Nameexact_genome_1512568488_42_7132_1
Workunit2606849
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:02:22 UTC
Report deadline19 Dec 2017, 8:16:26 UTC
Received8 Dec 2017, 12:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 28 min 16 sec
CPU time4 hours 28 min 6 sec
Validate stateValid
Credit2,835.78
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size155.03 MB
Peak swap size156.38 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
71, weight_update_time: 0.1405480355, other_time: 3.0198059082
epoch time: 14.2210254669s, input_fired_time: 0.2172367275, output_fired_time: 0.0000000000, propagate_forward_time: 13.4569921494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467967987
validation[          , genome  7132] predictions:    9718/  10000 (97.18%), best:    9774/10000 (97.74%), error:       952.21155, best error:       741.09949 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 151.6313323975s, input_fired_time: 1.7876538038, output_fired_time: 1.2000631094, propagate_forward_time: 61.1388931274, propagate_backward_time: 84.5086135864, weight_update_time: 0.1405727565, other_time: 2.9961090088
epoch time: 11.3972816467s, input_fired_time: 0.1971402317, output_fired_time: 0.0000000000, propagate_forward_time: 10.6953773499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047636032
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       754.04248, best error:       741.09949 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 137.5376892090s, input_fired_time: 1.7243676186, output_fired_time: 1.1004947424, propagate_forward_time: 54.9785881042, propagate_backward_time: 76.8367996216, weight_update_time: 0.1340982467, other_time: 2.8974380493
epoch time: 13.1720609665s, input_fired_time: 0.2104058564, output_fired_time: 0.0000000000, propagate_forward_time: 12.4168624878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447921753
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9774/10000 (97.74%), error:       778.32068, best error:       741.09949 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.9703063965s, input_fired_time: 1.7259007692, output_fired_time: 1.0949826241, propagate_forward_time: 54.6018371582, propagate_backward_time: 75.6777877808, weight_update_time: 0.1329903752, other_time: 2.8697891235
epoch time: 15.0198249817s, input_fired_time: 0.2309903502, output_fired_time: 0.0000000000, propagate_forward_time: 14.2097597122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790748596
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       770.71869, best error:       741.09949 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 146.3340911865s, input_fired_time: 1.7859057188, output_fired_time: 1.1587433815, propagate_forward_time: 59.1089210510, propagate_backward_time: 81.2739410400, weight_update_time: 0.1409367621, other_time: 3.0065917969
epoch time: 11.5683279037s, input_fired_time: 0.1953943670, output_fired_time: 0.0000000000, propagate_forward_time: 10.8818664551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910669327
validation[          , genome  7132] predictions:    9723/  10000 (97.23%), best:    9774/10000 (97.74%), error:       921.42603, best error:       741.09949 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 138.5819091797s, input_fired_time: 1.7365236282, output_fired_time: 1.1143103838, propagate_forward_time: 55.6957473755, propagate_backward_time: 77.2157211304, weight_update_time: 0.1335396767, other_time: 2.8196105957
epoch time: 13.1582994461s, input_fired_time: 0.2107512951, output_fired_time: 0.0000000000, propagate_forward_time: 12.4206361771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269117355
validation[          , genome  7132] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       740.91571, best error:       740.91571 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 158.6313476562s, input_fired_time: 1.8174695969, output_fired_time: 1.2488390207, propagate_forward_time: 64.0544815063, propagate_backward_time: 88.5723419189, weight_update_time: 0.1424708664, other_time: 2.9382095337
epoch time: 12.1327314377s, input_fired_time: 0.1915718615, output_fired_time: 0.0000000000, propagate_forward_time: 11.4574089050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837503433
validation[          , genome  7132] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       651.46613, best error:       651.46613 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 156.5893554688s, input_fired_time: 1.8201707602, output_fired_time: 1.2243461609, propagate_forward_time: 63.2408828735, propagate_backward_time: 87.3530502319, weight_update_time: 0.1438232958, other_time: 2.9508972168
epoch time: 15.6703853607s, input_fired_time: 0.2275030762, output_fired_time: 0.0000000000, propagate_forward_time: 14.8639364243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789461136
validation[          , genome  7132] predictions:    9728/  10000 (97.28%), best:    9794/10000 (97.94%), error:       887.88409, best error:       651.46613 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 153.6088256836s, input_fired_time: 1.7752351761, output_fired_time: 1.2000222206, propagate_forward_time: 62.2133407593, propagate_backward_time: 85.5468292236, weight_update_time: 0.1370222420, other_time: 2.8733901978
epoch time: 11.8063411713s, input_fired_time: 0.1870892793, output_fired_time: 0.0000000000, propagate_forward_time: 11.1380939484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811582565
validation[          , genome  7132] predictions:    9747/  10000 (97.47%), best:    9794/10000 (97.94%), error:       808.55743, best error:       651.46613 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 145.1039733887s, input_fired_time: 1.7254360914, output_fired_time: 1.1530262232, propagate_forward_time: 58.6928062439, propagate_backward_time: 80.7799835205, weight_update_time: 0.1313946694, other_time: 2.7527160645
epoch time: 12.1778383255s, input_fired_time: 0.1914725751, output_fired_time: 0.0000000000, propagate_forward_time: 11.4894390106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969263077
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       781.71503, best error:       651.46613 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.1795043945s, input_fired_time: 1.7787773609, output_fired_time: 1.1942098141, propagate_forward_time: 61.3689155579, propagate_backward_time: 84.9562149048, weight_update_time: 0.1374834329, other_time: 2.8813858032
epoch time: 12.0326824188s, input_fired_time: 0.1863253713, output_fired_time: 0.0000000000, propagate_forward_time: 11.3724508286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739065170
validation[          , genome  7132] predictions:    9715/  10000 (97.15%), best:    9794/10000 (97.94%), error:       977.00043, best error:       651.46613 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 159.5808715820s, input_fired_time: 1.8613119125, output_fired_time: 1.2424868345, propagate_forward_time: 64.5583953857, propagate_backward_time: 88.8314361572, weight_update_time: 0.1466097087, other_time: 3.0872344971
epoch time: 12.0767679214s, input_fired_time: 0.2008493543, output_fired_time: 0.0000000000, propagate_forward_time: 11.3719406128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039777756
validation[          , genome  7132] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       758.87158, best error:       651.46613 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 138.1700439453s, input_fired_time: 1.7359390259, output_fired_time: 1.1137838364, propagate_forward_time: 55.2259063721, propagate_backward_time: 77.2026214600, weight_update_time: 0.1343612075, other_time: 2.8917999268
epoch time: 12.1417026520s, input_fired_time: 0.2020512968, output_fired_time: 0.0000000000, propagate_forward_time: 11.4371833801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024681091
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       732.38342, best error:       651.46613 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 143.3541107178s, input_fired_time: 1.7729905844, output_fired_time: 1.1479640007, propagate_forward_time: 57.4923171997, propagate_backward_time: 80.0361862183, weight_update_time: 0.1391811222, other_time: 2.9046478271
epoch time: 11.7616825104s, input_fired_time: 0.1994990259, output_fired_time: 0.0000000000, propagate_forward_time: 11.0685291290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936542511
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       781.79547, best error:       651.46613 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 154.7429809570s, input_fired_time: 1.8418124914, output_fired_time: 1.2149186134, propagate_forward_time: 62.3206329346, propagate_backward_time: 86.3516769409, weight_update_time: 0.1440801173, other_time: 3.0139389038
epoch time: 12.4043493271s, input_fired_time: 0.1983460337, output_fired_time: 0.0000000000, propagate_forward_time: 11.7041397095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018634796
validation[          , genome  7132] predictions:    9765/  10000 (97.65%), best:    9794/10000 (97.94%), error:       782.02014, best error:       651.46613 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 151.5080108643s, input_fired_time: 1.7857507467, output_fired_time: 1.1911149025, propagate_forward_time: 61.0593490601, propagate_backward_time: 84.6155548096, weight_update_time: 0.1363664418, other_time: 2.8562393188
epoch time: 12.9792337418s, input_fired_time: 0.2016604692, output_fired_time: 0.0000000000, propagate_forward_time: 12.2620477676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155258179
validation[          , genome  7132] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       727.76929, best error:       651.46613 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 143.1965484619s, input_fired_time: 1.7730389833, output_fired_time: 1.1433057785, propagate_forward_time: 57.4173393250, propagate_backward_time: 79.9709091187, weight_update_time: 0.1390324682, other_time: 2.8919448853
epoch time: 11.4049139023s, input_fired_time: 0.1954685748, output_fired_time: 0.0000000000, propagate_forward_time: 10.7337760925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756689072
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       770.39655, best error:       651.46613 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 167.4337158203s, input_fired_time: 1.9225540161, output_fired_time: 1.3012363911, propagate_forward_time: 67.6105880737, propagate_backward_time: 93.4597320557, weight_update_time: 0.1531603485, other_time: 3.1396102905
epoch time: 14.8638925552s, input_fired_time: 0.2238759100, output_fired_time: 0.0000000000, propagate_forward_time: 14.0859279633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5540885925
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       686.09119, best error:       651.46613 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 158.5195312500s, input_fired_time: 1.8372113705, output_fired_time: 1.2380836010, propagate_forward_time: 63.7929420471, propagate_backward_time: 88.6889419556, weight_update_time: 0.1421003491, other_time: 2.9623641968
epoch time: 12.1264228821s, input_fired_time: 0.1902024299, output_fired_time: 0.0000000000, propagate_forward_time: 11.4248161316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114040375
validation[          , genome  7132] predictions:    9801/  10000 (98.01%), best:    9794/10000 (97.94%), error:       720.95758, best error:       651.46613 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 143.5596160889s, input_fired_time: 1.7601532936, output_fired_time: 1.1390043497, propagate_forward_time: 57.4446334839, propagate_backward_time: 80.3154907227, weight_update_time: 0.1346534938, other_time: 2.9003372192
epoch time: 10.9335708618s, input_fired_time: 0.1928194612, output_fired_time: 0.0000000000, propagate_forward_time: 10.2485790253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921722412
validation[          , genome  7132] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       668.31952, best error:       651.46613 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.1469573975s, input_fired_time: 1.7078776360, output_fired_time: 1.0625190735, propagate_forward_time: 52.4067382812, propagate_backward_time: 74.1644973755, weight_update_time: 0.1297293305, other_time: 2.8053359985
epoch time: 11.3523645401s, input_fired_time: 0.1965119541, output_fired_time: 0.0000000000, propagate_forward_time: 10.6782875061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775648117
validation[          , genome  7132] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       705.57739, best error:       651.46613 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 139.5688629150s, input_fired_time: 1.7507102489, output_fired_time: 1.1234985590, propagate_forward_time: 55.5012969971, propagate_backward_time: 78.2917861938, weight_update_time: 0.1361368150, other_time: 2.9015579224
epoch time: 11.9572219849s, input_fired_time: 0.2036484182, output_fired_time: 0.0000000000, propagate_forward_time: 11.2588758469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946975708
validation[          , genome  7132] predictions:    9795/  10000 (97.95%), best:    9794/10000 (97.94%), error:       698.46161, best error:       651.46613 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 141.9756927490s, input_fired_time: 1.7701805830, output_fired_time: 1.1378115416, propagate_forward_time: 56.3958702087, propagate_backward_time: 79.7630767822, weight_update_time: 0.1383138448, other_time: 2.9087371826
epoch time: 12.6269779205s, input_fired_time: 0.2088688314, output_fired_time: 0.0000000000, propagate_forward_time: 11.9116125107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064964294
validation[          , genome  7132] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       703.00372, best error:       651.46613 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.4485321045s, input_fired_time: 1.8022947311, output_fired_time: 1.1676733494, propagate_forward_time: 58.9713325500, propagate_backward_time: 82.5597000122, weight_update_time: 0.1380866617, other_time: 2.9475326538
epoch time: 11.8048477173s, input_fired_time: 0.1997672766, output_fired_time: 0.0000000000, propagate_forward_time: 11.1241350174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809455872
validation[          , genome  7132] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       703.72839, best error:       651.46613 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.7127075195s, input_fired_time: 1.7972251177, output_fired_time: 1.1723265648, propagate_forward_time: 58.6255989075, propagate_backward_time: 82.2271118164, weight_update_time: 0.1394605339, other_time: 2.8904418945
epoch time: 14.1180057526s, input_fired_time: 0.2220545560, output_fired_time: 0.0000000000, propagate_forward_time: 13.3512153625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447359085
validation[          , genome  7132] predictions:    9730/  10000 (97.30%), best:    9794/10000 (97.94%), error:       888.10321, best error:       651.46613 on epoch:    20, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 152.4995880127s, input_fired_time: 1.8363581896, output_fired_time: 1.2001457214, propagate_forward_time: 61.2309074402, propagate_backward_time: 85.2460556030, weight_update_time: 0.1440395266, other_time: 2.9861068726
epoch time: 13.7049665451s, input_fired_time: 0.2178399861, output_fired_time: 0.0000000000, propagate_forward_time: 12.9482049942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389213562
validation[          , genome  7132] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       658.10693, best error:       651.46613 on epoch:    20, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.7666778564s, input_fired_time: 1.8231549263, output_fired_time: 1.2062855959, propagate_forward_time: 61.4441146851, propagate_backward_time: 86.3499908447, weight_update_time: 0.1411903203, other_time: 2.9431381226
epoch time: 11.2252368927s, input_fired_time: 0.1963183880, output_fired_time: 0.0000000000, propagate_forward_time: 10.5502843857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786338806
validation[          , genome  7132] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       729.34656, best error:       651.46613 on epoch:    20, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 144.7344207764s, input_fired_time: 1.7582200766, output_fired_time: 1.1433998346, propagate_forward_time: 57.5501518250, propagate_backward_time: 81.4410934448, weight_update_time: 0.1328710020, other_time: 2.8415451050
epoch time: 13.1576976776s, input_fired_time: 0.2094295025, output_fired_time: 0.0000000000, propagate_forward_time: 12.4373989105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108690262
validation[          , genome  7132] predictions:    9693/  10000 (96.93%), best:    9794/10000 (97.94%), error:       994.17383, best error:       651.46613 on epoch:    20, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 151.3460540771s, input_fired_time: 1.8284580708, output_fired_time: 1.1892049313, propagate_forward_time: 60.6997795105, propagate_backward_time: 84.6560440063, weight_update_time: 0.1409398913, other_time: 2.9725570679
epoch time: 11.2927379608s, input_fired_time: 0.1976156831, output_fired_time: 0.0000000000, propagate_forward_time: 10.6257047653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694175720
validation[          , genome  7132] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       721.65680, best error:       651.46613 on epoch:    20, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 138.3409576416s, input_fired_time: 1.7468397617, output_fired_time: 1.1096409559, propagate_forward_time: 55.1341857910, propagate_backward_time: 77.5064086914, weight_update_time: 0.1348698288, other_time: 2.8438873291
epoch time: 11.2181949615s, input_fired_time: 0.1960729063, output_fired_time: 0.0000000000, propagate_forward_time: 10.5534868240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686355591
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9794/10000 (97.94%), error:       838.65308, best error:       651.46613 on epoch:    20, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 135.3563537598s, input_fired_time: 1.7292909622, output_fired_time: 1.0834854841, propagate_forward_time: 53.8971862793, propagate_backward_time: 75.8336944580, weight_update_time: 0.1327623725, other_time: 2.8126983643
epoch time: 11.2193031311s, input_fired_time: 0.1921240091, output_fired_time: 0.0000000000, propagate_forward_time: 10.5518798828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752988815
validation[          , genome  7132] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       675.58368, best error:       651.46613 on epoch:    20, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 138.7827911377s, input_fired_time: 1.7519268990, output_fired_time: 1.1234313250, propagate_forward_time: 55.1597290039, propagate_backward_time: 77.9212265015, weight_update_time: 0.1354847997, other_time: 2.8264846802
epoch time: 11.2827358246s, input_fired_time: 0.1966535449, output_fired_time: 0.0000000000, propagate_forward_time: 10.6217412949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643411636
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       717.30414, best error:       651.46613 on epoch:    20, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 147.9035644531s, input_fired_time: 1.8077306747, output_fired_time: 1.1826726198, propagate_forward_time: 58.9850883484, propagate_backward_time: 83.0094223022, weight_update_time: 0.1406584978, other_time: 2.9186477661
epoch time: 11.1436805725s, input_fired_time: 0.1914783865, output_fired_time: 0.0000000000, propagate_forward_time: 10.4782505035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739513397
validation[          , genome  7132] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       773.24408, best error:       651.46613 on epoch:    20, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 146.9160308838s, input_fired_time: 1.7804967165, output_fired_time: 1.1629233360, propagate_forward_time: 58.7718391418, propagate_backward_time: 82.3260192871, weight_update_time: 0.1393053681, other_time: 2.8747558594
epoch time: 11.9988241196s, input_fired_time: 0.1943650842, output_fired_time: 0.0000000000, propagate_forward_time: 11.3251504898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793081284
validation[          , genome  7132] predictions:    9808/  10000 (98.08%), best:    9794/10000 (97.94%), error:       666.82538, best error:       651.46613 on epoch:    20, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 149.2709655762s, input_fired_time: 1.7974028587, output_fired_time: 1.1658116579, propagate_forward_time: 59.7875518799, propagate_backward_time: 83.6040420532, weight_update_time: 0.1410231441, other_time: 2.9161453247
epoch time: 12.4241962433s, input_fired_time: 0.2047412246, output_fired_time: 0.0000000000, propagate_forward_time: 11.7231378555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963169098
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       802.66888, best error:       651.46613 on epoch:    20, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 143.5205383301s, input_fired_time: 1.7695254087, output_fired_time: 1.1353189945, propagate_forward_time: 57.1657676697, propagate_backward_time: 80.5761413574, weight_update_time: 0.1372238547, other_time: 2.8737792969
epoch time: 12.2480077744s, input_fired_time: 0.2014810294, output_fired_time: 0.0000000000, propagate_forward_time: 11.5522174835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943094254
validation[          , genome  7132] predictions:    9753/  10000 (97.53%), best:    9794/10000 (97.94%), error:       817.56641, best error:       651.46613 on epoch:    20, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.4530181885s, input_fired_time: 1.8025817871, output_fired_time: 1.1831516027, propagate_forward_time: 60.0618171692, propagate_backward_time: 84.4869766235, weight_update_time: 0.1409004331, other_time: 2.9184951782
epoch time: 11.9568386078s, input_fired_time: 0.1981864125, output_fired_time: 0.0000000000, propagate_forward_time: 11.2662220001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924297333
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       747.15625, best error:       651.46613 on epoch:    20, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 141.6156005859s, input_fired_time: 1.7702460289, output_fired_time: 1.1251761913, propagate_forward_time: 56.5493659973, propagate_backward_time: 79.2439651489, weight_update_time: 0.1369624138, other_time: 2.9268417358
epoch time: 11.0446443558s, input_fired_time: 0.1947256178, output_fired_time: 0.0000000000, propagate_forward_time: 10.3687467575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811716080
validation[          , genome  7132] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       697.34216, best error:       651.46613 on epoch:    20, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 142.7993927002s, input_fired_time: 1.7799276114, output_fired_time: 1.1292657852, propagate_forward_time: 56.9553794861, propagate_backward_time: 80.0493240356, weight_update_time: 0.1375891417, other_time: 2.8854904175
epoch time: 11.0707912445s, input_fired_time: 0.1967322826, output_fired_time: 0.0000000000, propagate_forward_time: 10.4112358093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628229141
validation[          , genome  7132] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       746.64996, best error:       651.46613 on epoch:    20, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.0034484863s, input_fired_time: 1.7036199570, output_fired_time: 1.0492724180, propagate_forward_time: 52.3774299622, propagate_backward_time: 74.1253967285, weight_update_time: 0.1298701316, other_time: 2.7477416992
epoch time: 10.9571895599s, input_fired_time: 0.1899079531, output_fired_time: 0.0000000000, propagate_forward_time: 10.3030529022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642286301
validation[          , genome  7132] predictions:    9736/  10000 (97.36%), best:    9794/10000 (97.94%), error:       856.76624, best error:       651.46613 on epoch:    20, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 139.5496978760s, input_fired_time: 1.7593280077, output_fired_time: 1.1114234924, propagate_forward_time: 55.6019554138, propagate_backward_time: 78.2895431519, weight_update_time: 0.1347815394, other_time: 2.7874526978
epoch time: 14.4642896652s, input_fired_time: 0.2287884355, output_fired_time: 0.0000000000, propagate_forward_time: 13.6823081970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531930923
validation[          , genome  7132] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       891.28906, best error:       651.46613 on epoch:    20, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.8545074463s, input_fired_time: 1.7867431641, output_fired_time: 1.1466811895, propagate_forward_time: 58.2061767578, propagate_backward_time: 81.8631439209, weight_update_time: 0.1376964897, other_time: 2.8517608643
epoch time: 10.7305383682s, input_fired_time: 0.1873087734, output_fired_time: 0.0000000000, propagate_forward_time: 10.0893230438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539070129
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       758.47772, best error:       651.46613 on epoch:    20, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.9230804443s, input_fired_time: 1.8402539492, output_fired_time: 1.1931741238, propagate_forward_time: 60.9526939392, propagate_backward_time: 85.9727325439, weight_update_time: 0.1431104988, other_time: 2.9642181396
epoch time: 11.4799613953s, input_fired_time: 0.1992845982, output_fired_time: 0.0000000000, propagate_forward_time: 10.8060655594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746112823
validation[          , genome  7132] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       663.69153, best error:       651.46613 on epoch:    20, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 145.4761505127s, input_fired_time: 1.7935711145, output_fired_time: 1.1461807489, propagate_forward_time: 58.1114730835, propagate_backward_time: 81.5364303589, weight_update_time: 0.1397511214, other_time: 2.8885040283
epoch time: 11.7492055893s, input_fired_time: 0.1992912143, output_fired_time: 0.0000000000, propagate_forward_time: 11.0646820068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852323532
validation[          , genome  7132] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       770.14838, best error:       651.46613 on epoch:    20, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 153.6401824951s, input_fired_time: 1.8358541727, output_fired_time: 1.2066636086, propagate_forward_time: 61.3182945251, propagate_backward_time: 86.3497238159, weight_update_time: 0.1420181394, other_time: 2.9296340942
epoch time: 12.7432775497s, input_fired_time: 0.2089554220, output_fired_time: 0.0000000000, propagate_forward_time: 12.0182428360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160789490
validation[          , genome  7132] predictions:    9811/  10000 (98.11%), best:    9794/10000 (97.94%), error:       652.25494, best error:       651.46613 on epoch:    20, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 149.4601745605s, input_fired_time: 1.8148752451, output_fired_time: 1.1767185926, propagate_forward_time: 59.7916297913, propagate_backward_time: 83.7404861450, weight_update_time: 0.1426261365, other_time: 2.9364700317
epoch time: 13.2766256332s, input_fired_time: 0.2181100100, output_fired_time: 0.0000000000, propagate_forward_time: 12.5323247910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261907578
validation[          , genome  7132] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       648.88904, best error:       648.88904 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 145.2482757568s, input_fired_time: 1.8050020933, output_fired_time: 1.1436585188, propagate_forward_time: 57.9493904114, propagate_backward_time: 81.3993530273, weight_update_time: 0.1391670108, other_time: 2.9508666992
epoch time: 11.7858638763s, input_fired_time: 0.2030471116, output_fired_time: 0.0000000000, propagate_forward_time: 11.0950756073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877414703
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9820/10000 (98.20%), error:       703.60962, best error:       648.88904 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.9286804199s, input_fired_time: 1.7259858847, output_fired_time: 1.0666515827, propagate_forward_time: 53.1072959900, propagate_backward_time: 75.2399978638, weight_update_time: 0.1306725293, other_time: 2.7887496948
epoch time: 10.8986911774s, input_fired_time: 0.1941493154, output_fired_time: 0.0000000000, propagate_forward_time: 10.2299633026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745788574
validation[          , genome  7132] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       742.08350, best error:       648.88904 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 140.9796600342s, input_fired_time: 1.7639814615, output_fired_time: 1.1145067215, propagate_forward_time: 55.8879623413, propagate_backward_time: 79.3828964233, weight_update_time: 0.1366106719, other_time: 2.8303222656
epoch time: 12.4955148697s, input_fired_time: 0.2087147385, output_fired_time: 0.0000000000, propagate_forward_time: 11.7893619537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974384308
validation[          , genome  7132] predictions:    9773/  10000 (97.73%), best:    9820/10000 (98.20%), error:       739.34265, best error:       648.88904 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 146.0603027344s, input_fired_time: 1.7930963039, output_fired_time: 1.1419093609, propagate_forward_time: 58.1791534424, propagate_backward_time: 82.0657272339, weight_update_time: 0.1392964572, other_time: 2.8804244995
epoch time: 11.2573270798s, input_fired_time: 0.1972499341, output_fired_time: 0.0000000000, propagate_forward_time: 10.5786657333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814109802
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9820/10000 (98.20%), error:       842.40350, best error:       648.88904 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 157.6215362549s, input_fired_time: 1.8664644957, output_fired_time: 1.2277131081, propagate_forward_time: 63.1317901611, propagate_backward_time: 88.4014205933, weight_update_time: 0.1463690698, other_time: 2.9941482544
epoch time: 11.3962650299s, input_fired_time: 0.1984526068, output_fired_time: 0.0000000000, propagate_forward_time: 10.7233753204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744367599
validation[          , genome  7132] predictions:    9780/  10000 (97.80%), best:    9820/10000 (98.20%), error:       775.04480, best error:       648.88904 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 140.6779174805s, input_fired_time: 1.7528790236, output_fired_time: 1.1081954241, propagate_forward_time: 55.7295532227, propagate_backward_time: 79.2570648193, weight_update_time: 0.1352881640, other_time: 2.8302154541
epoch time: 10.7601881027s, input_fired_time: 0.1928471476, output_fired_time: 0.0000000000, propagate_forward_time: 10.1042518616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630889893
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9820/10000 (98.20%), error:       701.77155, best error:       648.88904 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 166.4906616211s, input_fired_time: 1.9244295359, output_fired_time: 1.2831450701, propagate_forward_time: 66.7926025391, propagate_backward_time: 93.3859939575, weight_update_time: 0.1532985717, other_time: 3.1044998169
epoch time: 14.4633331299s, input_fired_time: 0.2241961211, output_fired_time: 0.0000000000, propagate_forward_time: 13.6930665970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460700989
validation[          , genome  7132] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       747.37579, best error:       648.88904 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 167.2014007568s, input_fired_time: 1.9183402061, output_fired_time: 1.2883026600, propagate_forward_time: 66.9829940796, propagate_backward_time: 93.8757324219, weight_update_time: 0.1512907594, other_time: 3.1360397339
epoch time: 11.3209896088s, input_fired_time: 0.1980857998, output_fired_time: 0.0000000000, propagate_forward_time: 10.6372728348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856309891
validation[          , genome  7132] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       689.39209, best error:       648.88904 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 139.5650634766s, input_fired_time: 1.7685427666, output_fired_time: 1.1044269800, propagate_forward_time: 55.4788093567, propagate_backward_time: 78.3471145630, weight_update_time: 0.1359334439, other_time: 2.8661727905
epoch time: 12.1144838333s, input_fired_time: 0.2074289024, output_fired_time: 0.0000000000, propagate_forward_time: 11.4169254303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901294708
validation[          , genome  7132] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       745.40692, best error:       648.88904 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 138.7502899170s, input_fired_time: 1.7636007071, output_fired_time: 1.1034185886, propagate_forward_time: 55.0884780884, propagate_backward_time: 77.9929122925, weight_update_time: 0.1332409680, other_time: 2.8018798828
epoch time: 11.3613958359s, input_fired_time: 0.1999439299, output_fired_time: 0.0000000000, propagate_forward_time: 10.6885251999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729270935
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9820/10000 (98.20%), error:       779.31030, best error:       648.88904 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.2901000977s, input_fired_time: 1.7492716312, output_fired_time: 1.0834655762, propagate_forward_time: 54.0510101318, propagate_backward_time: 76.6126708984, weight_update_time: 0.1319425255, other_time: 2.7936859131
epoch time: 10.9751615524s, input_fired_time: 0.1974273622, output_fired_time: 0.0000000000, propagate_forward_time: 10.3049135208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728202820
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       876.63513, best error:       648.88904 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.0933380127s, input_fired_time: 1.7508903742, output_fired_time: 1.0887327194, propagate_forward_time: 54.8162231445, propagate_backward_time: 77.6658782959, weight_update_time: 0.1342050284, other_time: 2.7716217041
epoch time: 13.9379148483s, input_fired_time: 0.2232931405, output_fired_time: 0.0000000000, propagate_forward_time: 13.1716461182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429754257
validation[          , genome  7132] predictions:    9788/  10000 (97.88%), best:    9820/10000 (98.20%), error:       727.47107, best error:       648.88904 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 148.1524963379s, input_fired_time: 1.8158308268, output_fired_time: 1.1627942324, propagate_forward_time: 58.8298492432, propagate_backward_time: 83.4261169434, weight_update_time: 0.1412004381, other_time: 2.9179077148
epoch time: 11.2232151031s, input_fired_time: 0.1956376135, output_fired_time: 0.0000000000, propagate_forward_time: 10.5567588806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708185196
validation[          , genome  7132] predictions:    9747/  10000 (97.47%), best:    9820/10000 (98.20%), error:       844.10852, best error:       648.88904 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 135.6288299561s, input_fired_time: 1.7373175621, output_fired_time: 1.0797584057, propagate_forward_time: 53.5464553833, propagate_backward_time: 76.5058517456, weight_update_time: 0.1335859597, other_time: 2.7594451904
epoch time: 11.2024211884s, input_fired_time: 0.1970877349, output_fired_time: 0.0000000000, propagate_forward_time: 10.5394392014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658946991
validation[          , genome  7132] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       721.60919, best error:       648.88904 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 155.3820037842s, input_fired_time: 1.8581588268, output_fired_time: 1.2041007280, propagate_forward_time: 62.1540222168, propagate_backward_time: 87.2192382812, weight_update_time: 0.1441559941, other_time: 2.9464874268
epoch time: 11.2602396011s, input_fired_time: 0.1993180364, output_fired_time: 0.0000000000, propagate_forward_time: 10.5853538513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755678177
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       776.80371, best error:       648.88904 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 137.1423187256s, input_fired_time: 1.7432693243, output_fired_time: 1.0867960453, propagate_forward_time: 54.3260307312, propagate_backward_time: 77.2244796753, weight_update_time: 0.1346108317, other_time: 2.7617416382
epoch time: 11.2644348145s, input_fired_time: 0.2004422098, output_fired_time: 0.0000000000, propagate_forward_time: 10.5822534561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817390442
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9820/10000 (98.20%), error:       858.45142, best error:       648.88904 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 144.3892974854s, input_fired_time: 1.7965390682, output_fired_time: 1.1257393360, propagate_forward_time: 57.4565277100, propagate_backward_time: 81.1656951904, weight_update_time: 0.1377699822, other_time: 2.8448028564
epoch time: 13.0761575699s, input_fired_time: 0.2192672193, output_fired_time: 0.0000000000, propagate_forward_time: 12.3365449905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203456879
validation[          , genome  7132] predictions:    9738/  10000 (97.38%), best:    9820/10000 (98.20%), error:       851.64978, best error:       648.88904 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 137.0315246582s, input_fired_time: 1.7572132349, output_fired_time: 1.0894706249, propagate_forward_time: 54.6287117004, propagate_backward_time: 76.7311782837, weight_update_time: 0.1329671741, other_time: 2.8249435425
epoch time: 11.2033596039s, input_fired_time: 0.2002350837, output_fired_time: 0.0000000000, propagate_forward_time: 10.5195884705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835357666
validation[          , genome  7132] predictions:    9802/  10000 (98.02%), best:    9820/10000 (98.20%), error:       691.00183, best error:       648.88904 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 135.4650878906s, input_fired_time: 1.7494082451, output_fired_time: 1.0754351616, propagate_forward_time: 53.7041893005, propagate_backward_time: 76.1061630249, weight_update_time: 0.1327140331, other_time: 2.8298873901
epoch time: 11.0979051590s, input_fired_time: 0.1999439448, output_fired_time: 0.0000000000, propagate_forward_time: 10.4248476028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731140137
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       765.52271, best error:       648.88904 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 135.0370788574s, input_fired_time: 1.7591029406, output_fired_time: 1.0667676926, propagate_forward_time: 53.8635482788, propagate_backward_time: 75.5540695190, weight_update_time: 0.1313520521, other_time: 2.7935791016
epoch time: 12.1816520691s, input_fired_time: 0.2088473886, output_fired_time: 0.0000000000, propagate_forward_time: 11.4738569260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989480972
validation[          , genome  7132] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       730.25043, best error:       648.88904 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.2044067383s, input_fired_time: 1.7518702745, output_fired_time: 1.0931509733, propagate_forward_time: 54.3334121704, propagate_backward_time: 77.2481689453, weight_update_time: 0.1336782277, other_time: 2.7777938843
epoch time: 11.1143531799s, input_fired_time: 0.1980208755, output_fired_time: 0.0000000000, propagate_forward_time: 10.4209432602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953889847
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9820/10000 (98.20%), error:       831.71411, best error:       648.88904 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 146.7331237793s, input_fired_time: 1.8154680729, output_fired_time: 1.1495481730, propagate_forward_time: 58.7514343262, propagate_backward_time: 82.1390457153, weight_update_time: 0.1408369094, other_time: 2.8776168823
epoch time: 11.2929162979s, input_fired_time: 0.2000389397, output_fired_time: 0.0000000000, propagate_forward_time: 10.6275196075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653577805
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       739.80902, best error:       648.88904 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 137.1367797852s, input_fired_time: 1.7415714264, output_fired_time: 1.0846589804, propagate_forward_time: 54.2221488953, propagate_backward_time: 77.3550949097, weight_update_time: 0.1321255416, other_time: 2.7332992554
epoch time: 13.8081035614s, input_fired_time: 0.2222003043, output_fired_time: 0.0000000000, propagate_forward_time: 13.0541734695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317296982
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       747.32062, best error:       648.88904 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 146.0470275879s, input_fired_time: 1.8050549030, output_fired_time: 1.1542730331, propagate_forward_time: 58.1969985962, propagate_backward_time: 82.0409469604, weight_update_time: 0.1394149065, other_time: 2.8497619629
epoch time: 15.4906711578s, input_fired_time: 0.2417576462, output_fired_time: 0.0000000000, propagate_forward_time: 14.6700897217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788240433
validation[          , genome  7132] predictions:    9770/  10000 (97.70%), best:    9820/10000 (98.20%), error:       801.59412, best error:       648.88904 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 137.6445312500s, input_fired_time: 1.7544255257, output_fired_time: 1.0919852257, propagate_forward_time: 54.5816192627, propagate_backward_time: 77.4406585693, weight_update_time: 0.1333541572, other_time: 2.7758483887
epoch time: 15.2024288177s, input_fired_time: 0.2375784069, output_fired_time: 0.0000000000, propagate_forward_time: 14.3918390274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730113983
validation[          , genome  7132] predictions:    9769/  10000 (97.69%), best:    9820/10000 (98.20%), error:       770.45544, best error:       648.88904 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 148.7469177246s, input_fired_time: 1.8074963093, output_fired_time: 1.1579546928, propagate_forward_time: 59.2818183899, propagate_backward_time: 83.5802536011, weight_update_time: 0.1433251500, other_time: 2.9193954468
epoch time: 12.1220970154s, input_fired_time: 0.2099352181, output_fired_time: 0.0000000000, propagate_forward_time: 11.3934574127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187044144
validation[          , genome  7132] predictions:    9796/  10000 (97.96%), best:    9820/10000 (98.20%), error:       730.27704, best error:       648.88904 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 162.1104278564s, input_fired_time: 1.8885732889, output_fired_time: 1.2514966726, propagate_forward_time: 64.6442794800, propagate_backward_time: 91.2711868286, weight_update_time: 0.1452517509, other_time: 3.0548858643
epoch time: 11.1120862961s, input_fired_time: 0.1968914419, output_fired_time: 0.0000000000, propagate_forward_time: 10.4408569336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743375778
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9820/10000 (98.20%), error:       791.50330, best error:       648.88904 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 140.6588287354s, input_fired_time: 1.7739166021, output_fired_time: 1.1094729900, propagate_forward_time: 55.9653167725, propagate_backward_time: 78.9460754395, weight_update_time: 0.1363836676, other_time: 2.8640594482
epoch time: 11.0118665695s, input_fired_time: 0.1985047609, output_fired_time: 0.0000000000, propagate_forward_time: 10.3383607864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750013351
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       826.07318, best error:       648.88904 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 137.3273315430s, input_fired_time: 1.7388907671, output_fired_time: 1.0844151974, propagate_forward_time: 54.5726509094, propagate_backward_time: 77.1248168945, weight_update_time: 0.1352815181, other_time: 2.8065643311
epoch time: 12.6309661865s, input_fired_time: 0.2112728059, output_fired_time: 0.0000000000, propagate_forward_time: 11.8878068924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318861008
validation[          , genome  7132] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       754.20361, best error:       648.88904 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 142.7708129883s, input_fired_time: 1.7733678818, output_fired_time: 1.1169774532, propagate_forward_time: 56.7137451172, propagate_backward_time: 80.2954559326, weight_update_time: 0.1398504078, other_time: 2.8712768555
epoch time: 11.3226222992s, input_fired_time: 0.1991379410, output_fired_time: 0.0000000000, propagate_forward_time: 10.6563510895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671335220
validation[          , genome  7132] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       697.69800, best error:       648.88904 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 141.6244354248s, input_fired_time: 1.7791786194, output_fired_time: 1.1144119501, propagate_forward_time: 56.4758453369, propagate_backward_time: 79.4592208862, weight_update_time: 0.1359117180, other_time: 2.7957839966
epoch time: 11.2198982239s, input_fired_time: 0.1994879246, output_fired_time: 0.0000000000, propagate_forward_time: 10.5522718430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681386948
validation[          , genome  7132] predictions:    9809/  10000 (98.09%), best:    9820/10000 (98.20%), error:       697.20441, best error:       648.88904 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 139.9394683838s, input_fired_time: 1.7628808022, output_fired_time: 1.1022505760, propagate_forward_time: 55.5265007019, propagate_backward_time: 78.7339935303, weight_update_time: 0.1371254176, other_time: 2.8138427734
epoch time: 14.6218862534s, input_fired_time: 0.2251115590, output_fired_time: 0.0000000000, propagate_forward_time: 13.8470172882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497570038
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       802.46533, best error:       648.88904 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 150.0709075928s, input_fired_time: 1.8292667866, output_fired_time: 1.1729266644, propagate_forward_time: 59.9052085876, propagate_backward_time: 84.2740402222, weight_update_time: 0.1413454264, other_time: 2.8894577026
epoch time: 11.1658248901s, input_fired_time: 0.1997337192, output_fired_time: 0.0000000000, propagate_forward_time: 10.4992713928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668197632
validation[          , genome  7132] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       703.18634, best error:       648.88904 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 140.1010742188s, input_fired_time: 1.7745316029, output_fired_time: 1.1025010347, propagate_forward_time: 55.5171470642, propagate_backward_time: 78.8397140503, weight_update_time: 0.1376150250, other_time: 2.8671646118
epoch time: 11.3212471008s, input_fired_time: 0.1987537146, output_fired_time: 0.0000000000, propagate_forward_time: 10.6461076736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763860703
validation[          , genome  7132] predictions:    9746/  10000 (97.46%), best:    9820/10000 (98.20%), error:       852.76440, best error:       648.88904 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 154.8869476318s, input_fired_time: 1.8639566898, output_fired_time: 1.2062004805, propagate_forward_time: 61.9221115112, propagate_backward_time: 86.9447021484, weight_update_time: 0.1428739130, other_time: 2.9499740601
epoch time: 13.5696420670s, input_fired_time: 0.2183682323, output_fired_time: 0.0000000000, propagate_forward_time: 12.8218660355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294075012
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       714.43817, best error:       648.88904 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.2545013428s, input_fired_time: 1.8077645302, output_fired_time: 1.1335892677, propagate_forward_time: 56.9026451111, propagate_backward_time: 80.5120010376, weight_update_time: 0.1383404732, other_time: 2.8984909058
epoch time: 11.0852508545s, input_fired_time: 0.1959325373, output_fired_time: 0.0000000000, propagate_forward_time: 10.4285535812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607648849
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9820/10000 (98.20%), error:       736.96527, best error:       648.88904 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 139.4666137695s, input_fired_time: 1.7699521780, output_fired_time: 1.0944727659, propagate_forward_time: 55.3176651001, propagate_backward_time: 78.4476852417, weight_update_time: 0.1364829987, other_time: 2.8368377686
epoch time: 12.0859975815s, input_fired_time: 0.2067842484, output_fired_time: 0.0000000000, propagate_forward_time: 11.3866558075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925575256
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9820/10000 (98.20%), error:       792.19342, best error:       648.88904 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 152.4450225830s, input_fired_time: 1.8449528217, output_fired_time: 1.1925183535, propagate_forward_time: 61.0063896179, propagate_backward_time: 85.4308013916, weight_update_time: 0.1462312490, other_time: 2.9703521729
epoch time: 10.8641538620s, input_fired_time: 0.1939494759, output_fired_time: 0.0000000000, propagate_forward_time: 10.2010154724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691886902
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       776.66077, best error:       648.88904 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 143.9744415283s, input_fired_time: 1.7816348076, output_fired_time: 1.1433521509, propagate_forward_time: 57.1610374451, propagate_backward_time: 81.0300979614, weight_update_time: 0.1415891051, other_time: 2.8583145142
epoch time: 12.4092178345s, input_fired_time: 0.2102644444, output_fired_time: 0.0000000000, propagate_forward_time: 11.6982965469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006570816
validation[          , genome  7132] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       730.88000, best error:       648.88904 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 155.9223022461s, input_fired_time: 1.8746085167, output_fired_time: 1.2199041843, propagate_forward_time: 62.1493644714, propagate_backward_time: 87.6921234131, weight_update_time: 0.1474540681, other_time: 2.9862976074
epoch time: 11.1149129868s, input_fired_time: 0.1976154298, output_fired_time: 0.0000000000, propagate_forward_time: 10.4604082108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568891525
validation[          , genome  7132] predictions:    9719/  10000 (97.19%), best:    9820/10000 (98.20%), error:       931.84460, best error:       648.88904 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 141.6273040771s, input_fired_time: 1.7744661570, output_fired_time: 1.1189787388, propagate_forward_time: 56.2859153748, propagate_backward_time: 79.5960311890, weight_update_time: 0.1387835294, other_time: 2.8519210815
epoch time: 14.9555044174s, input_fired_time: 0.2332390696, output_fired_time: 0.0000000000, propagate_forward_time: 14.1541843414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680809021
validation[          , genome  7132] predictions:    9806/  10000 (98.06%), best:    9820/10000 (98.20%), error:       681.59265, best error:       648.88904 on epoch:    59, 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: 67.8946838379s, input_fired_time: 1.0902115107, output_fired_time: 0.0000000000, propagate_forward_time: 64.1123046875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6921691895
best training[          , genome  7132] predictions:   49792/  50000 (99.58%), best:    9820/10000 (98.20%), error:       950.92450, best error:       648.88904 on epoch:    59, 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: 14.4085979462s, input_fired_time: 0.2224729806, output_fired_time: 0.0000000000, propagate_forward_time: 13.6212606430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648641586
   testing[          , genome  7132] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       567.15192, best error:       648.88904 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:30:11 (45379): called boinc_finish(0)

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