Nameexact_genome_1512568488_42_5588_2
Workunit2599145
Created7 Dec 2017, 16:31:25 UTC
Sent7 Dec 2017, 16:34:40 UTC
Report deadline13 Dec 2017, 16:28:33 UTC
Received8 Dec 2017, 17:55:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time2 hours 53 min 35 sec
CPU time2 hours 53 min 10 sec
Validate stateValid
Credit1,498.94
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.84 MB
Peak swap size152.63 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 95.3722076416s, input_fired_time: 1.0538539886, output_fired_time: 0.8683362007, propagate_forward_time: 36.1100006104, propagate_backward_time: 55.1801033020, weight_update_time: 0.1240771189, other_time: 2.1599082947
epoch time: 7.6563420296s, input_fired_time: 0.1189331561, output_fired_time: 0.0000000000, propagate_forward_time: 7.1493291855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880796432
validation[          , genome  5588] predictions:    9655/  10000 (96.55%), best:    9657/10000 (96.57%), error:      1216.18042, best error:      1176.46851 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 96.6687164307s, input_fired_time: 1.0812698603, output_fired_time: 0.9083802700, propagate_forward_time: 36.0567169189, propagate_backward_time: 56.2861366272, weight_update_time: 0.1296937019, other_time: 2.3362159729
epoch time: 7.6709346771s, input_fired_time: 0.1186216399, output_fired_time: 0.0000000000, propagate_forward_time: 7.1632990837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890137672
validation[          , genome  5588] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1169.50854, best error:      1169.50854 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 95.0498428345s, input_fired_time: 1.0638051033, output_fired_time: 0.8591037393, propagate_forward_time: 35.8928909302, propagate_backward_time: 55.0757102966, weight_update_time: 0.1247939914, other_time: 2.1583366394
epoch time: 7.6832494736s, input_fired_time: 0.1182075888, output_fired_time: 0.0000000000, propagate_forward_time: 7.1766281128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884139061
validation[          , genome  5588] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1139.93115, best error:      1139.93115 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 94.8916015625s, input_fired_time: 1.0620303154, output_fired_time: 0.8612836003, propagate_forward_time: 35.8089218140, propagate_backward_time: 55.0069274902, weight_update_time: 0.1243733540, other_time: 2.1524429321
epoch time: 7.6460390091s, input_fired_time: 0.1184855327, output_fired_time: 0.0000000000, propagate_forward_time: 7.1379370689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896164894
validation[          , genome  5588] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1123.00085, best error:      1123.00085 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.9237594604s, input_fired_time: 1.0564248562, output_fired_time: 0.8550245762, propagate_forward_time: 35.8933448792, propagate_backward_time: 54.9675865173, weight_update_time: 0.1242826506, other_time: 2.1513748169
epoch time: 7.6447153091s, input_fired_time: 0.1190015152, output_fired_time: 0.0000000000, propagate_forward_time: 7.1348910332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908228874
validation[          , genome  5588] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1117.65845, best error:      1117.65845 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.7304992676s, input_fired_time: 1.0625169277, output_fired_time: 0.8629890084, propagate_forward_time: 35.7054481506, propagate_backward_time: 54.9425277710, weight_update_time: 0.1248138696, other_time: 2.1570167542
epoch time: 7.6425633430s, input_fired_time: 0.1187576652, output_fired_time: 0.0000000000, propagate_forward_time: 7.1335253716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902802467
validation[          , genome  5588] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1115.21240, best error:      1115.21240 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 94.7501220703s, input_fired_time: 1.0626364946, output_fired_time: 0.8629239202, propagate_forward_time: 35.7104034424, propagate_backward_time: 54.9612503052, weight_update_time: 0.1250283271, other_time: 2.1529083252
epoch time: 7.6398882866s, input_fired_time: 0.1188293174, output_fired_time: 0.0000000000, propagate_forward_time: 7.1323976517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886613846
validation[          , genome  5588] predictions:    9687/  10000 (96.87%), best:    9681/10000 (96.81%), error:      1136.01111, best error:      1115.21240 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 94.7544403076s, input_fired_time: 1.0611366034, output_fired_time: 0.8634666800, propagate_forward_time: 35.7027511597, propagate_backward_time: 54.9753532410, weight_update_time: 0.1243485883, other_time: 2.1517372131
epoch time: 7.6425080299s, input_fired_time: 0.1185897142, output_fired_time: 0.0000000000, propagate_forward_time: 7.1358761787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880419731
validation[          , genome  5588] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1081.31433, best error:      1081.31433 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 94.7891845703s, input_fired_time: 1.0614012480, output_fired_time: 0.8591699004, propagate_forward_time: 35.7734146118, propagate_backward_time: 54.9551353455, weight_update_time: 0.1240701899, other_time: 2.1400642395
epoch time: 7.7476754189s, input_fired_time: 0.1196412668, output_fired_time: 0.0000000000, propagate_forward_time: 7.2408838272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871502876
validation[          , genome  5588] predictions:    9646/  10000 (96.46%), best:    9673/10000 (96.73%), error:      1152.99182, best error:      1081.31433 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 94.7903137207s, input_fired_time: 1.0612967014, output_fired_time: 0.8584060669, propagate_forward_time: 35.7754592896, propagate_backward_time: 54.9531898499, weight_update_time: 0.1243911684, other_time: 2.1419639587
epoch time: 7.5939745903s, input_fired_time: 0.1190671921, output_fired_time: 0.0000000000, propagate_forward_time: 7.0833067894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916006088
validation[          , genome  5588] predictions:    9665/  10000 (96.65%), best:    9673/10000 (96.73%), error:      1145.08191, best error:      1081.31433 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 94.7316818237s, input_fired_time: 1.0671370029, output_fired_time: 0.8723812699, propagate_forward_time: 35.5434646606, propagate_backward_time: 55.0477180481, weight_update_time: 0.1240931004, other_time: 2.2009773254
epoch time: 7.5756516457s, input_fired_time: 0.1183390915, output_fired_time: 0.0000000000, propagate_forward_time: 7.0675559044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897566795
validation[          , genome  5588] predictions:    9620/  10000 (96.20%), best:    9673/10000 (96.73%), error:      1220.93127, best error:      1081.31433 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 94.3727645874s, input_fired_time: 1.0578827858, output_fired_time: 0.8640764356, propagate_forward_time: 35.4817733765, propagate_backward_time: 54.7811088562, weight_update_time: 0.1235928982, other_time: 2.1879234314
epoch time: 7.9278783798s, input_fired_time: 0.1184353009, output_fired_time: 0.0000000000, propagate_forward_time: 7.4149479866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944950104
validation[          , genome  5588] predictions:    9647/  10000 (96.47%), best:    9673/10000 (96.73%), error:      1162.46313, best error:      1081.31433 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 94.3389434814s, input_fired_time: 1.0570552349, output_fired_time: 0.8561713099, propagate_forward_time: 35.6101188660, propagate_backward_time: 54.6719055176, weight_update_time: 0.1229427382, other_time: 2.1436958313
epoch time: 7.5708665848s, input_fired_time: 0.1183561683, output_fired_time: 0.0000000000, propagate_forward_time: 7.0632376671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892726898
validation[          , genome  5588] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1070.54419, best error:      1070.54419 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 95.0697402954s, input_fired_time: 1.0631178617, output_fired_time: 0.8778038025, propagate_forward_time: 35.6899986267, propagate_backward_time: 55.2307128906, weight_update_time: 0.1262674183, other_time: 2.2081031799
epoch time: 7.6028022766s, input_fired_time: 0.1195804849, output_fired_time: 0.0000000000, propagate_forward_time: 7.0924644470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907575607
validation[          , genome  5588] predictions:    9650/  10000 (96.50%), best:    9685/10000 (96.85%), error:      1172.39160, best error:      1070.54419 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 94.1982955933s, input_fired_time: 1.0582607985, output_fired_time: 0.8778682947, propagate_forward_time: 35.5632057190, propagate_backward_time: 54.5427970886, weight_update_time: 0.1222908422, other_time: 2.1561660767
epoch time: 7.6001014709s, input_fired_time: 0.1188844517, output_fired_time: 0.0000000000, propagate_forward_time: 7.0929660797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882508278
validation[          , genome  5588] predictions:    9678/  10000 (96.78%), best:    9685/10000 (96.85%), error:      1076.99316, best error:      1070.54419 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 94.9177627563s, input_fired_time: 1.0654461384, output_fired_time: 0.8697153926, propagate_forward_time: 35.8163414001, propagate_backward_time: 55.0078926086, weight_update_time: 0.1230257004, other_time: 2.1583709717
epoch time: 7.6716952324s, input_fired_time: 0.1190644279, output_fired_time: 0.0000000000, propagate_forward_time: 7.1638960838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887348175
validation[          , genome  5588] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1049.65417, best error:      1049.65417 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.9735717773s, input_fired_time: 1.0637348890, output_fired_time: 0.8533419371, propagate_forward_time: 35.9141006470, propagate_backward_time: 54.9952354431, weight_update_time: 0.1243168488, other_time: 2.1471595764
epoch time: 7.7019996643s, input_fired_time: 0.1197436452, output_fired_time: 0.0000000000, propagate_forward_time: 7.1935000420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887557983
validation[          , genome  5588] predictions:    9662/  10000 (96.62%), best:    9672/10000 (96.72%), error:      1133.99121, best error:      1049.65417 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 94.7410354614s, input_fired_time: 1.0661826134, output_fired_time: 0.8628407717, propagate_forward_time: 35.7159919739, propagate_backward_time: 54.9574317932, weight_update_time: 0.1243705228, other_time: 2.1385879517
epoch time: 7.6576275826s, input_fired_time: 0.1191994622, output_fired_time: 0.0000000000, propagate_forward_time: 7.1499752998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884530067
validation[          , genome  5588] predictions:    9674/  10000 (96.74%), best:    9672/10000 (96.72%), error:      1120.98938, best error:      1049.65417 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 94.9246215820s, input_fired_time: 1.0654693842, output_fired_time: 0.8565855026, propagate_forward_time: 35.8908576965, propagate_backward_time: 54.9699897766, weight_update_time: 0.1239312440, other_time: 2.1417236328
epoch time: 7.6857371330s, input_fired_time: 0.1182870343, output_fired_time: 0.0000000000, propagate_forward_time: 7.1788311005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886189461
validation[          , genome  5588] predictions:    9679/  10000 (96.79%), best:    9672/10000 (96.72%), error:      1131.19702, best error:      1049.65417 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 95.6765060425s, input_fired_time: 1.0791276693, output_fired_time: 0.8840180635, propagate_forward_time: 35.8981399536, propagate_backward_time: 55.5906143188, weight_update_time: 0.1265653819, other_time: 2.2246093750
epoch time: 7.6702022552s, input_fired_time: 0.1190609187, output_fired_time: 0.0000000000, propagate_forward_time: 7.1625475883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885936737
validation[          , genome  5588] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1115.08142, best error:      1049.65417 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 94.9565963745s, input_fired_time: 1.0689232349, output_fired_time: 0.8585145473, propagate_forward_time: 35.8633003235, propagate_backward_time: 55.0271835327, weight_update_time: 0.1242265850, other_time: 2.1386756897
epoch time: 7.6678519249s, input_fired_time: 0.1204424798, output_fired_time: 0.0000000000, propagate_forward_time: 7.1598753929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875341415
validation[          , genome  5588] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1024.61450, best error:      1024.61450 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.1448059082s, input_fired_time: 1.0708229542, output_fired_time: 0.8570898175, propagate_forward_time: 35.9595489502, propagate_backward_time: 55.1192436218, weight_update_time: 0.1241236776, other_time: 2.1381034851
epoch time: 7.6862258911s, input_fired_time: 0.1199225113, output_fired_time: 0.0000000000, propagate_forward_time: 7.1767230034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895802498
validation[          , genome  5588] predictions:    9681/  10000 (96.81%), best:    9683/10000 (96.83%), error:      1056.09009, best error:      1024.61450 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.0225753784s, input_fired_time: 1.0805196762, output_fired_time: 0.8600249887, propagate_forward_time: 35.8742713928, propagate_backward_time: 55.0649185181, weight_update_time: 0.1239716858, other_time: 2.1428413391
epoch time: 7.6021742821s, input_fired_time: 0.1199845150, output_fired_time: 0.0000000000, propagate_forward_time: 7.0924720764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897175789
validation[          , genome  5588] predictions:    9680/  10000 (96.80%), best:    9683/10000 (96.83%), error:      1075.20642, best error:      1024.61450 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 94.9020843506s, input_fired_time: 1.0662705898, output_fired_time: 0.8586294055, propagate_forward_time: 35.7194099426, propagate_backward_time: 55.1190528870, weight_update_time: 0.1234024391, other_time: 2.1387252808
epoch time: 7.7389640808s, input_fired_time: 0.1215207651, output_fired_time: 0.0000000000, propagate_forward_time: 7.1941671371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232759476
validation[          , genome  5588] predictions:    9671/  10000 (96.71%), best:    9683/10000 (96.83%), error:      1088.14465, best error:      1024.61450 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 96.1548843384s, input_fired_time: 1.0882931948, output_fired_time: 0.8955402970, propagate_forward_time: 35.9490699768, propagate_backward_time: 55.9547729492, weight_update_time: 0.1278464049, other_time: 2.2672080994
epoch time: 7.6450347900s, input_fired_time: 0.1211447343, output_fired_time: 0.0000000000, propagate_forward_time: 7.1334466934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904433250
validation[          , genome  5588] predictions:    9672/  10000 (96.72%), best:    9683/10000 (96.83%), error:      1103.32117, best error:      1024.61450 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 94.5773391724s, input_fired_time: 1.0722939968, output_fired_time: 0.8625715375, propagate_forward_time: 35.6427040100, propagate_backward_time: 54.8620185852, weight_update_time: 0.1236095876, other_time: 2.1377487183
epoch time: 7.5764713287s, input_fired_time: 0.1203046590, output_fired_time: 0.0000000000, propagate_forward_time: 7.0676908493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884758949
validation[          , genome  5588] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1011.37061, best error:      1011.37061 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.8998413086s, input_fired_time: 1.0545091629, output_fired_time: 0.8426301479, propagate_forward_time: 35.5430870056, propagate_backward_time: 54.3226394653, weight_update_time: 0.1224979833, other_time: 2.1369743347
epoch time: 7.5800437927s, input_fired_time: 0.1208827123, output_fired_time: 0.0000000000, propagate_forward_time: 7.0719838142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871774673
validation[          , genome  5588] predictions:    9661/  10000 (96.61%), best:    9695/10000 (96.95%), error:      1131.54016, best error:      1011.37061 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.6343154907s, input_fired_time: 1.0674394369, output_fired_time: 0.8600004911, propagate_forward_time: 35.6844749451, propagate_backward_time: 54.8844795227, weight_update_time: 0.1231063828, other_time: 2.1379241943
epoch time: 7.5930142403s, input_fired_time: 0.1199396998, output_fired_time: 0.0000000000, propagate_forward_time: 7.0842423439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888320923
validation[          , genome  5588] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       965.32153, best error:       965.32153 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 95.3108291626s, input_fired_time: 1.0785238743, output_fired_time: 0.8786351681, propagate_forward_time: 35.7699699402, propagate_backward_time: 55.3539314270, weight_update_time: 0.1252102405, other_time: 2.2297744751
epoch time: 7.8632974625s, input_fired_time: 0.1225271448, output_fired_time: 0.0000000000, propagate_forward_time: 7.2757010460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650692940
validation[          , genome  5588] predictions:    9688/  10000 (96.88%), best:    9711/10000 (97.11%), error:      1066.86267, best error:       965.32153 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 97.4094161987s, input_fired_time: 1.1037740707, output_fired_time: 0.9214065075, propagate_forward_time: 36.1908950806, propagate_backward_time: 56.7672996521, weight_update_time: 0.1302903742, other_time: 2.4260368347
epoch time: 7.6830015182s, input_fired_time: 0.1206998676, output_fired_time: 0.0000000000, propagate_forward_time: 7.1586942673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036073685
validation[          , genome  5588] predictions:    9659/  10000 (96.59%), best:    9711/10000 (97.11%), error:      1110.44690, best error:       965.32153 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 93.9944915771s, input_fired_time: 1.0632221699, output_fired_time: 0.8491836786, propagate_forward_time: 35.5618019104, propagate_backward_time: 54.3786468506, weight_update_time: 0.1221570671, other_time: 2.1416358948
epoch time: 7.6054306030s, input_fired_time: 0.1201800108, output_fired_time: 0.0000000000, propagate_forward_time: 7.0980100632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872404099
validation[          , genome  5588] predictions:    9684/  10000 (96.84%), best:    9711/10000 (97.11%), error:      1036.54016, best error:       965.32153 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 94.3974838257s, input_fired_time: 1.0686292648, output_fired_time: 0.8579607010, propagate_forward_time: 35.5803260803, propagate_backward_time: 54.7580490112, weight_update_time: 0.1227174625, other_time: 2.1325187683
epoch time: 7.5664868355s, input_fired_time: 0.1199403033, output_fired_time: 0.0000000000, propagate_forward_time: 7.0593690872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871774673
validation[          , genome  5588] predictions:    9673/  10000 (96.73%), best:    9711/10000 (97.11%), error:      1099.46509, best error:       965.32153 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 94.6144561768s, input_fired_time: 1.0737167597, output_fired_time: 0.8593931198, propagate_forward_time: 35.6440505981, propagate_backward_time: 54.9023818970, weight_update_time: 0.1234560236, other_time: 2.1349182129
epoch time: 7.6430792809s, input_fired_time: 0.1209105551, output_fired_time: 0.0000000000, propagate_forward_time: 7.1336798668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884887695
validation[          , genome  5588] predictions:    9687/  10000 (96.87%), best:    9711/10000 (97.11%), error:      1010.07532, best error:       965.32153 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 94.7325897217s, input_fired_time: 1.0802857876, output_fired_time: 0.8618233204, propagate_forward_time: 35.7160034180, propagate_backward_time: 54.9312095642, weight_update_time: 0.1249375045, other_time: 2.1432685852
epoch time: 7.6536860466s, input_fired_time: 0.1220894232, output_fired_time: 0.0000000000, propagate_forward_time: 7.1406655312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909311295
validation[          , genome  5588] predictions:    9697/  10000 (96.97%), best:    9711/10000 (97.11%), error:       992.68622, best error:       965.32153 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 94.8671264648s, input_fired_time: 1.0750589371, output_fired_time: 0.8568201065, propagate_forward_time: 35.7889785767, propagate_backward_time: 55.0021362305, weight_update_time: 0.1241912395, other_time: 2.1441345215
epoch time: 7.6815247536s, input_fired_time: 0.1221911162, output_fired_time: 0.0000000000, propagate_forward_time: 7.1721782684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871555328
validation[          , genome  5588] predictions:    9655/  10000 (96.55%), best:    9711/10000 (97.11%), error:      1109.65942, best error:       965.32153 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 94.7857589722s, input_fired_time: 1.0804256201, output_fired_time: 0.8603307009, propagate_forward_time: 35.7552947998, propagate_backward_time: 54.9510269165, weight_update_time: 0.1241309345, other_time: 2.1386795044
epoch time: 7.6685318947s, input_fired_time: 0.1217008084, output_fired_time: 0.0000000000, propagate_forward_time: 7.1549086571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919224739
validation[          , genome  5588] predictions:    9708/  10000 (97.08%), best:    9711/10000 (97.11%), error:       980.75635, best error:       965.32153 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 94.9068603516s, input_fired_time: 1.0803960562, output_fired_time: 0.8619578481, propagate_forward_time: 35.7995681763, propagate_backward_time: 55.0200538635, weight_update_time: 0.1240878776, other_time: 2.1448783875
epoch time: 7.6498379707s, input_fired_time: 0.1214209273, output_fired_time: 0.0000000000, propagate_forward_time: 7.1390380859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893790245
validation[          , genome  5588] predictions:    9689/  10000 (96.89%), best:    9711/10000 (97.11%), error:      1040.00842, best error:       965.32153 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.6826095581s, input_fired_time: 1.0825679302, output_fired_time: 0.8606443405, propagate_forward_time: 35.7190208435, propagate_backward_time: 54.8765335083, weight_update_time: 0.1240660921, other_time: 2.1438484192
epoch time: 7.6590924263s, input_fired_time: 0.1225907132, output_fired_time: 0.0000000000, propagate_forward_time: 7.1477952003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887066841
validation[          , genome  5588] predictions:    9674/  10000 (96.74%), best:    9711/10000 (97.11%), error:      1064.14990, best error:       965.32153 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 95.0126876831s, input_fired_time: 1.0824973583, output_fired_time: 0.8574310541, propagate_forward_time: 35.8902397156, propagate_backward_time: 55.0413246155, weight_update_time: 0.1240947172, other_time: 2.1411972046
epoch time: 7.6544585228s, input_fired_time: 0.1233129203, output_fired_time: 0.0000000000, propagate_forward_time: 7.1420269012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891186714
validation[          , genome  5588] predictions:    9710/  10000 (97.10%), best:    9711/10000 (97.11%), error:       977.89148, best error:       965.32153 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 96.1453094482s, input_fired_time: 1.1076388359, output_fired_time: 0.9148149490, propagate_forward_time: 35.8425979614, propagate_backward_time: 55.9393539429, weight_update_time: 0.1274178922, other_time: 2.3409042358
epoch time: 7.5903134346s, input_fired_time: 0.1223706603, output_fired_time: 0.0000000000, propagate_forward_time: 7.0804252625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875174522
validation[          , genome  5588] predictions:    9708/  10000 (97.08%), best:    9711/10000 (97.11%), error:       977.09662, best error:       965.32153 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 94.8223495483s, input_fired_time: 1.0823150873, output_fired_time: 0.8735629320, propagate_forward_time: 35.6083831787, propagate_backward_time: 55.0629920959, weight_update_time: 0.1239257604, other_time: 2.1950950623
epoch time: 7.7705907822s, input_fired_time: 0.1235427260, output_fired_time: 0.0000000000, propagate_forward_time: 7.1821660995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648818970
validation[          , genome  5588] predictions:    9694/  10000 (96.94%), best:    9711/10000 (97.11%), error:      1039.64124, best error:       965.32153 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 94.5451431274s, input_fired_time: 1.0829854012, output_fired_time: 0.8711761236, propagate_forward_time: 35.5478591919, propagate_backward_time: 54.8494262695, weight_update_time: 0.1238443255, other_time: 2.1936950684
epoch time: 7.6304206848s, input_fired_time: 0.1239580512, output_fired_time: 0.0000000000, propagate_forward_time: 7.1159052849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905572891
validation[          , genome  5588] predictions:    9626/  10000 (96.26%), best:    9711/10000 (97.11%), error:      1267.22339, best error:       965.32153 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 94.2309494019s, input_fired_time: 1.0852129459, output_fired_time: 0.8578502536, propagate_forward_time: 35.5626716614, propagate_backward_time: 54.5619659424, weight_update_time: 0.1223082542, other_time: 2.1632499695
epoch time: 7.5762262344s, input_fired_time: 0.1223326698, output_fired_time: 0.0000000000, propagate_forward_time: 7.0663337708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875598907
validation[          , genome  5588] predictions:    9639/  10000 (96.39%), best:    9711/10000 (97.11%), error:      1230.61426, best error:       965.32153 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 96.1377716064s, input_fired_time: 1.1005403996, output_fired_time: 0.8629682660, propagate_forward_time: 36.3345184326, propagate_backward_time: 55.6473503113, weight_update_time: 0.1230484769, other_time: 2.1923942566
epoch time: 7.9592437744s, input_fired_time: 0.1355559379, output_fired_time: 0.0000000000, propagate_forward_time: 7.4062314034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174566269
validation[          , genome  5588] predictions:    9710/  10000 (97.10%), best:    9711/10000 (97.11%), error:       977.12476, best error:       965.32153 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.7079086304s, input_fired_time: 1.0948008299, output_fired_time: 0.8600135446, propagate_forward_time: 35.6820182800, propagate_backward_time: 54.9348907471, weight_update_time: 0.1227553189, other_time: 2.1361808777
epoch time: 7.6001987457s, input_fired_time: 0.1220387295, output_fired_time: 0.0000000000, propagate_forward_time: 7.0888757706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892841339
validation[          , genome  5588] predictions:    9652/  10000 (96.52%), best:    9711/10000 (97.11%), error:      1130.49756, best error:       965.32153 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.0214385986s, input_fired_time: 1.0838543177, output_fired_time: 0.8575690985, propagate_forward_time: 35.8738365173, propagate_backward_time: 55.0609092712, weight_update_time: 0.1241623536, other_time: 2.1452713013
epoch time: 7.7280807495s, input_fired_time: 0.1241444498, output_fired_time: 0.0000000000, propagate_forward_time: 7.2141323090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898038864
validation[          , genome  5588] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       933.63196, best error:       933.63196 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 94.3138504028s, input_fired_time: 1.0824335814, output_fired_time: 0.8602020144, propagate_forward_time: 35.5593070984, propagate_backward_time: 54.6520195007, weight_update_time: 0.1227758303, other_time: 2.1598892212
epoch time: 7.6556119919s, input_fired_time: 0.1235621646, output_fired_time: 0.0000000000, propagate_forward_time: 7.1404123306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916373253
validation[          , genome  5588] predictions:    9674/  10000 (96.74%), best:    9717/10000 (97.17%), error:      1052.80566, best error:       933.63196 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.7658538818s, input_fired_time: 1.0836418867, output_fired_time: 0.8565480113, propagate_forward_time: 35.7682571411, propagate_backward_time: 54.9078292847, weight_update_time: 0.1235491857, other_time: 2.1495819092
epoch time: 7.5925059319s, input_fired_time: 0.1245527118, output_fired_time: 0.0000000000, propagate_forward_time: 7.0799713135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879818916
validation[          , genome  5588] predictions:    9705/  10000 (97.05%), best:    9717/10000 (97.17%), error:       992.85828, best error:       933.63196 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 95.3152313232s, input_fired_time: 1.0797458887, output_fired_time: 0.8545205593, propagate_forward_time: 36.0240554810, propagate_backward_time: 55.1980018616, weight_update_time: 0.1230858043, other_time: 2.1589088440
epoch time: 7.6076054573s, input_fired_time: 0.1242008954, output_fired_time: 0.0000000000, propagate_forward_time: 7.0947141647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886904716
validation[          , genome  5588] predictions:    9648/  10000 (96.48%), best:    9717/10000 (97.17%), error:      1113.99597, best error:       933.63196 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.9144897461s, input_fired_time: 1.0827931166, output_fired_time: 0.8520434499, propagate_forward_time: 35.8763122559, propagate_backward_time: 54.9553375244, weight_update_time: 0.1231633276, other_time: 2.1480026245
epoch time: 7.8740491867s, input_fired_time: 0.1240806431, output_fired_time: 0.0000000000, propagate_forward_time: 7.3547172546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952512741
validation[          , genome  5588] predictions:    9701/  10000 (97.01%), best:    9717/10000 (97.17%), error:       992.80981, best error:       933.63196 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.7093582153s, input_fired_time: 1.0905716419, output_fired_time: 0.8570942283, propagate_forward_time: 35.7297897339, propagate_backward_time: 54.8903121948, weight_update_time: 0.1232126057, other_time: 2.1415939331
epoch time: 7.5999798775s, input_fired_time: 0.1244759262, output_fired_time: 0.0000000000, propagate_forward_time: 7.0875172615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879866600
validation[          , genome  5588] predictions:    9713/  10000 (97.13%), best:    9717/10000 (97.17%), error:       939.97296, best error:       933.63196 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 95.7595214844s, input_fired_time: 1.1014504433, output_fired_time: 0.8975263238, propagate_forward_time: 35.7517776489, propagate_backward_time: 55.6850891113, weight_update_time: 0.1275057793, other_time: 2.3236770630
epoch time: 7.7682166100s, input_fired_time: 0.1236878633, output_fired_time: 0.0000000000, propagate_forward_time: 7.2298974991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146313667
validation[          , genome  5588] predictions:    9721/  10000 (97.21%), best:    9717/10000 (97.17%), error:       935.85272, best error:       933.63196 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 94.9823379517s, input_fired_time: 1.0864542723, output_fired_time: 0.8508340716, propagate_forward_time: 35.9498786926, propagate_backward_time: 54.9563865662, weight_update_time: 0.1239286661, other_time: 2.1387786865
epoch time: 7.6769819260s, input_fired_time: 0.1238906458, output_fired_time: 0.0000000000, propagate_forward_time: 7.1656122208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874788284
validation[          , genome  5588] predictions:    9709/  10000 (97.09%), best:    9717/10000 (97.17%), error:       977.55438, best error:       933.63196 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 94.7602081299s, input_fired_time: 1.0900124311, output_fired_time: 0.8556947112, propagate_forward_time: 35.8154945374, propagate_backward_time: 54.8611259460, weight_update_time: 0.1237481833, other_time: 2.1378784180
epoch time: 7.6675395966s, input_fired_time: 0.1242117435, output_fired_time: 0.0000000000, propagate_forward_time: 7.1545605659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887672424
validation[          , genome  5588] predictions:    9697/  10000 (96.97%), best:    9717/10000 (97.17%), error:      1002.10620, best error:       933.63196 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 94.8401641846s, input_fired_time: 1.0911757946, output_fired_time: 0.8561298251, propagate_forward_time: 35.8420372009, propagate_backward_time: 54.9132118225, weight_update_time: 0.1240544021, other_time: 2.1376037598
epoch time: 7.6674952507s, input_fired_time: 0.1248000413, output_fired_time: 0.0000000000, propagate_forward_time: 7.1541595459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885354996
validation[          , genome  5588] predictions:    9680/  10000 (96.80%), best:    9717/10000 (97.17%), error:      1060.49268, best error:       933.63196 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 94.8434829712s, input_fired_time: 1.0888621807, output_fired_time: 0.8567855358, propagate_forward_time: 35.8424987793, propagate_backward_time: 54.9135360718, weight_update_time: 0.1237627789, other_time: 2.1417999268
epoch time: 7.6772875786s, input_fired_time: 0.1241747662, output_fired_time: 0.0000000000, propagate_forward_time: 7.1639084816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892045021
validation[          , genome  5588] predictions:    9720/  10000 (97.20%), best:    9717/10000 (97.17%), error:      1000.39471, best error:       933.63196 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.9689636230s, input_fired_time: 1.0937930346, output_fired_time: 0.8615480065, propagate_forward_time: 35.8408775330, propagate_backward_time: 55.0334625244, weight_update_time: 0.1241495833, other_time: 2.1392784119
epoch time: 7.6758332253s, input_fired_time: 0.1246332303, output_fired_time: 0.0000000000, propagate_forward_time: 7.1647939682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864059448
validation[          , genome  5588] predictions:    9720/  10000 (97.20%), best:    9717/10000 (97.17%), error:       952.68701, best error:       933.63196 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 94.7538299561s, input_fired_time: 1.0916240215, output_fired_time: 0.8604777455, propagate_forward_time: 35.7653808594, propagate_backward_time: 54.9039840698, weight_update_time: 0.1238846034, other_time: 2.1323623657
epoch time: 7.6541481018s, input_fired_time: 0.1257842481, output_fired_time: 0.0000000000, propagate_forward_time: 7.1387405396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896231651
validation[          , genome  5588] predictions:    9688/  10000 (96.88%), best:    9717/10000 (97.17%), error:      1055.34363, best error:       933.63196 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 95.0070037842s, input_fired_time: 1.0930435658, output_fired_time: 0.8575677276, propagate_forward_time: 35.8834800720, propagate_backward_time: 55.0377349854, weight_update_time: 0.1239746734, other_time: 2.1351814270
epoch time: 7.6717710495s, input_fired_time: 0.1235307306, output_fired_time: 0.0000000000, propagate_forward_time: 7.1572852135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909549713
validation[          , genome  5588] predictions:    9642/  10000 (96.42%), best:    9717/10000 (97.17%), error:      1142.42822, best error:       933.63196 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 94.9991073608s, input_fired_time: 1.0957157612, output_fired_time: 0.8589233756, propagate_forward_time: 35.8840904236, propagate_backward_time: 55.0228424072, weight_update_time: 0.1234975979, other_time: 2.1375312805
epoch time: 7.6134276390s, input_fired_time: 0.1255095154, output_fired_time: 0.0000000000, propagate_forward_time: 7.0986728668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892450333
validation[          , genome  5588] predictions:    9706/  10000 (97.06%), best:    9717/10000 (97.17%), error:       990.32935, best error:       933.63196 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 96.0767135620s, input_fired_time: 1.0960284472, output_fired_time: 0.8847149611, propagate_forward_time: 36.2696609497, propagate_backward_time: 55.6260032654, weight_update_time: 0.1234473661, other_time: 2.2003059387
epoch time: 7.7484526634s, input_fired_time: 0.1259819418, output_fired_time: 0.0000000000, propagate_forward_time: 7.2343959808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880748749
validation[          , genome  5588] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       914.33972, best error:       914.33972 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.3352966309s, input_fired_time: 1.0854760408, output_fired_time: 0.8587520123, propagate_forward_time: 35.6337242126, propagate_backward_time: 54.6230812073, weight_update_time: 0.1223881617, other_time: 2.1342620850
epoch time: 7.6116619110s, input_fired_time: 0.1249621809, output_fired_time: 0.0000000000, propagate_forward_time: 7.0996437073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870558739
validation[          , genome  5588] predictions:    9683/  10000 (96.83%), best:    9721/10000 (97.21%), error:      1048.35815, best error:       914.33972 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 94.7184753418s, input_fired_time: 1.0969270468, output_fired_time: 0.8551552296, propagate_forward_time: 35.7197494507, propagate_backward_time: 54.8972167969, weight_update_time: 0.1244500354, other_time: 2.1494293213
epoch time: 7.7083525658s, input_fired_time: 0.1251192689, output_fired_time: 0.0000000000, propagate_forward_time: 7.1767888069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064445496
validation[          , genome  5588] predictions:    9704/  10000 (97.04%), best:    9721/10000 (97.21%), error:       940.49792, best error:       914.33972 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.1127471924s, input_fired_time: 1.0954182148, output_fired_time: 0.8727556467, propagate_forward_time: 35.7084236145, propagate_backward_time: 55.2260398865, weight_update_time: 0.1246450320, other_time: 2.2101058960
epoch time: 7.6010508537s, input_fired_time: 0.1255656034, output_fired_time: 0.0000000000, propagate_forward_time: 7.0831432343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923420906
validation[          , genome  5588] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:      1014.55359, best error:       914.33972 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 94.9526824951s, input_fired_time: 1.0956991911, output_fired_time: 0.8746771216, propagate_forward_time: 35.8367385864, propagate_backward_time: 54.9992904663, weight_update_time: 0.1240605339, other_time: 2.1462783813
epoch time: 7.6793594360s, input_fired_time: 0.1252056062, output_fired_time: 0.0000000000, propagate_forward_time: 7.1648983955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892555237
validation[          , genome  5588] predictions:    9656/  10000 (96.56%), best:    9721/10000 (97.21%), error:      1086.29297, best error:       914.33972 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 95.0334014893s, input_fired_time: 1.0972164869, output_fired_time: 0.8585439324, propagate_forward_time: 35.8872451782, propagate_backward_time: 55.0488891602, weight_update_time: 0.1238361448, other_time: 2.1415100098
epoch time: 7.6811523438s, input_fired_time: 0.1259945035, output_fired_time: 0.0000000000, propagate_forward_time: 7.1671805382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879771233
validation[          , genome  5588] predictions:    9688/  10000 (96.88%), best:    9721/10000 (97.21%), error:      1048.94995, best error:       914.33972 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 94.9984436035s, input_fired_time: 1.1002289057, output_fired_time: 0.8605165482, propagate_forward_time: 35.8452758789, propagate_backward_time: 55.0500221252, weight_update_time: 0.1240767017, other_time: 2.1423988342
epoch time: 7.6789097786s, input_fired_time: 0.1257417351, output_fired_time: 0.0000000000, propagate_forward_time: 7.1639728546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891949654
validation[          , genome  5588] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:       968.53149, best error:       914.33972 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.6692810059s, input_fired_time: 1.0959846973, output_fired_time: 0.8541567326, propagate_forward_time: 35.7268676758, propagate_backward_time: 54.8447074890, weight_update_time: 0.1241660640, other_time: 2.1475639343
epoch time: 7.6324639320s, input_fired_time: 0.1259951741, output_fired_time: 0.0000000000, propagate_forward_time: 7.1160674095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904013634
validation[          , genome  5588] predictions:    9725/  10000 (97.25%), best:    9721/10000 (97.21%), error:       966.70154, best error:       914.33972 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.4048995972s, input_fired_time: 1.0972815752, output_fired_time: 0.8546701670, propagate_forward_time: 35.5977706909, propagate_backward_time: 54.7055587769, weight_update_time: 0.1240241900, other_time: 2.1496200562
epoch time: 7.6279511452s, input_fired_time: 0.1265925169, output_fired_time: 0.0000000000, propagate_forward_time: 7.1117720604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895864487
validation[          , genome  5588] predictions:    9708/  10000 (97.08%), best:    9721/10000 (97.21%), error:      1005.02142, best error:       914.33972 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 94.3998794556s, input_fired_time: 1.0960278511, output_fired_time: 0.8558380604, propagate_forward_time: 35.5860519409, propagate_backward_time: 54.7105751038, weight_update_time: 0.1240098029, other_time: 2.1513862610
epoch time: 7.6277174950s, input_fired_time: 0.1248792261, output_fired_time: 0.0000000000, propagate_forward_time: 7.1118383408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909997940
validation[          , genome  5588] predictions:    9687/  10000 (96.87%), best:    9721/10000 (97.21%), error:      1017.83185, best error:       914.33972 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 94.6605300903s, input_fired_time: 1.0966243744, output_fired_time: 0.8566260934, propagate_forward_time: 35.7061500549, propagate_backward_time: 54.8576164246, weight_update_time: 0.1240322888, other_time: 2.1435089111
epoch time: 7.6894488335s, input_fired_time: 0.1274832934, output_fired_time: 0.0000000000, propagate_forward_time: 7.1688613892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931040764
validation[          , genome  5588] predictions:    9719/  10000 (97.19%), best:    9721/10000 (97.21%), error:       957.17096, best error:       914.33972 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 95.0501556396s, input_fired_time: 1.1007764339, output_fired_time: 0.8582256436, propagate_forward_time: 35.8961105347, propagate_backward_time: 55.0596961975, weight_update_time: 0.1237479299, other_time: 2.1353492737
epoch time: 7.6827816963s, input_fired_time: 0.1265255362, output_fired_time: 0.0000000000, propagate_forward_time: 7.1674942970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887619972
validation[          , genome  5588] predictions:    9676/  10000 (96.76%), best:    9721/10000 (97.21%), error:      1063.29871, best error:       914.33972 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 95.0017089844s, input_fired_time: 1.1041179895, output_fired_time: 0.8603845835, propagate_forward_time: 35.8464317322, propagate_backward_time: 55.0533256531, weight_update_time: 0.1244598255, other_time: 2.1374511719
epoch time: 7.6693453789s, input_fired_time: 0.1272619218, output_fired_time: 0.0000000000, propagate_forward_time: 7.1515765190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905067444
validation[          , genome  5588] predictions:    9673/  10000 (96.73%), best:    9721/10000 (97.21%), error:      1086.88721, best error:       914.33972 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.7472000122s, input_fired_time: 1.0998705626, output_fired_time: 0.8582279086, propagate_forward_time: 35.7403678894, propagate_backward_time: 54.9048881531, weight_update_time: 0.1243181229, other_time: 2.1438446045
epoch time: 7.6592984200s, input_fired_time: 0.1278176755, output_fired_time: 0.0000000000, propagate_forward_time: 7.1408295631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906512260
validation[          , genome  5588] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:       994.78204, best error:       914.33972 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 94.9334869385s, input_fired_time: 1.1010832787, output_fired_time: 0.8573701978, propagate_forward_time: 35.8410758972, propagate_backward_time: 54.9941940308, weight_update_time: 0.1239532530, other_time: 2.1397666931
epoch time: 7.6764602661s, input_fired_time: 0.1259633899, output_fired_time: 0.0000000000, propagate_forward_time: 7.1611418724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893551826
validation[          , genome  5588] predictions:    9718/  10000 (97.18%), best:    9721/10000 (97.21%), error:       944.73627, best error:       914.33972 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.0122299194s, input_fired_time: 1.1048483849, output_fired_time: 0.8622575402, propagate_forward_time: 35.8524818420, propagate_backward_time: 55.0505485535, weight_update_time: 0.1250024587, other_time: 2.1420898438
epoch time: 7.6885237694s, input_fired_time: 0.1277535111, output_fired_time: 0.0000000000, propagate_forward_time: 7.1719827652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887872696
validation[          , genome  5588] predictions:    9669/  10000 (96.69%), best:    9721/10000 (97.21%), error:      1122.55200, best error:       914.33972 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 95.0596237183s, input_fired_time: 1.1047341824, output_fired_time: 0.8626804948, propagate_forward_time: 35.8745994568, propagate_backward_time: 55.0762023926, weight_update_time: 0.1242603436, other_time: 2.1414070129
epoch time: 7.6881742477s, input_fired_time: 0.1272899508, output_fired_time: 0.0000000000, propagate_forward_time: 7.1709618568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899226189
validation[          , genome  5588] predictions:    9715/  10000 (97.15%), best:    9721/10000 (97.21%), error:       966.36554, best error:       914.33972 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 96.7447967529s, input_fired_time: 1.1264729500, output_fired_time: 0.9049590230, propagate_forward_time: 36.0993309021, propagate_backward_time: 56.3045310974, weight_update_time: 0.1284003258, other_time: 2.3095016479
epoch time: 7.8535943031s, input_fired_time: 0.1284676641, output_fired_time: 0.0000000000, propagate_forward_time: 7.2561731339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689536095
validation[          , genome  5588] predictions:    9715/  10000 (97.15%), best:    9721/10000 (97.21%), error:       970.50824, best error:       914.33972 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.6770324707s, input_fired_time: 1.1007220745, output_fired_time: 0.8595239520, propagate_forward_time: 35.6425933838, propagate_backward_time: 54.8534774780, weight_update_time: 0.1232848465, other_time: 2.2207107544
epoch time: 7.5707607269s, input_fired_time: 0.1262211204, output_fired_time: 0.0000000000, propagate_forward_time: 7.0566287041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879108429
validation[          , genome  5588] predictions:    9708/  10000 (97.08%), best:    9721/10000 (97.21%), error:       972.11633, best error:       914.33972 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 95.0278854370s, input_fired_time: 1.1029968262, output_fired_time: 0.8618318439, propagate_forward_time: 35.8346595764, propagate_backward_time: 55.0905151367, weight_update_time: 0.1239151657, other_time: 2.1378822327
epoch time: 7.6621198654s, input_fired_time: 0.1271390468, output_fired_time: 0.0000000000, propagate_forward_time: 7.1473121643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876686096
validation[          , genome  5588] predictions:    9674/  10000 (96.74%), best:    9721/10000 (97.21%), error:      1051.92041, best error:       914.33972 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 94.9589004517s, input_fired_time: 1.1030318737, output_fired_time: 0.8594226241, propagate_forward_time: 35.8586654663, propagate_backward_time: 54.9981346130, weight_update_time: 0.1244039759, other_time: 2.1396446228
epoch time: 7.7733407021s, input_fired_time: 0.1270625442, output_fired_time: 0.0000000000, propagate_forward_time: 7.2576045990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886737823
validation[          , genome  5588] predictions:    9683/  10000 (96.83%), best:    9721/10000 (97.21%), error:      1013.40491, best error:       914.33972 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 94.8506622314s, input_fired_time: 1.1033931971, output_fired_time: 0.8532582521, propagate_forward_time: 35.8411445618, propagate_backward_time: 54.9118003845, weight_update_time: 0.1238131970, other_time: 2.1410675049
epoch time: 7.6254925728s, input_fired_time: 0.1268242002, output_fired_time: 0.0000000000, propagate_forward_time: 7.1096587181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890094757
validation[          , genome  5588] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1037.65918, best error:       914.33972 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 94.5621109009s, input_fired_time: 1.1002805233, output_fired_time: 0.8525575995, propagate_forward_time: 35.7020683289, propagate_backward_time: 54.7602233887, weight_update_time: 0.1238274574, other_time: 2.1469841003
epoch time: 7.6571049690s, input_fired_time: 0.1273186058, output_fired_time: 0.0000000000, propagate_forward_time: 7.1397485733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900380135
validation[          , genome  5588] predictions:    9688/  10000 (96.88%), best:    9721/10000 (97.21%), error:      1019.76837, best error:       914.33972 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.9912033081s, input_fired_time: 1.0994342566, output_fired_time: 0.8612342477, propagate_forward_time: 35.7381095886, propagate_backward_time: 55.1544456482, weight_update_time: 0.1226933599, other_time: 2.1379776001
epoch time: 7.6101894379s, input_fired_time: 0.1271017343, output_fired_time: 0.0000000000, propagate_forward_time: 7.0908975601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921899796
validation[          , genome  5588] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:      1006.39148, best error:       914.33972 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 94.7566146851s, input_fired_time: 1.1018568277, output_fired_time: 0.8629100323, propagate_forward_time: 35.6633262634, propagate_backward_time: 54.9924278259, weight_update_time: 0.1228120103, other_time: 2.1360931396
epoch time: 7.7161540985s, input_fired_time: 0.1270530075, output_fired_time: 0.0000000000, propagate_forward_time: 7.1711440086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179573059
validation[          , genome  5588] predictions:    9708/  10000 (97.08%), best:    9721/10000 (97.21%), error:       987.42633, best error:       914.33972 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.5945510864s, input_fired_time: 1.1506299973, output_fired_time: 0.9533767700, propagate_forward_time: 36.3387451172, propagate_backward_time: 57.6535453796, weight_update_time: 0.1325096935, other_time: 2.4982566833
epoch time: 7.8655562401s, input_fired_time: 0.1291127354, output_fired_time: 0.0000000000, propagate_forward_time: 7.2740030289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624404907
validation[          , genome  5588] predictions:    9717/  10000 (97.17%), best:    9721/10000 (97.21%), error:       957.91113, best error:       914.33972 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.7405853271s, input_fired_time: 1.1100262403, output_fired_time: 0.8647568226, propagate_forward_time: 35.6448898315, propagate_backward_time: 54.9581909180, weight_update_time: 0.1233971491, other_time: 2.1627273560
epoch time: 7.6822462082s, input_fired_time: 0.1266345978, output_fired_time: 0.0000000000, propagate_forward_time: 7.1696224213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859891891
validation[          , genome  5588] predictions:    9667/  10000 (96.67%), best:    9721/10000 (97.21%), error:      1184.09827, best error:       914.33972 on epoch:    74, 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: 38.1080093384s, input_fired_time: 0.6365382075, output_fired_time: 0.0000000000, propagate_forward_time: 35.4972610474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9742088318
best training[          , genome  5588] predictions:   49346/  50000 (98.69%), best:    9721/10000 (97.21%), error:      2491.06274, best error:       914.33972 on epoch:    74, 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: 7.6122941971s, input_fired_time: 0.1247176901, output_fired_time: 0.0000000000, propagate_forward_time: 7.0985360146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890404701
   testing[          , genome  5588] predictions:    9742/  10000 (97.42%), best:    9721/10000 (97.21%), error:       890.66443, best error:       914.33972 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:55:27 (21689): called boinc_finish(0)

</stderr_txt>
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