Nameexact_genome_1512568488_44_6546_1
Workunit2604074
Created7 Dec 2017, 20:30:21 UTC
Sent7 Dec 2017, 20:41:58 UTC
Report deadline15 Dec 2017, 2:11:19 UTC
Received9 Dec 2017, 12:02:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 3 min 34 sec
CPU time3 hours 58 min 43 sec
Validate stateValid
Credit1,807.18
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.70 MB
Peak swap size153.12 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
 other_time: 0.5468578339
validation[          , genome  6546] predictions:    9686/  10000 (96.86%), best:    9699/10000 (96.99%), error:      1168.95044, best error:      1089.85181 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 131.0850982666s, input_fired_time: 1.3258464336, output_fired_time: 1.3196961880, propagate_forward_time: 48.7211303711, propagate_backward_time: 76.6632843018, weight_update_time: 0.1711224169, other_time: 3.0551300049
epoch time: 10.4400596619s, input_fired_time: 0.1658545882, output_fired_time: 0.0000000000, propagate_forward_time: 9.7180166245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561885834
validation[          , genome  6546] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1045.28662, best error:      1045.28662 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 130.7521820068s, input_fired_time: 1.3232988119, output_fired_time: 1.3274536133, propagate_forward_time: 48.5593948364, propagate_backward_time: 76.5097656250, weight_update_time: 0.1712008715, other_time: 3.0322647095
epoch time: 9.9786424637s, input_fired_time: 0.1599229276, output_fired_time: 0.0000000000, propagate_forward_time: 9.2913932800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273265839
validation[          , genome  6546] predictions:    9645/  10000 (96.45%), best:    9677/10000 (96.77%), error:      1191.41272, best error:      1045.28662 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.2133178711s, input_fired_time: 1.3210591078, output_fired_time: 1.3115400076, propagate_forward_time: 48.3476142883, propagate_backward_time: 76.2194137573, weight_update_time: 0.1690060347, other_time: 3.0136947632
epoch time: 9.9345417023s, input_fired_time: 0.1612535864, output_fired_time: 0.0000000000, propagate_forward_time: 9.2389507294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343370438
validation[          , genome  6546] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1064.75293, best error:      1045.28662 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 130.3495178223s, input_fired_time: 1.3215005398, output_fired_time: 1.3162976503, propagate_forward_time: 48.3483200073, propagate_backward_time: 76.3251419067, weight_update_time: 0.1709737629, other_time: 3.0382537842
epoch time: 10.4335203171s, input_fired_time: 0.1667034179, output_fired_time: 0.0000000000, propagate_forward_time: 9.7213439941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454730988
validation[          , genome  6546] predictions:    9627/  10000 (96.27%), best:    9677/10000 (96.77%), error:      1195.54724, best error:      1045.28662 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 130.9899597168s, input_fired_time: 1.3275581598, output_fired_time: 1.3285939693, propagate_forward_time: 48.4679107666, propagate_backward_time: 76.8362045288, weight_update_time: 0.1706051081, other_time: 3.0296859741
epoch time: 10.2340688705s, input_fired_time: 0.1630538702, output_fired_time: 0.0000000000, propagate_forward_time: 9.5343637466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366516113
validation[          , genome  6546] predictions:    9679/  10000 (96.79%), best:    9677/10000 (96.77%), error:      1052.77148, best error:      1045.28662 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 130.9648742676s, input_fired_time: 1.3260835409, output_fired_time: 1.3160796165, propagate_forward_time: 48.4638748169, propagate_backward_time: 76.8453445435, weight_update_time: 0.1703452319, other_time: 3.0134887695
epoch time: 10.3736209869s, input_fired_time: 0.1664729267, output_fired_time: 0.0000000000, propagate_forward_time: 9.6660604477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410871506
validation[          , genome  6546] predictions:    9646/  10000 (96.46%), best:    9677/10000 (96.77%), error:      1162.99988, best error:      1045.28662 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 129.5189208984s, input_fired_time: 1.3244376183, output_fired_time: 1.3033776283, propagate_forward_time: 48.2832870483, propagate_backward_time: 75.5757980347, weight_update_time: 0.1707600504, other_time: 3.0320281982
epoch time: 10.1980695724s, input_fired_time: 0.1625539511, output_fired_time: 0.0000000000, propagate_forward_time: 9.4845752716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509405136
validation[          , genome  6546] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1003.64423, best error:      1003.64423 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.2537689209s, input_fired_time: 1.3330758810, output_fired_time: 1.3132448196, propagate_forward_time: 48.6578254700, propagate_backward_time: 76.9300231934, weight_update_time: 0.1723106205, other_time: 3.0196075439
epoch time: 10.4713182449s, input_fired_time: 0.1676708460, output_fired_time: 0.0000000000, propagate_forward_time: 9.7583904266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452566147
validation[          , genome  6546] predictions:    9642/  10000 (96.42%), best:    9710/10000 (97.10%), error:      1219.98193, best error:      1003.64423 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 131.0627746582s, input_fired_time: 1.3372200727, output_fired_time: 1.3210806847, propagate_forward_time: 48.5640029907, propagate_backward_time: 76.8081359863, weight_update_time: 0.1708540022, other_time: 3.0323410034
epoch time: 10.3381204605s, input_fired_time: 0.1666104794, output_fired_time: 0.0000000000, propagate_forward_time: 9.6228618622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486478806
validation[          , genome  6546] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:       995.70801, best error:       995.70801 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 130.5290985107s, input_fired_time: 1.3385059834, output_fired_time: 1.3192237616, propagate_forward_time: 48.3211135864, propagate_backward_time: 76.4933395386, weight_update_time: 0.1731248498, other_time: 3.0569229126
epoch time: 10.3921461105s, input_fired_time: 0.1664930284, output_fired_time: 0.0000000000, propagate_forward_time: 9.6782722473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473804474
validation[          , genome  6546] predictions:    9669/  10000 (96.69%), best:    9679/10000 (96.79%), error:      1079.54956, best error:       995.70801 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 130.6973571777s, input_fired_time: 1.3370375633, output_fired_time: 1.3244209290, propagate_forward_time: 48.4900512695, propagate_backward_time: 76.5129547119, weight_update_time: 0.1716939658, other_time: 3.0328979492
epoch time: 10.4198102951s, input_fired_time: 0.1666291058, output_fired_time: 0.0000000000, propagate_forward_time: 9.7130718231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401096344
validation[          , genome  6546] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       973.63989, best error:       973.63989 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 130.2815551758s, input_fired_time: 1.3268961906, output_fired_time: 1.3134962320, propagate_forward_time: 48.3928909302, propagate_backward_time: 76.2402420044, weight_update_time: 0.1696154624, other_time: 3.0080337524
epoch time: 10.6168127060s, input_fired_time: 0.1670320034, output_fired_time: 0.0000000000, propagate_forward_time: 9.9067354202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430450439
validation[          , genome  6546] predictions:    9705/  10000 (97.05%), best:    9710/10000 (97.10%), error:       992.28729, best error:       973.63989 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 130.2860717773s, input_fired_time: 1.3309822083, output_fired_time: 1.3141678572, propagate_forward_time: 48.3362159729, propagate_backward_time: 76.2680511475, weight_update_time: 0.1706572771, other_time: 3.0366516113
epoch time: 10.5870475769s, input_fired_time: 0.1689107269, output_fired_time: 0.0000000000, propagate_forward_time: 9.8671178818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510187149
validation[          , genome  6546] predictions:    9678/  10000 (96.78%), best:    9710/10000 (97.10%), error:      1052.77075, best error:       973.63989 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 130.9450225830s, input_fired_time: 1.3336472511, output_fired_time: 1.3175965548, propagate_forward_time: 48.5619506836, propagate_backward_time: 76.6854095459, weight_update_time: 0.1732374579, other_time: 3.0464172363
epoch time: 10.4615373611s, input_fired_time: 0.1685073823, output_fired_time: 0.0000000000, propagate_forward_time: 9.7449054718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481243134
validation[          , genome  6546] predictions:    9714/  10000 (97.14%), best:    9710/10000 (97.10%), error:       984.08014, best error:       973.63989 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 130.4242401123s, input_fired_time: 1.3307389021, output_fired_time: 1.3155281544, propagate_forward_time: 48.5467453003, propagate_backward_time: 76.1980056763, weight_update_time: 0.1702922434, other_time: 3.0332260132
epoch time: 10.5333995819s, input_fired_time: 0.1687544435, output_fired_time: 0.0000000000, propagate_forward_time: 9.8120098114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526351929
validation[          , genome  6546] predictions:    9691/  10000 (96.91%), best:    9710/10000 (97.10%), error:      1040.90125, best error:       973.63989 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.4363403320s, input_fired_time: 1.3412768841, output_fired_time: 1.3273395300, propagate_forward_time: 48.8018684387, propagate_backward_time: 76.9353179932, weight_update_time: 0.1687932462, other_time: 3.0305328369
epoch time: 10.3872928619s, input_fired_time: 0.1675831974, output_fired_time: 0.0000000000, propagate_forward_time: 9.6746959686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450134277
validation[          , genome  6546] predictions:    9599/  10000 (95.99%), best:    9710/10000 (97.10%), error:      1243.71082, best error:       973.63989 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 130.2856140137s, input_fired_time: 1.3313683271, output_fired_time: 1.3091785908, propagate_forward_time: 48.3787994385, propagate_backward_time: 76.2503814697, weight_update_time: 0.1682990938, other_time: 3.0158767700
epoch time: 10.4683704376s, input_fired_time: 0.1647705287, output_fired_time: 0.0000000000, propagate_forward_time: 9.7694358826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341644287
validation[          , genome  6546] predictions:    9674/  10000 (96.74%), best:    9710/10000 (97.10%), error:      1045.03223, best error:       973.63989 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 129.3683319092s, input_fired_time: 1.3297981024, output_fired_time: 1.3061480522, propagate_forward_time: 48.0479545593, propagate_backward_time: 75.6741180420, weight_update_time: 0.1683507115, other_time: 3.0103149414
epoch time: 10.5317049026s, input_fired_time: 0.1705707610, output_fired_time: 0.0000000000, propagate_forward_time: 9.8069000244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542345047
validation[          , genome  6546] predictions:    9649/  10000 (96.49%), best:    9710/10000 (97.10%), error:      1169.00073, best error:       973.63989 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 130.5560455322s, input_fired_time: 1.3353542089, output_fired_time: 1.3137882948, propagate_forward_time: 48.4257850647, propagate_backward_time: 76.4518356323, weight_update_time: 0.1704466492, other_time: 3.0292739868
epoch time: 10.1427507401s, input_fired_time: 0.1679313183, output_fired_time: 0.0000000000, propagate_forward_time: 9.4368915558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379276276
validation[          , genome  6546] predictions:    9680/  10000 (96.80%), best:    9710/10000 (97.10%), error:      1051.32031, best error:       973.63989 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 129.7015991211s, input_fired_time: 1.3273600340, output_fired_time: 1.3056118488, propagate_forward_time: 48.1493263245, propagate_backward_time: 75.9163513184, weight_update_time: 0.1703385413, other_time: 3.0029449463
epoch time: 10.5695867538s, input_fired_time: 0.1689267159, output_fired_time: 0.0000000000, propagate_forward_time: 9.8468389511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538206100
validation[          , genome  6546] predictions:    9681/  10000 (96.81%), best:    9710/10000 (97.10%), error:      1036.34521, best error:       973.63989 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 130.8365173340s, input_fired_time: 1.3414620161, output_fired_time: 1.3127813339, propagate_forward_time: 48.5740013123, propagate_backward_time: 76.5633850098, weight_update_time: 0.1711491793, other_time: 3.0448913574
epoch time: 10.2918291092s, input_fired_time: 0.1655411273, output_fired_time: 0.0000000000, propagate_forward_time: 9.5826148987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436735153
validation[          , genome  6546] predictions:    9679/  10000 (96.79%), best:    9710/10000 (97.10%), error:      1099.33118, best error:       973.63989 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 129.4754028320s, input_fired_time: 1.3314136267, output_fired_time: 1.3090118170, propagate_forward_time: 48.0662803650, propagate_backward_time: 75.7422485352, weight_update_time: 0.1702150702, other_time: 3.0264434814
epoch time: 10.4306087494s, input_fired_time: 0.1691320240, output_fired_time: 0.0000000000, propagate_forward_time: 9.7236843109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377922058
validation[          , genome  6546] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       953.08936, best error:       953.08936 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 130.4725952148s, input_fired_time: 1.3337157965, output_fired_time: 1.3125268221, propagate_forward_time: 48.5504837036, propagate_backward_time: 76.2530136108, weight_update_time: 0.1715587378, other_time: 3.0228576660
epoch time: 10.1355543137s, input_fired_time: 0.1649602205, output_fired_time: 0.0000000000, propagate_forward_time: 9.4337329865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368614197
validation[          , genome  6546] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1076.40051, best error:       953.08936 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 129.3722381592s, input_fired_time: 1.3220305443, output_fired_time: 1.3023527861, propagate_forward_time: 48.0588569641, propagate_backward_time: 75.6907501221, weight_update_time: 0.1691123545, other_time: 2.9982452393
epoch time: 10.3910770416s, input_fired_time: 0.1657539308, output_fired_time: 0.0000000000, propagate_forward_time: 9.6819038391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434188843
validation[          , genome  6546] predictions:    9712/  10000 (97.12%), best:    9701/10000 (97.01%), error:       977.56677, best error:       953.08936 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 130.9301452637s, input_fired_time: 1.3390188217, output_fired_time: 1.3173500299, propagate_forward_time: 48.6340179443, propagate_backward_time: 76.6295852661, weight_update_time: 0.1710097641, other_time: 3.0101699829
epoch time: 10.5751113892s, input_fired_time: 0.1697000116, output_fired_time: 0.0000000000, propagate_forward_time: 9.8651609421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402507782
validation[          , genome  6546] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       910.39691, best error:       910.39691 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 130.2194366455s, input_fired_time: 1.3293328285, output_fired_time: 1.3113583326, propagate_forward_time: 48.4674148560, propagate_backward_time: 76.1151657104, weight_update_time: 0.1702850163, other_time: 2.9961700439
epoch time: 10.6050205231s, input_fired_time: 0.1694093645, output_fired_time: 0.0000000000, propagate_forward_time: 9.8871908188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484199524
validation[          , genome  6546] predictions:    9695/  10000 (96.95%), best:    9728/10000 (97.28%), error:       941.86688, best error:       910.39691 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 130.0643768311s, input_fired_time: 1.3372881413, output_fired_time: 1.3261359930, propagate_forward_time: 48.2007522583, propagate_backward_time: 76.1693191528, weight_update_time: 0.1683983356, other_time: 3.0308761597
epoch time: 10.2155141830s, input_fired_time: 0.1675128341, output_fired_time: 0.0000000000, propagate_forward_time: 9.5002994537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477018356
validation[          , genome  6546] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       865.04004, best error:       865.04004 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 130.3859710693s, input_fired_time: 1.3319762945, output_fired_time: 1.3171223402, propagate_forward_time: 48.4394493103, propagate_backward_time: 76.2777099609, weight_update_time: 0.1692388505, other_time: 3.0197143555
epoch time: 10.4253091812s, input_fired_time: 0.1686075181, output_fired_time: 0.0000000000, propagate_forward_time: 9.7120456696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446557999
validation[          , genome  6546] predictions:    9718/  10000 (97.18%), best:    9741/10000 (97.41%), error:       931.24780, best error:       865.04004 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 131.6680755615s, input_fired_time: 1.3405169249, output_fired_time: 1.3210967779, propagate_forward_time: 48.9688339233, propagate_backward_time: 77.0148162842, weight_update_time: 0.1736163348, other_time: 3.0228195190
epoch time: 10.2172870636s, input_fired_time: 0.1650108844, output_fired_time: 0.0000000000, propagate_forward_time: 9.5114755630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408010483
validation[          , genome  6546] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       903.16772, best error:       865.04004 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 131.3131256104s, input_fired_time: 1.3443269730, output_fired_time: 1.3192774057, propagate_forward_time: 48.7780876160, propagate_backward_time: 76.8460845947, weight_update_time: 0.1711967885, other_time: 3.0253448486
epoch time: 10.4006185532s, input_fired_time: 0.1681939662, output_fired_time: 0.0000000000, propagate_forward_time: 9.6971092224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353155136
validation[          , genome  6546] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       998.93195, best error:       865.04004 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 130.4564971924s, input_fired_time: 1.3386412859, output_fired_time: 1.3278136253, propagate_forward_time: 48.5333976746, propagate_backward_time: 76.2419128418, weight_update_time: 0.1707791537, other_time: 3.0147399902
epoch time: 10.4347352982s, input_fired_time: 0.1713290066, output_fired_time: 0.0000000000, propagate_forward_time: 9.7070493698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563573837
validation[          , genome  6546] predictions:    9737/  10000 (97.37%), best:    9741/10000 (97.41%), error:       881.20990, best error:       865.04004 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 130.6469726563s, input_fired_time: 1.3381918669, output_fired_time: 1.3200229406, propagate_forward_time: 48.5935783386, propagate_backward_time: 76.3892364502, weight_update_time: 0.1687701195, other_time: 3.0059356689
epoch time: 10.6547098160s, input_fired_time: 0.1732614338, output_fired_time: 0.0000000000, propagate_forward_time: 9.9286947250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527534485
validation[          , genome  6546] predictions:    9676/  10000 (96.76%), best:    9741/10000 (97.41%), error:      1031.65271, best error:       865.04004 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 131.7197723389s, input_fired_time: 1.3442428112, output_fired_time: 1.3215529919, propagate_forward_time: 48.8123703003, propagate_backward_time: 77.2236328125, weight_update_time: 0.1696225852, other_time: 3.0179824829
epoch time: 10.5958623886s, input_fired_time: 0.1702333838, output_fired_time: 0.0000000000, propagate_forward_time: 9.8797512054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458774567
validation[          , genome  6546] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       916.98773, best error:       865.04004 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 131.4272918701s, input_fired_time: 1.3484302759, output_fired_time: 1.3138309717, propagate_forward_time: 48.9601325989, propagate_backward_time: 76.7582397461, weight_update_time: 0.1712807864, other_time: 3.0466613770
epoch time: 10.3439493179s, input_fired_time: 0.1696279347, output_fired_time: 0.0000000000, propagate_forward_time: 9.6270933151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472278595
validation[          , genome  6546] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       888.85217, best error:       865.04004 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 130.3976593018s, input_fired_time: 1.3405710459, output_fired_time: 1.3175830841, propagate_forward_time: 48.3089981079, propagate_backward_time: 76.4022140503, weight_update_time: 0.1733795255, other_time: 3.0282897949
epoch time: 10.4827899933s, input_fired_time: 0.1703410447, output_fired_time: 0.0000000000, propagate_forward_time: 9.7724666595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399818420
validation[          , genome  6546] predictions:    9724/  10000 (97.24%), best:    9741/10000 (97.41%), error:       940.16882, best error:       865.04004 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.1058349609s, input_fired_time: 1.3480458260, output_fired_time: 1.3240634203, propagate_forward_time: 48.8484153748, propagate_backward_time: 76.5636062622, weight_update_time: 0.1703352928, other_time: 3.0216903687
epoch time: 10.0915861130s, input_fired_time: 0.1672649235, output_fired_time: 0.0000000000, propagate_forward_time: 9.3899488449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343723297
validation[          , genome  6546] predictions:    9716/  10000 (97.16%), best:    9741/10000 (97.41%), error:       947.37433, best error:       865.04004 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 130.2175750732s, input_fired_time: 1.3415414095, output_fired_time: 1.3132712841, propagate_forward_time: 48.3073348999, propagate_backward_time: 76.2508087158, weight_update_time: 0.1708579659, other_time: 3.0046234131
epoch time: 10.4979896545s, input_fired_time: 0.1729307324, output_fired_time: 0.0000000000, propagate_forward_time: 9.7738771439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511817932
validation[          , genome  6546] predictions:    9718/  10000 (97.18%), best:    9741/10000 (97.41%), error:       937.49774, best error:       865.04004 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 131.2839813232s, input_fired_time: 1.3423593044, output_fired_time: 1.3221378326, propagate_forward_time: 48.7333908081, propagate_backward_time: 76.8685684204, weight_update_time: 0.1719481945, other_time: 3.0175170898
epoch time: 10.5784816742s, input_fired_time: 0.1728185266, output_fired_time: 0.0000000000, propagate_forward_time: 9.8523044586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533590317
validation[          , genome  6546] predictions:    9688/  10000 (96.88%), best:    9741/10000 (97.41%), error:      1082.40088, best error:       865.04004 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 130.1323852539s, input_fired_time: 1.3382045031, output_fired_time: 1.3058331013, propagate_forward_time: 48.2964096069, propagate_backward_time: 76.1766052246, weight_update_time: 0.1706229448, other_time: 3.0153274536
epoch time: 10.3423223495s, input_fired_time: 0.1683453619, output_fired_time: 0.0000000000, propagate_forward_time: 9.6397066116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342702866
validation[          , genome  6546] predictions:    9638/  10000 (96.38%), best:    9741/10000 (97.41%), error:      1091.60535, best error:       865.04004 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 130.4485321045s, input_fired_time: 1.3461025953, output_fired_time: 1.3159172535, propagate_forward_time: 48.3338890076, propagate_backward_time: 76.4573822021, weight_update_time: 0.1698945910, other_time: 2.9952392578
epoch time: 10.3917989731s, input_fired_time: 0.1702262610, output_fired_time: 0.0000000000, propagate_forward_time: 9.6727027893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488700867
validation[          , genome  6546] predictions:    9743/  10000 (97.43%), best:    9741/10000 (97.41%), error:       889.04834, best error:       865.04004 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 130.0592651367s, input_fired_time: 1.3421758413, output_fired_time: 1.3160363436, propagate_forward_time: 48.2486381531, propagate_backward_time: 76.1462783813, weight_update_time: 0.1670106947, other_time: 3.0061264038
epoch time: 10.5401792526s, input_fired_time: 0.1745217741, output_fired_time: 0.0000000000, propagate_forward_time: 9.8188982010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467596054
validation[          , genome  6546] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       874.32947, best error:       865.04004 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 128.7932128906s, input_fired_time: 1.3363852501, output_fired_time: 1.3035433292, propagate_forward_time: 47.8117179871, propagate_backward_time: 75.3582763672, weight_update_time: 0.1665859520, other_time: 2.9832916260
epoch time: 10.3483247757s, input_fired_time: 0.1692922413, output_fired_time: 0.0000000000, propagate_forward_time: 9.6303443909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486879349
validation[          , genome  6546] predictions:    9664/  10000 (96.64%), best:    9741/10000 (97.41%), error:      1042.29858, best error:       865.04004 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 131.1241912842s, input_fired_time: 1.3506920338, output_fired_time: 1.3140741587, propagate_forward_time: 48.7656135559, propagate_backward_time: 76.6649169922, weight_update_time: 0.1717273891, other_time: 3.0289001465
epoch time: 10.5996122360s, input_fired_time: 0.1736448109, output_fired_time: 0.0000000000, propagate_forward_time: 9.8767280579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492391586
validation[          , genome  6546] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:      1011.43127, best error:       865.04004 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 129.5166320801s, input_fired_time: 1.3383702040, output_fired_time: 1.3045148849, propagate_forward_time: 48.1276435852, propagate_backward_time: 75.7422332764, weight_update_time: 0.1685519516, other_time: 3.0038757324
epoch time: 10.5980768204s, input_fired_time: 0.1739194691, output_fired_time: 0.0000000000, propagate_forward_time: 9.8771772385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469799042
validation[          , genome  6546] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       885.05066, best error:       865.04004 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 131.6921081543s, input_fired_time: 1.3515992165, output_fired_time: 1.3197141886, propagate_forward_time: 48.8159027100, propagate_backward_time: 77.1616363525, weight_update_time: 0.1706634760, other_time: 3.0432586670
epoch time: 10.3949451447s, input_fired_time: 0.1694177687, output_fired_time: 0.0000000000, propagate_forward_time: 9.6781930923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473346710
validation[          , genome  6546] predictions:    9618/  10000 (96.18%), best:    9741/10000 (97.41%), error:      1187.08179, best error:       865.04004 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 130.5656738281s, input_fired_time: 1.3456091881, output_fired_time: 1.3132703304, propagate_forward_time: 48.6105232239, propagate_backward_time: 76.2872238159, weight_update_time: 0.1708175242, other_time: 3.0090408325
epoch time: 10.0497484207s, input_fired_time: 0.1691604406, output_fired_time: 0.0000000000, propagate_forward_time: 9.3465662003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340213776
validation[          , genome  6546] predictions:    9697/  10000 (96.97%), best:    9741/10000 (97.41%), error:       929.87878, best error:       865.04004 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 131.4695281982s, input_fired_time: 1.3509728909, output_fired_time: 1.3293015957, propagate_forward_time: 48.6840133667, propagate_backward_time: 77.0559005737, weight_update_time: 0.1712591350, other_time: 3.0493469238
epoch time: 10.4432182312s, input_fired_time: 0.1716904044, output_fired_time: 0.0000000000, propagate_forward_time: 9.7261562347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453720093
validation[          , genome  6546] predictions:    9708/  10000 (97.08%), best:    9741/10000 (97.41%), error:       926.55200, best error:       865.04004 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.4937438965s, input_fired_time: 1.3605515957, output_fired_time: 1.3328542709, propagate_forward_time: 49.3412780762, propagate_backward_time: 77.4244003296, weight_update_time: 0.1734662652, other_time: 3.0346603394
epoch time: 10.5157966614s, input_fired_time: 0.1723203957, output_fired_time: 0.0000000000, propagate_forward_time: 9.7986888885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447874069
validation[          , genome  6546] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       945.28705, best error:       865.04004 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 130.3098754883s, input_fired_time: 1.3520202637, output_fired_time: 1.2978026867, propagate_forward_time: 48.5513877869, propagate_backward_time: 76.0920257568, weight_update_time: 0.1712629944, other_time: 3.0166320801
epoch time: 10.4331359863s, input_fired_time: 0.1697422862, output_fired_time: 0.0000000000, propagate_forward_time: 9.7244691849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389242172
validation[          , genome  6546] predictions:    9653/  10000 (96.53%), best:    9741/10000 (97.41%), error:      1108.66931, best error:       865.04004 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 131.4935302734s, input_fired_time: 1.3493276834, output_fired_time: 1.3136191368, propagate_forward_time: 48.6915359497, propagate_backward_time: 77.1083755493, weight_update_time: 0.1740464121, other_time: 3.0306701660
epoch time: 10.3969640732s, input_fired_time: 0.1708971262, output_fired_time: 0.0000000000, propagate_forward_time: 9.6875734329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384931564
validation[          , genome  6546] predictions:    9726/  10000 (97.26%), best:    9741/10000 (97.41%), error:       882.73010, best error:       865.04004 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 130.9314880371s, input_fired_time: 1.3554530144, output_fired_time: 1.3279684782, propagate_forward_time: 48.6927413940, propagate_backward_time: 76.5223464966, weight_update_time: 0.1688906848, other_time: 3.0329742432
epoch time: 10.3541879654s, input_fired_time: 0.1682887971, output_fired_time: 0.0000000000, propagate_forward_time: 9.6520547867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338439941
validation[          , genome  6546] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       918.82141, best error:       865.04004 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 130.4006042480s, input_fired_time: 1.3478535414, output_fired_time: 1.3263332844, propagate_forward_time: 48.2392807007, propagate_backward_time: 76.4507446289, weight_update_time: 0.1704212129, other_time: 3.0363922119
epoch time: 10.3984270096s, input_fired_time: 0.1723105758, output_fired_time: 0.0000000000, propagate_forward_time: 9.6834964752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426197052
validation[          , genome  6546] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       987.86353, best error:       865.04004 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 130.6868743896s, input_fired_time: 1.3577346802, output_fired_time: 1.3226628304, propagate_forward_time: 48.5619850159, propagate_backward_time: 76.4124603271, weight_update_time: 0.1703784913, other_time: 3.0320281982
epoch time: 10.4004592896s, input_fired_time: 0.1709256470, output_fired_time: 0.0000000000, propagate_forward_time: 9.6784133911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511198044
validation[          , genome  6546] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       911.66235, best error:       865.04004 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 130.8600006104s, input_fired_time: 1.3585932255, output_fired_time: 1.3147034645, propagate_forward_time: 48.7114410400, propagate_backward_time: 76.4701766968, weight_update_time: 0.1695865095, other_time: 3.0050888062
epoch time: 10.4403400421s, input_fired_time: 0.1704684496, output_fired_time: 0.0000000000, propagate_forward_time: 9.7310056686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388660431
validation[          , genome  6546] predictions:    9730/  10000 (97.30%), best:    9741/10000 (97.41%), error:       941.01752, best error:       865.04004 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 131.1757049561s, input_fired_time: 1.3511899710, output_fired_time: 1.3208169937, propagate_forward_time: 48.8024063110, propagate_backward_time: 76.6961822510, weight_update_time: 0.1699836552, other_time: 3.0051040649
epoch time: 10.3172283173s, input_fired_time: 0.1729022264, output_fired_time: 0.0000000000, propagate_forward_time: 9.5894613266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548648834
validation[          , genome  6546] predictions:    9723/  10000 (97.23%), best:    9741/10000 (97.41%), error:       894.74121, best error:       865.04004 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 130.7696533203s, input_fired_time: 1.3437027931, output_fired_time: 1.3150558472, propagate_forward_time: 48.5237731934, propagate_backward_time: 76.5515289307, weight_update_time: 0.1715101600, other_time: 3.0355987549
epoch time: 10.7424430847s, input_fired_time: 0.1737195402, output_fired_time: 0.0000000000, propagate_forward_time: 10.0177249908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509986877
validation[          , genome  6546] predictions:    9684/  10000 (96.84%), best:    9741/10000 (97.41%), error:      1048.95984, best error:       865.04004 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 132.1124725342s, input_fired_time: 1.3555982113, output_fired_time: 1.3283835649, propagate_forward_time: 49.1445693970, propagate_backward_time: 77.2488555908, weight_update_time: 0.1707703322, other_time: 3.0350723267
epoch time: 10.6445951462s, input_fired_time: 0.1736524105, output_fired_time: 0.0000000000, propagate_forward_time: 9.9177570343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531854630
validation[          , genome  6546] predictions:    9669/  10000 (96.69%), best:    9741/10000 (97.41%), error:      1069.29272, best error:       865.04004 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 131.2747497559s, input_fired_time: 1.3590271473, output_fired_time: 1.3340083361, propagate_forward_time: 48.6858940125, propagate_backward_time: 76.8823318481, weight_update_time: 0.1715203673, other_time: 3.0134811401
epoch time: 10.5293664932s, input_fired_time: 0.1727370769, output_fired_time: 0.0000000000, propagate_forward_time: 9.8114805222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451488495
validation[          , genome  6546] predictions:    9704/  10000 (97.04%), best:    9741/10000 (97.41%), error:       941.70197, best error:       865.04004 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 131.1091613770s, input_fired_time: 1.3557610512, output_fired_time: 1.3321654797, propagate_forward_time: 48.6400756836, propagate_backward_time: 76.7647705078, weight_update_time: 0.1717452556, other_time: 3.0163879395
epoch time: 10.4926853180s, input_fired_time: 0.1743143201, output_fired_time: 0.0000000000, propagate_forward_time: 9.7715158463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468549728
validation[          , genome  6546] predictions:    9686/  10000 (96.86%), best:    9741/10000 (97.41%), error:      1019.35950, best error:       865.04004 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.4915008545s, input_fired_time: 1.3595422506, output_fired_time: 1.3234112263, propagate_forward_time: 48.8967742920, propagate_backward_time: 76.8664169312, weight_update_time: 0.1705335379, other_time: 3.0453567505
epoch time: 10.1069421768s, input_fired_time: 0.1669135988, output_fired_time: 0.0000000000, propagate_forward_time: 9.4009609222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390672684
validation[          , genome  6546] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       884.20929, best error:       865.04004 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.8760375977s, input_fired_time: 1.3625981808, output_fired_time: 1.3245961666, propagate_forward_time: 48.8802795410, propagate_backward_time: 77.2569122314, weight_update_time: 0.1750428081, other_time: 3.0516510010
epoch time: 10.4760570526s, input_fired_time: 0.1771452576, output_fired_time: 0.0000000000, propagate_forward_time: 9.7433414459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555706024
validation[          , genome  6546] predictions:    9689/  10000 (96.89%), best:    9741/10000 (97.41%), error:      1030.07654, best error:       865.04004 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 131.3500366211s, input_fired_time: 1.3531340361, output_fired_time: 1.3338155746, propagate_forward_time: 48.8294143677, propagate_backward_time: 76.8119277954, weight_update_time: 0.1731609851, other_time: 3.0217437744
epoch time: 10.5260791779s, input_fired_time: 0.1743918210, output_fired_time: 0.0000000000, propagate_forward_time: 9.8063039780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453834534
validation[          , genome  6546] predictions:    9695/  10000 (96.95%), best:    9741/10000 (97.41%), error:       938.31146, best error:       865.04004 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 131.1732330322s, input_fired_time: 1.3534461260, output_fired_time: 1.3231526613, propagate_forward_time: 48.8352737427, propagate_backward_time: 76.6520996094, weight_update_time: 0.1697969735, other_time: 3.0092697144
epoch time: 10.5858383179s, input_fired_time: 0.1732552797, output_fired_time: 0.0000000000, propagate_forward_time: 9.8642139435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483694077
validation[          , genome  6546] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       892.11981, best error:       865.04004 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 130.8432464600s, input_fired_time: 1.3579608202, output_fired_time: 1.3118805885, propagate_forward_time: 48.6599082947, propagate_backward_time: 76.4912109375, weight_update_time: 0.1705161035, other_time: 3.0222930908
epoch time: 10.5229148865s, input_fired_time: 0.1717954576, output_fired_time: 0.0000000000, propagate_forward_time: 9.8123416901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387773514
validation[          , genome  6546] predictions:    9692/  10000 (96.92%), best:    9741/10000 (97.41%), error:       986.79565, best error:       865.04004 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.1807250977s, input_fired_time: 1.3602504730, output_fired_time: 1.3152737617, propagate_forward_time: 48.7027206421, propagate_backward_time: 76.7778015137, weight_update_time: 0.1723208725, other_time: 3.0246810913
epoch time: 10.0822639465s, input_fired_time: 0.1676860154, output_fired_time: 0.0000000000, propagate_forward_time: 9.3840560913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305213928
validation[          , genome  6546] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       911.52057, best error:       865.04004 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 131.3075561523s, input_fired_time: 1.3663142920, output_fired_time: 1.3223466873, propagate_forward_time: 48.8104209900, propagate_backward_time: 76.7602005005, weight_update_time: 0.1724285930, other_time: 3.0482711792
epoch time: 10.4560966492s, input_fired_time: 0.1742271036, output_fired_time: 0.0000000000, propagate_forward_time: 9.7304267883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514431000
validation[          , genome  6546] predictions:    9721/  10000 (97.21%), best:    9741/10000 (97.41%), error:       871.83405, best error:       865.04004 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 130.6992340088s, input_fired_time: 1.3590667248, output_fired_time: 1.3217035532, propagate_forward_time: 48.6110992432, propagate_backward_time: 76.3900833130, weight_update_time: 0.1725068837, other_time: 3.0172805786
epoch time: 10.5477771759s, input_fired_time: 0.1741629541, output_fired_time: 0.0000000000, propagate_forward_time: 9.8283290863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452852249
validation[          , genome  6546] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       999.54694, best error:       865.04004 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 130.7667694092s, input_fired_time: 1.3570244312, output_fired_time: 1.3244743347, propagate_forward_time: 48.6574859619, propagate_backward_time: 76.4102172852, weight_update_time: 0.1698723733, other_time: 3.0175628662
epoch time: 10.4730615616s, input_fired_time: 0.1722616404, output_fired_time: 0.0000000000, propagate_forward_time: 9.7666883469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341119766
validation[          , genome  6546] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       876.71198, best error:       865.04004 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 131.9991149902s, input_fired_time: 1.3685184717, output_fired_time: 1.3284174204, propagate_forward_time: 49.1561393738, propagate_backward_time: 77.1073608398, weight_update_time: 0.1740232855, other_time: 3.0386810303
epoch time: 10.6631078720s, input_fired_time: 0.1765376031, output_fired_time: 0.0000000000, propagate_forward_time: 9.9304695129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561008453
validation[          , genome  6546] predictions:    9697/  10000 (96.97%), best:    9741/10000 (97.41%), error:       951.30768, best error:       865.04004 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.4048767090s, input_fired_time: 1.3638046980, output_fired_time: 1.3191201687, propagate_forward_time: 48.6869430542, propagate_backward_time: 77.0279235840, weight_update_time: 0.1687518209, other_time: 3.0070877075
epoch time: 10.4443578720s, input_fired_time: 0.1710623205, output_fired_time: 0.0000000000, propagate_forward_time: 9.7298545837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434408188
validation[          , genome  6546] predictions:    9653/  10000 (96.53%), best:    9741/10000 (97.41%), error:      1140.38538, best error:       865.04004 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 129.7854919434s, input_fired_time: 1.3470073938, output_fired_time: 1.3173934221, propagate_forward_time: 48.0429496765, propagate_backward_time: 76.0827026367, weight_update_time: 0.1690193713, other_time: 2.9954528809
epoch time: 10.1959657669s, input_fired_time: 0.1693558693, output_fired_time: 0.0000000000, propagate_forward_time: 9.4881000519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385093689
validation[          , genome  6546] predictions:    9674/  10000 (96.74%), best:    9741/10000 (97.41%), error:      1017.44049, best error:       865.04004 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 131.1184082031s, input_fired_time: 1.3661836386, output_fired_time: 1.3265719414, propagate_forward_time: 48.8038444519, propagate_backward_time: 76.5824813843, weight_update_time: 0.1720185429, other_time: 3.0393295288
epoch time: 10.4897136688s, input_fired_time: 0.1737485379, output_fired_time: 0.0000000000, propagate_forward_time: 9.7629299164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530347824
validation[          , genome  6546] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       876.26758, best error:       865.04004 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 127.5569000244s, input_fired_time: 1.3354737759, output_fired_time: 1.2983685732, propagate_forward_time: 47.2468185425, propagate_backward_time: 74.6968536377, weight_update_time: 0.1652570963, other_time: 2.9793853760
epoch time: 10.5105667114s, input_fired_time: 0.1728666127, output_fired_time: 0.0000000000, propagate_forward_time: 9.7947959900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429039001
validation[          , genome  6546] predictions:    9680/  10000 (96.80%), best:    9741/10000 (97.41%), error:      1019.18018, best error:       865.04004 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 129.6095123291s, input_fired_time: 1.3634504080, output_fired_time: 1.3177859783, propagate_forward_time: 48.1946792603, propagate_backward_time: 75.7249069214, weight_update_time: 0.1694623232, other_time: 3.0086898804
epoch time: 10.3435659409s, input_fired_time: 0.1720172316, output_fired_time: 0.0000000000, propagate_forward_time: 9.6270179749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445308685
validation[          , genome  6546] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       899.05579, best error:       865.04004 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 131.3620605469s, input_fired_time: 1.3688923120, output_fired_time: 1.3198058605, propagate_forward_time: 48.8814163208, propagate_backward_time: 76.7733612061, weight_update_time: 0.1705312133, other_time: 3.0185775757
epoch time: 10.4728870392s, input_fired_time: 0.1741839051, output_fired_time: 0.0000000000, propagate_forward_time: 9.7510919571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476112366
validation[          , genome  6546] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       848.09222, best error:       848.09222 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 130.6671600342s, input_fired_time: 1.3664332628, output_fired_time: 1.3196312189, propagate_forward_time: 48.6148185730, propagate_backward_time: 76.3397293091, weight_update_time: 0.1709363163, other_time: 3.0265426636
epoch time: 10.3377342224s, input_fired_time: 0.1722843498, output_fired_time: 0.0000000000, propagate_forward_time: 9.6256036758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398464203
validation[          , genome  6546] predictions:    9740/  10000 (97.40%), best:    9731/10000 (97.31%), error:       875.93024, best error:       848.09222 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 130.5859680176s, input_fired_time: 1.3672798872, output_fired_time: 1.3195992708, propagate_forward_time: 48.4633903503, propagate_backward_time: 76.4095916748, weight_update_time: 0.1704070717, other_time: 3.0261077881
epoch time: 10.5680465698s, input_fired_time: 0.1746776104, output_fired_time: 0.0000000000, propagate_forward_time: 9.8482065201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451622009
validation[          , genome  6546] predictions:    9739/  10000 (97.39%), best:    9731/10000 (97.31%), error:       864.82300, best error:       848.09222 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 130.5820770264s, input_fired_time: 1.3675361872, output_fired_time: 1.3159540892, propagate_forward_time: 48.6004295349, propagate_backward_time: 76.2957992554, weight_update_time: 0.1690372527, other_time: 3.0023574829
epoch time: 10.6988058090s, input_fired_time: 0.1752576977, output_fired_time: 0.0000000000, propagate_forward_time: 9.9759569168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475912094
validation[          , genome  6546] predictions:    9704/  10000 (97.04%), best:    9731/10000 (97.31%), error:       968.90393, best error:       848.09222 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 131.6356811523s, input_fired_time: 1.3740504980, output_fired_time: 1.3210966587, propagate_forward_time: 48.8503532410, propagate_backward_time: 77.0878524780, weight_update_time: 0.1717657298, other_time: 3.0023269653
epoch time: 9.8792209625s, input_fired_time: 0.1684187800, output_fired_time: 0.0000000000, propagate_forward_time: 9.1737937927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370082855
validation[          , genome  6546] predictions:    9697/  10000 (96.97%), best:    9731/10000 (97.31%), error:       995.77753, best error:       848.09222 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 131.1937561035s, input_fired_time: 1.3712197542, output_fired_time: 1.3161469698, propagate_forward_time: 48.7997016907, propagate_backward_time: 76.6844787598, weight_update_time: 0.1699239761, other_time: 3.0222167969
epoch time: 10.4026174545s, input_fired_time: 0.1727656126, output_fired_time: 0.0000000000, propagate_forward_time: 9.6829528809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468988419
validation[          , genome  6546] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       860.07269, best error:       848.09222 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 130.8946533203s, input_fired_time: 1.3699477911, output_fired_time: 1.3150303364, propagate_forward_time: 48.4459762573, propagate_backward_time: 76.7291412354, weight_update_time: 0.1724656373, other_time: 3.0345535278
epoch time: 10.5656776428s, input_fired_time: 0.1760995984, output_fired_time: 0.0000000000, propagate_forward_time: 9.8471345901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424432755
validation[          , genome  6546] predictions:    9691/  10000 (96.91%), best:    9731/10000 (97.31%), error:       988.44104, best error:       848.09222 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 130.2051696777s, input_fired_time: 1.3741990328, output_fired_time: 1.3007092476, propagate_forward_time: 48.4148559570, propagate_backward_time: 76.0768280029, weight_update_time: 0.1729045212, other_time: 3.0385665894
epoch time: 10.4836778641s, input_fired_time: 0.1751530468, output_fired_time: 0.0000000000, propagate_forward_time: 9.7614107132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471143723
validation[          , genome  6546] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       865.05457, best error:       848.09222 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 130.8038787842s, input_fired_time: 1.3730092049, output_fired_time: 1.3213835955, propagate_forward_time: 48.7205009460, propagate_backward_time: 76.3668823242, weight_update_time: 0.1719753295, other_time: 3.0220947266
epoch time: 10.3098306656s, input_fired_time: 0.1738210618, output_fired_time: 0.0000000000, propagate_forward_time: 9.5948791504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411300659
validation[          , genome  6546] predictions:    9693/  10000 (96.93%), best:    9731/10000 (97.31%), error:       922.17322, best error:       848.09222 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 132.4347229004s, input_fired_time: 1.3826758862, output_fired_time: 1.3302520514, propagate_forward_time: 49.2372665405, propagate_backward_time: 77.4463348389, weight_update_time: 0.1728992313, other_time: 3.0382003784
epoch time: 10.4589805603s, input_fired_time: 0.1746998727, output_fired_time: 0.0000000000, propagate_forward_time: 9.7343130112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499677658
validation[          , genome  6546] predictions:    9722/  10000 (97.22%), best:    9731/10000 (97.31%), error:       908.52264, best error:       848.09222 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 130.1400146484s, input_fired_time: 1.3654093742, output_fired_time: 1.3136264086, propagate_forward_time: 48.1532516479, propagate_backward_time: 76.2961502075, weight_update_time: 0.1705974787, other_time: 3.0115814209
epoch time: 10.6187324524s, input_fired_time: 0.1745912433, output_fired_time: 0.0000000000, propagate_forward_time: 9.8946552277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494861603
validation[          , genome  6546] predictions:    9668/  10000 (96.68%), best:    9731/10000 (97.31%), error:      1054.40210, best error:       848.09222 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 130.4747161865s, input_fired_time: 1.3668587208, output_fired_time: 1.3126416206, propagate_forward_time: 48.5239715576, propagate_backward_time: 76.2849121094, weight_update_time: 0.1720260531, other_time: 2.9863357544
epoch time: 10.6817092896s, input_fired_time: 0.1779319048, output_fired_time: 0.0000000000, propagate_forward_time: 9.9567508698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470266342
validation[          , genome  6546] predictions:    9664/  10000 (96.64%), best:    9731/10000 (97.31%), error:      1092.11621, best error:       848.09222 on epoch:    89, 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: 52.8985366821s, input_fired_time: 0.8763755560, output_fired_time: 0.0000000000, propagate_forward_time: 49.1938095093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8283500671
best training[          , genome  6546] predictions:   49463/  50000 (98.93%), best:    9731/10000 (97.31%), error:      2067.33350, best error:       848.09222 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.4583606720s, input_fired_time: 0.1717541069, output_fired_time: 0.0000000000, propagate_forward_time: 9.7446727753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419340134
   testing[          , genome  6546] predictions:    9762/  10000 (97.62%), best:    9731/10000 (97.31%), error:       796.15442, best error:       848.09222 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:01:46 (6400): called boinc_finish(0)

</stderr_txt>
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