Nameexact_genome_1512568488_43_5204_1
Workunit2597270
Created7 Dec 2017, 13:38:50 UTC
Sent7 Dec 2017, 13:44:38 UTC
Report deadline14 Dec 2017, 15:10:06 UTC
Received9 Dec 2017, 7:47:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 46 min 34 sec
CPU time3 hours 41 min 51 sec
Validate stateValid
Credit1,764.84
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.32 MB
Peak swap size153.56 MB
Peak disk usage1.75 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ate_time: 0.0000000000, other_time: 0.5362882614
validation[          , genome  5204] predictions:    9596/  10000 (95.96%), best:    9658/10000 (96.58%), error:      1267.78271, best error:      1132.90747 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 121.8675003052s, input_fired_time: 1.3403562307, output_fired_time: 1.3869999647, propagate_forward_time: 47.1809082031, propagate_backward_time: 68.9332199097, weight_update_time: 0.1722829640, other_time: 3.0260162354
epoch time: 10.3062763214s, input_fired_time: 0.1680622250, output_fired_time: 0.0000000000, propagate_forward_time: 9.5925722122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456418991
validation[          , genome  5204] predictions:    9599/  10000 (95.99%), best:    9658/10000 (96.58%), error:      1313.75232, best error:      1132.90747 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 120.3530197144s, input_fired_time: 1.3344925642, output_fired_time: 1.3712418079, propagate_forward_time: 46.5697784424, propagate_backward_time: 68.0681457520, weight_update_time: 0.1713648587, other_time: 3.0093612671
epoch time: 10.1118202209s, input_fired_time: 0.1665748656, output_fired_time: 0.0000000000, propagate_forward_time: 9.4019050598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433406830
validation[          , genome  5204] predictions:    9638/  10000 (96.38%), best:    9658/10000 (96.58%), error:      1143.19116, best error:      1132.90747 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 120.5034255981s, input_fired_time: 1.3374631405, output_fired_time: 1.3789846897, propagate_forward_time: 46.6289291382, propagate_backward_time: 68.1375198364, weight_update_time: 0.1724303663, other_time: 3.0205307007
epoch time: 10.3334608078s, input_fired_time: 0.1713200212, output_fired_time: 0.0000000000, propagate_forward_time: 9.6001510620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619897842
validation[          , genome  5204] predictions:    9623/  10000 (96.23%), best:    9658/10000 (96.58%), error:      1221.87061, best error:      1132.90747 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 121.0500717163s, input_fired_time: 1.3304147720, output_fired_time: 1.3663511276, propagate_forward_time: 46.9311599731, propagate_backward_time: 68.4067077637, weight_update_time: 0.1711107194, other_time: 3.0154418945
epoch time: 10.0755519867s, input_fired_time: 0.1672453433, output_fired_time: 0.0000000000, propagate_forward_time: 9.3711633682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371437073
validation[          , genome  5204] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1179.12036, best error:      1132.90747 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.0677337646s, input_fired_time: 1.3386449814, output_fired_time: 1.3782231808, propagate_forward_time: 46.6808013916, propagate_backward_time: 68.6535568237, weight_update_time: 0.1738464683, other_time: 3.0165100098
epoch time: 9.8174381256s, input_fired_time: 0.1642376333, output_fired_time: 0.0000000000, propagate_forward_time: 9.1196022034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335979462
validation[          , genome  5204] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1012.65106, best error:      1012.65106 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 121.0228118896s, input_fired_time: 1.3281389475, output_fired_time: 1.3720095158, propagate_forward_time: 46.7129631042, propagate_backward_time: 68.5794830322, weight_update_time: 0.1712158322, other_time: 3.0302124023
epoch time: 10.0509204865s, input_fired_time: 0.1665281802, output_fired_time: 0.0000000000, propagate_forward_time: 9.3398933411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444993973
validation[          , genome  5204] predictions:    9575/  10000 (95.75%), best:    9690/10000 (96.90%), error:      1383.00330, best error:      1012.65106 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.7064285278s, input_fired_time: 1.3301541805, output_fired_time: 1.3574683666, propagate_forward_time: 46.3133506775, propagate_backward_time: 67.7055053711, weight_update_time: 0.1710841656, other_time: 2.9999542236
epoch time: 10.2516393661s, input_fired_time: 0.1662432551, output_fired_time: 0.0000000000, propagate_forward_time: 9.5468721390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385236740
validation[          , genome  5204] predictions:    9684/  10000 (96.84%), best:    9690/10000 (96.90%), error:      1026.07507, best error:      1012.65106 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 121.4353790283s, input_fired_time: 1.3474831581, output_fired_time: 1.3822563887, propagate_forward_time: 46.9686088562, propagate_backward_time: 68.7085266113, weight_update_time: 0.1739403903, other_time: 3.0285034180
epoch time: 10.1603908539s, input_fired_time: 0.1684447378, output_fired_time: 0.0000000000, propagate_forward_time: 9.4372310638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547151566
validation[          , genome  5204] predictions:    9674/  10000 (96.74%), best:    9690/10000 (96.90%), error:      1130.59888, best error:      1012.65106 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 121.1888046265s, input_fired_time: 1.3416374922, output_fired_time: 1.3805432320, propagate_forward_time: 46.8634872437, propagate_backward_time: 68.5913543701, weight_update_time: 0.1737159789, other_time: 3.0117797852
epoch time: 9.7986211777s, input_fired_time: 0.1652227789, output_fired_time: 0.0000000000, propagate_forward_time: 9.0941028595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392951965
validation[          , genome  5204] predictions:    9684/  10000 (96.84%), best:    9690/10000 (96.90%), error:      1032.51306, best error:      1012.65106 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.0890121460s, input_fired_time: 1.3418086767, output_fired_time: 1.3910825253, propagate_forward_time: 46.9340972900, propagate_backward_time: 68.4059143066, weight_update_time: 0.1713810414, other_time: 3.0161056519
epoch time: 10.3038330078s, input_fired_time: 0.1673682183, output_fired_time: 0.0000000000, propagate_forward_time: 9.5873165131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491485596
validation[          , genome  5204] predictions:    9656/  10000 (96.56%), best:    9690/10000 (96.90%), error:      1184.47314, best error:      1012.65106 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 121.4388046265s, input_fired_time: 1.3516753912, output_fired_time: 1.3724257946, propagate_forward_time: 46.8929405212, propagate_backward_time: 68.7950744629, weight_update_time: 0.1714601815, other_time: 3.0266876221
epoch time: 9.7637157440s, input_fired_time: 0.1649744362, output_fired_time: 0.0000000000, propagate_forward_time: 9.0696315765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291099548
validation[          , genome  5204] predictions:    9531/  10000 (95.31%), best:    9690/10000 (96.90%), error:      1506.33374, best error:      1012.65106 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 121.9743652344s, input_fired_time: 1.3510439396, output_fired_time: 1.3808537722, propagate_forward_time: 47.2835464478, propagate_backward_time: 68.9345855713, weight_update_time: 0.1739545912, other_time: 3.0243377686
epoch time: 10.2686557770s, input_fired_time: 0.1691671312, output_fired_time: 0.0000000000, propagate_forward_time: 9.5485000610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509881973
validation[          , genome  5204] predictions:    9613/  10000 (96.13%), best:    9690/10000 (96.90%), error:      1290.87378, best error:      1012.65106 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.8414840698s, input_fired_time: 1.3459309340, output_fired_time: 1.3778280020, propagate_forward_time: 46.7968788147, propagate_backward_time: 68.3069229126, weight_update_time: 0.1706397384, other_time: 3.0139236450
epoch time: 10.1051139832s, input_fired_time: 0.1637292504, output_fired_time: 0.0000000000, propagate_forward_time: 9.4003162384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410680771
validation[          , genome  5204] predictions:    9626/  10000 (96.26%), best:    9690/10000 (96.90%), error:      1160.44971, best error:      1012.65106 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 121.2868652344s, input_fired_time: 1.3436807394, output_fired_time: 1.3865437508, propagate_forward_time: 46.8987464905, propagate_backward_time: 68.6294326782, weight_update_time: 0.1768241823, other_time: 3.0284652710
epoch time: 10.0692615509s, input_fired_time: 0.1685020626, output_fired_time: 0.0000000000, propagate_forward_time: 9.3511896133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495700836
validation[          , genome  5204] predictions:    9673/  10000 (96.73%), best:    9690/10000 (96.90%), error:      1053.76746, best error:      1012.65106 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 120.5167541504s, input_fired_time: 1.3370814323, output_fired_time: 1.3663302660, propagate_forward_time: 46.4926528931, propagate_backward_time: 68.3017044067, weight_update_time: 0.1709287465, other_time: 3.0189819336
epoch time: 10.1834812164s, input_fired_time: 0.1673588753, output_fired_time: 0.0000000000, propagate_forward_time: 9.4766683578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394544601
validation[          , genome  5204] predictions:    9684/  10000 (96.84%), best:    9690/10000 (96.90%), error:      1087.19177, best error:      1012.65106 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.6147766113s, input_fired_time: 1.3532314301, output_fired_time: 1.3733422756, propagate_forward_time: 46.6035499573, propagate_backward_time: 68.2420425415, weight_update_time: 0.1732606441, other_time: 3.0426101685
epoch time: 10.1040458679s, input_fired_time: 0.1671504974, output_fired_time: 0.0000000000, propagate_forward_time: 9.3992099762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376853943
validation[          , genome  5204] predictions:    9646/  10000 (96.46%), best:    9690/10000 (96.90%), error:      1151.02966, best error:      1012.65106 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 122.1208648682s, input_fired_time: 1.3506468534, output_fired_time: 1.3869049549, propagate_forward_time: 47.3360099792, propagate_backward_time: 69.0167312622, weight_update_time: 0.1747376621, other_time: 3.0305709839
epoch time: 9.8580532074s, input_fired_time: 0.1676397175, output_fired_time: 0.0000000000, propagate_forward_time: 9.1424350739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479784012
validation[          , genome  5204] predictions:    9632/  10000 (96.32%), best:    9690/10000 (96.90%), error:      1164.01526, best error:      1012.65106 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 121.4685821533s, input_fired_time: 1.3511664867, output_fired_time: 1.3755437136, propagate_forward_time: 47.0720672607, propagate_backward_time: 68.6351776123, weight_update_time: 0.1728429943, other_time: 3.0346298218
epoch time: 10.0242881775s, input_fired_time: 0.1617966741, output_fired_time: 0.0000000000, propagate_forward_time: 9.3269271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355644226
validation[          , genome  5204] predictions:    9646/  10000 (96.46%), best:    9690/10000 (96.90%), error:      1099.45544, best error:      1012.65106 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 121.7402038574s, input_fired_time: 1.3472539186, output_fired_time: 1.3886263371, propagate_forward_time: 47.0775985718, propagate_backward_time: 68.8986434937, weight_update_time: 0.1747875363, other_time: 3.0280838013
epoch time: 10.1764593124s, input_fired_time: 0.1666745991, output_fired_time: 0.0000000000, propagate_forward_time: 9.4711866379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385980606
validation[          , genome  5204] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1002.11969, best error:      1002.11969 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 121.2282791138s, input_fired_time: 1.3503196239, output_fired_time: 1.3913860321, propagate_forward_time: 46.7350997925, propagate_backward_time: 68.7004394531, weight_update_time: 0.1731465459, other_time: 3.0510330200
epoch time: 9.9289054871s, input_fired_time: 0.1676130146, output_fired_time: 0.0000000000, propagate_forward_time: 9.2172183990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440740585
validation[          , genome  5204] predictions:    9675/  10000 (96.75%), best:    9694/10000 (96.94%), error:      1092.98376, best error:      1002.11969 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.1725158691s, input_fired_time: 1.3412101269, output_fired_time: 1.3753045797, propagate_forward_time: 46.9272232056, propagate_backward_time: 68.5111389160, weight_update_time: 0.1742835194, other_time: 3.0176391602
epoch time: 9.8358030319s, input_fired_time: 0.1616266817, output_fired_time: 0.0000000000, propagate_forward_time: 9.1351404190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390357971
validation[          , genome  5204] predictions:    9651/  10000 (96.51%), best:    9694/10000 (96.94%), error:      1089.47107, best error:      1002.11969 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.1264038086s, input_fired_time: 1.3553185463, output_fired_time: 1.3882665634, propagate_forward_time: 47.2781639099, propagate_backward_time: 69.0764541626, weight_update_time: 0.1741794199, other_time: 3.0282058716
epoch time: 10.1027050018s, input_fired_time: 0.1690723300, output_fired_time: 0.0000000000, propagate_forward_time: 9.3825588226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510740280
validation[          , genome  5204] predictions:    9682/  10000 (96.82%), best:    9694/10000 (96.94%), error:      1095.11121, best error:      1002.11969 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 121.7183532715s, input_fired_time: 1.3577961922, output_fired_time: 1.3865767717, propagate_forward_time: 47.2055625916, propagate_backward_time: 68.7200241089, weight_update_time: 0.1723640710, other_time: 3.0483932495
epoch time: 10.0589342117s, input_fired_time: 0.1681134403, output_fired_time: 0.0000000000, propagate_forward_time: 9.3336048126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572156906
validation[          , genome  5204] predictions:    9660/  10000 (96.60%), best:    9694/10000 (96.94%), error:      1146.40381, best error:      1002.11969 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 121.5445709229s, input_fired_time: 1.3517410755, output_fired_time: 1.3875325918, propagate_forward_time: 46.9181289673, propagate_backward_time: 68.8424224854, weight_update_time: 0.1749405265, other_time: 3.0447463989
epoch time: 10.2786474228s, input_fired_time: 0.1670663506, output_fired_time: 0.0000000000, propagate_forward_time: 9.5685596466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430212021
validation[          , genome  5204] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       976.22308, best error:       976.22308 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 120.2764739990s, input_fired_time: 1.3389912844, output_fired_time: 1.3611631393, propagate_forward_time: 46.6226730347, propagate_backward_time: 67.9421234131, weight_update_time: 0.1704041809, other_time: 3.0115280151
epoch time: 9.6222257614s, input_fired_time: 0.1620438248, output_fired_time: 0.0000000000, propagate_forward_time: 8.9146690369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455131531
validation[          , genome  5204] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1241.65942, best error:       976.22308 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.3082351685s, input_fired_time: 1.3551172018, output_fired_time: 1.3711240292, propagate_forward_time: 47.0204353333, propagate_backward_time: 68.5299835205, weight_update_time: 0.1751108021, other_time: 3.0315704346
epoch time: 10.0308761597s, input_fired_time: 0.1675573885, output_fired_time: 0.0000000000, propagate_forward_time: 9.3324880600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308303833
validation[          , genome  5204] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       954.57275, best error:       954.57275 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.8030929565s, input_fired_time: 1.3390563726, output_fired_time: 1.3656650782, propagate_forward_time: 46.1872444153, propagate_backward_time: 67.9137649536, weight_update_time: 0.1705257446, other_time: 2.9973678589
epoch time: 10.1419973373s, input_fired_time: 0.1693665683, output_fired_time: 0.0000000000, propagate_forward_time: 9.4334058762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392246246
validation[          , genome  5204] predictions:    9689/  10000 (96.89%), best:    9696/10000 (96.96%), error:      1115.83496, best error:       954.57275 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 121.4737167358s, input_fired_time: 1.3437486887, output_fired_time: 1.3865274191, propagate_forward_time: 46.9801826477, propagate_backward_time: 68.7379074097, weight_update_time: 0.1752340794, other_time: 3.0253524780
epoch time: 10.0401020050s, input_fired_time: 0.1684263796, output_fired_time: 0.0000000000, propagate_forward_time: 9.3164939880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551815033
validation[          , genome  5204] predictions:    9621/  10000 (96.21%), best:    9696/10000 (96.96%), error:      1260.18713, best error:       954.57275 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 121.7276763916s, input_fired_time: 1.3684970140, output_fired_time: 1.3902498484, propagate_forward_time: 47.1051521301, propagate_backward_time: 68.8130569458, weight_update_time: 0.1757287383, other_time: 3.0507125854
epoch time: 10.3008899689s, input_fired_time: 0.1688439697, output_fired_time: 0.0000000000, propagate_forward_time: 9.5862550735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457906723
validation[          , genome  5204] predictions:    9681/  10000 (96.81%), best:    9696/10000 (96.96%), error:      1035.25610, best error:       954.57275 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 121.3306884766s, input_fired_time: 1.3495920897, output_fired_time: 1.3802682161, propagate_forward_time: 46.7945747375, propagate_backward_time: 68.7634658813, weight_update_time: 0.1724191457, other_time: 3.0427780151
epoch time: 10.2017631531s, input_fired_time: 0.1699547023, output_fired_time: 0.0000000000, propagate_forward_time: 9.4790039063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528049469
validation[          , genome  5204] predictions:    9560/  10000 (95.60%), best:    9696/10000 (96.96%), error:      1394.07544, best error:       954.57275 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 121.5458831787s, input_fired_time: 1.3464066982, output_fired_time: 1.3937710524, propagate_forward_time: 47.0228118896, propagate_backward_time: 68.7457656860, weight_update_time: 0.1733358949, other_time: 3.0371322632
epoch time: 10.0317430496s, input_fired_time: 0.1680292934, output_fired_time: 0.0000000000, propagate_forward_time: 9.3099136353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538005829
validation[          , genome  5204] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       951.39197, best error:       951.39197 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 121.0961532593s, input_fired_time: 1.3485676050, output_fired_time: 1.3810598850, propagate_forward_time: 46.8698959351, propagate_backward_time: 68.4747314453, weight_update_time: 0.1701678336, other_time: 3.0219039917
epoch time: 10.0913543701s, input_fired_time: 0.1674478501, output_fired_time: 0.0000000000, propagate_forward_time: 9.3785867691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453195572
validation[          , genome  5204] predictions:    9651/  10000 (96.51%), best:    9712/10000 (97.12%), error:      1114.57910, best error:       951.39197 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 121.9732284546s, input_fired_time: 1.3766311407, output_fired_time: 1.3876256943, propagate_forward_time: 47.4436492920, propagate_backward_time: 68.7183074951, weight_update_time: 0.1754638106, other_time: 3.0470123291
epoch time: 10.1468334198s, input_fired_time: 0.1675249189, output_fired_time: 0.0000000000, propagate_forward_time: 9.4311437607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481643677
validation[          , genome  5204] predictions:    9675/  10000 (96.75%), best:    9712/10000 (97.12%), error:      1112.18481, best error:       951.39197 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 121.4553146362s, input_fired_time: 1.3579126596, output_fired_time: 1.3826440573, propagate_forward_time: 47.0680656433, propagate_backward_time: 68.6360855103, weight_update_time: 0.1722677201, other_time: 3.0106124878
epoch time: 10.0939922333s, input_fired_time: 0.1700130552, output_fired_time: 0.0000000000, propagate_forward_time: 9.3724832535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514955521
validation[          , genome  5204] predictions:    9620/  10000 (96.20%), best:    9712/10000 (97.12%), error:      1198.96069, best error:       951.39197 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.9201660156s, input_fired_time: 1.3612560034, output_fired_time: 1.3983747959, propagate_forward_time: 47.1153488159, propagate_backward_time: 69.0140228271, weight_update_time: 0.1729884893, other_time: 3.0311584473
epoch time: 10.2884788513s, input_fired_time: 0.1713796556, output_fired_time: 0.0000000000, propagate_forward_time: 9.5674571991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496416092
validation[          , genome  5204] predictions:    9638/  10000 (96.38%), best:    9712/10000 (97.12%), error:      1169.43921, best error:       951.39197 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 121.7493820190s, input_fired_time: 1.3621118069, output_fired_time: 1.3905692101, propagate_forward_time: 47.0358581543, propagate_backward_time: 68.9355392456, weight_update_time: 0.1739234328, other_time: 3.0252990723
epoch time: 10.2819404602s, input_fired_time: 0.1717736572, output_fired_time: 0.0000000000, propagate_forward_time: 9.5553455353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548210144
validation[          , genome  5204] predictions:    9667/  10000 (96.67%), best:    9712/10000 (97.12%), error:      1101.86853, best error:       951.39197 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 121.2244644165s, input_fired_time: 1.3584742546, output_fired_time: 1.3858293295, propagate_forward_time: 46.8245162964, propagate_backward_time: 68.6190338135, weight_update_time: 0.1731095910, other_time: 3.0366134644
epoch time: 10.3174924850s, input_fired_time: 0.1716504097, output_fired_time: 0.0000000000, propagate_forward_time: 9.5888624191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569791794
validation[          , genome  5204] predictions:    9688/  10000 (96.88%), best:    9712/10000 (97.12%), error:      1012.42456, best error:       951.39197 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 120.9178009033s, input_fired_time: 1.3543677330, output_fired_time: 1.3779864311, propagate_forward_time: 46.7862777710, propagate_backward_time: 68.3667831421, weight_update_time: 0.1742926538, other_time: 3.0323867798
epoch time: 10.1119375229s, input_fired_time: 0.1642835438, output_fired_time: 0.0000000000, propagate_forward_time: 9.4058294296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418243408
validation[          , genome  5204] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:       965.23529, best error:       951.39197 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.7756881714s, input_fired_time: 1.3651869297, output_fired_time: 1.3910731077, propagate_forward_time: 47.1230697632, propagate_backward_time: 68.8615798950, weight_update_time: 0.1730490923, other_time: 3.0347747803
epoch time: 10.2393121719s, input_fired_time: 0.1676611155, output_fired_time: 0.0000000000, propagate_forward_time: 9.5343704224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372810364
validation[          , genome  5204] predictions:    9707/  10000 (97.07%), best:    9712/10000 (97.12%), error:       982.72314, best error:       951.39197 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 119.1018676758s, input_fired_time: 1.3440977335, output_fired_time: 1.3699723482, propagate_forward_time: 45.9356536865, propagate_backward_time: 67.4540405273, weight_update_time: 0.1701633036, other_time: 2.9981002808
epoch time: 10.0252904892s, input_fired_time: 0.1675115824, output_fired_time: 0.0000000000, propagate_forward_time: 9.3136367798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441417694
validation[          , genome  5204] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       936.88989, best error:       936.88989 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 120.9941635132s, input_fired_time: 1.3538843393, output_fired_time: 1.3722580671, propagate_forward_time: 46.9112663269, propagate_backward_time: 68.3161621094, weight_update_time: 0.1727561355, other_time: 3.0405883789
epoch time: 10.0590295792s, input_fired_time: 0.1680493653, output_fired_time: 0.0000000000, propagate_forward_time: 9.3419618607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490179062
validation[          , genome  5204] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       933.02899, best error:       933.02899 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.5863876343s, input_fired_time: 1.3540793657, output_fired_time: 1.3882312775, propagate_forward_time: 47.0645980835, propagate_backward_time: 68.7452468872, weight_update_time: 0.1734141856, other_time: 3.0342330933
epoch time: 10.0973987579s, input_fired_time: 0.1696212441, output_fired_time: 0.0000000000, propagate_forward_time: 9.3820018768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457754135
validation[          , genome  5204] predictions:    9684/  10000 (96.84%), best:    9717/10000 (97.17%), error:      1038.47400, best error:       933.02899 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 120.4818954468s, input_fired_time: 1.3500512838, output_fired_time: 1.3689210415, propagate_forward_time: 46.6646080017, propagate_backward_time: 68.0931930542, weight_update_time: 0.1732858419, other_time: 3.0051193237
epoch time: 9.9384689331s, input_fired_time: 0.1669676006, output_fired_time: 0.0000000000, propagate_forward_time: 9.2281837463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433177948
validation[          , genome  5204] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       899.23749, best error:       899.23749 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 119.3390579224s, input_fired_time: 1.3430496454, output_fired_time: 1.3523464203, propagate_forward_time: 46.0219268799, propagate_backward_time: 67.6250152588, weight_update_time: 0.1690584123, other_time: 2.9967193604
epoch time: 10.2300214767s, input_fired_time: 0.1721832901, output_fired_time: 0.0000000000, propagate_forward_time: 9.5045671463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532712936
validation[          , genome  5204] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       944.32825, best error:       899.23749 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 120.8937911987s, input_fired_time: 1.3604216576, output_fired_time: 1.3864157200, propagate_forward_time: 46.6383628845, propagate_backward_time: 68.4855194092, weight_update_time: 0.1728763729, other_time: 3.0230712891
epoch time: 10.0057935715s, input_fired_time: 0.1687336117, output_fired_time: 0.0000000000, propagate_forward_time: 9.2990055084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380544662
validation[          , genome  5204] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       864.33337, best error:       864.33337 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 121.1468200684s, input_fired_time: 1.3573889732, output_fired_time: 1.3777855635, propagate_forward_time: 46.9995002747, propagate_backward_time: 68.3991546631, weight_update_time: 0.1710391492, other_time: 3.0129852295
epoch time: 10.0128469467s, input_fired_time: 0.1680853963, output_fired_time: 0.0000000000, propagate_forward_time: 9.2903909683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543708801
validation[          , genome  5204] predictions:    9543/  10000 (95.43%), best:    9750/10000 (97.50%), error:      1523.96558, best error:       864.33337 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.3998107910s, input_fired_time: 1.3617154360, output_fired_time: 1.3814713955, propagate_forward_time: 46.9026184082, propagate_backward_time: 68.7345504761, weight_update_time: 0.1732066870, other_time: 3.0194549561
epoch time: 9.8556852341s, input_fired_time: 0.1674060673, output_fired_time: 0.0000000000, propagate_forward_time: 9.1514825821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367965698
validation[          , genome  5204] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:      1035.04675, best error:       864.33337 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.4473266602s, input_fired_time: 1.3583508730, output_fired_time: 1.3703885078, propagate_forward_time: 46.4506111145, propagate_backward_time: 68.2204895020, weight_update_time: 0.1734875888, other_time: 3.0474853516
epoch time: 10.3222169876s, input_fired_time: 0.1733639240, output_fired_time: 0.0000000000, propagate_forward_time: 9.5947065353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541467667
validation[          , genome  5204] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       915.94684, best error:       864.33337 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.3925704956s, input_fired_time: 1.3531684875, output_fired_time: 1.3766276836, propagate_forward_time: 46.4934463501, propagate_backward_time: 68.1531753540, weight_update_time: 0.1736086607, other_time: 3.0161514282
epoch time: 10.1292695999s, input_fired_time: 0.1682269275, output_fired_time: 0.0000000000, propagate_forward_time: 9.4142570496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467853546
validation[          , genome  5204] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       939.62158, best error:       864.33337 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 120.8033218384s, input_fired_time: 1.3554563522, output_fired_time: 1.3810718060, propagate_forward_time: 46.7558517456, propagate_backward_time: 68.2922668457, weight_update_time: 0.1724000126, other_time: 3.0186767578
epoch time: 10.2451047897s, input_fired_time: 0.1712809056, output_fired_time: 0.0000000000, propagate_forward_time: 9.5256958008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481281281
validation[          , genome  5204] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1012.94397, best error:       864.33337 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 120.7629776001s, input_fired_time: 1.3562678099, output_fired_time: 1.3541761637, propagate_forward_time: 46.7156066895, propagate_backward_time: 68.3223953247, weight_update_time: 0.1730981320, other_time: 3.0145263672
epoch time: 9.6833944321s, input_fired_time: 0.1653448045, output_fired_time: 0.0000000000, propagate_forward_time: 8.9787206650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393285751
validation[          , genome  5204] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:       990.61932, best error:       864.33337 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 121.8121719360s, input_fired_time: 1.3687207699, output_fired_time: 1.3864893913, propagate_forward_time: 47.2104263306, propagate_backward_time: 68.7904663086, weight_update_time: 0.1759922206, other_time: 3.0560684204
epoch time: 10.1910276413s, input_fired_time: 0.1716805995, output_fired_time: 0.0000000000, propagate_forward_time: 9.4701547623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491924286
validation[          , genome  5204] predictions:    9700/  10000 (97.00%), best:    9750/10000 (97.50%), error:      1029.09460, best error:       864.33337 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.0438613892s, input_fired_time: 1.3700124025, output_fired_time: 1.3858643770, propagate_forward_time: 47.2899246216, propagate_backward_time: 68.9690551758, weight_update_time: 0.1717790216, other_time: 3.0290069580
epoch time: 9.9132652283s, input_fired_time: 0.1697948575, output_fired_time: 0.0000000000, propagate_forward_time: 9.1979942322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454759598
validation[          , genome  5204] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:      1007.35632, best error:       864.33337 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.2612228394s, input_fired_time: 1.3420208693, output_fired_time: 1.3584389687, propagate_forward_time: 46.2009124756, propagate_backward_time: 67.3861312866, weight_update_time: 0.1709802300, other_time: 2.9737243652
epoch time: 9.4287414551s, input_fired_time: 0.1602359563, output_fired_time: 0.0000000000, propagate_forward_time: 8.7493848801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191202164
validation[          , genome  5204] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       930.04382, best error:       864.33337 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 121.3685684204s, input_fired_time: 1.3632019758, output_fired_time: 1.3841555119, propagate_forward_time: 46.9841537476, propagate_backward_time: 68.6088714600, weight_update_time: 0.1751172990, other_time: 3.0281829834
epoch time: 9.8015937805s, input_fired_time: 0.1659837067, output_fired_time: 0.0000000000, propagate_forward_time: 9.1000795364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355300903
validation[          , genome  5204] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       886.50488, best error:       864.33337 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 121.6924514771s, input_fired_time: 1.3646720648, output_fired_time: 1.3850055933, propagate_forward_time: 46.9827842712, propagate_backward_time: 68.9439926147, weight_update_time: 0.1726158857, other_time: 3.0159988403
epoch time: 9.4977474213s, input_fired_time: 0.1658109874, output_fired_time: 0.0000000000, propagate_forward_time: 8.7919063568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400304794
validation[          , genome  5204] predictions:    9673/  10000 (96.73%), best:    9750/10000 (97.50%), error:      1044.12952, best error:       864.33337 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.9097518921s, input_fired_time: 1.3627046347, output_fired_time: 1.3691308498, propagate_forward_time: 46.6501846313, propagate_backward_time: 68.4759292603, weight_update_time: 0.1747492403, other_time: 3.0518035889
epoch time: 10.1958932877s, input_fired_time: 0.1707631350, output_fired_time: 0.0000000000, propagate_forward_time: 9.4756193161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495109558
validation[          , genome  5204] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       899.30487, best error:       864.33337 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 121.7662658691s, input_fired_time: 1.3714239597, output_fired_time: 1.3858329058, propagate_forward_time: 47.1622123718, propagate_backward_time: 68.8114852905, weight_update_time: 0.1741290838, other_time: 3.0353164673
epoch time: 10.0949182510s, input_fired_time: 0.1701265275, output_fired_time: 0.0000000000, propagate_forward_time: 9.3887567520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360345840
validation[          , genome  5204] predictions:    9684/  10000 (96.84%), best:    9750/10000 (97.50%), error:      1070.38696, best error:       864.33337 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.6929244995s, input_fired_time: 1.3726799488, output_fired_time: 1.3847730160, propagate_forward_time: 46.9916687012, propagate_backward_time: 68.9087219238, weight_update_time: 0.1733966917, other_time: 3.0350799561
epoch time: 9.7373380661s, input_fired_time: 0.1647282690, output_fired_time: 0.0000000000, propagate_forward_time: 9.0429773331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296325684
validation[          , genome  5204] predictions:    9742/  10000 (97.42%), best:    9750/10000 (97.50%), error:       913.66638, best error:       864.33337 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.4706420898s, input_fired_time: 1.3423049450, output_fired_time: 1.3565785885, propagate_forward_time: 46.0067176819, propagate_backward_time: 67.7711944580, weight_update_time: 0.1696527898, other_time: 2.9938507080
epoch time: 10.0818586349s, input_fired_time: 0.1729066819, output_fired_time: 0.0000000000, propagate_forward_time: 9.3569078445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520439148
validation[          , genome  5204] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       909.43610, best error:       864.33337 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.1765823364s, input_fired_time: 1.3716273308, output_fired_time: 1.3847786188, propagate_forward_time: 47.0552711487, propagate_backward_time: 68.3279571533, weight_update_time: 0.1719419062, other_time: 3.0369415283
epoch time: 10.2195158005s, input_fired_time: 0.1704528779, output_fired_time: 0.0000000000, propagate_forward_time: 9.5080537796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410089493
validation[          , genome  5204] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       881.77826, best error:       864.33337 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.7605743408s, input_fired_time: 1.3539807796, output_fired_time: 1.3552218676, propagate_forward_time: 46.2906417847, propagate_backward_time: 67.7734298706, weight_update_time: 0.1721458584, other_time: 2.9872970581
epoch time: 10.0471096039s, input_fired_time: 0.1700904965, output_fired_time: 0.0000000000, propagate_forward_time: 9.3314018250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456171036
validation[          , genome  5204] predictions:    9685/  10000 (96.85%), best:    9750/10000 (97.50%), error:      1016.12646, best error:       864.33337 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.7545394897s, input_fired_time: 1.3666713238, output_fired_time: 1.3750696182, propagate_forward_time: 46.6520423889, propagate_backward_time: 68.3200759888, weight_update_time: 0.1721711606, other_time: 3.0406875610
epoch time: 10.0932397842s, input_fired_time: 0.1720973849, output_fired_time: 0.0000000000, propagate_forward_time: 9.3615798950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595626831
validation[          , genome  5204] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1016.61255, best error:       864.33337 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.4416427612s, input_fired_time: 1.3649085760, output_fired_time: 1.3810129166, propagate_forward_time: 46.7900543213, propagate_backward_time: 68.8741531372, weight_update_time: 0.1719249636, other_time: 3.0315170288
epoch time: 9.8295688629s, input_fired_time: 0.1701808572, output_fired_time: 0.0000000000, propagate_forward_time: 9.1207742691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386133194
validation[          , genome  5204] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:      1014.31561, best error:       864.33337 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 118.8010559082s, input_fired_time: 1.3522095680, output_fired_time: 1.3549015522, propagate_forward_time: 45.8529243469, propagate_backward_time: 67.2611923218, weight_update_time: 0.1677763313, other_time: 2.9798202515
epoch time: 10.0742597580s, input_fired_time: 0.1678752750, output_fired_time: 0.0000000000, propagate_forward_time: 9.3644266129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419578552
validation[          , genome  5204] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       935.55981, best error:       864.33337 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.9516067505s, input_fired_time: 1.3747241497, output_fired_time: 1.3870396614, propagate_forward_time: 47.3031997681, propagate_backward_time: 68.8377227783, weight_update_time: 0.1735869199, other_time: 3.0489196777
epoch time: 10.3720083237s, input_fired_time: 0.1722469181, output_fired_time: 0.0000000000, propagate_forward_time: 9.6503047943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494565964
validation[          , genome  5204] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       887.38611, best error:       864.33337 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.7768173218s, input_fired_time: 1.3646622896, output_fired_time: 1.3750380278, propagate_forward_time: 46.8158721924, propagate_backward_time: 68.1660308838, weight_update_time: 0.1759836972, other_time: 3.0552139282
epoch time: 10.1568250656s, input_fired_time: 0.1727566719, output_fired_time: 0.0000000000, propagate_forward_time: 9.4407386780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433292389
validation[          , genome  5204] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       970.46027, best error:       864.33337 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.8908920288s, input_fired_time: 1.3658233881, output_fired_time: 1.3764151335, propagate_forward_time: 46.7982902527, propagate_backward_time: 68.3488006592, weight_update_time: 0.1715778112, other_time: 3.0015716553
epoch time: 9.9375963211s, input_fired_time: 0.1707333624, output_fired_time: 0.0000000000, propagate_forward_time: 9.2124624252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544004440
validation[          , genome  5204] predictions:    9692/  10000 (96.92%), best:    9750/10000 (97.50%), error:      1005.01971, best error:       864.33337 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.8193511963s, input_fired_time: 1.3638025522, output_fired_time: 1.3716833591, propagate_forward_time: 46.7011184692, propagate_backward_time: 68.3740692139, weight_update_time: 0.1711566299, other_time: 3.0086822510
epoch time: 10.2126054764s, input_fired_time: 0.1762361676, output_fired_time: 0.0000000000, propagate_forward_time: 9.4681081772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682611465
validation[          , genome  5204] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       885.66718, best error:       864.33337 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.7673110962s, input_fired_time: 1.3824114799, output_fired_time: 1.3829329014, propagate_forward_time: 47.1386909485, propagate_backward_time: 68.7980728149, weight_update_time: 0.1762312800, other_time: 3.0652084351
epoch time: 9.5434055328s, input_fired_time: 0.1639278531, output_fired_time: 0.0000000000, propagate_forward_time: 8.8409061432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385713577
validation[          , genome  5204] predictions:    9672/  10000 (96.72%), best:    9750/10000 (97.50%), error:      1070.56934, best error:       864.33337 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.5781402588s, input_fired_time: 1.3678655624, output_fired_time: 1.3951135874, propagate_forward_time: 46.9992294312, propagate_backward_time: 68.8011779785, weight_update_time: 0.1722094864, other_time: 3.0147552490
epoch time: 10.0901918411s, input_fired_time: 0.1706665754, output_fired_time: 0.0000000000, propagate_forward_time: 9.3788471222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406780243
validation[          , genome  5204] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       975.63300, best error:       864.33337 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 121.1372146606s, input_fired_time: 1.3603869677, output_fired_time: 1.3844131231, propagate_forward_time: 46.8779945374, propagate_backward_time: 68.4745483398, weight_update_time: 0.1732507050, other_time: 3.0398712158
epoch time: 9.9562244415s, input_fired_time: 0.1712185889, output_fired_time: 0.0000000000, propagate_forward_time: 9.2407178879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442876816
validation[          , genome  5204] predictions:    9717/  10000 (97.17%), best:    9750/10000 (97.50%), error:       954.17181, best error:       864.33337 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 121.3110427856s, input_fired_time: 1.3787696362, output_fired_time: 1.3869764805, propagate_forward_time: 46.8502807617, propagate_backward_time: 68.6416702271, weight_update_time: 0.1744086891, other_time: 3.0533447266
epoch time: 9.8885707855s, input_fired_time: 0.1684393287, output_fired_time: 0.0000000000, propagate_forward_time: 9.1833028793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368289948
validation[          , genome  5204] predictions:    9564/  10000 (95.64%), best:    9750/10000 (97.50%), error:      1368.68994, best error:       864.33337 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.1841049194s, input_fired_time: 1.3713918924, output_fired_time: 1.3704110384, propagate_forward_time: 46.9736518860, propagate_backward_time: 68.4406509399, weight_update_time: 0.1734742671, other_time: 3.0279922485
epoch time: 10.2908878326s, input_fired_time: 0.1761881262, output_fired_time: 0.0000000000, propagate_forward_time: 9.5525245667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621747971
validation[          , genome  5204] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       944.98676, best error:       864.33337 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 120.8570785522s, input_fired_time: 1.3697224855, output_fired_time: 1.3855235577, propagate_forward_time: 46.7576179504, propagate_backward_time: 68.3364334106, weight_update_time: 0.1728277951, other_time: 3.0077896118
epoch time: 9.6996603012s, input_fired_time: 0.1688127965, output_fired_time: 0.0000000000, propagate_forward_time: 8.9842672348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465803146
validation[          , genome  5204] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       956.76630, best error:       864.33337 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 120.9772796631s, input_fired_time: 1.3768678904, output_fired_time: 1.3785828352, propagate_forward_time: 46.8191108704, propagate_backward_time: 68.3565826416, weight_update_time: 0.1716593206, other_time: 3.0461273193
epoch time: 10.0718774796s, input_fired_time: 0.1695041656, output_fired_time: 0.0000000000, propagate_forward_time: 9.3594045639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429687500
validation[          , genome  5204] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       969.30994, best error:       864.33337 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.4644088745s, input_fired_time: 1.3694958687, output_fired_time: 1.3815003633, propagate_forward_time: 46.9835205078, propagate_backward_time: 68.7012786865, weight_update_time: 0.1745546907, other_time: 3.0286102295
epoch time: 10.4060354233s, input_fired_time: 0.1755470783, output_fired_time: 0.0000000000, propagate_forward_time: 9.6745824814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559062958
validation[          , genome  5204] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       875.87225, best error:       864.33337 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.2863082886s, input_fired_time: 1.3663827181, output_fired_time: 1.3765724897, propagate_forward_time: 46.9573974609, propagate_backward_time: 68.5465698242, weight_update_time: 0.1760126650, other_time: 3.0393829346
epoch time: 9.7136764526s, input_fired_time: 0.1686685085, output_fired_time: 0.0000000000, propagate_forward_time: 9.0126628876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323448181
validation[          , genome  5204] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:      1038.24695, best error:       864.33337 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.7993316650s, input_fired_time: 1.3817007542, output_fired_time: 1.3912009001, propagate_forward_time: 47.1133041382, propagate_backward_time: 68.8516998291, weight_update_time: 0.1739924699, other_time: 3.0614318848
epoch time: 9.5277242661s, input_fired_time: 0.1656150818, output_fired_time: 0.0000000000, propagate_forward_time: 8.8330249786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290842056
validation[          , genome  5204] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1037.71143, best error:       864.33337 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.7138748169s, input_fired_time: 1.3782887459, output_fired_time: 1.3865653276, propagate_forward_time: 46.9321365356, propagate_backward_time: 68.9654006958, weight_update_time: 0.1737633795, other_time: 3.0514831543
epoch time: 10.0749473572s, input_fired_time: 0.1740134358, output_fired_time: 0.0000000000, propagate_forward_time: 9.3551826477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457515717
validation[          , genome  5204] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       910.47040, best error:       864.33337 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.3873367310s, input_fired_time: 1.3802759647, output_fired_time: 1.3814082146, propagate_forward_time: 46.9733543396, propagate_backward_time: 68.6356964111, weight_update_time: 0.1730882376, other_time: 3.0166015625
epoch time: 10.2849483490s, input_fired_time: 0.1736217141, output_fired_time: 0.0000000000, propagate_forward_time: 9.5669813156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443449020
validation[          , genome  5204] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       970.34863, best error:       864.33337 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 121.2054367065s, input_fired_time: 1.3719433546, output_fired_time: 1.3784503937, propagate_forward_time: 46.8579139709, propagate_backward_time: 68.5473175049, weight_update_time: 0.1721427590, other_time: 3.0498199463
epoch time: 10.0479421616s, input_fired_time: 0.1703069210, output_fired_time: 0.0000000000, propagate_forward_time: 9.3414430618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361919403
validation[          , genome  5204] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       955.68640, best error:       864.33337 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.6959075928s, input_fired_time: 1.3722959757, output_fired_time: 1.3793910742, propagate_forward_time: 46.6571731567, propagate_backward_time: 68.2637710571, weight_update_time: 0.1721831262, other_time: 3.0232696533
epoch time: 9.9115562439s, input_fired_time: 0.1677537560, output_fired_time: 0.0000000000, propagate_forward_time: 9.1963500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474519730
validation[          , genome  5204] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       939.68573, best error:       864.33337 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 120.5404739380s, input_fired_time: 1.3647561073, output_fired_time: 1.3686217070, propagate_forward_time: 46.6515007019, propagate_backward_time: 68.1265487671, weight_update_time: 0.1734333038, other_time: 3.0290451050
epoch time: 10.1104688644s, input_fired_time: 0.1706945598, output_fired_time: 0.0000000000, propagate_forward_time: 9.3982553482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415191650
validation[          , genome  5204] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1004.83008, best error:       864.33337 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.7619323730s, input_fired_time: 1.3882962465, output_fired_time: 1.3941751719, propagate_forward_time: 47.0226364136, propagate_backward_time: 68.9182662964, weight_update_time: 0.1742025167, other_time: 3.0385589600
epoch time: 10.0971794128s, input_fired_time: 0.1738571674, output_fired_time: 0.0000000000, propagate_forward_time: 9.3706445694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526781082
validation[          , genome  5204] predictions:    9683/  10000 (96.83%), best:    9750/10000 (97.50%), error:      1031.93347, best error:       864.33337 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.8926849365s, input_fired_time: 1.3720023632, output_fired_time: 1.3753013611, propagate_forward_time: 46.8197975159, propagate_backward_time: 68.3004760742, weight_update_time: 0.1735133827, other_time: 3.0251159668
epoch time: 9.9127769470s, input_fired_time: 0.1685656905, output_fired_time: 0.0000000000, propagate_forward_time: 9.2052583694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389528275
validation[          , genome  5204] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       913.56281, best error:       864.33337 on epoch:    59, 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: 50.2213592529s, input_fired_time: 0.8558466434, output_fired_time: 0.0000000000, propagate_forward_time: 46.5627555847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8027572632
best training[          , genome  5204] predictions:   49292/  50000 (98.58%), best:    9750/10000 (97.50%), error:      2593.68604, best error:       864.33337 on epoch:    59, 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: 10.3266181946s, input_fired_time: 0.1729106903, output_fired_time: 0.0000000000, propagate_forward_time: 9.6075363159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461711884
   testing[          , genome  5204] predictions:    9768/  10000 (97.68%), best:    9750/10000 (97.50%), error:       783.96051, best error:       864.33337 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:47:02 (6440): called boinc_finish(0)

</stderr_txt>
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