Nameexact_genome_1512568488_41_7052_0
Workunit2606524
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:38:38 UTC
Report deadline16 Dec 2017, 23:37:39 UTC
Received8 Dec 2017, 16:36:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time5 hours 5 min 13 sec
CPU time5 hours 0 min 9 sec
Validate stateValid
Credit2,249.83
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.57 MB
Peak swap size152.38 MB
Peak disk usage1.08 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
04, weight_update_time: 0.1419491321, other_time: 8.1784286499
epoch time: 13.9345808029s, input_fired_time: 0.1697465777, output_fired_time: 0.0000000000, propagate_forward_time: 12.2001571655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5646772385
validation[          , genome  7052] predictions:    9673/  10000 (96.73%), best:    9683/10000 (96.83%), error:      1066.74500, best error:      1064.94495 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.7037353516s, input_fired_time: 1.6869029999, output_fired_time: 1.0751700401, propagate_forward_time: 59.8694000244, propagate_backward_time: 96.0757980347, weight_update_time: 0.1425918192, other_time: 7.9964675903
epoch time: 13.8093547821s, input_fired_time: 0.1745363921, output_fired_time: 0.0000000000, propagate_forward_time: 12.0608072281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5740108490
validation[          , genome  7052] predictions:    9648/  10000 (96.48%), best:    9683/10000 (96.83%), error:      1145.01221, best error:      1064.94495 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 165.7727508545s, input_fired_time: 1.6456420422, output_fired_time: 1.0596650839, propagate_forward_time: 59.5220260620, propagate_backward_time: 95.5451889038, weight_update_time: 0.1448588371, other_time: 8.0002288818
epoch time: 13.6919660568s, input_fired_time: 0.1700508296, output_fired_time: 0.0000000000, propagate_forward_time: 11.9817132950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5402021408
validation[          , genome  7052] predictions:    9646/  10000 (96.46%), best:    9683/10000 (96.83%), error:      1233.64563, best error:      1064.94495 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 165.8072357178s, input_fired_time: 1.6199057102, output_fired_time: 1.0629456043, propagate_forward_time: 59.8017616272, propagate_backward_time: 95.3660888672, weight_update_time: 0.1429397315, other_time: 7.9565429688
epoch time: 13.6647996902s, input_fired_time: 0.1714151204, output_fired_time: 0.0000000000, propagate_forward_time: 11.9284315109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5649528503
validation[          , genome  7052] predictions:    9673/  10000 (96.73%), best:    9683/10000 (96.83%), error:      1127.91028, best error:      1064.94495 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.4367523193s, input_fired_time: 1.6699808836, output_fired_time: 1.0949198008, propagate_forward_time: 60.0101776123, propagate_backward_time: 95.5964889526, weight_update_time: 0.1423635781, other_time: 8.0651779175
epoch time: 13.7463541031s, input_fired_time: 0.1741667092, output_fired_time: 0.0000000000, propagate_forward_time: 11.9995288849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5726585388
validation[          , genome  7052] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1037.99512, best error:      1037.99512 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 166.7483978271s, input_fired_time: 1.6400474310, output_fired_time: 1.0676789284, propagate_forward_time: 60.2509422302, propagate_backward_time: 95.6460418701, weight_update_time: 0.1501344144, other_time: 8.1436920166
epoch time: 13.7750253677s, input_fired_time: 0.1705315560, output_fired_time: 0.0000000000, propagate_forward_time: 12.0142011642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5902929306
validation[          , genome  7052] predictions:    9640/  10000 (96.40%), best:    9673/10000 (96.73%), error:      1152.88538, best error:      1037.99512 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 166.0078887939s, input_fired_time: 1.6149421930, output_fired_time: 1.0624021292, propagate_forward_time: 59.9447898865, propagate_backward_time: 95.3401870728, weight_update_time: 0.1426102519, other_time: 8.0455551147
epoch time: 13.6054677963s, input_fired_time: 0.1715732515, output_fired_time: 0.0000000000, propagate_forward_time: 11.8980369568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5358572006
validation[          , genome  7052] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       994.54572, best error:       994.54572 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 166.1347808838s, input_fired_time: 1.6122742891, output_fired_time: 1.0635919571, propagate_forward_time: 60.0632095337, propagate_backward_time: 95.3080902100, weight_update_time: 0.1425506771, other_time: 8.0876083374
epoch time: 13.5097446442s, input_fired_time: 0.1727954596, output_fired_time: 0.0000000000, propagate_forward_time: 11.7805109024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5564384460
validation[          , genome  7052] predictions:    9660/  10000 (96.60%), best:    9700/10000 (97.00%), error:      1077.23230, best error:       994.54572 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.7018280029s, input_fired_time: 1.6126410961, output_fired_time: 1.0824466944, propagate_forward_time: 60.0534057617, propagate_backward_time: 95.9864883423, weight_update_time: 0.1430869699, other_time: 7.9668502808
epoch time: 13.7885217667s, input_fired_time: 0.1698032767, output_fired_time: 0.0000000000, propagate_forward_time: 11.9688482285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6498699188
validation[          , genome  7052] predictions:    9675/  10000 (96.75%), best:    9700/10000 (97.00%), error:      1092.91333, best error:       994.54572 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 166.1465911865s, input_fired_time: 1.6593624353, output_fired_time: 1.0670586824, propagate_forward_time: 59.8318290710, propagate_backward_time: 95.5437088013, weight_update_time: 0.1422653049, other_time: 8.0446243286
epoch time: 13.7059144974s, input_fired_time: 0.1722288132, output_fired_time: 0.0000000000, propagate_forward_time: 11.9363832474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5973024368
validation[          , genome  7052] predictions:    9659/  10000 (96.59%), best:    9700/10000 (97.00%), error:      1156.29663, best error:       994.54572 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 165.9153289795s, input_fired_time: 1.6179418564, output_fired_time: 1.0780903101, propagate_forward_time: 59.9473304749, propagate_backward_time: 95.2158966064, weight_update_time: 0.1407461911, other_time: 8.0560760498
epoch time: 13.8387613297s, input_fired_time: 0.1710426062, output_fired_time: 0.0000000000, propagate_forward_time: 12.1314735413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5362453461
validation[          , genome  7052] predictions:    9658/  10000 (96.58%), best:    9700/10000 (97.00%), error:      1084.82104, best error:       994.54572 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 166.0195922852s, input_fired_time: 1.6096693277, output_fired_time: 1.0634866953, propagate_forward_time: 59.9508743286, propagate_backward_time: 95.3413772583, weight_update_time: 0.1427242607, other_time: 8.0541839600
epoch time: 13.9774503708s, input_fired_time: 0.1793309599, output_fired_time: 0.0000000000, propagate_forward_time: 12.2376937866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5604257584
validation[          , genome  7052] predictions:    9696/  10000 (96.96%), best:    9700/10000 (97.00%), error:      1006.52533, best error:       994.54572 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 166.9875183105s, input_fired_time: 1.6730262041, output_fired_time: 1.0943565369, propagate_forward_time: 60.2141876221, propagate_backward_time: 95.9860305786, weight_update_time: 0.1461914331, other_time: 8.0199203491
epoch time: 13.7904033661s, input_fired_time: 0.1752769500, output_fired_time: 0.0000000000, propagate_forward_time: 12.0552434921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5598831177
validation[          , genome  7052] predictions:    9667/  10000 (96.67%), best:    9700/10000 (97.00%), error:      1031.80115, best error:       994.54572 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 165.6856536865s, input_fired_time: 1.6168293953, output_fired_time: 1.0711836815, propagate_forward_time: 59.7755470276, propagate_backward_time: 95.2435836792, weight_update_time: 0.1423438936, other_time: 7.9785079956
epoch time: 13.7391824722s, input_fired_time: 0.1737203598, output_fired_time: 0.0000000000, propagate_forward_time: 11.9428234100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6226387024
validation[          , genome  7052] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       968.90430, best error:       968.90430 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 166.5008239746s, input_fired_time: 1.6166977882, output_fired_time: 1.0671094656, propagate_forward_time: 59.9427413940, propagate_backward_time: 95.8213195801, weight_update_time: 0.1431961954, other_time: 8.0529556274
epoch time: 13.7406997681s, input_fired_time: 0.1714574397, output_fired_time: 0.0000000000, propagate_forward_time: 11.9896154404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5796270370
validation[          , genome  7052] predictions:    9637/  10000 (96.37%), best:    9699/10000 (96.99%), error:      1197.63562, best error:       968.90430 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 167.2461547852s, input_fired_time: 1.6730724573, output_fired_time: 1.0836633444, propagate_forward_time: 60.4392204285, propagate_backward_time: 95.7863082886, weight_update_time: 0.1414166540, other_time: 8.2638931274
epoch time: 13.7575531006s, input_fired_time: 0.1803180873, output_fired_time: 0.0000000000, propagate_forward_time: 12.0280761719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5491590500
validation[          , genome  7052] predictions:    9681/  10000 (96.81%), best:    9699/10000 (96.99%), error:      1031.58215, best error:       968.90430 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 166.8460845947s, input_fired_time: 1.6660435200, output_fired_time: 1.0672640800, propagate_forward_time: 60.1395530701, propagate_backward_time: 95.9077224731, weight_update_time: 0.1421608180, other_time: 8.0654983521
epoch time: 13.7215013504s, input_fired_time: 0.1736157089, output_fired_time: 0.0000000000, propagate_forward_time: 11.9418582916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6060276031
validation[          , genome  7052] predictions:    9628/  10000 (96.28%), best:    9699/10000 (96.99%), error:      1139.05603, best error:       968.90430 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 166.9315185547s, input_fired_time: 1.6891107559, output_fired_time: 1.0712952614, propagate_forward_time: 59.9203224182, propagate_backward_time: 96.1598968506, weight_update_time: 0.1424211860, other_time: 8.0908966064
epoch time: 13.5953292847s, input_fired_time: 0.1737144440, output_fired_time: 0.0000000000, propagate_forward_time: 11.8765115738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5451030731
validation[          , genome  7052] predictions:    9652/  10000 (96.52%), best:    9699/10000 (96.99%), error:      1119.79822, best error:       968.90430 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.9696807861s, input_fired_time: 1.6435689926, output_fired_time: 1.0831433535, propagate_forward_time: 60.1263694763, propagate_backward_time: 96.0583038330, weight_update_time: 0.1463384628, other_time: 8.0582885742
epoch time: 13.7226924896s, input_fired_time: 0.1747122109, output_fired_time: 0.0000000000, propagate_forward_time: 12.0098590851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5381212234
validation[          , genome  7052] predictions:    9663/  10000 (96.63%), best:    9699/10000 (96.99%), error:      1062.81738, best error:       968.90430 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 166.6383666992s, input_fired_time: 1.6246882677, output_fired_time: 1.1118506193, propagate_forward_time: 60.1789207458, propagate_backward_time: 95.6379470825, weight_update_time: 0.1416683197, other_time: 8.0849533081
epoch time: 13.6617679596s, input_fired_time: 0.1725752652, output_fired_time: 0.0000000000, propagate_forward_time: 11.9482355118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5409574509
validation[          , genome  7052] predictions:    9707/  10000 (97.07%), best:    9699/10000 (96.99%), error:       982.99359, best error:       968.90430 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 166.5194702148s, input_fired_time: 1.6539938450, output_fired_time: 1.0765362978, propagate_forward_time: 60.0776481628, propagate_backward_time: 95.7087249756, weight_update_time: 0.1420430541, other_time: 8.0025634766
epoch time: 13.8381881714s, input_fired_time: 0.1736173779, output_fired_time: 0.0000000000, propagate_forward_time: 12.0297622681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6348085403
validation[          , genome  7052] predictions:    9625/  10000 (96.25%), best:    9699/10000 (96.99%), error:      1275.20361, best error:       968.90430 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 166.0728607178s, input_fired_time: 1.6376765966, output_fired_time: 1.0937134027, propagate_forward_time: 59.9498901367, propagate_backward_time: 95.3194503784, weight_update_time: 0.1422591805, other_time: 8.0721206665
epoch time: 13.6053247452s, input_fired_time: 0.1675859243, output_fired_time: 0.0000000000, propagate_forward_time: 11.8081378937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6296005249
validation[          , genome  7052] predictions:    9695/  10000 (96.95%), best:    9699/10000 (96.99%), error:       988.42865, best error:       968.90430 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 166.4438018799s, input_fired_time: 1.6287705898, output_fired_time: 1.0691279173, propagate_forward_time: 59.8727912903, propagate_backward_time: 95.7749404907, weight_update_time: 0.1420837641, other_time: 8.0981826782
epoch time: 13.8656377792s, input_fired_time: 0.1829399616, output_fired_time: 0.0000000000, propagate_forward_time: 12.1245250702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5581731796
validation[          , genome  7052] predictions:    9705/  10000 (97.05%), best:    9699/10000 (96.99%), error:      1002.08282, best error:       968.90430 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 166.6408081055s, input_fired_time: 1.6439270973, output_fired_time: 1.0622053146, propagate_forward_time: 59.6348724365, propagate_backward_time: 96.2846298218, weight_update_time: 0.1420259476, other_time: 8.0151748657
epoch time: 14.0311298370s, input_fired_time: 0.1731437892, output_fired_time: 0.0000000000, propagate_forward_time: 12.2471199036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6108665466
validation[          , genome  7052] predictions:    9641/  10000 (96.41%), best:    9699/10000 (96.99%), error:      1116.01086, best error:       968.90430 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 166.4455718994s, input_fired_time: 1.6378502846, output_fired_time: 1.0679299831, propagate_forward_time: 59.8518905640, propagate_backward_time: 95.8158340454, weight_update_time: 0.1420846581, other_time: 8.0720672607
epoch time: 13.8174047470s, input_fired_time: 0.1809489578, output_fired_time: 0.0000000000, propagate_forward_time: 12.0928707123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5435848236
validation[          , genome  7052] predictions:    9667/  10000 (96.67%), best:    9699/10000 (96.99%), error:      1029.84119, best error:       968.90430 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 169.8467864990s, input_fired_time: 1.7013134956, output_fired_time: 1.0868246555, propagate_forward_time: 62.1778450012, propagate_backward_time: 96.4662246704, weight_update_time: 0.1514351219, other_time: 8.4145889282
epoch time: 13.6812896729s, input_fired_time: 0.1722315550, output_fired_time: 0.0000000000, propagate_forward_time: 11.9449510574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641069412
validation[          , genome  7052] predictions:    9645/  10000 (96.45%), best:    9699/10000 (96.99%), error:      1198.39771, best error:       968.90430 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.2030487061s, input_fired_time: 1.6439074278, output_fired_time: 1.0724093914, propagate_forward_time: 59.9901847839, propagate_backward_time: 95.5016021729, weight_update_time: 0.1425765753, other_time: 7.9949493408
epoch time: 13.6512393951s, input_fired_time: 0.1713062674, output_fired_time: 0.0000000000, propagate_forward_time: 11.9205446243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5593881607
validation[          , genome  7052] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       911.74951, best error:       911.74951 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.7950592041s, input_fired_time: 1.6858980656, output_fired_time: 1.0669255257, propagate_forward_time: 60.0183677673, propagate_backward_time: 95.0817337036, weight_update_time: 0.1424701810, other_time: 7.9421310425
epoch time: 13.9734230042s, input_fired_time: 0.1740005165, output_fired_time: 0.0000000000, propagate_forward_time: 12.2259550095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5734672546
validation[          , genome  7052] predictions:    9701/  10000 (97.01%), best:    9714/10000 (97.14%), error:      1009.71954, best error:       911.74951 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 166.1403808594s, input_fired_time: 1.6638363600, output_fired_time: 1.0684653521, propagate_forward_time: 59.9055366516, propagate_backward_time: 95.4812469482, weight_update_time: 0.1422793418, other_time: 8.0213012695
epoch time: 13.8073883057s, input_fired_time: 0.1740247011, output_fired_time: 0.0000000000, propagate_forward_time: 12.0971708298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5361928940
validation[          , genome  7052] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:      1000.55963, best error:       911.74951 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 166.1068267822s, input_fired_time: 1.7093899250, output_fired_time: 1.0682123899, propagate_forward_time: 59.8542518616, propagate_backward_time: 95.4258956909, weight_update_time: 0.1428059936, other_time: 8.0490798950
epoch time: 13.6825418472s, input_fired_time: 0.1718310565, output_fired_time: 0.0000000000, propagate_forward_time: 11.9436225891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5670881271
validation[          , genome  7052] predictions:    9662/  10000 (96.62%), best:    9714/10000 (97.14%), error:      1090.28125, best error:       911.74951 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 165.7577667236s, input_fired_time: 1.6315388680, output_fired_time: 1.0624347925, propagate_forward_time: 59.9218215942, propagate_backward_time: 95.1444015503, weight_update_time: 0.1415315419, other_time: 7.9975585938
epoch time: 13.7851972580s, input_fired_time: 0.1788032353, output_fired_time: 0.0000000000, propagate_forward_time: 12.0460910797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5603027344
validation[          , genome  7052] predictions:    9708/  10000 (97.08%), best:    9714/10000 (97.14%), error:      1006.99640, best error:       911.74951 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 165.8272857666s, input_fired_time: 1.6425604820, output_fired_time: 1.0645155907, propagate_forward_time: 59.7657966614, propagate_backward_time: 95.4198684692, weight_update_time: 0.1432062835, other_time: 7.9345474243
epoch time: 13.7030324936s, input_fired_time: 0.1749168485, output_fired_time: 0.0000000000, propagate_forward_time: 11.9908094406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5373058319
validation[          , genome  7052] predictions:    9679/  10000 (96.79%), best:    9714/10000 (97.14%), error:      1024.02307, best error:       911.74951 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 166.3611907959s, input_fired_time: 1.6366183758, output_fired_time: 1.1224687099, propagate_forward_time: 59.9667701721, propagate_backward_time: 95.6333465576, weight_update_time: 0.1473100334, other_time: 8.0019989014
epoch time: 13.7155361176s, input_fired_time: 0.1751835346, output_fired_time: 0.0000000000, propagate_forward_time: 11.9940090179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463438034
validation[          , genome  7052] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:       971.94604, best error:       911.74951 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 166.2470092773s, input_fired_time: 1.6358155012, output_fired_time: 1.0744019747, propagate_forward_time: 59.8104209900, propagate_backward_time: 95.7885208130, weight_update_time: 0.1428436339, other_time: 7.9378433228
epoch time: 13.7033834457s, input_fired_time: 0.1792395562, output_fired_time: 0.0000000000, propagate_forward_time: 11.9824275970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5417165756
validation[          , genome  7052] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       888.32343, best error:       888.32343 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 166.0264892578s, input_fired_time: 1.6627271175, output_fired_time: 1.0711256266, propagate_forward_time: 59.8737373352, propagate_backward_time: 95.4778594971, weight_update_time: 0.1431972682, other_time: 7.9410552979
epoch time: 13.6476268768s, input_fired_time: 0.1732088178, output_fired_time: 0.0000000000, propagate_forward_time: 11.9106063843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5638113022
validation[          , genome  7052] predictions:    9699/  10000 (96.99%), best:    9727/10000 (97.27%), error:       984.96570, best error:       888.32343 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 166.4519500732s, input_fired_time: 1.6439837217, output_fired_time: 1.0654391050, propagate_forward_time: 60.1543693542, propagate_backward_time: 95.6258239746, weight_update_time: 0.1418866515, other_time: 7.9623260498
epoch time: 13.8670310974s, input_fired_time: 0.1764752269, output_fired_time: 0.0000000000, propagate_forward_time: 12.1182279587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5723276138
validation[          , genome  7052] predictions:    9679/  10000 (96.79%), best:    9727/10000 (97.27%), error:      1073.88794, best error:       888.32343 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 166.8113708496s, input_fired_time: 1.6538158655, output_fired_time: 1.0739425421, propagate_forward_time: 60.5307807922, propagate_backward_time: 95.5405197144, weight_update_time: 0.1465542465, other_time: 8.0123214722
epoch time: 13.6265811920s, input_fired_time: 0.1750253737, output_fired_time: 0.0000000000, propagate_forward_time: 11.8979082108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5536479950
validation[          , genome  7052] predictions:    9702/  10000 (97.02%), best:    9727/10000 (97.27%), error:       958.14508, best error:       888.32343 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 166.9078063965s, input_fired_time: 1.6528624296, output_fired_time: 1.0970282555, propagate_forward_time: 60.2245788574, propagate_backward_time: 95.9718170166, weight_update_time: 0.1427157372, other_time: 7.9615173340
epoch time: 13.7613315582s, input_fired_time: 0.1876555383, output_fired_time: 0.0000000000, propagate_forward_time: 12.0163841248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5572919846
validation[          , genome  7052] predictions:    9703/  10000 (97.03%), best:    9727/10000 (97.27%), error:       963.02679, best error:       888.32343 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 167.0728912354s, input_fired_time: 1.6562095881, output_fired_time: 1.0718377829, propagate_forward_time: 60.1300697327, propagate_backward_time: 96.1875152588, weight_update_time: 0.1428330988, other_time: 8.0272674561
epoch time: 13.8170995712s, input_fired_time: 0.1761920005, output_fired_time: 0.0000000000, propagate_forward_time: 12.0520944595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5888128281
validation[          , genome  7052] predictions:    9700/  10000 (97.00%), best:    9727/10000 (97.27%), error:       965.24316, best error:       888.32343 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.1859283447s, input_fired_time: 1.6732765436, output_fired_time: 1.0728540421, propagate_forward_time: 60.2294960022, propagate_backward_time: 96.2265853882, weight_update_time: 0.1467463523, other_time: 7.9837112427
epoch time: 13.7328681946s, input_fired_time: 0.1769386381, output_fired_time: 0.0000000000, propagate_forward_time: 11.9937295914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5621995926
validation[          , genome  7052] predictions:    9498/  10000 (94.98%), best:    9727/10000 (97.27%), error:      1741.53870, best error:       888.32343 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 166.4021606445s, input_fired_time: 1.6398361921, output_fired_time: 1.0657747984, propagate_forward_time: 60.1208419800, propagate_backward_time: 95.6372451782, weight_update_time: 0.1427920610, other_time: 7.9384613037
epoch time: 13.8415546417s, input_fired_time: 0.1786729097, output_fired_time: 0.0000000000, propagate_forward_time: 12.0694847107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5933971405
validation[          , genome  7052] predictions:    9712/  10000 (97.12%), best:    9727/10000 (97.27%), error:       966.25793, best error:       888.32343 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 165.9464263916s, input_fired_time: 1.6366325617, output_fired_time: 1.0793306828, propagate_forward_time: 59.7022132874, propagate_backward_time: 95.5070190430, weight_update_time: 0.1421572417, other_time: 8.0212402344
epoch time: 13.5717306137s, input_fired_time: 0.1766977906, output_fired_time: 0.0000000000, propagate_forward_time: 11.8591728210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5358600616
validation[          , genome  7052] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       971.52509, best error:       888.32343 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 167.7761993408s, input_fired_time: 1.7077658176, output_fired_time: 1.0711399317, propagate_forward_time: 60.4810752869, propagate_backward_time: 96.4190063477, weight_update_time: 0.1424266100, other_time: 8.0972137451
epoch time: 13.6275691986s, input_fired_time: 0.1790328622, output_fired_time: 0.0000000000, propagate_forward_time: 11.9145956039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5339403152
validation[          , genome  7052] predictions:    9721/  10000 (97.21%), best:    9727/10000 (97.27%), error:       911.33142, best error:       888.32343 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 167.0144042969s, input_fired_time: 1.6557769775, output_fired_time: 1.0832787752, propagate_forward_time: 60.2205276489, propagate_backward_time: 96.0501327515, weight_update_time: 0.1422399133, other_time: 8.0046844482
epoch time: 13.8066596985s, input_fired_time: 0.1778441370, output_fired_time: 0.0000000000, propagate_forward_time: 12.0462303162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5825853348
validation[          , genome  7052] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       885.15857, best error:       885.15857 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 165.8177947998s, input_fired_time: 1.6377552748, output_fired_time: 1.0618834496, propagate_forward_time: 59.6784934998, propagate_backward_time: 95.4589157104, weight_update_time: 0.1416127086, other_time: 7.9807357788
epoch time: 13.8750238419s, input_fired_time: 0.1799452007, output_fired_time: 0.0000000000, propagate_forward_time: 12.1275606155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5675182343
validation[          , genome  7052] predictions:    9735/  10000 (97.35%), best:    9734/10000 (97.34%), error:       904.58740, best error:       885.15857 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.1545715332s, input_fired_time: 1.6998484135, output_fired_time: 1.0722129345, propagate_forward_time: 60.1014404297, propagate_backward_time: 96.2308578491, weight_update_time: 0.1425210834, other_time: 8.0502090454
epoch time: 13.6400966644s, input_fired_time: 0.1807992607, output_fired_time: 0.0000000000, propagate_forward_time: 11.9118194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5474777222
validation[          , genome  7052] predictions:    9744/  10000 (97.44%), best:    9734/10000 (97.34%), error:       895.84955, best error:       885.15857 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 167.5462493896s, input_fired_time: 1.7062251568, output_fired_time: 1.1073684692, propagate_forward_time: 60.5430984497, propagate_backward_time: 96.1631546021, weight_update_time: 0.1422505826, other_time: 8.0264129639
epoch time: 13.8694086075s, input_fired_time: 0.1822788715, output_fired_time: 0.0000000000, propagate_forward_time: 12.0216283798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6655015945
validation[          , genome  7052] predictions:    9694/  10000 (96.94%), best:    9734/10000 (97.34%), error:       976.17096, best error:       885.15857 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 167.0946197510s, input_fired_time: 1.6922781467, output_fired_time: 1.0641092062, propagate_forward_time: 60.3562126160, propagate_backward_time: 95.8743972778, weight_update_time: 0.1422292441, other_time: 8.1076278687
epoch time: 13.7762994766s, input_fired_time: 0.1765927672, output_fired_time: 0.0000000000, propagate_forward_time: 12.0493288040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5503778458
validation[          , genome  7052] predictions:    9684/  10000 (96.84%), best:    9734/10000 (97.34%), error:       987.87201, best error:       885.15857 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 166.7648925781s, input_fired_time: 1.6584000587, output_fired_time: 1.0968410969, propagate_forward_time: 60.0408248901, propagate_backward_time: 95.9095611572, weight_update_time: 0.1422949284, other_time: 8.0592575073
epoch time: 13.5620222092s, input_fired_time: 0.1780901402, output_fired_time: 0.0000000000, propagate_forward_time: 11.8547201157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5292119980
validation[          , genome  7052] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       865.80872, best error:       865.80872 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 166.7172393799s, input_fired_time: 1.6724820137, output_fired_time: 1.0846194029, propagate_forward_time: 60.2014274597, propagate_backward_time: 95.7170562744, weight_update_time: 0.1453806013, other_time: 8.0416412354
epoch time: 13.7403984070s, input_fired_time: 0.1767264009, output_fired_time: 0.0000000000, propagate_forward_time: 12.0027751923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5608968735
validation[          , genome  7052] predictions:    9684/  10000 (96.84%), best:    9727/10000 (97.27%), error:       977.40961, best error:       865.80872 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 166.9760437012s, input_fired_time: 1.6559565067, output_fired_time: 1.0930761099, propagate_forward_time: 60.1476707458, propagate_backward_time: 96.0948028564, weight_update_time: 0.1424577534, other_time: 7.9845275879
epoch time: 13.6909008026s, input_fired_time: 0.1786303371, output_fired_time: 0.0000000000, propagate_forward_time: 11.9497671127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5625038147
validation[          , genome  7052] predictions:    9742/  10000 (97.42%), best:    9727/10000 (97.27%), error:       866.05243, best error:       865.80872 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 166.9923858643s, input_fired_time: 1.6700713634, output_fired_time: 1.0916631222, propagate_forward_time: 60.1758384705, propagate_backward_time: 96.0258255005, weight_update_time: 0.1428763717, other_time: 8.0289840698
epoch time: 13.8740444183s, input_fired_time: 0.1788058132, output_fired_time: 0.0000000000, propagate_forward_time: 12.1403741837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5548648834
validation[          , genome  7052] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       950.72064, best error:       865.80872 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 167.6062011719s, input_fired_time: 1.6936448812, output_fired_time: 1.0712333918, propagate_forward_time: 60.3393592834, propagate_backward_time: 96.3422470093, weight_update_time: 0.1458716840, other_time: 8.1597213745
epoch time: 13.9119119644s, input_fired_time: 0.1800632626, output_fired_time: 0.0000000000, propagate_forward_time: 12.1824092865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5494394302
validation[          , genome  7052] predictions:    9673/  10000 (96.73%), best:    9727/10000 (97.27%), error:      1020.71417, best error:       865.80872 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 168.1833801270s, input_fired_time: 1.6918650866, output_fired_time: 1.0773218870, propagate_forward_time: 60.8858261108, propagate_backward_time: 96.3699798584, weight_update_time: 0.1442047954, other_time: 8.1583938599
epoch time: 14.5391845703s, input_fired_time: 0.1860160381, output_fired_time: 0.0000000000, propagate_forward_time: 12.7112779617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6418905258
validation[          , genome  7052] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       853.64240, best error:       853.64240 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 166.8911285400s, input_fired_time: 1.6751677990, output_fired_time: 1.0654261112, propagate_forward_time: 60.0119018555, propagate_backward_time: 96.0417709351, weight_update_time: 0.1421296597, other_time: 8.0968551636
epoch time: 13.8793411255s, input_fired_time: 0.1830767691, output_fired_time: 0.0000000000, propagate_forward_time: 12.1348333359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5614309311
validation[          , genome  7052] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       941.68073, best error:       853.64240 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.1299591064s, input_fired_time: 1.6761988401, output_fired_time: 1.0782204866, propagate_forward_time: 60.3306732178, propagate_backward_time: 96.0372314453, weight_update_time: 0.1428006291, other_time: 8.0076446533
epoch time: 13.8199863434s, input_fired_time: 0.1798407733, output_fired_time: 0.0000000000, propagate_forward_time: 12.0269899368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6131553650
validation[          , genome  7052] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       871.77588, best error:       853.64240 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 166.7424163818s, input_fired_time: 1.6700036526, output_fired_time: 1.0729587078, propagate_forward_time: 60.1870689392, propagate_backward_time: 95.6970138550, weight_update_time: 0.1419504881, other_time: 8.1153793335
epoch time: 13.7544975281s, input_fired_time: 0.1792430729, output_fired_time: 0.0000000000, propagate_forward_time: 12.0224370956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5528173447
validation[          , genome  7052] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       904.63092, best error:       853.64240 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 166.8022460938s, input_fired_time: 1.6832692623, output_fired_time: 1.0628165007, propagate_forward_time: 60.0965080261, propagate_backward_time: 95.8552246094, weight_update_time: 0.1422177255, other_time: 8.1044158936
epoch time: 13.7624530792s, input_fired_time: 0.1799890697, output_fired_time: 0.0000000000, propagate_forward_time: 12.0099945068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5724697113
validation[          , genome  7052] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:       981.22302, best error:       853.64240 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 166.9138183594s, input_fired_time: 1.6652772427, output_fired_time: 1.1049432755, propagate_forward_time: 60.0225257874, propagate_backward_time: 96.1580886841, weight_update_time: 0.1429917961, other_time: 7.9629745483
epoch time: 13.8061542511s, input_fired_time: 0.1801262647, output_fired_time: 0.0000000000, propagate_forward_time: 12.0762634277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5497646332
validation[          , genome  7052] predictions:    9706/  10000 (97.06%), best:    9745/10000 (97.45%), error:       948.15338, best error:       853.64240 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 166.8551635742s, input_fired_time: 1.7165303230, output_fired_time: 1.0877422094, propagate_forward_time: 60.1892509460, propagate_backward_time: 95.8596649170, weight_update_time: 0.1423988938, other_time: 8.0019683838
epoch time: 13.7395772934s, input_fired_time: 0.1811344326, output_fired_time: 0.0000000000, propagate_forward_time: 12.0204095840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380334854
validation[          , genome  7052] predictions:    9699/  10000 (96.99%), best:    9745/10000 (97.45%), error:       980.59869, best error:       853.64240 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.9500122070s, input_fired_time: 1.6855479479, output_fired_time: 1.0695179701, propagate_forward_time: 60.2639122009, propagate_backward_time: 95.8279037476, weight_update_time: 0.1427812725, other_time: 8.1031265259
epoch time: 13.9985618591s, input_fired_time: 0.1797490716, output_fired_time: 0.0000000000, propagate_forward_time: 12.2479848862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5708274841
validation[          , genome  7052] predictions:    9665/  10000 (96.65%), best:    9745/10000 (97.45%), error:      1089.73767, best error:       853.64240 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 166.7872314453s, input_fired_time: 1.6635788679, output_fired_time: 1.0738456249, propagate_forward_time: 59.9650077820, propagate_backward_time: 96.0543975830, weight_update_time: 0.1419343352, other_time: 8.0303955078
epoch time: 13.6825771332s, input_fired_time: 0.1823601127, output_fired_time: 0.0000000000, propagate_forward_time: 11.9628543854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5373630524
validation[          , genome  7052] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       886.14148, best error:       853.64240 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 166.4902496338s, input_fired_time: 1.6621668339, output_fired_time: 1.0736432076, propagate_forward_time: 60.3243904114, propagate_backward_time: 95.4911041260, weight_update_time: 0.1425326765, other_time: 7.9389495850
epoch time: 14.2014293671s, input_fired_time: 0.2207885087, output_fired_time: 0.0000000000, propagate_forward_time: 12.3681297302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6125106812
validation[          , genome  7052] predictions:    9700/  10000 (97.00%), best:    9745/10000 (97.45%), error:      1058.93652, best error:       853.64240 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.8074493408s, input_fired_time: 1.7060747147, output_fired_time: 1.0797632933, propagate_forward_time: 60.0724830627, propagate_backward_time: 95.9164962769, weight_update_time: 0.1427042335, other_time: 8.0326461792
epoch time: 13.8956956863s, input_fired_time: 0.1881911159, output_fired_time: 0.0000000000, propagate_forward_time: 12.1447076797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5627965927
validation[          , genome  7052] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       903.23071, best error:       853.64240 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 166.9413757324s, input_fired_time: 1.6739099026, output_fired_time: 1.0826216936, propagate_forward_time: 59.9785385132, propagate_backward_time: 96.2530288696, weight_update_time: 0.1423785985, other_time: 7.9532775879
epoch time: 13.8926181793s, input_fired_time: 0.1815186441, output_fired_time: 0.0000000000, propagate_forward_time: 12.1347332001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763664246
validation[          , genome  7052] predictions:    9708/  10000 (97.08%), best:    9745/10000 (97.45%), error:       998.57263, best error:       853.64240 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 166.9291534424s, input_fired_time: 1.6798560619, output_fired_time: 1.0747892857, propagate_forward_time: 60.0927085876, propagate_backward_time: 96.0833358765, weight_update_time: 0.1430743188, other_time: 7.9984664917
epoch time: 13.9612789154s, input_fired_time: 0.1817992479, output_fired_time: 0.0000000000, propagate_forward_time: 12.1186819077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607980728
validation[          , genome  7052] predictions:    9715/  10000 (97.15%), best:    9745/10000 (97.45%), error:       938.00452, best error:       853.64240 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 166.6235198975s, input_fired_time: 1.6778575182, output_fired_time: 1.0702010393, propagate_forward_time: 60.0432357788, propagate_backward_time: 95.8059082031, weight_update_time: 0.1437522024, other_time: 8.0263137817
epoch time: 13.7395973206s, input_fired_time: 0.1853371859, output_fired_time: 0.0000000000, propagate_forward_time: 11.9502067566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6040534973
validation[          , genome  7052] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       881.66547, best error:       853.64240 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 166.1771545410s, input_fired_time: 1.6742607355, output_fired_time: 1.0787831545, propagate_forward_time: 59.8065872192, propagate_backward_time: 95.6689605713, weight_update_time: 0.1424405724, other_time: 7.9485702515
epoch time: 13.8229532242s, input_fired_time: 0.1810757518, output_fired_time: 0.0000000000, propagate_forward_time: 12.0906991959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5511779785
validation[          , genome  7052] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       933.74774, best error:       853.64240 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 166.7930755615s, input_fired_time: 1.6781964302, output_fired_time: 1.0852305889, propagate_forward_time: 60.2542419434, propagate_backward_time: 95.7857971191, weight_update_time: 0.1425768584, other_time: 7.9896087646
epoch time: 13.9271936417s, input_fired_time: 0.1873544306, output_fired_time: 0.0000000000, propagate_forward_time: 12.1711759567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5686635971
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       909.17004, best error:       853.64240 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 167.3819274902s, input_fired_time: 1.6706110239, output_fired_time: 1.0752327442, propagate_forward_time: 60.2685508728, propagate_backward_time: 96.3603363037, weight_update_time: 0.1498436332, other_time: 8.0072021484
epoch time: 13.7851343155s, input_fired_time: 0.1852687895, output_fired_time: 0.0000000000, propagate_forward_time: 12.0555543900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5443115234
validation[          , genome  7052] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       917.22278, best error:       853.64240 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 165.4840087891s, input_fired_time: 1.6713097095, output_fired_time: 1.0600055456, propagate_forward_time: 59.5409889221, propagate_backward_time: 95.2392044067, weight_update_time: 0.1421746016, other_time: 7.9724960327
epoch time: 13.6522130966s, input_fired_time: 0.1915109903, output_fired_time: 0.0000000000, propagate_forward_time: 11.9207344055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5399675369
validation[          , genome  7052] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       912.31598, best error:       853.64240 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 166.2446136475s, input_fired_time: 1.7007516623, output_fired_time: 1.0751132965, propagate_forward_time: 59.8896369934, propagate_backward_time: 95.6088027954, weight_update_time: 0.1432609260, other_time: 7.9703140259
epoch time: 13.7407970428s, input_fired_time: 0.1819272488, output_fired_time: 0.0000000000, propagate_forward_time: 12.0257015228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5331678391
validation[          , genome  7052] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       891.98584, best error:       853.64240 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 166.0505523682s, input_fired_time: 1.7005728483, output_fired_time: 1.0784702301, propagate_forward_time: 60.0074272156, propagate_backward_time: 95.2951812744, weight_update_time: 0.1462628096, other_time: 7.9688873291
epoch time: 13.5755281448s, input_fired_time: 0.1823268682, output_fired_time: 0.0000000000, propagate_forward_time: 11.8691177368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5240831375
validation[          , genome  7052] predictions:    9709/  10000 (97.09%), best:    9745/10000 (97.45%), error:       938.90851, best error:       853.64240 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 167.1235046387s, input_fired_time: 1.6875203848, output_fired_time: 1.0709264278, propagate_forward_time: 60.3947982788, propagate_backward_time: 95.9109039307, weight_update_time: 0.1427922696, other_time: 8.0593643188
epoch time: 13.7553062439s, input_fired_time: 0.1842533201, output_fired_time: 0.0000000000, propagate_forward_time: 12.0100469589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5610055923
validation[          , genome  7052] predictions:    9706/  10000 (97.06%), best:    9745/10000 (97.45%), error:       917.54657, best error:       853.64240 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 166.5790863037s, input_fired_time: 1.7021356821, output_fired_time: 1.0651047230, propagate_forward_time: 59.8577117920, propagate_backward_time: 95.8957290649, weight_update_time: 0.1426074356, other_time: 8.0584030151
epoch time: 13.8943309784s, input_fired_time: 0.1825803071, output_fired_time: 0.0000000000, propagate_forward_time: 12.1737003326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380506516
validation[          , genome  7052] predictions:    9711/  10000 (97.11%), best:    9745/10000 (97.45%), error:       991.36957, best error:       853.64240 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 165.8646697998s, input_fired_time: 1.6857484579, output_fired_time: 1.0620198250, propagate_forward_time: 59.8041954041, propagate_backward_time: 95.3512954712, weight_update_time: 0.1430394650, other_time: 7.9614028931
epoch time: 13.6318006516s, input_fired_time: 0.1826290488, output_fired_time: 0.0000000000, propagate_forward_time: 11.9081506729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5410213470
validation[          , genome  7052] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       941.38361, best error:       853.64240 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 166.5280914307s, input_fired_time: 1.6982231140, output_fired_time: 1.0762281418, propagate_forward_time: 60.0952987671, propagate_backward_time: 95.6003494263, weight_update_time: 0.1425945908, other_time: 8.0579833984
epoch time: 13.7908411026s, input_fired_time: 0.1944097877, output_fired_time: 0.0000000000, propagate_forward_time: 12.0283470154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5680847168
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       933.69440, best error:       853.64240 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 166.3047332764s, input_fired_time: 1.6801791191, output_fired_time: 1.0812554359, propagate_forward_time: 60.1921653748, propagate_backward_time: 95.3557510376, weight_update_time: 0.1420780569, other_time: 7.9953842163
epoch time: 13.7889080048s, input_fired_time: 0.1900331825, output_fired_time: 0.0000000000, propagate_forward_time: 12.0493812561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5494937897
validation[          , genome  7052] predictions:    9702/  10000 (97.02%), best:    9745/10000 (97.45%), error:       937.84705, best error:       853.64240 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 166.9113159180s, input_fired_time: 1.6909283400, output_fired_time: 1.0612692833, propagate_forward_time: 59.9961585999, propagate_backward_time: 96.1288604736, weight_update_time: 0.1540057063, other_time: 8.0341033936
epoch time: 13.9162168503s, input_fired_time: 0.1852879077, output_fired_time: 0.0000000000, propagate_forward_time: 12.1519575119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5789718628
validation[          , genome  7052] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       880.53296, best error:       853.64240 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.6339569092s, input_fired_time: 1.6864955425, output_fired_time: 1.0751402378, propagate_forward_time: 59.9329719543, propagate_backward_time: 95.8733596802, weight_update_time: 0.1431465000, other_time: 8.0660018921
epoch time: 13.7466602325s, input_fired_time: 0.1845803261, output_fired_time: 0.0000000000, propagate_forward_time: 12.0021533966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5599269867
validation[          , genome  7052] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       902.07574, best error:       853.64240 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 165.9559020996s, input_fired_time: 1.7724295855, output_fired_time: 1.0613551140, propagate_forward_time: 59.8650627136, propagate_backward_time: 95.2546539307, weight_update_time: 0.1424270123, other_time: 8.0023956299
epoch time: 13.6851215363s, input_fired_time: 0.1845495254, output_fired_time: 0.0000000000, propagate_forward_time: 11.9597730637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5407991409
validation[          , genome  7052] predictions:    9702/  10000 (97.02%), best:    9745/10000 (97.45%), error:      1018.73621, best error:       853.64240 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 166.4919586182s, input_fired_time: 1.7326470613, output_fired_time: 1.0894255638, propagate_forward_time: 59.9431419373, propagate_backward_time: 95.7233963013, weight_update_time: 0.1465121508, other_time: 8.0033340454
epoch time: 13.8571195602s, input_fired_time: 0.1955474317, output_fired_time: 0.0000000000, propagate_forward_time: 12.0867195129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5748529434
validation[          , genome  7052] predictions:    9735/  10000 (97.35%), best:    9745/10000 (97.45%), error:       876.59326, best error:       853.64240 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 165.7693023682s, input_fired_time: 1.7786679268, output_fired_time: 1.0602222681, propagate_forward_time: 59.6959304810, propagate_backward_time: 95.1897964478, weight_update_time: 0.1421255618, other_time: 8.0446777344
epoch time: 13.8657417297s, input_fired_time: 0.1926911771, output_fired_time: 0.0000000000, propagate_forward_time: 12.0855970383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5874538422
validation[          , genome  7052] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       864.15491, best error:       853.64240 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 166.1109619141s, input_fired_time: 1.6876180172, output_fired_time: 1.0596668720, propagate_forward_time: 59.8461914062, propagate_backward_time: 95.4059829712, weight_update_time: 0.1464407593, other_time: 8.1115036011
epoch time: 13.7708492279s, input_fired_time: 0.1900321692, output_fired_time: 0.0000000000, propagate_forward_time: 12.0224857330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5583314896
validation[          , genome  7052] predictions:    9692/  10000 (96.92%), best:    9745/10000 (97.45%), error:      1020.22772, best error:       853.64240 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 166.7746429443s, input_fired_time: 1.7028248310, output_fired_time: 1.0783321857, propagate_forward_time: 60.2561492920, propagate_backward_time: 95.6528244019, weight_update_time: 0.1507702619, other_time: 8.0845108032
epoch time: 14.1560850143s, input_fired_time: 0.1845587045, output_fired_time: 0.0000000000, propagate_forward_time: 12.3755369186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5959892273
validation[          , genome  7052] predictions:    9748/  10000 (97.48%), best:    9745/10000 (97.45%), error:       865.42798, best error:       853.64240 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 166.7294006348s, input_fired_time: 1.7010149956, output_fired_time: 1.0866559744, propagate_forward_time: 60.0650177002, propagate_backward_time: 95.8810348511, weight_update_time: 0.1506432295, other_time: 7.9956741333
epoch time: 13.7733259201s, input_fired_time: 0.1864501983, output_fired_time: 0.0000000000, propagate_forward_time: 11.9964532852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5904226303
validation[          , genome  7052] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       869.61084, best error:       853.64240 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 166.4527893066s, input_fired_time: 1.6933192015, output_fired_time: 1.0618547201, propagate_forward_time: 60.0460090637, propagate_backward_time: 95.6397857666, weight_update_time: 0.1557974815, other_time: 8.0118255615
epoch time: 13.7074813843s, input_fired_time: 0.1846478581, output_fired_time: 0.0000000000, propagate_forward_time: 11.9760065079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5468273163
validation[          , genome  7052] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       906.40546, best error:       853.64240 on epoch:    67, 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: 68.9280776978s, input_fired_time: 0.9316220880, output_fired_time: 0.0000000000, propagate_forward_time: 60.1043663025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8920860291
best training[          , genome  7052] predictions:   49450/  50000 (98.90%), best:    9745/10000 (97.45%), error:      2053.44116, best error:       853.64240 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 14.3553895950s, input_fired_time: 0.1837118268, output_fired_time: 0.0000000000, propagate_forward_time: 12.1630382538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0086393356
   testing[          , genome  7052] predictions:    9774/  10000 (97.74%), best:    9745/10000 (97.45%), error:       743.93469, best error:       853.64240 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:44:55 (29868): called boinc_finish(0)

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