Nameexact_genome_1512568488_41_4784_0
Workunit2595216
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline12 Dec 2017, 4:41:53 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 29 min 54 sec
CPU time2 hours 28 min 52 sec
Validate stateValid
Credit1,174.65
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.82 MB
Peak swap size157.18 MB
Peak disk usage1.59 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1010717750, output_fired_time: 0.0000000000, propagate_forward_time: 6.0172090530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726781845
validation[          , genome  4784] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1429.34619, best error:      1429.34619 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.5775070190s, input_fired_time: 0.7887895703, output_fired_time: 0.7181961536, propagate_forward_time: 30.4355831146, propagate_backward_time: 46.9243888855, weight_update_time: 0.1206423640, other_time: 2.7105522156
epoch time: 6.6647434235s, input_fired_time: 0.0992839262, output_fired_time: 0.0000000000, propagate_forward_time: 6.0975852013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678745270
validation[          , genome  4784] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1371.98694, best error:      1371.98694 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.8885040283s, input_fired_time: 0.7876695991, output_fired_time: 0.7162279487, propagate_forward_time: 30.5395317078, propagate_backward_time: 47.1999588013, weight_update_time: 0.1174201667, other_time: 2.6451225281
epoch time: 6.5824937820s, input_fired_time: 0.1012853906, output_fired_time: 0.0000000000, propagate_forward_time: 6.0103273392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708809853
validation[          , genome  4784] predictions:    9554/  10000 (95.54%), best:    9594/10000 (95.94%), error:      1469.83936, best error:      1371.98694 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 80.0289840698s, input_fired_time: 0.7858574390, output_fired_time: 0.6964390874, propagate_forward_time: 29.7642173767, propagate_backward_time: 46.0632743835, weight_update_time: 0.1152008474, other_time: 2.7191925049
epoch time: 6.6229772568s, input_fired_time: 0.1009185687, output_fired_time: 0.0000000000, propagate_forward_time: 6.0537605286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682979584
validation[          , genome  4784] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1361.54846, best error:      1361.54846 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 80.3912200928s, input_fired_time: 0.7899482250, output_fired_time: 0.7043232322, propagate_forward_time: 29.9586162567, propagate_backward_time: 46.2525405884, weight_update_time: 0.1155548915, other_time: 2.6857910156
epoch time: 6.6994576454s, input_fired_time: 0.1002356783, output_fired_time: 0.0000000000, propagate_forward_time: 6.1330838203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661383629
validation[          , genome  4784] predictions:    9518/  10000 (95.18%), best:    9594/10000 (95.94%), error:      1603.70325, best error:      1361.54846 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.2087783813s, input_fired_time: 0.7743961215, output_fired_time: 0.7143619061, propagate_forward_time: 30.3489551544, propagate_backward_time: 46.7353477478, weight_update_time: 0.1156304106, other_time: 2.6357154846
epoch time: 6.4625973701s, input_fired_time: 0.0971280858, output_fired_time: 0.0000000000, propagate_forward_time: 5.9140944481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513750076
validation[          , genome  4784] predictions:    9596/  10000 (95.96%), best:    9594/10000 (95.94%), error:      1407.85974, best error:      1361.54846 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.2613372803s, input_fired_time: 0.7890244126, output_fired_time: 0.7146756053, propagate_forward_time: 30.2756271362, propagate_backward_time: 46.8281669617, weight_update_time: 0.1148820892, other_time: 2.6538429260
epoch time: 6.6990585327s, input_fired_time: 0.0976151973, output_fired_time: 0.0000000000, propagate_forward_time: 6.1211209297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803223610
validation[          , genome  4784] predictions:    9451/  10000 (94.51%), best:    9594/10000 (95.94%), error:      1745.75903, best error:      1361.54846 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.5010528564s, input_fired_time: 0.7978598475, output_fired_time: 0.7243983746, propagate_forward_time: 30.3755836487, propagate_backward_time: 46.9290390015, weight_update_time: 0.1148828417, other_time: 2.6741752625
epoch time: 6.6600446701s, input_fired_time: 0.0978198797, output_fired_time: 0.0000000000, propagate_forward_time: 6.1056594849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565653801
validation[          , genome  4784] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1308.42261, best error:      1308.42261 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.7495651245s, input_fired_time: 0.7925408483, output_fired_time: 0.7097140551, propagate_forward_time: 30.0701293945, propagate_backward_time: 46.5094299316, weight_update_time: 0.1153940037, other_time: 2.6677474976
epoch time: 6.6305303574s, input_fired_time: 0.0979204178, output_fired_time: 0.0000000000, propagate_forward_time: 6.0740761757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585337639
validation[          , genome  4784] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1290.38916, best error:      1290.38916 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.5581207275s, input_fired_time: 0.7850908637, output_fired_time: 0.7152406573, propagate_forward_time: 30.4580230713, propagate_backward_time: 46.9483528137, weight_update_time: 0.1144977361, other_time: 2.6514167786
epoch time: 6.9007282257s, input_fired_time: 0.0996129066, output_fired_time: 0.0000000000, propagate_forward_time: 6.3287639618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723515511
validation[          , genome  4784] predictions:    9532/  10000 (95.32%), best:    9620/10000 (96.20%), error:      1496.20508, best error:      1290.38916 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.2333068848s, input_fired_time: 0.8040586710, output_fired_time: 0.7155935764, propagate_forward_time: 30.2977485657, propagate_backward_time: 46.7693405151, weight_update_time: 0.1151901782, other_time: 2.6465644836
epoch time: 6.6270203590s, input_fired_time: 0.0982194915, output_fired_time: 0.0000000000, propagate_forward_time: 6.0649409294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638600349
validation[          , genome  4784] predictions:    9583/  10000 (95.83%), best:    9620/10000 (96.20%), error:      1414.29419, best error:      1290.38916 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.1074447632s, input_fired_time: 0.7972900867, output_fired_time: 0.7113603354, propagate_forward_time: 30.2281837463, propagate_backward_time: 46.7000694275, weight_update_time: 0.1199192628, other_time: 2.6705474854
epoch time: 6.8088388443s, input_fired_time: 0.0997724906, output_fired_time: 0.0000000000, propagate_forward_time: 6.2401056290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689607620
validation[          , genome  4784] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1289.36230, best error:      1289.36230 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.8104705811s, input_fired_time: 0.7857158184, output_fired_time: 0.7193126678, propagate_forward_time: 30.1665439606, propagate_backward_time: 46.4692001343, weight_update_time: 0.1153083518, other_time: 2.6697006226
epoch time: 6.5060496330s, input_fired_time: 0.0999904945, output_fired_time: 0.0000000000, propagate_forward_time: 5.9436359406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624233246
validation[          , genome  4784] predictions:    9542/  10000 (95.42%), best:    9629/10000 (96.29%), error:      1462.88965, best error:      1289.36230 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.8729705811s, input_fired_time: 0.7968345881, output_fired_time: 0.7134556174, propagate_forward_time: 30.1164302826, propagate_backward_time: 46.5388908386, weight_update_time: 0.1206004620, other_time: 2.7073554993
epoch time: 6.6691966057s, input_fired_time: 0.1011095792, output_fired_time: 0.0000000000, propagate_forward_time: 6.0978021622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702849388
validation[          , genome  4784] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1283.17761, best error:      1283.17761 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 82.3852996826s, input_fired_time: 0.8076170087, output_fired_time: 0.7200961113, propagate_forward_time: 30.7077922821, propagate_backward_time: 47.4450340271, weight_update_time: 0.1176004335, other_time: 2.7047615051
epoch time: 6.7043013573s, input_fired_time: 0.0992043912, output_fired_time: 0.0000000000, propagate_forward_time: 6.1396775246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654192924
validation[          , genome  4784] predictions:    9591/  10000 (95.91%), best:    9614/10000 (96.14%), error:      1355.32544, best error:      1283.17761 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.6855545044s, input_fired_time: 0.7961999178, output_fired_time: 0.7134901285, propagate_forward_time: 30.0306282043, propagate_backward_time: 46.4649353027, weight_update_time: 0.1159991473, other_time: 2.6802940369
epoch time: 6.5830016136s, input_fired_time: 0.0985670909, output_fired_time: 0.0000000000, propagate_forward_time: 6.0212097168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632248878
validation[          , genome  4784] predictions:    9609/  10000 (96.09%), best:    9614/10000 (96.14%), error:      1285.48010, best error:      1283.17761 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.1014862061s, input_fired_time: 0.8004740477, output_fired_time: 0.7158858776, propagate_forward_time: 30.2787208557, propagate_backward_time: 46.6568412781, weight_update_time: 0.1148255765, other_time: 2.6495590210
epoch time: 6.5659098625s, input_fired_time: 0.1036185846, output_fired_time: 0.0000000000, propagate_forward_time: 5.9946398735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676513672
validation[          , genome  4784] predictions:    9616/  10000 (96.16%), best:    9614/10000 (96.14%), error:      1316.70105, best error:      1283.17761 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.1289901733s, input_fired_time: 0.7943385839, output_fired_time: 0.7083616257, propagate_forward_time: 30.2293205261, propagate_backward_time: 46.7392692566, weight_update_time: 0.1226903349, other_time: 2.6576995850
epoch time: 6.5959124565s, input_fired_time: 0.1020136252, output_fired_time: 0.0000000000, propagate_forward_time: 6.0241146088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697842598
validation[          , genome  4784] predictions:    9471/  10000 (94.71%), best:    9614/10000 (96.14%), error:      1663.79102, best error:      1283.17761 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.0537872314s, input_fired_time: 0.7961178422, output_fired_time: 0.7054319382, propagate_forward_time: 30.2609157562, propagate_backward_time: 46.6232795715, weight_update_time: 0.1155902520, other_time: 2.6680412292
epoch time: 6.3154273033s, input_fired_time: 0.0970004797, output_fired_time: 0.0000000000, propagate_forward_time: 5.7699418068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484848976
validation[          , genome  4784] predictions:    9620/  10000 (96.20%), best:    9614/10000 (96.14%), error:      1296.15906, best error:      1283.17761 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.0457992554s, input_fired_time: 0.7885421515, output_fired_time: 0.7047110796, propagate_forward_time: 30.2350044250, propagate_backward_time: 46.6928482056, weight_update_time: 0.1144866869, other_time: 2.6246910095
epoch time: 6.7579236031s, input_fired_time: 0.1056727096, output_fired_time: 0.0000000000, propagate_forward_time: 6.1833262444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689245224
validation[          , genome  4784] predictions:    9605/  10000 (96.05%), best:    9614/10000 (96.14%), error:      1326.06372, best error:      1283.17761 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 82.7826461792s, input_fired_time: 0.8042871952, output_fired_time: 0.7182111144, propagate_forward_time: 30.8820457458, propagate_backward_time: 47.6101684570, weight_update_time: 0.1256307214, other_time: 2.7679328918
epoch time: 6.6635293961s, input_fired_time: 0.1015235037, output_fired_time: 0.0000000000, propagate_forward_time: 6.0845150948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774909019
validation[          , genome  4784] predictions:    9632/  10000 (96.32%), best:    9614/10000 (96.14%), error:      1304.10083, best error:      1283.17761 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 80.7509613037s, input_fired_time: 0.7900907993, output_fired_time: 0.7116480470, propagate_forward_time: 30.0593147278, propagate_backward_time: 46.5098495483, weight_update_time: 0.1152722538, other_time: 2.6800575256
epoch time: 6.5911998749s, input_fired_time: 0.0997930989, output_fired_time: 0.0000000000, propagate_forward_time: 6.0325045586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589023590
validation[          , genome  4784] predictions:    9596/  10000 (95.96%), best:    9614/10000 (96.14%), error:      1320.69434, best error:      1283.17761 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.3803634644s, input_fired_time: 0.7911955714, output_fired_time: 0.7160052061, propagate_forward_time: 30.3463935852, propagate_backward_time: 46.8847236633, weight_update_time: 0.1140252128, other_time: 2.6420440674
epoch time: 6.6418237686s, input_fired_time: 0.0999662876, output_fired_time: 0.0000000000, propagate_forward_time: 6.0771188736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647388458
validation[          , genome  4784] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1237.62109, best error:      1237.62109 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.4524154663s, input_fired_time: 0.7938154936, output_fired_time: 0.7095009685, propagate_forward_time: 30.3440513611, propagate_backward_time: 46.9621658325, weight_update_time: 0.1141683310, other_time: 2.6428794861
epoch time: 6.6217861176s, input_fired_time: 0.0995091051, output_fired_time: 0.0000000000, propagate_forward_time: 6.0575375557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647393227
validation[          , genome  4784] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1202.85339, best error:      1202.85339 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.7082595825s, input_fired_time: 0.7907058597, output_fired_time: 0.7205645442, propagate_forward_time: 30.4866523743, propagate_backward_time: 47.0726547241, weight_update_time: 0.1140224785, other_time: 2.6376838684
epoch time: 6.6155996323s, input_fired_time: 0.1017571911, output_fired_time: 0.0000000000, propagate_forward_time: 6.0580973625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557452202
validation[          , genome  4784] predictions:    9631/  10000 (96.31%), best:    9649/10000 (96.49%), error:      1254.31458, best error:      1202.85339 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.4727783203s, input_fired_time: 0.7971068621, output_fired_time: 0.7234416008, propagate_forward_time: 30.3412284851, propagate_backward_time: 46.9149780273, weight_update_time: 0.1150859743, other_time: 2.6960258484
epoch time: 6.5787358284s, input_fired_time: 0.1010133028, output_fired_time: 0.0000000000, propagate_forward_time: 6.0160326958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616899490
validation[          , genome  4784] predictions:    9640/  10000 (96.40%), best:    9649/10000 (96.49%), error:      1251.65540, best error:      1202.85339 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.5143203735s, input_fired_time: 0.7926843166, output_fired_time: 0.7057656646, propagate_forward_time: 29.9901199341, propagate_backward_time: 46.3723449707, weight_update_time: 0.1147519052, other_time: 2.6534042358
epoch time: 6.6853785515s, input_fired_time: 0.1044000238, output_fired_time: 0.0000000000, propagate_forward_time: 6.0903711319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906072617
validation[          , genome  4784] predictions:    9623/  10000 (96.23%), best:    9649/10000 (96.49%), error:      1234.30640, best error:      1202.85339 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 82.5189208984s, input_fired_time: 0.8120543361, output_fired_time: 0.7445800304, propagate_forward_time: 30.6949100494, propagate_backward_time: 47.5088081360, weight_update_time: 0.1240622774, other_time: 2.7585639954
epoch time: 6.6229338646s, input_fired_time: 0.1017177030, output_fired_time: 0.0000000000, propagate_forward_time: 6.0525636673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686527252
validation[          , genome  4784] predictions:    9602/  10000 (96.02%), best:    9649/10000 (96.49%), error:      1322.30835, best error:      1202.85339 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.7863235474s, input_fired_time: 0.8091010451, output_fired_time: 0.7105033398, propagate_forward_time: 30.1299343109, propagate_backward_time: 46.4711227417, weight_update_time: 0.1157708243, other_time: 2.6656646729
epoch time: 6.7294111252s, input_fired_time: 0.1098868251, output_fired_time: 0.0000000000, propagate_forward_time: 6.1351199150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844045639
validation[          , genome  4784] predictions:    9597/  10000 (95.97%), best:    9649/10000 (96.49%), error:      1393.73291, best error:      1202.85339 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.9456863403s, input_fired_time: 0.8022954464, output_fired_time: 0.7141476274, propagate_forward_time: 30.1702957153, propagate_backward_time: 46.6067771912, weight_update_time: 0.1149351671, other_time: 2.6521720886
epoch time: 6.6754293442s, input_fired_time: 0.1015440151, output_fired_time: 0.0000000000, propagate_forward_time: 6.1036558151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702296257
validation[          , genome  4784] predictions:    9614/  10000 (96.14%), best:    9649/10000 (96.49%), error:      1269.11829, best error:      1202.85339 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.1142883301s, input_fired_time: 0.7934077978, output_fired_time: 0.7036730051, propagate_forward_time: 30.2615509033, propagate_backward_time: 46.6773643494, weight_update_time: 0.1200708598, other_time: 2.6782875061
epoch time: 6.7215480804s, input_fired_time: 0.0998951048, output_fired_time: 0.0000000000, propagate_forward_time: 6.1566753387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649777412
validation[          , genome  4784] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1195.49072, best error:      1195.49072 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 80.0433654785s, input_fired_time: 0.7944840193, output_fired_time: 0.6973400712, propagate_forward_time: 29.7655220032, propagate_backward_time: 46.0683555603, weight_update_time: 0.1147473902, other_time: 2.7176589966
epoch time: 6.6045179367s, input_fired_time: 0.0988464952, output_fired_time: 0.0000000000, propagate_forward_time: 6.0513434410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543280602
validation[          , genome  4784] predictions:    9547/  10000 (95.47%), best:    9641/10000 (96.41%), error:      1466.01233, best error:      1195.49072 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.4215164185s, input_fired_time: 0.7945279479, output_fired_time: 0.7012699842, propagate_forward_time: 29.9519863129, propagate_backward_time: 46.3034591675, weight_update_time: 0.1148574948, other_time: 2.6702728271
epoch time: 6.5256528854s, input_fired_time: 0.0990546048, output_fired_time: 0.0000000000, propagate_forward_time: 5.9716749191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549231529
validation[          , genome  4784] predictions:    9632/  10000 (96.32%), best:    9641/10000 (96.41%), error:      1229.44604, best error:      1195.49072 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.4030303955s, input_fired_time: 0.8046395183, output_fired_time: 0.7188660502, propagate_forward_time: 30.2759971619, propagate_backward_time: 46.8992462158, weight_update_time: 0.1160549521, other_time: 2.7042808533
epoch time: 6.8199400902s, input_fired_time: 0.1083372235, output_fired_time: 0.0000000000, propagate_forward_time: 6.2069587708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046439171
validation[          , genome  4784] predictions:    9608/  10000 (96.08%), best:    9641/10000 (96.41%), error:      1313.12451, best error:      1195.49072 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 80.7887573242s, input_fired_time: 0.8066077232, output_fired_time: 0.7034183145, propagate_forward_time: 30.1313457489, propagate_backward_time: 46.4592018127, weight_update_time: 0.1151029915, other_time: 2.6881828308
epoch time: 6.6841349602s, input_fired_time: 0.1026272923, output_fired_time: 0.0000000000, propagate_forward_time: 6.1119732857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695343971
validation[          , genome  4784] predictions:    9546/  10000 (95.46%), best:    9641/10000 (96.41%), error:      1476.28845, best error:      1195.49072 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.5945358276s, input_fired_time: 0.7952883840, output_fired_time: 0.7061486244, propagate_forward_time: 30.0374164581, propagate_backward_time: 46.4110679626, weight_update_time: 0.1150355786, other_time: 2.6446189880
epoch time: 6.7517957687s, input_fired_time: 0.1078296006, output_fired_time: 0.0000000000, propagate_forward_time: 6.1606063843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833598137
validation[          , genome  4784] predictions:    9620/  10000 (96.20%), best:    9641/10000 (96.41%), error:      1277.11548, best error:      1195.49072 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.4277648926s, input_fired_time: 0.7943040729, output_fired_time: 0.7033617496, propagate_forward_time: 30.4240074158, propagate_backward_time: 46.9052238464, weight_update_time: 0.1139823273, other_time: 2.6008682251
epoch time: 6.5413298607s, input_fired_time: 0.1028966084, output_fired_time: 0.0000000000, propagate_forward_time: 5.9684295654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700036049
validation[          , genome  4784] predictions:    9676/  10000 (96.76%), best:    9641/10000 (96.41%), error:      1198.40186, best error:      1195.49072 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.6537322998s, input_fired_time: 0.8008164167, output_fired_time: 0.7177229524, propagate_forward_time: 30.0822582245, propagate_backward_time: 46.3944015503, weight_update_time: 0.1199159697, other_time: 2.6585311890
epoch time: 6.5476965904s, input_fired_time: 0.1032852232, output_fired_time: 0.0000000000, propagate_forward_time: 5.9729042053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715070724
validation[          , genome  4784] predictions:    9617/  10000 (96.17%), best:    9641/10000 (96.41%), error:      1264.93494, best error:      1195.49072 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.2586212158s, input_fired_time: 0.8013750911, output_fired_time: 0.7005740404, propagate_forward_time: 30.2955493927, propagate_backward_time: 46.8284416199, weight_update_time: 0.1144364923, other_time: 2.6326789856
epoch time: 6.5910720825s, input_fired_time: 0.1043450013, output_fired_time: 0.0000000000, propagate_forward_time: 6.0155682564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711589813
validation[          , genome  4784] predictions:    9608/  10000 (96.08%), best:    9641/10000 (96.41%), error:      1315.31775, best error:      1195.49072 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.0860748291s, input_fired_time: 0.7971309423, output_fired_time: 0.7221860290, propagate_forward_time: 30.2513217926, propagate_backward_time: 46.6904754639, weight_update_time: 0.1154004559, other_time: 2.6249618530
epoch time: 6.5762538910s, input_fired_time: 0.0996927992, output_fired_time: 0.0000000000, propagate_forward_time: 6.0205721855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559888840
validation[          , genome  4784] predictions:    9420/  10000 (94.20%), best:    9641/10000 (96.41%), error:      1877.11108, best error:      1195.49072 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 82.4530181885s, input_fired_time: 0.8035497069, output_fired_time: 0.7318993211, propagate_forward_time: 30.7727756500, propagate_backward_time: 47.4237327576, weight_update_time: 0.1144318879, other_time: 2.7210578918
epoch time: 6.8328623772s, input_fired_time: 0.1026040986, output_fired_time: 0.0000000000, propagate_forward_time: 6.2585654259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716930389
validation[          , genome  4784] predictions:    9541/  10000 (95.41%), best:    9641/10000 (96.41%), error:      1525.41785, best error:      1195.49072 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.1234283447s, input_fired_time: 0.8036808372, output_fired_time: 0.7115049958, propagate_forward_time: 30.2997627258, propagate_backward_time: 46.5732765198, weight_update_time: 0.1206382141, other_time: 2.7352066040
epoch time: 6.6684937477s, input_fired_time: 0.1064210236, output_fired_time: 0.0000000000, propagate_forward_time: 6.1040358543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580368996
validation[          , genome  4784] predictions:    9548/  10000 (95.48%), best:    9641/10000 (96.41%), error:      1486.32361, best error:      1195.49072 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.8441696167s, input_fired_time: 0.8086557388, output_fired_time: 0.7117065191, propagate_forward_time: 30.1405963898, propagate_backward_time: 46.4949035645, weight_update_time: 0.1155099273, other_time: 2.6883087158
epoch time: 6.6698427200s, input_fired_time: 0.0997485071, output_fired_time: 0.0000000000, propagate_forward_time: 6.0975170135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725770950
validation[          , genome  4784] predictions:    9606/  10000 (96.06%), best:    9641/10000 (96.41%), error:      1303.85461, best error:      1195.49072 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 80.8111190796s, input_fired_time: 0.8043875694, output_fired_time: 0.7057142854, propagate_forward_time: 30.1075992584, propagate_backward_time: 46.4970855713, weight_update_time: 0.1159075946, other_time: 2.6963348389
epoch time: 6.6930251122s, input_fired_time: 0.1023565903, output_fired_time: 0.0000000000, propagate_forward_time: 6.1252059937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654626846
validation[          , genome  4784] predictions:    9592/  10000 (95.92%), best:    9641/10000 (96.41%), error:      1345.58765, best error:      1195.49072 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.4895095825s, input_fired_time: 0.8238622546, output_fired_time: 0.7122262120, propagate_forward_time: 30.3386497498, propagate_backward_time: 46.9289474487, weight_update_time: 0.1155412495, other_time: 2.6858253479
epoch time: 6.5765857697s, input_fired_time: 0.1030091271, output_fired_time: 0.0000000000, propagate_forward_time: 6.0085554123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650211334
validation[          , genome  4784] predictions:    9633/  10000 (96.33%), best:    9641/10000 (96.41%), error:      1233.26733, best error:      1195.49072 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.6533432007s, input_fired_time: 0.8109536767, output_fired_time: 0.7106997371, propagate_forward_time: 30.0786247253, propagate_backward_time: 46.3813934326, weight_update_time: 0.1155648604, other_time: 2.6716728210
epoch time: 6.6190032959s, input_fired_time: 0.1001909152, output_fired_time: 0.0000000000, propagate_forward_time: 6.0518317223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669804573
validation[          , genome  4784] predictions:    9573/  10000 (95.73%), best:    9641/10000 (96.41%), error:      1417.49512, best error:      1195.49072 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 81.4022674561s, input_fired_time: 0.7954996824, output_fired_time: 0.7079734802, propagate_forward_time: 30.3151111603, propagate_backward_time: 46.9448318481, weight_update_time: 0.1139680222, other_time: 2.6388473511
epoch time: 6.5370478630s, input_fired_time: 0.1022064239, output_fired_time: 0.0000000000, propagate_forward_time: 5.9546780586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801635742
validation[          , genome  4784] predictions:    9602/  10000 (96.02%), best:    9641/10000 (96.41%), error:      1354.00391, best error:      1195.49072 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 82.5627059937s, input_fired_time: 0.8139786124, output_fired_time: 0.7219611406, propagate_forward_time: 30.7985820770, propagate_backward_time: 47.5003166199, weight_update_time: 0.1148014441, other_time: 2.7278633118
epoch time: 6.6054077148s, input_fired_time: 0.1063280031, output_fired_time: 0.0000000000, propagate_forward_time: 6.0303835869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686961174
validation[          , genome  4784] predictions:    9586/  10000 (95.86%), best:    9641/10000 (96.41%), error:      1340.01099, best error:      1195.49072 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.3804473877s, input_fired_time: 0.8093932867, output_fired_time: 0.7148972750, propagate_forward_time: 30.3489971161, propagate_backward_time: 46.8452301025, weight_update_time: 0.1150411144, other_time: 2.6619262695
epoch time: 6.7381687164s, input_fired_time: 0.1027479023, output_fired_time: 0.0000000000, propagate_forward_time: 6.1542425156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811782837
validation[          , genome  4784] predictions:    9602/  10000 (96.02%), best:    9641/10000 (96.41%), error:      1325.72681, best error:      1195.49072 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.1961364746s, input_fired_time: 0.8036173582, output_fired_time: 0.7143008709, propagate_forward_time: 30.2731418610, propagate_backward_time: 46.7631530762, weight_update_time: 0.1155237481, other_time: 2.6419219971
epoch time: 6.5566205978s, input_fired_time: 0.1040211096, output_fired_time: 0.0000000000, propagate_forward_time: 5.9864315987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661679268
validation[          , genome  4784] predictions:    9646/  10000 (96.46%), best:    9641/10000 (96.41%), error:      1212.62537, best error:      1195.49072 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.2512741089s, input_fired_time: 0.8140716553, output_fired_time: 0.7192358971, propagate_forward_time: 30.2877750397, propagate_backward_time: 46.7760581970, weight_update_time: 0.1150718182, other_time: 2.6541328430
epoch time: 6.6479287148s, input_fired_time: 0.1027083024, output_fired_time: 0.0000000000, propagate_forward_time: 6.0798792839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653410912
validation[          , genome  4784] predictions:    9614/  10000 (96.14%), best:    9641/10000 (96.41%), error:      1267.74231, best error:      1195.49072 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.4603042603s, input_fired_time: 0.8145185113, output_fired_time: 0.7144610286, propagate_forward_time: 30.3436794281, propagate_backward_time: 46.9121017456, weight_update_time: 0.1156986803, other_time: 2.6755371094
epoch time: 6.6648311615s, input_fired_time: 0.1084107980, output_fired_time: 0.0000000000, propagate_forward_time: 6.0747199059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817004204
validation[          , genome  4784] predictions:    9582/  10000 (95.82%), best:    9641/10000 (96.41%), error:      1355.75012, best error:      1195.49072 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.1848144531s, input_fired_time: 0.7989448309, output_fired_time: 0.7080245018, propagate_forward_time: 30.3355369568, propagate_backward_time: 46.7053298950, weight_update_time: 0.1147163808, other_time: 2.6369819641
epoch time: 6.6025972366s, input_fired_time: 0.1048003212, output_fired_time: 0.0000000000, propagate_forward_time: 6.0285863876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692106247
validation[          , genome  4784] predictions:    9554/  10000 (95.54%), best:    9641/10000 (96.41%), error:      1472.60864, best error:      1195.49072 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.3330612183s, input_fired_time: 0.7962303758, output_fired_time: 0.7092097402, propagate_forward_time: 30.3488082886, propagate_backward_time: 46.8490447998, weight_update_time: 0.1190130413, other_time: 2.6297607422
epoch time: 6.6369037628s, input_fired_time: 0.1027595028, output_fired_time: 0.0000000000, propagate_forward_time: 6.0543923378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797520638
validation[          , genome  4784] predictions:    9563/  10000 (95.63%), best:    9641/10000 (96.41%), error:      1497.48730, best error:      1195.49072 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.7729949951s, input_fired_time: 0.8240326643, output_fired_time: 0.7177280784, propagate_forward_time: 30.4521884918, propagate_backward_time: 47.0765037537, weight_update_time: 0.1203673705, other_time: 2.7025413513
epoch time: 6.6750617027s, input_fired_time: 0.1019126996, output_fired_time: 0.0000000000, propagate_forward_time: 6.1143994331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587497711
validation[          , genome  4784] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1194.89392, best error:      1194.89392 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.8931350708s, input_fired_time: 0.7951129079, output_fired_time: 0.6990104914, propagate_forward_time: 30.2410011292, propagate_backward_time: 46.5633697510, weight_update_time: 0.1137683392, other_time: 2.5946388245
epoch time: 6.7250018120s, input_fired_time: 0.1042272821, output_fired_time: 0.0000000000, propagate_forward_time: 6.1481823921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725923538
validation[          , genome  4784] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1220.34253, best error:      1194.89392 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.0660476685s, input_fired_time: 0.8265823722, output_fired_time: 0.7194238305, propagate_forward_time: 30.2641391754, propagate_backward_time: 46.5862770081, weight_update_time: 0.1157422662, other_time: 2.6696281433
epoch time: 6.6160283089s, input_fired_time: 0.1012081057, output_fired_time: 0.0000000000, propagate_forward_time: 6.0522451401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625749588
validation[          , genome  4784] predictions:    9632/  10000 (96.32%), best:    9643/10000 (96.43%), error:      1229.31335, best error:      1194.89392 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.1527633667s, input_fired_time: 0.8161141872, output_fired_time: 0.7071663141, propagate_forward_time: 30.2198677063, propagate_backward_time: 46.7347640991, weight_update_time: 0.1154704392, other_time: 2.6748466492
epoch time: 6.7147998810s, input_fired_time: 0.1023371890, output_fired_time: 0.0000000000, propagate_forward_time: 6.1488370895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636254311
validation[          , genome  4784] predictions:    9626/  10000 (96.26%), best:    9643/10000 (96.43%), error:      1289.82959, best error:      1194.89392 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 80.1260986328s, input_fired_time: 0.8043757677, output_fired_time: 0.6965690255, propagate_forward_time: 29.7405719757, propagate_backward_time: 46.1777763367, weight_update_time: 0.1152274013, other_time: 2.7068061829
epoch time: 6.6961655617s, input_fired_time: 0.1055224985, output_fired_time: 0.0000000000, propagate_forward_time: 6.1151661873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754767418
validation[          , genome  4784] predictions:    9642/  10000 (96.42%), best:    9643/10000 (96.43%), error:      1219.04736, best error:      1194.89392 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.9794998169s, input_fired_time: 0.8088997602, output_fired_time: 0.7081996202, propagate_forward_time: 30.1661224365, propagate_backward_time: 46.6203498840, weight_update_time: 0.1152023599, other_time: 2.6759300232
epoch time: 6.7157392502s, input_fired_time: 0.1064961925, output_fired_time: 0.0000000000, propagate_forward_time: 6.1375823021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716606140
validation[          , genome  4784] predictions:    9553/  10000 (95.53%), best:    9643/10000 (96.43%), error:      1427.45288, best error:      1194.89392 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.8605804443s, input_fired_time: 0.8169195056, output_fired_time: 0.7214758992, propagate_forward_time: 30.5423851013, propagate_backward_time: 47.1075210571, weight_update_time: 0.1140241995, other_time: 2.6722831726
epoch time: 6.8758854866s, input_fired_time: 0.1075600088, output_fired_time: 0.0000000000, propagate_forward_time: 6.2920908928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762344360
validation[          , genome  4784] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1161.96606, best error:      1161.96606 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 81.5417175293s, input_fired_time: 0.8286386132, output_fired_time: 0.7187985778, propagate_forward_time: 30.3908023834, propagate_backward_time: 46.8754539490, weight_update_time: 0.1198114753, other_time: 2.7280311584
epoch time: 6.6821398735s, input_fired_time: 0.1024313122, output_fired_time: 0.0000000000, propagate_forward_time: 6.1128292084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668793678
validation[          , genome  4784] predictions:    9638/  10000 (96.38%), best:    9665/10000 (96.65%), error:      1197.00842, best error:      1161.96606 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.3250732422s, input_fired_time: 0.8141615987, output_fired_time: 0.7218928933, propagate_forward_time: 30.2693500519, propagate_backward_time: 46.8388519287, weight_update_time: 0.1156068295, other_time: 2.6808166504
epoch time: 6.7880749702s, input_fired_time: 0.1147185341, output_fired_time: 0.0000000000, propagate_forward_time: 6.1871805191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861760139
validation[          , genome  4784] predictions:    9626/  10000 (96.26%), best:    9665/10000 (96.65%), error:      1246.66211, best error:      1161.96606 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.5992584229s, input_fired_time: 0.8047428727, output_fired_time: 0.7116483450, propagate_forward_time: 30.3568077087, propagate_backward_time: 47.0715789795, weight_update_time: 0.1147474200, other_time: 2.6544837952
epoch time: 6.6321339607s, input_fired_time: 0.1024043858, output_fired_time: 0.0000000000, propagate_forward_time: 6.0646109581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651184082
validation[          , genome  4784] predictions:    9577/  10000 (95.77%), best:    9665/10000 (96.65%), error:      1385.42749, best error:      1161.96606 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.3204650879s, input_fired_time: 0.8062751889, output_fired_time: 0.7128650546, propagate_forward_time: 30.2714138031, propagate_backward_time: 46.9032020569, weight_update_time: 0.1141034365, other_time: 2.6267051697
epoch time: 6.5892748833s, input_fired_time: 0.1032147184, output_fired_time: 0.0000000000, propagate_forward_time: 6.0217542648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643058777
validation[          , genome  4784] predictions:    9632/  10000 (96.32%), best:    9665/10000 (96.65%), error:      1222.97693, best error:      1161.96606 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.2702102661s, input_fired_time: 0.8103055358, output_fired_time: 0.7148722410, propagate_forward_time: 30.2823581696, propagate_backward_time: 46.7804908752, weight_update_time: 0.1155620739, other_time: 2.6821861267
epoch time: 6.6554160118s, input_fired_time: 0.1032484025, output_fired_time: 0.0000000000, propagate_forward_time: 6.0917100906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604573250
validation[          , genome  4784] predictions:    9634/  10000 (96.34%), best:    9665/10000 (96.65%), error:      1208.76257, best error:      1161.96606 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.2828216553s, input_fired_time: 0.8240267038, output_fired_time: 0.7108429670, propagate_forward_time: 30.2748813629, propagate_backward_time: 46.7955780029, weight_update_time: 0.1152440310, other_time: 2.6774902344
epoch time: 6.6030378342s, input_fired_time: 0.1021805182, output_fired_time: 0.0000000000, propagate_forward_time: 6.0394735336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613838196
validation[          , genome  4784] predictions:    9594/  10000 (95.94%), best:    9665/10000 (96.65%), error:      1323.20215, best error:      1161.96606 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 82.5119781494s, input_fired_time: 0.8260997534, output_fired_time: 0.7239510417, propagate_forward_time: 30.7323188782, propagate_backward_time: 47.5154151917, weight_update_time: 0.1282713413, other_time: 2.7141876221
epoch time: 6.8218111992s, input_fired_time: 0.1083644032, output_fired_time: 0.0000000000, propagate_forward_time: 6.2372989655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761476517
validation[          , genome  4784] predictions:    9627/  10000 (96.27%), best:    9665/10000 (96.65%), error:      1284.72986, best error:      1161.96606 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.7429504395s, input_fired_time: 0.8097732663, output_fired_time: 0.7062599659, propagate_forward_time: 30.4909267426, propagate_backward_time: 47.0723190308, weight_update_time: 0.1147392020, other_time: 2.6636657715
epoch time: 6.5507555008s, input_fired_time: 0.1018752977, output_fired_time: 0.0000000000, propagate_forward_time: 5.9962701797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526100159
validation[          , genome  4784] predictions:    9541/  10000 (95.41%), best:    9665/10000 (96.65%), error:      1556.74927, best error:      1161.96606 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 80.6811981201s, input_fired_time: 0.8060320020, output_fired_time: 0.7085238695, propagate_forward_time: 30.1079235077, propagate_backward_time: 46.4164543152, weight_update_time: 0.1146372929, other_time: 2.6422615051
epoch time: 6.6009478569s, input_fired_time: 0.1047902182, output_fired_time: 0.0000000000, propagate_forward_time: 6.0339417458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622159004
validation[          , genome  4784] predictions:    9649/  10000 (96.49%), best:    9665/10000 (96.65%), error:      1207.11230, best error:      1161.96606 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.5283508301s, input_fired_time: 0.8135488033, output_fired_time: 0.7063580155, propagate_forward_time: 29.9362640381, propagate_backward_time: 46.3865394592, weight_update_time: 0.1156615317, other_time: 2.6856422424
epoch time: 6.9006385803s, input_fired_time: 0.1124278307, output_fired_time: 0.0000000000, propagate_forward_time: 6.2961192131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920916557
validation[          , genome  4784] predictions:    9658/  10000 (96.58%), best:    9665/10000 (96.65%), error:      1192.25525, best error:      1161.96606 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.0647048950s, input_fired_time: 0.8115922213, output_fired_time: 0.7104572058, propagate_forward_time: 30.2602596283, propagate_backward_time: 46.6504440308, weight_update_time: 0.1148669794, other_time: 2.6319503784
epoch time: 6.5814709663s, input_fired_time: 0.1057131886, output_fired_time: 0.0000000000, propagate_forward_time: 6.0065670013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691905975
validation[          , genome  4784] predictions:    9647/  10000 (96.47%), best:    9665/10000 (96.65%), error:      1234.88623, best error:      1161.96606 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.1222457886s, input_fired_time: 0.8225343823, output_fired_time: 0.7130635381, propagate_forward_time: 30.1972904205, propagate_backward_time: 46.7144393921, weight_update_time: 0.1193581969, other_time: 2.6749191284
epoch time: 6.7145686150s, input_fired_time: 0.1038247049, output_fired_time: 0.0000000000, propagate_forward_time: 6.1324677467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782762527
validation[          , genome  4784] predictions:    9609/  10000 (96.09%), best:    9665/10000 (96.65%), error:      1296.14490, best error:      1161.96606 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 82.1715240479s, input_fired_time: 0.8201252818, output_fired_time: 0.7284301519, propagate_forward_time: 30.6285781860, propagate_backward_time: 47.3067550659, weight_update_time: 0.1146767661, other_time: 2.6876373291
epoch time: 6.5944948196s, input_fired_time: 0.1046836898, output_fired_time: 0.0000000000, propagate_forward_time: 6.0322456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575653076
validation[          , genome  4784] predictions:    9637/  10000 (96.37%), best:    9665/10000 (96.65%), error:      1296.95227, best error:      1161.96606 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.3451766968s, input_fired_time: 0.8199825883, output_fired_time: 0.7186884880, propagate_forward_time: 30.6930789948, propagate_backward_time: 47.4046287537, weight_update_time: 0.1252449304, other_time: 2.7087974548
epoch time: 6.6360182762s, input_fired_time: 0.1095621884, output_fired_time: 0.0000000000, propagate_forward_time: 6.0557184219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707374573
validation[          , genome  4784] predictions:    9620/  10000 (96.20%), best:    9665/10000 (96.65%), error:      1251.26807, best error:      1161.96606 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.8502883911s, input_fired_time: 0.8114167452, output_fired_time: 0.7143055201, propagate_forward_time: 30.1445865631, propagate_backward_time: 46.5084304810, weight_update_time: 0.1156779900, other_time: 2.6715545654
epoch time: 6.6452994347s, input_fired_time: 0.1039801836, output_fired_time: 0.0000000000, propagate_forward_time: 6.0734815598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678378105
validation[          , genome  4784] predictions:    9636/  10000 (96.36%), best:    9665/10000 (96.65%), error:      1247.17444, best error:      1161.96606 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.6691131592s, input_fired_time: 0.8078637123, output_fired_time: 0.7206419706, propagate_forward_time: 30.5004043579, propagate_backward_time: 47.0049972534, weight_update_time: 0.1156586632, other_time: 2.6352081299
epoch time: 6.6306447983s, input_fired_time: 0.1045329124, output_fired_time: 0.0000000000, propagate_forward_time: 6.0603547096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657573700
validation[          , genome  4784] predictions:    9647/  10000 (96.47%), best:    9665/10000 (96.65%), error:      1205.80884, best error:      1161.96606 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.0039672852s, input_fired_time: 0.8046829104, output_fired_time: 0.7012779713, propagate_forward_time: 30.2159957886, propagate_backward_time: 46.6514129639, weight_update_time: 0.1131948158, other_time: 2.6305999756
epoch time: 6.6314549446s, input_fired_time: 0.1064113975, output_fired_time: 0.0000000000, propagate_forward_time: 6.0561685562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688749313
validation[          , genome  4784] predictions:    9620/  10000 (96.20%), best:    9665/10000 (96.65%), error:      1256.40002, best error:      1161.96606 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.8871994019s, input_fired_time: 0.8231430650, output_fired_time: 0.7164314985, propagate_forward_time: 30.1594829559, propagate_backward_time: 46.5375823975, weight_update_time: 0.1158587858, other_time: 2.6505584717
epoch time: 6.7236695290s, input_fired_time: 0.1037789062, output_fired_time: 0.0000000000, propagate_forward_time: 6.1435523033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763383865
validation[          , genome  4784] predictions:    9608/  10000 (96.08%), best:    9665/10000 (96.65%), error:      1296.85547, best error:      1161.96606 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.1055908203s, input_fired_time: 0.8120050430, output_fired_time: 0.7062700987, propagate_forward_time: 30.2273120880, propagate_backward_time: 46.7051963806, weight_update_time: 0.1150192693, other_time: 2.6548118591
epoch time: 6.6729102135s, input_fired_time: 0.1188467741, output_fired_time: 0.0000000000, propagate_forward_time: 6.0857954025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682679176
validation[          , genome  4784] predictions:    9642/  10000 (96.42%), best:    9665/10000 (96.65%), error:      1196.34314, best error:      1161.96606 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.5218658447s, input_fired_time: 0.8077040315, output_fired_time: 0.7200418711, propagate_forward_time: 30.4128513336, propagate_backward_time: 46.9524307251, weight_update_time: 0.1150056198, other_time: 2.6288452148
epoch time: 6.9643507004s, input_fired_time: 0.1157003120, output_fired_time: 0.0000000000, propagate_forward_time: 6.3248834610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237669945
validation[          , genome  4784] predictions:    9649/  10000 (96.49%), best:    9665/10000 (96.65%), error:      1193.89148, best error:      1161.96606 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.5628433228s, input_fired_time: 0.8176241517, output_fired_time: 0.7078643441, propagate_forward_time: 30.4316997528, propagate_backward_time: 46.8810348511, weight_update_time: 0.1195377782, other_time: 2.7246170044
epoch time: 6.6992378235s, input_fired_time: 0.1045934111, output_fired_time: 0.0000000000, propagate_forward_time: 6.1216545105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729900360
validation[          , genome  4784] predictions:    9602/  10000 (96.02%), best:    9665/10000 (96.65%), error:      1266.20667, best error:      1161.96606 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 80.9915695190s, input_fired_time: 0.8223974109, output_fired_time: 0.7062919736, propagate_forward_time: 30.1868629456, propagate_backward_time: 46.6065673828, weight_update_time: 0.1154006496, other_time: 2.6694526672
epoch time: 6.6433105469s, input_fired_time: 0.1048012078, output_fired_time: 0.0000000000, propagate_forward_time: 6.0681834221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703259468
validation[          , genome  4784] predictions:    9624/  10000 (96.24%), best:    9665/10000 (96.65%), error:      1261.32898, best error:      1161.96606 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.7545471191s, input_fired_time: 0.8184143901, output_fired_time: 0.7273197770, propagate_forward_time: 30.5458087921, propagate_backward_time: 47.0359802246, weight_update_time: 0.1152820662, other_time: 2.6270294189
epoch time: 6.9685554504s, input_fired_time: 0.1059815213, output_fired_time: 0.0000000000, propagate_forward_time: 6.3625922203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999818802
validation[          , genome  4784] predictions:    9634/  10000 (96.34%), best:    9665/10000 (96.65%), error:      1214.24927, best error:      1161.96606 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 80.9890136719s, input_fired_time: 0.8222844601, output_fired_time: 0.7055919766, propagate_forward_time: 30.2160949707, propagate_backward_time: 46.5891265869, weight_update_time: 0.1151340529, other_time: 2.6559219360
epoch time: 6.7152872086s, input_fired_time: 0.1051215157, output_fired_time: 0.0000000000, propagate_forward_time: 6.1391892433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709763527
validation[          , genome  4784] predictions:    9642/  10000 (96.42%), best:    9665/10000 (96.65%), error:      1222.32483, best error:      1161.96606 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.4597244263s, input_fired_time: 0.8335852027, output_fired_time: 0.7259159088, propagate_forward_time: 30.3756999969, propagate_backward_time: 46.8700408936, weight_update_time: 0.1201401502, other_time: 2.6544799805
epoch time: 6.6634893417s, input_fired_time: 0.1088912934, output_fired_time: 0.0000000000, propagate_forward_time: 6.0773668289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772310257
validation[          , genome  4784] predictions:    9584/  10000 (95.84%), best:    9665/10000 (96.65%), error:      1336.06152, best error:      1161.96606 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.1968002319s, input_fired_time: 0.8326602578, output_fired_time: 0.7129724622, propagate_forward_time: 30.2358951569, propagate_backward_time: 46.7654342651, weight_update_time: 0.1201735437, other_time: 2.6498413086
epoch time: 6.6755056381s, input_fired_time: 0.1047319099, output_fired_time: 0.0000000000, propagate_forward_time: 6.1003980637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703755379
validation[          , genome  4784] predictions:    9643/  10000 (96.43%), best:    9665/10000 (96.65%), error:      1195.19080, best error:      1161.96606 on epoch:    74, 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: 33.2518920898s, input_fired_time: 0.5144789815, output_fired_time: 0.0000000000, propagate_forward_time: 30.2859020233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4515094757
best training[          , genome  4784] predictions:   49002/  50000 (98.00%), best:    9665/10000 (96.65%), error:      3632.40674, best error:      1161.96606 on epoch:    74, 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: 6.6241431236s, input_fired_time: 0.1034764051, output_fired_time: 0.0000000000, propagate_forward_time: 6.0467996597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738669395
   testing[          , genome  4784] predictions:    9708/  10000 (97.08%), best:    9665/10000 (96.65%), error:       998.45697, best error:      1161.96606 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:05:54 (6488): called boinc_finish(0)

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