Nameexact_genome_1512568488_44_7096_0
Workunit2606784
Created7 Dec 2017, 23:49:26 UTC
Sent7 Dec 2017, 23:57:24 UTC
Report deadline19 Dec 2017, 10:59:51 UTC
Received8 Dec 2017, 14:14:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 13 min 8 sec
CPU time4 hours 13 min 8 sec
Validate stateValid
Credit2,865.01
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.75 MB
Peak swap size154.53 MB
Peak disk usage1.23 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
agate_forward_time: 57.1990280151, propagate_backward_time: 87.2421112061, weight_update_time: 0.1264980584, other_time: 3.2358474731
epoch time: 10.8036804199s, input_fired_time: 0.2089132220, output_fired_time: 0.0000000000, propagate_forward_time: 10.0721530914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226144791
validation[          , genome  7096] predictions:    9679/  10000 (96.79%), best:    9760/10000 (97.60%), error:       997.36688, best error:       814.04126 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 143.5964965820s, input_fired_time: 1.9811643362, output_fired_time: 1.3925024271, propagate_forward_time: 54.0990333557, propagate_backward_time: 83.0137252808, weight_update_time: 0.1196408197, other_time: 3.1100692749
epoch time: 11.4502735138s, input_fired_time: 0.2278763801, output_fired_time: 0.0000000000, propagate_forward_time: 10.6646528244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577440262
validation[          , genome  7096] predictions:    9719/  10000 (97.19%), best:    9760/10000 (97.60%), error:       888.19031, best error:       814.04126 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 141.0304718018s, input_fired_time: 1.9627236128, output_fired_time: 1.3769185543, propagate_forward_time: 53.0800781250, propagate_backward_time: 81.4410247803, weight_update_time: 0.1201356575, other_time: 3.1697235107
epoch time: 10.3690404892s, input_fired_time: 0.2161273509, output_fired_time: 0.0000000000, propagate_forward_time: 9.5942649841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5586481094
validation[          , genome  7096] predictions:    9714/  10000 (97.14%), best:    9760/10000 (97.60%), error:       860.78387, best error:       814.04126 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.8027954102s, input_fired_time: 1.9391461611, output_fired_time: 1.2973234653, propagate_forward_time: 49.0885391235, propagate_backward_time: 75.3247680664, weight_update_time: 0.1179714128, other_time: 3.1530151367
epoch time: 9.7621650696s, input_fired_time: 0.2076189518, output_fired_time: 0.0000000000, propagate_forward_time: 9.0443439484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102024078
validation[          , genome  7096] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       864.18030, best error:       814.04126 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 129.6751403809s, input_fired_time: 1.9166270494, output_fired_time: 1.2837008238, propagate_forward_time: 48.3243217468, propagate_backward_time: 75.0595092773, weight_update_time: 0.1169185042, other_time: 3.0909881592
epoch time: 13.4432668686s, input_fired_time: 0.2586531639, output_fired_time: 0.0000000000, propagate_forward_time: 12.5583810806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262331009
validation[          , genome  7096] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       761.87982, best error:       761.87982 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.4445190430s, input_fired_time: 2.0298287868, output_fired_time: 1.4103443623, propagate_forward_time: 55.0421829224, propagate_backward_time: 84.6835937500, weight_update_time: 0.1276069880, other_time: 3.2785720825
epoch time: 13.4630250931s, input_fired_time: 0.2438655049, output_fired_time: 0.0000000000, propagate_forward_time: 12.6090955734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100635529
validation[          , genome  7096] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       902.13928, best error:       761.87982 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 141.3898468018s, input_fired_time: 2.0144441128, output_fired_time: 1.3663644791, propagate_forward_time: 53.1674156189, propagate_backward_time: 81.5951538086, weight_update_time: 0.1240777969, other_time: 3.2464599609
epoch time: 10.2660179138s, input_fired_time: 0.2206155360, output_fired_time: 0.0000000000, propagate_forward_time: 9.5113039017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340986252
validation[          , genome  7096] predictions:    9667/  10000 (96.67%), best:    9777/10000 (97.77%), error:      1215.93274, best error:       761.87982 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 142.8182067871s, input_fired_time: 1.9924514294, output_fired_time: 1.3840250969, propagate_forward_time: 53.6663665771, propagate_backward_time: 82.5912322998, weight_update_time: 0.1224844903, other_time: 3.1841430664
epoch time: 13.2412633896s, input_fired_time: 0.2547737956, output_fired_time: 0.0000000000, propagate_forward_time: 12.3616056442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248836517
validation[          , genome  7096] predictions:    9692/  10000 (96.92%), best:    9777/10000 (97.77%), error:       948.06134, best error:       761.87982 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.6625823975s, input_fired_time: 2.0398135185, output_fired_time: 1.4526898861, propagate_forward_time: 57.3016281128, propagate_backward_time: 87.6534652710, weight_update_time: 0.1267438233, other_time: 3.2149963379
epoch time: 10.4656066895s, input_fired_time: 0.2071576566, output_fired_time: 0.0000000000, propagate_forward_time: 9.7461414337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123071671
validation[          , genome  7096] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       819.44720, best error:       761.87982 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 126.9925689697s, input_fired_time: 1.9067056179, output_fired_time: 1.2588412762, propagate_forward_time: 47.4430809021, propagate_backward_time: 73.2857894897, weight_update_time: 0.1160910428, other_time: 3.0981521606
epoch time: 9.7380418777s, input_fired_time: 0.2125767618, output_fired_time: 0.0000000000, propagate_forward_time: 8.9835214615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419435501
validation[          , genome  7096] predictions:    9726/  10000 (97.26%), best:    9777/10000 (97.77%), error:       903.53662, best error:       761.87982 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 145.6480407715s, input_fired_time: 2.0156238079, output_fired_time: 1.4120535851, propagate_forward_time: 54.6282730103, propagate_backward_time: 84.3604049683, weight_update_time: 0.1242459938, other_time: 3.2316894531
epoch time: 11.0830659866s, input_fired_time: 0.2147133797, output_fired_time: 0.0000000000, propagate_forward_time: 10.3183441162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500087738
validation[          , genome  7096] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       783.77527, best error:       761.87982 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 136.8056335449s, input_fired_time: 1.9352668524, output_fired_time: 1.3260183334, propagate_forward_time: 51.2942008972, propagate_backward_time: 79.1841583252, weight_update_time: 0.1150359884, other_time: 3.0659790039
epoch time: 10.1560659409s, input_fired_time: 0.2085774690, output_fired_time: 0.0000000000, propagate_forward_time: 9.4304895401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169992447
validation[          , genome  7096] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       887.43683, best error:       761.87982 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.0313720703s, input_fired_time: 1.9467949867, output_fired_time: 1.3093454838, propagate_forward_time: 50.7565765381, propagate_backward_time: 78.0065917969, weight_update_time: 0.1139435396, other_time: 3.0120697021
epoch time: 12.0163106918s, input_fired_time: 0.2389022261, output_fired_time: 0.0000000000, propagate_forward_time: 11.2119855881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5654230118
validation[          , genome  7096] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       796.14795, best error:       761.87982 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 141.0239257812s, input_fired_time: 2.0052661896, output_fired_time: 1.3487999439, propagate_forward_time: 53.2868080139, propagate_backward_time: 81.2965545654, weight_update_time: 0.1179233864, other_time: 3.0865020752
epoch time: 10.1690864563s, input_fired_time: 0.2090851068, output_fired_time: 0.0000000000, propagate_forward_time: 9.4508409500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091600418
validation[          , genome  7096] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       779.89685, best error:       761.87982 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 161.6333465576s, input_fired_time: 2.1350891590, output_fired_time: 1.5165941715, propagate_forward_time: 61.1755409241, propagate_backward_time: 93.5339660645, weight_update_time: 0.1326101720, other_time: 3.2721557617
epoch time: 10.9562988281s, input_fired_time: 0.2149195522, output_fired_time: 0.0000000000, propagate_forward_time: 10.2270288467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143508911
validation[          , genome  7096] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       772.49713, best error:       761.87982 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 143.3681793213s, input_fired_time: 1.9902864695, output_fired_time: 1.3710176945, propagate_forward_time: 54.3196296692, propagate_backward_time: 82.6911926270, weight_update_time: 0.1210608706, other_time: 2.9960632324
epoch time: 13.8684291840s, input_fired_time: 0.2505883276, output_fired_time: 0.0000000000, propagate_forward_time: 13.0113801956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064605713
validation[          , genome  7096] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       710.23767, best error:       710.23767 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 159.0579528809s, input_fired_time: 2.1170537472, output_fired_time: 1.5016309023, propagate_forward_time: 60.1332168579, propagate_backward_time: 92.0330734253, weight_update_time: 0.1316206753, other_time: 3.2729797363
epoch time: 12.8359355927s, input_fired_time: 0.2355489284, output_fired_time: 0.0000000000, propagate_forward_time: 12.0245466232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5758399963
validation[          , genome  7096] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       814.76642, best error:       710.23767 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 161.8209381104s, input_fired_time: 2.1258320808, output_fired_time: 1.5333286524, propagate_forward_time: 61.2436637878, propagate_backward_time: 93.6625747681, weight_update_time: 0.1337466240, other_time: 3.2555313110
epoch time: 13.1123065948s, input_fired_time: 0.2449494749, output_fired_time: 0.0000000000, propagate_forward_time: 12.2685203552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988368988
validation[          , genome  7096] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       764.67474, best error:       710.23767 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 154.6206054688s, input_fired_time: 2.0957558155, output_fired_time: 1.4685899019, propagate_forward_time: 58.4021987915, propagate_backward_time: 89.3452453613, weight_update_time: 0.1272093058, other_time: 3.3088150024
epoch time: 12.6328191757s, input_fired_time: 0.2406294644, output_fired_time: 0.0000000000, propagate_forward_time: 11.7863750458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058149338
validation[          , genome  7096] predictions:    9763/  10000 (97.63%), best:    9781/10000 (97.81%), error:       758.45984, best error:       710.23767 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.9731140137s, input_fired_time: 2.0524318218, output_fired_time: 1.4013540745, propagate_forward_time: 55.4479103088, propagate_backward_time: 84.8175048828, weight_update_time: 0.1221937239, other_time: 3.2539215088
epoch time: 11.4794282913s, input_fired_time: 0.2280185968, output_fired_time: 0.0000000000, propagate_forward_time: 10.6951284409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562810898
validation[          , genome  7096] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       683.31976, best error:       683.31976 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 148.8273315430s, input_fired_time: 2.0569999218, output_fired_time: 1.4349583387, propagate_forward_time: 56.1532707214, propagate_backward_time: 85.9978256226, weight_update_time: 0.1236480400, other_time: 3.1842727661
epoch time: 10.0241451263s, input_fired_time: 0.2052892447, output_fired_time: 0.0000000000, propagate_forward_time: 9.3200731277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987831116
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       774.14001, best error:       683.31976 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 144.2427825928s, input_fired_time: 2.0137548447, output_fired_time: 1.3825985193, propagate_forward_time: 54.3813018799, propagate_backward_time: 83.3508148193, weight_update_time: 0.1201930568, other_time: 3.1143188477
epoch time: 11.4476842880s, input_fired_time: 0.2243669927, output_fired_time: 0.0000000000, propagate_forward_time: 10.6829471588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403699875
validation[          , genome  7096] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       755.66248, best error:       683.31976 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.2114410400s, input_fired_time: 2.0267932415, output_fired_time: 1.3996132612, propagate_forward_time: 55.6582527161, propagate_backward_time: 85.0341415405, weight_update_time: 0.1229583099, other_time: 3.0926437378
epoch time: 10.5074024200s, input_fired_time: 0.2097650319, output_fired_time: 0.0000000000, propagate_forward_time: 9.7882394791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093975067
validation[          , genome  7096] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       734.55908, best error:       683.31976 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 146.9850158691s, input_fired_time: 2.0124397278, output_fired_time: 1.4026234150, propagate_forward_time: 55.2099761963, propagate_backward_time: 85.2804260254, weight_update_time: 0.1231340319, other_time: 3.0795593262
epoch time: 12.0397272110s, input_fired_time: 0.2306085378, output_fired_time: 0.0000000000, propagate_forward_time: 11.2501840591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589342117
validation[          , genome  7096] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       755.20355, best error:       683.31976 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 141.9192504883s, input_fired_time: 1.9983693361, output_fired_time: 1.3586390018, propagate_forward_time: 53.4462547302, propagate_backward_time: 82.0633010864, weight_update_time: 0.1185127497, other_time: 3.0526809692
epoch time: 14.3629741669s, input_fired_time: 0.2601570785, output_fired_time: 0.0000000000, propagate_forward_time: 13.4735240936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292934418
validation[          , genome  7096] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       783.47638, best error:       683.31976 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 139.0935516357s, input_fired_time: 1.9531947374, output_fired_time: 1.3507313728, propagate_forward_time: 52.3677787781, propagate_backward_time: 80.4821319580, weight_update_time: 0.1177466437, other_time: 2.9396972656
epoch time: 12.3185262680s, input_fired_time: 0.2333504409, output_fired_time: 0.0000000000, propagate_forward_time: 11.5263586044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588169098
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       772.69330, best error:       683.31976 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.4286804199s, input_fired_time: 2.0253558159, output_fired_time: 1.3932152987, propagate_forward_time: 54.7369308472, propagate_backward_time: 84.0786132812, weight_update_time: 0.1219640747, other_time: 3.1945571899
epoch time: 10.4906368256s, input_fired_time: 0.2143368870, output_fired_time: 0.0000000000, propagate_forward_time: 9.7542972565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220022202
validation[          , genome  7096] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       765.56372, best error:       683.31976 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 141.9290924072s, input_fired_time: 2.0126721859, output_fired_time: 1.3606033325, propagate_forward_time: 53.4349822998, propagate_backward_time: 81.9460220337, weight_update_time: 0.1174741685, other_time: 3.1748123169
epoch time: 13.8758010864s, input_fired_time: 0.2527075708, output_fired_time: 0.0000000000, propagate_forward_time: 12.9941015244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289920807
validation[          , genome  7096] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       743.02002, best error:       683.31976 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 141.9928283691s, input_fired_time: 1.9792108536, output_fired_time: 1.3632270098, propagate_forward_time: 53.6725311279, propagate_backward_time: 81.8987045288, weight_update_time: 0.1183010489, other_time: 3.0791549683
epoch time: 10.6852445602s, input_fired_time: 0.2092380971, output_fired_time: 0.0000000000, propagate_forward_time: 9.9713964462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046100616
validation[          , genome  7096] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       898.53625, best error:       683.31976 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.5241699219s, input_fired_time: 1.8647662401, output_fired_time: 1.2663451433, propagate_forward_time: 48.0379180908, propagate_backward_time: 74.5810089111, weight_update_time: 0.1089540124, other_time: 2.7741317749
epoch time: 10.6427707672s, input_fired_time: 0.2130487859, output_fired_time: 0.0000000000, propagate_forward_time: 9.9141979218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155239105
validation[          , genome  7096] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       699.31879, best error:       683.31976 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.7959594727s, input_fired_time: 1.8776245117, output_fired_time: 1.2482653856, propagate_forward_time: 48.4642791748, propagate_backward_time: 74.3984909058, weight_update_time: 0.1065623686, other_time: 2.8072967529
epoch time: 9.4568309784s, input_fired_time: 0.1943995208, output_fired_time: 0.0000000000, propagate_forward_time: 8.7987813950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636497498
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       744.04395, best error:       683.31976 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 156.2200775146s, input_fired_time: 2.0938384533, output_fired_time: 1.4780421257, propagate_forward_time: 58.9550743103, propagate_backward_time: 90.5114135742, weight_update_time: 0.1279855967, other_time: 3.1817016602
epoch time: 10.2510395050s, input_fired_time: 0.2063002735, output_fired_time: 0.0000000000, propagate_forward_time: 9.5470666885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976720810
validation[          , genome  7096] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       779.95831, best error:       683.31976 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 145.2455749512s, input_fired_time: 2.0222823620, output_fired_time: 1.3888071775, propagate_forward_time: 54.7674407959, propagate_backward_time: 84.0186920166, weight_update_time: 0.1201928481, other_time: 3.0483551025
epoch time: 10.7282228470s, input_fired_time: 0.2201408893, output_fired_time: 0.0000000000, propagate_forward_time: 9.9913301468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167522430
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       820.15363, best error:       683.31976 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.7351074219s, input_fired_time: 1.8731120825, output_fired_time: 1.2647241354, propagate_forward_time: 48.5924758911, propagate_backward_time: 75.2203674316, weight_update_time: 0.1069216803, other_time: 2.7844238281
epoch time: 10.1736431122s, input_fired_time: 0.2049964815, output_fired_time: 0.0000000000, propagate_forward_time: 9.4838790894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847679138
validation[          , genome  7096] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       657.21185, best error:       657.21185 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 135.9792022705s, input_fired_time: 1.9407997131, output_fired_time: 1.3195443153, propagate_forward_time: 51.0133552551, propagate_backward_time: 78.7822647095, weight_update_time: 0.1145872250, other_time: 2.9232406616
epoch time: 10.4797859192s, input_fired_time: 0.2074023187, output_fired_time: 0.0000000000, propagate_forward_time: 9.7700214386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023622513
validation[          , genome  7096] predictions:    9796/  10000 (97.96%), best:    9800/10000 (98.00%), error:       703.34222, best error:       657.21185 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 140.6306457520s, input_fired_time: 1.9697859287, output_fired_time: 1.3510594368, propagate_forward_time: 52.8925437927, propagate_backward_time: 81.3958663940, weight_update_time: 0.1156423613, other_time: 3.0213851929
epoch time: 9.9987335205s, input_fired_time: 0.2042566538, output_fired_time: 0.0000000000, propagate_forward_time: 9.2923307419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021457672
validation[          , genome  7096] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       735.40594, best error:       657.21185 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.0613250732s, input_fired_time: 1.8656187057, output_fired_time: 1.2656006813, propagate_forward_time: 47.7594223022, propagate_backward_time: 74.3135528564, weight_update_time: 0.1072330996, other_time: 2.8571319580
epoch time: 9.9858713150s, input_fired_time: 0.1995760500, output_fired_time: 0.0000000000, propagate_forward_time: 9.2995996475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866952896
validation[          , genome  7096] predictions:    9744/  10000 (97.44%), best:    9800/10000 (98.00%), error:       805.40210, best error:       657.21185 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 129.4422149658s, input_fired_time: 1.8875765800, output_fired_time: 1.2654504776, propagate_forward_time: 48.5212783813, propagate_backward_time: 74.9281311035, weight_update_time: 0.1069327965, other_time: 2.8397827148
epoch time: 13.0644969940s, input_fired_time: 0.2502114773, output_fired_time: 0.0000000000, propagate_forward_time: 12.2243299484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899553299
validation[          , genome  7096] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       777.93677, best error:       657.21185 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 127.1266860962s, input_fired_time: 1.8635212183, output_fired_time: 1.2606079578, propagate_forward_time: 47.6239051819, propagate_backward_time: 73.6237869263, weight_update_time: 0.1059871092, other_time: 2.7548751831
epoch time: 10.2162437439s, input_fired_time: 0.2058844864, output_fired_time: 0.0000000000, propagate_forward_time: 9.5163202286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940385818
validation[          , genome  7096] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       834.57941, best error:       657.21185 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 127.7204055786s, input_fired_time: 1.8644787073, output_fired_time: 1.2528942823, propagate_forward_time: 47.7908515930, propagate_backward_time: 74.0282821655, weight_update_time: 0.1059107408, other_time: 2.7838973999
epoch time: 10.3355636597s, input_fired_time: 0.2066379040, output_fired_time: 0.0000000000, propagate_forward_time: 9.6321096420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968156815
validation[          , genome  7096] predictions:    9760/  10000 (97.60%), best:    9800/10000 (98.00%), error:       814.31427, best error:       657.21185 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 141.7188720703s, input_fired_time: 1.9816577435, output_fired_time: 1.3611136675, propagate_forward_time: 53.4311065674, propagate_backward_time: 81.9752120972, weight_update_time: 0.1164543703, other_time: 2.9697799683
epoch time: 10.8368301392s, input_fired_time: 0.2243528515, output_fired_time: 0.0000000000, propagate_forward_time: 10.0923471451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201301575
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9800/10000 (98.00%), error:       831.87396, best error:       657.21185 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.8081359863s, input_fired_time: 1.9478015900, output_fired_time: 1.3273603916, propagate_forward_time: 51.4194335938, propagate_backward_time: 79.2226104736, weight_update_time: 0.1135121286, other_time: 2.8909301758
epoch time: 14.3711595535s, input_fired_time: 0.2672935426, output_fired_time: 0.0000000000, propagate_forward_time: 13.4690799713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347856522
validation[          , genome  7096] predictions:    9751/  10000 (97.51%), best:    9800/10000 (98.00%), error:       810.39978, best error:       657.21185 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 139.8872680664s, input_fired_time: 1.9795678854, output_fired_time: 1.3500227928, propagate_forward_time: 52.7624435425, propagate_backward_time: 80.8481140137, weight_update_time: 0.1167837828, other_time: 2.9471206665
epoch time: 13.1524782181s, input_fired_time: 0.2537471652, output_fired_time: 0.0000000000, propagate_forward_time: 12.3065614700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921697617
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       793.13367, best error:       657.21185 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 155.9921417236s, input_fired_time: 2.1337203979, output_fired_time: 1.4775984287, propagate_forward_time: 58.9055786133, propagate_backward_time: 90.2914047241, weight_update_time: 0.1281658411, other_time: 3.1838455200
epoch time: 13.4714813232s, input_fired_time: 0.2507563531, output_fired_time: 0.0000000000, propagate_forward_time: 12.6209154129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998096466
validation[          , genome  7096] predictions:    9757/  10000 (97.57%), best:    9800/10000 (98.00%), error:       792.56927, best error:       657.21185 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.8642120361s, input_fired_time: 1.9367762804, output_fired_time: 1.3071023226, propagate_forward_time: 50.3224449158, propagate_backward_time: 77.4229812622, weight_update_time: 0.1094545797, other_time: 2.8749008179
epoch time: 10.6795711517s, input_fired_time: 0.2162494212, output_fired_time: 0.0000000000, propagate_forward_time: 9.9474420547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158796310
validation[          , genome  7096] predictions:    9776/  10000 (97.76%), best:    9800/10000 (98.00%), error:       720.73688, best error:       657.21185 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 134.1965026855s, input_fired_time: 1.9365717173, output_fired_time: 1.2928647995, propagate_forward_time: 50.5421829224, propagate_backward_time: 77.4996490479, weight_update_time: 0.1105777547, other_time: 2.9252395630
epoch time: 10.7594432831s, input_fired_time: 0.2165773064, output_fired_time: 0.0000000000, propagate_forward_time: 10.0223331451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205326080
validation[          , genome  7096] predictions:    9768/  10000 (97.68%), best:    9800/10000 (98.00%), error:       760.67725, best error:       657.21185 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 128.5458831787s, input_fired_time: 1.8920742273, output_fired_time: 1.2695952654, propagate_forward_time: 48.0549621582, propagate_backward_time: 74.4977111816, weight_update_time: 0.1072893068, other_time: 2.8315429688
epoch time: 11.3439273834s, input_fired_time: 0.2207806557, output_fired_time: 0.0000000000, propagate_forward_time: 10.5925540924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305929184
validation[          , genome  7096] predictions:    9721/  10000 (97.21%), best:    9800/10000 (98.00%), error:       892.04022, best error:       657.21185 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 129.4815979004s, input_fired_time: 1.8938670158, output_fired_time: 1.2640087605, propagate_forward_time: 48.5145072937, propagate_backward_time: 75.0208969116, weight_update_time: 0.1073667258, other_time: 2.7883224487
epoch time: 9.7544593811s, input_fired_time: 0.1996682733, output_fired_time: 0.0000000000, propagate_forward_time: 9.0697507858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850406647
validation[          , genome  7096] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       804.05829, best error:       657.21185 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 130.7234802246s, input_fired_time: 1.9085531235, output_fired_time: 1.2719092369, propagate_forward_time: 49.0332412720, propagate_backward_time: 75.6872940063, weight_update_time: 0.1080646217, other_time: 2.8224792480
epoch time: 10.3648376465s, input_fired_time: 0.2106176317, output_fired_time: 0.0000000000, propagate_forward_time: 9.6564922333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977273941
validation[          , genome  7096] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       636.82330, best error:       636.82330 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 130.4855346680s, input_fired_time: 1.8937075138, output_fired_time: 1.2803535461, propagate_forward_time: 48.9001693726, propagate_backward_time: 75.6272964478, weight_update_time: 0.1090799794, other_time: 2.7840118408
epoch time: 11.6281023026s, input_fired_time: 0.2247978598, output_fired_time: 0.0000000000, propagate_forward_time: 10.8715343475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317697525
validation[          , genome  7096] predictions:    9737/  10000 (97.37%), best:    9807/10000 (98.07%), error:       845.36322, best error:       636.82330 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 143.9495697021s, input_fired_time: 1.9968318939, output_fired_time: 1.3768923283, propagate_forward_time: 54.3470344543, propagate_backward_time: 83.2690277100, weight_update_time: 0.1178591698, other_time: 2.9597930908
epoch time: 12.6505670547s, input_fired_time: 0.2405262291, output_fired_time: 0.0000000000, propagate_forward_time: 11.8437995911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662412643
validation[          , genome  7096] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       720.47522, best error:       636.82330 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 151.3719024658s, input_fired_time: 2.0850265026, output_fired_time: 1.4390157461, propagate_forward_time: 57.2282867432, propagate_backward_time: 87.4690322876, weight_update_time: 0.1254604161, other_time: 3.1505508423
epoch time: 9.9298648834s, input_fired_time: 0.2035022974, output_fired_time: 0.0000000000, propagate_forward_time: 9.2513017654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750604630
validation[          , genome  7096] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       685.99573, best error:       636.82330 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 127.7630310059s, input_fired_time: 1.8771970272, output_fired_time: 1.2571253777, propagate_forward_time: 47.7397308350, propagate_backward_time: 74.1502990723, weight_update_time: 0.1057969779, other_time: 2.7386779785
epoch time: 10.9156084061s, input_fired_time: 0.2199376523, output_fired_time: 0.0000000000, propagate_forward_time: 10.1758918762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197792053
validation[          , genome  7096] predictions:    9729/  10000 (97.29%), best:    9807/10000 (98.07%), error:       895.85980, best error:       636.82330 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 135.4295959473s, input_fired_time: 1.9480047226, output_fired_time: 1.3134642839, propagate_forward_time: 50.8861846924, propagate_backward_time: 78.3665161133, weight_update_time: 0.1120283678, other_time: 2.9154357910
epoch time: 11.5400657654s, input_fired_time: 0.2258628160, output_fired_time: 0.0000000000, propagate_forward_time: 10.7746191025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395841599
validation[          , genome  7096] predictions:    9775/  10000 (97.75%), best:    9807/10000 (98.07%), error:       745.18115, best error:       636.82330 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.1618957520s, input_fired_time: 1.9648389816, output_fired_time: 1.3234100342, propagate_forward_time: 51.3955650330, propagate_backward_time: 78.5442657471, weight_update_time: 0.1110600084, other_time: 2.9338073730
epoch time: 9.9760580063s, input_fired_time: 0.2110012770, output_fired_time: 0.0000000000, propagate_forward_time: 9.2739467621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911098480
validation[          , genome  7096] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       739.51306, best error:       636.82330 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 129.6905364990s, input_fired_time: 1.9132072926, output_fired_time: 1.2661548853, propagate_forward_time: 48.7272262573, propagate_backward_time: 74.9536056519, weight_update_time: 0.1077341959, other_time: 2.8303451538
epoch time: 11.9990901947s, input_fired_time: 0.2281876504, output_fired_time: 0.0000000000, propagate_forward_time: 11.2166881561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542144775
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       788.97626, best error:       636.82330 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.2096099854s, input_fired_time: 1.9415225983, output_fired_time: 1.3148334026, propagate_forward_time: 51.2101898193, propagate_backward_time: 78.8721923828, weight_update_time: 0.1115150377, other_time: 2.8708648682
epoch time: 9.8938503265s, input_fired_time: 0.2014996409, output_fired_time: 0.0000000000, propagate_forward_time: 9.2170190811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753313065
validation[          , genome  7096] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       722.85840, best error:       636.82330 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 127.6925811768s, input_fired_time: 1.8858349323, output_fired_time: 1.2455432415, propagate_forward_time: 48.0428810120, propagate_backward_time: 73.7552947998, weight_update_time: 0.1057194471, other_time: 2.7630310059
epoch time: 10.1104774475s, input_fired_time: 0.2102557719, output_fired_time: 0.0000000000, propagate_forward_time: 9.4162397385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839820862
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       774.78864, best error:       636.82330 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.7183609009s, input_fired_time: 1.8555808067, output_fired_time: 1.2303391695, propagate_forward_time: 46.4971427917, propagate_backward_time: 72.4408340454, weight_update_time: 0.1037474945, other_time: 2.6944656372
epoch time: 10.0512199402s, input_fired_time: 0.2017387897, output_fired_time: 0.0000000000, propagate_forward_time: 9.3656320572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838495255
validation[          , genome  7096] predictions:    9767/  10000 (97.67%), best:    9807/10000 (98.07%), error:       768.56976, best error:       636.82330 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 147.4724121094s, input_fired_time: 2.0511403084, output_fired_time: 1.3980605602, propagate_forward_time: 55.7848358154, propagate_backward_time: 85.2005004883, weight_update_time: 0.1208304763, other_time: 3.0378723145
epoch time: 13.9090557098s, input_fired_time: 0.2591030300, output_fired_time: 0.0000000000, propagate_forward_time: 13.0400037766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099491119
validation[          , genome  7096] predictions:    9660/  10000 (96.60%), best:    9807/10000 (98.07%), error:      1139.75635, best error:       636.82330 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 128.4400634766s, input_fired_time: 1.8919730186, output_fired_time: 1.2527306080, propagate_forward_time: 48.0238761902, propagate_backward_time: 74.5304641724, weight_update_time: 0.1065913588, other_time: 2.7410202026
epoch time: 10.0099029541s, input_fired_time: 0.2060546130, output_fired_time: 0.0000000000, propagate_forward_time: 9.3287858963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750623703
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       750.05914, best error:       636.82330 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.4003448486s, input_fired_time: 1.8856096268, output_fired_time: 1.2485766411, propagate_forward_time: 47.8054161072, propagate_backward_time: 73.7289047241, weight_update_time: 0.1062368825, other_time: 2.7318344116
epoch time: 12.8655214310s, input_fired_time: 0.2489084005, output_fired_time: 0.0000000000, propagate_forward_time: 12.0359020233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807113647
validation[          , genome  7096] predictions:    9749/  10000 (97.49%), best:    9807/10000 (98.07%), error:       800.00684, best error:       636.82330 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 128.0489807129s, input_fired_time: 1.8852208853, output_fired_time: 1.2635052204, propagate_forward_time: 48.0431289673, propagate_backward_time: 74.1125030518, weight_update_time: 0.1055978388, other_time: 2.7446212769
epoch time: 9.8622446060s, input_fired_time: 0.2040772289, output_fired_time: 0.0000000000, propagate_forward_time: 9.1832065582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749612808
validation[          , genome  7096] predictions:    9750/  10000 (97.50%), best:    9807/10000 (98.07%), error:       798.44904, best error:       636.82330 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.6950378418s, input_fired_time: 1.8929222822, output_fired_time: 1.2539525032, propagate_forward_time: 48.1957931519, propagate_backward_time: 74.5202407837, weight_update_time: 0.1073586121, other_time: 2.8321304321
epoch time: 10.2901382446s, input_fired_time: 0.2098832130, output_fired_time: 0.0000000000, propagate_forward_time: 9.5810098648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992456436
validation[          , genome  7096] predictions:    9742/  10000 (97.42%), best:    9807/10000 (98.07%), error:       831.25079, best error:       636.82330 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 127.1616592407s, input_fired_time: 1.8874391317, output_fired_time: 1.2548651695, propagate_forward_time: 47.7807312012, propagate_backward_time: 73.4517440796, weight_update_time: 0.1054653376, other_time: 2.7868804932
epoch time: 9.9028568268s, input_fired_time: 0.2062361240, output_fired_time: 0.0000000000, propagate_forward_time: 9.2069463730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896745682
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       711.68018, best error:       636.82330 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 125.1611785889s, input_fired_time: 1.8816150427, output_fired_time: 1.2314944267, propagate_forward_time: 46.6822357178, propagate_backward_time: 72.6591644287, weight_update_time: 0.1029832661, other_time: 2.7066726685
epoch time: 9.9321603775s, input_fired_time: 0.2059769630, output_fired_time: 0.0000000000, propagate_forward_time: 9.2499761581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762067795
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9807/10000 (98.07%), error:       812.89471, best error:       636.82330 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.5102081299s, input_fired_time: 1.8967424631, output_fired_time: 1.2596027851, propagate_forward_time: 48.1673011780, propagate_backward_time: 74.4438247681, weight_update_time: 0.1055195928, other_time: 2.7427291870
epoch time: 9.9723806381s, input_fired_time: 0.2093981355, output_fired_time: 0.0000000000, propagate_forward_time: 9.2785587311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844236374
validation[          , genome  7096] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       713.97058, best error:       636.82330 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.4042968750s, input_fired_time: 1.8823698759, output_fired_time: 1.2319829464, propagate_forward_time: 47.0496292114, propagate_backward_time: 72.5077285767, weight_update_time: 0.1037626043, other_time: 2.7325897217
epoch time: 10.1868143082s, input_fired_time: 0.2068173885, output_fired_time: 0.0000000000, propagate_forward_time: 9.4922266006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877700806
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9807/10000 (98.07%), error:       848.37140, best error:       636.82330 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 125.9207229614s, input_fired_time: 1.8834284544, output_fired_time: 1.2403923273, propagate_forward_time: 47.0894889832, propagate_backward_time: 72.9964981079, weight_update_time: 0.1042045131, other_time: 2.7109146118
epoch time: 10.0466718674s, input_fired_time: 0.2087701857, output_fired_time: 0.0000000000, propagate_forward_time: 9.3430356979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948663712
validation[          , genome  7096] predictions:    9750/  10000 (97.50%), best:    9807/10000 (98.07%), error:       825.56836, best error:       636.82330 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 132.2074279785s, input_fired_time: 1.9359148741, output_fired_time: 1.2877913713, propagate_forward_time: 49.4969100952, propagate_backward_time: 76.6762390137, weight_update_time: 0.1087177917, other_time: 2.8105697632
epoch time: 12.5581626892s, input_fired_time: 0.2436279505, output_fired_time: 0.0000000000, propagate_forward_time: 11.7496700287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648651123
validation[          , genome  7096] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       765.17480, best error:       636.82330 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.5662384033s, input_fired_time: 1.9361472130, output_fired_time: 1.2808885574, propagate_forward_time: 50.0511169434, propagate_backward_time: 76.5003738403, weight_update_time: 0.1094270498, other_time: 2.7977218628
epoch time: 10.2019824982s, input_fired_time: 0.2088859081, output_fired_time: 0.0000000000, propagate_forward_time: 9.5111627579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819335938
validation[          , genome  7096] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       762.54987, best error:       636.82330 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 124.9421234131s, input_fired_time: 1.8690698147, output_fired_time: 1.2313157320, propagate_forward_time: 46.6445770264, propagate_backward_time: 72.4986801147, weight_update_time: 0.1036236733, other_time: 2.6984786987
epoch time: 9.9364500046s, input_fired_time: 0.2038626075, output_fired_time: 0.0000000000, propagate_forward_time: 9.2493438721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832439423
validation[          , genome  7096] predictions:    9647/  10000 (96.47%), best:    9807/10000 (98.07%), error:      1126.83679, best error:       636.82330 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 142.4971160889s, input_fired_time: 2.0193209648, output_fired_time: 1.3693779707, propagate_forward_time: 53.9101142883, propagate_backward_time: 82.2273330688, weight_update_time: 0.1165090129, other_time: 2.9709701538
epoch time: 9.8587646484s, input_fired_time: 0.2092255056, output_fired_time: 0.0000000000, propagate_forward_time: 9.1713047028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782342911
validation[          , genome  7096] predictions:    9776/  10000 (97.76%), best:    9807/10000 (98.07%), error:       772.42773, best error:       636.82330 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 124.7111282349s, input_fired_time: 1.8715698719, output_fired_time: 1.2222701311, propagate_forward_time: 46.7443351746, propagate_backward_time: 72.1355133057, weight_update_time: 0.1029919460, other_time: 2.7374420166
epoch time: 9.9537715912s, input_fired_time: 0.2115373015, output_fired_time: 0.0000000000, propagate_forward_time: 9.2549381256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872961044
validation[          , genome  7096] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       720.79712, best error:       636.82330 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 124.3555450439s, input_fired_time: 1.8824037313, output_fired_time: 1.2223489285, propagate_forward_time: 46.6916542053, propagate_backward_time: 71.8110885620, weight_update_time: 0.1019708887, other_time: 2.7480545044
epoch time: 11.8157491684s, input_fired_time: 0.2330274731, output_fired_time: 0.0000000000, propagate_forward_time: 11.0374641418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452575684
validation[          , genome  7096] predictions:    9731/  10000 (97.31%), best:    9807/10000 (98.07%), error:       843.56732, best error:       636.82330 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 125.8956909180s, input_fired_time: 1.8886265755, output_fired_time: 1.2323687077, propagate_forward_time: 47.3290100098, propagate_backward_time: 72.7296142578, weight_update_time: 0.1038796827, other_time: 2.7160720825
epoch time: 10.7800998688s, input_fired_time: 0.2220858783, output_fired_time: 0.0000000000, propagate_forward_time: 10.0516281128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063858032
validation[          , genome  7096] predictions:    9751/  10000 (97.51%), best:    9807/10000 (98.07%), error:       848.71063, best error:       636.82330 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.9815063477s, input_fired_time: 1.9069417715, output_fired_time: 1.2491629124, propagate_forward_time: 48.4100837708, propagate_backward_time: 74.6375961304, weight_update_time: 0.1068212166, other_time: 2.7777175903
epoch time: 9.8404636383s, input_fired_time: 0.2043272406, output_fired_time: 0.0000000000, propagate_forward_time: 9.1590204239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771156311
validation[          , genome  7096] predictions:    9772/  10000 (97.72%), best:    9807/10000 (98.07%), error:       724.04285, best error:       636.82330 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 132.5110168457s, input_fired_time: 1.9265692234, output_fired_time: 1.2853288651, propagate_forward_time: 49.6850242615, propagate_backward_time: 76.7963714600, weight_update_time: 0.1098872796, other_time: 2.8177185059
epoch time: 10.3332967758s, input_fired_time: 0.2111010998, output_fired_time: 0.0000000000, propagate_forward_time: 9.6290111542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931840897
validation[          , genome  7096] predictions:    9762/  10000 (97.62%), best:    9807/10000 (98.07%), error:       750.42371, best error:       636.82330 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 138.6391601562s, input_fired_time: 1.9835422039, output_fired_time: 1.3328709602, propagate_forward_time: 52.0701446533, propagate_backward_time: 80.3252563477, weight_update_time: 0.1147746891, other_time: 2.9273529053
epoch time: 9.9299850464s, input_fired_time: 0.2038198113, output_fired_time: 0.0000000000, propagate_forward_time: 9.2509813309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751834869
validation[          , genome  7096] predictions:    9741/  10000 (97.41%), best:    9807/10000 (98.07%), error:       836.28607, best error:       636.82330 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.4996490479s, input_fired_time: 2.0259997845, output_fired_time: 1.3894815445, propagate_forward_time: 54.3707275391, propagate_backward_time: 83.7364273071, weight_update_time: 0.1179110706, other_time: 2.9770126343
epoch time: 10.5090675354s, input_fired_time: 0.2182511091, output_fired_time: 0.0000000000, propagate_forward_time: 9.7922058105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986104965
validation[          , genome  7096] predictions:    9714/  10000 (97.14%), best:    9807/10000 (98.07%), error:      1005.02557, best error:       636.82330 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.1456451416s, input_fired_time: 1.9013589621, output_fired_time: 1.2720947266, propagate_forward_time: 48.2124786377, propagate_backward_time: 74.9669265747, weight_update_time: 0.1084468588, other_time: 2.7927856445
epoch time: 10.0436124802s, input_fired_time: 0.2082604021, output_fired_time: 0.0000000000, propagate_forward_time: 9.3435125351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918394089
validation[          , genome  7096] predictions:    9781/  10000 (97.81%), best:    9807/10000 (98.07%), error:       720.67267, best error:       636.82330 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 127.4613494873s, input_fired_time: 1.8865249157, output_fired_time: 1.2481919527, propagate_forward_time: 47.8057174683, propagate_backward_time: 73.7876510620, weight_update_time: 0.1052472666, other_time: 2.7332611084
epoch time: 9.8766260147s, input_fired_time: 0.2040639818, output_fired_time: 0.0000000000, propagate_forward_time: 9.1968955994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756660461
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       698.32703, best error:       636.82330 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.2131805420s, input_fired_time: 1.9059016705, output_fired_time: 1.2507716417, propagate_forward_time: 47.9873352051, propagate_backward_time: 74.2856979370, weight_update_time: 0.1053311154, other_time: 2.7834777832
epoch time: 10.7689361572s, input_fired_time: 0.2216604650, output_fired_time: 0.0000000000, propagate_forward_time: 10.0319013596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153741837
validation[          , genome  7096] predictions:    9755/  10000 (97.55%), best:    9807/10000 (98.07%), error:       835.61578, best error:       636.82330 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 132.5183715820s, input_fired_time: 1.9467370510, output_fired_time: 1.2847337723, propagate_forward_time: 49.7700576782, propagate_backward_time: 76.6497344971, weight_update_time: 0.1089121625, other_time: 2.8671188354
epoch time: 10.0510950089s, input_fired_time: 0.2115563750, output_fired_time: 0.0000000000, propagate_forward_time: 9.3324356079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071029663
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       741.55676, best error:       636.82330 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 127.6816635132s, input_fired_time: 1.8921252489, output_fired_time: 1.2550766468, propagate_forward_time: 47.7513427734, propagate_backward_time: 74.0087890625, weight_update_time: 0.1060762852, other_time: 2.7743301392
epoch time: 10.4229755402s, input_fired_time: 0.2127927840, output_fired_time: 0.0000000000, propagate_forward_time: 9.7151737213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950094223
validation[          , genome  7096] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       788.11926, best error:       636.82330 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 132.0870361328s, input_fired_time: 1.9285508394, output_fired_time: 1.2831737995, propagate_forward_time: 49.5353698730, propagate_backward_time: 76.5149078369, weight_update_time: 0.1089647785, other_time: 2.8250274658
epoch time: 9.9103927612s, input_fired_time: 0.2097728103, output_fired_time: 0.0000000000, propagate_forward_time: 9.2219991684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786205292
validation[          , genome  7096] predictions:    9752/  10000 (97.52%), best:    9807/10000 (98.07%), error:       856.98596, best error:       636.82330 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 130.1387634277s, input_fired_time: 1.9217139482, output_fired_time: 1.2629354000, propagate_forward_time: 48.8303947449, propagate_backward_time: 75.3455352783, weight_update_time: 0.1072084382, other_time: 2.7781982422
epoch time: 11.2952346802s, input_fired_time: 0.2266963124, output_fired_time: 0.0000000000, propagate_forward_time: 10.5429801941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255584717
validation[          , genome  7096] predictions:    9715/  10000 (97.15%), best:    9807/10000 (98.07%), error:       930.86206, best error:       636.82330 on epoch:    62, 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: 52.4870719910s, input_fired_time: 1.0616885424, output_fired_time: 0.0000000000, propagate_forward_time: 48.8733634949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5520210266
best training[          , genome  7096] predictions:   49707/  50000 (99.41%), best:    9807/10000 (98.07%), error:      1225.26733, best error:       636.82330 on epoch:    62, 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: 10.5214900970s, input_fired_time: 0.2102522105, output_fired_time: 0.0000000000, propagate_forward_time: 9.7943229675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169153214
   testing[          , genome  7096] predictions:    9810/  10000 (98.10%), best:    9807/10000 (98.07%), error:       620.38202, best error:       636.82330 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:38:52 (42686): called boinc_finish(0)

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