Nameexact_genome_1512568488_43_4487_1
Workunit2593753
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline15 Dec 2017, 6:47:27 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 6 min 11 sec
CPU time4 hours 5 min 14 sec
Validate stateValid
Credit1,963.53
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.29 MB
Peak swap size157.60 MB
Peak disk usage1.74 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ctions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1046.52869, best error:      1046.52869 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.4394226074s, input_fired_time: 1.3199954033, output_fired_time: 1.1823914051, propagate_forward_time: 50.2497901917, propagate_backward_time: 77.6775283813, weight_update_time: 0.1446079016, other_time: 3.0097274780
epoch time: 10.6737384796s, input_fired_time: 0.1645436585, output_fired_time: 0.0000000000, propagate_forward_time: 9.9873275757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218667984
validation[          , genome  4487] predictions:    9657/  10000 (96.57%), best:    9694/10000 (96.94%), error:      1119.84753, best error:      1046.52869 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 135.1990509033s, input_fired_time: 1.3620822430, output_fired_time: 1.1937835217, propagate_forward_time: 50.8177375793, propagate_backward_time: 78.6819229126, weight_update_time: 0.1448418498, other_time: 3.1435317993
epoch time: 10.7518787384s, input_fired_time: 0.1673312485, output_fired_time: 0.0000000000, propagate_forward_time: 10.0666017532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179452896
validation[          , genome  4487] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1121.67871, best error:      1046.52869 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 133.8162231445s, input_fired_time: 1.3320528269, output_fired_time: 1.1773430109, propagate_forward_time: 50.3459472656, propagate_backward_time: 77.9222717285, weight_update_time: 0.1449520141, other_time: 3.0386199951
epoch time: 10.7627010345s, input_fired_time: 0.1646311283, output_fired_time: 0.0000000000, propagate_forward_time: 10.0784416199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196285248
validation[          , genome  4487] predictions:    9661/  10000 (96.61%), best:    9694/10000 (96.94%), error:      1071.96973, best error:      1046.52869 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.0644378662s, input_fired_time: 1.3070000410, output_fired_time: 1.1716387272, propagate_forward_time: 50.0186462402, propagate_backward_time: 77.6089477539, weight_update_time: 0.1430019438, other_time: 2.9581909180
epoch time: 10.7591743469s, input_fired_time: 0.1683654338, output_fired_time: 0.0000000000, propagate_forward_time: 10.0647411346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260677338
validation[          , genome  4487] predictions:    9680/  10000 (96.80%), best:    9694/10000 (96.94%), error:      1136.97449, best error:      1046.52869 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 133.6687011719s, input_fired_time: 1.3190149069, output_fired_time: 1.1915249825, propagate_forward_time: 50.2975578308, propagate_backward_time: 77.8740310669, weight_update_time: 0.1452660859, other_time: 2.9865646362
epoch time: 10.7509174347s, input_fired_time: 0.1665285677, output_fired_time: 0.0000000000, propagate_forward_time: 10.0620727539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223159790
validation[          , genome  4487] predictions:    9679/  10000 (96.79%), best:    9694/10000 (96.94%), error:      1048.02747, best error:      1046.52869 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 133.5601806641s, input_fired_time: 1.3201972246, output_fired_time: 1.1827292442, propagate_forward_time: 50.3150444031, propagate_backward_time: 77.7417984009, weight_update_time: 0.1455785930, other_time: 3.0004196167
epoch time: 10.8845949173s, input_fired_time: 0.1747805625, output_fired_time: 0.0000000000, propagate_forward_time: 10.1550540924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547599792
validation[          , genome  4487] predictions:    9652/  10000 (96.52%), best:    9694/10000 (96.94%), error:      1135.05408, best error:      1046.52869 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 133.8774566650s, input_fired_time: 1.3159408569, output_fired_time: 1.1849663258, propagate_forward_time: 50.3828849792, propagate_backward_time: 78.0394210815, weight_update_time: 0.1448919922, other_time: 2.9542465210
epoch time: 10.7680444717s, input_fired_time: 0.1673690379, output_fired_time: 0.0000000000, propagate_forward_time: 10.0786962509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219793320
validation[          , genome  4487] predictions:    9652/  10000 (96.52%), best:    9694/10000 (96.94%), error:      1136.66541, best error:      1046.52869 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 134.6993560791s, input_fired_time: 1.3370097876, output_fired_time: 1.1782642603, propagate_forward_time: 50.6648368835, propagate_backward_time: 78.4624938965, weight_update_time: 0.1539519876, other_time: 3.0567474365
epoch time: 10.7189588547s, input_fired_time: 0.1692448407, output_fired_time: 0.0000000000, propagate_forward_time: 10.0018806458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478334427
validation[          , genome  4487] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1010.44946, best error:      1010.44946 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 133.4812927246s, input_fired_time: 1.3449014425, output_fired_time: 1.1688358784, propagate_forward_time: 50.2502021790, propagate_backward_time: 77.6847534180, weight_update_time: 0.1441713870, other_time: 3.0326080322
epoch time: 10.6089248657s, input_fired_time: 0.1650127321, output_fired_time: 0.0000000000, propagate_forward_time: 9.9277038574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162086487
validation[          , genome  4487] predictions:    9656/  10000 (96.56%), best:    9690/10000 (96.90%), error:      1074.00488, best error:      1010.44946 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.0476074219s, input_fired_time: 1.4153946638, output_fired_time: 1.2045985460, propagate_forward_time: 51.1577110291, propagate_backward_time: 79.0517959595, weight_update_time: 0.1510914713, other_time: 3.2181015015
epoch time: 10.7578353882s, input_fired_time: 0.1730831563, output_fired_time: 0.0000000000, propagate_forward_time: 10.0339097977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508422852
validation[          , genome  4487] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:       985.69824, best error:       985.69824 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 133.4615325928s, input_fired_time: 1.3377538919, output_fired_time: 1.1731481552, propagate_forward_time: 50.2258415222, propagate_backward_time: 77.7532653809, weight_update_time: 0.1434204131, other_time: 2.9715270996
epoch time: 10.5999212265s, input_fired_time: 0.1638194323, output_fired_time: 0.0000000000, propagate_forward_time: 9.9099245071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261774063
validation[          , genome  4487] predictions:    9709/  10000 (97.09%), best:    9690/10000 (96.90%), error:       987.70563, best error:       985.69824 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 133.1756896973s, input_fired_time: 1.3407461643, output_fired_time: 1.1717170477, propagate_forward_time: 50.1229934692, propagate_backward_time: 77.5679779053, weight_update_time: 0.1441294402, other_time: 2.9722518921
epoch time: 10.8014402390s, input_fired_time: 0.1714811474, output_fired_time: 0.0000000000, propagate_forward_time: 10.0783166885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516424179
validation[          , genome  4487] predictions:    9671/  10000 (96.71%), best:    9690/10000 (96.90%), error:      1019.59204, best error:       985.69824 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 134.6354064941s, input_fired_time: 1.3475400209, output_fired_time: 1.1968150139, propagate_forward_time: 50.6117820740, propagate_backward_time: 78.4411926270, weight_update_time: 0.1583926231, other_time: 3.0380859375
epoch time: 10.7521171570s, input_fired_time: 0.1700773686, output_fired_time: 0.0000000000, propagate_forward_time: 10.0543994904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276403427
validation[          , genome  4487] predictions:    9662/  10000 (96.62%), best:    9690/10000 (96.90%), error:      1110.97754, best error:       985.69824 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.3628997803s, input_fired_time: 1.3833398819, output_fired_time: 1.1878788471, propagate_forward_time: 51.2580680847, propagate_backward_time: 79.3345489502, weight_update_time: 0.1620811224, other_time: 3.1990509033
epoch time: 10.8613281250s, input_fired_time: 0.1725213081, output_fired_time: 0.0000000000, propagate_forward_time: 10.1455202103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432863235
validation[          , genome  4487] predictions:    9696/  10000 (96.96%), best:    9690/10000 (96.90%), error:       991.34814, best error:       985.69824 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 134.8193817139s, input_fired_time: 1.3372759819, output_fired_time: 1.1743067503, propagate_forward_time: 50.7470245361, propagate_backward_time: 78.5653457642, weight_update_time: 0.1439180523, other_time: 2.9954299927
epoch time: 10.8822975159s, input_fired_time: 0.1761842370, output_fired_time: 0.0000000000, propagate_forward_time: 10.1632556915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428571701
validation[          , genome  4487] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       941.76154, best error:       941.76154 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 134.5934753418s, input_fired_time: 1.3711847067, output_fired_time: 1.1922718287, propagate_forward_time: 50.5489540100, propagate_backward_time: 78.3655471802, weight_update_time: 0.1458759904, other_time: 3.1155166626
epoch time: 10.9265899658s, input_fired_time: 0.1790549308, output_fired_time: 0.0000000000, propagate_forward_time: 10.2006006241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469341278
validation[          , genome  4487] predictions:    9650/  10000 (96.50%), best:    9703/10000 (97.03%), error:      1154.73230, best error:       941.76154 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 134.1817016602s, input_fired_time: 1.3533388376, output_fired_time: 1.1836475134, propagate_forward_time: 50.4317054749, propagate_backward_time: 78.1002578735, weight_update_time: 0.1509761959, other_time: 3.1127548218
epoch time: 10.6519002914s, input_fired_time: 0.1676836610, output_fired_time: 0.0000000000, propagate_forward_time: 9.9623985291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218181610
validation[          , genome  4487] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:       964.91559, best error:       941.76154 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 134.9456634521s, input_fired_time: 1.3354951143, output_fired_time: 1.2027040720, propagate_forward_time: 50.7834396362, propagate_backward_time: 78.5588912964, weight_update_time: 0.1443466097, other_time: 3.0651397705
epoch time: 10.7345609665s, input_fired_time: 0.1686929464, output_fired_time: 0.0000000000, propagate_forward_time: 10.0463743210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194940567
validation[          , genome  4487] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1046.44214, best error:       941.76154 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 134.8754272461s, input_fired_time: 1.3684346676, output_fired_time: 1.2032936811, propagate_forward_time: 50.7353706360, propagate_backward_time: 78.4472579956, weight_update_time: 0.1457995474, other_time: 3.1210708618
epoch time: 10.9003934860s, input_fired_time: 0.1779781580, output_fired_time: 0.0000000000, propagate_forward_time: 10.1743392944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480756760
validation[          , genome  4487] predictions:    9711/  10000 (97.11%), best:    9703/10000 (97.03%), error:       992.42365, best error:       941.76154 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 134.4714508057s, input_fired_time: 1.3577314615, output_fired_time: 1.1936874390, propagate_forward_time: 50.5823326111, propagate_backward_time: 78.2172546387, weight_update_time: 0.1455883086, other_time: 3.1204528809
epoch time: 10.7069330215s, input_fired_time: 0.1708972007, output_fired_time: 0.0000000000, propagate_forward_time: 9.9945516586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414838791
validation[          , genome  4487] predictions:    9707/  10000 (97.07%), best:    9703/10000 (97.03%), error:       969.41858, best error:       941.76154 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.0448303223s, input_fired_time: 1.3495838642, output_fired_time: 1.1745979786, propagate_forward_time: 50.0190010071, propagate_backward_time: 77.5159912109, weight_update_time: 0.1496792734, other_time: 2.9856719971
epoch time: 10.9167757034s, input_fired_time: 0.1841282845, output_fired_time: 0.0000000000, propagate_forward_time: 10.1789875031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536594391
validation[          , genome  4487] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       938.06750, best error:       938.06750 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 134.4220428467s, input_fired_time: 1.3667893410, output_fired_time: 1.1936508417, propagate_forward_time: 50.7451591492, propagate_backward_time: 78.0343551636, weight_update_time: 0.1460209936, other_time: 3.0820846558
epoch time: 10.7798290253s, input_fired_time: 0.1676159650, output_fired_time: 0.0000000000, propagate_forward_time: 10.0941247940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180883408
validation[          , genome  4487] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       920.07300, best error:       920.07300 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 134.8436279297s, input_fired_time: 1.3832749128, output_fired_time: 1.1681286097, propagate_forward_time: 50.7901420593, propagate_backward_time: 78.3837051392, weight_update_time: 0.1455230117, other_time: 3.1183853149
epoch time: 10.6593799591s, input_fired_time: 0.1676560491, output_fired_time: 0.0000000000, propagate_forward_time: 9.9752225876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165014267
validation[          , genome  4487] predictions:    9675/  10000 (96.75%), best:    9717/10000 (97.17%), error:      1027.40637, best error:       920.07300 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 133.0459747314s, input_fired_time: 1.3235567808, output_fired_time: 1.1858178377, propagate_forward_time: 49.9988365173, propagate_backward_time: 77.5681610107, weight_update_time: 0.1432452202, other_time: 2.9695892334
epoch time: 10.7603254318s, input_fired_time: 0.1722475588, output_fired_time: 0.0000000000, propagate_forward_time: 10.0665788651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214986801
validation[          , genome  4487] predictions:    9705/  10000 (97.05%), best:    9717/10000 (97.17%), error:       922.49567, best error:       920.07300 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.8894348145s, input_fired_time: 1.3432198763, output_fired_time: 1.1914316416, propagate_forward_time: 50.3823966980, propagate_backward_time: 77.9694137573, weight_update_time: 0.1493650526, other_time: 3.0029678345
epoch time: 10.7900781631s, input_fired_time: 0.1807397753, output_fired_time: 0.0000000000, propagate_forward_time: 10.0657196045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436191559
validation[          , genome  4487] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       901.03992, best error:       901.03992 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 134.7210540771s, input_fired_time: 1.3577861786, output_fired_time: 1.1854972839, propagate_forward_time: 50.6692733765, propagate_backward_time: 78.4170684814, weight_update_time: 0.1501195878, other_time: 3.0914230347
epoch time: 11.0130567551s, input_fired_time: 0.1821693480, output_fired_time: 0.0000000000, propagate_forward_time: 10.2828941345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479936600
validation[          , genome  4487] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       876.39423, best error:       876.39423 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.6590270996s, input_fired_time: 1.3277642727, output_fired_time: 1.1876935959, propagate_forward_time: 50.3736305237, propagate_backward_time: 77.7929992676, weight_update_time: 0.1439452916, other_time: 2.9769439697
epoch time: 10.8936729431s, input_fired_time: 0.1749884486, output_fired_time: 0.0000000000, propagate_forward_time: 10.1632452011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5554389954
validation[          , genome  4487] predictions:    9698/  10000 (96.98%), best:    9742/10000 (97.42%), error:      1003.04913, best error:       876.39423 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.6844635010s, input_fired_time: 1.3242775202, output_fired_time: 1.1814039946, propagate_forward_time: 49.9333610535, propagate_backward_time: 77.2923355103, weight_update_time: 0.1428716034, other_time: 2.9530868530
epoch time: 10.6970987320s, input_fired_time: 0.1682639271, output_fired_time: 0.0000000000, propagate_forward_time: 10.0096950531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191392899
validation[          , genome  4487] predictions:    9652/  10000 (96.52%), best:    9742/10000 (97.42%), error:      1034.17493, best error:       876.39423 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.7760467529s, input_fired_time: 1.3528097868, output_fired_time: 1.1965299845, propagate_forward_time: 50.3289985657, propagate_backward_time: 77.8573532104, weight_update_time: 0.1478648633, other_time: 3.0403518677
epoch time: 10.8166627884s, input_fired_time: 0.1725153178, output_fired_time: 0.0000000000, propagate_forward_time: 10.1045608521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395870209
validation[          , genome  4487] predictions:    9730/  10000 (97.30%), best:    9742/10000 (97.42%), error:       948.44159, best error:       876.39423 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.8797454834s, input_fired_time: 1.3621097803, output_fired_time: 1.1662847996, propagate_forward_time: 50.3017501831, propagate_backward_time: 77.9410324097, weight_update_time: 0.1549721360, other_time: 3.1085662842
epoch time: 10.6830940247s, input_fired_time: 0.1686927378, output_fired_time: 0.0000000000, propagate_forward_time: 9.9970045090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173969269
validation[          , genome  4487] predictions:    9650/  10000 (96.50%), best:    9742/10000 (97.42%), error:      1077.48499, best error:       876.39423 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 135.2772674561s, input_fired_time: 1.3913273811, output_fired_time: 1.1843039989, propagate_forward_time: 50.8706245422, propagate_backward_time: 78.7084426880, weight_update_time: 0.1481595486, other_time: 3.1225662231
epoch time: 10.6722097397s, input_fired_time: 0.1693001539, output_fired_time: 0.0000000000, propagate_forward_time: 9.9825077057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5204019547
validation[          , genome  4487] predictions:    9663/  10000 (96.63%), best:    9742/10000 (97.42%), error:      1074.05896, best error:       876.39423 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 133.2082977295s, input_fired_time: 1.3421823978, output_fired_time: 1.1745254993, propagate_forward_time: 50.0659294128, propagate_backward_time: 77.6139602661, weight_update_time: 0.1441552490, other_time: 3.0116958618
epoch time: 11.2131452560s, input_fired_time: 0.1896179616, output_fired_time: 0.0000000000, propagate_forward_time: 10.4807386398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427885056
validation[          , genome  4487] predictions:    9709/  10000 (97.09%), best:    9742/10000 (97.42%), error:       935.26147, best error:       876.39423 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.3354644775s, input_fired_time: 1.3710722923, output_fired_time: 1.1794495583, propagate_forward_time: 50.5498161316, propagate_backward_time: 78.1584548950, weight_update_time: 0.1465312392, other_time: 3.0766677856
epoch time: 10.9221210480s, input_fired_time: 0.1751848459, output_fired_time: 0.0000000000, propagate_forward_time: 10.1789569855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679788589
validation[          , genome  4487] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       875.85681, best error:       875.85681 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 133.5009613037s, input_fired_time: 1.3242900372, output_fired_time: 1.1705073118, propagate_forward_time: 50.3177299500, propagate_backward_time: 77.7384643555, weight_update_time: 0.1428048462, other_time: 2.9499664307
epoch time: 10.7444543839s, input_fired_time: 0.1723329425, output_fired_time: 0.0000000000, propagate_forward_time: 10.0424404144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296812057
validation[          , genome  4487] predictions:    9712/  10000 (97.12%), best:    9735/10000 (97.35%), error:       941.72040, best error:       875.85681 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 137.1511840820s, input_fired_time: 1.4251991510, output_fired_time: 1.2077133656, propagate_forward_time: 51.5190277100, propagate_backward_time: 79.7491912842, weight_update_time: 0.1519638449, other_time: 3.2500457764
epoch time: 10.6945858002s, input_fired_time: 0.1693226397, output_fired_time: 0.0000000000, propagate_forward_time: 10.0041160583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211467743
validation[          , genome  4487] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:       994.97577, best error:       875.85681 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.9718933105s, input_fired_time: 1.3737117052, output_fired_time: 1.1920971870, propagate_forward_time: 50.7877540588, propagate_backward_time: 78.4683914185, weight_update_time: 0.1512214243, other_time: 3.1499404907
epoch time: 10.7601070404s, input_fired_time: 0.1697550714, output_fired_time: 0.0000000000, propagate_forward_time: 10.0659418106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244102478
validation[          , genome  4487] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       871.48718, best error:       871.48718 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.6275024414s, input_fired_time: 1.3563292027, output_fired_time: 1.1946864128, propagate_forward_time: 50.2194557190, propagate_backward_time: 77.7758178711, weight_update_time: 0.1448640674, other_time: 3.0812225342
epoch time: 10.8564643860s, input_fired_time: 0.1710664332, output_fired_time: 0.0000000000, propagate_forward_time: 10.1561250687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292730331
validation[          , genome  4487] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       926.76611, best error:       871.48718 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 134.0314178467s, input_fired_time: 1.3472154140, output_fired_time: 1.1946282387, propagate_forward_time: 50.5015373230, propagate_backward_time: 77.9451828003, weight_update_time: 0.1447136253, other_time: 3.0428543091
epoch time: 10.8408956528s, input_fired_time: 0.1755725592, output_fired_time: 0.0000000000, propagate_forward_time: 10.1006851196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646381378
validation[          , genome  4487] predictions:    9667/  10000 (96.67%), best:    9746/10000 (97.46%), error:      1088.37317, best error:       871.48718 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 134.7126922607s, input_fired_time: 1.3578916788, output_fired_time: 1.1841732264, propagate_forward_time: 50.6817970276, propagate_backward_time: 78.4383773804, weight_update_time: 0.1441817135, other_time: 3.0504531860
epoch time: 10.6513557434s, input_fired_time: 0.1686081588, output_fired_time: 0.0000000000, propagate_forward_time: 9.9641571045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185909271
validation[          , genome  4487] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       974.92200, best error:       871.48718 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 133.1547698975s, input_fired_time: 1.3329374790, output_fired_time: 1.1708917618, propagate_forward_time: 50.0805931091, propagate_backward_time: 77.6172561646, weight_update_time: 0.1429782361, other_time: 2.9530868530
epoch time: 10.9345388412s, input_fired_time: 0.1717793345, output_fired_time: 0.0000000000, propagate_forward_time: 10.2178869247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448722839
validation[          , genome  4487] predictions:    9669/  10000 (96.69%), best:    9746/10000 (97.46%), error:      1064.85999, best error:       871.48718 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 134.0199737549s, input_fired_time: 1.3511757851, output_fired_time: 1.1691906452, propagate_forward_time: 50.4432334900, propagate_backward_time: 77.9932632446, weight_update_time: 0.1443573385, other_time: 3.0631027222
epoch time: 10.7115335464s, input_fired_time: 0.1762033701, output_fired_time: 0.0000000000, propagate_forward_time: 10.0134077072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219221115
validation[          , genome  4487] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       945.15070, best error:       871.48718 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 133.5699005127s, input_fired_time: 1.3407387733, output_fired_time: 1.1828898191, propagate_forward_time: 50.2946243286, propagate_backward_time: 77.7764663696, weight_update_time: 0.1446014792, other_time: 2.9751739502
epoch time: 10.6228713989s, input_fired_time: 0.1722966731, output_fired_time: 0.0000000000, propagate_forward_time: 9.9288806915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216941833
validation[          , genome  4487] predictions:    9677/  10000 (96.77%), best:    9746/10000 (97.46%), error:      1117.38342, best error:       871.48718 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 134.8449096680s, input_fired_time: 1.3669159412, output_fired_time: 1.1632227898, propagate_forward_time: 50.7703857422, propagate_backward_time: 78.4497909546, weight_update_time: 0.1543563902, other_time: 3.0945968628
epoch time: 10.9194326401s, input_fired_time: 0.1746418625, output_fired_time: 0.0000000000, propagate_forward_time: 10.1870689392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577220917
validation[          , genome  4487] predictions:    9679/  10000 (96.79%), best:    9746/10000 (97.46%), error:      1039.61975, best error:       871.48718 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.4638214111s, input_fired_time: 1.3586635590, output_fired_time: 1.1694231033, propagate_forward_time: 50.1832580566, propagate_backward_time: 77.7319030762, weight_update_time: 0.1445180029, other_time: 3.0205841064
epoch time: 10.5789680481s, input_fired_time: 0.1734865159, output_fired_time: 0.0000000000, propagate_forward_time: 9.8863048553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191764832
validation[          , genome  4487] predictions:    9673/  10000 (96.73%), best:    9746/10000 (97.46%), error:      1080.33411, best error:       871.48718 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 134.4956970215s, input_fired_time: 1.3716266155, output_fired_time: 1.1755669117, propagate_forward_time: 50.5621185303, propagate_backward_time: 78.3231506348, weight_update_time: 0.1447176039, other_time: 3.0632324219
epoch time: 10.8546724319s, input_fired_time: 0.1760912687, output_fired_time: 0.0000000000, propagate_forward_time: 10.1386451721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399360657
validation[          , genome  4487] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       899.21478, best error:       871.48718 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 134.5184173584s, input_fired_time: 1.3757445812, output_fired_time: 1.2027947903, propagate_forward_time: 50.5645027161, propagate_backward_time: 78.2916488647, weight_update_time: 0.1450262964, other_time: 3.0837326050
epoch time: 10.9117794037s, input_fired_time: 0.1713947356, output_fired_time: 0.0000000000, propagate_forward_time: 10.2096471786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307378769
validation[          , genome  4487] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       901.23035, best error:       871.48718 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 136.1217651367s, input_fired_time: 1.3864973783, output_fired_time: 1.1945102215, propagate_forward_time: 51.2137145996, propagate_backward_time: 79.1271133423, weight_update_time: 0.1467203349, other_time: 3.1999435425
epoch time: 10.6448411942s, input_fired_time: 0.1700276732, output_fired_time: 0.0000000000, propagate_forward_time: 9.9560709000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187425613
validation[          , genome  4487] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       882.01782, best error:       871.48718 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.3502960205s, input_fired_time: 1.3726186752, output_fired_time: 1.2045000792, propagate_forward_time: 50.4800186157, propagate_backward_time: 78.2193984985, weight_update_time: 0.1538481563, other_time: 3.0737609863
epoch time: 10.8224267960s, input_fired_time: 0.1760594547, output_fired_time: 0.0000000000, propagate_forward_time: 10.0969944000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493726730
validation[          , genome  4487] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       920.51630, best error:       871.48718 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.6061859131s, input_fired_time: 1.3579963446, output_fired_time: 1.1866257191, propagate_forward_time: 50.2309417725, propagate_backward_time: 77.7963256836, weight_update_time: 0.1441264302, other_time: 3.0342864990
epoch time: 10.6305837631s, input_fired_time: 0.1704921871, output_fired_time: 0.0000000000, propagate_forward_time: 9.9434022903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166893005
validation[          , genome  4487] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       864.00098, best error:       864.00098 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 135.0927581787s, input_fired_time: 1.3918541670, output_fired_time: 1.2072951794, propagate_forward_time: 50.7697143555, propagate_backward_time: 78.6056671143, weight_update_time: 0.1461104900, other_time: 3.1182250977
epoch time: 10.8088521957s, input_fired_time: 0.1785064191, output_fired_time: 0.0000000000, propagate_forward_time: 10.0714864731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588588715
validation[          , genome  4487] predictions:    9680/  10000 (96.80%), best:    9728/10000 (97.28%), error:      1030.75317, best error:       864.00098 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 134.7388305664s, input_fired_time: 1.3736307621, output_fired_time: 1.2047454119, propagate_forward_time: 50.6825065613, propagate_backward_time: 78.4273605347, weight_update_time: 0.1446026713, other_time: 3.0505905151
epoch time: 10.6125497818s, input_fired_time: 0.1718470901, output_fired_time: 0.0000000000, propagate_forward_time: 9.9213314056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193710327
validation[          , genome  4487] predictions:    9727/  10000 (97.27%), best:    9728/10000 (97.28%), error:       921.83777, best error:       864.00098 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.5035400391s, input_fired_time: 1.3681899309, output_fired_time: 1.1914007664, propagate_forward_time: 50.1742134094, propagate_backward_time: 77.8078536987, weight_update_time: 0.1437428445, other_time: 2.9618759155
epoch time: 10.7079458237s, input_fired_time: 0.1720816344, output_fired_time: 0.0000000000, propagate_forward_time: 10.0178947449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179691315
validation[          , genome  4487] predictions:    9688/  10000 (96.88%), best:    9728/10000 (97.28%), error:       970.63049, best error:       864.00098 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.7014312744s, input_fired_time: 1.3628304005, output_fired_time: 1.1770229340, propagate_forward_time: 50.2816696167, propagate_backward_time: 77.8649978638, weight_update_time: 0.1449455768, other_time: 3.0149230957
epoch time: 11.0042467117s, input_fired_time: 0.1890463978, output_fired_time: 0.0000000000, propagate_forward_time: 10.2643117905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508880615
validation[          , genome  4487] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       891.41278, best error:       864.00098 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 133.6026306152s, input_fired_time: 1.3794656992, output_fired_time: 1.1939969063, propagate_forward_time: 50.1877403259, propagate_backward_time: 77.8419799805, weight_update_time: 0.1493678689, other_time: 2.9994354248
epoch time: 10.5702247620s, input_fired_time: 0.1702315509, output_fired_time: 0.0000000000, propagate_forward_time: 9.8854293823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145635605
validation[          , genome  4487] predictions:    9691/  10000 (96.91%), best:    9728/10000 (97.28%), error:       994.65808, best error:       864.00098 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 133.7348022461s, input_fired_time: 1.3536194563, output_fired_time: 1.1823548079, propagate_forward_time: 50.3469963074, propagate_backward_time: 77.8500747681, weight_update_time: 0.1526464671, other_time: 3.0017471313
epoch time: 10.9127597809s, input_fired_time: 0.1954814345, output_fired_time: 0.0000000000, propagate_forward_time: 10.1300687790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872097015
validation[          , genome  4487] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       841.40027, best error:       841.40027 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.7601776123s, input_fired_time: 1.3670502901, output_fired_time: 1.1868472099, propagate_forward_time: 50.6886634827, propagate_backward_time: 78.4873657227, weight_update_time: 0.1446637958, other_time: 3.0302581787
epoch time: 10.8511457443s, input_fired_time: 0.1810058355, output_fired_time: 0.0000000000, propagate_forward_time: 10.1292848587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408554077
validation[          , genome  4487] predictions:    9721/  10000 (97.21%), best:    9728/10000 (97.28%), error:       910.79565, best error:       841.40027 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 133.7431945801s, input_fired_time: 1.3909440041, output_fired_time: 1.1760101318, propagate_forward_time: 50.3160057068, propagate_backward_time: 77.8618392944, weight_update_time: 0.1448659897, other_time: 2.9983901978
epoch time: 10.7077445984s, input_fired_time: 0.1724253446, output_fired_time: 0.0000000000, propagate_forward_time: 10.0167884827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185308456
validation[          , genome  4487] predictions:    9713/  10000 (97.13%), best:    9728/10000 (97.28%), error:       910.70990, best error:       841.40027 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.7424316406s, input_fired_time: 1.3551981449, output_fired_time: 1.1775484085, propagate_forward_time: 49.9137191772, propagate_backward_time: 77.2991485596, weight_update_time: 0.1442605704, other_time: 2.9968185425
epoch time: 10.6296968460s, input_fired_time: 0.1810156703, output_fired_time: 0.0000000000, propagate_forward_time: 9.9346923828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139884949
validation[          , genome  4487] predictions:    9734/  10000 (97.34%), best:    9728/10000 (97.28%), error:       874.50000, best error:       841.40027 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 133.3584747314s, input_fired_time: 1.3635805845, output_fired_time: 1.1862175465, propagate_forward_time: 50.1357879639, propagate_backward_time: 77.7193756104, weight_update_time: 0.1452208757, other_time: 2.9535064697
epoch time: 10.7489767075s, input_fired_time: 0.1752457321, output_fired_time: 0.0000000000, propagate_forward_time: 10.0556755066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180559158
validation[          , genome  4487] predictions:    9741/  10000 (97.41%), best:    9728/10000 (97.28%), error:       853.80072, best error:       841.40027 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 133.9071502686s, input_fired_time: 1.3673752546, output_fired_time: 1.1879786253, propagate_forward_time: 50.3186111450, propagate_backward_time: 78.0323791504, weight_update_time: 0.1446241587, other_time: 3.0008163452
epoch time: 10.7923707962s, input_fired_time: 0.1777741313, output_fired_time: 0.0000000000, propagate_forward_time: 10.0721902847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424060822
validation[          , genome  4487] predictions:    9725/  10000 (97.25%), best:    9728/10000 (97.28%), error:       917.27582, best error:       841.40027 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.1222991943s, input_fired_time: 1.3681324720, output_fired_time: 1.1662071943, propagate_forward_time: 50.0564079285, propagate_backward_time: 77.4992523193, weight_update_time: 0.1432698518, other_time: 3.0322875977
epoch time: 10.9445877075s, input_fired_time: 0.1859692335, output_fired_time: 0.0000000000, propagate_forward_time: 10.1921558380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664625168
validation[          , genome  4487] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       976.78186, best error:       841.40027 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 133.5860595703s, input_fired_time: 1.3729459047, output_fired_time: 1.1782487631, propagate_forward_time: 50.2604751587, propagate_backward_time: 77.7535018921, weight_update_time: 0.1441913247, other_time: 3.0208892822
epoch time: 11.1065940857s, input_fired_time: 0.1808769256, output_fired_time: 0.0000000000, propagate_forward_time: 10.3626813889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630359650
validation[          , genome  4487] predictions:    9706/  10000 (97.06%), best:    9728/10000 (97.28%), error:       969.58600, best error:       841.40027 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.7911376953s, input_fired_time: 1.4092749357, output_fired_time: 1.1982897520, propagate_forward_time: 50.6729125977, propagate_backward_time: 78.4023513794, weight_update_time: 0.1457735300, other_time: 3.1083145142
epoch time: 11.2547054291s, input_fired_time: 0.1832222342, output_fired_time: 0.0000000000, propagate_forward_time: 10.4851541519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863294601
validation[          , genome  4487] predictions:    9734/  10000 (97.34%), best:    9728/10000 (97.28%), error:       868.75220, best error:       841.40027 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.9607086182s, input_fired_time: 1.3926668167, output_fired_time: 1.1795358658, propagate_forward_time: 50.7332611084, propagate_backward_time: 78.5690689087, weight_update_time: 0.1499236971, other_time: 3.0861740112
epoch time: 10.7204675674s, input_fired_time: 0.1770798713, output_fired_time: 0.0000000000, propagate_forward_time: 10.0036582947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397291183
validation[          , genome  4487] predictions:    9719/  10000 (97.19%), best:    9728/10000 (97.28%), error:       944.89063, best error:       841.40027 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 134.5457916260s, input_fired_time: 1.3746058941, output_fired_time: 1.1845234632, propagate_forward_time: 50.5816154480, propagate_backward_time: 78.3511276245, weight_update_time: 0.1492193788, other_time: 3.0539169312
epoch time: 10.6322908401s, input_fired_time: 0.1736123860, output_fired_time: 0.0000000000, propagate_forward_time: 9.9339656830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247125626
validation[          , genome  4487] predictions:    9721/  10000 (97.21%), best:    9728/10000 (97.28%), error:       911.21576, best error:       841.40027 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 134.0784606934s, input_fired_time: 1.3817940950, output_fired_time: 1.1806216240, propagate_forward_time: 50.4491195679, propagate_backward_time: 78.0458831787, weight_update_time: 0.1454180032, other_time: 3.0210494995
epoch time: 10.4146919250s, input_fired_time: 0.1723680943, output_fired_time: 0.0000000000, propagate_forward_time: 9.7352294922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070943832
validation[          , genome  4487] predictions:    9720/  10000 (97.20%), best:    9728/10000 (97.28%), error:       895.06921, best error:       841.40027 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 133.4341278076s, input_fired_time: 1.3558467627, output_fired_time: 1.1759306192, propagate_forward_time: 50.2208175659, propagate_backward_time: 77.6877746582, weight_update_time: 0.1441686302, other_time: 2.9937515259
epoch time: 10.6159133911s, input_fired_time: 0.1756578237, output_fired_time: 0.0000000000, propagate_forward_time: 9.9066019058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336532593
validation[          , genome  4487] predictions:    9698/  10000 (96.98%), best:    9728/10000 (97.28%), error:       988.83978, best error:       841.40027 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.0551300049s, input_fired_time: 1.4316638708, output_fired_time: 1.1789300442, propagate_forward_time: 51.0820922852, propagate_backward_time: 79.1362762451, weight_update_time: 0.1463012248, other_time: 3.2261657715
epoch time: 10.8775033951s, input_fired_time: 0.1789056510, output_fired_time: 0.0000000000, propagate_forward_time: 10.1555042267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430936813
validation[          , genome  4487] predictions:    9736/  10000 (97.36%), best:    9728/10000 (97.28%), error:       887.01025, best error:       841.40027 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 133.7419433594s, input_fired_time: 1.3711875677, output_fired_time: 1.1757769585, propagate_forward_time: 50.2961158752, propagate_backward_time: 77.8630294800, weight_update_time: 0.1493259072, other_time: 3.0358352661
epoch time: 10.8245677948s, input_fired_time: 0.1762920469, output_fired_time: 0.0000000000, propagate_forward_time: 10.1070346832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412406921
validation[          , genome  4487] predictions:    9731/  10000 (97.31%), best:    9728/10000 (97.28%), error:       889.62061, best error:       841.40027 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 134.2220458984s, input_fired_time: 1.3700149059, output_fired_time: 1.1869860888, propagate_forward_time: 50.5141525269, propagate_backward_time: 78.1387939453, weight_update_time: 0.1453626603, other_time: 3.0121078491
epoch time: 10.7843685150s, input_fired_time: 0.1758723408, output_fired_time: 0.0000000000, propagate_forward_time: 10.0910367966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174589157
validation[          , genome  4487] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       917.97906, best error:       841.40027 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 133.7756958008s, input_fired_time: 1.3715875149, output_fired_time: 1.1748511791, propagate_forward_time: 50.3267822266, propagate_backward_time: 77.8883132935, weight_update_time: 0.1447756141, other_time: 3.0141677856
epoch time: 10.7611150742s, input_fired_time: 0.1749137491, output_fired_time: 0.0000000000, propagate_forward_time: 10.0566539764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295476913
validation[          , genome  4487] predictions:    9736/  10000 (97.36%), best:    9728/10000 (97.28%), error:       897.96136, best error:       841.40027 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 135.2817077637s, input_fired_time: 1.3883188963, output_fired_time: 1.2093137503, propagate_forward_time: 50.8906745911, propagate_backward_time: 78.7006454468, weight_update_time: 0.1461949944, other_time: 3.0927505493
epoch time: 11.2402763367s, input_fired_time: 0.1887307763, output_fired_time: 0.0000000000, propagate_forward_time: 10.5099678040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415773392
validation[          , genome  4487] predictions:    9709/  10000 (97.09%), best:    9728/10000 (97.28%), error:       944.24811, best error:       841.40027 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 133.9111022949s, input_fired_time: 1.3935188055, output_fired_time: 1.1728341579, propagate_forward_time: 50.3292007446, propagate_backward_time: 77.9538040161, weight_update_time: 0.1503619999, other_time: 3.0617370605
epoch time: 10.7311267853s, input_fired_time: 0.1747454554, output_fired_time: 0.0000000000, propagate_forward_time: 10.0327568054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236244202
validation[          , genome  4487] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       959.49817, best error:       841.40027 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 133.8339538574s, input_fired_time: 1.3712085485, output_fired_time: 1.1804969311, propagate_forward_time: 50.3374862671, propagate_backward_time: 77.9488449097, weight_update_time: 0.1437497437, other_time: 2.9959106445
epoch time: 10.7678318024s, input_fired_time: 0.1748046726, output_fired_time: 0.0000000000, propagate_forward_time: 10.0674085617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256185532
validation[          , genome  4487] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       931.58105, best error:       841.40027 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 134.2224578857s, input_fired_time: 1.3838984966, output_fired_time: 1.1902396679, propagate_forward_time: 50.4360313416, propagate_backward_time: 78.1200103760, weight_update_time: 0.1473029554, other_time: 3.0922698975
epoch time: 10.8129281998s, input_fired_time: 0.1833651215, output_fired_time: 0.0000000000, propagate_forward_time: 10.0908002853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387630463
validation[          , genome  4487] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       908.18005, best error:       841.40027 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 133.4917297363s, input_fired_time: 1.3743388653, output_fired_time: 1.1714841127, propagate_forward_time: 50.2505950928, propagate_backward_time: 77.6996154785, weight_update_time: 0.1438283026, other_time: 2.9956970215
epoch time: 10.7738552094s, input_fired_time: 0.1758393198, output_fired_time: 0.0000000000, propagate_forward_time: 10.0771780014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208377838
validation[          , genome  4487] predictions:    9733/  10000 (97.33%), best:    9728/10000 (97.28%), error:       889.74304, best error:       841.40027 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 133.7234039307s, input_fired_time: 1.3661929369, output_fired_time: 1.1850955486, propagate_forward_time: 50.2868270874, propagate_backward_time: 77.9549942017, weight_update_time: 0.1436832845, other_time: 2.9302978516
epoch time: 10.8849601746s, input_fired_time: 0.1914382726, output_fired_time: 0.0000000000, propagate_forward_time: 10.1431627274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503587723
validation[          , genome  4487] predictions:    9673/  10000 (96.73%), best:    9728/10000 (97.28%), error:      1111.44946, best error:       841.40027 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 134.1389465332s, input_fired_time: 1.3878561258, output_fired_time: 1.1885628700, propagate_forward_time: 50.4391059875, propagate_backward_time: 78.0618515015, weight_update_time: 0.1487242281, other_time: 3.0615615845
epoch time: 10.8210668564s, input_fired_time: 0.1831549555, output_fired_time: 0.0000000000, propagate_forward_time: 10.0995779037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383338928
validation[          , genome  4487] predictions:    9654/  10000 (96.54%), best:    9728/10000 (97.28%), error:      1080.61865, best error:       841.40027 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.6557922363s, input_fired_time: 1.3818874359, output_fired_time: 1.1763072014, propagate_forward_time: 50.3016700745, propagate_backward_time: 77.8135528564, weight_update_time: 0.1440144479, other_time: 2.9823913574
epoch time: 10.7666549683s, input_fired_time: 0.1811235696, output_fired_time: 0.0000000000, propagate_forward_time: 10.0373888016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481424332
validation[          , genome  4487] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       959.33960, best error:       841.40027 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 135.1104278564s, input_fired_time: 1.3973453045, output_fired_time: 1.1880978346, propagate_forward_time: 50.8199043274, propagate_backward_time: 78.5943069458, weight_update_time: 0.1494586021, other_time: 3.1107864380
epoch time: 10.8125810623s, input_fired_time: 0.1794730276, output_fired_time: 0.0000000000, propagate_forward_time: 10.0821762085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509319305
validation[          , genome  4487] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       947.19049, best error:       841.40027 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.2257080078s, input_fired_time: 1.4090428352, output_fired_time: 1.1748427153, propagate_forward_time: 50.4596443176, propagate_backward_time: 78.1360397339, weight_update_time: 0.1448594481, other_time: 3.0461502075
epoch time: 10.7277059555s, input_fired_time: 0.1762546748, output_fired_time: 0.0000000000, propagate_forward_time: 10.0339031219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175485611
validation[          , genome  4487] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       972.78754, best error:       841.40027 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.6765136719s, input_fired_time: 1.4059646130, output_fired_time: 1.1686780453, propagate_forward_time: 50.5959243774, propagate_backward_time: 78.4072799683, weight_update_time: 0.1455272138, other_time: 3.0986785889
epoch time: 10.9137630463s, input_fired_time: 0.1863563061, output_fired_time: 0.0000000000, propagate_forward_time: 10.1870594025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403470993
validation[          , genome  4487] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       929.11505, best error:       841.40027 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 133.0890960693s, input_fired_time: 1.3737746477, output_fired_time: 1.1694234610, propagate_forward_time: 50.0904693604, propagate_backward_time: 77.4678268433, weight_update_time: 0.1445443481, other_time: 2.9876022339
epoch time: 10.7000074387s, input_fired_time: 0.1762625575, output_fired_time: 0.0000000000, propagate_forward_time: 10.0026493073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210952759
validation[          , genome  4487] predictions:    9738/  10000 (97.38%), best:    9728/10000 (97.28%), error:       882.74579, best error:       841.40027 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.6580963135s, input_fired_time: 1.3850142956, output_fired_time: 1.1655021906, propagate_forward_time: 50.2828826904, propagate_backward_time: 77.7811431885, weight_update_time: 0.1438741684, other_time: 3.0435638428
epoch time: 11.2991895676s, input_fired_time: 0.1899089813, output_fired_time: 0.0000000000, propagate_forward_time: 10.5210313797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882492065
validation[          , genome  4487] predictions:    9729/  10000 (97.29%), best:    9728/10000 (97.28%), error:       892.10736, best error:       841.40027 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 134.6002502441s, input_fired_time: 1.4125244617, output_fired_time: 1.1809885502, propagate_forward_time: 50.5265846252, propagate_backward_time: 78.3777618408, weight_update_time: 0.1502926648, other_time: 3.1024017334
epoch time: 10.5965070724s, input_fired_time: 0.1804453135, output_fired_time: 0.0000000000, propagate_forward_time: 9.8788681030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371932983
validation[          , genome  4487] predictions:    9735/  10000 (97.35%), best:    9728/10000 (97.28%), error:       851.73901, best error:       841.40027 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 134.4417572021s, input_fired_time: 1.4077515602, output_fired_time: 1.1801514626, propagate_forward_time: 50.4840736389, propagate_backward_time: 78.2416534424, weight_update_time: 0.1457385719, other_time: 3.1281433105
epoch time: 10.7511453629s, input_fired_time: 0.1785923094, output_fired_time: 0.0000000000, propagate_forward_time: 10.0516338348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209188461
validation[          , genome  4487] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       957.76630, best error:       841.40027 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: 54.7936859131s, input_fired_time: 0.8992166519, output_fired_time: 0.0000000000, propagate_forward_time: 51.0713005066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8231697083
best training[          , genome  4487] predictions:   49475/  50000 (98.95%), best:    9728/10000 (97.28%), error:      2044.10510, best error:       841.40027 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: 10.8593416214s, input_fired_time: 0.1795538664, output_fired_time: 0.0000000000, propagate_forward_time: 10.1406459808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391416550
   testing[          , genome  4487] predictions:    9770/  10000 (97.70%), best:    9728/10000 (97.28%), error:       732.21375, best error:       841.40027 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:03:18 (3736): called boinc_finish(0)

</stderr_txt>
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