_fired_time: 0.9237264395, propagate_forward_time: 22.5344009399, propagate_backward_time: 32.5534706116, weight_update_time: 0.1416874826, other_time: 2.7572326660
epoch time: 5.1642823219s, input_fired_time: 0.1121204942, output_fired_time: 0.0000000000, propagate_forward_time: 4.5873632431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647984505
validation[          , genome  3627] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1371.79224, best error:      1371.79224 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.0281028748s, input_fired_time: 0.9077585936, output_fired_time: 0.9214748144, propagate_forward_time: 22.7438259125, propagate_backward_time: 32.7114868164, weight_update_time: 0.1410807818, other_time: 2.7435607910
epoch time: 5.1762313843s, input_fired_time: 0.1130903959, output_fired_time: 0.0000000000, propagate_forward_time: 4.5898046494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733362198
validation[          , genome  3627] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1349.17249, best error:      1349.17249 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 60.6147918701s, input_fired_time: 0.9053059816, output_fired_time: 0.9309608340, propagate_forward_time: 23.0382194519, propagate_backward_time: 33.0912017822, weight_update_time: 0.1394011229, other_time: 2.6491012573
epoch time: 5.3293995857s, input_fired_time: 0.1228057072, output_fired_time: 0.0000000000, propagate_forward_time: 4.6979241371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086698532
validation[          , genome  3627] predictions:    9548/  10000 (95.48%), best:    9589/10000 (95.89%), error:      1490.57288, best error:      1349.17249 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 58.6596183777s, input_fired_time: 0.9097591639, output_fired_time: 0.9203633070, propagate_forward_time: 21.8920211792, propagate_backward_time: 32.1234626770, weight_update_time: 0.1423791796, other_time: 2.8140106201
epoch time: 5.3454003334s, input_fired_time: 0.1229093075, output_fired_time: 0.0000000000, propagate_forward_time: 4.7236881256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988031387
validation[          , genome  3627] predictions:    9580/  10000 (95.80%), best:    9589/10000 (95.89%), error:      1414.91602, best error:      1349.17249 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 60.6958732605s, input_fired_time: 0.9120112062, output_fired_time: 0.9361676574, propagate_forward_time: 23.0151767731, propagate_backward_time: 33.0990753174, weight_update_time: 0.1428250819, other_time: 2.7334442139
epoch time: 5.2930870056s, input_fired_time: 0.1163552850, output_fired_time: 0.0000000000, propagate_forward_time: 4.6774082184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993233681
validation[          , genome  3627] predictions:    9586/  10000 (95.86%), best:    9589/10000 (95.89%), error:      1360.17163, best error:      1349.17249 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.4518508911s, input_fired_time: 0.9060528874, output_fired_time: 0.9279994369, propagate_forward_time: 22.9312210083, propagate_backward_time: 32.9824295044, weight_update_time: 0.1412419230, other_time: 2.7041511536
epoch time: 5.1615881920s, input_fired_time: 0.1143468097, output_fired_time: 0.0000000000, propagate_forward_time: 4.5653481483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818930626
validation[          , genome  3627] predictions:    9554/  10000 (95.54%), best:    9589/10000 (95.89%), error:      1446.62695, best error:      1349.17249 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.1849708557s, input_fired_time: 0.9112263322, output_fired_time: 0.9332016706, propagate_forward_time: 22.7634105682, propagate_backward_time: 32.8456039429, weight_update_time: 0.1399465948, other_time: 2.7315292358
epoch time: 5.0887517929s, input_fired_time: 0.1166842654, output_fired_time: 0.0000000000, propagate_forward_time: 4.4985599518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735074043
validation[          , genome  3627] predictions:    9577/  10000 (95.77%), best:    9589/10000 (95.89%), error:      1420.23291, best error:      1349.17249 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 60.4399452209s, input_fired_time: 0.9174546003, output_fired_time: 0.9285562634, propagate_forward_time: 22.8476562500, propagate_backward_time: 32.9555854797, weight_update_time: 0.1436320096, other_time: 2.7906951904
epoch time: 5.3118071556s, input_fired_time: 0.1183660552, output_fired_time: 0.0000000000, propagate_forward_time: 4.7044577599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889831543
validation[          , genome  3627] predictions:    9564/  10000 (95.64%), best:    9589/10000 (95.89%), error:      1421.46460, best error:      1349.17249 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 59.5163269043s, input_fired_time: 0.8942683339, output_fired_time: 0.9278044701, propagate_forward_time: 22.3870258331, propagate_backward_time: 32.6290512085, weight_update_time: 0.1393507421, other_time: 2.6781768799
epoch time: 5.1530947685s, input_fired_time: 0.1150323898, output_fired_time: 0.0000000000, propagate_forward_time: 4.5667347908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713277817
validation[          , genome  3627] predictions:    9571/  10000 (95.71%), best:    9589/10000 (95.89%), error:      1413.36035, best error:      1349.17249 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.7823791504s, input_fired_time: 0.9149608016, output_fired_time: 0.9352479577, propagate_forward_time: 23.0163249969, propagate_backward_time: 33.1284599304, weight_update_time: 0.1444109231, other_time: 2.7873878479
epoch time: 5.1634178162s, input_fired_time: 0.1140651777, output_fired_time: 0.0000000000, propagate_forward_time: 4.5723118782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770407677
validation[          , genome  3627] predictions:    9526/  10000 (95.26%), best:    9589/10000 (95.89%), error:      1582.07483, best error:      1349.17249 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.0418853760s, input_fired_time: 0.8972023129, output_fired_time: 0.9240098000, propagate_forward_time: 22.8228054047, propagate_backward_time: 32.7580146790, weight_update_time: 0.1393605173, other_time: 2.6398506165
epoch time: 5.2981715202s, input_fired_time: 0.1190270633, output_fired_time: 0.0000000000, propagate_forward_time: 4.6798272133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993171692
validation[          , genome  3627] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1335.59875, best error:      1335.59875 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.4873657227s, input_fired_time: 0.9114304781, output_fired_time: 0.9279959202, propagate_forward_time: 22.9559040070, propagate_backward_time: 32.9677505493, weight_update_time: 0.1420676857, other_time: 2.7242813110
epoch time: 5.1721301079s, input_fired_time: 0.1160821617, output_fired_time: 0.0000000000, propagate_forward_time: 4.5870995522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689483643
validation[          , genome  3627] predictions:    9548/  10000 (95.48%), best:    9599/10000 (95.99%), error:      1458.23865, best error:      1335.59875 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.3022537231s, input_fired_time: 0.9115477204, output_fired_time: 0.9333832264, propagate_forward_time: 22.8052501678, propagate_backward_time: 32.8819580078, weight_update_time: 0.1421792358, other_time: 2.7701110840
epoch time: 5.2530894279s, input_fired_time: 0.1160206124, output_fired_time: 0.0000000000, propagate_forward_time: 4.6472330093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898357391
validation[          , genome  3627] predictions:    9592/  10000 (95.92%), best:    9599/10000 (95.99%), error:      1352.79468, best error:      1335.59875 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.9840507507s, input_fired_time: 0.9105214477, output_fired_time: 0.9399300218, propagate_forward_time: 23.1504554749, propagate_backward_time: 33.2704010010, weight_update_time: 0.1439105719, other_time: 2.7127418518
epoch time: 5.5568356514s, input_fired_time: 0.1230025813, output_fired_time: 0.0000000000, propagate_forward_time: 4.9089198112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249133110
validation[          , genome  3627] predictions:    9588/  10000 (95.88%), best:    9588/10000 (95.88%), error:      1326.40527, best error:      1326.40527 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.9515533447s, input_fired_time: 0.8958661556, output_fired_time: 0.9230160713, propagate_forward_time: 22.7504615784, propagate_backward_time: 32.7238006592, weight_update_time: 0.1404835433, other_time: 2.6584091187
epoch time: 5.2096819878s, input_fired_time: 0.1134554595, output_fired_time: 0.0000000000, propagate_forward_time: 4.6283330917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678936005
validation[          , genome  3627] predictions:    9586/  10000 (95.86%), best:    9588/10000 (95.88%), error:      1412.67590, best error:      1326.40527 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 59.9471549988s, input_fired_time: 0.9159137011, output_fired_time: 0.9254547954, propagate_forward_time: 22.7459983826, propagate_backward_time: 32.6029396057, weight_update_time: 0.1403693855, other_time: 2.7568511963
epoch time: 4.9257130623s, input_fired_time: 0.1118759364, output_fired_time: 0.0000000000, propagate_forward_time: 4.3259606361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878764153
validation[          , genome  3627] predictions:    9580/  10000 (95.80%), best:    9588/10000 (95.88%), error:      1407.17078, best error:      1326.40527 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 59.8690681458s, input_fired_time: 0.8998171091, output_fired_time: 0.9295966625, propagate_forward_time: 22.7017917633, propagate_backward_time: 32.6288986206, weight_update_time: 0.1408151537, other_time: 2.7089614868
epoch time: 5.5496187210s, input_fired_time: 0.1230083406, output_fired_time: 0.0000000000, propagate_forward_time: 4.9054145813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211958885
validation[          , genome  3627] predictions:    9568/  10000 (95.68%), best:    9588/10000 (95.88%), error:      1408.78577, best error:      1326.40527 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.8393249512s, input_fired_time: 0.9026572704, output_fired_time: 0.9272074699, propagate_forward_time: 22.5737991333, propagate_backward_time: 32.6775016785, weight_update_time: 0.1420005709, other_time: 2.7581596375
epoch time: 5.1842279434s, input_fired_time: 0.1140111834, output_fired_time: 0.0000000000, propagate_forward_time: 4.5910758972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791407585
validation[          , genome  3627] predictions:    9571/  10000 (95.71%), best:    9588/10000 (95.88%), error:      1352.20508, best error:      1326.40527 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.9235687256s, input_fired_time: 0.9062282443, output_fired_time: 0.9286398888, propagate_forward_time: 22.5788307190, propagate_backward_time: 32.7464790344, weight_update_time: 0.1428544670, other_time: 2.7633934021
epoch time: 5.1412973404s, input_fired_time: 0.1158701405, output_fired_time: 0.0000000000, propagate_forward_time: 4.5476374626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777898788
validation[          , genome  3627] predictions:    9527/  10000 (95.27%), best:    9588/10000 (95.88%), error:      1576.67505, best error:      1326.40527 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 60.6430969238s, input_fired_time: 0.9066707492, output_fired_time: 0.9360576868, propagate_forward_time: 22.9907646179, propagate_backward_time: 33.1283798218, weight_update_time: 0.1404237151, other_time: 2.6812248230
epoch time: 5.4940929413s, input_fired_time: 0.1250315458, output_fired_time: 0.0000000000, propagate_forward_time: 4.8591184616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099430084
validation[          , genome  3627] predictions:    9544/  10000 (95.44%), best:    9588/10000 (95.88%), error:      1453.22290, best error:      1326.40527 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 60.0465164185s, input_fired_time: 0.9081033468, output_fired_time: 0.9332402349, propagate_forward_time: 22.5856666565, propagate_backward_time: 32.8788948059, weight_update_time: 0.1423884481, other_time: 2.7406120300
epoch time: 5.0090312958s, input_fired_time: 0.1109975353, output_fired_time: 0.0000000000, propagate_forward_time: 4.4196929932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783406258
validation[          , genome  3627] predictions:    9580/  10000 (95.80%), best:    9588/10000 (95.88%), error:      1384.63013, best error:      1326.40527 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.9557342529s, input_fired_time: 0.9040797353, output_fired_time: 0.9333931208, propagate_forward_time: 23.1426010132, propagate_backward_time: 33.2409973145, weight_update_time: 0.1429915577, other_time: 2.7346649170
epoch time: 5.1493539810s, input_fired_time: 0.1127846390, output_fired_time: 0.0000000000, propagate_forward_time: 4.5513501167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852190018
validation[          , genome  3627] predictions:    9538/  10000 (95.38%), best:    9588/10000 (95.88%), error:      1565.11353, best error:      1326.40527 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.0835037231s, input_fired_time: 0.9135696888, output_fired_time: 0.9477491975, propagate_forward_time: 23.1486225128, propagate_backward_time: 33.2996788025, weight_update_time: 0.1431013644, other_time: 2.7738838196
epoch time: 4.7126870155s, input_fired_time: 0.1113876030, output_fired_time: 0.0000000000, propagate_forward_time: 4.1006989479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006003380
validation[          , genome  3627] predictions:    9585/  10000 (95.85%), best:    9588/10000 (95.88%), error:      1377.17102, best error:      1326.40527 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 60.0950775146s, input_fired_time: 0.8987468481, output_fired_time: 0.9291445017, propagate_forward_time: 22.7183437347, propagate_backward_time: 32.8672714233, weight_update_time: 0.1386499703, other_time: 2.6815719604
epoch time: 5.2211341858s, input_fired_time: 0.1134572774, output_fired_time: 0.0000000000, propagate_forward_time: 4.6187229156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889540672
validation[          , genome  3627] predictions:    9574/  10000 (95.74%), best:    9588/10000 (95.88%), error:      1470.09460, best error:      1326.40527 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.0833168030s, input_fired_time: 0.9128044844, output_fired_time: 0.9364381433, propagate_forward_time: 23.1760940552, propagate_backward_time: 33.3368644714, weight_update_time: 0.1435980648, other_time: 2.7211151123
epoch time: 5.1989316940s, input_fired_time: 0.1146378368, output_fired_time: 0.0000000000, propagate_forward_time: 4.5969324112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873614311
validation[          , genome  3627] predictions:    9567/  10000 (95.67%), best:    9588/10000 (95.88%), error:      1457.44629, best error:      1326.40527 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.2987632751s, input_fired_time: 0.8947467804, output_fired_time: 0.9203321934, propagate_forward_time: 21.8250560760, propagate_backward_time: 31.9076976776, weight_update_time: 0.1382530630, other_time: 2.7509250641
epoch time: 4.6123619080s, input_fired_time: 0.1125935763, output_fired_time: 0.0000000000, propagate_forward_time: 3.9739480019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258202553
validation[          , genome  3627] predictions:    9577/  10000 (95.77%), best:    9588/10000 (95.88%), error:      1380.50867, best error:      1326.40527 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 59.5941848755s, input_fired_time: 0.9033928514, output_fired_time: 0.9185394049, propagate_forward_time: 22.5604839325, propagate_backward_time: 32.4410552979, weight_update_time: 0.1409277916, other_time: 2.7707138062
epoch time: 5.2208886147s, input_fired_time: 0.1140937284, output_fired_time: 0.0000000000, propagate_forward_time: 4.6364622116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703326225
validation[          , genome  3627] predictions:    9570/  10000 (95.70%), best:    9588/10000 (95.88%), error:      1398.83606, best error:      1326.40527 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 60.8804435730s, input_fired_time: 0.9190677404, output_fired_time: 0.9418438077, propagate_forward_time: 23.0404415131, propagate_backward_time: 33.1946144104, weight_update_time: 0.1424380243, other_time: 2.7844734192
epoch time: 5.1520686150s, input_fired_time: 0.1141490787, output_fired_time: 0.0000000000, propagate_forward_time: 4.5566606522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812588692
validation[          , genome  3627] predictions:    9568/  10000 (95.68%), best:    9588/10000 (95.88%), error:      1395.66248, best error:      1326.40527 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.7116050720s, input_fired_time: 0.9110057950, output_fired_time: 0.9295856953, propagate_forward_time: 23.0864486694, propagate_backward_time: 33.0506591797, weight_update_time: 0.1431830525, other_time: 2.7339057922
epoch time: 5.2326807976s, input_fired_time: 0.1112755761, output_fired_time: 0.0000000000, propagate_forward_time: 4.6498126984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715924263
validation[          , genome  3627] predictions:    9584/  10000 (95.84%), best:    9588/10000 (95.88%), error:      1378.06909, best error:      1326.40527 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 59.1398506165s, input_fired_time: 0.8920222521, output_fired_time: 0.9271047711, propagate_forward_time: 22.3278312683, propagate_backward_time: 32.3135948181, weight_update_time: 0.1392242908, other_time: 2.6792984009
epoch time: 5.3292794228s, input_fired_time: 0.1189623997, output_fired_time: 0.0000000000, propagate_forward_time: 4.7062201500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040969849
validation[          , genome  3627] predictions:    9578/  10000 (95.78%), best:    9588/10000 (95.88%), error:      1377.61145, best error:      1326.40527 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.2980880737s, input_fired_time: 0.9117546082, output_fired_time: 0.9272230268, propagate_forward_time: 22.8593368530, propagate_backward_time: 32.9057388306, weight_update_time: 0.1395426840, other_time: 2.6940345764
epoch time: 5.1519517899s, input_fired_time: 0.1143490300, output_fired_time: 0.0000000000, propagate_forward_time: 4.5479021072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897007942
validation[          , genome  3627] predictions:    9572/  10000 (95.72%), best:    9588/10000 (95.88%), error:      1392.79504, best error:      1326.40527 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.8421211243s, input_fired_time: 0.9043750763, output_fired_time: 0.9261744618, propagate_forward_time: 22.5561199188, propagate_backward_time: 32.6811561584, weight_update_time: 0.1414645314, other_time: 2.7742958069
epoch time: 5.0943098068s, input_fired_time: 0.1110702530, output_fired_time: 0.0000000000, propagate_forward_time: 4.5128302574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704093933
validation[          , genome  3627] predictions:    9581/  10000 (95.81%), best:    9588/10000 (95.88%), error:      1379.02246, best error:      1326.40527 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.6886215210s, input_fired_time: 0.8824790120, output_fired_time: 0.9104002714, propagate_forward_time: 21.5196342468, propagate_backward_time: 31.6560001373, weight_update_time: 0.1364904940, other_time: 2.7201061249
epoch time: 5.2053165436s, input_fired_time: 0.1152368188, output_fired_time: 0.0000000000, propagate_forward_time: 4.6029863358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870934486
validation[          , genome  3627] predictions:    9586/  10000 (95.86%), best:    9588/10000 (95.88%), error:      1352.89026, best error:      1326.40527 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.9469680786s, input_fired_time: 0.8993716836, output_fired_time: 0.9251675010, propagate_forward_time: 22.7654609680, propagate_backward_time: 32.6567192078, weight_update_time: 0.1403589547, other_time: 2.7002487183
epoch time: 5.1682863235s, input_fired_time: 0.1126337871, output_fired_time: 0.0000000000, propagate_forward_time: 4.5889592171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666934013
validation[          , genome  3627] predictions:    9585/  10000 (95.85%), best:    9588/10000 (95.88%), error:      1350.53369, best error:      1326.40527 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.1539535522s, input_fired_time: 0.9028579593, output_fired_time: 0.9294737577, propagate_forward_time: 22.7922515869, propagate_backward_time: 32.7697639465, weight_update_time: 0.1426112801, other_time: 2.7596054077
epoch time: 5.2396101952s, input_fired_time: 0.1137862280, output_fired_time: 0.0000000000, propagate_forward_time: 4.6585011482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673228264
validation[          , genome  3627] predictions:    9577/  10000 (95.77%), best:    9588/10000 (95.88%), error:      1360.94666, best error:      1326.40527 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.1555900574s, input_fired_time: 0.9196540713, output_fired_time: 0.9413164258, propagate_forward_time: 23.2098464966, propagate_backward_time: 33.3271675110, weight_update_time: 0.1434495747, other_time: 2.7576065063
epoch time: 5.2018308640s, input_fired_time: 0.1149770096, output_fired_time: 0.0000000000, propagate_forward_time: 4.6186761856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681777954
validation[          , genome  3627] predictions:    9582/  10000 (95.82%), best:    9588/10000 (95.88%), error:      1382.58264, best error:      1326.40527 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.7627563477s, input_fired_time: 0.9065837860, output_fired_time: 0.9199332595, propagate_forward_time: 22.6821537018, propagate_backward_time: 32.4922294617, weight_update_time: 0.1414342821, other_time: 2.7618522644
epoch time: 5.1125330925s, input_fired_time: 0.1118558347, output_fired_time: 0.0000000000, propagate_forward_time: 4.5343461037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663310051
validation[          , genome  3627] predictions:    9575/  10000 (95.75%), best:    9588/10000 (95.88%), error:      1395.90710, best error:      1326.40527 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.5333557129s, input_fired_time: 0.8984398246, output_fired_time: 0.9261488914, propagate_forward_time: 23.0104179382, propagate_backward_time: 33.0705795288, weight_update_time: 0.1394088119, other_time: 2.6277694702
epoch time: 5.1085910797s, input_fired_time: 0.1111644655, output_fired_time: 0.0000000000, propagate_forward_time: 4.5106091499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868173599
validation[          , genome  3627] predictions:    9551/  10000 (95.51%), best:    9588/10000 (95.88%), error:      1488.71997, best error:      1326.40527 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 60.3725013733s, input_fired_time: 0.9094211459, output_fired_time: 0.9272137880, propagate_forward_time: 22.9391803741, propagate_backward_time: 32.8892211914, weight_update_time: 0.1426683664, other_time: 2.7074661255
epoch time: 5.1590089798s, input_fired_time: 0.1177166030, output_fired_time: 0.0000000000, propagate_forward_time: 4.5648326874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764595032
validation[          , genome  3627] predictions:    9601/  10000 (96.01%), best:    9588/10000 (95.88%), error:      1350.29211, best error:      1326.40527 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 60.0960998535s, input_fired_time: 0.9097339511, output_fired_time: 0.9230842590, propagate_forward_time: 22.8629970551, propagate_backward_time: 32.7067298889, weight_update_time: 0.1410557628, other_time: 2.6935539246
epoch time: 5.3023438454s, input_fired_time: 0.1152207702, output_fired_time: 0.0000000000, propagate_forward_time: 4.6945562363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925670624
validation[          , genome  3627] predictions:    9561/  10000 (95.61%), best:    9588/10000 (95.88%), error:      1411.22424, best error:      1326.40527 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.2664337158s, input_fired_time: 0.9111962914, output_fired_time: 0.9285793304, propagate_forward_time: 22.8072853088, propagate_backward_time: 32.8704032898, weight_update_time: 0.1420516074, other_time: 2.7489700317
epoch time: 5.5019731522s, input_fired_time: 0.1241634563, output_fired_time: 0.0000000000, propagate_forward_time: 4.8622517586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155577660
validation[          , genome  3627] predictions:    9561/  10000 (95.61%), best:    9588/10000 (95.88%), error:      1416.30896, best error:      1326.40527 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 59.6196975708s, input_fired_time: 0.9012929797, output_fired_time: 0.9271969199, propagate_forward_time: 22.4447650909, propagate_backward_time: 32.6189002991, weight_update_time: 0.1397452652, other_time: 2.7275428772
epoch time: 5.2758975029s, input_fired_time: 0.1180509180, output_fired_time: 0.0000000000, propagate_forward_time: 4.6694235802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884228706
validation[          , genome  3627] predictions:    9579/  10000 (95.79%), best:    9588/10000 (95.88%), error:      1363.78833, best error:      1326.40527 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 58.8322944641s, input_fired_time: 0.8940537572, output_fired_time: 0.9049886465, propagate_forward_time: 22.3842353821, propagate_backward_time: 31.9964237213, weight_update_time: 0.1401977986, other_time: 2.6525936127
epoch time: 5.4014048576s, input_fired_time: 0.1192877218, output_fired_time: 0.0000000000, propagate_forward_time: 4.7756743431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064430237
validation[          , genome  3627] predictions:    9604/  10000 (96.04%), best:    9588/10000 (95.88%), error:      1367.31787, best error:      1326.40527 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 59.6903953552s, input_fired_time: 0.9028035998, output_fired_time: 0.9251462221, propagate_forward_time: 22.5741252899, propagate_backward_time: 32.6060295105, weight_update_time: 0.1397889704, other_time: 2.6822853088
epoch time: 5.3431110382s, input_fired_time: 0.1194974631, output_fired_time: 0.0000000000, propagate_forward_time: 4.7261323929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974813461
validation[          , genome  3627] predictions:    9565/  10000 (95.65%), best:    9588/10000 (95.88%), error:      1425.22766, best error:      1326.40527 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 58.9245834351s, input_fired_time: 0.8943947554, output_fired_time: 0.9100486636, propagate_forward_time: 22.3332443237, propagate_backward_time: 32.1038284302, weight_update_time: 0.1370324641, other_time: 2.6830673218
epoch time: 5.3773937225s, input_fired_time: 0.1197099164, output_fired_time: 0.0000000000, propagate_forward_time: 4.7585024834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991812706
validation[          , genome  3627] predictions:    9582/  10000 (95.82%), best:    9588/10000 (95.88%), error:      1388.16650, best error:      1326.40527 on epoch:    69, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 25.6852684021s, input_fired_time: 0.5715928078, output_fired_time: 0.0000000000, propagate_forward_time: 22.6243000031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4893760681
best training[          , genome  3627] predictions:   48673/  50000 (97.35%), best:    9588/10000 (95.88%), error:      4740.86084, best error:      1326.40527 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.2145600319s, input_fired_time: 0.1153452247, output_fired_time: 0.0000000000, propagate_forward_time: 4.6087770462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904379845
   testing[          , genome  3627] predictions:    9632/  10000 (96.32%), best:    9588/10000 (95.88%), error:      1207.56458, best error:      1326.40527 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:44:09 (2528): called boinc_finish(0)

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