Nameexact_genome_1512568488_45_3229_0
Workunit2587396
Created7 Dec 2017, 3:45:49 UTC
Sent7 Dec 2017, 3:48:31 UTC
Report deadline11 Dec 2017, 20:37:09 UTC
Received7 Dec 2017, 14:17:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 38 min 55 sec
CPU time2 hours 33 min 30 sec
Validate stateValid
Credit1,175.11
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.68 MB
Peak swap size157.01 MB
Peak disk usage1.59 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0.1040817276, output_fired_time: 0.0000000000, propagate_forward_time: 6.1937136650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875450134
validation[          , genome  3229] predictions:    9542/  10000 (95.42%), best:    9570/10000 (95.70%), error:      1580.92261, best error:      1557.56641 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.2762680054s, input_fired_time: 0.8483656049, output_fired_time: 0.7539326549, propagate_forward_time: 35.6509857178, propagate_backward_time: 52.0934028625, weight_update_time: 0.1477888077, other_time: 2.9295845032
epoch time: 6.7955780029s, input_fired_time: 0.1028672904, output_fired_time: 0.0000000000, propagate_forward_time: 6.2111029625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816079140
validation[          , genome  3229] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1520.32397, best error:      1520.32397 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.7227554321s, input_fired_time: 0.8164687753, output_fired_time: 0.7153906822, propagate_forward_time: 32.1610336304, propagate_backward_time: 50.1972084045, weight_update_time: 0.1242687330, other_time: 3.8326530457
epoch time: 8.0621385574s, input_fired_time: 0.1064904630, output_fired_time: 0.0000000000, propagate_forward_time: 6.4461960793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5094518661
validation[          , genome  3229] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1437.45972, best error:      1437.45972 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.3508987427s, input_fired_time: 0.8121106625, output_fired_time: 0.7139381170, propagate_forward_time: 31.0699634552, propagate_backward_time: 51.9960250854, weight_update_time: 0.1236535162, other_time: 2.7588653564
epoch time: 8.3945541382s, input_fired_time: 0.1101821139, output_fired_time: 0.0000000000, propagate_forward_time: 7.7663803101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179920197
validation[          , genome  3229] predictions:    9576/  10000 (95.76%), best:    9595/10000 (95.95%), error:      1502.64038, best error:      1437.45972 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.1565322876s, input_fired_time: 0.8656941652, output_fired_time: 0.7280831337, propagate_forward_time: 33.4964294434, propagate_backward_time: 53.2516593933, weight_update_time: 0.1250316650, other_time: 2.8146705627
epoch time: 8.0460987091s, input_fired_time: 0.1071184203, output_fired_time: 0.0000000000, propagate_forward_time: 7.4375405312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014395714
validation[          , genome  3229] predictions:    9564/  10000 (95.64%), best:    9595/10000 (95.95%), error:      1535.59839, best error:      1437.45972 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.0070266724s, input_fired_time: 0.8125528097, output_fired_time: 0.7181454897, propagate_forward_time: 32.2875213623, propagate_backward_time: 51.4478149414, weight_update_time: 0.1243049502, other_time: 2.7409896851
epoch time: 6.8115482330s, input_fired_time: 0.1029357016, output_fired_time: 0.0000000000, propagate_forward_time: 6.2304983139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781141281
validation[          , genome  3229] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1436.17920, best error:      1436.17920 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.1045303345s, input_fired_time: 0.8197454810, output_fired_time: 0.7137782574, propagate_forward_time: 32.4110984802, propagate_backward_time: 52.3784141541, weight_update_time: 0.1252466589, other_time: 2.7814941406
epoch time: 6.6039199829s, input_fired_time: 0.1034532040, output_fired_time: 0.0000000000, propagate_forward_time: 6.0188093185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816575050
validation[          , genome  3229] predictions:    9592/  10000 (95.92%), best:    9602/10000 (96.02%), error:      1446.62952, best error:      1436.17920 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.3574523926s, input_fired_time: 0.8216003776, output_fired_time: 0.7335972786, propagate_forward_time: 34.3722381592, propagate_backward_time: 50.6457061768, weight_update_time: 0.1248938069, other_time: 2.7843093872
epoch time: 6.7230639458s, input_fired_time: 0.1037518159, output_fired_time: 0.0000000000, propagate_forward_time: 6.1387801170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805321693
validation[          , genome  3229] predictions:    9582/  10000 (95.82%), best:    9602/10000 (96.02%), error:      1501.97095, best error:      1436.17920 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.5782470703s, input_fired_time: 0.8121013641, output_fired_time: 0.7144637108, propagate_forward_time: 31.0454139709, propagate_backward_time: 52.2459602356, weight_update_time: 0.1240796149, other_time: 2.7603073120
epoch time: 8.0329217911s, input_fired_time: 0.1066844836, output_fired_time: 0.0000000000, propagate_forward_time: 7.4204454422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057916641
validation[          , genome  3229] predictions:    9599/  10000 (95.99%), best:    9602/10000 (96.02%), error:      1470.30725, best error:      1436.17920 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.5865478516s, input_fired_time: 0.8139061332, output_fired_time: 0.7045792341, propagate_forward_time: 31.6530818939, propagate_backward_time: 50.6953277588, weight_update_time: 0.1218443736, other_time: 2.7196502686
epoch time: 8.0444173813s, input_fired_time: 0.1078920811, output_fired_time: 0.0000000000, propagate_forward_time: 6.4143719673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5221533775
validation[          , genome  3229] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1394.58459, best error:      1394.58459 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 87.7864685059s, input_fired_time: 0.8156788349, output_fired_time: 0.7299246192, propagate_forward_time: 32.2002677917, propagate_backward_time: 51.2775039673, weight_update_time: 0.1240883842, other_time: 2.7630882263
epoch time: 6.8359928131s, input_fired_time: 0.1048807204, output_fired_time: 0.0000000000, propagate_forward_time: 6.2334952354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976167679
validation[          , genome  3229] predictions:    9567/  10000 (95.67%), best:    9606/10000 (96.06%), error:      1495.59131, best error:      1394.58459 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.4365844727s, input_fired_time: 0.8219455481, output_fired_time: 0.7214362621, propagate_forward_time: 32.3986968994, propagate_backward_time: 52.7061920166, weight_update_time: 0.1258423775, other_time: 2.7883148193
epoch time: 6.7598257065s, input_fired_time: 0.1049095541, output_fired_time: 0.0000000000, propagate_forward_time: 6.1674656868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874505997
validation[          , genome  3229] predictions:    9558/  10000 (95.58%), best:    9606/10000 (96.06%), error:      1548.73999, best error:      1394.58459 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.0367279053s, input_fired_time: 0.8188143969, output_fired_time: 0.7168786526, propagate_forward_time: 33.3118934631, propagate_backward_time: 50.4050216675, weight_update_time: 0.1247726679, other_time: 3.7841148376
epoch time: 9.1447210312s, input_fired_time: 0.1257641912, output_fired_time: 0.0000000000, propagate_forward_time: 8.4212512970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977058411
validation[          , genome  3229] predictions:    9603/  10000 (96.03%), best:    9606/10000 (96.06%), error:      1405.14575, best error:      1394.58459 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.2019348145s, input_fired_time: 0.8545868397, output_fired_time: 0.7626540065, propagate_forward_time: 34.4344253540, propagate_backward_time: 53.2073974609, weight_update_time: 0.1396604925, other_time: 2.9428710938
epoch time: 6.6761751175s, input_fired_time: 0.1019934863, output_fired_time: 0.0000000000, propagate_forward_time: 6.0911526680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830288887
validation[          , genome  3229] predictions:    9571/  10000 (95.71%), best:    9606/10000 (96.06%), error:      1502.25867, best error:      1394.58459 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.8846969604s, input_fired_time: 0.8209837675, output_fired_time: 0.7164586782, propagate_forward_time: 33.2391242981, propagate_backward_time: 51.3326950073, weight_update_time: 0.1245483607, other_time: 2.7754325867
epoch time: 6.8609471321s, input_fired_time: 0.1061660051, output_fired_time: 0.0000000000, propagate_forward_time: 6.2642707825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905104637
validation[          , genome  3229] predictions:    9605/  10000 (96.05%), best:    9606/10000 (96.06%), error:      1450.67041, best error:      1394.58459 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.1256027222s, input_fired_time: 0.8198041320, output_fired_time: 0.7177188396, propagate_forward_time: 32.2993125916, propagate_backward_time: 51.5115242004, weight_update_time: 0.1249872223, other_time: 2.7772445679
epoch time: 8.0415325165s, input_fired_time: 0.1094085127, output_fired_time: 0.0000000000, propagate_forward_time: 7.4228401184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092840195
validation[          , genome  3229] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1353.50720, best error:      1353.50720 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.0062866211s, input_fired_time: 0.8598635197, output_fired_time: 1.7529821396, propagate_forward_time: 35.4307060242, propagate_backward_time: 53.0267715454, weight_update_time: 0.1251802146, other_time: 2.9359626770
epoch time: 7.7015032768s, input_fired_time: 0.1046338975, output_fired_time: 0.0000000000, propagate_forward_time: 7.1004757881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963936806
validation[          , genome  3229] predictions:    9510/  10000 (95.10%), best:    9609/10000 (96.09%), error:      1659.50574, best error:      1353.50720 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 87.6479187012s, input_fired_time: 0.8198757172, output_fired_time: 0.7161221504, propagate_forward_time: 32.1716880798, propagate_backward_time: 51.1578025818, weight_update_time: 0.1250096709, other_time: 2.7824249268
epoch time: 8.1024780273s, input_fired_time: 0.1090605184, output_fired_time: 0.0000000000, propagate_forward_time: 7.4845180511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088996887
validation[          , genome  3229] predictions:    9600/  10000 (96.00%), best:    9609/10000 (96.09%), error:      1452.99683, best error:      1353.50720 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.6073532104s, input_fired_time: 0.8447017670, output_fired_time: 0.7312121987, propagate_forward_time: 34.7554321289, propagate_backward_time: 52.4576225281, weight_update_time: 0.1241241619, other_time: 2.8183860779
epoch time: 8.0801162720s, input_fired_time: 0.1095096841, output_fired_time: 0.0000000000, propagate_forward_time: 7.4619822502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086245537
validation[          , genome  3229] predictions:    9587/  10000 (95.87%), best:    9609/10000 (96.09%), error:      1434.37207, best error:      1353.50720 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.0636825562s, input_fired_time: 0.8223764300, output_fired_time: 0.7185077667, propagate_forward_time: 33.3837242126, propagate_backward_time: 50.3635406494, weight_update_time: 0.1245674565, other_time: 2.7755317688
epoch time: 6.6887574196s, input_fired_time: 0.1383989602, output_fired_time: 0.0000000000, propagate_forward_time: 6.0596346855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907236099
validation[          , genome  3229] predictions:    9629/  10000 (96.29%), best:    9609/10000 (96.09%), error:      1354.94458, best error:      1353.50720 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.9919891357s, input_fired_time: 0.8247227669, output_fired_time: 0.7199122906, propagate_forward_time: 32.3231925964, propagate_backward_time: 51.3309860229, weight_update_time: 0.1254294217, other_time: 2.7931785583
epoch time: 6.7801012993s, input_fired_time: 0.1043240950, output_fired_time: 0.0000000000, propagate_forward_time: 6.1880593300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877181053
validation[          , genome  3229] predictions:    9602/  10000 (96.02%), best:    9609/10000 (96.09%), error:      1373.77148, best error:      1353.50720 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.0378189087s, input_fired_time: 0.8240931630, output_fired_time: 0.7204346061, propagate_forward_time: 34.3245544434, propagate_backward_time: 50.3791465759, weight_update_time: 0.1251410693, other_time: 2.7895851135
epoch time: 6.6292901039s, input_fired_time: 0.1013738438, output_fired_time: 0.0000000000, propagate_forward_time: 6.0334501266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944663048
validation[          , genome  3229] predictions:    9607/  10000 (96.07%), best:    9609/10000 (96.09%), error:      1374.38501, best error:      1353.50720 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 87.4289932251s, input_fired_time: 1.8240424395, output_fired_time: 0.7162636518, propagate_forward_time: 33.0277252197, propagate_backward_time: 49.1038970947, weight_update_time: 0.1236061975, other_time: 2.7570648193
epoch time: 8.1867837906s, input_fired_time: 0.1102158278, output_fired_time: 0.0000000000, propagate_forward_time: 7.5662226677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103449821
validation[          , genome  3229] predictions:    9609/  10000 (96.09%), best:    9609/10000 (96.09%), error:      1391.65332, best error:      1353.50720 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.9225997925s, input_fired_time: 0.8138430119, output_fired_time: 0.7113148570, propagate_forward_time: 32.8350410461, propagate_backward_time: 49.8328590393, weight_update_time: 0.1221155897, other_time: 2.7295455933
epoch time: 7.9380116463s, input_fired_time: 0.1089158803, output_fired_time: 0.0000000000, propagate_forward_time: 7.3245940208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045018196
validation[          , genome  3229] predictions:    9586/  10000 (95.86%), best:    9609/10000 (96.09%), error:      1506.58337, best error:      1353.50720 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.2009429932s, input_fired_time: 0.8200000525, output_fired_time: 0.7213176489, propagate_forward_time: 31.3436756134, propagate_backward_time: 52.5195846558, weight_update_time: 0.1250766069, other_time: 2.7963638306
epoch time: 6.7789292336s, input_fired_time: 0.1033452377, output_fired_time: 0.0000000000, propagate_forward_time: 6.1897449493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858388901
validation[          , genome  3229] predictions:    9616/  10000 (96.16%), best:    9609/10000 (96.09%), error:      1381.98486, best error:      1353.50720 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.3848266602s, input_fired_time: 0.8243835568, output_fired_time: 0.7229816914, propagate_forward_time: 34.4219436646, propagate_backward_time: 50.6390342712, weight_update_time: 0.1249519065, other_time: 2.7764778137
epoch time: 6.7135429382s, input_fired_time: 0.1024176627, output_fired_time: 0.0000000000, propagate_forward_time: 6.1352481842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758772850
validation[          , genome  3229] predictions:    9621/  10000 (96.21%), best:    9609/10000 (96.09%), error:      1379.24927, best error:      1353.50720 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.1863937378s, input_fired_time: 0.8241039515, output_fired_time: 0.7234288454, propagate_forward_time: 32.3802375793, propagate_backward_time: 51.4574203491, weight_update_time: 0.1256450117, other_time: 3.8012046814
epoch time: 6.7849373817s, input_fired_time: 0.1048196331, output_fired_time: 0.0000000000, propagate_forward_time: 6.1939749718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861426353
validation[          , genome  3229] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1317.10645, best error:      1317.10645 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.5830841064s, input_fired_time: 0.8188521266, output_fired_time: 1.7237942219, propagate_forward_time: 32.1460990906, propagate_backward_time: 50.1432571411, weight_update_time: 0.1236109585, other_time: 2.7510795593
epoch time: 8.1650381088s, input_fired_time: 0.1105613634, output_fired_time: 0.0000000000, propagate_forward_time: 7.5427060127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117707253
validation[          , genome  3229] predictions:    9623/  10000 (96.23%), best:    9644/10000 (96.44%), error:      1333.27979, best error:      1317.10645 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.7706832886s, input_fired_time: 0.8216444254, output_fired_time: 0.7143695951, propagate_forward_time: 33.2171936035, propagate_backward_time: 50.2393417358, weight_update_time: 0.1246304363, other_time: 2.7781295776
epoch time: 8.1201210022s, input_fired_time: 0.1096323207, output_fired_time: 0.0000000000, propagate_forward_time: 7.5064821243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040063858
validation[          , genome  3229] predictions:    9592/  10000 (95.92%), best:    9644/10000 (96.44%), error:      1492.89697, best error:      1317.10645 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 87.6818847656s, input_fired_time: 0.8189408183, output_fired_time: 0.7196519375, propagate_forward_time: 33.1142120361, propagate_backward_time: 50.2880439758, weight_update_time: 0.1242995113, other_time: 2.7410392761
epoch time: 6.7673587799s, input_fired_time: 0.1047908142, output_fired_time: 0.0000000000, propagate_forward_time: 6.1754846573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870834351
validation[          , genome  3229] predictions:    9626/  10000 (96.26%), best:    9644/10000 (96.44%), error:      1330.87292, best error:      1317.10645 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.1799240112s, input_fired_time: 0.8183112144, output_fired_time: 0.7531400919, propagate_forward_time: 31.8860492706, propagate_backward_time: 51.9683341980, weight_update_time: 0.1238645986, other_time: 2.7540855408
epoch time: 6.6722049713s, input_fired_time: 0.1036946401, output_fired_time: 0.0000000000, propagate_forward_time: 6.0864758492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820346832
validation[          , genome  3229] predictions:    9583/  10000 (95.83%), best:    9644/10000 (96.44%), error:      1370.84399, best error:      1317.10645 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.4202728271s, input_fired_time: 0.8181378841, output_fired_time: 1.7207109928, propagate_forward_time: 33.0382347107, propagate_backward_time: 50.0952262878, weight_update_time: 0.1234301627, other_time: 2.7479629517
epoch time: 6.7638912201s, input_fired_time: 0.1045127288, output_fired_time: 0.0000000000, propagate_forward_time: 6.1720042229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873743057
validation[          , genome  3229] predictions:    9614/  10000 (96.14%), best:    9644/10000 (96.44%), error:      1405.90710, best error:      1317.10645 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.3431320190s, input_fired_time: 0.8938084245, output_fired_time: 0.8289194107, propagate_forward_time: 37.9855384827, propagate_backward_time: 54.6146926880, weight_update_time: 0.1348397583, other_time: 3.0201759338
epoch time: 6.6172819138s, input_fired_time: 0.1019304618, output_fired_time: 0.0000000000, propagate_forward_time: 6.0374469757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779043198
validation[          , genome  3229] predictions:    9559/  10000 (95.59%), best:    9644/10000 (96.44%), error:      1569.79712, best error:      1317.10645 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 89.0598297119s, input_fired_time: 0.8264415860, output_fired_time: 0.7159065008, propagate_forward_time: 33.3177070618, propagate_backward_time: 51.3934440613, weight_update_time: 0.1252138764, other_time: 2.8063354492
epoch time: 6.7046751976s, input_fired_time: 0.1041197777, output_fired_time: 0.0000000000, propagate_forward_time: 6.1142973900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862580299
validation[          , genome  3229] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1276.63037, best error:      1276.63037 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 87.8021240234s, input_fired_time: 0.8196612597, output_fired_time: 0.7171869874, propagate_forward_time: 33.2527656555, propagate_backward_time: 50.2340354919, weight_update_time: 0.1237844899, other_time: 2.7784729004
epoch time: 8.0520009995s, input_fired_time: 0.1095848903, output_fired_time: 0.0000000000, propagate_forward_time: 7.4392337799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031824112
validation[          , genome  3229] predictions:    9615/  10000 (96.15%), best:    9637/10000 (96.37%), error:      1349.67651, best error:      1276.63037 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.7828979492s, input_fired_time: 0.8229460716, output_fired_time: 0.7171927691, propagate_forward_time: 31.1587982178, propagate_backward_time: 52.3029632568, weight_update_time: 0.1250937432, other_time: 2.7809982300
epoch time: 8.0774879456s, input_fired_time: 0.1089559346, output_fired_time: 0.0000000000, propagate_forward_time: 7.4630599022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054721832
validation[          , genome  3229] predictions:    9551/  10000 (95.51%), best:    9637/10000 (96.37%), error:      1623.39124, best error:      1276.63037 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 88.0411148071s, input_fired_time: 0.8228674531, output_fired_time: 0.7194714546, propagate_forward_time: 32.2635231018, propagate_backward_time: 51.4587173462, weight_update_time: 0.1244897023, other_time: 2.7765312195
epoch time: 6.7947974205s, input_fired_time: 0.1043255255, output_fired_time: 0.0000000000, propagate_forward_time: 6.2124481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780240059
validation[          , genome  3229] predictions:    9574/  10000 (95.74%), best:    9637/10000 (96.37%), error:      1487.50671, best error:      1276.63037 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.0830688477s, input_fired_time: 0.8255856037, output_fired_time: 1.7277603149, propagate_forward_time: 32.2983207703, propagate_backward_time: 51.4686164856, weight_update_time: 0.1241827458, other_time: 2.7627868652
epoch time: 6.7897453308s, input_fired_time: 0.1053244621, output_fired_time: 0.0000000000, propagate_forward_time: 6.1961255074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882955551
validation[          , genome  3229] predictions:    9642/  10000 (96.42%), best:    9637/10000 (96.37%), error:      1311.38843, best error:      1276.63037 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.8702621460s, input_fired_time: 0.8588429093, output_fired_time: 0.7299139500, propagate_forward_time: 33.6997299194, propagate_backward_time: 54.6957206726, weight_update_time: 0.1332846880, other_time: 2.8860588074
epoch time: 6.4397234917s, input_fired_time: 0.0996594429, output_fired_time: 0.0000000000, propagate_forward_time: 5.8802652359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597988129
validation[          , genome  3229] predictions:    9561/  10000 (95.61%), best:    9637/10000 (96.37%), error:      1543.73901, best error:      1276.63037 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.2965393066s, input_fired_time: 0.8218265772, output_fired_time: 0.7197957039, propagate_forward_time: 33.3504981995, propagate_backward_time: 51.6460342407, weight_update_time: 0.1244691089, other_time: 2.7583885193
epoch time: 11.7638921738s, input_fired_time: 0.1605442762, output_fired_time: 0.0000000000, propagate_forward_time: 10.8123636246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7909841537
validation[          , genome  3229] predictions:    9575/  10000 (95.75%), best:    9637/10000 (96.37%), error:      1452.20972, best error:      1276.63037 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 96.6809768677s, input_fired_time: 0.9118239880, output_fired_time: 0.7797427177, propagate_forward_time: 35.2889213562, propagate_backward_time: 56.7283744812, weight_update_time: 0.1372880340, other_time: 2.9721145630
epoch time: 6.6296453476s, input_fired_time: 0.1031429023, output_fired_time: 0.0000000000, propagate_forward_time: 6.0462679863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802346230
validation[          , genome  3229] predictions:    9598/  10000 (95.98%), best:    9637/10000 (96.37%), error:      1457.32556, best error:      1276.63037 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 87.7030410767s, input_fired_time: 0.8242474198, output_fired_time: 0.7203714252, propagate_forward_time: 33.1439666748, propagate_backward_time: 50.2421188354, weight_update_time: 0.1246318892, other_time: 2.7723312378
epoch time: 6.7319693565s, input_fired_time: 0.1051748842, output_fired_time: 0.0000000000, propagate_forward_time: 6.1456217766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811725616
validation[          , genome  3229] predictions:    9640/  10000 (96.40%), best:    9637/10000 (96.37%), error:      1306.11401, best error:      1276.63037 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.1363754272s, input_fired_time: 0.8277730942, output_fired_time: 0.7251378894, propagate_forward_time: 31.3040370941, propagate_backward_time: 53.5087738037, weight_update_time: 0.1245561317, other_time: 2.7706527710
epoch time: 6.7570500374s, input_fired_time: 0.1052008271, output_fired_time: 0.0000000000, propagate_forward_time: 6.1586017609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932475090
validation[          , genome  3229] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1255.81787, best error:      1255.81787 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 89.5997619629s, input_fired_time: 0.8430214524, output_fired_time: 0.7227246761, propagate_forward_time: 34.4288825989, propagate_backward_time: 50.8033180237, weight_update_time: 0.1259268820, other_time: 2.8018112183
epoch time: 11.4231863022s, input_fired_time: 0.1810543984, output_fired_time: 0.0000000000, propagate_forward_time: 10.4322738647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8098583221
validation[          , genome  3229] predictions:    9601/  10000 (96.01%), best:    9647/10000 (96.47%), error:      1374.32214, best error:      1255.81787 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.0851364136s, input_fired_time: 0.8979956508, output_fired_time: 0.7719098330, propagate_forward_time: 35.2778244019, propagate_backward_time: 54.1990509033, weight_update_time: 0.1250096112, other_time: 2.9383544922
epoch time: 6.7709708214s, input_fired_time: 0.1053850576, output_fired_time: 0.0000000000, propagate_forward_time: 6.1797599792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858260155
validation[          , genome  3229] predictions:    9644/  10000 (96.44%), best:    9647/10000 (96.47%), error:      1307.04773, best error:      1255.81787 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.6183166504s, input_fired_time: 0.9806751013, output_fired_time: 0.7831410170, propagate_forward_time: 37.0118217468, propagate_backward_time: 53.8370399475, weight_update_time: 0.1355587542, other_time: 3.0056381226
epoch time: 7.9058389664s, input_fired_time: 0.1178077161, output_fired_time: 0.0000000000, propagate_forward_time: 7.2268657684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611653328
validation[          , genome  3229] predictions:    9642/  10000 (96.42%), best:    9647/10000 (96.47%), error:      1266.88123, best error:      1255.81787 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.3440017700s, input_fired_time: 1.8431394100, output_fired_time: 0.7206765413, propagate_forward_time: 33.3556632996, propagate_backward_time: 50.6351623535, weight_update_time: 0.1250678599, other_time: 2.7893562317
epoch time: 6.8297886848s, input_fired_time: 0.1054348946, output_fired_time: 0.0000000000, propagate_forward_time: 6.2373142242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870395660
validation[          , genome  3229] predictions:    9582/  10000 (95.82%), best:    9647/10000 (96.47%), error:      1421.93665, best error:      1255.81787 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 97.3895874023s, input_fired_time: 0.9016978741, output_fired_time: 0.7455679178, propagate_forward_time: 35.2203903198, propagate_backward_time: 57.4929695129, weight_update_time: 0.1486819685, other_time: 3.0289649963
epoch time: 10.9840354919s, input_fired_time: 0.1731370389, output_fired_time: 0.0000000000, propagate_forward_time: 10.0870456696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238531113
validation[          , genome  3229] predictions:    9602/  10000 (96.02%), best:    9647/10000 (96.47%), error:      1361.41541, best error:      1255.81787 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 101.5197906494s, input_fired_time: 0.8781810999, output_fired_time: 0.8151963949, propagate_forward_time: 39.0726585388, propagate_backward_time: 57.6944770813, weight_update_time: 0.1506424397, other_time: 3.0592803955
epoch time: 13.1588668823s, input_fired_time: 0.1893749982, output_fired_time: 0.0000000000, propagate_forward_time: 12.1472024918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8222894669
validation[          , genome  3229] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1255.67334, best error:      1255.67334 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.4610137939s, input_fired_time: 0.8716550469, output_fired_time: 0.7558603287, propagate_forward_time: 33.7364768982, propagate_backward_time: 56.2256126404, weight_update_time: 0.1318911463, other_time: 2.8714065552
epoch time: 8.0257358551s, input_fired_time: 0.1102905944, output_fired_time: 0.0000000000, propagate_forward_time: 6.4025545120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5128908157
validation[          , genome  3229] predictions:    9608/  10000 (96.08%), best:    9656/10000 (96.56%), error:      1383.04419, best error:      1255.67334 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.5839920044s, input_fired_time: 0.8250331879, output_fired_time: 0.7171607018, propagate_forward_time: 32.1557731628, propagate_backward_time: 51.1325798035, weight_update_time: 0.1242912710, other_time: 2.7534408569
epoch time: 6.5255312920s, input_fired_time: 0.1022954881, output_fired_time: 0.0000000000, propagate_forward_time: 5.9565114975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667243958
validation[          , genome  3229] predictions:    9629/  10000 (96.29%), best:    9656/10000 (96.56%), error:      1331.84790, best error:      1255.67334 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 88.6737518311s, input_fired_time: 0.8241208792, output_fired_time: 1.7272585630, propagate_forward_time: 32.0634117126, propagate_backward_time: 51.3140792847, weight_update_time: 0.1243923381, other_time: 2.7448844910
epoch time: 6.7937102318s, input_fired_time: 0.1052076221, output_fired_time: 0.0000000000, propagate_forward_time: 6.2043743134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841284752
validation[          , genome  3229] predictions:    9586/  10000 (95.86%), best:    9656/10000 (96.56%), error:      1441.27612, best error:      1255.67334 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 90.0206604004s, input_fired_time: 0.8447833657, output_fired_time: 0.7255116105, propagate_forward_time: 33.4954719543, propagate_backward_time: 52.1541252136, weight_update_time: 0.1247853115, other_time: 2.8007736206
epoch time: 6.9512572289s, input_fired_time: 0.1062304899, output_fired_time: 0.0000000000, propagate_forward_time: 6.3682599068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767670631
validation[          , genome  3229] predictions:    9615/  10000 (96.15%), best:    9656/10000 (96.56%), error:      1360.99402, best error:      1255.67334 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 93.7868728638s, input_fired_time: 0.8751166463, output_fired_time: 0.7960217595, propagate_forward_time: 36.1849479675, propagate_backward_time: 51.9721755981, weight_update_time: 0.1259548217, other_time: 3.9586143494
epoch time: 6.6577162743s, input_fired_time: 0.1057305783, output_fired_time: 0.0000000000, propagate_forward_time: 6.0673532486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846324921
validation[          , genome  3229] predictions:    9607/  10000 (96.07%), best:    9656/10000 (96.56%), error:      1400.85449, best error:      1255.67334 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 98.3710708618s, input_fired_time: 1.9394692183, output_fired_time: 0.8093522191, propagate_forward_time: 34.8129539490, propagate_backward_time: 57.7316474915, weight_update_time: 0.1396778077, other_time: 3.0776519775
epoch time: 6.7596931458s, input_fired_time: 0.1063233688, output_fired_time: 0.0000000000, propagate_forward_time: 6.1686635017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847064018
validation[          , genome  3229] predictions:    9569/  10000 (95.69%), best:    9656/10000 (96.56%), error:      1446.31409, best error:      1255.67334 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.8218078613s, input_fired_time: 0.8286145926, output_fired_time: 0.7172242403, propagate_forward_time: 33.3952140808, propagate_backward_time: 51.0933647156, weight_update_time: 0.1242422983, other_time: 2.7873916626
epoch time: 6.7888555527s, input_fired_time: 0.1072259322, output_fired_time: 0.0000000000, propagate_forward_time: 6.1928620338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887676239
validation[          , genome  3229] predictions:    9587/  10000 (95.87%), best:    9656/10000 (96.56%), error:      1443.90393, best error:      1255.67334 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.1237564087s, input_fired_time: 0.8273921609, output_fired_time: 0.7197485566, propagate_forward_time: 32.2611198425, propagate_backward_time: 52.5384063721, weight_update_time: 0.1245879307, other_time: 2.7770881653
epoch time: 6.7111072540s, input_fired_time: 0.1049476266, output_fired_time: 0.0000000000, propagate_forward_time: 6.1212120056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849476814
validation[          , genome  3229] predictions:    9621/  10000 (96.21%), best:    9656/10000 (96.56%), error:      1310.70215, best error:      1255.67334 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 87.8099670410s, input_fired_time: 0.8293541074, output_fired_time: 0.7158262730, propagate_forward_time: 31.1868057251, propagate_backward_time: 52.2947692871, weight_update_time: 0.1247100756, other_time: 2.7832107544
epoch time: 8.2954540253s, input_fired_time: 0.1083661020, output_fired_time: 0.0000000000, propagate_forward_time: 7.6715412140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155467987
validation[          , genome  3229] predictions:    9613/  10000 (96.13%), best:    9656/10000 (96.56%), error:      1348.10608, best error:      1255.67334 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.7650222778s, input_fired_time: 0.8804502487, output_fired_time: 0.7743923068, propagate_forward_time: 36.1774864197, propagate_backward_time: 53.0847434998, weight_update_time: 0.1282605380, other_time: 2.8479537964
epoch time: 6.6491298676s, input_fired_time: 0.1052100807, output_fired_time: 0.0000000000, propagate_forward_time: 6.0608940125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830255508
validation[          , genome  3229] predictions:    9618/  10000 (96.18%), best:    9656/10000 (96.56%), error:      1346.52515, best error:      1255.67334 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.0929412842s, input_fired_time: 0.8301582336, output_fired_time: 0.7209379673, propagate_forward_time: 34.3552551270, propagate_backward_time: 49.4184226990, weight_update_time: 0.1243670210, other_time: 2.7681694031
epoch time: 7.9045701027s, input_fired_time: 0.1087648720, output_fired_time: 0.0000000000, propagate_forward_time: 7.2971320152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986734390
validation[          , genome  3229] predictions:    9631/  10000 (96.31%), best:    9656/10000 (96.56%), error:      1301.95435, best error:      1255.67334 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 87.7590332031s, input_fired_time: 0.8297356367, output_fired_time: 0.7180584073, propagate_forward_time: 31.1234970093, propagate_backward_time: 52.3057670593, weight_update_time: 0.1252276301, other_time: 2.7819786072
epoch time: 8.0339784622s, input_fired_time: 0.1102886274, output_fired_time: 0.0000000000, propagate_forward_time: 7.4222016335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014882088
validation[          , genome  3229] predictions:    9633/  10000 (96.33%), best:    9656/10000 (96.56%), error:      1350.77002, best error:      1255.67334 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.8330764771s, input_fired_time: 0.8368436098, output_fired_time: 0.7293375731, propagate_forward_time: 33.8697052002, propagate_backward_time: 52.5534133911, weight_update_time: 0.1333947182, other_time: 2.8437728882
epoch time: 8.4260978699s, input_fired_time: 0.1142197177, output_fired_time: 0.0000000000, propagate_forward_time: 7.7832965851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285816193
validation[          , genome  3229] predictions:    9635/  10000 (96.35%), best:    9656/10000 (96.56%), error:      1314.65466, best error:      1255.67334 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.6600112915s, input_fired_time: 0.8396057487, output_fired_time: 0.7305305600, propagate_forward_time: 31.5132541656, propagate_backward_time: 52.8147430420, weight_update_time: 0.1258155853, other_time: 2.7618789673
epoch time: 6.7551045418s, input_fired_time: 0.1076775417, output_fired_time: 0.0000000000, propagate_forward_time: 6.1566548347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907722473
validation[          , genome  3229] predictions:    9611/  10000 (96.11%), best:    9656/10000 (96.56%), error:      1355.08264, best error:      1255.67334 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 98.3077545166s, input_fired_time: 0.9087125063, output_fired_time: 0.7920037508, propagate_forward_time: 34.4702072144, propagate_backward_time: 59.1277732849, weight_update_time: 0.1351123303, other_time: 3.0090522766
epoch time: 8.0124483109s, input_fired_time: 0.1095785350, output_fired_time: 0.0000000000, propagate_forward_time: 7.4025778770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002918243
validation[          , genome  3229] predictions:    9642/  10000 (96.42%), best:    9656/10000 (96.56%), error:      1305.17542, best error:      1255.67334 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.8726348877s, input_fired_time: 0.8275181651, output_fired_time: 0.7146680355, propagate_forward_time: 33.2589836121, propagate_backward_time: 50.3140068054, weight_update_time: 0.1236872226, other_time: 2.7574615479
epoch time: 6.7729468346s, input_fired_time: 0.1064225808, output_fired_time: 0.0000000000, propagate_forward_time: 6.1755223274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910020828
validation[          , genome  3229] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1244.66687, best error:      1244.66687 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 96.3994827271s, input_fired_time: 0.8728529811, output_fired_time: 0.8060424924, propagate_forward_time: 35.1577873230, propagate_backward_time: 56.5463256836, weight_update_time: 0.1489365548, other_time: 3.0164680481
epoch time: 8.0679636002s, input_fired_time: 0.1106653884, output_fired_time: 0.0000000000, propagate_forward_time: 7.4529023170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043959618
validation[          , genome  3229] predictions:    9637/  10000 (96.37%), best:    9645/10000 (96.45%), error:      1290.49438, best error:      1244.66687 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 87.8331604004s, input_fired_time: 0.8299400210, output_fired_time: 0.7151746154, propagate_forward_time: 32.1201782227, propagate_backward_time: 51.4221611023, weight_update_time: 0.1234971434, other_time: 2.7457084656
epoch time: 8.0620355606s, input_fired_time: 0.1111531556, output_fired_time: 0.0000000000, propagate_forward_time: 6.4374909401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5133914948
validation[          , genome  3229] predictions:    9634/  10000 (96.34%), best:    9645/10000 (96.45%), error:      1326.91113, best error:      1244.66687 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 87.7362289429s, input_fired_time: 0.8287060857, output_fired_time: 0.7265580893, propagate_forward_time: 32.2293777466, propagate_backward_time: 51.2093391418, weight_update_time: 0.1239213496, other_time: 2.7422523499
epoch time: 6.6819095612s, input_fired_time: 0.1054187715, output_fired_time: 0.0000000000, propagate_forward_time: 6.0942668915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822239876
validation[          , genome  3229] predictions:    9650/  10000 (96.50%), best:    9645/10000 (96.45%), error:      1288.09473, best error:      1244.66687 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.6315765381s, input_fired_time: 0.8453305960, output_fired_time: 0.7208623886, propagate_forward_time: 33.5217590332, propagate_backward_time: 51.7415542603, weight_update_time: 0.1260799170, other_time: 2.8020706177
epoch time: 6.5994243622s, input_fired_time: 0.1043930203, output_fired_time: 0.0000000000, propagate_forward_time: 6.0202126503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748187065
validation[          , genome  3229] predictions:    9593/  10000 (95.93%), best:    9645/10000 (96.45%), error:      1401.55090, best error:      1244.66687 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 89.0617980957s, input_fired_time: 0.8313067555, output_fired_time: 0.7190924883, propagate_forward_time: 34.1283760071, propagate_backward_time: 49.6366691589, weight_update_time: 0.1241274998, other_time: 3.7463531494
epoch time: 6.6876983643s, input_fired_time: 0.1067748889, output_fired_time: 0.0000000000, propagate_forward_time: 6.1015968323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793267250
validation[          , genome  3229] predictions:    9641/  10000 (96.41%), best:    9645/10000 (96.45%), error:      1289.53564, best error:      1244.66687 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.9996490479s, input_fired_time: 0.8330581784, output_fired_time: 0.7199226618, propagate_forward_time: 33.2645263672, propagate_backward_time: 50.4284133911, weight_update_time: 0.1244158819, other_time: 2.7537231445
epoch time: 8.1393070221s, input_fired_time: 0.1116896942, output_fired_time: 0.0000000000, propagate_forward_time: 7.5124235153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151939392
validation[          , genome  3229] predictions:    9633/  10000 (96.33%), best:    9645/10000 (96.45%), error:      1337.21729, best error:      1244.66687 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 101.4035568237s, input_fired_time: 0.9209080935, output_fired_time: 0.8388955593, propagate_forward_time: 39.2734718323, propagate_backward_time: 57.1767234802, weight_update_time: 0.1409074515, other_time: 3.1935577393
epoch time: 6.7857661247s, input_fired_time: 0.1071673334, output_fired_time: 0.0000000000, propagate_forward_time: 6.1986055374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799933434
validation[          , genome  3229] predictions:    9640/  10000 (96.40%), best:    9645/10000 (96.45%), error:      1296.51257, best error:      1244.66687 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 93.7303161621s, input_fired_time: 0.8839238882, output_fired_time: 0.7650269866, propagate_forward_time: 35.9032173157, propagate_backward_time: 53.2237663269, weight_update_time: 0.1258663684, other_time: 2.9543762207
epoch time: 6.8296775818s, input_fired_time: 0.1077127233, output_fired_time: 0.0000000000, propagate_forward_time: 6.2356548309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863100052
validation[          , genome  3229] predictions:    9625/  10000 (96.25%), best:    9645/10000 (96.45%), error:      1334.10754, best error:      1244.66687 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.6297531128s, input_fired_time: 0.9090226293, output_fired_time: 0.7603861690, propagate_forward_time: 34.1182441711, propagate_backward_time: 54.8993568420, weight_update_time: 0.1269101501, other_time: 2.9427490234
epoch time: 8.7609996796s, input_fired_time: 0.1201720536, output_fired_time: 0.0000000000, propagate_forward_time: 8.0511054993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897216797
validation[          , genome  3229] predictions:    9628/  10000 (96.28%), best:    9645/10000 (96.45%), error:      1325.39905, best error:      1244.66687 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.7811660767s, input_fired_time: 0.8637372255, output_fired_time: 0.7800946236, propagate_forward_time: 34.3935813904, propagate_backward_time: 54.8446655273, weight_update_time: 0.1237962618, other_time: 2.8990821838
epoch time: 9.9843339920s, input_fired_time: 0.1264498085, output_fired_time: 0.0000000000, propagate_forward_time: 9.2145776749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433067322
validation[          , genome  3229] predictions:    9609/  10000 (96.09%), best:    9645/10000 (96.45%), error:      1397.59509, best error:      1244.66687 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.2376174927s, input_fired_time: 0.8411042094, output_fired_time: 0.7441900969, propagate_forward_time: 35.3554306030, propagate_backward_time: 50.4722862244, weight_update_time: 0.1529761851, other_time: 2.8246116638
epoch time: 7.5654573441s, input_fired_time: 0.1074483171, output_fired_time: 0.0000000000, propagate_forward_time: 6.9696407318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883685112
validation[          , genome  3229] predictions:    9541/  10000 (95.41%), best:    9645/10000 (96.45%), error:      1539.10376, best error:      1244.66687 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.1080780029s, input_fired_time: 0.9375078082, output_fired_time: 0.8048673868, propagate_forward_time: 35.4862327576, propagate_backward_time: 56.7753105164, weight_update_time: 0.1648030579, other_time: 3.1041564941
epoch time: 10.3800544739s, input_fired_time: 0.1507224292, output_fired_time: 0.0000000000, propagate_forward_time: 8.5577287674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6716032028
validation[          , genome  3229] predictions:    9609/  10000 (96.09%), best:    9645/10000 (96.45%), error:      1322.28284, best error:      1244.66687 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 93.5512924194s, input_fired_time: 0.9081888795, output_fired_time: 0.7564313412, propagate_forward_time: 34.9745750427, propagate_backward_time: 54.0388374329, weight_update_time: 0.1252334565, other_time: 2.8732604980
epoch time: 6.8017125130s, input_fired_time: 0.1068731472, output_fired_time: 0.0000000000, propagate_forward_time: 6.2109518051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838876724
validation[          , genome  3229] predictions:    9648/  10000 (96.48%), best:    9645/10000 (96.45%), error:      1262.52209, best error:      1244.66687 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.4152221680s, input_fired_time: 0.8635737300, output_fired_time: 0.7723271251, propagate_forward_time: 34.2101631165, propagate_backward_time: 54.6138305664, weight_update_time: 0.1244407296, other_time: 3.9553337097
epoch time: 6.8091011047s, input_fired_time: 0.1079609618, output_fired_time: 0.0000000000, propagate_forward_time: 6.2160849571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850549698
validation[          , genome  3229] predictions:    9605/  10000 (96.05%), best:    9645/10000 (96.45%), error:      1430.66577, best error:      1244.66687 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.7688446045s, input_fired_time: 0.8290638328, output_fired_time: 0.7103459239, propagate_forward_time: 32.8412475586, propagate_backward_time: 49.6603164673, weight_update_time: 0.1230532974, other_time: 2.7278747559
epoch time: 7.7611641884s, input_fired_time: 0.1096591800, output_fired_time: 0.0000000000, propagate_forward_time: 7.1363039017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152010918
validation[          , genome  3229] predictions:    9605/  10000 (96.05%), best:    9645/10000 (96.45%), error:      1388.88391, best error:      1244.66687 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 86.3688964844s, input_fired_time: 0.8259716034, output_fired_time: 0.7042919397, propagate_forward_time: 32.5995788574, propagate_backward_time: 49.5077514648, weight_update_time: 0.1221400425, other_time: 2.7313003540
epoch time: 7.8921718597s, input_fired_time: 0.1097769588, output_fired_time: 0.0000000000, propagate_forward_time: 7.2896428108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927520752
validation[          , genome  3229] predictions:    9559/  10000 (95.59%), best:    9645/10000 (96.45%), error:      1486.25220, best error:      1244.66687 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 87.4260559082s, input_fired_time: 0.8343642354, output_fired_time: 0.7131273746, propagate_forward_time: 31.0632362366, propagate_backward_time: 52.0864486694, weight_update_time: 0.1236598641, other_time: 2.7288780212
epoch time: 6.4757671356s, input_fired_time: 0.1050928086, output_fired_time: 0.0000000000, propagate_forward_time: 5.8887157440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819583893
validation[          , genome  3229] predictions:    9554/  10000 (95.54%), best:    9645/10000 (96.45%), error:      1493.52332, best error:      1244.66687 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.2371902466s, input_fired_time: 0.8400280476, output_fired_time: 0.7236976027, propagate_forward_time: 31.3576889038, propagate_backward_time: 53.5568504333, weight_update_time: 0.1252467036, other_time: 2.7589302063
epoch time: 6.7462377548s, input_fired_time: 0.1077307910, output_fired_time: 0.0000000000, propagate_forward_time: 6.1521782875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863286018
validation[          , genome  3229] predictions:    9593/  10000 (95.93%), best:    9645/10000 (96.45%), error:      1436.83521, best error:      1244.66687 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 96.6442489624s, input_fired_time: 0.9017232060, output_fired_time: 1.7856398821, propagate_forward_time: 37.4496002197, propagate_backward_time: 53.4992866516, weight_update_time: 0.1412900686, other_time: 3.0079994202
epoch time: 12.5809679031s, input_fired_time: 0.1435454637, output_fired_time: 0.0000000000, propagate_forward_time: 11.6466531754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7907695770
validation[          , genome  3229] predictions:    9655/  10000 (96.55%), best:    9645/10000 (96.45%), error:      1268.51245, best error:      1244.66687 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.3639297485s, input_fired_time: 0.8783567548, output_fired_time: 0.7447648048, propagate_forward_time: 33.7714118958, propagate_backward_time: 52.1281929016, weight_update_time: 0.1316445321, other_time: 2.8412017822
epoch time: 7.8628311157s, input_fired_time: 0.1110177860, output_fired_time: 0.0000000000, propagate_forward_time: 7.2550268173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967865944
validation[          , genome  3229] predictions:    9627/  10000 (96.27%), best:    9645/10000 (96.45%), error:      1325.31836, best error:      1244.66687 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.7768859863s, input_fired_time: 0.9487355351, output_fired_time: 0.7692356110, propagate_forward_time: 34.8721733093, propagate_backward_time: 54.2848587036, weight_update_time: 0.1313622445, other_time: 3.9018821716
epoch time: 8.0257701874s, input_fired_time: 0.1107524484, output_fired_time: 0.0000000000, propagate_forward_time: 6.3966188431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5183987617
validation[          , genome  3229] predictions:    9628/  10000 (96.28%), best:    9645/10000 (96.45%), error:      1338.54761, best error:      1244.66687 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 93.1927108765s, input_fired_time: 0.8578953743, output_fired_time: 0.7541252375, propagate_forward_time: 35.2990722656, propagate_backward_time: 53.4204483032, weight_update_time: 0.1315558553, other_time: 2.8611679077
epoch time: 9.1387548447s, input_fired_time: 0.1193441749, output_fired_time: 0.0000000000, propagate_forward_time: 8.4198837280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995273590
validation[          , genome  3229] predictions:    9626/  10000 (96.26%), best:    9645/10000 (96.45%), error:      1323.93213, best error:      1244.66687 on epoch:    78, 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: 37.6156921387s, input_fired_time: 0.5414351821, output_fired_time: 0.0000000000, propagate_forward_time: 34.3923225403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6819343567
best training[          , genome  3229] predictions:   48983/  50000 (97.97%), best:    9645/10000 (96.45%), error:      3814.31372, best error:      1244.66687 on epoch:    78, 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: 10.0632266998s, input_fired_time: 0.1216723099, output_fired_time: 0.0000000000, propagate_forward_time: 9.1938400269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7477140427
   testing[          , genome  3229] predictions:    9670/  10000 (96.70%), best:    9645/10000 (96.45%), error:      1124.25635, best error:      1244.66687 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:16:07 (2052): called boinc_finish(0)

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