Nameexact_genome_1512568488_43_7121_0
Workunit2606867
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:20 UTC
Report deadline18 Dec 2017, 7:08:15 UTC
Received8 Dec 2017, 13:02:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 37 min 15 sec
CPU time3 hours 31 min 42 sec
Validate stateValid
Credit2,573.60
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size122.99 MB
Peak swap size2,591.43 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.9130083323, output_fired_time: 0.6333577037, propagate_forward_time: 34.5380859375, propagate_backward_time: 83.0507507324, weight_update_time: 0.1290704608, other_time: 2.0106887817
epoch time: 7.2828965187s, input_fired_time: 0.1191004515, output_fired_time: 0.0000000000, propagate_forward_time: 6.8104920387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533039093
validation[          , genome  7121] predictions:    9695/  10000 (96.95%), best:    9715/10000 (97.15%), error:      1049.02600, best error:       975.01031 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 121.1012039185s, input_fired_time: 0.9109258056, output_fired_time: 0.6388618350, propagate_forward_time: 34.4851150513, propagate_backward_time: 83.0700836182, weight_update_time: 0.1252503842, other_time: 1.9962158203
epoch time: 7.3806352615s, input_fired_time: 0.1204609424, output_fired_time: 0.0000000000, propagate_forward_time: 6.8967156410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634586334
validation[          , genome  7121] predictions:    9653/  10000 (96.53%), best:    9715/10000 (97.15%), error:      1222.30066, best error:       975.01031 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 120.9107666016s, input_fired_time: 0.9089639187, output_fired_time: 0.6565570235, propagate_forward_time: 34.4732742310, propagate_backward_time: 82.8514633179, weight_update_time: 0.1230068728, other_time: 2.0205078125
epoch time: 7.3658299446s, input_fired_time: 0.1180525348, output_fired_time: 0.0000000000, propagate_forward_time: 6.8877644539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600130081
validation[          , genome  7121] predictions:    9680/  10000 (96.80%), best:    9715/10000 (97.15%), error:      1102.46509, best error:       975.01031 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 121.4318466187s, input_fired_time: 0.9158732295, output_fired_time: 0.6428930163, propagate_forward_time: 34.5398101807, propagate_backward_time: 83.3288574219, weight_update_time: 0.1267439425, other_time: 2.0044174194
epoch time: 7.3839702606s, input_fired_time: 0.1186249629, output_fired_time: 0.0000000000, propagate_forward_time: 6.9079923630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573527336
validation[          , genome  7121] predictions:    9693/  10000 (96.93%), best:    9715/10000 (97.15%), error:      1059.38586, best error:       975.01031 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 121.0435180664s, input_fired_time: 0.9053251743, output_fired_time: 0.6403136849, propagate_forward_time: 34.5249557495, propagate_backward_time: 82.9839477539, weight_update_time: 0.1254095733, other_time: 1.9889755249
epoch time: 7.3778109550s, input_fired_time: 0.1185400262, output_fired_time: 0.0000000000, propagate_forward_time: 6.8957614899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635096550
validation[          , genome  7121] predictions:    9607/  10000 (96.07%), best:    9715/10000 (97.15%), error:      1282.63867, best error:       975.01031 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.4624099731s, input_fired_time: 0.9056723714, output_fired_time: 0.6398630738, propagate_forward_time: 34.5051689148, propagate_backward_time: 83.4172058105, weight_update_time: 0.1238402352, other_time: 1.9945068359
epoch time: 7.3744535446s, input_fired_time: 0.1175396740, output_fired_time: 0.0000000000, propagate_forward_time: 6.8893556595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675580025
validation[          , genome  7121] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       912.66785, best error:       912.66785 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 120.9450225830s, input_fired_time: 0.9164337516, output_fired_time: 0.6409308910, propagate_forward_time: 34.3977813721, propagate_backward_time: 82.9766159058, weight_update_time: 0.1273421794, other_time: 2.0132598877
epoch time: 7.3827757835s, input_fired_time: 0.1184645444, output_fired_time: 0.0000000000, propagate_forward_time: 6.9041738510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601374626
validation[          , genome  7121] predictions:    9688/  10000 (96.88%), best:    9730/10000 (97.30%), error:      1068.24243, best error:       912.66785 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 121.1398010254s, input_fired_time: 0.9031369090, output_fired_time: 0.6396479011, propagate_forward_time: 34.5262260437, propagate_backward_time: 83.0794448853, weight_update_time: 0.1255718172, other_time: 1.9913406372
epoch time: 7.3501963615s, input_fired_time: 0.1171577051, output_fired_time: 0.0000000000, propagate_forward_time: 6.8788642883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541741371
validation[          , genome  7121] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1101.05408, best error:       912.66785 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 121.3092651367s, input_fired_time: 0.9181742072, output_fired_time: 0.6498469114, propagate_forward_time: 34.4829902649, propagate_backward_time: 83.2607345581, weight_update_time: 0.1291259080, other_time: 1.9975204468
epoch time: 7.3643059731s, input_fired_time: 0.1167506278, output_fired_time: 0.0000000000, propagate_forward_time: 6.8880395889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595156670
validation[          , genome  7121] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:      1009.86377, best error:       912.66785 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.1370468140s, input_fired_time: 0.9042063951, output_fired_time: 0.6496046185, propagate_forward_time: 34.4537200928, propagate_backward_time: 83.1407089233, weight_update_time: 0.1305283904, other_time: 1.9888076782
epoch time: 7.3631124496s, input_fired_time: 0.1219213307, output_fired_time: 0.0000000000, propagate_forward_time: 6.8836674690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575234413
validation[          , genome  7121] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:      1020.63318, best error:       912.66785 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.0802154541s, input_fired_time: 0.9042578936, output_fired_time: 0.6375551820, propagate_forward_time: 34.4029579163, propagate_backward_time: 83.1318817139, weight_update_time: 0.1237074360, other_time: 2.0035552979
epoch time: 7.3312573433s, input_fired_time: 0.1238809675, output_fired_time: 0.0000000000, propagate_forward_time: 6.8478112221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595652580
validation[          , genome  7121] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       920.46417, best error:       912.66785 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 121.2491226196s, input_fired_time: 0.9150011539, output_fired_time: 0.6353964210, propagate_forward_time: 34.5375213623, propagate_backward_time: 83.1624450684, weight_update_time: 0.1273068488, other_time: 1.9987564087
epoch time: 7.3991603851s, input_fired_time: 0.1211929396, output_fired_time: 0.0000000000, propagate_forward_time: 6.9145903587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633770943
validation[          , genome  7121] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1083.34802, best error:       912.66785 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 121.2401580811s, input_fired_time: 0.9117041826, output_fired_time: 0.6398215890, propagate_forward_time: 34.4862976074, propagate_backward_time: 83.1944198608, weight_update_time: 0.1248046011, other_time: 2.0079116821
epoch time: 7.3421454430s, input_fired_time: 0.1179751679, output_fired_time: 0.0000000000, propagate_forward_time: 6.8658800125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582901955
validation[          , genome  7121] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       901.27997, best error:       901.27997 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.8040008545s, input_fired_time: 0.9097196460, output_fired_time: 0.6357489228, propagate_forward_time: 34.4015197754, propagate_backward_time: 82.8635253906, weight_update_time: 0.1245572716, other_time: 1.9934844971
epoch time: 7.3559069633s, input_fired_time: 0.1202373579, output_fired_time: 0.0000000000, propagate_forward_time: 6.8775768280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580927849
validation[          , genome  7121] predictions:    9659/  10000 (96.59%), best:    9725/10000 (97.25%), error:      1083.63550, best error:       901.27997 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 121.1326293945s, input_fired_time: 0.9117748141, output_fired_time: 0.6404408216, propagate_forward_time: 34.4658355713, propagate_backward_time: 83.1126937866, weight_update_time: 0.1227295697, other_time: 2.0018844604
epoch time: 7.3342709541s, input_fired_time: 0.1217139363, output_fired_time: 0.0000000000, propagate_forward_time: 6.8559036255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566532135
validation[          , genome  7121] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:       942.06030, best error:       901.27997 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 120.9367980957s, input_fired_time: 0.9215137959, output_fired_time: 0.6353365183, propagate_forward_time: 34.4583740234, propagate_backward_time: 82.9097518921, weight_update_time: 0.1256359965, other_time: 2.0118179321
epoch time: 7.3787040710s, input_fired_time: 0.1203026697, output_fired_time: 0.0000000000, propagate_forward_time: 6.8988718987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595294952
validation[          , genome  7121] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       975.62128, best error:       901.27997 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 121.1292190552s, input_fired_time: 0.9321144819, output_fired_time: 0.6477461457, propagate_forward_time: 34.4366226196, propagate_backward_time: 83.0983810425, weight_update_time: 0.1249698028, other_time: 2.0143585205
epoch time: 7.3420948982s, input_fired_time: 0.1214154288, output_fired_time: 0.0000000000, propagate_forward_time: 6.8655853271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550939560
validation[          , genome  7121] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:      1023.41040, best error:       901.27997 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 120.9383773804s, input_fired_time: 0.9206822515, output_fired_time: 0.6345795989, propagate_forward_time: 34.4423828125, propagate_backward_time: 82.9533767700, weight_update_time: 0.1267931312, other_time: 1.9873504639
epoch time: 7.4269433022s, input_fired_time: 0.1239977926, output_fired_time: 0.0000000000, propagate_forward_time: 6.9421701431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607754707
validation[          , genome  7121] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       963.21948, best error:       901.27997 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 121.0247802734s, input_fired_time: 0.9196166396, output_fired_time: 0.6399260163, propagate_forward_time: 34.4485054016, propagate_backward_time: 83.0102615356, weight_update_time: 0.1237119809, other_time: 2.0064773560
epoch time: 7.3787188530s, input_fired_time: 0.1197077334, output_fired_time: 0.0000000000, propagate_forward_time: 6.8948545456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641567230
validation[          , genome  7121] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       901.34064, best error:       901.27997 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 121.0745315552s, input_fired_time: 0.9126929045, output_fired_time: 0.6404351592, propagate_forward_time: 34.4633331299, propagate_backward_time: 83.0569458008, weight_update_time: 0.1278588176, other_time: 2.0011291504
epoch time: 7.3847708702s, input_fired_time: 0.1215786710, output_fired_time: 0.0000000000, propagate_forward_time: 6.8952779770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679141998
validation[          , genome  7121] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       898.66028, best error:       898.66028 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.8162155151s, input_fired_time: 0.9217135310, output_fired_time: 0.6376741529, propagate_forward_time: 34.4357719421, propagate_backward_time: 82.8378524780, weight_update_time: 0.1239568591, other_time: 1.9832077026
epoch time: 7.4009270668s, input_fired_time: 0.1251258850, output_fired_time: 0.0000000000, propagate_forward_time: 6.9147295952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610715866
validation[          , genome  7121] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       943.81561, best error:       898.66028 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.2223052979s, input_fired_time: 0.9215998054, output_fired_time: 0.6487553716, propagate_forward_time: 34.4647941589, propagate_backward_time: 83.1851196289, weight_update_time: 0.1265908927, other_time: 2.0020294189
epoch time: 7.4172592163s, input_fired_time: 0.1209258363, output_fired_time: 0.0000000000, propagate_forward_time: 6.9363622665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599710464
validation[          , genome  7121] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       908.07025, best error:       898.66028 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.6152877808s, input_fired_time: 0.9109414220, output_fired_time: 0.6437463164, propagate_forward_time: 34.3191909790, propagate_backward_time: 82.7503204346, weight_update_time: 0.1246053874, other_time: 1.9910888672
epoch time: 7.3635339737s, input_fired_time: 0.1201759651, output_fired_time: 0.0000000000, propagate_forward_time: 6.8801722527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631858826
validation[          , genome  7121] predictions:    9697/  10000 (96.97%), best:    9735/10000 (97.35%), error:      1054.17517, best error:       898.66028 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 121.1147918701s, input_fired_time: 0.9125752449, output_fired_time: 0.6401409507, propagate_forward_time: 34.5161552429, propagate_backward_time: 83.0477981567, weight_update_time: 0.1231610775, other_time: 1.9981155396
epoch time: 7.3485469818s, input_fired_time: 0.1201288253, output_fired_time: 0.0000000000, propagate_forward_time: 6.8621735573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662447929
validation[          , genome  7121] predictions:    9727/  10000 (97.27%), best:    9735/10000 (97.35%), error:       923.05298, best error:       898.66028 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 121.1868133545s, input_fired_time: 0.9244073629, output_fired_time: 0.6406966448, propagate_forward_time: 34.5508842468, propagate_backward_time: 83.0532302856, weight_update_time: 0.1296009570, other_time: 2.0176010132
epoch time: 7.3996930122s, input_fired_time: 0.1190073714, output_fired_time: 0.0000000000, propagate_forward_time: 6.9095301628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711552620
validation[          , genome  7121] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       859.21704, best error:       859.21704 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 120.7651519775s, input_fired_time: 0.9200244546, output_fired_time: 0.6345528364, propagate_forward_time: 34.3572387695, propagate_backward_time: 82.8481063843, weight_update_time: 0.1277923435, other_time: 2.0052337646
epoch time: 7.3988580704s, input_fired_time: 0.1229769215, output_fired_time: 0.0000000000, propagate_forward_time: 6.9123129845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635683060
validation[          , genome  7121] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       936.50305, best error:       859.21704 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.2104187012s, input_fired_time: 0.9151422977, output_fired_time: 0.6546592712, propagate_forward_time: 34.5474929810, propagate_backward_time: 83.0996170044, weight_update_time: 0.1267195344, other_time: 1.9934997559
epoch time: 7.3735427856s, input_fired_time: 0.1214517727, output_fired_time: 0.0000000000, propagate_forward_time: 6.8898086548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622822762
validation[          , genome  7121] predictions:    9349/  10000 (93.49%), best:    9748/10000 (97.48%), error:      3076.77686, best error:       859.21704 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

resetting weights to those on epoch: 38
epoch time: 121.0056076050s, input_fired_time: 0.9232785702, output_fired_time: 0.6495503187, propagate_forward_time: 34.4836425781, propagate_backward_time: 82.9547042847, weight_update_time: 0.1245978400, other_time: 1.9944305420
epoch time: 7.4233016968s, input_fired_time: 0.1233714968, output_fired_time: 0.0000000000, propagate_forward_time: 6.9415516853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583784103
validation[          , genome  7121] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1031.71899, best error:       859.21704 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 121.1022796631s, input_fired_time: 0.9297562242, output_fired_time: 0.6468493342, propagate_forward_time: 34.4377250671, propagate_backward_time: 83.0936431885, weight_update_time: 0.1280638576, other_time: 1.9943084717
epoch time: 7.3914422989s, input_fired_time: 0.1216206104, output_fired_time: 0.0000000000, propagate_forward_time: 6.9046368599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651847839
validation[          , genome  7121] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       947.47308, best error:       859.21704 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.6651687622s, input_fired_time: 0.9219727516, output_fired_time: 0.6373140812, propagate_forward_time: 34.3265266418, propagate_backward_time: 82.7862396240, weight_update_time: 0.1228742972, other_time: 1.9931182861
epoch time: 7.3640923500s, input_fired_time: 0.1211775243, output_fired_time: 0.0000000000, propagate_forward_time: 6.8786125183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643021584
validation[          , genome  7121] predictions:    9658/  10000 (96.58%), best:    9748/10000 (97.48%), error:      1240.03174, best error:       859.21704 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.9955139160s, input_fired_time: 0.9203881025, output_fired_time: 0.6404010653, propagate_forward_time: 34.4367561340, propagate_backward_time: 82.9934082031, weight_update_time: 0.1261018068, other_time: 2.0045623779
epoch time: 7.3927292824s, input_fired_time: 0.1194842309, output_fired_time: 0.0000000000, propagate_forward_time: 6.9137449265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594999313
validation[          , genome  7121] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       819.77527, best error:       819.77527 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 121.1540603638s, input_fired_time: 0.9280575514, output_fired_time: 0.6535801291, propagate_forward_time: 34.5429878235, propagate_backward_time: 83.0361328125, weight_update_time: 0.1251593232, other_time: 1.9933013916
epoch time: 7.3977398872s, input_fired_time: 0.1247221678, output_fired_time: 0.0000000000, propagate_forward_time: 6.9090409279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639769554
validation[          , genome  7121] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       912.49976, best error:       819.77527 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 120.9708557129s, input_fired_time: 0.9153281450, output_fired_time: 0.6470346451, propagate_forward_time: 34.4160728455, propagate_backward_time: 82.9694061279, weight_update_time: 0.1234864369, other_time: 2.0230102539
epoch time: 7.3754153252s, input_fired_time: 0.1211610809, output_fired_time: 0.0000000000, propagate_forward_time: 6.8903250694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639292717
validation[          , genome  7121] predictions:    9673/  10000 (96.73%), best:    9757/10000 (97.57%), error:      1104.05957, best error:       819.77527 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 121.0108871460s, input_fired_time: 0.9323161244, output_fired_time: 0.6368539929, propagate_forward_time: 34.4383430481, propagate_backward_time: 83.0145034790, weight_update_time: 0.1230601445, other_time: 1.9888687134
epoch time: 7.4291348457s, input_fired_time: 0.1241616309, output_fired_time: 0.0000000000, propagate_forward_time: 6.9350919724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698811531
validation[          , genome  7121] predictions:    9723/  10000 (97.23%), best:    9757/10000 (97.57%), error:       954.46442, best error:       819.77527 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 121.0618209839s, input_fired_time: 0.9271826148, output_fired_time: 0.6388113499, propagate_forward_time: 34.4330940247, propagate_backward_time: 83.0793609619, weight_update_time: 0.1234241873, other_time: 1.9833679199
epoch time: 7.3911728859s, input_fired_time: 0.1246335432, output_fired_time: 0.0000000000, propagate_forward_time: 6.9071569443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593826294
validation[          , genome  7121] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       823.78589, best error:       819.77527 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.1664505005s, input_fired_time: 0.9295248985, output_fired_time: 0.6446120739, propagate_forward_time: 34.4427986145, propagate_backward_time: 83.1389160156, weight_update_time: 0.1313962936, other_time: 2.0105895996
epoch time: 7.4410820007s, input_fired_time: 0.1225145981, output_fired_time: 0.0000000000, propagate_forward_time: 6.9507069588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678603172
validation[          , genome  7121] predictions:    9728/  10000 (97.28%), best:    9757/10000 (97.57%), error:       891.63550, best error:       819.77527 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 121.2877120972s, input_fired_time: 0.9297470450, output_fired_time: 0.6457727551, propagate_forward_time: 34.5172424316, propagate_backward_time: 83.1798934937, weight_update_time: 0.1238149628, other_time: 2.0150527954
epoch time: 7.3346643448s, input_fired_time: 0.1238601282, output_fired_time: 0.0000000000, propagate_forward_time: 6.8485341072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622698784
validation[          , genome  7121] predictions:    9713/  10000 (97.13%), best:    9757/10000 (97.57%), error:       940.44006, best error:       819.77527 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 121.2190399170s, input_fired_time: 0.9167374372, output_fired_time: 0.6478312016, propagate_forward_time: 34.4874343872, propagate_backward_time: 83.1556167603, weight_update_time: 0.1237703413, other_time: 2.0114135742
epoch time: 7.3558611870s, input_fired_time: 0.1208216846, output_fired_time: 0.0000000000, propagate_forward_time: 6.8738193512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612203598
validation[          , genome  7121] predictions:    9686/  10000 (96.86%), best:    9757/10000 (97.57%), error:      1051.15039, best error:       819.77527 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 121.3145217896s, input_fired_time: 0.9299039245, output_fired_time: 0.6480704546, propagate_forward_time: 34.5950775146, propagate_backward_time: 83.1402206421, weight_update_time: 0.1279833764, other_time: 2.0012512207
epoch time: 7.3453416824s, input_fired_time: 0.1272314638, output_fired_time: 0.0000000000, propagate_forward_time: 6.8620018959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561081886
validation[          , genome  7121] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       839.00018, best error:       819.77527 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.1526870728s, input_fired_time: 0.9216893911, output_fired_time: 0.6409555674, propagate_forward_time: 34.5324401855, propagate_backward_time: 83.0549087524, weight_update_time: 0.1225425303, other_time: 2.0026931763
epoch time: 7.4335947037s, input_fired_time: 0.1239698604, output_fired_time: 0.0000000000, propagate_forward_time: 6.9498934746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597311974
validation[          , genome  7121] predictions:    9666/  10000 (96.66%), best:    9757/10000 (97.57%), error:      1019.56207, best error:       819.77527 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.1959152222s, input_fired_time: 0.9306574464, output_fired_time: 0.6384358406, propagate_forward_time: 34.5551071167, propagate_backward_time: 83.0795516968, weight_update_time: 0.1236579791, other_time: 1.9921646118
epoch time: 7.3703417778s, input_fired_time: 0.1224944293, output_fired_time: 0.0000000000, propagate_forward_time: 6.8807239532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671236038
validation[          , genome  7121] predictions:    9706/  10000 (97.06%), best:    9757/10000 (97.57%), error:       962.53864, best error:       819.77527 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 121.0525283813s, input_fired_time: 0.9348473549, output_fired_time: 0.6432849169, propagate_forward_time: 34.4546318054, propagate_backward_time: 83.0316925049, weight_update_time: 0.1261698157, other_time: 1.9880676270
epoch time: 7.3592829704s, input_fired_time: 0.1208245158, output_fired_time: 0.0000000000, propagate_forward_time: 6.8804636002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579950333
validation[          , genome  7121] predictions:    9411/  10000 (94.11%), best:    9757/10000 (97.57%), error:      1989.87158, best error:       819.77527 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.4066696167s, input_fired_time: 0.9338665605, output_fired_time: 0.6511967182, propagate_forward_time: 34.4316101074, propagate_backward_time: 83.3810958862, weight_update_time: 0.1277091652, other_time: 2.0088958740
epoch time: 7.3961782455s, input_fired_time: 0.1309059858, output_fired_time: 0.0000000000, propagate_forward_time: 6.8996028900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656692505
validation[          , genome  7121] predictions:    9708/  10000 (97.08%), best:    9757/10000 (97.57%), error:       993.40527, best error:       819.77527 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 120.9615097046s, input_fired_time: 0.9270591140, output_fired_time: 0.6473023891, propagate_forward_time: 34.4407081604, propagate_backward_time: 82.9276657104, weight_update_time: 0.1272979230, other_time: 2.0187759399
epoch time: 7.3374824524s, input_fired_time: 0.1195662096, output_fired_time: 0.0000000000, propagate_forward_time: 6.8567790985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611369133
validation[          , genome  7121] predictions:    9664/  10000 (96.64%), best:    9757/10000 (97.57%), error:      1076.81909, best error:       819.77527 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 120.9500045776s, input_fired_time: 0.9284887314, output_fired_time: 0.6473186016, propagate_forward_time: 34.4114990234, propagate_backward_time: 82.9634628296, weight_update_time: 0.1237424836, other_time: 1.9992370605
epoch time: 7.3704056740s, input_fired_time: 0.1271775514, output_fired_time: 0.0000000000, propagate_forward_time: 6.8797841072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634438515
validation[          , genome  7121] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       869.90460, best error:       819.77527 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.3054351807s, input_fired_time: 0.9259952903, output_fired_time: 0.6401534677, propagate_forward_time: 34.5151519775, propagate_backward_time: 83.2271804810, weight_update_time: 0.1263901442, other_time: 1.9969558716
epoch time: 7.4495096207s, input_fired_time: 0.1214657500, output_fired_time: 0.0000000000, propagate_forward_time: 6.9603252411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677186966
validation[          , genome  7121] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:      1028.54895, best error:       819.77527 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 121.1696701050s, input_fired_time: 0.9297626615, output_fired_time: 0.6383917332, propagate_forward_time: 34.4768905640, propagate_backward_time: 83.1099700928, weight_update_time: 0.1285894513, other_time: 2.0146560669
epoch time: 7.3860192299s, input_fired_time: 0.1212679967, output_fired_time: 0.0000000000, propagate_forward_time: 6.9084277153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563237190
validation[          , genome  7121] predictions:    9700/  10000 (97.00%), best:    9757/10000 (97.57%), error:       979.24438, best error:       819.77527 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.0963897705s, input_fired_time: 0.9313319325, output_fired_time: 0.6416960955, propagate_forward_time: 34.4064979553, propagate_backward_time: 83.1331024170, weight_update_time: 0.1240144670, other_time: 1.9837646484
epoch time: 7.3527789116s, input_fired_time: 0.1241434142, output_fired_time: 0.0000000000, propagate_forward_time: 6.8622527122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663825989
validation[          , genome  7121] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       893.09192, best error:       819.77527 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.9365692139s, input_fired_time: 0.9246366024, output_fired_time: 0.6433689594, propagate_forward_time: 34.4027976990, propagate_backward_time: 82.9664077759, weight_update_time: 0.1277566701, other_time: 1.9993515015
epoch time: 7.4205951691s, input_fired_time: 0.1230222881, output_fired_time: 0.0000000000, propagate_forward_time: 6.9335136414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640594482
validation[          , genome  7121] predictions:    9693/  10000 (96.93%), best:    9757/10000 (97.57%), error:       989.89874, best error:       819.77527 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 121.3028564453s, input_fired_time: 0.9294667244, output_fired_time: 0.6589170098, propagate_forward_time: 34.5377922058, propagate_backward_time: 83.1946945190, weight_update_time: 0.1245711297, other_time: 1.9819869995
epoch time: 7.3406648636s, input_fired_time: 0.1242710352, output_fired_time: 0.0000000000, propagate_forward_time: 6.8589615822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574323654
validation[          , genome  7121] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       842.63861, best error:       819.77527 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 121.0365982056s, input_fired_time: 0.9291876554, output_fired_time: 0.6457080245, propagate_forward_time: 34.4709434509, propagate_backward_time: 82.9784698486, weight_update_time: 0.1282503009, other_time: 2.0122985840
epoch time: 7.3570876122s, input_fired_time: 0.1215238795, output_fired_time: 0.0000000000, propagate_forward_time: 6.8771448135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584189415
validation[          , genome  7121] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       806.54688, best error:       806.54688 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.1263504028s, input_fired_time: 0.9279599190, output_fired_time: 0.6445423961, propagate_forward_time: 34.4059028625, propagate_backward_time: 83.1617507935, weight_update_time: 0.1229514852, other_time: 1.9861984253
epoch time: 7.4167857170s, input_fired_time: 0.1268138438, output_fired_time: 0.0000000000, propagate_forward_time: 6.9314126968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585591316
validation[          , genome  7121] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       941.87225, best error:       806.54688 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 121.3760070801s, input_fired_time: 0.9347646832, output_fired_time: 0.6432347298, propagate_forward_time: 34.4997100830, propagate_backward_time: 83.3158721924, weight_update_time: 0.1234442070, other_time: 1.9824295044
epoch time: 7.3334722519s, input_fired_time: 0.1214922816, output_fired_time: 0.0000000000, propagate_forward_time: 6.8443164825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676633835
validation[          , genome  7121] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       836.86444, best error:       806.54688 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 121.0376815796s, input_fired_time: 0.9278232455, output_fired_time: 0.6363021135, propagate_forward_time: 34.4847717285, propagate_backward_time: 82.9851760864, weight_update_time: 0.1235379800, other_time: 2.0036087036
epoch time: 7.3815464973s, input_fired_time: 0.1221099794, output_fired_time: 0.0000000000, propagate_forward_time: 6.8926830292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667535782
validation[          , genome  7121] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       918.28448, best error:       806.54688 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.8673782349s, input_fired_time: 0.9335013628, output_fired_time: 0.6501476169, propagate_forward_time: 34.6110305786, propagate_backward_time: 83.6722335815, weight_update_time: 0.1296069473, other_time: 2.0004653931
epoch time: 7.4085669518s, input_fired_time: 0.1224092990, output_fired_time: 0.0000000000, propagate_forward_time: 6.9294643402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566932678
validation[          , genome  7121] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       927.56696, best error:       806.54688 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 121.2138137817s, input_fired_time: 0.9393085241, output_fired_time: 0.6535719633, propagate_forward_time: 34.4281806946, propagate_backward_time: 83.1704254150, weight_update_time: 0.1246947646, other_time: 2.0223236084
epoch time: 7.3448305130s, input_fired_time: 0.1251948029, output_fired_time: 0.0000000000, propagate_forward_time: 6.8587684631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608670235
validation[          , genome  7121] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       910.10577, best error:       806.54688 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 121.1802368164s, input_fired_time: 0.9299924970, output_fired_time: 0.6421284676, propagate_forward_time: 34.4752693176, propagate_backward_time: 83.1232833862, weight_update_time: 0.1240719184, other_time: 2.0095596313
epoch time: 7.4172434807s, input_fired_time: 0.1252620071, output_fired_time: 0.0000000000, propagate_forward_time: 6.9272236824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647580147
validation[          , genome  7121] predictions:    9712/  10000 (97.12%), best:    9766/10000 (97.66%), error:       942.49225, best error:       806.54688 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.6845245361s, input_fired_time: 0.9439725280, output_fired_time: 0.6402942538, propagate_forward_time: 34.6333656311, propagate_backward_time: 83.4694671631, weight_update_time: 0.1230963543, other_time: 1.9974212646
epoch time: 7.3630294800s, input_fired_time: 0.1257911474, output_fired_time: 0.0000000000, propagate_forward_time: 6.8691372871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681011200
validation[          , genome  7121] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       909.46448, best error:       806.54688 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 120.9719390869s, input_fired_time: 0.9503536224, output_fired_time: 0.6507037282, propagate_forward_time: 34.3809089661, propagate_backward_time: 82.9916992188, weight_update_time: 0.1269203275, other_time: 1.9982757568
epoch time: 7.4143443108s, input_fired_time: 0.1277256161, output_fired_time: 0.0000000000, propagate_forward_time: 6.9254760742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611426353
validation[          , genome  7121] predictions:    9682/  10000 (96.82%), best:    9766/10000 (97.66%), error:      1018.81384, best error:       806.54688 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.0474548340s, input_fired_time: 0.9361305833, output_fired_time: 0.6390452981, propagate_forward_time: 34.5212860107, propagate_backward_time: 82.9545898438, weight_update_time: 0.1234418526, other_time: 1.9963989258
epoch time: 7.4035062790s, input_fired_time: 0.1231008694, output_fired_time: 0.0000000000, propagate_forward_time: 6.9246039391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558015823
validation[          , genome  7121] predictions:    9705/  10000 (97.05%), best:    9766/10000 (97.66%), error:       996.96460, best error:       806.54688 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.1134338379s, input_fired_time: 0.9312359095, output_fired_time: 0.6378629208, propagate_forward_time: 34.4367103577, propagate_backward_time: 83.1022720337, weight_update_time: 0.1235465705, other_time: 2.0053482056
epoch time: 7.3903050423s, input_fired_time: 0.1255499423, output_fired_time: 0.0000000000, propagate_forward_time: 6.9030914307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616638184
validation[          , genome  7121] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       828.91962, best error:       806.54688 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.2187881470s, input_fired_time: 0.9411720037, output_fired_time: 0.6347641349, propagate_forward_time: 34.4837913513, propagate_backward_time: 83.1524963379, weight_update_time: 0.1234653741, other_time: 2.0065612793
epoch time: 7.4547357559s, input_fired_time: 0.1226276383, output_fired_time: 0.0000000000, propagate_forward_time: 6.9700884819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620195389
validation[          , genome  7121] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       814.29999, best error:       806.54688 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.4176483154s, input_fired_time: 0.9519035816, output_fired_time: 0.6587039828, propagate_forward_time: 34.4796676636, propagate_backward_time: 83.3227539062, weight_update_time: 0.1259025633, other_time: 2.0046157837
epoch time: 7.3831253052s, input_fired_time: 0.1277022809, output_fired_time: 0.0000000000, propagate_forward_time: 6.8945531845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608698845
validation[          , genome  7121] predictions:    9690/  10000 (96.90%), best:    9766/10000 (97.66%), error:      1001.04987, best error:       806.54688 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 121.4440002441s, input_fired_time: 0.9285619259, output_fired_time: 0.6412942410, propagate_forward_time: 34.5435600281, propagate_backward_time: 83.3448562622, weight_update_time: 0.1250517368, other_time: 1.9857254028
epoch time: 7.3598494530s, input_fired_time: 0.1245460063, output_fired_time: 0.0000000000, propagate_forward_time: 6.8706684113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646349907
validation[          , genome  7121] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       855.12219, best error:       806.54688 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.3608016968s, input_fired_time: 0.9276687503, output_fired_time: 0.6524141431, propagate_forward_time: 34.5805549622, propagate_backward_time: 83.1927719116, weight_update_time: 0.1256725192, other_time: 2.0073928833
epoch time: 7.3195443153s, input_fired_time: 0.1240695938, output_fired_time: 0.0000000000, propagate_forward_time: 6.8379607201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575139046
validation[          , genome  7121] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       911.82336, best error:       806.54688 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 121.2086486816s, input_fired_time: 0.9481988549, output_fired_time: 0.6348205805, propagate_forward_time: 34.4810791016, propagate_backward_time: 83.1533432007, weight_update_time: 0.1313302517, other_time: 1.9912109375
epoch time: 7.3778648376s, input_fired_time: 0.1216519028, output_fired_time: 0.0000000000, propagate_forward_time: 6.8861083984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701043129
validation[          , genome  7121] predictions:    9758/  10000 (97.58%), best:    9766/10000 (97.66%), error:       824.25952, best error:       806.54688 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.1653747559s, input_fired_time: 0.9297541976, output_fired_time: 0.6434588432, propagate_forward_time: 34.4467124939, propagate_backward_time: 83.1397628784, weight_update_time: 0.1233757585, other_time: 2.0056838989
epoch time: 7.3968057632s, input_fired_time: 0.1255244017, output_fired_time: 0.0000000000, propagate_forward_time: 6.9105691910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607120514
validation[          , genome  7121] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       935.81592, best error:       806.54688 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 121.0611724854s, input_fired_time: 0.9426494837, output_fired_time: 0.6509469151, propagate_forward_time: 34.4804840088, propagate_backward_time: 82.9580917358, weight_update_time: 0.1256595105, other_time: 2.0289993286
epoch time: 7.3495841026s, input_fired_time: 0.1233711392, output_fired_time: 0.0000000000, propagate_forward_time: 6.8660674095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601455688
validation[          , genome  7121] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       826.50812, best error:       806.54688 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 121.3983764648s, input_fired_time: 0.9372902513, output_fired_time: 0.6410890222, propagate_forward_time: 34.5393600464, propagate_backward_time: 83.2636947632, weight_update_time: 0.1312225610, other_time: 2.0169372559
epoch time: 7.3738813400s, input_fired_time: 0.1302962899, output_fired_time: 0.0000000000, propagate_forward_time: 6.8815784454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620066643
validation[          , genome  7121] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       860.07941, best error:       806.54688 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 121.3248825073s, input_fired_time: 0.9403046370, output_fired_time: 0.6340047121, propagate_forward_time: 34.5887641907, propagate_backward_time: 83.1647872925, weight_update_time: 0.1241362914, other_time: 1.9970169067
epoch time: 7.3536238670s, input_fired_time: 0.1236555055, output_fired_time: 0.0000000000, propagate_forward_time: 6.8693089485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606595993
validation[          , genome  7121] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       860.02820, best error:       806.54688 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.1982421875s, input_fired_time: 0.9360013008, output_fired_time: 0.6431018114, propagate_forward_time: 34.5543556213, propagate_backward_time: 83.0748901367, weight_update_time: 0.1302419156, other_time: 1.9898834229
epoch time: 7.3570265770s, input_fired_time: 0.1256039888, output_fired_time: 0.0000000000, propagate_forward_time: 6.8756847382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557376862
validation[          , genome  7121] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       854.78326, best error:       806.54688 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.2393875122s, input_fired_time: 0.9454914331, output_fired_time: 0.6375284195, propagate_forward_time: 34.5170402527, propagate_backward_time: 83.1457977295, weight_update_time: 0.1239726394, other_time: 1.9935302734
epoch time: 7.3553380966s, input_fired_time: 0.1235647872, output_fired_time: 0.0000000000, propagate_forward_time: 6.8701519966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616213799
validation[          , genome  7121] predictions:    9720/  10000 (97.20%), best:    9766/10000 (97.66%), error:       911.19385, best error:       806.54688 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 121.1082153320s, input_fired_time: 0.9340501428, output_fired_time: 0.6461749673, propagate_forward_time: 34.4840011597, propagate_backward_time: 83.0100402832, weight_update_time: 0.1372430176, other_time: 2.0339508057
epoch time: 7.3873591423s, input_fired_time: 0.1232779473, output_fired_time: 0.0000000000, propagate_forward_time: 6.8961434364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679375648
validation[          , genome  7121] predictions:    9730/  10000 (97.30%), best:    9766/10000 (97.66%), error:       930.69830, best error:       806.54688 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 121.2482376099s, input_fired_time: 0.9424793720, output_fired_time: 0.6545687914, propagate_forward_time: 34.4203720093, propagate_backward_time: 83.2393875122, weight_update_time: 0.1280234754, other_time: 1.9914245605
epoch time: 7.4048686028s, input_fired_time: 0.1279398054, output_fired_time: 0.0000000000, propagate_forward_time: 6.9159512520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609776497
validation[          , genome  7121] predictions:    9705/  10000 (97.05%), best:    9766/10000 (97.66%), error:       936.99292, best error:       806.54688 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.1830673218s, input_fired_time: 0.9383357763, output_fired_time: 0.6413056254, propagate_forward_time: 34.4312095642, propagate_backward_time: 83.1615524292, weight_update_time: 0.1271207184, other_time: 2.0106582642
epoch time: 7.4046311378s, input_fired_time: 0.1247771829, output_fired_time: 0.0000000000, propagate_forward_time: 6.9101638794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696899414
validation[          , genome  7121] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       908.09540, best error:       806.54688 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 121.2445907593s, input_fired_time: 0.9379826784, output_fired_time: 0.6380627751, propagate_forward_time: 34.5249176025, propagate_backward_time: 83.1665954590, weight_update_time: 0.1232872903, other_time: 1.9770355225
epoch time: 7.3896312714s, input_fired_time: 0.1275842339, output_fired_time: 0.0000000000, propagate_forward_time: 6.8940558434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679909706
validation[          , genome  7121] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       841.14410, best error:       806.54688 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.2309799194s, input_fired_time: 0.9487166405, output_fired_time: 0.6375352740, propagate_forward_time: 34.4747734070, propagate_backward_time: 83.1722412109, weight_update_time: 0.1296346337, other_time: 1.9977111816
epoch time: 7.3824138641s, input_fired_time: 0.1228355169, output_fired_time: 0.0000000000, propagate_forward_time: 6.8947291374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648490906
validation[          , genome  7121] predictions:    9767/  10000 (97.67%), best:    9766/10000 (97.66%), error:       833.70471, best error:       806.54688 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.2438964844s, input_fired_time: 0.9431554675, output_fired_time: 0.6464891434, propagate_forward_time: 34.5147094727, propagate_backward_time: 83.1388931274, weight_update_time: 0.1264080852, other_time: 2.0006484985
epoch time: 7.3680868149s, input_fired_time: 0.1255315393, output_fired_time: 0.0000000000, propagate_forward_time: 6.8800320625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625230789
validation[          , genome  7121] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       866.95953, best error:       806.54688 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.2150878906s, input_fired_time: 0.9493970275, output_fired_time: 0.6407914162, propagate_forward_time: 34.5107421875, propagate_backward_time: 83.1241073608, weight_update_time: 0.1281214803, other_time: 1.9900512695
epoch time: 7.3593659401s, input_fired_time: 0.1255739182, output_fired_time: 0.0000000000, propagate_forward_time: 6.8710117340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627800941
validation[          , genome  7121] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       834.71582, best error:       806.54688 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.3152084351s, input_fired_time: 0.9421904683, output_fired_time: 0.6513630748, propagate_forward_time: 34.5777740479, propagate_backward_time: 83.1549377441, weight_update_time: 0.1269000918, other_time: 1.9889450073
epoch time: 7.3615770340s, input_fired_time: 0.1250315160, output_fired_time: 0.0000000000, propagate_forward_time: 6.8778305054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587150574
validation[          , genome  7121] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       810.92010, best error:       806.54688 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.1554565430s, input_fired_time: 0.9402334690, output_fired_time: 0.6402027011, propagate_forward_time: 34.3886108398, propagate_backward_time: 83.2034683228, weight_update_time: 0.1242635772, other_time: 1.9829406738
epoch time: 7.3219184875s, input_fired_time: 0.1235642582, output_fired_time: 0.0000000000, propagate_forward_time: 6.8422832489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560709953
validation[          , genome  7121] predictions:    9669/  10000 (96.69%), best:    9766/10000 (97.66%), error:       972.25604, best error:       806.54688 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 120.8026123047s, input_fired_time: 0.9320931435, output_fired_time: 0.6514853239, propagate_forward_time: 34.3610954285, propagate_backward_time: 82.8607864380, weight_update_time: 0.1264753938, other_time: 1.9971542358
epoch time: 7.3618707657s, input_fired_time: 0.1249735057, output_fired_time: 0.0000000000, propagate_forward_time: 6.8643355370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725619316
validation[          , genome  7121] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       854.72394, best error:       806.54688 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 121.3051986694s, input_fired_time: 0.9397358298, output_fired_time: 0.6368762851, propagate_forward_time: 34.4527244568, propagate_backward_time: 83.2810516357, weight_update_time: 0.1242870316, other_time: 1.9948120117
epoch time: 7.3632616997s, input_fired_time: 0.1252640635, output_fired_time: 0.0000000000, propagate_forward_time: 6.8792514801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587460518
validation[          , genome  7121] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       936.13873, best error:       806.54688 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.1531448364s, input_fired_time: 0.9427260160, output_fired_time: 0.6404088736, propagate_forward_time: 34.3953666687, propagate_backward_time: 83.1843566895, weight_update_time: 0.1255521476, other_time: 1.9902801514
epoch time: 7.4207706451s, input_fired_time: 0.1252961010, output_fired_time: 0.0000000000, propagate_forward_time: 6.9398798943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555946350
validation[          , genome  7121] predictions:    9757/  10000 (97.57%), best:    9766/10000 (97.66%), error:       824.31720, best error:       806.54688 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.3937530518s, input_fired_time: 0.9399326444, output_fired_time: 0.6484068036, propagate_forward_time: 34.5265541077, propagate_backward_time: 83.2613525391, weight_update_time: 0.1263829768, other_time: 2.0175018311
epoch time: 7.4034156799s, input_fired_time: 0.1234500483, output_fired_time: 0.0000000000, propagate_forward_time: 6.9176564217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623089790
validation[          , genome  7121] predictions:    9668/  10000 (96.68%), best:    9766/10000 (97.66%), error:      1026.88464, best error:       806.54688 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.1362686157s, input_fired_time: 0.9598101974, output_fired_time: 0.6453796029, propagate_forward_time: 34.4378242493, propagate_backward_time: 83.1060180664, weight_update_time: 0.1242872477, other_time: 1.9872436523
epoch time: 7.3860549927s, input_fired_time: 0.1251687407, output_fired_time: 0.0000000000, propagate_forward_time: 6.8957195282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651666641
validation[          , genome  7121] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       826.88226, best error:       806.54688 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.9692764282s, input_fired_time: 0.9462422729, output_fired_time: 0.6423814893, propagate_forward_time: 34.4310264587, propagate_backward_time: 82.9499435425, weight_update_time: 0.1232497245, other_time: 1.9996871948
epoch time: 7.3373365402s, input_fired_time: 0.1265180856, output_fired_time: 0.0000000000, propagate_forward_time: 6.8514666557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593516350
validation[          , genome  7121] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       789.77991, best error:       789.77991 on epoch:   100, 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: 37.0130996704s, input_fired_time: 0.6335934997, output_fired_time: 0.0000000000, propagate_forward_time: 34.5352249146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8442802429
best training[          , genome  7121] predictions:   49665/  50000 (99.33%), best:    9781/10000 (97.81%), error:      1452.44214, best error:       789.77991 on epoch:   100, 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: 7.3988513947s, input_fired_time: 0.1244352758, output_fired_time: 0.0000000000, propagate_forward_time: 6.9144773483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599386215
   testing[          , genome  7121] predictions:    9784/  10000 (97.84%), best:    9781/10000 (97.81%), error:       755.21814, best error:       789.77991 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:15:09 (98275): called boinc_finish(0)

</stderr_txt>
]]>