Nameexact_genome_1512568488_42_3452_0
Workunit2588449
Created7 Dec 2017, 4:47:22 UTC
Sent7 Dec 2017, 4:53:21 UTC
Report deadline9 Dec 2017, 5:51:59 UTC
Received7 Dec 2017, 6:12:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 18 min 10 sec
CPU time1 hours 12 min 34 sec
Validate stateValid
Credit510.18
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.17 MB
Peak swap size153.58 MB
Peak disk usage1.98 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0343182273, output_fired_time: 0.0000000000, propagate_forward_time: 3.0618624687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043955803
validation[          , genome  3452] predictions:    9407/  10000 (94.07%), best:    9446/10000 (94.46%), error:      1951.62744, best error:      1891.99487 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.7382698059s, input_fired_time: 0.2621455193, output_fired_time: 0.2654008269, propagate_forward_time: 14.5479173660, propagate_backward_time: 22.4677829742, weight_update_time: 0.1356999576, other_time: 2.1950244904
epoch time: 3.1000697613s, input_fired_time: 0.0319592617, output_fired_time: 0.0000000000, propagate_forward_time: 2.6982614994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698489666
validation[          , genome  3452] predictions:    9383/  10000 (93.83%), best:    9446/10000 (94.46%), error:      2079.98169, best error:      1891.99487 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 37.5212554932s, input_fired_time: 0.2529155016, output_fired_time: 0.2488758266, propagate_forward_time: 13.7736482620, propagate_backward_time: 21.1391735077, weight_update_time: 0.1295058876, other_time: 2.1066455841
epoch time: 3.1617367268s, input_fired_time: 0.0316613950, output_fired_time: 0.0000000000, propagate_forward_time: 2.7558336258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742415905
validation[          , genome  3452] predictions:    9435/  10000 (94.35%), best:    9446/10000 (94.46%), error:      1922.82178, best error:      1891.99487 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.1009597778s, input_fired_time: 0.2596303821, output_fired_time: 0.2566800714, propagate_forward_time: 14.3539762497, propagate_backward_time: 22.0763969421, weight_update_time: 0.1335760951, other_time: 2.1542739868
epoch time: 3.3883683681s, input_fired_time: 0.0331990384, output_fired_time: 0.0000000000, propagate_forward_time: 2.9626898766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924794197
validation[          , genome  3452] predictions:    9456/  10000 (94.56%), best:    9456/10000 (94.56%), error:      1845.29822, best error:      1845.29822 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.8752975464s, input_fired_time: 0.2618043423, output_fired_time: 0.2646322846, propagate_forward_time: 14.6453933716, propagate_backward_time: 22.5023536682, weight_update_time: 0.1395108700, other_time: 2.2011146545
epoch time: 3.1992413998s, input_fired_time: 0.0325023606, output_fired_time: 0.0000000000, propagate_forward_time: 2.7825632095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841757774
validation[          , genome  3452] predictions:    9441/  10000 (94.41%), best:    9456/10000 (94.56%), error:      1859.91113, best error:      1845.29822 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.8956718445s, input_fired_time: 0.2637821138, output_fired_time: 0.2614783645, propagate_forward_time: 14.6843109131, propagate_backward_time: 22.4860363007, weight_update_time: 0.1376054734, other_time: 2.2000637054
epoch time: 3.2738187313s, input_fired_time: 0.0314178765, output_fired_time: 0.0000000000, propagate_forward_time: 2.8626410961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797597885
validation[          , genome  3452] predictions:    9434/  10000 (94.34%), best:    9456/10000 (94.56%), error:      1939.11121, best error:      1845.29822 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 40.0559883118s, input_fired_time: 0.2637824714, output_fired_time: 0.2624804676, propagate_forward_time: 14.6849193573, propagate_backward_time: 22.6625595093, weight_update_time: 0.1363485605, other_time: 2.1822452545
epoch time: 3.3278951645s, input_fired_time: 0.0336972177, output_fired_time: 0.0000000000, propagate_forward_time: 2.8985900879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956079483
validation[          , genome  3452] predictions:    9416/  10000 (94.16%), best:    9456/10000 (94.56%), error:      2007.05859, best error:      1845.29822 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.1224937439s, input_fired_time: 0.2585792542, output_fired_time: 0.2591364980, propagate_forward_time: 14.3696250916, propagate_backward_time: 22.0681953430, weight_update_time: 0.1351426840, other_time: 2.1669578552
epoch time: 3.3999300003s, input_fired_time: 0.0340350829, output_fired_time: 0.0000000000, propagate_forward_time: 2.9727926254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931024075
validation[          , genome  3452] predictions:    9478/  10000 (94.78%), best:    9456/10000 (94.56%), error:      1845.36560, best error:      1845.29822 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 39.8454856873s, input_fired_time: 0.2630541027, output_fired_time: 0.2619661987, propagate_forward_time: 14.6064910889, propagate_backward_time: 22.5173969269, weight_update_time: 0.1368036270, other_time: 2.1965770721
epoch time: 3.3400430679s, input_fired_time: 0.0325891562, output_fired_time: 0.0000000000, propagate_forward_time: 2.9154255390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920283318
validation[          , genome  3452] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1779.00623, best error:      1779.00623 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 39.7610321045s, input_fired_time: 0.2616315782, output_fired_time: 0.2609513998, propagate_forward_time: 14.5895309448, propagate_backward_time: 22.4424896240, weight_update_time: 0.1386953294, other_time: 2.2064285278
epoch time: 3.4049208164s, input_fired_time: 0.0333397277, output_fired_time: 0.0000000000, propagate_forward_time: 2.9808652401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907158375
validation[          , genome  3452] predictions:    9476/  10000 (94.76%), best:    9472/10000 (94.72%), error:      1800.50427, best error:      1779.00623 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 39.1914405823s, input_fired_time: 0.2580694854, output_fired_time: 0.2593234479, propagate_forward_time: 14.3828907013, propagate_backward_time: 22.1352176666, weight_update_time: 0.1330592483, other_time: 2.1559410095
epoch time: 3.3353087902s, input_fired_time: 0.0325215124, output_fired_time: 0.0000000000, propagate_forward_time: 2.9157178402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870694637
validation[          , genome  3452] predictions:    9471/  10000 (94.71%), best:    9472/10000 (94.72%), error:      1824.19202, best error:      1779.00623 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.0359153748s, input_fired_time: 0.2630514801, output_fired_time: 0.2671011090, propagate_forward_time: 14.7084074020, propagate_backward_time: 22.5935592651, weight_update_time: 0.1388697326, other_time: 2.2037963867
epoch time: 3.2289400101s, input_fired_time: 0.0317798145, output_fired_time: 0.0000000000, propagate_forward_time: 2.8215157986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756444454
validation[          , genome  3452] predictions:    9513/  10000 (95.13%), best:    9513/10000 (95.13%), error:      1731.64966, best error:      1731.64966 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.5305442810s, input_fired_time: 0.2670238912, output_fired_time: 0.2703567147, propagate_forward_time: 14.8389396667, propagate_backward_time: 22.9430046082, weight_update_time: 0.1383675039, other_time: 2.2112197876
epoch time: 3.3778977394s, input_fired_time: 0.0328923129, output_fired_time: 0.0000000000, propagate_forward_time: 2.9602582455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847472668
validation[          , genome  3452] predictions:    9474/  10000 (94.74%), best:    9513/10000 (95.13%), error:      1782.50037, best error:      1731.64966 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.6633224487s, input_fired_time: 0.2609057426, output_fired_time: 0.2634163797, propagate_forward_time: 14.5602807999, propagate_backward_time: 22.3974819183, weight_update_time: 0.1346975267, other_time: 2.1812381744
epoch time: 3.4023666382s, input_fired_time: 0.0326407813, output_fired_time: 0.0000000000, propagate_forward_time: 2.9763646126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933613300
validation[          , genome  3452] predictions:    9471/  10000 (94.71%), best:    9513/10000 (95.13%), error:      1776.25366, best error:      1731.64966 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 38.1052398682s, input_fired_time: 0.2553461194, output_fired_time: 0.2529604137, propagate_forward_time: 13.9747638702, propagate_backward_time: 21.5004425049, weight_update_time: 0.1327966005, other_time: 2.1217288971
epoch time: 3.2864415646s, input_fired_time: 0.0332698599, output_fired_time: 0.0000000000, propagate_forward_time: 2.8699641228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832075596
validation[          , genome  3452] predictions:    9434/  10000 (94.34%), best:    9513/10000 (95.13%), error:      1901.25366, best error:      1731.64966 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 39.3055458069s, input_fired_time: 0.2604293227, output_fired_time: 0.2620324790, propagate_forward_time: 14.4111013412, propagate_backward_time: 22.1837539673, weight_update_time: 0.1350136250, other_time: 2.1882286072
epoch time: 3.3950376511s, input_fired_time: 0.0338213779, output_fired_time: 0.0000000000, propagate_forward_time: 2.9576513767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035649300
validation[          , genome  3452] predictions:    9463/  10000 (94.63%), best:    9513/10000 (95.13%), error:      1747.67139, best error:      1731.64966 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.4342842102s, input_fired_time: 0.2598924637, output_fired_time: 0.2638881505, propagate_forward_time: 14.4443759918, propagate_backward_time: 22.2813835144, weight_update_time: 0.1368721873, other_time: 2.1847438812
epoch time: 3.4392375946s, input_fired_time: 0.0337310471, output_fired_time: 0.0000000000, propagate_forward_time: 3.0114374161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940691948
validation[          , genome  3452] predictions:    9464/  10000 (94.64%), best:    9513/10000 (95.13%), error:      1785.00244, best error:      1731.64966 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 39.8716506958s, input_fired_time: 0.2606755793, output_fired_time: 0.2590073943, propagate_forward_time: 14.6293382645, propagate_backward_time: 22.5158748627, weight_update_time: 0.1378315985, other_time: 2.2067546844
epoch time: 3.3650395870s, input_fired_time: 0.0335543305, output_fired_time: 0.0000000000, propagate_forward_time: 2.9438035488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876817226
validation[          , genome  3452] predictions:    9477/  10000 (94.77%), best:    9513/10000 (95.13%), error:      1738.87207, best error:      1731.64966 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 39.7875595093s, input_fired_time: 0.2618080378, output_fired_time: 0.2604811192, propagate_forward_time: 14.6373586655, propagate_backward_time: 22.4525279999, weight_update_time: 0.1348162740, other_time: 2.1753826141
epoch time: 3.2349212170s, input_fired_time: 0.0329751037, output_fired_time: 0.0000000000, propagate_forward_time: 2.8210101128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809359074
validation[          , genome  3452] predictions:    9480/  10000 (94.80%), best:    9513/10000 (95.13%), error:      1785.13037, best error:      1731.64966 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 39.2245941162s, input_fired_time: 0.2597451210, output_fired_time: 0.2590649724, propagate_forward_time: 14.4287672043, propagate_backward_time: 22.1144905090, weight_update_time: 0.1353728473, other_time: 2.1625251770
epoch time: 3.4011576176s, input_fired_time: 0.0333815590, output_fired_time: 0.0000000000, propagate_forward_time: 2.9757304192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920457363
validation[          , genome  3452] predictions:    9480/  10000 (94.80%), best:    9513/10000 (95.13%), error:      1748.44897, best error:      1731.64966 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 37.0180664063s, input_fired_time: 0.2482883781, output_fired_time: 0.2430295050, propagate_forward_time: 13.5672855377, propagate_backward_time: 20.8882122040, weight_update_time: 0.1299309433, other_time: 2.0712509155
epoch time: 3.3033878803s, input_fired_time: 0.0328616090, output_fired_time: 0.0000000000, propagate_forward_time: 2.8825507164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879754543
validation[          , genome  3452] predictions:    9443/  10000 (94.43%), best:    9513/10000 (95.13%), error:      1890.27209, best error:      1731.64966 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 39.4339294434s, input_fired_time: 0.2632256150, output_fired_time: 0.2612433732, propagate_forward_time: 14.4108600616, propagate_backward_time: 22.3277034760, weight_update_time: 0.1339981556, other_time: 2.1708984375
epoch time: 3.1770465374s, input_fired_time: 0.0315322764, output_fired_time: 0.0000000000, propagate_forward_time: 2.7778558731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676583767
validation[          , genome  3452] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1687.60352, best error:      1687.60352 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 39.9293479919s, input_fired_time: 0.2617881596, output_fired_time: 0.2646679580, propagate_forward_time: 14.6337757111, propagate_backward_time: 22.5856227875, weight_update_time: 0.1356069744, other_time: 2.1834945679
epoch time: 3.4140834808s, input_fired_time: 0.0338178575, output_fired_time: 0.0000000000, propagate_forward_time: 2.9918999672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883657455
validation[          , genome  3452] predictions:    9490/  10000 (94.90%), best:    9516/10000 (95.16%), error:      1768.28577, best error:      1687.60352 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.4962005615s, input_fired_time: 0.2602357268, output_fired_time: 0.2639803588, propagate_forward_time: 14.4612007141, propagate_backward_time: 22.3253021240, weight_update_time: 0.1340399384, other_time: 2.1854820251
epoch time: 3.2235856056s, input_fired_time: 0.0329853781, output_fired_time: 0.0000000000, propagate_forward_time: 2.8118832111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787169456
validation[          , genome  3452] predictions:    9503/  10000 (95.03%), best:    9516/10000 (95.16%), error:      1695.72302, best error:      1687.60352 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 39.9842796326s, input_fired_time: 0.2642535865, output_fired_time: 0.2641644478, propagate_forward_time: 14.6644010544, propagate_backward_time: 22.5906639099, weight_update_time: 0.1369536221, other_time: 2.2007980347
epoch time: 3.3857150078s, input_fired_time: 0.0333294831, output_fired_time: 0.0000000000, propagate_forward_time: 2.9602591991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921263218
validation[          , genome  3452] predictions:    9517/  10000 (95.17%), best:    9517/10000 (95.17%), error:      1683.06604, best error:      1683.06604 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.5252761841s, input_fired_time: 0.2615037560, output_fired_time: 0.2599630952, propagate_forward_time: 14.5213384628, propagate_backward_time: 22.3014507294, weight_update_time: 0.1338801980, other_time: 2.1810169220
epoch time: 3.3118619919s, input_fired_time: 0.0325802602, output_fired_time: 0.0000000000, propagate_forward_time: 2.8978605270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814210892
validation[          , genome  3452] predictions:    9515/  10000 (95.15%), best:    9517/10000 (95.17%), error:      1711.88867, best error:      1683.06604 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.7446136475s, input_fired_time: 0.2640726864, output_fired_time: 0.2614042461, propagate_forward_time: 14.5263757706, propagate_backward_time: 22.4997062683, weight_update_time: 0.1347407550, other_time: 2.1930541992
epoch time: 3.5190300941s, input_fired_time: 0.0343507119, output_fired_time: 0.0000000000, propagate_forward_time: 3.0775957108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070837498
validation[          , genome  3452] predictions:    9513/  10000 (95.13%), best:    9517/10000 (95.17%), error:      1684.06091, best error:      1683.06604 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.4006996155s, input_fired_time: 0.2627375424, output_fired_time: 0.2572131157, propagate_forward_time: 14.4576749802, propagate_backward_time: 22.2624168396, weight_update_time: 0.1334451884, other_time: 2.1606559753
epoch time: 3.1335654259s, input_fired_time: 0.0313270576, output_fired_time: 0.0000000000, propagate_forward_time: 2.7309806347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712577820
validation[          , genome  3452] predictions:    9492/  10000 (94.92%), best:    9517/10000 (95.17%), error:      1740.34583, best error:      1683.06604 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.7988395691s, input_fired_time: 0.2624059021, output_fired_time: 0.2635312676, propagate_forward_time: 14.5889110565, propagate_backward_time: 22.4939861298, weight_update_time: 0.1375217289, other_time: 2.1900062561
epoch time: 3.4225583076s, input_fired_time: 0.0344477855, output_fired_time: 0.0000000000, propagate_forward_time: 2.9867806435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013299942
validation[          , genome  3452] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1649.16809, best error:      1649.16809 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 38.7957229614s, input_fired_time: 0.2585690022, output_fired_time: 0.2563349605, propagate_forward_time: 14.2078638077, propagate_backward_time: 21.9302673340, weight_update_time: 0.1341886073, other_time: 2.1426887512
epoch time: 3.3763146400s, input_fired_time: 0.0341165997, output_fired_time: 0.0000000000, propagate_forward_time: 2.9535126686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886854649
validation[          , genome  3452] predictions:    9496/  10000 (94.96%), best:    9515/10000 (95.15%), error:      1699.00220, best error:      1649.16809 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 38.9983787537s, input_fired_time: 0.2607161999, output_fired_time: 0.2624204159, propagate_forward_time: 14.3170747757, propagate_backward_time: 21.9898395538, weight_update_time: 0.1340639740, other_time: 2.1683292389
epoch time: 3.3288505077s, input_fired_time: 0.0337626189, output_fired_time: 0.0000000000, propagate_forward_time: 2.9086587429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864290714
validation[          , genome  3452] predictions:    9484/  10000 (94.84%), best:    9515/10000 (95.15%), error:      1756.14270, best error:      1649.16809 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 39.8522300720s, input_fired_time: 0.2646248341, output_fired_time: 0.2642816603, propagate_forward_time: 14.5894565582, propagate_backward_time: 22.5430278778, weight_update_time: 0.1363299340, other_time: 2.1908378601
epoch time: 3.1982038021s, input_fired_time: 0.0323028974, output_fired_time: 0.0000000000, propagate_forward_time: 2.7904484272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754525185
validation[          , genome  3452] predictions:    9506/  10000 (95.06%), best:    9515/10000 (95.15%), error:      1701.73779, best error:      1649.16809 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 39.4376907349s, input_fired_time: 0.2638581395, output_fired_time: 0.2634307444, propagate_forward_time: 14.5327739716, propagate_backward_time: 22.2310581207, weight_update_time: 0.1341775507, other_time: 2.1465682983
epoch time: 3.1789515018s, input_fired_time: 0.0326505564, output_fired_time: 0.0000000000, propagate_forward_time: 2.7706003189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757007122
validation[          , genome  3452] predictions:    9488/  10000 (94.88%), best:    9515/10000 (95.15%), error:      1720.68848, best error:      1649.16809 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 39.9543495178s, input_fired_time: 0.2623169720, output_fired_time: 0.2630421221, propagate_forward_time: 14.6643199921, propagate_backward_time: 22.5761070251, weight_update_time: 0.1375997066, other_time: 2.1885623932
epoch time: 3.4582023621s, input_fired_time: 0.0344589464, output_fired_time: 0.0000000000, propagate_forward_time: 3.0299379826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938055038
validation[          , genome  3452] predictions:    9464/  10000 (94.64%), best:    9515/10000 (95.15%), error:      1751.48279, best error:      1649.16809 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 38.4557609558s, input_fired_time: 0.2601055801, output_fired_time: 0.2564064860, propagate_forward_time: 14.0712757111, propagate_backward_time: 21.7255573273, weight_update_time: 0.1334096491, other_time: 2.1424179077
epoch time: 3.4293074608s, input_fired_time: 0.0347313508, output_fired_time: 0.0000000000, propagate_forward_time: 2.9937107563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008653164
validation[          , genome  3452] predictions:    9436/  10000 (94.36%), best:    9515/10000 (95.15%), error:      1984.73706, best error:      1649.16809 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.9794387817s, input_fired_time: 0.2545789778, output_fired_time: 0.2515225708, propagate_forward_time: 13.9670352936, propagate_backward_time: 21.4068794250, weight_update_time: 0.1310211718, other_time: 2.0994243622
epoch time: 3.3565101624s, input_fired_time: 0.0335734636, output_fired_time: 0.0000000000, propagate_forward_time: 2.9320306778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909060955
validation[          , genome  3452] predictions:    9491/  10000 (94.91%), best:    9515/10000 (95.15%), error:      1732.37329, best error:      1649.16809 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 39.2875404358s, input_fired_time: 0.2605249882, output_fired_time: 0.2613576651, propagate_forward_time: 14.3776731491, propagate_backward_time: 22.2029972076, weight_update_time: 0.1352686733, other_time: 2.1849880219
epoch time: 3.3181476593s, input_fired_time: 0.0329101197, output_fired_time: 0.0000000000, propagate_forward_time: 2.8950283527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902091980
validation[          , genome  3452] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1637.84924, best error:      1637.84924 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.4822158813s, input_fired_time: 0.2620052695, output_fired_time: 0.2636213601, propagate_forward_time: 14.4173784256, propagate_backward_time: 22.3404502869, weight_update_time: 0.1367012411, other_time: 2.1987609863
epoch time: 3.3849251270s, input_fired_time: 0.0337354839, output_fired_time: 0.0000000000, propagate_forward_time: 2.9608709812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903186321
validation[          , genome  3452] predictions:    9429/  10000 (94.29%), best:    9523/10000 (95.23%), error:      1994.18250, best error:      1637.84924 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 39.3350982666s, input_fired_time: 0.2624716759, output_fired_time: 0.2611881495, propagate_forward_time: 14.4290571213, propagate_backward_time: 22.2136688232, weight_update_time: 0.1354174614, other_time: 2.1687126160
epoch time: 3.1109809875s, input_fired_time: 0.0316930115, output_fired_time: 0.0000000000, propagate_forward_time: 2.7029635906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763244152
validation[          , genome  3452] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1634.48499, best error:      1634.48499 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.4045295715s, input_fired_time: 0.2640607059, output_fired_time: 0.2601563931, propagate_forward_time: 14.4778118134, propagate_backward_time: 22.2342510223, weight_update_time: 0.1351319551, other_time: 2.1682510376
epoch time: 3.4161670208s, input_fired_time: 0.0340863094, output_fired_time: 0.0000000000, propagate_forward_time: 2.9861586094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959221840
validation[          , genome  3452] predictions:    9524/  10000 (95.24%), best:    9519/10000 (95.19%), error:      1685.50525, best error:      1634.48499 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 39.4347953796s, input_fired_time: 0.2623075247, output_fired_time: 0.2635308206, propagate_forward_time: 14.4901285172, propagate_backward_time: 22.2367000580, weight_update_time: 0.1355247200, other_time: 2.1821308136
epoch time: 3.3324072361s, input_fired_time: 0.0333860442, output_fired_time: 0.0000000000, propagate_forward_time: 2.9081361294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908851147
validation[          , genome  3452] predictions:    9517/  10000 (95.17%), best:    9519/10000 (95.19%), error:      1655.75354, best error:      1634.48499 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.1751289368s, input_fired_time: 0.2626219094, output_fired_time: 0.2559370100, propagate_forward_time: 14.3536005020, propagate_backward_time: 22.1364288330, weight_update_time: 0.1347140074, other_time: 2.1665420532
epoch time: 3.2595198154s, input_fired_time: 0.0330227576, output_fired_time: 0.0000000000, propagate_forward_time: 2.8499701023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765270710
validation[          , genome  3452] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1622.53674, best error:      1622.53674 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 39.8134117126s, input_fired_time: 0.2651125789, output_fired_time: 0.2645527124, propagate_forward_time: 14.6187276840, propagate_backward_time: 22.4904708862, weight_update_time: 0.1359952986, other_time: 2.1745452881
epoch time: 3.4299592972s, input_fired_time: 0.0346441232, output_fired_time: 0.0000000000, propagate_forward_time: 2.9992625713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960525990
validation[          , genome  3452] predictions:    9514/  10000 (95.14%), best:    9536/10000 (95.36%), error:      1670.46729, best error:      1622.53674 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 39.3968544006s, input_fired_time: 0.2619674802, output_fired_time: 0.2594345510, propagate_forward_time: 14.4238729477, propagate_backward_time: 22.2733097076, weight_update_time: 0.1343204677, other_time: 2.1782703400
epoch time: 3.3983726501s, input_fired_time: 0.0336135402, output_fired_time: 0.0000000000, propagate_forward_time: 2.9731485844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916106224
validation[          , genome  3452] predictions:    9529/  10000 (95.29%), best:    9536/10000 (95.36%), error:      1643.56213, best error:      1622.53674 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 39.0652618408s, input_fired_time: 0.2622028291, output_fired_time: 0.2571803331, propagate_forward_time: 14.2960615158, propagate_backward_time: 22.0945644379, weight_update_time: 0.1341356635, other_time: 2.1552524567
epoch time: 2.9992926121s, input_fired_time: 0.0304264352, output_fired_time: 0.0000000000, propagate_forward_time: 2.6023006439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665654659
validation[          , genome  3452] predictions:    9509/  10000 (95.09%), best:    9536/10000 (95.36%), error:      1668.34448, best error:      1622.53674 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.0057373047s, input_fired_time: 0.2643854618, output_fired_time: 0.2629136443, propagate_forward_time: 14.6386051178, propagate_backward_time: 22.6439838409, weight_update_time: 0.1378040612, other_time: 2.1958503723
epoch time: 3.3585624695s, input_fired_time: 0.0330597125, output_fired_time: 0.0000000000, propagate_forward_time: 2.9414131641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840897083
validation[          , genome  3452] predictions:    9458/  10000 (94.58%), best:    9536/10000 (95.36%), error:      1823.05566, best error:      1622.53674 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 38.7865982056s, input_fired_time: 0.2605376840, output_fired_time: 0.2569088638, propagate_forward_time: 14.2120532990, propagate_backward_time: 21.9050025940, weight_update_time: 0.1344231963, other_time: 2.1520977020
epoch time: 3.4469325542s, input_fired_time: 0.0347318053, output_fired_time: 0.0000000000, propagate_forward_time: 3.0159506798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962500095
validation[          , genome  3452] predictions:    9475/  10000 (94.75%), best:    9536/10000 (95.36%), error:      1776.66150, best error:      1622.53674 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 39.9058609009s, input_fired_time: 0.2657560706, output_fired_time: 0.2634973526, propagate_forward_time: 14.6617107391, propagate_backward_time: 22.5190391541, weight_update_time: 0.1364706904, other_time: 2.1958599091
epoch time: 3.3651404381s, input_fired_time: 0.0344228856, output_fired_time: 0.0000000000, propagate_forward_time: 2.9376606941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930568695
validation[          , genome  3452] predictions:    9534/  10000 (95.34%), best:    9536/10000 (95.36%), error:      1653.01038, best error:      1622.53674 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.4286956787s, input_fired_time: 0.2660275996, output_fired_time: 0.2615597844, propagate_forward_time: 14.4393825531, propagate_backward_time: 22.2609767914, weight_update_time: 0.1361822039, other_time: 2.2007484436
epoch time: 3.3551290035s, input_fired_time: 0.0334443375, output_fired_time: 0.0000000000, propagate_forward_time: 2.9359378815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857467175
validation[          , genome  3452] predictions:    9487/  10000 (94.87%), best:    9536/10000 (95.36%), error:      1757.40637, best error:      1622.53674 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 40.2569999695s, input_fired_time: 0.2672914267, output_fired_time: 0.2673611939, propagate_forward_time: 14.7541818619, propagate_backward_time: 22.7577934265, weight_update_time: 0.1373605281, other_time: 2.2103729248
epoch time: 3.2828068733s, input_fired_time: 0.0334113687, output_fired_time: 0.0000000000, propagate_forward_time: 2.8569965363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923990726
validation[          , genome  3452] predictions:    9523/  10000 (95.23%), best:    9536/10000 (95.36%), error:      1644.92554, best error:      1622.53674 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 40.3577842712s, input_fired_time: 0.2705559731, output_fired_time: 0.2679284513, propagate_forward_time: 14.8310909271, propagate_backward_time: 22.7592601776, weight_update_time: 0.1420129091, other_time: 2.2289466858
epoch time: 3.3523859978s, input_fired_time: 0.0336202048, output_fired_time: 0.0000000000, propagate_forward_time: 2.9258775711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928883076
validation[          , genome  3452] predictions:    9559/  10000 (95.59%), best:    9559/10000 (95.59%), error:      1587.89868, best error:      1587.89868 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 39.0141143799s, input_fired_time: 0.2631107569, output_fired_time: 0.2562150359, propagate_forward_time: 14.3086071014, propagate_backward_time: 22.0201721191, weight_update_time: 0.1331402659, other_time: 2.1660099030
epoch time: 3.3248136044s, input_fired_time: 0.0330459066, output_fired_time: 0.0000000000, propagate_forward_time: 2.9005737305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911938667
validation[          , genome  3452] predictions:    9517/  10000 (95.17%), best:    9559/10000 (95.59%), error:      1643.39355, best error:      1587.89868 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.9603042603s, input_fired_time: 0.2687336206, output_fired_time: 0.2635916173, propagate_forward_time: 14.6607828140, propagate_backward_time: 22.5621089935, weight_update_time: 0.1380951256, other_time: 2.2050876617
epoch time: 3.0563929081s, input_fired_time: 0.0318523794, output_fired_time: 0.0000000000, propagate_forward_time: 2.6568465233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676939011
validation[          , genome  3452] predictions:    9526/  10000 (95.26%), best:    9559/10000 (95.59%), error:      1642.38733, best error:      1587.89868 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 38.7018241882s, input_fired_time: 0.2594782710, output_fired_time: 0.2552170455, propagate_forward_time: 14.2106380463, propagate_backward_time: 21.8291435242, weight_update_time: 0.1337844282, other_time: 2.1473445892
epoch time: 3.4217000008s, input_fired_time: 0.0335409530, output_fired_time: 0.0000000000, propagate_forward_time: 2.9927141666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954448700
validation[          , genome  3452] predictions:    9453/  10000 (94.53%), best:    9559/10000 (95.59%), error:      1899.98022, best error:      1587.89868 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 36.6180915833s, input_fired_time: 0.2524628937, output_fired_time: 0.2418393493, propagate_forward_time: 13.4350214005, propagate_backward_time: 20.6289997101, weight_update_time: 0.1273176223, other_time: 2.0597667694
epoch time: 3.4391279221s, input_fired_time: 0.0348546691, output_fired_time: 0.0000000000, propagate_forward_time: 3.0106453896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936278820
validation[          , genome  3452] predictions:    9527/  10000 (95.27%), best:    9559/10000 (95.59%), error:      1623.72632, best error:      1587.89868 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.4393539429s, input_fired_time: 0.2633674145, output_fired_time: 0.2628149688, propagate_forward_time: 14.4477958679, propagate_backward_time: 22.2879238129, weight_update_time: 0.1364875436, other_time: 2.1774539948
epoch time: 3.4319031239s, input_fired_time: 0.0339923464, output_fired_time: 0.0000000000, propagate_forward_time: 3.0030272007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948836327
validation[          , genome  3452] predictions:    9502/  10000 (95.02%), best:    9559/10000 (95.59%), error:      1670.23706, best error:      1587.89868 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 39.5805969238s, input_fired_time: 0.2657522857, output_fired_time: 0.2608680129, propagate_forward_time: 14.5070581436, propagate_backward_time: 22.3642807007, weight_update_time: 0.1357108057, other_time: 2.1826400757
epoch time: 3.1821808815s, input_fired_time: 0.0327080078, output_fired_time: 0.0000000000, propagate_forward_time: 2.7750463486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744266033
validation[          , genome  3452] predictions:    9491/  10000 (94.91%), best:    9559/10000 (95.59%), error:      1777.73499, best error:      1587.89868 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.6698570251s, input_fired_time: 0.2664578557, output_fired_time: 0.2615294755, propagate_forward_time: 14.5747528076, propagate_backward_time: 22.4011344910, weight_update_time: 0.1362457573, other_time: 2.1659851074
epoch time: 3.2135872841s, input_fired_time: 0.0336063765, output_fired_time: 0.0000000000, propagate_forward_time: 2.8068103790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731706142
validation[          , genome  3452] predictions:    9468/  10000 (94.68%), best:    9559/10000 (95.59%), error:      1791.08142, best error:      1587.89868 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 39.1954231262s, input_fired_time: 0.2652096748, output_fired_time: 0.2621172667, propagate_forward_time: 14.3547372818, propagate_backward_time: 22.1382942200, weight_update_time: 0.1348390579, other_time: 2.1750679016
epoch time: 3.3828129768s, input_fired_time: 0.0351747610, output_fired_time: 0.0000000000, propagate_forward_time: 2.9549062252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927319050
validation[          , genome  3452] predictions:    9528/  10000 (95.28%), best:    9559/10000 (95.59%), error:      1622.41016, best error:      1587.89868 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.8582572937s, input_fired_time: 0.2669931650, output_fired_time: 0.2656985223, propagate_forward_time: 14.6329822540, propagate_backward_time: 22.5201530457, weight_update_time: 0.1382745504, other_time: 2.1724300385
epoch time: 3.4076333046s, input_fired_time: 0.0340813845, output_fired_time: 0.0000000000, propagate_forward_time: 2.9777569771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957948685
validation[          , genome  3452] predictions:    9447/  10000 (94.47%), best:    9559/10000 (95.59%), error:      1878.08032, best error:      1587.89868 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 39.6413917542s, input_fired_time: 0.2654855549, output_fired_time: 0.2641974390, propagate_forward_time: 14.4979391098, propagate_backward_time: 22.4191246033, weight_update_time: 0.1366180182, other_time: 2.1946449280
epoch time: 3.3847651482s, input_fired_time: 0.0345817991, output_fired_time: 0.0000000000, propagate_forward_time: 2.9540722370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961110115
validation[          , genome  3452] predictions:    9500/  10000 (95.00%), best:    9559/10000 (95.59%), error:      1712.76904, best error:      1587.89868 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 40.3695411682s, input_fired_time: 0.2696709335, output_fired_time: 0.2657169700, propagate_forward_time: 14.8496265411, propagate_backward_time: 22.7615146637, weight_update_time: 0.1382875592, other_time: 2.2230110168
epoch time: 3.3173909187s, input_fired_time: 0.0329590775, output_fired_time: 0.0000000000, propagate_forward_time: 2.8985240459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859078884
validation[          , genome  3452] predictions:    9511/  10000 (95.11%), best:    9559/10000 (95.59%), error:      1690.11963, best error:      1587.89868 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 39.5816993713s, input_fired_time: 0.2655066252, output_fired_time: 0.2628951669, propagate_forward_time: 14.4927930832, propagate_backward_time: 22.3866691589, weight_update_time: 0.1357774734, other_time: 2.1738357544
epoch time: 3.1307990551s, input_fired_time: 0.0319868140, output_fired_time: 0.0000000000, propagate_forward_time: 2.7279074192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709049225
validation[          , genome  3452] predictions:    9523/  10000 (95.23%), best:    9559/10000 (95.59%), error:      1674.09375, best error:      1587.89868 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 39.4285240173s, input_fired_time: 0.2656184137, output_fired_time: 0.2635080814, propagate_forward_time: 14.4090127945, propagate_backward_time: 22.3268890381, weight_update_time: 0.1371820420, other_time: 2.1634979248
epoch time: 3.3528473377s, input_fired_time: 0.0345537513, output_fired_time: 0.0000000000, propagate_forward_time: 2.9238970280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943965435
validation[          , genome  3452] predictions:    9525/  10000 (95.25%), best:    9559/10000 (95.59%), error:      1617.29712, best error:      1587.89868 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 37.2419281006s, input_fired_time: 0.2539984584, output_fired_time: 0.2506647110, propagate_forward_time: 13.6396389008, propagate_backward_time: 21.0266971588, weight_update_time: 0.1277014017, other_time: 2.0709304810
epoch time: 3.3497810364s, input_fired_time: 0.0344010592, output_fired_time: 0.0000000000, propagate_forward_time: 2.9238021374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915779591
validation[          , genome  3452] predictions:    9525/  10000 (95.25%), best:    9559/10000 (95.59%), error:      1617.82166, best error:      1587.89868 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 39.9708366394s, input_fired_time: 0.2682783902, output_fired_time: 0.2625528872, propagate_forward_time: 14.6156291962, propagate_backward_time: 22.6123008728, weight_update_time: 0.1375756413, other_time: 2.2120723724
epoch time: 3.2664313316s, input_fired_time: 0.0340391323, output_fired_time: 0.0000000000, propagate_forward_time: 2.8374848366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949074745
validation[          , genome  3452] predictions:    9528/  10000 (95.28%), best:    9559/10000 (95.59%), error:      1651.43457, best error:      1587.89868 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.1274719238s, input_fired_time: 0.2657713890, output_fired_time: 0.2655045390, propagate_forward_time: 14.6825408936, propagate_backward_time: 22.6985893250, weight_update_time: 0.1404119134, other_time: 2.2150688171
epoch time: 3.2404744625s, input_fired_time: 0.0328429230, output_fired_time: 0.0000000000, propagate_forward_time: 2.8272061348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804254532
validation[          , genome  3452] predictions:    9515/  10000 (95.15%), best:    9559/10000 (95.59%), error:      1685.88538, best error:      1587.89868 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.5602874756s, input_fired_time: 0.2665127814, output_fired_time: 0.2627591789, propagate_forward_time: 14.4719038010, propagate_backward_time: 22.3610801697, weight_update_time: 0.1382986158, other_time: 2.1980285645
epoch time: 3.4093632698s, input_fired_time: 0.0343106389, output_fired_time: 0.0000000000, propagate_forward_time: 2.9810731411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939795494
validation[          , genome  3452] predictions:    9503/  10000 (95.03%), best:    9559/10000 (95.59%), error:      1652.18884, best error:      1587.89868 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 38.3583259583s, input_fired_time: 0.2608013153, output_fired_time: 0.2552032769, propagate_forward_time: 14.0274000168, propagate_backward_time: 21.6802444458, weight_update_time: 0.1320727170, other_time: 2.1346778870
epoch time: 3.3577227592s, input_fired_time: 0.0338467807, output_fired_time: 0.0000000000, propagate_forward_time: 2.9332773685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905985355
validation[          , genome  3452] predictions:    9462/  10000 (94.62%), best:    9559/10000 (95.59%), error:      1832.81323, best error:      1587.89868 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.6626663208s, input_fired_time: 0.2674695551, output_fired_time: 0.2635909915, propagate_forward_time: 14.5720396042, propagate_backward_time: 22.3727397919, weight_update_time: 0.1362053752, other_time: 2.1868228912
epoch time: 3.2928776741s, input_fired_time: 0.0337471068, output_fired_time: 0.0000000000, propagate_forward_time: 2.8767366409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823938370
validation[          , genome  3452] predictions:    9491/  10000 (94.91%), best:    9559/10000 (95.59%), error:      1739.44409, best error:      1587.89868 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 39.3426132202s, input_fired_time: 0.2647193670, output_fired_time: 0.2593401670, propagate_forward_time: 14.3798131943, propagate_backward_time: 22.2507781982, weight_update_time: 0.1362761259, other_time: 2.1879615784
epoch time: 3.4216835499s, input_fired_time: 0.0351832062, output_fired_time: 0.0000000000, propagate_forward_time: 2.9926853180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938150406
validation[          , genome  3452] predictions:    9487/  10000 (94.87%), best:    9559/10000 (95.59%), error:      1719.15039, best error:      1587.89868 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 39.8482666016s, input_fired_time: 0.2680709660, output_fired_time: 0.2644851804, propagate_forward_time: 14.5926055908, propagate_backward_time: 22.5095081329, weight_update_time: 0.1362699121, other_time: 2.2135982513
epoch time: 3.3221626282s, input_fired_time: 0.0338013582, output_fired_time: 0.0000000000, propagate_forward_time: 2.9016242027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867371082
validation[          , genome  3452] predictions:    9524/  10000 (95.24%), best:    9559/10000 (95.59%), error:      1638.58154, best error:      1587.89868 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 40.0640487671s, input_fired_time: 0.2704989612, output_fired_time: 0.2676814198, propagate_forward_time: 14.6874933243, propagate_backward_time: 22.6432971954, weight_update_time: 0.1374023408, other_time: 2.1950778961
epoch time: 3.4222788811s, input_fired_time: 0.0343031138, output_fired_time: 0.0000000000, propagate_forward_time: 2.9909930229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969826698
validation[          , genome  3452] predictions:    9501/  10000 (95.01%), best:    9559/10000 (95.59%), error:      1749.71741, best error:      1587.89868 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 40.0389518738s, input_fired_time: 0.2690519094, output_fired_time: 0.2671935558, propagate_forward_time: 14.6521978378, propagate_backward_time: 22.6342430115, weight_update_time: 0.1373222023, other_time: 2.2162666321
epoch time: 3.4215385914s, input_fired_time: 0.0346539058, output_fired_time: 0.0000000000, propagate_forward_time: 2.9914927483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953919411
validation[          , genome  3452] predictions:    9517/  10000 (95.17%), best:    9559/10000 (95.59%), error:      1635.74023, best error:      1587.89868 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 39.2322540283s, input_fired_time: 0.2664398849, output_fired_time: 0.2586921453, propagate_forward_time: 14.3940515518, propagate_backward_time: 22.1417350769, weight_update_time: 0.1334003061, other_time: 2.1713333130
epoch time: 3.2583916187s, input_fired_time: 0.0342915356, output_fired_time: 0.0000000000, propagate_forward_time: 2.8431570530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809430599
validation[          , genome  3452] predictions:    9539/  10000 (95.39%), best:    9559/10000 (95.59%), error:      1629.82776, best error:      1587.89868 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.6071395874s, input_fired_time: 0.2682581842, output_fired_time: 0.2612203658, propagate_forward_time: 14.5496578217, propagate_backward_time: 22.3279762268, weight_update_time: 0.1369733810, other_time: 2.2000293732
epoch time: 3.3491508961s, input_fired_time: 0.0341517329, output_fired_time: 0.0000000000, propagate_forward_time: 2.9258513451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891477585
validation[          , genome  3452] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1578.47107, best error:      1578.47107 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 39.9394950867s, input_fired_time: 0.2680701315, output_fired_time: 0.2625435889, propagate_forward_time: 14.6016006470, propagate_backward_time: 22.6089591980, weight_update_time: 0.1377679259, other_time: 2.1983222961
epoch time: 3.3774333000s, input_fired_time: 0.0342349820, output_fired_time: 0.0000000000, propagate_forward_time: 2.9514346123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917636871
validation[          , genome  3452] predictions:    9535/  10000 (95.35%), best:    9546/10000 (95.46%), error:      1646.77246, best error:      1578.47107 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 39.8563461304s, input_fired_time: 0.2694545090, output_fired_time: 0.2675523162, propagate_forward_time: 14.6281633377, propagate_backward_time: 22.4909896851, weight_update_time: 0.1359030455, other_time: 2.2001876831
epoch time: 3.2387638092s, input_fired_time: 0.0341237113, output_fired_time: 0.0000000000, propagate_forward_time: 2.8290677071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755724430
validation[          , genome  3452] predictions:    9472/  10000 (94.72%), best:    9546/10000 (95.46%), error:      1825.74072, best error:      1578.47107 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 38.8495903015s, input_fired_time: 0.2617327869, output_fired_time: 0.2591262758, propagate_forward_time: 14.2094049454, propagate_backward_time: 21.9602069855, weight_update_time: 0.1350117922, other_time: 2.1591205597
epoch time: 3.2983968258s, input_fired_time: 0.0344028436, output_fired_time: 0.0000000000, propagate_forward_time: 2.8838491440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801448345
validation[          , genome  3452] predictions:    9512/  10000 (95.12%), best:    9546/10000 (95.46%), error:      1691.70300, best error:      1578.47107 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.6911010742s, input_fired_time: 0.2647632658, output_fired_time: 0.2645385861, propagate_forward_time: 14.5654001236, propagate_backward_time: 22.4119052887, weight_update_time: 0.1365330219, other_time: 2.1844959259
epoch time: 3.5057642460s, input_fired_time: 0.0352575891, output_fired_time: 0.0000000000, propagate_forward_time: 3.0671353340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033713341
validation[          , genome  3452] predictions:    9426/  10000 (94.26%), best:    9546/10000 (95.46%), error:      1912.91113, best error:      1578.47107 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 38.2073783875s, input_fired_time: 0.2627470195, output_fired_time: 0.2525660098, propagate_forward_time: 14.0265760422, propagate_backward_time: 21.5427532196, weight_update_time: 0.1302840114, other_time: 2.1227321625
epoch time: 3.2649610043s, input_fired_time: 0.0341441818, output_fired_time: 0.0000000000, propagate_forward_time: 2.8514137268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794031143
validation[          , genome  3452] predictions:    9517/  10000 (95.17%), best:    9546/10000 (95.46%), error:      1681.06531, best error:      1578.47107 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 40.4112625122s, input_fired_time: 0.2717315257, output_fired_time: 0.2660584152, propagate_forward_time: 14.8403606415, propagate_backward_time: 22.8132438660, weight_update_time: 0.1394343376, other_time: 2.2198657990
epoch time: 3.3986351490s, input_fired_time: 0.0338966325, output_fired_time: 0.0000000000, propagate_forward_time: 2.9726853371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920531273
validation[          , genome  3452] predictions:    9468/  10000 (94.68%), best:    9546/10000 (95.46%), error:      1798.24109, best error:      1578.47107 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 38.2970237732s, input_fired_time: 0.2607547939, output_fired_time: 0.2522165477, propagate_forward_time: 14.0446128845, propagate_backward_time: 21.6073970795, weight_update_time: 0.1323896945, other_time: 2.1320438385
epoch time: 3.4144575596s, input_fired_time: 0.0348519981, output_fired_time: 0.0000000000, propagate_forward_time: 2.9884810448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911244869
validation[          , genome  3452] predictions:    9496/  10000 (94.96%), best:    9546/10000 (95.46%), error:      1741.14758, best error:      1578.47107 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.3359107971s, input_fired_time: 0.2720249891, output_fired_time: 0.2658109665, propagate_forward_time: 14.8078241348, propagate_backward_time: 22.7545719147, weight_update_time: 0.1389646083, other_time: 2.2356777191
epoch time: 3.3321466446s, input_fired_time: 0.0339393765, output_fired_time: 0.0000000000, propagate_forward_time: 2.9154112339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827960491
validation[          , genome  3452] predictions:    9512/  10000 (95.12%), best:    9546/10000 (95.46%), error:      1690.36487, best error:      1578.47107 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 39.1090087891s, input_fired_time: 0.2659762502, output_fired_time: 0.2610383630, propagate_forward_time: 14.3369531631, propagate_backward_time: 22.0998821259, weight_update_time: 0.1333424002, other_time: 2.1451587677
epoch time: 3.4217638969s, input_fired_time: 0.0346614793, output_fired_time: 0.0000000000, propagate_forward_time: 2.9932937622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938086033
validation[          , genome  3452] predictions:    9478/  10000 (94.78%), best:    9546/10000 (95.46%), error:      1740.56873, best error:      1578.47107 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 39.6075325012s, input_fired_time: 0.2680990100, output_fired_time: 0.2615882456, propagate_forward_time: 14.4839477539, propagate_backward_time: 22.4070224762, weight_update_time: 0.1356872320, other_time: 2.1868724823
epoch time: 2.9820373058s, input_fired_time: 0.0317041203, output_fired_time: 0.0000000000, propagate_forward_time: 2.5908892155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594439030
validation[          , genome  3452] predictions:    9489/  10000 (94.89%), best:    9546/10000 (95.46%), error:      1733.89233, best error:      1578.47107 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.6167335510s, input_fired_time: 0.2685527205, output_fired_time: 0.2627218366, propagate_forward_time: 14.5011453629, propagate_backward_time: 22.4025955200, weight_update_time: 0.1375008523, other_time: 2.1817207336
epoch time: 3.3316466808s, input_fired_time: 0.0336656384, output_fired_time: 0.0000000000, propagate_forward_time: 2.9116213322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863596916
validation[          , genome  3452] predictions:    9534/  10000 (95.34%), best:    9546/10000 (95.46%), error:      1601.13440, best error:      1578.47107 on epoch:    89, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 16.9050674438s, input_fired_time: 0.1713805199, output_fired_time: 0.0000000000, propagate_forward_time: 14.7175703049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0161161423
best training[          , genome  3452] predictions:   48634/  50000 (97.27%), best:    9546/10000 (95.46%), error:      5024.24023, best error:      1578.47107 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.3006074429s, input_fired_time: 0.0345252566, output_fired_time: 0.0000000000, propagate_forward_time: 2.8822622299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838200569
   testing[          , genome  3452] predictions:    9614/  10000 (96.14%), best:    9546/10000 (95.46%), error:      1384.01392, best error:      1578.47107 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:11:38 (7132): called boinc_finish(0)

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