Nameexact_genome_1512568488_43_6985_0
Workunit2606251
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline17 Dec 2017, 8:20:53 UTC
Received8 Dec 2017, 14:42:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time4 hours 29 min 58 sec
CPU time4 hours 26 min 14 sec
Validate stateValid
Credit2,344.61
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.48 MB
Peak swap size152.29 MB
Peak disk usage1.16 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
085, weight_update_time: 0.2058024555, other_time: 3.7826080322
epoch time: 12.8238182068s, input_fired_time: 0.1679151356, output_fired_time: 0.0000000000, propagate_forward_time: 12.0005970001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6553058624
validation[          , genome  6985] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       975.40765, best error:       975.40765 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 147.4553833008s, input_fired_time: 1.4809491634, output_fired_time: 1.1141556501, propagate_forward_time: 59.2710685730, propagate_backward_time: 81.8728179932, weight_update_time: 0.2042782307, other_time: 3.7164001465
epoch time: 12.4834899902s, input_fired_time: 0.1691289842, output_fired_time: 0.0000000000, propagate_forward_time: 11.6639223099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504383087
validation[          , genome  6985] predictions:    9671/  10000 (96.71%), best:    9709/10000 (97.09%), error:      1067.02515, best error:       975.40765 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 146.9035797119s, input_fired_time: 1.5177723169, output_fired_time: 1.1158404350, propagate_forward_time: 59.0869178772, propagate_backward_time: 81.5172576904, weight_update_time: 0.2024663985, other_time: 3.6657867432
epoch time: 12.5148124695s, input_fired_time: 0.1667803228, output_fired_time: 0.0000000000, propagate_forward_time: 11.6861419678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6618900299
validation[          , genome  6985] predictions:    9672/  10000 (96.72%), best:    9709/10000 (97.09%), error:      1065.27502, best error:       975.40765 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 148.2833709717s, input_fired_time: 1.5596555471, output_fired_time: 1.1367739439, propagate_forward_time: 59.5671386719, propagate_backward_time: 82.3050918579, weight_update_time: 0.2016729265, other_time: 3.7146987915
epoch time: 12.6399431229s, input_fired_time: 0.1697235405, output_fired_time: 0.0000000000, propagate_forward_time: 11.8026695251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675500870
validation[          , genome  6985] predictions:    9685/  10000 (96.85%), best:    9709/10000 (97.09%), error:      1032.12585, best error:       975.40765 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 146.9594879150s, input_fired_time: 1.6668404341, output_fired_time: 1.1222749949, propagate_forward_time: 59.0040512085, propagate_backward_time: 81.4867553711, weight_update_time: 0.2023740113, other_time: 3.6795730591
epoch time: 12.4453678131s, input_fired_time: 0.1682813615, output_fired_time: 0.0000000000, propagate_forward_time: 11.6320915222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449947357
validation[          , genome  6985] predictions:    9658/  10000 (96.58%), best:    9709/10000 (97.09%), error:      1064.78088, best error:       975.40765 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.8341674805s, input_fired_time: 1.4849368334, output_fired_time: 1.1228005886, propagate_forward_time: 59.1069793701, propagate_backward_time: 81.4410324097, weight_update_time: 0.2021225542, other_time: 3.6784133911
epoch time: 12.6262187958s, input_fired_time: 0.1740751266, output_fired_time: 0.0000000000, propagate_forward_time: 11.7844934464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676502228
validation[          , genome  6985] predictions:    9672/  10000 (96.72%), best:    9709/10000 (97.09%), error:      1002.93878, best error:       975.40765 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 146.8191833496s, input_fired_time: 1.5004014969, output_fired_time: 1.1213549376, propagate_forward_time: 59.2941017151, propagate_backward_time: 81.2259368896, weight_update_time: 0.2029925138, other_time: 3.6773986816
epoch time: 12.5480804443s, input_fired_time: 0.1957681328, output_fired_time: 0.0000000000, propagate_forward_time: 11.7034215927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488904953
validation[          , genome  6985] predictions:    9698/  10000 (96.98%), best:    9709/10000 (97.09%), error:      1018.68616, best error:       975.40765 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 147.0448608398s, input_fired_time: 1.5296891928, output_fired_time: 1.1476103067, propagate_forward_time: 59.0294380188, propagate_backward_time: 81.6436691284, weight_update_time: 0.2040048391, other_time: 3.6944503784
epoch time: 12.5150070190s, input_fired_time: 0.1684912443, output_fired_time: 0.0000000000, propagate_forward_time: 11.6875457764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589698792
validation[          , genome  6985] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       963.02789, best error:       963.02789 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 146.6829376221s, input_fired_time: 1.5161695480, output_fired_time: 1.1187998056, propagate_forward_time: 59.1696395874, propagate_backward_time: 81.2057189941, weight_update_time: 0.2032288164, other_time: 3.6725997925
epoch time: 12.5234632492s, input_fired_time: 0.1697166562, output_fired_time: 0.0000000000, propagate_forward_time: 11.6938762665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6598701477
validation[          , genome  6985] predictions:    9650/  10000 (96.50%), best:    9718/10000 (97.18%), error:      1162.56372, best error:       963.02789 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 146.6120758057s, input_fired_time: 1.5040628910, output_fired_time: 1.1078999043, propagate_forward_time: 58.8340606689, propagate_backward_time: 81.4683837891, weight_update_time: 0.2024485916, other_time: 3.6976776123
epoch time: 12.5885963440s, input_fired_time: 0.1689581424, output_fired_time: 0.0000000000, propagate_forward_time: 11.7709150314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487236023
validation[          , genome  6985] predictions:    9668/  10000 (96.68%), best:    9718/10000 (97.18%), error:      1065.66895, best error:       963.02789 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 147.6502685547s, input_fired_time: 1.5748828650, output_fired_time: 1.1264411211, propagate_forward_time: 59.2787857056, propagate_backward_time: 81.9372634888, weight_update_time: 0.2035375834, other_time: 3.7328948975
epoch time: 12.5600538254s, input_fired_time: 0.1686508507, output_fired_time: 0.0000000000, propagate_forward_time: 11.7337598801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576433182
validation[          , genome  6985] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:       984.81787, best error:       963.02789 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.6721496582s, input_fired_time: 1.4919857979, output_fired_time: 1.1267172098, propagate_forward_time: 59.0069084167, propagate_backward_time: 81.2938919067, weight_update_time: 0.2029459924, other_time: 3.7526321411
epoch time: 12.4571189880s, input_fired_time: 0.1698682904, output_fired_time: 0.0000000000, propagate_forward_time: 11.6397771835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474733353
validation[          , genome  6985] predictions:    9675/  10000 (96.75%), best:    9718/10000 (97.18%), error:      1062.55396, best error:       963.02789 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.6030273438s, input_fired_time: 1.4952813387, output_fired_time: 1.1242882013, propagate_forward_time: 58.8939857483, propagate_backward_time: 81.3722991943, weight_update_time: 0.2039516717, other_time: 3.7171783447
epoch time: 12.5621843338s, input_fired_time: 0.1766684949, output_fired_time: 0.0000000000, propagate_forward_time: 11.7237234116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617927551
validation[          , genome  6985] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       951.25006, best error:       951.25006 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 146.9235382080s, input_fired_time: 1.5215048790, output_fired_time: 1.1332197189, propagate_forward_time: 59.3458023071, propagate_backward_time: 81.2488861084, weight_update_time: 0.2050856501, other_time: 3.6741256714
epoch time: 12.4866838455s, input_fired_time: 0.1702741534, output_fired_time: 0.0000000000, propagate_forward_time: 11.6495561600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668539047
validation[          , genome  6985] predictions:    9710/  10000 (97.10%), best:    9707/10000 (97.07%), error:       980.23755, best error:       951.25006 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.7330627441s, input_fired_time: 1.4887148142, output_fired_time: 1.1285880804, propagate_forward_time: 59.1634941101, propagate_backward_time: 81.2686691284, weight_update_time: 0.2213280946, other_time: 3.6836013794
epoch time: 12.6179275513s, input_fired_time: 0.1724367142, output_fired_time: 0.0000000000, propagate_forward_time: 11.7561550140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893358231
validation[          , genome  6985] predictions:    9684/  10000 (96.84%), best:    9707/10000 (97.07%), error:      1015.97504, best error:       951.25006 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 146.8746185303s, input_fired_time: 1.5115393400, output_fired_time: 1.1071609259, propagate_forward_time: 58.9594116211, propagate_backward_time: 81.6380996704, weight_update_time: 0.2011294663, other_time: 3.6584091187
epoch time: 12.7323455811s, input_fired_time: 0.1699656546, output_fired_time: 0.0000000000, propagate_forward_time: 11.9034461975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589336395
validation[          , genome  6985] predictions:    9704/  10000 (97.04%), best:    9707/10000 (97.07%), error:       967.79102, best error:       951.25006 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 147.0926971436s, input_fired_time: 1.4933472872, output_fired_time: 1.1272504330, propagate_forward_time: 58.9719390869, propagate_backward_time: 81.8156433105, weight_update_time: 0.2041179389, other_time: 3.6845245361
epoch time: 12.3676176071s, input_fired_time: 0.1692769527, output_fired_time: 0.0000000000, propagate_forward_time: 11.5507707596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475696564
validation[          , genome  6985] predictions:    9710/  10000 (97.10%), best:    9707/10000 (97.07%), error:       961.85938, best error:       951.25006 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 146.7913970947s, input_fired_time: 1.4843810797, output_fired_time: 1.1308585405, propagate_forward_time: 58.7621116638, propagate_backward_time: 81.7456130981, weight_update_time: 0.2016462386, other_time: 3.6684341431
epoch time: 12.5354337692s, input_fired_time: 0.1704334170, output_fired_time: 0.0000000000, propagate_forward_time: 11.7198858261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451148987
validation[          , genome  6985] predictions:    9714/  10000 (97.14%), best:    9707/10000 (97.07%), error:       960.15405, best error:       951.25006 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 146.5645751953s, input_fired_time: 1.4985957146, output_fired_time: 1.1370573044, propagate_forward_time: 58.7947425842, propagate_backward_time: 81.3722991943, weight_update_time: 0.2036573440, other_time: 3.7618865967
epoch time: 12.7253732681s, input_fired_time: 0.1710518003, output_fired_time: 0.0000000000, propagate_forward_time: 11.9101839066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6441373825
validation[          , genome  6985] predictions:    9692/  10000 (96.92%), best:    9707/10000 (97.07%), error:       988.56671, best error:       951.25006 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.5208282471s, input_fired_time: 1.5071951151, output_fired_time: 1.1260296106, propagate_forward_time: 58.6883964539, propagate_backward_time: 81.5189132690, weight_update_time: 0.2020785362, other_time: 3.6802902222
epoch time: 12.6673240662s, input_fired_time: 0.1792645454, output_fired_time: 0.0000000000, propagate_forward_time: 11.8379459381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501140594
validation[          , genome  6985] predictions:    9635/  10000 (96.35%), best:    9707/10000 (97.07%), error:      1240.39148, best error:       951.25006 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.2490081787s, input_fired_time: 1.4975496531, output_fired_time: 1.1648828983, propagate_forward_time: 59.2536888123, propagate_backward_time: 81.5677261353, weight_update_time: 0.2037884295, other_time: 3.7651596069
epoch time: 12.4765386581s, input_fired_time: 0.1712189317, output_fired_time: 0.0000000000, propagate_forward_time: 11.6389207840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663990021
validation[          , genome  6985] predictions:    9711/  10000 (97.11%), best:    9707/10000 (97.07%), error:      1013.84766, best error:       951.25006 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.7781219482s, input_fired_time: 1.5741592646, output_fired_time: 1.1186519861, propagate_forward_time: 59.0846519470, propagate_backward_time: 81.3073348999, weight_update_time: 0.2053219527, other_time: 3.6933212280
epoch time: 12.5518417358s, input_fired_time: 0.1700350791, output_fired_time: 0.0000000000, propagate_forward_time: 11.7349615097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468448639
validation[          , genome  6985] predictions:    9695/  10000 (96.95%), best:    9707/10000 (97.07%), error:      1067.73303, best error:       951.25006 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.3936004639s, input_fired_time: 1.5005371571, output_fired_time: 1.1064350605, propagate_forward_time: 58.8629531860, propagate_backward_time: 82.1746902466, weight_update_time: 0.2024798691, other_time: 3.7489929199
epoch time: 12.5530586243s, input_fired_time: 0.1723125428, output_fired_time: 0.0000000000, propagate_forward_time: 11.6956310272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851148605
validation[          , genome  6985] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1079.71057, best error:       951.25006 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.2284393311s, input_fired_time: 1.6041254997, output_fired_time: 1.1127409935, propagate_forward_time: 59.2321357727, propagate_backward_time: 81.6369934082, weight_update_time: 0.2036660314, other_time: 3.6424407959
epoch time: 12.4789381027s, input_fired_time: 0.1702509820, output_fired_time: 0.0000000000, propagate_forward_time: 11.6617918015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468954086
validation[          , genome  6985] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1082.13318, best error:       951.25006 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.9228057861s, input_fired_time: 1.4981896877, output_fired_time: 1.1349476576, propagate_forward_time: 59.1863632202, propagate_backward_time: 81.3818588257, weight_update_time: 0.2039795667, other_time: 3.7214508057
epoch time: 12.3756237030s, input_fired_time: 0.1729125232, output_fired_time: 0.0000000000, propagate_forward_time: 11.5536460876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490650177
validation[          , genome  6985] predictions:    9699/  10000 (96.99%), best:    9707/10000 (97.07%), error:      1032.25024, best error:       951.25006 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 146.7729034424s, input_fired_time: 1.5010100603, output_fired_time: 1.1176520586, propagate_forward_time: 59.1380996704, propagate_backward_time: 81.3016357422, weight_update_time: 0.2042420655, other_time: 3.7145156860
epoch time: 12.6148691177s, input_fired_time: 0.1709374636, output_fired_time: 0.0000000000, propagate_forward_time: 11.7828540802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610774994
validation[          , genome  6985] predictions:    9713/  10000 (97.13%), best:    9707/10000 (97.07%), error:       963.85516, best error:       951.25006 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 146.6943511963s, input_fired_time: 1.5577667952, output_fired_time: 1.1241307259, propagate_forward_time: 58.8902168274, propagate_backward_time: 81.4202423096, weight_update_time: 0.2027896941, other_time: 3.7019958496
epoch time: 12.4633760452s, input_fired_time: 0.1694235057, output_fired_time: 0.0000000000, propagate_forward_time: 11.6431026459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508502960
validation[          , genome  6985] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1063.94885, best error:       951.25006 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 147.1651916504s, input_fired_time: 1.5104119778, output_fired_time: 1.1167711020, propagate_forward_time: 58.9547500610, propagate_backward_time: 81.8800506592, weight_update_time: 0.2018612772, other_time: 3.7032089233
epoch time: 12.6190376282s, input_fired_time: 0.1741469949, output_fired_time: 0.0000000000, propagate_forward_time: 11.7812566757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636343002
validation[          , genome  6985] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       932.16864, best error:       932.16864 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 146.8443603516s, input_fired_time: 1.5037544966, output_fired_time: 1.1113420725, propagate_forward_time: 59.2858276367, propagate_backward_time: 81.2219467163, weight_update_time: 0.2024135143, other_time: 3.7214889526
epoch time: 12.4335470200s, input_fired_time: 0.1698311865, output_fired_time: 0.0000000000, propagate_forward_time: 11.6139621735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497535706
validation[          , genome  6985] predictions:    9686/  10000 (96.86%), best:    9702/10000 (97.02%), error:      1032.09119, best error:       932.16864 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.0490875244s, input_fired_time: 1.4994901419, output_fired_time: 1.1495304108, propagate_forward_time: 59.0909690857, propagate_backward_time: 81.6165237427, weight_update_time: 0.2052001506, other_time: 3.6925582886
epoch time: 12.4758596420s, input_fired_time: 0.1698202491, output_fired_time: 0.0000000000, propagate_forward_time: 11.6660566330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399831772
validation[          , genome  6985] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       917.37360, best error:       917.37360 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 147.0756072998s, input_fired_time: 1.5359301567, output_fired_time: 1.1612924337, propagate_forward_time: 59.1511764526, propagate_backward_time: 81.4873046875, weight_update_time: 0.2017131895, other_time: 3.7399063110
epoch time: 12.4272270203s, input_fired_time: 0.1690167636, output_fired_time: 0.0000000000, propagate_forward_time: 11.6159095764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6423006058
validation[          , genome  6985] predictions:    9727/  10000 (97.27%), best:    9709/10000 (97.09%), error:       924.26782, best error:       917.37360 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.9463348389s, input_fired_time: 1.4975183010, output_fired_time: 1.1057519913, propagate_forward_time: 59.0876159668, propagate_backward_time: 81.4751510620, weight_update_time: 0.2227532268, other_time: 3.7802963257
epoch time: 12.6347713470s, input_fired_time: 0.1738671213, output_fired_time: 0.0000000000, propagate_forward_time: 11.7863903046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745138168
validation[          , genome  6985] predictions:    9668/  10000 (96.68%), best:    9709/10000 (97.09%), error:      1102.86267, best error:       917.37360 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 146.9717559814s, input_fired_time: 1.5293051004, output_fired_time: 1.1170331240, propagate_forward_time: 59.1724777222, propagate_backward_time: 81.4818267822, weight_update_time: 0.2065823525, other_time: 3.6711044312
epoch time: 12.5191078186s, input_fired_time: 0.1759202182, output_fired_time: 0.0000000000, propagate_forward_time: 11.6820878983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610994339
validation[          , genome  6985] predictions:    9708/  10000 (97.08%), best:    9709/10000 (97.09%), error:       987.54089, best error:       917.37360 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 147.0839080811s, input_fired_time: 1.4964395761, output_fired_time: 1.1068935394, propagate_forward_time: 59.2028884888, propagate_backward_time: 81.5571060181, weight_update_time: 0.2055754662, other_time: 3.7205810547
epoch time: 12.5641536713s, input_fired_time: 0.1717371196, output_fired_time: 0.0000000000, propagate_forward_time: 11.7469730377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454439163
validation[          , genome  6985] predictions:    9726/  10000 (97.26%), best:    9709/10000 (97.09%), error:       951.82605, best error:       917.37360 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 146.8865814209s, input_fired_time: 1.5181910992, output_fired_time: 1.1217138767, propagate_forward_time: 59.1573944092, propagate_backward_time: 81.4405288696, weight_update_time: 0.2016518712, other_time: 3.6487503052
epoch time: 12.6091184616s, input_fired_time: 0.1720254868, output_fired_time: 0.0000000000, propagate_forward_time: 11.7800674438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570253372
validation[          , genome  6985] predictions:    9730/  10000 (97.30%), best:    9709/10000 (97.09%), error:       923.00531, best error:       917.37360 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 146.6832427979s, input_fired_time: 1.4969190359, output_fired_time: 1.1456655264, propagate_forward_time: 59.1069412231, propagate_backward_time: 81.2415771484, weight_update_time: 0.2112669349, other_time: 3.6921463013
epoch time: 12.6223936081s, input_fired_time: 0.1745105386, output_fired_time: 0.0000000000, propagate_forward_time: 11.7737655640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741170883
validation[          , genome  6985] predictions:    9710/  10000 (97.10%), best:    9709/10000 (97.09%), error:       951.60339, best error:       917.37360 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 146.9383850098s, input_fired_time: 1.5140321255, output_fired_time: 1.1122984886, propagate_forward_time: 59.1059074402, propagate_backward_time: 81.4828720093, weight_update_time: 0.2275552899, other_time: 3.7232589722
epoch time: 12.5860958099s, input_fired_time: 0.1727433056, output_fired_time: 0.0000000000, propagate_forward_time: 11.7623004913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510524750
validation[          , genome  6985] predictions:    9729/  10000 (97.29%), best:    9709/10000 (97.09%), error:       923.10931, best error:       917.37360 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 147.2758636475s, input_fired_time: 1.5057536364, output_fired_time: 1.1383070946, propagate_forward_time: 59.2949447632, propagate_backward_time: 81.6367111206, weight_update_time: 0.2036233395, other_time: 3.7001495361
epoch time: 12.5695028305s, input_fired_time: 0.1736714244, output_fired_time: 0.0000000000, propagate_forward_time: 11.7311973572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646337509
validation[          , genome  6985] predictions:    9719/  10000 (97.19%), best:    9709/10000 (97.09%), error:       948.03827, best error:       917.37360 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 147.1311340332s, input_fired_time: 1.5323133469, output_fired_time: 1.1189203262, propagate_forward_time: 58.9871063232, propagate_backward_time: 81.7113265991, weight_update_time: 0.2118899822, other_time: 3.7814559937
epoch time: 12.5187997818s, input_fired_time: 0.1767035723, output_fired_time: 0.0000000000, propagate_forward_time: 11.6926279068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494684219
validation[          , genome  6985] predictions:    9708/  10000 (97.08%), best:    9709/10000 (97.09%), error:       982.74658, best error:       917.37360 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.4157867432s, input_fired_time: 1.5935690403, output_fired_time: 1.1169706583, propagate_forward_time: 58.7267723083, propagate_backward_time: 81.2809829712, weight_update_time: 0.2036187053, other_time: 3.6974868774
epoch time: 12.5458192825s, input_fired_time: 0.1731350720, output_fired_time: 0.0000000000, propagate_forward_time: 11.7044992447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681852341
validation[          , genome  6985] predictions:    9692/  10000 (96.92%), best:    9709/10000 (97.09%), error:      1048.09509, best error:       917.37360 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.6799926758s, input_fired_time: 1.5279206038, output_fired_time: 1.1362299919, propagate_forward_time: 59.0062904358, propagate_backward_time: 81.2665176392, weight_update_time: 0.2280320972, other_time: 3.7430343628
epoch time: 12.6051921844s, input_fired_time: 0.1757862121, output_fired_time: 0.0000000000, propagate_forward_time: 11.7321357727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6972703934
validation[          , genome  6985] predictions:    9708/  10000 (97.08%), best:    9709/10000 (97.09%), error:       968.36780, best error:       917.37360 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 147.1361389160s, input_fired_time: 1.5218840837, output_fired_time: 1.1397844553, propagate_forward_time: 59.2536926270, propagate_backward_time: 81.5270767212, weight_update_time: 0.2029456049, other_time: 3.6937026978
epoch time: 12.4897089005s, input_fired_time: 0.1738774329, output_fired_time: 0.0000000000, propagate_forward_time: 11.6699771881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458539963
validation[          , genome  6985] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       889.72095, best error:       889.72095 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 147.0627899170s, input_fired_time: 1.5139875412, output_fired_time: 1.1161168814, propagate_forward_time: 59.5378112793, propagate_backward_time: 81.2177200317, weight_update_time: 0.2003858984, other_time: 3.6771469116
epoch time: 12.6354684830s, input_fired_time: 0.1722284853, output_fired_time: 0.0000000000, propagate_forward_time: 11.8100938797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531457901
validation[          , genome  6985] predictions:    9680/  10000 (96.80%), best:    9727/10000 (97.27%), error:      1057.85571, best error:       889.72095 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 146.3833770752s, input_fired_time: 1.5060631037, output_fired_time: 1.1053618193, propagate_forward_time: 58.7527427673, propagate_backward_time: 81.2981948853, weight_update_time: 0.2054319978, other_time: 3.7210159302
epoch time: 12.4831247330s, input_fired_time: 0.2037592232, output_fired_time: 0.0000000000, propagate_forward_time: 11.6321067810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472587585
validation[          , genome  6985] predictions:    9700/  10000 (97.00%), best:    9727/10000 (97.27%), error:       967.82874, best error:       889.72095 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 147.4234771729s, input_fired_time: 1.5209871531, output_fired_time: 1.1174821854, propagate_forward_time: 59.3767662048, propagate_backward_time: 81.6872634888, weight_update_time: 0.2018398345, other_time: 3.7209854126
epoch time: 12.6259298325s, input_fired_time: 0.1729072481, output_fired_time: 0.0000000000, propagate_forward_time: 11.7688999176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841230392
validation[          , genome  6985] predictions:    9726/  10000 (97.26%), best:    9727/10000 (97.27%), error:       897.37592, best error:       889.72095 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 151.3495941162s, input_fired_time: 1.6306062937, output_fired_time: 1.1603355408, propagate_forward_time: 61.1738433838, propagate_backward_time: 83.6054611206, weight_update_time: 0.2111448348, other_time: 3.7793502808
epoch time: 12.5307130814s, input_fired_time: 0.1724126935, output_fired_time: 0.0000000000, propagate_forward_time: 11.7128362656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454639435
validation[          , genome  6985] predictions:    9659/  10000 (96.59%), best:    9727/10000 (97.27%), error:      1136.41187, best error:       889.72095 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 146.9875946045s, input_fired_time: 1.5242894888, output_fired_time: 1.1917315722, propagate_forward_time: 59.0952949524, propagate_backward_time: 81.3127059937, weight_update_time: 0.2020233274, other_time: 3.8635787964
epoch time: 12.5391302109s, input_fired_time: 0.1736693233, output_fired_time: 0.0000000000, propagate_forward_time: 11.7184476852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6470136642
validation[          , genome  6985] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       930.24115, best error:       889.72095 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.3114471436s, input_fired_time: 1.5088423491, output_fired_time: 1.1001197100, propagate_forward_time: 58.8226013184, propagate_backward_time: 81.1898345947, weight_update_time: 0.2022490203, other_time: 3.6900634766
epoch time: 12.4644918442s, input_fired_time: 0.1726721674, output_fired_time: 0.0000000000, propagate_forward_time: 11.6514787674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403408051
validation[          , genome  6985] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       874.55029, best error:       874.55029 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.0946960449s, input_fired_time: 1.5186836720, output_fired_time: 1.1275084019, propagate_forward_time: 59.2705154419, propagate_backward_time: 81.4609298706, weight_update_time: 0.2021580338, other_time: 3.7170715332
epoch time: 12.5557489395s, input_fired_time: 0.1753353477, output_fired_time: 0.0000000000, propagate_forward_time: 11.7218914032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585226059
validation[          , genome  6985] predictions:    9677/  10000 (96.77%), best:    9733/10000 (97.33%), error:      1113.10229, best error:       874.55029 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 146.6680603027s, input_fired_time: 1.5323880911, output_fired_time: 1.1104283333, propagate_forward_time: 58.9012527466, propagate_backward_time: 81.4101715088, weight_update_time: 0.2016791105, other_time: 3.7138137817
epoch time: 12.5841169357s, input_fired_time: 0.1735684276, output_fired_time: 0.0000000000, propagate_forward_time: 11.7451229095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6654253006
validation[          , genome  6985] predictions:    9707/  10000 (97.07%), best:    9733/10000 (97.33%), error:       967.87848, best error:       874.55029 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.2061004639s, input_fired_time: 1.5014847517, output_fired_time: 1.1093029976, propagate_forward_time: 59.0814514160, propagate_backward_time: 81.7732238770, weight_update_time: 0.2032389641, other_time: 3.7406463623
epoch time: 12.4814662933s, input_fired_time: 0.1761333644, output_fired_time: 0.0000000000, propagate_forward_time: 11.6471652985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581678391
validation[          , genome  6985] predictions:    9709/  10000 (97.09%), best:    9733/10000 (97.33%), error:       941.60883, best error:       874.55029 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 146.6101226807s, input_fired_time: 1.5231436491, output_fired_time: 1.1126939058, propagate_forward_time: 58.9117851257, propagate_backward_time: 81.3103027344, weight_update_time: 0.2331692278, other_time: 3.7521820068
epoch time: 12.5522146225s, input_fired_time: 0.1725030988, output_fired_time: 0.0000000000, propagate_forward_time: 11.7368822098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428289413
validation[          , genome  6985] predictions:    9725/  10000 (97.25%), best:    9733/10000 (97.33%), error:       920.67822, best error:       874.55029 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 146.6081695557s, input_fired_time: 1.5227882862, output_fired_time: 1.1414706707, propagate_forward_time: 58.7786865234, propagate_backward_time: 81.5029220581, weight_update_time: 0.2016692460, other_time: 3.6623153687
epoch time: 12.7568445206s, input_fired_time: 0.1927956641, output_fired_time: 0.0000000000, propagate_forward_time: 11.9099464417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541023254
validation[          , genome  6985] predictions:    9648/  10000 (96.48%), best:    9733/10000 (97.33%), error:      1164.59961, best error:       874.55029 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 146.7126770020s, input_fired_time: 1.5431798697, output_fired_time: 1.1080577374, propagate_forward_time: 59.0967330933, propagate_backward_time: 81.2722473145, weight_update_time: 0.2007580698, other_time: 3.6924514771
epoch time: 12.4916696548s, input_fired_time: 0.1771154106, output_fired_time: 0.0000000000, propagate_forward_time: 11.6545343399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600198746
validation[          , genome  6985] predictions:    9703/  10000 (97.03%), best:    9733/10000 (97.33%), error:      1037.41187, best error:       874.55029 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.7224121094s, input_fired_time: 1.5186287165, output_fired_time: 1.1068078279, propagate_forward_time: 58.9917945862, propagate_backward_time: 81.4486770630, weight_update_time: 0.2022251338, other_time: 3.6565017700
epoch time: 12.6286449432s, input_fired_time: 0.1785834581, output_fired_time: 0.0000000000, propagate_forward_time: 11.7858877182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641740799
validation[          , genome  6985] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       921.09460, best error:       874.55029 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 146.4753112793s, input_fired_time: 1.5403914452, output_fired_time: 1.1110492945, propagate_forward_time: 58.8029289246, propagate_backward_time: 81.3160781860, weight_update_time: 0.2073985040, other_time: 3.7048568726
epoch time: 12.6313486099s, input_fired_time: 0.1732753068, output_fired_time: 0.0000000000, propagate_forward_time: 11.7832574844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748161316
validation[          , genome  6985] predictions:    9735/  10000 (97.35%), best:    9733/10000 (97.33%), error:       925.18079, best error:       874.55029 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.9032592773s, input_fired_time: 1.5231196880, output_fired_time: 1.0985299349, propagate_forward_time: 59.2488975525, propagate_backward_time: 81.3495483398, weight_update_time: 0.2095861137, other_time: 3.6831665039
epoch time: 12.7024564743s, input_fired_time: 0.1733471155, output_fired_time: 0.0000000000, propagate_forward_time: 11.8783988953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507101059
validation[          , genome  6985] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:      1029.77161, best error:       874.55029 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.8772125244s, input_fired_time: 1.5050088167, output_fired_time: 1.1348581314, propagate_forward_time: 59.1244697571, propagate_backward_time: 81.4424972534, weight_update_time: 0.2018854171, other_time: 3.6703872681
epoch time: 12.5217571259s, input_fired_time: 0.1882757694, output_fired_time: 0.0000000000, propagate_forward_time: 11.6882686615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452131271
validation[          , genome  6985] predictions:    9741/  10000 (97.41%), best:    9733/10000 (97.33%), error:       895.40607, best error:       874.55029 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 146.6372985840s, input_fired_time: 1.5129289627, output_fired_time: 1.1252477169, propagate_forward_time: 58.7621841431, propagate_backward_time: 81.6165008545, weight_update_time: 0.2003560662, other_time: 3.6204452515
epoch time: 12.6291046143s, input_fired_time: 0.1812963188, output_fired_time: 0.0000000000, propagate_forward_time: 11.8034801483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443281174
validation[          , genome  6985] predictions:    9677/  10000 (96.77%), best:    9733/10000 (97.33%), error:      1079.90356, best error:       874.55029 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.4851379395s, input_fired_time: 1.6314033270, output_fired_time: 1.1088718176, propagate_forward_time: 58.9046936035, propagate_backward_time: 81.2146148682, weight_update_time: 0.2038982064, other_time: 3.6255493164
epoch time: 12.4872074127s, input_fired_time: 0.1747874916, output_fired_time: 0.0000000000, propagate_forward_time: 11.6524410248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6599788666
validation[          , genome  6985] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       905.69879, best error:       874.55029 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 147.1635284424s, input_fired_time: 1.5435755253, output_fired_time: 1.1147124767, propagate_forward_time: 59.3036689758, propagate_backward_time: 81.5304107666, weight_update_time: 0.2040207982, other_time: 3.6711578369
epoch time: 12.4754657745s, input_fired_time: 0.1710966378, output_fired_time: 0.0000000000, propagate_forward_time: 11.6600923538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442766190
validation[          , genome  6985] predictions:    9656/  10000 (96.56%), best:    9733/10000 (97.33%), error:      1074.56909, best error:       874.55029 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 146.8757171631s, input_fired_time: 1.5228774548, output_fired_time: 1.1083332300, propagate_forward_time: 59.2293548584, propagate_backward_time: 81.3075180054, weight_update_time: 0.2025853544, other_time: 3.7076339722
epoch time: 12.4818000793s, input_fired_time: 0.2019266337, output_fired_time: 0.0000000000, propagate_forward_time: 11.6229448318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6569290161
validation[          , genome  6985] predictions:    9704/  10000 (97.04%), best:    9733/10000 (97.33%), error:       959.80176, best error:       874.55029 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 147.0984497070s, input_fired_time: 1.5261930227, output_fired_time: 1.1315705776, propagate_forward_time: 59.2259483337, propagate_backward_time: 81.4713211060, weight_update_time: 0.2021666020, other_time: 3.7434005737
epoch time: 12.5865907669s, input_fired_time: 0.1763478965, output_fired_time: 0.0000000000, propagate_forward_time: 11.7666521072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435909271
validation[          , genome  6985] predictions:    9697/  10000 (96.97%), best:    9733/10000 (97.33%), error:      1023.94238, best error:       874.55029 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 146.7787475586s, input_fired_time: 1.5096791983, output_fired_time: 1.0941823721, propagate_forward_time: 59.2037086487, propagate_backward_time: 81.3035659790, weight_update_time: 0.2059853077, other_time: 3.6676254272
epoch time: 12.6231498718s, input_fired_time: 0.1855573356, output_fired_time: 0.0000000000, propagate_forward_time: 11.7772359848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603565216
validation[          , genome  6985] predictions:    9721/  10000 (97.21%), best:    9733/10000 (97.33%), error:       965.38885, best error:       874.55029 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 147.0981140137s, input_fired_time: 1.5356110334, output_fired_time: 1.1390208006, propagate_forward_time: 59.0161781311, propagate_backward_time: 81.7409820557, weight_update_time: 0.2104806900, other_time: 3.6663208008
epoch time: 12.4754533768s, input_fired_time: 0.1729030013, output_fired_time: 0.0000000000, propagate_forward_time: 11.6670732498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354770660
validation[          , genome  6985] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       850.21094, best error:       850.21094 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 146.6570434570s, input_fired_time: 1.5348865986, output_fired_time: 1.1924840212, propagate_forward_time: 58.8533935547, propagate_backward_time: 81.3891601562, weight_update_time: 0.2047859132, other_time: 3.6871185303
epoch time: 12.5443639755s, input_fired_time: 0.1751589030, output_fired_time: 0.0000000000, propagate_forward_time: 11.7228097916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463956833
validation[          , genome  6985] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       858.37988, best error:       850.21094 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.9848785400s, input_fired_time: 1.5138456821, output_fired_time: 1.0900961161, propagate_forward_time: 59.3064727783, propagate_backward_time: 81.3917770386, weight_update_time: 0.2013308406, other_time: 3.6826858521
epoch time: 12.5399694443s, input_fired_time: 0.1739239991, output_fired_time: 0.0000000000, propagate_forward_time: 11.7203960419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456489563
validation[          , genome  6985] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       847.36145, best error:       847.36145 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 146.9786987305s, input_fired_time: 1.5183051825, output_fired_time: 1.0998013020, propagate_forward_time: 59.1213951111, propagate_backward_time: 81.5578308105, weight_update_time: 0.2012612075, other_time: 3.6813507080
epoch time: 12.4455699921s, input_fired_time: 0.1733280122, output_fired_time: 0.0000000000, propagate_forward_time: 11.6359605789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362810135
validation[          , genome  6985] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       979.65796, best error:       847.36145 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 147.0576019287s, input_fired_time: 1.5120913982, output_fired_time: 1.0968264341, propagate_forward_time: 59.1286811829, propagate_backward_time: 81.6452560425, weight_update_time: 0.2183142751, other_time: 3.6747512817
epoch time: 12.4992723465s, input_fired_time: 0.1721444726, output_fired_time: 0.0000000000, propagate_forward_time: 11.6791934967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479339600
validation[          , genome  6985] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       940.21381, best error:       847.36145 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 146.8412780762s, input_fired_time: 1.5125613213, output_fired_time: 1.1104799509, propagate_forward_time: 59.0931015015, propagate_backward_time: 81.4428176880, weight_update_time: 0.2010736316, other_time: 3.6823272705
epoch time: 12.6359586716s, input_fired_time: 0.1835901290, output_fired_time: 0.0000000000, propagate_forward_time: 11.7692747116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830940247
validation[          , genome  6985] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       945.77643, best error:       847.36145 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 146.7046203613s, input_fired_time: 1.5330784321, output_fired_time: 1.1033142805, propagate_forward_time: 59.0695152283, propagate_backward_time: 81.3412857056, weight_update_time: 0.2045781165, other_time: 3.6574172974
epoch time: 12.5074100494s, input_fired_time: 0.1744211465, output_fired_time: 0.0000000000, propagate_forward_time: 11.6900310516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429576874
validation[          , genome  6985] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       997.77234, best error:       847.36145 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 146.8179016113s, input_fired_time: 1.5094708204, output_fired_time: 1.1089415550, propagate_forward_time: 59.0535354614, propagate_backward_time: 81.4641952515, weight_update_time: 0.2005109787, other_time: 3.6817474365
epoch time: 12.4542007446s, input_fired_time: 0.1730383188, output_fired_time: 0.0000000000, propagate_forward_time: 11.6344556808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6467065811
validation[          , genome  6985] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       873.08142, best error:       847.36145 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 147.0240631104s, input_fired_time: 1.5092477798, output_fired_time: 1.1456906796, propagate_forward_time: 59.1573905945, propagate_backward_time: 81.5360717773, weight_update_time: 0.2033593804, other_time: 3.6756591797
epoch time: 12.4997243881s, input_fired_time: 0.1732960939, output_fired_time: 0.0000000000, propagate_forward_time: 11.6767950058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496334076
validation[          , genome  6985] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       936.60114, best error:       847.36145 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 146.7197723389s, input_fired_time: 1.5395365953, output_fired_time: 1.1463282108, propagate_forward_time: 58.9687728882, propagate_backward_time: 81.4042739868, weight_update_time: 0.2062536627, other_time: 3.6608581543
epoch time: 12.5193986893s, input_fired_time: 0.1792882830, output_fired_time: 0.0000000000, propagate_forward_time: 11.6908931732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492176056
validation[          , genome  6985] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       858.53162, best error:       847.36145 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 146.8204498291s, input_fired_time: 1.5370552540, output_fired_time: 1.1404560804, propagate_forward_time: 59.0463294983, propagate_backward_time: 81.4471969604, weight_update_time: 0.2041700780, other_time: 3.6494216919
epoch time: 12.5176067352s, input_fired_time: 0.1758601218, output_fired_time: 0.0000000000, propagate_forward_time: 11.6877288818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540174484
validation[          , genome  6985] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:      1066.32153, best error:       847.36145 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.7615966797s, input_fired_time: 1.5153120756, output_fired_time: 1.1069762707, propagate_forward_time: 59.1326675415, propagate_backward_time: 81.3324813843, weight_update_time: 0.2009827048, other_time: 3.6741638184
epoch time: 12.5584955215s, input_fired_time: 0.1774584949, output_fired_time: 0.0000000000, propagate_forward_time: 11.7464857101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345510483
validation[          , genome  6985] predictions:    9678/  10000 (96.78%), best:    9753/10000 (97.53%), error:      1048.58398, best error:       847.36145 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 147.1306457520s, input_fired_time: 1.5505430698, output_fired_time: 1.0993405581, propagate_forward_time: 59.3838233948, propagate_backward_time: 81.4263000488, weight_update_time: 0.2215948999, other_time: 3.6706542969
epoch time: 12.6094331741s, input_fired_time: 0.1799761057, output_fired_time: 0.0000000000, propagate_forward_time: 11.7597551346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697015762
validation[          , genome  6985] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       952.42529, best error:       847.36145 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.0795440674s, input_fired_time: 1.5275764465, output_fired_time: 1.1100956202, propagate_forward_time: 59.2093582153, propagate_backward_time: 81.4996948242, weight_update_time: 0.2119653821, other_time: 3.7328262329
epoch time: 12.5336055756s, input_fired_time: 0.1770596802, output_fired_time: 0.0000000000, propagate_forward_time: 11.6843948364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721506119
validation[          , genome  6985] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:      1032.30920, best error:       847.36145 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 147.1976928711s, input_fired_time: 1.5198352337, output_fired_time: 1.0941367149, propagate_forward_time: 58.9494590759, propagate_backward_time: 81.9610900879, weight_update_time: 0.2048237324, other_time: 3.6731719971
epoch time: 12.5104808807s, input_fired_time: 0.1777496338, output_fired_time: 0.0000000000, propagate_forward_time: 11.6868305206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459007263
validation[          , genome  6985] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       975.11041, best error:       847.36145 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.2739410400s, input_fired_time: 1.5513195992, output_fired_time: 1.1253371239, propagate_forward_time: 59.3708724976, propagate_backward_time: 81.5560226440, weight_update_time: 0.2010663152, other_time: 3.6703948975
epoch time: 12.5041246414s, input_fired_time: 0.1835132837, output_fired_time: 0.0000000000, propagate_forward_time: 11.6705675125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500434875
validation[          , genome  6985] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       982.36444, best error:       847.36145 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 147.4418182373s, input_fired_time: 1.5246623755, output_fired_time: 1.1029665470, propagate_forward_time: 59.0695915222, propagate_backward_time: 82.0092239380, weight_update_time: 0.2043341994, other_time: 3.7353744507
epoch time: 12.5765905380s, input_fired_time: 0.1773377806, output_fired_time: 0.0000000000, propagate_forward_time: 11.7540435791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452093124
validation[          , genome  6985] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       945.83459, best error:       847.36145 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 146.8873443604s, input_fired_time: 1.5243932009, output_fired_time: 1.0913344622, propagate_forward_time: 59.2484016418, propagate_backward_time: 81.3974609375, weight_update_time: 0.2025205791, other_time: 3.6257476807
epoch time: 12.5661430359s, input_fired_time: 0.1830720752, output_fired_time: 0.0000000000, propagate_forward_time: 11.7292919159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537790298
validation[          , genome  6985] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       916.21954, best error:       847.36145 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 146.9090576172s, input_fired_time: 1.5690422058, output_fired_time: 1.0952923298, propagate_forward_time: 59.2318954468, propagate_backward_time: 81.3595657349, weight_update_time: 0.2026595622, other_time: 3.6532592773
epoch time: 12.4528264999s, input_fired_time: 0.1759385169, output_fired_time: 0.0000000000, propagate_forward_time: 11.6241559982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527318954
validation[          , genome  6985] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       924.69275, best error:       847.36145 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 146.8780059814s, input_fired_time: 1.5191804171, output_fired_time: 1.1023880243, propagate_forward_time: 59.0313453674, propagate_backward_time: 81.4950637817, weight_update_time: 0.2011219710, other_time: 3.7300338745
epoch time: 12.6873760223s, input_fired_time: 0.1767129600, output_fired_time: 0.0000000000, propagate_forward_time: 11.8708591461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398038864
validation[          , genome  6985] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       955.81635, best error:       847.36145 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 147.0509643555s, input_fired_time: 1.5382645130, output_fired_time: 1.0993893147, propagate_forward_time: 59.3685302734, propagate_backward_time: 81.3618392944, weight_update_time: 0.2116032243, other_time: 3.6829299927
epoch time: 12.6692399979s, input_fired_time: 0.1795836687, output_fired_time: 0.0000000000, propagate_forward_time: 11.8309726715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586837769
validation[          , genome  6985] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       889.24097, best error:       847.36145 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 146.9783477783s, input_fired_time: 1.5334911346, output_fired_time: 1.1152068377, propagate_forward_time: 59.2152290344, propagate_backward_time: 81.4851531982, weight_update_time: 0.2010723203, other_time: 3.6292724609
epoch time: 12.5799427032s, input_fired_time: 0.1861850023, output_fired_time: 0.0000000000, propagate_forward_time: 11.7393093109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544485092
validation[          , genome  6985] predictions:    9668/  10000 (96.68%), best:    9753/10000 (97.53%), error:      1112.36230, best error:       847.36145 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.2941436768s, input_fired_time: 1.5562714338, output_fired_time: 1.1295114756, propagate_forward_time: 59.2902069092, propagate_backward_time: 81.5884323120, weight_update_time: 0.2016544938, other_time: 3.7297134399
epoch time: 12.5215396881s, input_fired_time: 0.1852532923, output_fired_time: 0.0000000000, propagate_forward_time: 11.6871967316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490898132
validation[          , genome  6985] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       894.69360, best error:       847.36145 on epoch:    80, 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: 62.9070625305s, input_fired_time: 0.8940414786, output_fired_time: 0.0000000000, propagate_forward_time: 58.7518348694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2611846924
best training[          , genome  6985] predictions:   49635/  50000 (99.27%), best:    9753/10000 (97.53%), error:      1587.05249, best error:       847.36145 on epoch:    80, 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: 13.0887498856s, input_fired_time: 0.1727813780, output_fired_time: 0.0000000000, propagate_forward_time: 12.0167865753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8991823196
   testing[          , genome  6985] predictions:    9757/  10000 (97.57%), best:    9753/10000 (97.53%), error:       753.67694, best error:       847.36145 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:41:42 (4942): called boinc_finish(0)

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