Nameexact_genome_1512568488_41_5224_1
Workunit2597416
Created7 Dec 2017, 13:50:03 UTC
Sent7 Dec 2017, 13:54:52 UTC
Report deadline14 Dec 2017, 19:05:04 UTC
Received9 Dec 2017, 8:06:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 49 min 59 sec
CPU time3 hours 45 min 20 sec
Validate stateValid
Credit1,803.86
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.23 MB
Peak swap size153.62 MB
Peak disk usage1.71 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, other_time: 0.5493783951
validation[          , genome  5224] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1361.64453, best error:      1361.64453 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 122.4600601196s, input_fired_time: 1.2768453360, output_fired_time: 1.2656506300, propagate_forward_time: 48.1319313049, propagate_backward_time: 68.8328018188, weight_update_time: 0.1652076244, other_time: 2.9528274536
epoch time: 10.2831573486s, input_fired_time: 0.1597302258, output_fired_time: 0.0000000000, propagate_forward_time: 9.5855646133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378627777
validation[          , genome  5224] predictions:    9516/  10000 (95.16%), best:    9617/10000 (96.17%), error:      1624.13428, best error:      1361.64453 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 123.1524276733s, input_fired_time: 1.2767264843, output_fired_time: 1.2759555578, propagate_forward_time: 48.3349380493, propagate_backward_time: 69.3137207031, weight_update_time: 0.1650055498, other_time: 2.9510879517
epoch time: 10.0971841812s, input_fired_time: 0.1581043601, output_fired_time: 0.0000000000, propagate_forward_time: 9.4086961746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303840637
validation[          , genome  5224] predictions:    9599/  10000 (95.99%), best:    9617/10000 (96.17%), error:      1399.35339, best error:      1361.64453 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.9528045654s, input_fired_time: 1.2762407064, output_fired_time: 1.2658871412, propagate_forward_time: 48.3128662109, propagate_backward_time: 69.1528396606, weight_update_time: 0.1642081738, other_time: 2.9449768066
epoch time: 10.4411725998s, input_fired_time: 0.1582169533, output_fired_time: 0.0000000000, propagate_forward_time: 9.7528924942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300626755
validation[          , genome  5224] predictions:    9556/  10000 (95.56%), best:    9617/10000 (96.17%), error:      1489.80579, best error:      1361.64453 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 123.4979553223s, input_fired_time: 1.2762240171, output_fired_time: 1.2712553740, propagate_forward_time: 48.4179611206, propagate_backward_time: 69.5934906006, weight_update_time: 0.1678489745, other_time: 2.9390258789
epoch time: 10.1675405502s, input_fired_time: 0.1574655175, output_fired_time: 0.0000000000, propagate_forward_time: 9.4896793365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203952789
validation[          , genome  5224] predictions:    9591/  10000 (95.91%), best:    9617/10000 (96.17%), error:      1388.59656, best error:      1361.64453 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 122.8967666626s, input_fired_time: 1.2845455408, output_fired_time: 1.2640410662, propagate_forward_time: 48.1924705505, propagate_backward_time: 69.2009201050, weight_update_time: 0.1646609753, other_time: 2.9547958374
epoch time: 10.2903566360s, input_fired_time: 0.1584868133, output_fired_time: 0.0000000000, propagate_forward_time: 9.5944938660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373764038
validation[          , genome  5224] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1345.01270, best error:      1345.01270 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 123.5906829834s, input_fired_time: 1.2862155437, output_fired_time: 1.2736332417, propagate_forward_time: 48.3882980347, propagate_backward_time: 69.6992263794, weight_update_time: 0.1659790725, other_time: 2.9433059692
epoch time: 10.1956920624s, input_fired_time: 0.1609125584, output_fired_time: 0.0000000000, propagate_forward_time: 9.4905138016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442657471
validation[          , genome  5224] predictions:    9613/  10000 (96.13%), best:    9599/10000 (95.99%), error:      1361.64099, best error:      1345.01270 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.2826232910s, input_fired_time: 1.2704689503, output_fired_time: 1.2565997839, propagate_forward_time: 48.1102828979, propagate_backward_time: 68.6921920776, weight_update_time: 0.1656817049, other_time: 2.9530792236
epoch time: 10.5302467346s, input_fired_time: 0.1593829244, output_fired_time: 0.0000000000, propagate_forward_time: 9.8275718689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432920456
validation[          , genome  5224] predictions:    9566/  10000 (95.66%), best:    9599/10000 (95.99%), error:      1442.37439, best error:      1345.01270 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.2988815308s, input_fired_time: 1.2802656889, output_fired_time: 1.2507753372, propagate_forward_time: 47.9818229675, propagate_backward_time: 68.8466033936, weight_update_time: 0.1667501628, other_time: 2.9394073486
epoch time: 10.3386526108s, input_fired_time: 0.1593263745, output_fired_time: 0.0000000000, propagate_forward_time: 9.6564798355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228462219
validation[          , genome  5224] predictions:    9585/  10000 (95.85%), best:    9599/10000 (95.99%), error:      1372.00024, best error:      1345.01270 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 122.7103652954s, input_fired_time: 1.2818816900, output_fired_time: 1.2612040043, propagate_forward_time: 48.1040344238, propagate_backward_time: 69.1184539795, weight_update_time: 0.1652311832, other_time: 2.9447860718
epoch time: 10.2395315170s, input_fired_time: 0.1616231054, output_fired_time: 0.0000000000, propagate_forward_time: 9.5315332413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463752747
validation[          , genome  5224] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1305.97705, best error:      1305.97705 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 122.9535980225s, input_fired_time: 1.2746524811, output_fired_time: 1.2654087543, propagate_forward_time: 48.2429504395, propagate_backward_time: 69.2406997681, weight_update_time: 0.1672599912, other_time: 2.9298858643
epoch time: 10.2048597336s, input_fired_time: 0.1590166390, output_fired_time: 0.0000000000, propagate_forward_time: 9.5212755203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245676041
validation[          , genome  5224] predictions:    9610/  10000 (96.10%), best:    9613/10000 (96.13%), error:      1358.29578, best error:      1305.97705 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 123.4463729858s, input_fired_time: 1.2825089693, output_fired_time: 1.2696117163, propagate_forward_time: 48.4198188782, propagate_backward_time: 69.5396347046, weight_update_time: 0.1658015549, other_time: 2.9347915649
epoch time: 10.1719379425s, input_fired_time: 0.1605145782, output_fired_time: 0.0000000000, propagate_forward_time: 9.4773120880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341110229
validation[          , genome  5224] predictions:    9604/  10000 (96.04%), best:    9613/10000 (96.13%), error:      1369.13550, best error:      1305.97705 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 123.8229293823s, input_fired_time: 1.2950838804, output_fired_time: 1.2697988749, propagate_forward_time: 48.5028266907, propagate_backward_time: 69.7954483032, weight_update_time: 0.1667621732, other_time: 2.9597702026
epoch time: 10.7400617599s, input_fired_time: 0.1664520502, output_fired_time: 0.0000000000, propagate_forward_time: 10.0228328705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507764816
validation[          , genome  5224] predictions:    9576/  10000 (95.76%), best:    9613/10000 (96.13%), error:      1449.81165, best error:      1305.97705 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 122.9533691406s, input_fired_time: 1.2853515148, output_fired_time: 1.2665456533, propagate_forward_time: 48.1885261536, propagate_backward_time: 69.2953414917, weight_update_time: 0.1635603607, other_time: 2.9175949097
epoch time: 10.3968420029s, input_fired_time: 0.1640760154, output_fired_time: 0.0000000000, propagate_forward_time: 9.6824989319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502672195
validation[          , genome  5224] predictions:    9604/  10000 (96.04%), best:    9613/10000 (96.13%), error:      1365.71729, best error:      1305.97705 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 123.1064147949s, input_fired_time: 1.2916243076, output_fired_time: 1.2681411505, propagate_forward_time: 48.5012550354, propagate_backward_time: 69.1126098633, weight_update_time: 0.1675943285, other_time: 2.9327850342
epoch time: 10.3332023621s, input_fired_time: 0.1612259895, output_fired_time: 0.0000000000, propagate_forward_time: 9.6336584091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383176804
validation[          , genome  5224] predictions:    9603/  10000 (96.03%), best:    9613/10000 (96.13%), error:      1375.83960, best error:      1305.97705 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 123.4380874634s, input_fired_time: 1.2887585163, output_fired_time: 1.2667828798, propagate_forward_time: 48.3541831970, propagate_backward_time: 69.5809020996, weight_update_time: 0.1650050133, other_time: 2.9474639893
epoch time: 10.2528886795s, input_fired_time: 0.1595031321, output_fired_time: 0.0000000000, propagate_forward_time: 9.5639867783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293989182
validation[          , genome  5224] predictions:    9544/  10000 (95.44%), best:    9613/10000 (96.13%), error:      1470.30518, best error:      1305.97705 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.5113983154s, input_fired_time: 1.2895140648, output_fired_time: 1.2656233311, propagate_forward_time: 48.5254516602, propagate_backward_time: 69.4706420898, weight_update_time: 0.1670854688, other_time: 2.9601669312
epoch time: 10.6064510345s, input_fired_time: 0.1628660262, output_fired_time: 0.0000000000, propagate_forward_time: 9.9010086060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425767899
validation[          , genome  5224] predictions:    9602/  10000 (96.02%), best:    9613/10000 (96.13%), error:      1346.69153, best error:      1305.97705 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 124.4222640991s, input_fired_time: 1.2976170778, output_fired_time: 1.2787207365, propagate_forward_time: 48.7564277649, propagate_backward_time: 70.1211776733, weight_update_time: 0.1682108045, other_time: 2.9683303833
epoch time: 10.3833274841s, input_fired_time: 0.1634122580, output_fired_time: 0.0000000000, propagate_forward_time: 9.6834535599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364618301
validation[          , genome  5224] predictions:    9609/  10000 (96.09%), best:    9613/10000 (96.13%), error:      1343.28284, best error:      1305.97705 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.9363708496s, input_fired_time: 1.2845381498, output_fired_time: 1.2597379684, propagate_forward_time: 48.1751632690, propagate_backward_time: 69.2500305176, weight_update_time: 0.1683921218, other_time: 2.9669036865
epoch time: 10.2768526077s, input_fired_time: 0.1604433507, output_fired_time: 0.0000000000, propagate_forward_time: 9.5905370712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258722305
validation[          , genome  5224] predictions:    9587/  10000 (95.87%), best:    9613/10000 (96.13%), error:      1409.30652, best error:      1305.97705 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 123.1928176880s, input_fired_time: 1.2846370935, output_fired_time: 1.2602039576, propagate_forward_time: 48.2882919312, propagate_backward_time: 69.4148941040, weight_update_time: 0.1652677506, other_time: 2.9447937012
epoch time: 10.2494297028s, input_fired_time: 0.1600881219, output_fired_time: 0.0000000000, propagate_forward_time: 9.5547189713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346221924
validation[          , genome  5224] predictions:    9576/  10000 (95.76%), best:    9613/10000 (96.13%), error:      1447.06970, best error:      1305.97705 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.4585494995s, input_fired_time: 1.2771939039, output_fired_time: 1.2634038925, propagate_forward_time: 47.9395217896, propagate_backward_time: 69.0491104126, weight_update_time: 0.1646622717, other_time: 2.9293212891
epoch time: 10.0871286392s, input_fired_time: 0.1587983817, output_fired_time: 0.0000000000, propagate_forward_time: 9.3957147598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326156616
validation[          , genome  5224] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1251.17944, best error:      1251.17944 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 122.7730636597s, input_fired_time: 1.2932181358, output_fired_time: 1.2521619797, propagate_forward_time: 48.1510353088, propagate_backward_time: 69.0950546265, weight_update_time: 0.1678613871, other_time: 2.9815902710
epoch time: 10.4591569901s, input_fired_time: 0.1629528105, output_fired_time: 0.0000000000, propagate_forward_time: 9.7574396133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387649536
validation[          , genome  5224] predictions:    9623/  10000 (96.23%), best:    9649/10000 (96.49%), error:      1324.44812, best error:      1251.17944 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 123.2253723145s, input_fired_time: 1.2980979681, output_fired_time: 1.2692375183, propagate_forward_time: 48.3972854614, propagate_backward_time: 69.3064346313, weight_update_time: 0.1659903377, other_time: 2.9543151855
epoch time: 10.5199880600s, input_fired_time: 0.1636980772, output_fired_time: 0.0000000000, propagate_forward_time: 9.8175897598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387001038
validation[          , genome  5224] predictions:    9623/  10000 (96.23%), best:    9649/10000 (96.49%), error:      1277.84814, best error:      1251.17944 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 123.5416107178s, input_fired_time: 1.2905802727, output_fired_time: 1.2747794390, propagate_forward_time: 48.4335403442, propagate_backward_time: 69.5887222290, weight_update_time: 0.1644882560, other_time: 2.9539871216
epoch time: 10.2300806046s, input_fired_time: 0.1607941240, output_fired_time: 0.0000000000, propagate_forward_time: 9.5390634537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302228928
validation[          , genome  5224] predictions:    9601/  10000 (96.01%), best:    9649/10000 (96.49%), error:      1366.51086, best error:      1251.17944 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 124.0917053223s, input_fired_time: 1.2990169525, output_fired_time: 1.2790331841, propagate_forward_time: 48.6980972290, propagate_backward_time: 69.8413772583, weight_update_time: 0.1683181822, other_time: 2.9741821289
epoch time: 10.4868974686s, input_fired_time: 0.1650799513, output_fired_time: 0.0000000000, propagate_forward_time: 9.7856721878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361452103
validation[          , genome  5224] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1210.21802, best error:      1210.21802 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 122.2523345947s, input_fired_time: 1.2862184048, output_fired_time: 1.2577217817, propagate_forward_time: 47.8424682617, propagate_backward_time: 68.9215850830, weight_update_time: 0.1654248685, other_time: 2.9443435669
epoch time: 10.6301746368s, input_fired_time: 0.1637839973, output_fired_time: 0.0000000000, propagate_forward_time: 9.9235048294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428857803
validation[          , genome  5224] predictions:    9609/  10000 (96.09%), best:    9668/10000 (96.68%), error:      1281.45532, best error:      1210.21802 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 123.1996383667s, input_fired_time: 1.2857928276, output_fired_time: 1.2678027153, propagate_forward_time: 48.2848739624, propagate_backward_time: 69.4110260010, weight_update_time: 0.1659243554, other_time: 2.9501495361
epoch time: 10.4318180084s, input_fired_time: 0.1633793712, output_fired_time: 0.0000000000, propagate_forward_time: 9.7290630341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393753052
validation[          , genome  5224] predictions:    9643/  10000 (96.43%), best:    9668/10000 (96.68%), error:      1249.55566, best error:      1210.21802 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.5787811279s, input_fired_time: 1.2886315584, output_fired_time: 1.2679626942, propagate_forward_time: 47.8281974792, propagate_backward_time: 69.2436599731, weight_update_time: 0.1653626263, other_time: 2.9503250122
epoch time: 10.3354339600s, input_fired_time: 0.1631954908, output_fired_time: 0.0000000000, propagate_forward_time: 9.6244153976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478229523
validation[          , genome  5224] predictions:    9636/  10000 (96.36%), best:    9668/10000 (96.68%), error:      1234.17419, best error:      1210.21802 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 122.7583160400s, input_fired_time: 1.2873543501, output_fired_time: 1.2670580149, propagate_forward_time: 48.1498413086, propagate_backward_time: 69.0962829590, weight_update_time: 0.1665480584, other_time: 2.9577789307
epoch time: 10.2939481735s, input_fired_time: 0.1622205526, output_fired_time: 0.0000000000, propagate_forward_time: 9.6003522873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313749313
validation[          , genome  5224] predictions:    9601/  10000 (96.01%), best:    9668/10000 (96.68%), error:      1331.69128, best error:      1210.21802 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 123.2488403320s, input_fired_time: 1.2960865498, output_fired_time: 1.2624566555, propagate_forward_time: 48.3414764404, propagate_backward_time: 69.4143676758, weight_update_time: 0.1668886393, other_time: 2.9344482422
epoch time: 10.3043117523s, input_fired_time: 0.1653555632, output_fired_time: 0.0000000000, propagate_forward_time: 9.5903959274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485601425
validation[          , genome  5224] predictions:    9633/  10000 (96.33%), best:    9668/10000 (96.68%), error:      1215.45020, best error:      1210.21802 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.7019653320s, input_fired_time: 1.2833671570, output_fired_time: 1.2586369514, propagate_forward_time: 48.0809631348, propagate_backward_time: 69.1509704590, weight_update_time: 0.1659684628, other_time: 2.9280242920
epoch time: 10.4252548218s, input_fired_time: 0.1658648252, output_fired_time: 0.0000000000, propagate_forward_time: 9.7209682465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384216309
validation[          , genome  5224] predictions:    9625/  10000 (96.25%), best:    9668/10000 (96.68%), error:      1283.73206, best error:      1210.21802 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 124.2713623047s, input_fired_time: 1.3101855516, output_fired_time: 1.2849638462, propagate_forward_time: 48.7810554504, propagate_backward_time: 69.9309539795, weight_update_time: 0.1678373516, other_time: 2.9642028809
epoch time: 10.1510715485s, input_fired_time: 0.1602412462, output_fired_time: 0.0000000000, propagate_forward_time: 9.4590759277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317544937
validation[          , genome  5224] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1195.36987, best error:      1195.36987 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 125.2086944580s, input_fired_time: 1.3189707994, output_fired_time: 1.2932463884, propagate_forward_time: 49.2236022949, propagate_backward_time: 70.3700485229, weight_update_time: 0.1676485837, other_time: 3.0028305054
epoch time: 10.2147235870s, input_fired_time: 0.1650211960, output_fired_time: 0.0000000000, propagate_forward_time: 9.5202121735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294904709
validation[          , genome  5224] predictions:    9650/  10000 (96.50%), best:    9644/10000 (96.44%), error:      1212.29871, best error:      1195.36987 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 122.7962112427s, input_fired_time: 1.2916842699, output_fired_time: 1.2671293020, propagate_forward_time: 48.1822738647, propagate_backward_time: 69.1058883667, weight_update_time: 0.1675336808, other_time: 2.9492340088
epoch time: 10.1834049225s, input_fired_time: 0.1587632596, output_fired_time: 0.0000000000, propagate_forward_time: 9.4949483871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296936035
validation[          , genome  5224] predictions:    9655/  10000 (96.55%), best:    9644/10000 (96.44%), error:      1249.61646, best error:      1195.36987 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.3649826050s, input_fired_time: 1.2966678143, output_fired_time: 1.2686007023, propagate_forward_time: 48.4002799988, propagate_backward_time: 69.4506683350, weight_update_time: 0.1648203582, other_time: 2.9487609863
epoch time: 9.9204206467s, input_fired_time: 0.1552070975, output_fired_time: 0.0000000000, propagate_forward_time: 9.2520179749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131959915
validation[          , genome  5224] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1181.78015, best error:      1181.78015 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.4161453247s, input_fired_time: 1.2966008186, output_fired_time: 1.2724348307, propagate_forward_time: 48.4821510315, propagate_backward_time: 69.4050216675, weight_update_time: 0.1668891311, other_time: 2.9599380493
epoch time: 10.3344278336s, input_fired_time: 0.1623197496, output_fired_time: 0.0000000000, propagate_forward_time: 9.6409111023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311965942
validation[          , genome  5224] predictions:    9607/  10000 (96.07%), best:    9658/10000 (96.58%), error:      1361.22388, best error:      1181.78015 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 122.4354553223s, input_fired_time: 1.2862490416, output_fired_time: 1.2538585663, propagate_forward_time: 47.9404411316, propagate_backward_time: 69.0054092407, weight_update_time: 0.1671833694, other_time: 2.9495010376
epoch time: 10.3906660080s, input_fired_time: 0.1634434164, output_fired_time: 0.0000000000, propagate_forward_time: 9.6930646896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341577530
validation[          , genome  5224] predictions:    9616/  10000 (96.16%), best:    9658/10000 (96.58%), error:      1310.69299, best error:      1181.78015 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 123.2503890991s, input_fired_time: 1.2978944778, output_fired_time: 1.2709779739, propagate_forward_time: 48.2531242371, propagate_backward_time: 69.4810943604, weight_update_time: 0.1658923626, other_time: 2.9472961426
epoch time: 10.6315641403s, input_fired_time: 0.1666963547, output_fired_time: 0.0000000000, propagate_forward_time: 9.9272575378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376100540
validation[          , genome  5224] predictions:    9621/  10000 (96.21%), best:    9658/10000 (96.58%), error:      1276.52771, best error:      1181.78015 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 123.4540557861s, input_fired_time: 1.3007005453, output_fired_time: 1.2764221430, propagate_forward_time: 48.5234489441, propagate_backward_time: 69.3935852051, weight_update_time: 0.1679142714, other_time: 2.9598999023
epoch time: 10.4314308167s, input_fired_time: 0.1653732806, output_fired_time: 0.0000000000, propagate_forward_time: 9.7282590866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377988815
validation[          , genome  5224] predictions:    9652/  10000 (96.52%), best:    9658/10000 (96.58%), error:      1210.16089, best error:      1181.78015 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.3568725586s, input_fired_time: 1.2949078083, output_fired_time: 1.2689802647, propagate_forward_time: 48.3131675720, propagate_backward_time: 69.5140914917, weight_update_time: 0.1666371822, other_time: 2.9657211304
epoch time: 10.4481267929s, input_fired_time: 0.1616524011, output_fired_time: 0.0000000000, propagate_forward_time: 9.7440547943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424194336
validation[          , genome  5224] predictions:    9639/  10000 (96.39%), best:    9658/10000 (96.58%), error:      1260.74695, best error:      1181.78015 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 123.1580734253s, input_fired_time: 1.2908662558, output_fired_time: 1.2694058418, propagate_forward_time: 48.1847114563, propagate_backward_time: 69.4613418579, weight_update_time: 0.1653473675, other_time: 2.9517440796
epoch time: 10.2590665817s, input_fired_time: 0.1603917032, output_fired_time: 0.0000000000, propagate_forward_time: 9.5751829147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234918594
validation[          , genome  5224] predictions:    9626/  10000 (96.26%), best:    9658/10000 (96.58%), error:      1229.49353, best error:      1181.78015 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.4021530151s, input_fired_time: 1.2856562138, output_fired_time: 1.2530434132, propagate_forward_time: 48.0188713074, propagate_backward_time: 68.9287567139, weight_update_time: 0.1644859761, other_time: 2.9158172607
epoch time: 10.4961862564s, input_fired_time: 0.1668330431, output_fired_time: 0.0000000000, propagate_forward_time: 9.7982101440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311431885
validation[          , genome  5224] predictions:    9624/  10000 (96.24%), best:    9658/10000 (96.58%), error:      1276.87036, best error:      1181.78015 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.8088684082s, input_fired_time: 1.2918609381, output_fired_time: 1.2562290430, propagate_forward_time: 47.9969291687, propagate_backward_time: 69.3024673462, weight_update_time: 0.1670316160, other_time: 2.9613876343
epoch time: 10.5075235367s, input_fired_time: 0.1662209481, output_fired_time: 0.0000000000, propagate_forward_time: 9.8025741577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387287140
validation[          , genome  5224] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1296.78357, best error:      1181.78015 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.1263122559s, input_fired_time: 1.2908889055, output_fired_time: 1.2640056610, propagate_forward_time: 47.8997192383, propagate_backward_time: 68.7146759033, weight_update_time: 0.1629362702, other_time: 2.9570236206
epoch time: 10.1155672073s, input_fired_time: 0.1584511548, output_fired_time: 0.0000000000, propagate_forward_time: 9.4273118973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298042297
validation[          , genome  5224] predictions:    9607/  10000 (96.07%), best:    9658/10000 (96.58%), error:      1315.47754, best error:      1181.78015 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.5550308228s, input_fired_time: 1.2947369814, output_fired_time: 1.2669770718, propagate_forward_time: 48.0920104980, propagate_backward_time: 68.9412612915, weight_update_time: 0.1661105156, other_time: 2.9600448608
epoch time: 10.6484241486s, input_fired_time: 0.1651315391, output_fired_time: 0.0000000000, propagate_forward_time: 9.9445505142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387420654
validation[          , genome  5224] predictions:    9647/  10000 (96.47%), best:    9658/10000 (96.58%), error:      1217.01013, best error:      1181.78015 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.3601608276s, input_fired_time: 1.2919417620, output_fired_time: 1.2628564835, propagate_forward_time: 48.3573493958, propagate_backward_time: 69.5053558350, weight_update_time: 0.1651256531, other_time: 2.9426574707
epoch time: 10.2313089371s, input_fired_time: 0.1637564003, output_fired_time: 0.0000000000, propagate_forward_time: 9.5308189392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367336273
validation[          , genome  5224] predictions:    9656/  10000 (96.56%), best:    9658/10000 (96.58%), error:      1190.61792, best error:      1181.78015 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 121.0920257568s, input_fired_time: 1.2802093029, output_fired_time: 1.2508629560, propagate_forward_time: 47.4867744446, propagate_backward_time: 68.1662902832, weight_update_time: 0.1654907912, other_time: 2.9078826904
epoch time: 10.2763652802s, input_fired_time: 0.1620402634, output_fired_time: 0.0000000000, propagate_forward_time: 9.5904283524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5238962173
validation[          , genome  5224] predictions:    9597/  10000 (95.97%), best:    9658/10000 (96.58%), error:      1326.75793, best error:      1181.78015 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 123.7115020752s, input_fired_time: 1.2872464657, output_fired_time: 1.2654261589, propagate_forward_time: 48.6232223511, propagate_backward_time: 69.5914688110, weight_update_time: 0.1679428816, other_time: 2.9441375732
epoch time: 10.5588445663s, input_fired_time: 0.1665383726, output_fired_time: 0.0000000000, propagate_forward_time: 9.8466701508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456361771
validation[          , genome  5224] predictions:    9634/  10000 (96.34%), best:    9658/10000 (96.58%), error:      1252.51685, best error:      1181.78015 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.3530731201s, input_fired_time: 1.2968430519, output_fired_time: 1.2544671297, propagate_forward_time: 48.0039710999, propagate_backward_time: 68.8605422974, weight_update_time: 0.1655397415, other_time: 2.9372482300
epoch time: 10.1703281403s, input_fired_time: 0.1612696350, output_fired_time: 0.0000000000, propagate_forward_time: 9.4800033569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290555954
validation[          , genome  5224] predictions:    9594/  10000 (95.94%), best:    9658/10000 (96.58%), error:      1371.20691, best error:      1181.78015 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.5261001587s, input_fired_time: 1.3000494242, output_fired_time: 1.2750303745, propagate_forward_time: 48.4931716919, propagate_backward_time: 69.5147552490, weight_update_time: 0.1652366072, other_time: 2.9430923462
epoch time: 10.2781734467s, input_fired_time: 0.1629871279, output_fired_time: 0.0000000000, propagate_forward_time: 9.5847930908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303936005
validation[          , genome  5224] predictions:    9636/  10000 (96.36%), best:    9658/10000 (96.58%), error:      1224.60510, best error:      1181.78015 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 123.7532730103s, input_fired_time: 1.3038243055, output_fired_time: 1.2728089094, propagate_forward_time: 48.4566688538, propagate_backward_time: 69.7426528931, weight_update_time: 0.1688661575, other_time: 2.9773178101
epoch time: 10.3188819885s, input_fired_time: 0.1627698839, output_fired_time: 0.0000000000, propagate_forward_time: 9.6320829391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240287781
validation[          , genome  5224] predictions:    9602/  10000 (96.02%), best:    9658/10000 (96.58%), error:      1324.63953, best error:      1181.78015 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 123.4169921875s, input_fired_time: 1.3061157465, output_fired_time: 1.2710169554, propagate_forward_time: 48.4219665527, propagate_backward_time: 69.4777069092, weight_update_time: 0.1661283225, other_time: 2.9401855469
epoch time: 10.3518791199s, input_fired_time: 0.1622525454, output_fired_time: 0.0000000000, propagate_forward_time: 9.6607942581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288324356
validation[          , genome  5224] predictions:    9645/  10000 (96.45%), best:    9658/10000 (96.58%), error:      1254.81604, best error:      1181.78015 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 122.0399017334s, input_fired_time: 1.2965245247, output_fired_time: 1.2552469969, propagate_forward_time: 47.8411369324, propagate_backward_time: 68.7212600708, weight_update_time: 0.1653460860, other_time: 2.9257278442
epoch time: 10.3757724762s, input_fired_time: 0.1637706310, output_fired_time: 0.0000000000, propagate_forward_time: 9.6839904785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280113220
validation[          , genome  5224] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1154.21765, best error:      1154.21765 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.0172042847s, input_fired_time: 1.3031681776, output_fired_time: 1.2698894739, propagate_forward_time: 48.3306121826, propagate_backward_time: 69.1599655151, weight_update_time: 0.1634883732, other_time: 2.9535675049
epoch time: 9.5875978470s, input_fired_time: 0.1549293697, output_fired_time: 0.0000000000, propagate_forward_time: 8.9217252731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109434128
validation[          , genome  5224] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1197.07190, best error:      1154.21765 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.9563751221s, input_fired_time: 1.2901407480, output_fired_time: 1.2599282265, propagate_forward_time: 48.0086746216, propagate_backward_time: 68.4907379150, weight_update_time: 0.1666628271, other_time: 2.9068984985
epoch time: 10.6339502335s, input_fired_time: 0.1652548909, output_fired_time: 0.0000000000, propagate_forward_time: 9.9335813522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351142883
validation[          , genome  5224] predictions:    9605/  10000 (96.05%), best:    9653/10000 (96.53%), error:      1369.20459, best error:      1154.21765 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.7341842651s, input_fired_time: 1.3004955053, output_fired_time: 1.2658901215, propagate_forward_time: 48.5437164307, propagate_backward_time: 69.6963500977, weight_update_time: 0.1685571671, other_time: 2.9277267456
epoch time: 10.5049610138s, input_fired_time: 0.1659240425, output_fired_time: 0.0000000000, propagate_forward_time: 9.8055496216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334873199
validation[          , genome  5224] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1227.43774, best error:      1154.21765 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.1161270142s, input_fired_time: 1.2974231243, output_fired_time: 1.2474924326, propagate_forward_time: 47.8538322449, propagate_backward_time: 68.7862243652, weight_update_time: 0.1658963710, other_time: 2.9311523438
epoch time: 10.3040180206s, input_fired_time: 0.1636015177, output_fired_time: 0.0000000000, propagate_forward_time: 9.6113481522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290679932
validation[          , genome  5224] predictions:    9561/  10000 (95.61%), best:    9653/10000 (96.53%), error:      1459.42517, best error:      1154.21765 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 123.3453750610s, input_fired_time: 1.3072584867, output_fired_time: 1.2660274506, propagate_forward_time: 48.3645820618, propagate_backward_time: 69.4440231323, weight_update_time: 0.1666505486, other_time: 2.9634780884
epoch time: 9.9871740341s, input_fired_time: 0.1596691757, output_fired_time: 0.0000000000, propagate_forward_time: 9.2998819351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276231766
validation[          , genome  5224] predictions:    9631/  10000 (96.31%), best:    9653/10000 (96.53%), error:      1272.49963, best error:      1154.21765 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 122.9001159668s, input_fired_time: 1.3009930849, output_fired_time: 1.2532489300, propagate_forward_time: 48.1310844421, propagate_backward_time: 69.2510910034, weight_update_time: 0.1668146849, other_time: 2.9636917114
epoch time: 10.1267566681s, input_fired_time: 0.1611560136, output_fired_time: 0.0000000000, propagate_forward_time: 9.4382905960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273103714
validation[          , genome  5224] predictions:    9527/  10000 (95.27%), best:    9653/10000 (96.53%), error:      1537.21301, best error:      1154.21765 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 123.3347854614s, input_fired_time: 1.3052513599, output_fired_time: 1.2611944675, propagate_forward_time: 48.4235763550, propagate_backward_time: 69.3884735107, weight_update_time: 0.1653585881, other_time: 2.9562911987
epoch time: 10.3308172226s, input_fired_time: 0.1631246358, output_fired_time: 0.0000000000, propagate_forward_time: 9.6387968063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288953781
validation[          , genome  5224] predictions:    9655/  10000 (96.55%), best:    9653/10000 (96.53%), error:      1212.18494, best error:      1154.21765 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.0968093872s, input_fired_time: 1.2821187973, output_fired_time: 1.2369868755, propagate_forward_time: 47.3905792236, propagate_backward_time: 68.2564315796, weight_update_time: 0.1654111743, other_time: 2.9306945801
epoch time: 10.5303630829s, input_fired_time: 0.1685621291, output_fired_time: 0.0000000000, propagate_forward_time: 9.8205814362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412197113
validation[          , genome  5224] predictions:    9665/  10000 (96.65%), best:    9653/10000 (96.53%), error:      1219.01685, best error:      1154.21765 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 122.0378723145s, input_fired_time: 1.2913297415, output_fired_time: 1.2490975857, propagate_forward_time: 48.0897865295, propagate_backward_time: 68.5004119873, weight_update_time: 0.1665360779, other_time: 2.9072418213
epoch time: 10.4478759766s, input_fired_time: 0.1656399816, output_fired_time: 0.0000000000, propagate_forward_time: 9.7380180359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442180634
validation[          , genome  5224] predictions:    9660/  10000 (96.60%), best:    9653/10000 (96.53%), error:      1203.91772, best error:      1154.21765 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.2014923096s, input_fired_time: 1.2964721918, output_fired_time: 1.2644977570, propagate_forward_time: 48.3100547791, propagate_backward_time: 69.3978729248, weight_update_time: 0.1654711664, other_time: 2.9326019287
epoch time: 10.2809896469s, input_fired_time: 0.1600044072, output_fired_time: 0.0000000000, propagate_forward_time: 9.5930490494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279359818
validation[          , genome  5224] predictions:    9637/  10000 (96.37%), best:    9653/10000 (96.53%), error:      1261.02136, best error:      1154.21765 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 123.2869186401s, input_fired_time: 1.3047857285, output_fired_time: 1.2683091164, propagate_forward_time: 48.4008598328, propagate_backward_time: 69.3558807373, weight_update_time: 0.1664083153, other_time: 2.9570770264
epoch time: 10.3340644836s, input_fired_time: 0.1627392024, output_fired_time: 0.0000000000, propagate_forward_time: 9.6389331818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323925018
validation[          , genome  5224] predictions:    9667/  10000 (96.67%), best:    9653/10000 (96.53%), error:      1154.64795, best error:      1154.21765 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.0482254028s, input_fired_time: 1.2980549335, output_fired_time: 1.2679044008, propagate_forward_time: 48.4734001160, propagate_backward_time: 69.0547637939, weight_update_time: 0.1678462774, other_time: 2.9541015625
epoch time: 10.3093729019s, input_fired_time: 0.1635463089, output_fired_time: 0.0000000000, propagate_forward_time: 9.6202497482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255765915
validation[          , genome  5224] predictions:    9641/  10000 (96.41%), best:    9653/10000 (96.53%), error:      1228.71899, best error:      1154.21765 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 122.3286514282s, input_fired_time: 1.3030930758, output_fired_time: 1.2612136602, propagate_forward_time: 47.8877182007, propagate_backward_time: 68.9378356934, weight_update_time: 0.1656546444, other_time: 2.9387893677
epoch time: 10.1000919342s, input_fired_time: 0.1622957885, output_fired_time: 0.0000000000, propagate_forward_time: 9.4091463089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286502838
validation[          , genome  5224] predictions:    9602/  10000 (96.02%), best:    9653/10000 (96.53%), error:      1320.75061, best error:      1154.21765 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.4304046631s, input_fired_time: 1.3112051487, output_fired_time: 1.2623904943, propagate_forward_time: 48.1045074463, propagate_backward_time: 68.8109436035, weight_update_time: 0.1642816812, other_time: 2.9413604736
epoch time: 10.5666418076s, input_fired_time: 0.1651502103, output_fired_time: 0.0000000000, propagate_forward_time: 9.8663768768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351142883
validation[          , genome  5224] predictions:    9656/  10000 (96.56%), best:    9653/10000 (96.53%), error:      1220.35205, best error:      1154.21765 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 122.0961990356s, input_fired_time: 1.2947900295, output_fired_time: 1.2614593506, propagate_forward_time: 47.7716369629, propagate_backward_time: 68.8220748901, weight_update_time: 0.1652130783, other_time: 2.9462356567
epoch time: 10.2232980728s, input_fired_time: 0.1631282717, output_fired_time: 0.0000000000, propagate_forward_time: 9.5331840515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269861221
validation[          , genome  5224] predictions:    9623/  10000 (96.23%), best:    9653/10000 (96.53%), error:      1298.90967, best error:      1154.21765 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 122.7121353149s, input_fired_time: 1.3005254269, output_fired_time: 1.2690331936, propagate_forward_time: 48.1820487976, propagate_backward_time: 69.0141067505, weight_update_time: 0.1659262031, other_time: 2.9464187622
epoch time: 10.4979963303s, input_fired_time: 0.1676900238, output_fired_time: 0.0000000000, propagate_forward_time: 9.7950458527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352602005
validation[          , genome  5224] predictions:    9551/  10000 (95.51%), best:    9653/10000 (96.53%), error:      1522.09521, best error:      1154.21765 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 123.3055191040s, input_fired_time: 1.3079168797, output_fired_time: 1.2708085775, propagate_forward_time: 48.3451499939, propagate_backward_time: 69.4386901855, weight_update_time: 0.1681061387, other_time: 2.9429626465
epoch time: 10.2337856293s, input_fired_time: 0.1639625281, output_fired_time: 0.0000000000, propagate_forward_time: 9.5355968475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342264175
validation[          , genome  5224] predictions:    9629/  10000 (96.29%), best:    9653/10000 (96.53%), error:      1258.82166, best error:      1154.21765 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 122.8557891846s, input_fired_time: 1.3062442541, output_fired_time: 1.2702919245, propagate_forward_time: 48.0364913940, propagate_backward_time: 69.2869873047, weight_update_time: 0.1676022857, other_time: 2.9557723999
epoch time: 10.5347452164s, input_fired_time: 0.1674007028, output_fired_time: 0.0000000000, propagate_forward_time: 9.8193464279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479984283
validation[          , genome  5224] predictions:    9654/  10000 (96.54%), best:    9653/10000 (96.53%), error:      1220.29333, best error:      1154.21765 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 122.1219940186s, input_fired_time: 1.3014193773, output_fired_time: 1.2707002163, propagate_forward_time: 48.0106201172, propagate_backward_time: 68.6159286499, weight_update_time: 0.1656283587, other_time: 2.9233245850
epoch time: 10.4297094345s, input_fired_time: 0.1643141955, output_fired_time: 0.0000000000, propagate_forward_time: 9.7287750244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366201401
validation[          , genome  5224] predictions:    9639/  10000 (96.39%), best:    9653/10000 (96.53%), error:      1235.20483, best error:      1154.21765 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.1910552979s, input_fired_time: 1.3103730679, output_fired_time: 1.2679748535, propagate_forward_time: 48.3696632385, propagate_backward_time: 69.2895584106, weight_update_time: 0.1659025401, other_time: 2.9534835815
epoch time: 10.7134246826s, input_fired_time: 0.1729632616, output_fired_time: 0.0000000000, propagate_forward_time: 9.9953804016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450811386
validation[          , genome  5224] predictions:    9650/  10000 (96.50%), best:    9653/10000 (96.53%), error:      1205.38318, best error:      1154.21765 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.6859130859s, input_fired_time: 1.3196439743, output_fired_time: 1.2694813013, propagate_forward_time: 48.6820449829, propagate_backward_time: 69.4600830078, weight_update_time: 0.1675894111, other_time: 2.9546661377
epoch time: 10.1081790924s, input_fired_time: 0.1617125273, output_fired_time: 0.0000000000, propagate_forward_time: 9.4237432480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227231979
validation[          , genome  5224] predictions:    9663/  10000 (96.63%), best:    9653/10000 (96.53%), error:      1165.80273, best error:      1154.21765 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.3957214355s, input_fired_time: 1.3065879345, output_fired_time: 1.2623286247, propagate_forward_time: 48.4537162781, propagate_backward_time: 69.4285736084, weight_update_time: 0.1680002362, other_time: 2.9445190430
epoch time: 10.2513322830s, input_fired_time: 0.1652263552, output_fired_time: 0.0000000000, propagate_forward_time: 9.5433015823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428047180
validation[          , genome  5224] predictions:    9654/  10000 (96.54%), best:    9653/10000 (96.53%), error:      1186.21228, best error:      1154.21765 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 122.1869354248s, input_fired_time: 1.3044502735, output_fired_time: 1.2585893869, propagate_forward_time: 47.8617935181, propagate_backward_time: 68.8323822021, weight_update_time: 0.1648493111, other_time: 2.9297180176
epoch time: 10.4317073822s, input_fired_time: 0.1673383266, output_fired_time: 0.0000000000, propagate_forward_time: 9.7187185287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456504822
validation[          , genome  5224] predictions:    9665/  10000 (96.65%), best:    9653/10000 (96.53%), error:      1167.74060, best error:      1154.21765 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.3036117554s, input_fired_time: 1.3046791553, output_fired_time: 1.2677925825, propagate_forward_time: 48.3230323792, propagate_backward_time: 69.4533615112, weight_update_time: 0.1671647429, other_time: 2.9547500610
epoch time: 10.5117378235s, input_fired_time: 0.1689129323, output_fired_time: 0.0000000000, propagate_forward_time: 9.7963304520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464944839
validation[          , genome  5224] predictions:    9654/  10000 (96.54%), best:    9653/10000 (96.53%), error:      1197.45020, best error:      1154.21765 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.5822830200s, input_fired_time: 1.3039447069, output_fired_time: 1.2622022629, propagate_forward_time: 48.1109504700, propagate_backward_time: 68.9806976318, weight_update_time: 0.1660138518, other_time: 2.9244842529
epoch time: 10.5224142075s, input_fired_time: 0.1684094667, output_fired_time: 0.0000000000, propagate_forward_time: 9.8114089966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425958633
validation[          , genome  5224] predictions:    9655/  10000 (96.55%), best:    9653/10000 (96.53%), error:      1177.52417, best error:      1154.21765 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 122.8709487915s, input_fired_time: 1.3165451288, output_fired_time: 1.2653858662, propagate_forward_time: 48.2674407959, propagate_backward_time: 69.0681533813, weight_update_time: 0.1660416275, other_time: 2.9534225464
epoch time: 10.1570863724s, input_fired_time: 0.1643783003, output_fired_time: 0.0000000000, propagate_forward_time: 9.4568061829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359020233
validation[          , genome  5224] predictions:    9642/  10000 (96.42%), best:    9653/10000 (96.53%), error:      1219.33142, best error:      1154.21765 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.3245925903s, input_fired_time: 1.3058944941, output_fired_time: 1.2556989193, propagate_forward_time: 48.0433883667, propagate_backward_time: 68.7965011597, weight_update_time: 0.1663504094, other_time: 2.9231109619
epoch time: 10.6191558838s, input_fired_time: 0.1655175537, output_fired_time: 0.0000000000, propagate_forward_time: 9.9202928543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333452225
validation[          , genome  5224] predictions:    9641/  10000 (96.41%), best:    9653/10000 (96.53%), error:      1206.15356, best error:      1154.21765 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 122.1138534546s, input_fired_time: 1.2988648415, output_fired_time: 1.2572416067, propagate_forward_time: 47.6548538208, propagate_backward_time: 68.9747467041, weight_update_time: 0.1667380929, other_time: 2.9281463623
epoch time: 10.4828329086s, input_fired_time: 0.1688790917, output_fired_time: 0.0000000000, propagate_forward_time: 9.7815332413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324201584
validation[          , genome  5224] predictions:    9652/  10000 (96.52%), best:    9653/10000 (96.53%), error:      1220.21716, best error:      1154.21765 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.5746231079s, input_fired_time: 1.3020045757, output_fired_time: 1.2504409552, propagate_forward_time: 47.6910362244, propagate_backward_time: 68.3858337402, weight_update_time: 0.1650785506, other_time: 2.9453125000
epoch time: 10.3602285385s, input_fired_time: 0.1644998491, output_fired_time: 0.0000000000, propagate_forward_time: 9.6618032455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339250565
validation[          , genome  5224] predictions:    9536/  10000 (95.36%), best:    9653/10000 (96.53%), error:      1554.39258, best error:      1154.21765 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 121.7019805908s, input_fired_time: 1.3010457754, output_fired_time: 1.2578096390, propagate_forward_time: 47.5621070862, propagate_backward_time: 68.6236267090, weight_update_time: 0.1653981358, other_time: 2.9573822021
epoch time: 10.4266242981s, input_fired_time: 0.1655015796, output_fired_time: 0.0000000000, propagate_forward_time: 9.7242650986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368576050
validation[          , genome  5224] predictions:    9633/  10000 (96.33%), best:    9653/10000 (96.53%), error:      1277.07666, best error:      1154.21765 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.8848114014s, input_fired_time: 1.3049581051, output_fired_time: 1.2625844479, propagate_forward_time: 47.9190902710, propagate_backward_time: 68.4677276611, weight_update_time: 0.1648475379, other_time: 2.9304580688
epoch time: 10.2193994522s, input_fired_time: 0.1645101011, output_fired_time: 0.0000000000, propagate_forward_time: 9.5247831345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301065445
validation[          , genome  5224] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1255.04480, best error:      1154.21765 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 122.9917526245s, input_fired_time: 1.3157515526, output_fired_time: 1.2712427378, propagate_forward_time: 48.2755508423, propagate_backward_time: 69.1622390747, weight_update_time: 0.1645683050, other_time: 2.9669723511
epoch time: 10.3487062454s, input_fired_time: 0.1637876034, output_fired_time: 0.0000000000, propagate_forward_time: 9.6503515244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345668793
validation[          , genome  5224] predictions:    9659/  10000 (96.59%), best:    9653/10000 (96.53%), error:      1194.60522, best error:      1154.21765 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 122.9811096191s, input_fired_time: 1.3117319345, output_fired_time: 1.2618927956, propagate_forward_time: 48.2793121338, propagate_backward_time: 69.1814041138, weight_update_time: 0.1656346321, other_time: 2.9467697144
epoch time: 10.3069391251s, input_fired_time: 0.1705485284, output_fired_time: 0.0000000000, propagate_forward_time: 9.5966453552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397453308
validation[          , genome  5224] predictions:    9636/  10000 (96.36%), best:    9653/10000 (96.53%), error:      1242.61304, best error:      1154.21765 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 123.5453033447s, input_fired_time: 1.3173363209, output_fired_time: 1.2766690254, propagate_forward_time: 48.4143486023, propagate_backward_time: 69.5792770386, weight_update_time: 0.1661042571, other_time: 2.9576644897
epoch time: 10.4391527176s, input_fired_time: 0.1674202532, output_fired_time: 0.0000000000, propagate_forward_time: 9.7178678513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538644791
validation[          , genome  5224] predictions:    9652/  10000 (96.52%), best:    9653/10000 (96.53%), error:      1196.34875, best error:      1154.21765 on epoch:    66, 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: 47.9048156738s, input_fired_time: 0.7829937935, output_fired_time: 0.0000000000, propagate_forward_time: 44.5161323547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6056900024
best training[          , genome  5224] predictions:   48993/  50000 (97.99%), best:    9653/10000 (96.53%), error:      3731.24097, best error:      1154.21765 on epoch:    66, 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: 9.1706981659s, input_fired_time: 0.1481990814, output_fired_time: 0.0000000000, propagate_forward_time: 8.5245161057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979829788
   testing[          , genome  5224] predictions:    9701/  10000 (97.01%), best:    9653/10000 (96.53%), error:      1058.28406, best error:      1154.21765 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:06:31 (4200): called boinc_finish(0)

</stderr_txt>
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