Nameexact_genome_1512568488_43_6930_0
Workunit2605956
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline26 Dec 2017, 4:04:16 UTC
Received8 Dec 2017, 7:23:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time5 hours 7 min 1 sec
CPU time5 hours 5 min 56 sec
Validate stateValid
Credit4,553.57
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
40, weight_update_time: 0.1521410346, other_time: 2.8805160522
epoch time: 14.1190652847s, input_fired_time: 0.2220313400, output_fired_time: 0.0000000000, propagate_forward_time: 13.4037933350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932403564
validation[          , genome  6930] predictions:    9777/  10000 (97.77%), best:    9810/10000 (98.10%), error:       730.89752, best error:       676.34680 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.2860260010s, input_fired_time: 2.0161788464, output_fired_time: 1.2649079561, propagate_forward_time: 67.3755340576, propagate_backward_time: 92.7450561523, weight_update_time: 0.1486280859, other_time: 2.8843536377
epoch time: 14.0896978378s, input_fired_time: 0.2172345668, output_fired_time: 0.0000000000, propagate_forward_time: 13.3857173920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867458344
validation[          , genome  6930] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       703.55847, best error:       676.34680 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 166.3793792725s, input_fired_time: 2.0584993362, output_fired_time: 1.2738664150, propagate_forward_time: 67.3309707642, propagate_backward_time: 92.8587875366, weight_update_time: 0.1487567574, other_time: 2.8572540283
epoch time: 14.3741378784s, input_fired_time: 0.2235929668, output_fired_time: 0.0000000000, propagate_forward_time: 13.6519422531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986028671
validation[          , genome  6930] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       720.45593, best error:       676.34680 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 166.8166656494s, input_fired_time: 2.0040848255, output_fired_time: 1.2750871181, propagate_forward_time: 67.4842300415, propagate_backward_time: 93.1939544678, weight_update_time: 0.1496951729, other_time: 2.8593063354
epoch time: 14.1017255783s, input_fired_time: 0.2210066468, output_fired_time: 0.0000000000, propagate_forward_time: 13.3890628815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916563034
validation[          , genome  6930] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       700.65552, best error:       676.34680 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.6012573242s, input_fired_time: 2.0063648224, output_fired_time: 1.2665623426, propagate_forward_time: 67.4140472412, propagate_backward_time: 93.0763626099, weight_update_time: 0.1501410156, other_time: 2.8379287720
epoch time: 14.1440067291s, input_fired_time: 0.2227233648, output_fired_time: 0.0000000000, propagate_forward_time: 13.4249067307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963769913
validation[          , genome  6930] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       807.93140, best error:       676.34680 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 166.8270874023s, input_fired_time: 2.0097382069, output_fired_time: 1.2676234245, propagate_forward_time: 67.4616317749, propagate_backward_time: 93.2231750488, weight_update_time: 0.1522613168, other_time: 2.8649215698
epoch time: 14.1742620468s, input_fired_time: 0.2198158652, output_fired_time: 0.0000000000, propagate_forward_time: 13.4497585297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046873093
validation[          , genome  6930] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       678.63409, best error:       676.34680 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 166.2011108398s, input_fired_time: 2.0173819065, output_fired_time: 1.2732197046, propagate_forward_time: 67.3857879639, propagate_backward_time: 92.6788635254, weight_update_time: 0.1514863074, other_time: 2.8458557129
epoch time: 14.0780153275s, input_fired_time: 0.2141059637, output_fired_time: 0.0000000000, propagate_forward_time: 13.3807916641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831180573
validation[          , genome  6930] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       683.62958, best error:       676.34680 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 166.9788818359s, input_fired_time: 2.0176577568, output_fired_time: 1.2803218365, propagate_forward_time: 67.5601425171, propagate_backward_time: 93.2272949219, weight_update_time: 0.1511757374, other_time: 2.8934707642
epoch time: 14.2515773773s, input_fired_time: 0.2249875218, output_fired_time: 0.0000000000, propagate_forward_time: 13.5282878876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983015060
validation[          , genome  6930] predictions:    9684/  10000 (96.84%), best:    9810/10000 (98.10%), error:      1014.43115, best error:       676.34680 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.6533355713s, input_fired_time: 2.0027098656, output_fired_time: 1.2688183784, propagate_forward_time: 67.5464782715, propagate_backward_time: 92.9653854370, weight_update_time: 0.1484954804, other_time: 2.8699417114
epoch time: 14.1980066299s, input_fired_time: 0.2207127064, output_fired_time: 0.0000000000, propagate_forward_time: 13.4845266342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927673340
validation[          , genome  6930] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       732.71759, best error:       676.34680 on epoch:    10, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 166.2604064941s, input_fired_time: 2.0055205822, output_fired_time: 1.2676229477, propagate_forward_time: 67.3661422729, propagate_backward_time: 92.7968826294, weight_update_time: 0.1488154531, other_time: 2.8242340088
epoch time: 14.2011432648s, input_fired_time: 0.2237531692, output_fired_time: 0.0000000000, propagate_forward_time: 13.4754285812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019617081
validation[          , genome  6930] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       743.59540, best error:       676.34680 on epoch:    10, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 166.5143737793s, input_fired_time: 2.0140898228, output_fired_time: 1.2638882399, propagate_forward_time: 67.4146728516, propagate_backward_time: 92.9770278931, weight_update_time: 0.1506813169, other_time: 2.8447036743
epoch time: 14.2408552170s, input_fired_time: 0.2209788561, output_fired_time: 0.0000000000, propagate_forward_time: 13.5213165283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985599518
validation[          , genome  6930] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       680.71619, best error:       676.34680 on epoch:    10, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 166.3437194824s, input_fired_time: 2.0127587318, output_fired_time: 1.2652236223, propagate_forward_time: 67.3096847534, propagate_backward_time: 92.9060058594, weight_update_time: 0.1482727826, other_time: 2.8500442505
epoch time: 14.1555452347s, input_fired_time: 0.2171551287, output_fired_time: 0.0000000000, propagate_forward_time: 13.4408941269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974956512
validation[          , genome  6930] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       638.81464, best error:       638.81464 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 166.5415954590s, input_fired_time: 2.0125284195, output_fired_time: 1.2689908743, propagate_forward_time: 67.3486785889, propagate_backward_time: 93.0166473389, weight_update_time: 0.1509918720, other_time: 2.8947448730
epoch time: 14.1146135330s, input_fired_time: 0.2179745734, output_fired_time: 0.0000000000, propagate_forward_time: 13.4097433090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868955612
validation[          , genome  6930] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       666.86267, best error:       638.81464 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 165.3680572510s, input_fired_time: 1.9901645184, output_fired_time: 1.2668349743, propagate_forward_time: 67.0054702759, propagate_backward_time: 92.3155441284, weight_update_time: 0.1473273784, other_time: 2.7900543213
epoch time: 14.2913379669s, input_fired_time: 0.2223357111, output_fired_time: 0.0000000000, propagate_forward_time: 13.5741147995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948873520
validation[          , genome  6930] predictions:    9738/  10000 (97.38%), best:    9802/10000 (98.02%), error:       819.41162, best error:       638.81464 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 165.9892730713s, input_fired_time: 1.9960043430, output_fired_time: 1.2621641159, propagate_forward_time: 67.2295150757, propagate_backward_time: 92.6662826538, weight_update_time: 0.1488029212, other_time: 2.8353118896
epoch time: 14.0917062759s, input_fired_time: 0.2173311412, output_fired_time: 0.0000000000, propagate_forward_time: 13.3892860413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850893021
validation[          , genome  6930] predictions:    9810/  10000 (98.10%), best:    9802/10000 (98.02%), error:       672.86359, best error:       638.81464 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 165.7935028076s, input_fired_time: 1.9897547960, output_fired_time: 1.2934204340, propagate_forward_time: 67.2222747803, propagate_backward_time: 92.4818420410, weight_update_time: 0.1480315477, other_time: 2.8061981201
epoch time: 14.1832323074s, input_fired_time: 0.2223909497, output_fired_time: 0.0000000000, propagate_forward_time: 13.4741983414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866428375
validation[          , genome  6930] predictions:    9801/  10000 (98.01%), best:    9802/10000 (98.02%), error:       667.38220, best error:       638.81464 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 166.5164794922s, input_fired_time: 2.0549850464, output_fired_time: 1.2658269405, propagate_forward_time: 67.3808822632, propagate_backward_time: 92.9653472900, weight_update_time: 0.1510993242, other_time: 2.8494338989
epoch time: 14.1625785828s, input_fired_time: 0.2201645374, output_fired_time: 0.0000000000, propagate_forward_time: 13.4312019348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112123489
validation[          , genome  6930] predictions:    9797/  10000 (97.97%), best:    9802/10000 (98.02%), error:       688.99634, best error:       638.81464 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 166.3646240234s, input_fired_time: 1.9987347126, output_fired_time: 1.2662760019, propagate_forward_time: 67.3540191650, propagate_backward_time: 92.8859329224, weight_update_time: 0.1491219997, other_time: 2.8596572876
epoch time: 14.2068376541s, input_fired_time: 0.2238176465, output_fired_time: 0.0000000000, propagate_forward_time: 13.4781389236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048809052
validation[          , genome  6930] predictions:    9790/  10000 (97.90%), best:    9802/10000 (98.02%), error:       666.09296, best error:       638.81464 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.3645172119s, input_fired_time: 2.0648665428, output_fired_time: 1.2673171759, propagate_forward_time: 67.3838806152, propagate_backward_time: 92.8013076782, weight_update_time: 0.1508002132, other_time: 2.8471450806
epoch time: 14.1940879822s, input_fired_time: 0.2283958495, output_fired_time: 0.0000000000, propagate_forward_time: 13.4649448395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007476807
validation[          , genome  6930] predictions:    9778/  10000 (97.78%), best:    9802/10000 (98.02%), error:       735.07983, best error:       638.81464 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 166.5869750977s, input_fired_time: 2.0492238998, output_fired_time: 1.2684180737, propagate_forward_time: 67.5667343140, propagate_backward_time: 92.8735885620, weight_update_time: 0.1498098969, other_time: 2.8290100098
epoch time: 14.1398057938s, input_fired_time: 0.2448690534, output_fired_time: 0.0000000000, propagate_forward_time: 13.4014110565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935255051
validation[          , genome  6930] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       591.63928, best error:       591.63928 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 167.3706207275s, input_fired_time: 2.0562317371, output_fired_time: 1.2750042677, propagate_forward_time: 67.6850051880, propagate_backward_time: 93.4665374756, weight_update_time: 0.1491706222, other_time: 2.8878402710
epoch time: 14.2292976379s, input_fired_time: 0.2269416153, output_fired_time: 0.0000000000, propagate_forward_time: 13.5032939911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990615845
validation[          , genome  6930] predictions:    9795/  10000 (97.95%), best:    9817/10000 (98.17%), error:       675.67188, best error:       591.63928 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 167.8008117676s, input_fired_time: 2.0321609974, output_fired_time: 1.2759792805, propagate_forward_time: 67.7647171021, propagate_backward_time: 93.8026809692, weight_update_time: 0.1585235596, other_time: 2.9252624512
epoch time: 14.2955408096s, input_fired_time: 0.2232120931, output_fired_time: 0.0000000000, propagate_forward_time: 13.5789251328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934034348
validation[          , genome  6930] predictions:    9788/  10000 (97.88%), best:    9817/10000 (98.17%), error:       687.73431, best error:       591.63928 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 166.6231842041s, input_fired_time: 2.0111904144, output_fired_time: 1.2748167515, propagate_forward_time: 67.4180908203, propagate_backward_time: 93.0361938477, weight_update_time: 0.1505125016, other_time: 2.8829040527
epoch time: 14.4765586853s, input_fired_time: 0.2308108956, output_fired_time: 0.0000000000, propagate_forward_time: 13.7361984253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095491409
validation[          , genome  6930] predictions:    9749/  10000 (97.49%), best:    9817/10000 (98.17%), error:       811.69458, best error:       591.63928 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 168.3927917480s, input_fired_time: 2.0648231506, output_fired_time: 1.3202035427, propagate_forward_time: 68.0056457520, propagate_backward_time: 94.0678939819, weight_update_time: 0.1506835371, other_time: 2.9342269897
epoch time: 14.5969095230s, input_fired_time: 0.2359080017, output_fired_time: 0.0000000000, propagate_forward_time: 13.8315982819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294036865
validation[          , genome  6930] predictions:    9812/  10000 (98.12%), best:    9817/10000 (98.17%), error:       638.67938, best error:       591.63928 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 167.7698669434s, input_fired_time: 2.1037797928, output_fired_time: 1.2710953951, propagate_forward_time: 67.7698669434, propagate_backward_time: 93.7362365723, weight_update_time: 0.1508772373, other_time: 2.8888854980
epoch time: 14.2115354538s, input_fired_time: 0.2266204357, output_fired_time: 0.0000000000, propagate_forward_time: 13.4646081924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203065872
validation[          , genome  6930] predictions:    9781/  10000 (97.81%), best:    9817/10000 (98.17%), error:       705.28125, best error:       591.63928 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 166.6600646973s, input_fired_time: 2.0564882755, output_fired_time: 1.2616264820, propagate_forward_time: 67.5742568970, propagate_backward_time: 92.9253311157, weight_update_time: 0.1490880847, other_time: 2.8423614502
epoch time: 14.0978498459s, input_fired_time: 0.2197952420, output_fired_time: 0.0000000000, propagate_forward_time: 13.3926343918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854202271
validation[          , genome  6930] predictions:    9810/  10000 (98.10%), best:    9817/10000 (98.17%), error:       672.82367, best error:       591.63928 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.9926147461s, input_fired_time: 2.0500972271, output_fired_time: 1.2724808455, propagate_forward_time: 67.6244583130, propagate_backward_time: 93.1698760986, weight_update_time: 0.1518427134, other_time: 2.8757095337
epoch time: 14.2875442505s, input_fired_time: 0.2303657383, output_fired_time: 0.0000000000, propagate_forward_time: 13.5522108078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049676895
validation[          , genome  6930] predictions:    9795/  10000 (97.95%), best:    9817/10000 (98.17%), error:       709.38593, best error:       591.63928 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 166.4319000244s, input_fired_time: 2.0244762897, output_fired_time: 1.2673270702, propagate_forward_time: 67.3447723389, propagate_backward_time: 92.9595184326, weight_update_time: 0.1493627280, other_time: 2.8358001709
epoch time: 14.3919944763s, input_fired_time: 0.2272524834, output_fired_time: 0.0000000000, propagate_forward_time: 13.6582450867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064964294
validation[          , genome  6930] predictions:    9811/  10000 (98.11%), best:    9817/10000 (98.17%), error:       639.21039, best error:       591.63928 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 167.1664733887s, input_fired_time: 2.0374643803, output_fired_time: 1.2845084667, propagate_forward_time: 67.6579437256, propagate_backward_time: 93.2679824829, weight_update_time: 0.1515415460, other_time: 2.9185714722
epoch time: 14.2822332382s, input_fired_time: 0.2296912074, output_fired_time: 0.0000000000, propagate_forward_time: 13.5527458191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997959137
validation[          , genome  6930] predictions:    9805/  10000 (98.05%), best:    9817/10000 (98.17%), error:       649.90100, best error:       591.63928 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 167.5178680420s, input_fired_time: 2.0453681946, output_fired_time: 1.2776447535, propagate_forward_time: 67.7586059570, propagate_backward_time: 93.5319442749, weight_update_time: 0.1521549374, other_time: 2.9043045044
epoch time: 14.1370410919s, input_fired_time: 0.2276730686, output_fired_time: 0.0000000000, propagate_forward_time: 13.4151878357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941797256
validation[          , genome  6930] predictions:    9768/  10000 (97.68%), best:    9817/10000 (98.17%), error:       724.27777, best error:       591.63928 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 167.3026275635s, input_fired_time: 2.0414359570, output_fired_time: 1.2708714008, propagate_forward_time: 67.6946029663, propagate_backward_time: 93.4383544922, weight_update_time: 0.1516518146, other_time: 2.8573532104
epoch time: 14.3068637848s, input_fired_time: 0.2330336571, output_fired_time: 0.0000000000, propagate_forward_time: 13.5604095459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134201050
validation[          , genome  6930] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       576.59839, best error:       576.59839 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 167.0820465088s, input_fired_time: 2.0627572536, output_fired_time: 1.2695537806, propagate_forward_time: 67.6914138794, propagate_backward_time: 93.2098159790, weight_update_time: 0.1513475031, other_time: 2.8485107422
epoch time: 14.0937795639s, input_fired_time: 0.2220464498, output_fired_time: 0.0000000000, propagate_forward_time: 13.3858804703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858522415
validation[          , genome  6930] predictions:    9785/  10000 (97.85%), best:    9821/10000 (98.21%), error:       658.45837, best error:       576.59839 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 166.7219543457s, input_fired_time: 2.0350992680, output_fired_time: 1.2666883469, propagate_forward_time: 67.4554824829, propagate_backward_time: 93.1167602539, weight_update_time: 0.1493307203, other_time: 2.8479232788
epoch time: 14.2237291336s, input_fired_time: 0.2289661914, output_fired_time: 0.0000000000, propagate_forward_time: 13.5022220612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925413132
validation[          , genome  6930] predictions:    9824/  10000 (98.24%), best:    9821/10000 (98.21%), error:       593.36603, best error:       576.59839 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 166.7780303955s, input_fired_time: 2.0349104404, output_fired_time: 1.2790449858, propagate_forward_time: 67.5481872559, propagate_backward_time: 93.0541915894, weight_update_time: 0.1503008455, other_time: 2.8617019653
epoch time: 14.1561450958s, input_fired_time: 0.2240530550, output_fired_time: 0.0000000000, propagate_forward_time: 13.4356203079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964714050
validation[          , genome  6930] predictions:    9817/  10000 (98.17%), best:    9821/10000 (98.21%), error:       638.05194, best error:       576.59839 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 165.8901367188s, input_fired_time: 2.0221302509, output_fired_time: 1.2697237730, propagate_forward_time: 67.1920852661, propagate_backward_time: 92.5745239258, weight_update_time: 0.1497687846, other_time: 2.8316726685
epoch time: 14.0429430008s, input_fired_time: 0.2233129740, output_fired_time: 0.0000000000, propagate_forward_time: 13.3320264816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876031876
validation[          , genome  6930] predictions:    9806/  10000 (98.06%), best:    9821/10000 (98.21%), error:       637.34045, best error:       576.59839 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 166.4112396240s, input_fired_time: 2.0286381245, output_fired_time: 1.2939808369, propagate_forward_time: 67.3767929077, propagate_backward_time: 92.8677444458, weight_update_time: 0.1500700414, other_time: 2.8440856934
epoch time: 14.1476249695s, input_fired_time: 0.2298772037, output_fired_time: 0.0000000000, propagate_forward_time: 13.4124698639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052776337
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9821/10000 (98.21%), error:       623.44122, best error:       576.59839 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 165.8335876465s, input_fired_time: 2.0201776028, output_fired_time: 1.2643823624, propagate_forward_time: 67.0974807739, propagate_backward_time: 92.5763473511, weight_update_time: 0.1494272649, other_time: 2.8751983643
epoch time: 14.1953105927s, input_fired_time: 0.2268811166, output_fired_time: 0.0000000000, propagate_forward_time: 13.4812211990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872083664
validation[          , genome  6930] predictions:    9813/  10000 (98.13%), best:    9821/10000 (98.21%), error:       632.63666, best error:       576.59839 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 166.9141082764s, input_fired_time: 2.0887174606, output_fired_time: 1.2754245996, propagate_forward_time: 67.5345993042, propagate_backward_time: 93.1215591431, weight_update_time: 0.1516645551, other_time: 2.8938140869
epoch time: 14.2085123062s, input_fired_time: 0.2342884690, output_fired_time: 0.0000000000, propagate_forward_time: 13.4711256027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030984879
validation[          , genome  6930] predictions:    9816/  10000 (98.16%), best:    9821/10000 (98.21%), error:       588.21448, best error:       576.59839 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 165.7192687988s, input_fired_time: 2.0447869301, output_fired_time: 1.2646685839, propagate_forward_time: 67.1007003784, propagate_backward_time: 92.5074615479, weight_update_time: 0.1477574110, other_time: 2.8016586304
epoch time: 14.3759288788s, input_fired_time: 0.2276965678, output_fired_time: 0.0000000000, propagate_forward_time: 13.6546726227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935598373
validation[          , genome  6930] predictions:    9798/  10000 (97.98%), best:    9821/10000 (98.21%), error:       660.28326, best error:       576.59839 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 166.2779235840s, input_fired_time: 2.0466613770, output_fired_time: 1.2640447617, propagate_forward_time: 67.3011550903, propagate_backward_time: 92.8007202148, weight_update_time: 0.1493553817, other_time: 2.8653488159
epoch time: 14.2352428436s, input_fired_time: 0.2313759178, output_fired_time: 0.0000000000, propagate_forward_time: 13.4982271194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056400299
validation[          , genome  6930] predictions:    9812/  10000 (98.12%), best:    9821/10000 (98.21%), error:       607.06049, best error:       576.59839 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 167.2220153809s, input_fired_time: 2.0613029003, output_fired_time: 1.2790007591, propagate_forward_time: 67.6065444946, propagate_backward_time: 93.3920593262, weight_update_time: 0.1525617242, other_time: 2.8830947876
epoch time: 14.2945203781s, input_fired_time: 0.2350359112, output_fired_time: 0.0000000000, propagate_forward_time: 13.5523281097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071563721
validation[          , genome  6930] predictions:    9774/  10000 (97.74%), best:    9821/10000 (98.21%), error:       731.45416, best error:       576.59839 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 166.3713531494s, input_fired_time: 2.0500934124, output_fired_time: 1.2649617195, propagate_forward_time: 67.4003906250, propagate_backward_time: 92.8212051392, weight_update_time: 0.1483396441, other_time: 2.8346939087
epoch time: 14.3745536804s, input_fired_time: 0.2289641351, output_fired_time: 0.0000000000, propagate_forward_time: 13.6545972824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909925461
validation[          , genome  6930] predictions:    9819/  10000 (98.19%), best:    9821/10000 (98.21%), error:       621.81714, best error:       576.59839 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 166.7388763428s, input_fired_time: 2.0526874065, output_fired_time: 1.2657784224, propagate_forward_time: 67.6486740112, propagate_backward_time: 92.9121170044, weight_update_time: 0.1483574361, other_time: 2.8596191406
epoch time: 14.4580249786s, input_fired_time: 0.2295905203, output_fired_time: 0.0000000000, propagate_forward_time: 13.7320804596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963541031
validation[          , genome  6930] predictions:    9790/  10000 (97.90%), best:    9821/10000 (98.21%), error:       720.60132, best error:       576.59839 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 166.6669769287s, input_fired_time: 2.0401151180, output_fired_time: 1.2621099949, propagate_forward_time: 67.4233703613, propagate_backward_time: 93.0881347656, weight_update_time: 0.1497097462, other_time: 2.8532409668
epoch time: 14.1757183075s, input_fired_time: 0.2342202216, output_fired_time: 0.0000000000, propagate_forward_time: 13.4468154907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946823120
validation[          , genome  6930] predictions:    9815/  10000 (98.15%), best:    9821/10000 (98.21%), error:       597.36438, best error:       576.59839 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 166.6665496826s, input_fired_time: 2.0371277332, output_fired_time: 1.2651420832, propagate_forward_time: 67.4897689819, propagate_backward_time: 93.0552825928, weight_update_time: 0.1490412951, other_time: 2.8192367554
epoch time: 14.0965642929s, input_fired_time: 0.2263134718, output_fired_time: 0.0000000000, propagate_forward_time: 13.3797931671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904575348
validation[          , genome  6930] predictions:    9798/  10000 (97.98%), best:    9821/10000 (98.21%), error:       648.32526, best error:       576.59839 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.0995635986s, input_fired_time: 2.0548183918, output_fired_time: 1.2730448246, propagate_forward_time: 67.6920928955, propagate_backward_time: 93.2137908936, weight_update_time: 0.1501375586, other_time: 2.8658142090
epoch time: 14.1578531265s, input_fired_time: 0.2283483297, output_fired_time: 0.0000000000, propagate_forward_time: 13.4409112930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885931015
validation[          , genome  6930] predictions:    9824/  10000 (98.24%), best:    9821/10000 (98.21%), error:       593.89697, best error:       576.59839 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 166.6243133545s, input_fired_time: 2.0694520473, output_fired_time: 1.2755290270, propagate_forward_time: 67.3746032715, propagate_backward_time: 93.0572509766, weight_update_time: 0.1490535885, other_time: 2.8474731445
epoch time: 14.2085714340s, input_fired_time: 0.2217608690, output_fired_time: 0.0000000000, propagate_forward_time: 13.5061502457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806604385
validation[          , genome  6930] predictions:    9772/  10000 (97.72%), best:    9821/10000 (98.21%), error:       728.90131, best error:       576.59839 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 166.7363891602s, input_fired_time: 2.0532836914, output_fired_time: 1.2652283907, propagate_forward_time: 67.5792160034, propagate_backward_time: 92.9489517212, weight_update_time: 0.1496004015, other_time: 2.8897094727
epoch time: 14.2664499283s, input_fired_time: 0.2335695028, output_fired_time: 0.0000000000, propagate_forward_time: 13.5255603790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073204041
validation[          , genome  6930] predictions:    9826/  10000 (98.26%), best:    9821/10000 (98.21%), error:       585.50616, best error:       576.59839 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 167.1298675537s, input_fired_time: 2.0505223274, output_fired_time: 1.2853165865, propagate_forward_time: 67.6763153076, propagate_backward_time: 93.2126922607, weight_update_time: 0.1515846550, other_time: 2.9050140381
epoch time: 14.2458028793s, input_fired_time: 0.2293224931, output_fired_time: 0.0000000000, propagate_forward_time: 13.5064334869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100469589
validation[          , genome  6930] predictions:    9798/  10000 (97.98%), best:    9821/10000 (98.21%), error:       640.95105, best error:       576.59839 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 165.8409118652s, input_fired_time: 2.0328655243, output_fired_time: 1.2627143860, propagate_forward_time: 67.0743942261, propagate_backward_time: 92.6336822510, weight_update_time: 0.1493742019, other_time: 2.8372573853
epoch time: 14.1157007217s, input_fired_time: 0.2256306708, output_fired_time: 0.0000000000, propagate_forward_time: 13.4003429413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897270203
validation[          , genome  6930] predictions:    9820/  10000 (98.20%), best:    9821/10000 (98.21%), error:       607.23944, best error:       576.59839 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 167.2962341309s, input_fired_time: 2.0859375000, output_fired_time: 1.2717310190, propagate_forward_time: 67.6228561401, propagate_backward_time: 93.3977050781, weight_update_time: 0.1498633176, other_time: 2.9180068970
epoch time: 14.1591939926s, input_fired_time: 0.2256432623, output_fired_time: 0.0000000000, propagate_forward_time: 13.4330148697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005359650
validation[          , genome  6930] predictions:    9810/  10000 (98.10%), best:    9821/10000 (98.21%), error:       620.66827, best error:       576.59839 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 168.3223724365s, input_fired_time: 2.0662982464, output_fired_time: 1.2870678902, propagate_forward_time: 67.9676666260, propagate_backward_time: 94.0765228271, weight_update_time: 0.1517414451, other_time: 2.9248199463
epoch time: 14.2298402786s, input_fired_time: 0.2328912318, output_fired_time: 0.0000000000, propagate_forward_time: 13.4999246597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970245361
validation[          , genome  6930] predictions:    9812/  10000 (98.12%), best:    9821/10000 (98.21%), error:       588.79785, best error:       576.59839 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 167.1989440918s, input_fired_time: 2.0495879650, output_fired_time: 1.2804201841, propagate_forward_time: 67.6671676636, propagate_backward_time: 93.3582611084, weight_update_time: 0.1535912305, other_time: 2.8434982300
epoch time: 14.6832094193s, input_fired_time: 0.2442556322, output_fired_time: 0.0000000000, propagate_forward_time: 13.9036178589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353355408
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9821/10000 (98.21%), error:       616.33234, best error:       576.59839 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 168.5120849609s, input_fired_time: 2.0839524269, output_fired_time: 1.3202987909, propagate_forward_time: 68.1316680908, propagate_backward_time: 94.0653533936, weight_update_time: 0.1513677537, other_time: 2.9108123779
epoch time: 14.1622152328s, input_fired_time: 0.2272764295, output_fired_time: 0.0000000000, propagate_forward_time: 13.4335041046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014343262
validation[          , genome  6930] predictions:    9799/  10000 (97.99%), best:    9821/10000 (98.21%), error:       657.79773, best error:       576.59839 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 168.0544128418s, input_fired_time: 2.0756020546, output_fired_time: 1.2838326693, propagate_forward_time: 67.7291412354, propagate_backward_time: 94.0521545410, weight_update_time: 0.1605393440, other_time: 2.9136810303
epoch time: 14.6338062286s, input_fired_time: 0.2533015609, output_fired_time: 0.0000000000, propagate_forward_time: 13.8340015411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465030670
validation[          , genome  6930] predictions:    9822/  10000 (98.22%), best:    9821/10000 (98.21%), error:       608.39655, best error:       576.59839 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 168.4588012695s, input_fired_time: 2.1095030308, output_fired_time: 1.2815021276, propagate_forward_time: 68.1402511597, propagate_backward_time: 94.0191955566, weight_update_time: 0.1517279893, other_time: 2.9083480835
epoch time: 14.2714328766s, input_fired_time: 0.2308878899, output_fired_time: 0.0000000000, propagate_forward_time: 13.5358953476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046491623
validation[          , genome  6930] predictions:    9818/  10000 (98.18%), best:    9821/10000 (98.21%), error:       603.51660, best error:       576.59839 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 166.8698577881s, input_fired_time: 2.0659651756, output_fired_time: 1.2743082047, propagate_forward_time: 67.4994049072, propagate_backward_time: 93.1740417480, weight_update_time: 0.1511934400, other_time: 2.8561401367
epoch time: 14.5050678253s, input_fired_time: 0.2444765270, output_fired_time: 0.0000000000, propagate_forward_time: 13.7457818985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148096085
validation[          , genome  6930] predictions:    9808/  10000 (98.08%), best:    9821/10000 (98.21%), error:       630.13416, best error:       576.59839 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 170.6735687256s, input_fired_time: 2.1235244274, output_fired_time: 1.2873401642, propagate_forward_time: 68.7626342773, propagate_backward_time: 95.4404067993, weight_update_time: 0.1529228389, other_time: 3.0596694946
epoch time: 14.6279516220s, input_fired_time: 0.2428231239, output_fired_time: 0.0000000000, propagate_forward_time: 13.8335285187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515995026
validation[          , genome  6930] predictions:    9824/  10000 (98.24%), best:    9824/10000 (98.24%), error:       576.10571, best error:       576.10571 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 171.0320587158s, input_fired_time: 2.1151413918, output_fired_time: 1.3073687553, propagate_forward_time: 69.0129699707, propagate_backward_time: 95.4987945557, weight_update_time: 0.1547948569, other_time: 3.0977783203
epoch time: 14.6576604843s, input_fired_time: 0.2454620451, output_fired_time: 0.0000000000, propagate_forward_time: 13.8488798141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633182526
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9824/10000 (98.24%), error:       596.64075, best error:       576.10571 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 169.7435913086s, input_fired_time: 2.1085171700, output_fired_time: 1.2941718102, propagate_forward_time: 68.4783554077, propagate_backward_time: 94.7974853516, weight_update_time: 0.1537446380, other_time: 3.0650558472
epoch time: 14.5393857956s, input_fired_time: 0.2435922176, output_fired_time: 0.0000000000, propagate_forward_time: 13.7493343353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464591980
validation[          , genome  6930] predictions:    9809/  10000 (98.09%), best:    9824/10000 (98.24%), error:       623.54993, best error:       576.10571 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 171.5503387451s, input_fired_time: 2.1210393906, output_fired_time: 1.3028213978, propagate_forward_time: 69.3259582520, propagate_backward_time: 95.7146377563, weight_update_time: 0.1537927240, other_time: 3.0858840942
epoch time: 14.9168882370s, input_fired_time: 0.2524636388, output_fired_time: 0.0000000000, propagate_forward_time: 14.1078824997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565423965
validation[          , genome  6930] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       555.16339, best error:       555.16339 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 171.9983215332s, input_fired_time: 2.1287255287, output_fired_time: 1.3178043365, propagate_forward_time: 69.3356170654, propagate_backward_time: 96.0353164673, weight_update_time: 0.1541226208, other_time: 3.1808547974
epoch time: 14.7432708740s, input_fired_time: 0.2459585071, output_fired_time: 0.0000000000, propagate_forward_time: 13.9475135803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497989655
validation[          , genome  6930] predictions:    9791/  10000 (97.91%), best:    9835/10000 (98.35%), error:       680.33368, best error:       555.16339 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 171.4781646729s, input_fired_time: 2.1301157475, output_fired_time: 1.3031926155, propagate_forward_time: 69.1277160645, propagate_backward_time: 95.6972122192, weight_update_time: 0.1614061296, other_time: 3.2199325562
epoch time: 14.4674100876s, input_fired_time: 0.2397164255, output_fired_time: 0.0000000000, propagate_forward_time: 13.6942100525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334835052
validation[          , genome  6930] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       537.30420, best error:       537.30420 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 168.1482849121s, input_fired_time: 2.1059315205, output_fired_time: 1.2893552780, propagate_forward_time: 68.1309280396, propagate_backward_time: 93.6840286255, weight_update_time: 0.1514379978, other_time: 2.9380493164
epoch time: 14.2895927429s, input_fired_time: 0.2350407690, output_fired_time: 0.0000000000, propagate_forward_time: 13.5371236801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174283981
validation[          , genome  6930] predictions:    9810/  10000 (98.10%), best:    9844/10000 (98.44%), error:       610.02844, best error:       537.30420 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 166.8266906738s, input_fired_time: 2.0658121109, output_fired_time: 1.2986243963, propagate_forward_time: 67.4344482422, propagate_backward_time: 93.1683807373, weight_update_time: 0.1485083699, other_time: 2.8594207764
epoch time: 14.2846632004s, input_fired_time: 0.2363618761, output_fired_time: 0.0000000000, propagate_forward_time: 13.5279054642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203962326
validation[          , genome  6930] predictions:    9796/  10000 (97.96%), best:    9844/10000 (98.44%), error:       701.65973, best error:       537.30420 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 169.3814239502s, input_fired_time: 2.1122415066, output_fired_time: 1.3171900511, propagate_forward_time: 68.4739761353, propagate_backward_time: 94.5354080200, weight_update_time: 0.1522173434, other_time: 2.9426116943
epoch time: 14.3029518127s, input_fired_time: 0.2319065630, output_fired_time: 0.0000000000, propagate_forward_time: 13.5694046021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016403198
validation[          , genome  6930] predictions:    9810/  10000 (98.10%), best:    9844/10000 (98.44%), error:       656.85205, best error:       537.30420 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 168.8299102783s, input_fired_time: 2.1040592194, output_fired_time: 1.2828823328, propagate_forward_time: 68.2397918701, propagate_backward_time: 94.1960678101, weight_update_time: 0.1519751102, other_time: 3.0071029663
epoch time: 14.3074903488s, input_fired_time: 0.2364657521, output_fired_time: 0.0000000000, propagate_forward_time: 13.5532875061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177373886
validation[          , genome  6930] predictions:    9836/  10000 (98.36%), best:    9844/10000 (98.44%), error:       571.56860, best error:       537.30420 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 169.1392211914s, input_fired_time: 2.0948312283, output_fired_time: 1.2901794910, propagate_forward_time: 68.3335571289, propagate_backward_time: 94.4942779541, weight_update_time: 0.1518737823, other_time: 2.9263763428
epoch time: 14.4109277725s, input_fired_time: 0.2412245274, output_fired_time: 0.0000000000, propagate_forward_time: 13.6343412399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353622437
validation[          , genome  6930] predictions:    9796/  10000 (97.96%), best:    9844/10000 (98.44%), error:       676.71448, best error:       537.30420 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 168.9832611084s, input_fired_time: 2.1129739285, output_fired_time: 1.2880085707, propagate_forward_time: 68.2537841797, propagate_backward_time: 94.2874984741, weight_update_time: 0.1539029777, other_time: 3.0409927368
epoch time: 14.1885995865s, input_fired_time: 0.2334678769, output_fired_time: 0.0000000000, propagate_forward_time: 13.4539289474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012025833
validation[          , genome  6930] predictions:    9811/  10000 (98.11%), best:    9844/10000 (98.44%), error:       612.60065, best error:       537.30420 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 167.5783538818s, input_fired_time: 2.0715734959, output_fired_time: 1.2826055288, propagate_forward_time: 67.7841873169, propagate_backward_time: 93.5377960205, weight_update_time: 0.1499451995, other_time: 2.9021835327
epoch time: 14.3687963486s, input_fired_time: 0.2388465255, output_fired_time: 0.0000000000, propagate_forward_time: 13.6001043320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298452377
validation[          , genome  6930] predictions:    9821/  10000 (98.21%), best:    9844/10000 (98.44%), error:       611.64386, best error:       537.30420 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 167.4277648926s, input_fired_time: 2.0752234459, output_fired_time: 1.2802451849, propagate_forward_time: 67.7253265381, propagate_backward_time: 93.4161529541, weight_update_time: 0.1580006927, other_time: 2.9308166504
epoch time: 14.3003873825s, input_fired_time: 0.2393088639, output_fired_time: 0.0000000000, propagate_forward_time: 13.5310430527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300350189
validation[          , genome  6930] predictions:    9806/  10000 (98.06%), best:    9844/10000 (98.44%), error:       623.50311, best error:       537.30420 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 168.8605499268s, input_fired_time: 2.0965352058, output_fired_time: 1.2919343710, propagate_forward_time: 68.1651458740, propagate_backward_time: 94.2852783203, weight_update_time: 0.1525057256, other_time: 3.0216522217
epoch time: 14.1109037399s, input_fired_time: 0.2396834344, output_fired_time: 0.0000000000, propagate_forward_time: 13.3839502335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872703552
validation[          , genome  6930] predictions:    9759/  10000 (97.59%), best:    9844/10000 (98.44%), error:       788.35315, best error:       537.30420 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 167.2740478516s, input_fired_time: 2.0826678276, output_fired_time: 1.2743932009, propagate_forward_time: 67.5585556030, propagate_backward_time: 93.4702148438, weight_update_time: 0.1501307040, other_time: 2.8882064819
epoch time: 14.1517248154s, input_fired_time: 0.2273537070, output_fired_time: 0.0000000000, propagate_forward_time: 13.4411058426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832649231
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9844/10000 (98.44%), error:       578.56238, best error:       537.30420 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 166.5522613525s, input_fired_time: 2.0728514194, output_fired_time: 1.2706806660, propagate_forward_time: 67.3421020508, propagate_backward_time: 92.9892654419, weight_update_time: 0.1513507664, other_time: 2.8773727417
epoch time: 14.2511062622s, input_fired_time: 0.2350286245, output_fired_time: 0.0000000000, propagate_forward_time: 13.5152873993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007905960
validation[          , genome  6930] predictions:    9798/  10000 (97.98%), best:    9844/10000 (98.44%), error:       668.49542, best error:       537.30420 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 166.5204315186s, input_fired_time: 2.0636436939, output_fired_time: 1.2811020613, propagate_forward_time: 67.3979644775, propagate_backward_time: 92.9067535400, weight_update_time: 0.1486644596, other_time: 2.8709716797
epoch time: 14.2415342331s, input_fired_time: 0.2365086377, output_fired_time: 0.0000000000, propagate_forward_time: 13.5100040436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950218201
validation[          , genome  6930] predictions:    9805/  10000 (98.05%), best:    9844/10000 (98.44%), error:       648.10004, best error:       537.30420 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.7424468994s, input_fired_time: 2.0901675224, output_fired_time: 1.2710611820, propagate_forward_time: 67.4234924316, propagate_backward_time: 93.0983810425, weight_update_time: 0.1583786607, other_time: 2.8593521118
epoch time: 14.2115859985s, input_fired_time: 0.2355872840, output_fired_time: 0.0000000000, propagate_forward_time: 13.4716997147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042991638
validation[          , genome  6930] predictions:    9824/  10000 (98.24%), best:    9844/10000 (98.44%), error:       586.37500, best error:       537.30420 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 167.0180969238s, input_fired_time: 2.0711648464, output_fired_time: 1.2753796577, propagate_forward_time: 67.5576629639, propagate_backward_time: 93.2190093994, weight_update_time: 0.1500278264, other_time: 2.8948822021
epoch time: 14.3164567947s, input_fired_time: 0.2419450581, output_fired_time: 0.0000000000, propagate_forward_time: 13.5701589584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043525696
validation[          , genome  6930] predictions:    9815/  10000 (98.15%), best:    9844/10000 (98.44%), error:       642.56183, best error:       537.30420 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 166.9414978027s, input_fired_time: 2.0907793045, output_fired_time: 1.2723537683, propagate_forward_time: 67.5590515137, propagate_backward_time: 93.1238403320, weight_update_time: 0.1509064436, other_time: 2.8954772949
epoch time: 14.2501974106s, input_fired_time: 0.2309908569, output_fired_time: 0.0000000000, propagate_forward_time: 13.5226783752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965286255
validation[          , genome  6930] predictions:    9820/  10000 (98.20%), best:    9844/10000 (98.44%), error:       619.26605, best error:       537.30420 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 167.1141815186s, input_fired_time: 2.0841217041, output_fired_time: 1.2717250586, propagate_forward_time: 67.6743774414, propagate_backward_time: 93.1986846924, weight_update_time: 0.1514205635, other_time: 2.8852691650
epoch time: 14.1369094849s, input_fired_time: 0.2296709269, output_fired_time: 0.0000000000, propagate_forward_time: 13.4149808884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922580719
validation[          , genome  6930] predictions:    9829/  10000 (98.29%), best:    9844/10000 (98.44%), error:       571.89917, best error:       537.30420 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 168.2891082764s, input_fired_time: 2.0833709240, output_fired_time: 1.2794914246, propagate_forward_time: 67.9964370728, propagate_backward_time: 93.9510650635, weight_update_time: 0.1527737677, other_time: 2.9787368774
epoch time: 14.2221660614s, input_fired_time: 0.2390750349, output_fired_time: 0.0000000000, propagate_forward_time: 13.4779005051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051908493
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9844/10000 (98.44%), error:       580.57996, best error:       537.30420 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 167.2665405273s, input_fired_time: 2.0801177025, output_fired_time: 1.2695393562, propagate_forward_time: 67.6938781738, propagate_backward_time: 93.3006820679, weight_update_time: 0.1590452045, other_time: 2.9223098755
epoch time: 14.1541147232s, input_fired_time: 0.2332192510, output_fired_time: 0.0000000000, propagate_forward_time: 13.4283218384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925737381
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9844/10000 (98.44%), error:       614.16467, best error:       537.30420 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 167.0640563965s, input_fired_time: 2.0771889687, output_fired_time: 1.2741240263, propagate_forward_time: 67.5913543701, propagate_backward_time: 93.2397689819, weight_update_time: 0.1516630352, other_time: 2.8816146851
epoch time: 14.4127140045s, input_fired_time: 0.2392456979, output_fired_time: 0.0000000000, propagate_forward_time: 13.6439666748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295019150
validation[          , genome  6930] predictions:    9828/  10000 (98.28%), best:    9844/10000 (98.44%), error:       576.84528, best error:       537.30420 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 167.1933746338s, input_fired_time: 2.0736553669, output_fired_time: 1.2732735872, propagate_forward_time: 67.6283340454, propagate_backward_time: 93.3017272949, weight_update_time: 0.1505270600, other_time: 2.9163894653
epoch time: 14.1992435455s, input_fired_time: 0.2304366827, output_fired_time: 0.0000000000, propagate_forward_time: 13.4819822311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868249893
validation[          , genome  6930] predictions:    9797/  10000 (97.97%), best:    9844/10000 (98.44%), error:       624.29443, best error:       537.30420 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 167.8528442383s, input_fired_time: 2.0934836864, output_fired_time: 1.2849699259, propagate_forward_time: 67.9309768677, propagate_backward_time: 93.5856246948, weight_update_time: 0.1589108258, other_time: 2.9577789307
epoch time: 14.3999004364s, input_fired_time: 0.2456325591, output_fired_time: 0.0000000000, propagate_forward_time: 13.6200828552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341854095
validation[          , genome  6930] predictions:    9830/  10000 (98.30%), best:    9844/10000 (98.44%), error:       563.94208, best error:       537.30420 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 167.2895660400s, input_fired_time: 2.0912733078, output_fired_time: 1.2734277248, propagate_forward_time: 67.6355667114, propagate_backward_time: 93.3721008301, weight_update_time: 0.1523944139, other_time: 2.9171981812
epoch time: 14.3202295303s, input_fired_time: 0.2384636104, output_fired_time: 0.0000000000, propagate_forward_time: 13.5804738998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012922287
validation[          , genome  6930] predictions:    9814/  10000 (98.14%), best:    9844/10000 (98.44%), error:       600.59595, best error:       537.30420 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 166.4099273682s, input_fired_time: 2.0810427666, output_fired_time: 1.2681298256, propagate_forward_time: 67.2909240723, propagate_backward_time: 92.9312973022, weight_update_time: 0.1497875601, other_time: 2.8385391235
epoch time: 14.2481746674s, input_fired_time: 0.2402986884, output_fired_time: 0.0000000000, propagate_forward_time: 13.4945497513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133266449
validation[          , genome  6930] predictions:    9810/  10000 (98.10%), best:    9844/10000 (98.44%), error:       595.20892, best error:       537.30420 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 166.9468231201s, input_fired_time: 2.0904116631, output_fired_time: 1.2809514999, propagate_forward_time: 67.6010742188, propagate_backward_time: 93.0778656006, weight_update_time: 0.1502480656, other_time: 2.8965301514
epoch time: 14.1114587784s, input_fired_time: 0.2303300649, output_fired_time: 0.0000000000, propagate_forward_time: 13.3944492340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866790771
validation[          , genome  6930] predictions:    9828/  10000 (98.28%), best:    9844/10000 (98.44%), error:       575.79150, best error:       537.30420 on epoch:    76, 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: 71.4718246460s, input_fired_time: 1.1800358295, output_fired_time: 0.0000000000, propagate_forward_time: 67.7032775879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5885086060
best training[          , genome  6930] predictions:   49899/  50000 (99.80%), best:    9844/10000 (98.44%), error:       629.82001, best error:       537.30420 on epoch:    76, 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: 14.2178192139s, input_fired_time: 0.2286432236, output_fired_time: 0.0000000000, propagate_forward_time: 13.4861021042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030736923
   testing[          , genome  6930] predictions:    9843/  10000 (98.43%), best:    9844/10000 (98.44%), error:       494.72968, best error:       537.30420 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:23:18 (26764): called boinc_finish(0)

</stderr_txt>
]]>