Nameexact_genome_1512568488_41_4794_1
Workunit2595226
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline13 Dec 2017, 16:35:04 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 20 min 2 sec
CPU time3 hours 19 min 7 sec
Validate stateValid
Credit1,548.46
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.62 MB
Peak swap size157.04 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.1847715378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842472076
validation[          , genome  4794] predictions:    9563/  10000 (95.63%), best:    9648/10000 (96.48%), error:      1376.26306, best error:      1146.22083 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.7874221802s, input_fired_time: 1.0269168615, output_fired_time: 0.8901711702, propagate_forward_time: 41.1520996094, propagate_backward_time: 62.8930702209, weight_update_time: 0.1410905123, other_time: 2.8251609802
epoch time: 8.9603815079s, input_fired_time: 0.1419318914, output_fired_time: 0.0000000000, propagate_forward_time: 8.2864007950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320491791
validation[          , genome  4794] predictions:    9631/  10000 (96.31%), best:    9648/10000 (96.48%), error:      1255.00110, best error:      1146.22083 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.0004653931s, input_fired_time: 1.0389817953, output_fired_time: 0.9126611352, propagate_forward_time: 41.6694793701, propagate_backward_time: 63.4728698730, weight_update_time: 0.1392090321, other_time: 2.9064788818
epoch time: 8.9630832672s, input_fired_time: 0.1308413446, output_fired_time: 0.0000000000, propagate_forward_time: 8.3253126144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069293976
validation[          , genome  4794] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1113.19507, best error:      1113.19507 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 108.3732681274s, input_fired_time: 1.0215350389, output_fired_time: 0.9046319723, propagate_forward_time: 41.0384330750, propagate_backward_time: 62.6236038208, weight_update_time: 0.1335523725, other_time: 2.7850570679
epoch time: 8.7588644028s, input_fired_time: 0.1284184605, output_fired_time: 0.0000000000, propagate_forward_time: 8.1444091797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860363007
validation[          , genome  4794] predictions:    9635/  10000 (96.35%), best:    9656/10000 (96.56%), error:      1215.43701, best error:      1113.19507 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 109.2707366943s, input_fired_time: 1.0623805523, output_fired_time: 0.8946341276, propagate_forward_time: 41.2497329712, propagate_backward_time: 63.1731452942, weight_update_time: 0.1365362257, other_time: 2.8908500671
epoch time: 8.8033914566s, input_fired_time: 0.1274418682, output_fired_time: 0.0000000000, propagate_forward_time: 8.1906509399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852991104
validation[          , genome  4794] predictions:    9659/  10000 (96.59%), best:    9656/10000 (96.56%), error:      1175.36340, best error:      1113.19507 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.7048645020s, input_fired_time: 1.0030119419, output_fired_time: 0.8889532089, propagate_forward_time: 40.7721290588, propagate_backward_time: 62.3076400757, weight_update_time: 0.1331385523, other_time: 2.7331314087
epoch time: 8.5404653549s, input_fired_time: 0.1247041747, output_fired_time: 0.0000000000, propagate_forward_time: 7.9310956001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846653938
validation[          , genome  4794] predictions:    9603/  10000 (96.03%), best:    9656/10000 (96.56%), error:      1297.41992, best error:      1113.19507 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 109.5237808228s, input_fired_time: 1.0374668837, output_fired_time: 0.8947719336, propagate_forward_time: 41.4179954529, propagate_backward_time: 63.2641334534, weight_update_time: 0.1345245242, other_time: 2.9094047546
epoch time: 9.0493745804s, input_fired_time: 0.1312079877, output_fired_time: 0.0000000000, propagate_forward_time: 8.4025840759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155820847
validation[          , genome  4794] predictions:    9623/  10000 (96.23%), best:    9656/10000 (96.56%), error:      1230.93188, best error:      1113.19507 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.0586853027s, input_fired_time: 1.0324062109, output_fired_time: 0.9082012177, propagate_forward_time: 41.6031188965, propagate_backward_time: 63.6043624878, weight_update_time: 0.1361376643, other_time: 2.9105911255
epoch time: 8.7855234146s, input_fired_time: 0.1270353645, output_fired_time: 0.0000000000, propagate_forward_time: 8.1750860214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834022522
validation[          , genome  4794] predictions:    9650/  10000 (96.50%), best:    9656/10000 (96.56%), error:      1243.67151, best error:      1113.19507 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 107.6320877075s, input_fired_time: 0.9930215478, output_fired_time: 0.8848403692, propagate_forward_time: 40.7643585205, propagate_backward_time: 62.2820510864, weight_update_time: 0.1328812540, other_time: 2.7078170776
epoch time: 8.7953710556s, input_fired_time: 0.1268771738, output_fired_time: 0.0000000000, propagate_forward_time: 8.1847600937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837341309
validation[          , genome  4794] predictions:    9607/  10000 (96.07%), best:    9656/10000 (96.56%), error:      1273.72070, best error:      1113.19507 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.8890533447s, input_fired_time: 1.0370465517, output_fired_time: 0.8950747848, propagate_forward_time: 41.1382560730, propagate_backward_time: 62.9452896118, weight_update_time: 0.1341031194, other_time: 2.8733901978
epoch time: 9.0146217346s, input_fired_time: 0.1384426504, output_fired_time: 0.0000000000, propagate_forward_time: 8.3609256744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152530670
validation[          , genome  4794] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1021.63776, best error:      1021.63776 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.0345916748s, input_fired_time: 1.0299909115, output_fired_time: 0.9064643383, propagate_forward_time: 41.1808700562, propagate_backward_time: 63.0498085022, weight_update_time: 0.1352143735, other_time: 2.8674583435
epoch time: 8.9340982437s, input_fired_time: 0.1281582862, output_fired_time: 0.0000000000, propagate_forward_time: 8.2917642593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141754150
validation[          , genome  4794] predictions:    9656/  10000 (96.56%), best:    9700/10000 (97.00%), error:      1118.62939, best error:      1021.63776 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.5354461670s, input_fired_time: 1.0263806581, output_fired_time: 0.9023510814, propagate_forward_time: 41.0807533264, propagate_backward_time: 62.7086791992, weight_update_time: 0.1342772394, other_time: 2.8172760010
epoch time: 8.6834964752s, input_fired_time: 0.1260555685, output_fired_time: 0.0000000000, propagate_forward_time: 8.0762138367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812269211
validation[          , genome  4794] predictions:    9665/  10000 (96.65%), best:    9700/10000 (97.00%), error:      1138.92126, best error:      1021.63776 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 110.1123123169s, input_fired_time: 1.0401736498, output_fired_time: 0.8995041847, propagate_forward_time: 41.6569290161, propagate_backward_time: 63.6111335754, weight_update_time: 0.1348132640, other_time: 2.9045677185
epoch time: 8.8214874268s, input_fired_time: 0.1286021769, output_fired_time: 0.0000000000, propagate_forward_time: 8.1988554001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940299988
validation[          , genome  4794] predictions:    9626/  10000 (96.26%), best:    9700/10000 (97.00%), error:      1205.68896, best error:      1021.63776 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 108.4306869507s, input_fired_time: 1.0160874128, output_fired_time: 0.8895248175, propagate_forward_time: 41.0712127686, propagate_backward_time: 62.6416130066, weight_update_time: 0.1335892230, other_time: 2.8122444153
epoch time: 8.7482385635s, input_fired_time: 0.1265296638, output_fired_time: 0.0000000000, propagate_forward_time: 8.1374998093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842090607
validation[          , genome  4794] predictions:    9583/  10000 (95.83%), best:    9700/10000 (97.00%), error:      1309.50122, best error:      1021.63776 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 108.4141006470s, input_fired_time: 1.0268094540, output_fired_time: 0.8840491772, propagate_forward_time: 41.0634841919, propagate_backward_time: 62.6313934326, weight_update_time: 0.1342615634, other_time: 2.8083648682
epoch time: 8.9394006729s, input_fired_time: 0.1344235986, output_fired_time: 0.0000000000, propagate_forward_time: 8.3035087585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014686584
validation[          , genome  4794] predictions:    9644/  10000 (96.44%), best:    9700/10000 (97.00%), error:      1144.01257, best error:      1021.63776 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 108.3413009644s, input_fired_time: 1.0210841894, output_fired_time: 0.8889045715, propagate_forward_time: 40.9892234802, propagate_backward_time: 62.6043548584, weight_update_time: 0.1356137097, other_time: 2.8377227783
epoch time: 8.8331289291s, input_fired_time: 0.1291016638, output_fired_time: 0.0000000000, propagate_forward_time: 8.2002143860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038127899
validation[          , genome  4794] predictions:    9671/  10000 (96.71%), best:    9700/10000 (97.00%), error:      1100.55652, best error:      1021.63776 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 108.5660934448s, input_fired_time: 1.0306397676, output_fired_time: 0.8878169656, propagate_forward_time: 41.1048316956, propagate_backward_time: 62.7098007202, weight_update_time: 0.1339895278, other_time: 2.8330001831
epoch time: 8.8148040771s, input_fired_time: 0.1261892021, output_fired_time: 0.0000000000, propagate_forward_time: 8.2095985413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790163040
validation[          , genome  4794] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1101.89063, best error:      1021.63776 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.8610076904s, input_fired_time: 1.0210989714, output_fired_time: 0.9189552665, propagate_forward_time: 41.3345603943, propagate_backward_time: 62.8364334106, weight_update_time: 0.1330209374, other_time: 2.7499618530
epoch time: 8.8896703720s, input_fired_time: 0.1304798573, output_fired_time: 0.0000000000, propagate_forward_time: 8.2649173737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942731857
validation[          , genome  4794] predictions:    9665/  10000 (96.65%), best:    9700/10000 (97.00%), error:      1117.02209, best error:      1021.63776 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.4129333496s, input_fired_time: 1.0155894756, output_fired_time: 0.8876916766, propagate_forward_time: 40.9990615845, propagate_backward_time: 62.7501335144, weight_update_time: 0.1341068000, other_time: 2.7604560852
epoch time: 8.9147825241s, input_fired_time: 0.1338851601, output_fired_time: 0.0000000000, propagate_forward_time: 8.2803354263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005617142
validation[          , genome  4794] predictions:    9649/  10000 (96.49%), best:    9700/10000 (97.00%), error:      1125.76892, best error:      1021.63776 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 108.9800491333s, input_fired_time: 1.0414007902, output_fired_time: 0.9152718782, propagate_forward_time: 41.2665748596, propagate_backward_time: 62.9188499451, weight_update_time: 0.1350880414, other_time: 2.8379554749
epoch time: 8.8019437790s, input_fired_time: 0.1288700700, output_fired_time: 0.0000000000, propagate_forward_time: 8.1884374619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846363068
validation[          , genome  4794] predictions:    9604/  10000 (96.04%), best:    9700/10000 (97.00%), error:      1267.84387, best error:      1021.63776 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 108.1247024536s, input_fired_time: 1.0165758133, output_fired_time: 0.8828870058, propagate_forward_time: 40.9528121948, propagate_backward_time: 62.4937286377, weight_update_time: 0.1338319629, other_time: 2.7786941528
epoch time: 8.8360023499s, input_fired_time: 0.1346897930, output_fired_time: 0.0000000000, propagate_forward_time: 8.2071008682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942121506
validation[          , genome  4794] predictions:    9662/  10000 (96.62%), best:    9700/10000 (97.00%), error:      1090.94775, best error:      1021.63776 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 108.4491500854s, input_fired_time: 1.0186363459, output_fired_time: 0.9057708383, propagate_forward_time: 41.0946121216, propagate_backward_time: 62.6652603149, weight_update_time: 0.1388361603, other_time: 2.7648696899
epoch time: 8.7838449478s, input_fired_time: 0.1273919791, output_fired_time: 0.0000000000, propagate_forward_time: 8.1732435226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832096100
validation[          , genome  4794] predictions:    9667/  10000 (96.67%), best:    9700/10000 (97.00%), error:      1079.12256, best error:      1021.63776 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.2829818726s, input_fired_time: 1.0273334980, output_fired_time: 0.9082192183, propagate_forward_time: 41.3042716980, propagate_backward_time: 63.2402915955, weight_update_time: 0.1389800012, other_time: 2.8028602600
epoch time: 8.7631053925s, input_fired_time: 0.1289373487, output_fired_time: 0.0000000000, propagate_forward_time: 8.1525144577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816532135
validation[          , genome  4794] predictions:    9587/  10000 (95.87%), best:    9700/10000 (97.00%), error:      1300.37207, best error:      1021.63776 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.5534439087s, input_fired_time: 1.0282193422, output_fired_time: 0.8872898817, propagate_forward_time: 41.0820503235, propagate_backward_time: 62.7467079163, weight_update_time: 0.1435176581, other_time: 2.8091697693
epoch time: 8.8487005234s, input_fired_time: 0.1307379901, output_fired_time: 0.0000000000, propagate_forward_time: 8.2210454941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969167709
validation[          , genome  4794] predictions:    9675/  10000 (96.75%), best:    9700/10000 (97.00%), error:      1079.04236, best error:      1021.63776 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 110.2579345703s, input_fired_time: 1.0590928793, output_fired_time: 0.9298378229, propagate_forward_time: 41.7294158936, propagate_backward_time: 63.5822830200, weight_update_time: 0.1402029544, other_time: 2.9573059082
epoch time: 8.8347892761s, input_fired_time: 0.1313218623, output_fired_time: 0.0000000000, propagate_forward_time: 8.1938762665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095911026
validation[          , genome  4794] predictions:    9698/  10000 (96.98%), best:    9700/10000 (97.00%), error:      1093.90881, best error:      1021.63776 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 108.9977416992s, input_fired_time: 1.0309939384, output_fired_time: 0.9068326950, propagate_forward_time: 41.2024841309, propagate_backward_time: 63.0085372925, weight_update_time: 0.1357487142, other_time: 2.8488998413
epoch time: 8.7870588303s, input_fired_time: 0.1290140897, output_fired_time: 0.0000000000, propagate_forward_time: 8.1694250107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886198044
validation[          , genome  4794] predictions:    9649/  10000 (96.49%), best:    9700/10000 (97.00%), error:      1139.22705, best error:      1021.63776 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.0266418457s, input_fired_time: 1.0097022057, output_fired_time: 0.8920353651, propagate_forward_time: 40.9423599243, propagate_backward_time: 62.4343681335, weight_update_time: 0.1334871650, other_time: 2.7481727600
epoch time: 8.6276044846s, input_fired_time: 0.1271170527, output_fired_time: 0.0000000000, propagate_forward_time: 8.0149869919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855003357
validation[          , genome  4794] predictions:    9391/  10000 (93.91%), best:    9700/10000 (97.00%), error:      1945.34106, best error:      1021.63776 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 108.6958160400s, input_fired_time: 1.0170167685, output_fired_time: 0.8972787857, propagate_forward_time: 41.1042785645, propagate_backward_time: 62.8869514465, weight_update_time: 0.1335420161, other_time: 2.7902946472
epoch time: 8.8080520630s, input_fired_time: 0.1293763518, output_fired_time: 0.0000000000, propagate_forward_time: 8.1964616776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822139740
validation[          , genome  4794] predictions:    9685/  10000 (96.85%), best:    9700/10000 (97.00%), error:      1058.03845, best error:      1021.63776 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.0147323608s, input_fired_time: 1.0082337856, output_fired_time: 0.8825559020, propagate_forward_time: 40.8566780090, propagate_backward_time: 62.5127372742, weight_update_time: 0.1327182055, other_time: 2.7545356750
epoch time: 8.7269144058s, input_fired_time: 0.1272725612, output_fired_time: 0.0000000000, propagate_forward_time: 8.1194458008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801959991
validation[          , genome  4794] predictions:    9666/  10000 (96.66%), best:    9700/10000 (97.00%), error:      1063.75879, best error:      1021.63776 on epoch:    23, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 108.4713516235s, input_fired_time: 1.0353879929, output_fired_time: 0.8817013502, propagate_forward_time: 41.0178451538, propagate_backward_time: 62.7015190125, weight_update_time: 0.1343403012, other_time: 2.8349037170
epoch time: 9.1280679703s, input_fired_time: 0.1352695525, output_fired_time: 0.0000000000, propagate_forward_time: 8.4718227386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209760666
validation[          , genome  4794] predictions:    9659/  10000 (96.59%), best:    9700/10000 (97.00%), error:      1123.21924, best error:      1021.63776 on epoch:    23, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.8196716309s, input_fired_time: 1.0303360224, output_fired_time: 0.8970161080, propagate_forward_time: 41.2211685181, propagate_backward_time: 62.8546905518, weight_update_time: 0.1361283511, other_time: 2.8164596558
epoch time: 8.8618268967s, input_fired_time: 0.1283185631, output_fired_time: 0.0000000000, propagate_forward_time: 8.2457313538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877767563
validation[          , genome  4794] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1008.74170, best error:      1008.74170 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 109.0684127808s, input_fired_time: 1.0342268944, output_fired_time: 0.8944293261, propagate_forward_time: 41.2900123596, propagate_backward_time: 63.0070343018, weight_update_time: 0.1347137690, other_time: 2.8427124023
epoch time: 8.8033275604s, input_fired_time: 0.1391308010, output_fired_time: 0.0000000000, propagate_forward_time: 8.1670236588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971733093
validation[          , genome  4794] predictions:    9668/  10000 (96.68%), best:    9684/10000 (96.84%), error:      1077.45251, best error:      1008.74170 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.7354431152s, input_fired_time: 1.0518269539, output_fired_time: 0.8944739103, propagate_forward_time: 41.4943885803, propagate_backward_time: 63.4096984863, weight_update_time: 0.1440478414, other_time: 2.8850555420
epoch time: 8.7962932587s, input_fired_time: 0.1287072897, output_fired_time: 0.0000000000, propagate_forward_time: 8.1869487762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806375504
validation[          , genome  4794] predictions:    9668/  10000 (96.68%), best:    9684/10000 (96.84%), error:      1101.09460, best error:      1008.74170 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 109.1031875610s, input_fired_time: 1.0396263599, output_fired_time: 0.9045875072, propagate_forward_time: 41.2380294800, propagate_backward_time: 63.0651245117, weight_update_time: 0.1338053495, other_time: 2.8558197021
epoch time: 8.8740682602s, input_fired_time: 0.1331767887, output_fired_time: 0.0000000000, propagate_forward_time: 8.2352676392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056238174
validation[          , genome  4794] predictions:    9672/  10000 (96.72%), best:    9684/10000 (96.84%), error:      1037.14807, best error:      1008.74170 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 108.7561721802s, input_fired_time: 1.0334870815, output_fired_time: 0.8886697888, propagate_forward_time: 41.1606979370, propagate_backward_time: 62.8498878479, weight_update_time: 0.1333746910, other_time: 2.8234291077
epoch time: 8.8886804581s, input_fired_time: 0.1310476810, output_fired_time: 0.0000000000, propagate_forward_time: 8.2545576096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030755997
validation[          , genome  4794] predictions:    9646/  10000 (96.46%), best:    9684/10000 (96.84%), error:      1176.76074, best error:      1008.74170 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 108.0563812256s, input_fired_time: 1.0405302048, output_fired_time: 0.8842044473, propagate_forward_time: 40.8209419250, propagate_backward_time: 62.4765815735, weight_update_time: 0.1348946691, other_time: 2.8341331482
epoch time: 8.9254302979s, input_fired_time: 0.1400057524, output_fired_time: 0.0000000000, propagate_forward_time: 8.2743597031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110645294
validation[          , genome  4794] predictions:    9682/  10000 (96.82%), best:    9684/10000 (96.84%), error:      1038.50391, best error:      1008.74170 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.8706130981s, input_fired_time: 1.0279234648, output_fired_time: 0.8819720149, propagate_forward_time: 40.7877502441, propagate_backward_time: 62.3849983215, weight_update_time: 0.1331483722, other_time: 2.7879676819
epoch time: 8.7820758820s, input_fired_time: 0.1292477548, output_fired_time: 0.0000000000, propagate_forward_time: 8.1670846939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857435226
validation[          , genome  4794] predictions:    9705/  10000 (97.05%), best:    9684/10000 (96.84%), error:      1021.07660, best error:      1008.74170 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 109.6322479248s, input_fired_time: 1.0555902719, output_fired_time: 0.8982146978, propagate_forward_time: 41.4528541565, propagate_backward_time: 63.3709411621, weight_update_time: 0.1344807595, other_time: 2.8546447754
epoch time: 8.7965354919s, input_fired_time: 0.1301846653, output_fired_time: 0.0000000000, propagate_forward_time: 8.1812562943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850940704
validation[          , genome  4794] predictions:    9662/  10000 (96.62%), best:    9684/10000 (96.84%), error:      1065.77258, best error:      1008.74170 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.4978408813s, input_fired_time: 1.0302271843, output_fired_time: 0.8976496458, propagate_forward_time: 41.0848655701, propagate_backward_time: 62.7006263733, weight_update_time: 0.1350975037, other_time: 2.7844657898
epoch time: 8.8246946335s, input_fired_time: 0.1322247833, output_fired_time: 0.0000000000, propagate_forward_time: 8.1914567947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010128021
validation[          , genome  4794] predictions:    9678/  10000 (96.78%), best:    9684/10000 (96.84%), error:      1025.66785, best error:      1008.74170 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 108.6428070068s, input_fired_time: 1.0295888186, output_fired_time: 0.8855131269, propagate_forward_time: 41.1221008301, propagate_backward_time: 62.8063087463, weight_update_time: 0.1339069158, other_time: 2.7992973328
epoch time: 8.7617473602s, input_fired_time: 0.1327522844, output_fired_time: 0.0000000000, propagate_forward_time: 8.1192083359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097866058
validation[          , genome  4794] predictions:    9595/  10000 (95.95%), best:    9684/10000 (96.84%), error:      1309.43140, best error:      1008.74170 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.2277755737s, input_fired_time: 1.0116966963, output_fired_time: 0.8937196136, propagate_forward_time: 40.9955062866, propagate_backward_time: 62.5961112976, weight_update_time: 0.1340026259, other_time: 2.7307395935
epoch time: 8.8467102051s, input_fired_time: 0.1432003081, output_fired_time: 0.0000000000, propagate_forward_time: 8.1984634399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050468445
validation[          , genome  4794] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       968.69012, best error:       968.69012 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 108.6625137329s, input_fired_time: 1.0254646540, output_fired_time: 0.8812263012, propagate_forward_time: 41.0412063599, propagate_backward_time: 62.8627090454, weight_update_time: 0.1342382431, other_time: 2.8519058228
epoch time: 8.7400617599s, input_fired_time: 0.1342307627, output_fired_time: 0.0000000000, propagate_forward_time: 8.1240129471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818181992
validation[          , genome  4794] predictions:    9647/  10000 (96.47%), best:    9701/10000 (97.01%), error:      1114.92029, best error:       968.69012 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 109.2039566040s, input_fired_time: 1.0381895304, output_fired_time: 0.8987442255, propagate_forward_time: 41.3384323120, propagate_backward_time: 63.1170578003, weight_update_time: 0.1380682886, other_time: 2.8115310669
epoch time: 8.7988834381s, input_fired_time: 0.1296366602, output_fired_time: 0.0000000000, propagate_forward_time: 8.1892929077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799537659
validation[          , genome  4794] predictions:    9668/  10000 (96.68%), best:    9701/10000 (97.01%), error:      1109.36755, best error:       968.69012 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 109.0464477539s, input_fired_time: 1.0427720547, output_fired_time: 0.9066633582, propagate_forward_time: 41.2603836060, propagate_backward_time: 63.0187606812, weight_update_time: 0.1347311884, other_time: 2.8178710938
epoch time: 8.8296451569s, input_fired_time: 0.1332223564, output_fired_time: 0.0000000000, propagate_forward_time: 8.1916704178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047521591
validation[          , genome  4794] predictions:    9673/  10000 (96.73%), best:    9701/10000 (97.01%), error:      1038.63342, best error:       968.69012 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 107.7553176880s, input_fired_time: 1.0204708576, output_fired_time: 0.8913592100, propagate_forward_time: 40.8702697754, propagate_backward_time: 62.2555160522, weight_update_time: 0.1472209692, other_time: 2.7177047729
epoch time: 8.9680662155s, input_fired_time: 0.1309522688, output_fired_time: 0.0000000000, propagate_forward_time: 8.3325271606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045871735
validation[          , genome  4794] predictions:    9658/  10000 (96.58%), best:    9701/10000 (97.01%), error:      1122.38477, best error:       968.69012 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 108.4291000366s, input_fired_time: 1.0352228880, output_fired_time: 0.8860030770, propagate_forward_time: 41.1318626404, propagate_backward_time: 62.6071624756, weight_update_time: 0.1348843277, other_time: 2.7688446045
epoch time: 8.7780637741s, input_fired_time: 0.1306310147, output_fired_time: 0.0000000000, propagate_forward_time: 8.1591815948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882507324
validation[          , genome  4794] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1098.37524, best error:       968.69012 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 108.0830688477s, input_fired_time: 1.0114552975, output_fired_time: 0.9036316872, propagate_forward_time: 40.9091110229, propagate_backward_time: 62.5483512878, weight_update_time: 0.1337112933, other_time: 2.7105216980
epoch time: 8.7867307663s, input_fired_time: 0.1292611510, output_fired_time: 0.0000000000, propagate_forward_time: 8.1680297852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894399643
validation[          , genome  4794] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1049.98157, best error:       968.69012 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 108.7285461426s, input_fired_time: 1.0356222391, output_fired_time: 0.9035409689, propagate_forward_time: 41.0893058777, propagate_backward_time: 62.8557128906, weight_update_time: 0.1341369301, other_time: 2.8443603516
epoch time: 8.8796701431s, input_fired_time: 0.1309746355, output_fired_time: 0.0000000000, propagate_forward_time: 8.2554073334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932880402
validation[          , genome  4794] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1117.20398, best error:       968.69012 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 109.6775894165s, input_fired_time: 1.0305567980, output_fired_time: 0.9059194326, propagate_forward_time: 41.3714370728, propagate_backward_time: 63.5619468689, weight_update_time: 0.1390530914, other_time: 2.8077278137
epoch time: 8.8120765686s, input_fired_time: 0.1363712549, output_fired_time: 0.0000000000, propagate_forward_time: 8.1920633316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836416245
validation[          , genome  4794] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1092.85742, best error:       968.69012 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.2326431274s, input_fired_time: 1.0256347656, output_fired_time: 0.9008417130, propagate_forward_time: 40.9386825562, propagate_backward_time: 62.6073760986, weight_update_time: 0.1342586875, other_time: 2.7601089478
epoch time: 8.6990489960s, input_fired_time: 0.1285967231, output_fired_time: 0.0000000000, propagate_forward_time: 8.0908927917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795598984
validation[          , genome  4794] predictions:    9684/  10000 (96.84%), best:    9701/10000 (97.01%), error:      1052.53284, best error:       968.69012 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 107.6624755859s, input_fired_time: 1.0209487677, output_fired_time: 0.8864017129, propagate_forward_time: 40.7326889038, propagate_backward_time: 62.3135948181, weight_update_time: 0.1327424198, other_time: 2.7088432312
epoch time: 8.6655864716s, input_fired_time: 0.1303173006, output_fired_time: 0.0000000000, propagate_forward_time: 8.0435266495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917421341
validation[          , genome  4794] predictions:    9688/  10000 (96.88%), best:    9701/10000 (97.01%), error:      1046.05518, best error:       968.69012 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 108.7665634155s, input_fired_time: 1.0474835634, output_fired_time: 0.9039913416, propagate_forward_time: 41.1688766479, propagate_backward_time: 62.8277435303, weight_update_time: 0.1399921775, other_time: 2.8184661865
epoch time: 8.7570886612s, input_fired_time: 0.1292521656, output_fired_time: 0.0000000000, propagate_forward_time: 8.1448879242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829483032
validation[          , genome  4794] predictions:    9721/  10000 (97.21%), best:    9701/10000 (97.01%), error:       982.09827, best error:       968.69012 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 107.2093124390s, input_fired_time: 1.0074062347, output_fired_time: 0.8757925034, propagate_forward_time: 40.5595321655, propagate_backward_time: 62.0357284546, weight_update_time: 0.1328143924, other_time: 2.7308502197
epoch time: 8.7601604462s, input_fired_time: 0.1302945018, output_fired_time: 0.0000000000, propagate_forward_time: 8.1506681442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791975021
validation[          , genome  4794] predictions:    9700/  10000 (97.00%), best:    9701/10000 (97.01%), error:      1070.63647, best error:       968.69012 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 109.0465087891s, input_fired_time: 1.0409021378, output_fired_time: 0.8972890973, propagate_forward_time: 41.1724395752, propagate_backward_time: 63.0986976624, weight_update_time: 0.1402615905, other_time: 2.8371849060
epoch time: 8.8154363632s, input_fired_time: 0.1331095994, output_fired_time: 0.0000000000, propagate_forward_time: 8.1848783493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974479675
validation[          , genome  4794] predictions:    9708/  10000 (97.08%), best:    9701/10000 (97.01%), error:       995.54639, best error:       968.69012 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 108.9127502441s, input_fired_time: 1.0371258259, output_fired_time: 0.8919456005, propagate_forward_time: 41.1868553162, propagate_backward_time: 62.9684143066, weight_update_time: 0.1343855262, other_time: 2.8284149170
epoch time: 8.9419736862s, input_fired_time: 0.1337739825, output_fired_time: 0.0000000000, propagate_forward_time: 8.3106479645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975519180
validation[          , genome  4794] predictions:    9699/  10000 (96.99%), best:    9701/10000 (97.01%), error:       985.47681, best error:       968.69012 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.9281921387s, input_fired_time: 1.0232304335, output_fired_time: 0.8836791515, propagate_forward_time: 40.9640502930, propagate_backward_time: 62.3446578979, weight_update_time: 0.1331674159, other_time: 2.7125701904
epoch time: 8.9222583771s, input_fired_time: 0.1325240582, output_fired_time: 0.0000000000, propagate_forward_time: 8.2845573425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051765442
validation[          , genome  4794] predictions:    9639/  10000 (96.39%), best:    9701/10000 (97.01%), error:      1179.32227, best error:       968.69012 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 109.3430633545s, input_fired_time: 1.0383480787, output_fired_time: 0.8993142843, propagate_forward_time: 41.3969993591, propagate_backward_time: 63.1304931641, weight_update_time: 0.1360507160, other_time: 2.8779144287
epoch time: 9.0798358917s, input_fired_time: 0.1355324835, output_fired_time: 0.0000000000, propagate_forward_time: 8.4316682816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126352310
validation[          , genome  4794] predictions:    9631/  10000 (96.31%), best:    9701/10000 (97.01%), error:      1231.54407, best error:       968.69012 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.6747589111s, input_fired_time: 1.0412554741, output_fired_time: 0.8953794241, propagate_forward_time: 41.0969810486, propagate_backward_time: 62.7913055420, weight_update_time: 0.1347483248, other_time: 2.8498382568
epoch time: 8.8914527893s, input_fired_time: 0.1320687681, output_fired_time: 0.0000000000, propagate_forward_time: 8.2474975586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118865967
validation[          , genome  4794] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       952.59125, best error:       952.59125 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.7151336670s, input_fired_time: 1.0545383692, output_fired_time: 0.9085528851, propagate_forward_time: 41.8968238831, propagate_backward_time: 63.8763504028, weight_update_time: 0.1451485306, other_time: 2.9788742065
epoch time: 8.7882080078s, input_fired_time: 0.1309680492, output_fired_time: 0.0000000000, propagate_forward_time: 8.1700572968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871826172
validation[          , genome  4794] predictions:    9532/  10000 (95.32%), best:    9718/10000 (97.18%), error:      1494.36951, best error:       952.59125 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 108.7050552368s, input_fired_time: 1.0351865292, output_fired_time: 0.8955512047, propagate_forward_time: 41.1684875488, propagate_backward_time: 62.8040695190, weight_update_time: 0.1345289797, other_time: 2.8017578125
epoch time: 8.7870111465s, input_fired_time: 0.1303396523, output_fired_time: 0.0000000000, propagate_forward_time: 8.1729593277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837121964
validation[          , genome  4794] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       993.99310, best error:       952.59125 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.6673889160s, input_fired_time: 1.0141819715, output_fired_time: 0.8824780583, propagate_forward_time: 40.6858139038, propagate_backward_time: 62.3262748718, weight_update_time: 0.1323278993, other_time: 2.7586402893
epoch time: 8.8638868332s, input_fired_time: 0.1340471804, output_fired_time: 0.0000000000, propagate_forward_time: 8.2320051193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978342056
validation[          , genome  4794] predictions:    9702/  10000 (97.02%), best:    9718/10000 (97.18%), error:       989.30511, best error:       952.59125 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 108.6388549805s, input_fired_time: 1.0453715324, output_fired_time: 0.8981061578, propagate_forward_time: 41.0730819702, propagate_backward_time: 62.8292160034, weight_update_time: 0.1346055865, other_time: 2.7930755615
epoch time: 8.7461624146s, input_fired_time: 0.1305605024, output_fired_time: 0.0000000000, propagate_forward_time: 8.1370143890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785871506
validation[          , genome  4794] predictions:    9635/  10000 (96.35%), best:    9718/10000 (97.18%), error:      1132.63989, best error:       952.59125 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 108.7524490356s, input_fired_time: 1.0506429672, output_fired_time: 0.8887696862, propagate_forward_time: 41.0759963989, propagate_backward_time: 62.8953018188, weight_update_time: 0.1350827515, other_time: 2.8417358398
epoch time: 8.9721660614s, input_fired_time: 0.1318891495, output_fired_time: 0.0000000000, propagate_forward_time: 8.3165769577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236997604
validation[          , genome  4794] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       949.97131, best error:       949.97131 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.5891113281s, input_fired_time: 1.0568941832, output_fired_time: 0.8838152289, propagate_forward_time: 41.3388481140, propagate_backward_time: 63.4135589600, weight_update_time: 0.1339260787, other_time: 2.8959960938
epoch time: 8.8018722534s, input_fired_time: 0.1313757002, output_fired_time: 0.0000000000, propagate_forward_time: 8.1819496155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885473251
validation[          , genome  4794] predictions:    9676/  10000 (96.76%), best:    9718/10000 (97.18%), error:      1059.53662, best error:       949.97131 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.9980392456s, input_fired_time: 1.0666123629, output_fired_time: 0.8946861625, propagate_forward_time: 41.3172607422, propagate_backward_time: 62.8930168152, weight_update_time: 0.1352716386, other_time: 2.8264656067
epoch time: 8.9103097916s, input_fired_time: 0.1339759827, output_fired_time: 0.0000000000, propagate_forward_time: 8.2685661316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077676773
validation[          , genome  4794] predictions:    9710/  10000 (97.10%), best:    9718/10000 (97.18%), error:       961.80481, best error:       949.97131 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.8643646240s, input_fired_time: 1.0394057035, output_fired_time: 0.8881263733, propagate_forward_time: 41.1537437439, propagate_backward_time: 62.9881248474, weight_update_time: 0.1339046210, other_time: 2.7949562073
epoch time: 8.7624883652s, input_fired_time: 0.1319016516, output_fired_time: 0.0000000000, propagate_forward_time: 8.1331110001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974756241
validation[          , genome  4794] predictions:    9670/  10000 (96.70%), best:    9718/10000 (97.18%), error:      1070.38025, best error:       949.97131 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.3291320801s, input_fired_time: 1.0256212950, output_fired_time: 0.8957958221, propagate_forward_time: 40.9754753113, propagate_backward_time: 62.6331634521, weight_update_time: 0.1338765770, other_time: 2.7990722656
epoch time: 8.6464767456s, input_fired_time: 0.1304550618, output_fired_time: 0.0000000000, propagate_forward_time: 8.0372352600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787864685
validation[          , genome  4794] predictions:    9672/  10000 (96.72%), best:    9718/10000 (97.18%), error:      1090.70496, best error:       949.97131 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 108.0160903931s, input_fired_time: 1.0219392776, output_fired_time: 0.8877485991, propagate_forward_time: 40.9443969727, propagate_backward_time: 62.4298667908, weight_update_time: 0.1335516125, other_time: 2.7321357727
epoch time: 8.7824516296s, input_fired_time: 0.1312870532, output_fired_time: 0.0000000000, propagate_forward_time: 8.1688203812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823446274
validation[          , genome  4794] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1135.20581, best error:       949.97131 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 110.1651916504s, input_fired_time: 1.0535125732, output_fired_time: 0.8989797831, propagate_forward_time: 41.5925788879, propagate_backward_time: 63.7106323242, weight_update_time: 0.1341679245, other_time: 2.9094848633
epoch time: 8.7263889313s, input_fired_time: 0.1313118637, output_fired_time: 0.0000000000, propagate_forward_time: 8.1023168564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927606583
validation[          , genome  4794] predictions:    9665/  10000 (96.65%), best:    9718/10000 (97.18%), error:      1086.53552, best error:       949.97131 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 109.1591415405s, input_fired_time: 1.0389568806, output_fired_time: 0.8824680448, propagate_forward_time: 41.3979949951, propagate_backward_time: 63.0652618408, weight_update_time: 0.1339432001, other_time: 2.7744598389
epoch time: 8.8122920990s, input_fired_time: 0.1314031929, output_fired_time: 0.0000000000, propagate_forward_time: 8.1964416504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844474792
validation[          , genome  4794] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       981.69757, best error:       949.97131 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.4551315308s, input_fired_time: 1.0263006687, output_fired_time: 0.8901327848, propagate_forward_time: 41.0611763000, propagate_backward_time: 62.7277832031, weight_update_time: 0.1328117251, other_time: 2.7497406006
epoch time: 8.9610843658s, input_fired_time: 0.1352198869, output_fired_time: 0.0000000000, propagate_forward_time: 8.3102560043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156087875
validation[          , genome  4794] predictions:    9706/  10000 (97.06%), best:    9718/10000 (97.18%), error:      1001.82178, best error:       949.97131 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.7919921875s, input_fired_time: 1.0374177694, output_fired_time: 0.8803225756, propagate_forward_time: 40.7752265930, propagate_backward_time: 62.2861938477, weight_update_time: 0.1334392875, other_time: 2.8128356934
epoch time: 8.8393611908s, input_fired_time: 0.1304278970, output_fired_time: 0.0000000000, propagate_forward_time: 8.2104825974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984502792
validation[          , genome  4794] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:       966.44849, best error:       949.97131 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.2515182495s, input_fired_time: 1.0127979517, output_fired_time: 0.8736885190, propagate_forward_time: 40.6039314270, propagate_backward_time: 62.0406951904, weight_update_time: 0.1315119416, other_time: 2.7204132080
epoch time: 8.7778320313s, input_fired_time: 0.1306805015, output_fired_time: 0.0000000000, propagate_forward_time: 8.1648263931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823255539
validation[          , genome  4794] predictions:    9682/  10000 (96.82%), best:    9718/10000 (97.18%), error:      1041.78137, best error:       949.97131 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 110.4852371216s, input_fired_time: 1.0765633583, output_fired_time: 0.9280551076, propagate_forward_time: 41.7644653320, propagate_backward_time: 63.8258743286, weight_update_time: 0.1344657987, other_time: 2.8902816772
epoch time: 8.9669752121s, input_fired_time: 0.1414773762, output_fired_time: 0.0000000000, propagate_forward_time: 8.2884263992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370712280
validation[          , genome  4794] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1081.61060, best error:       949.97131 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 108.4912033081s, input_fired_time: 1.0417418480, output_fired_time: 0.8860794306, propagate_forward_time: 41.0387611389, propagate_backward_time: 62.7161369324, weight_update_time: 0.1347498596, other_time: 2.8084907532
epoch time: 8.8003425598s, input_fired_time: 0.1334569603, output_fired_time: 0.0000000000, propagate_forward_time: 8.1714649200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954204559
validation[          , genome  4794] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:      1041.21448, best error:       949.97131 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 108.8046951294s, input_fired_time: 1.0568090677, output_fired_time: 0.8926194310, propagate_forward_time: 41.1493530273, propagate_backward_time: 62.8817214966, weight_update_time: 0.1346112192, other_time: 2.8241958618
epoch time: 8.4001827240s, input_fired_time: 0.1279138178, output_fired_time: 0.0000000000, propagate_forward_time: 7.8037657738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685034752
validation[          , genome  4794] predictions:    9637/  10000 (96.37%), best:    9718/10000 (97.18%), error:      1160.87158, best error:       949.97131 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 109.1089248657s, input_fired_time: 1.0639111996, output_fired_time: 0.9040147066, propagate_forward_time: 41.2534599304, propagate_backward_time: 63.0114326477, weight_update_time: 0.1349062175, other_time: 2.8761100769
epoch time: 8.9174871445s, input_fired_time: 0.1342098117, output_fired_time: 0.0000000000, propagate_forward_time: 8.2784986496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047788620
validation[          , genome  4794] predictions:    9658/  10000 (96.58%), best:    9718/10000 (97.18%), error:      1093.18481, best error:       949.97131 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.6008148193s, input_fired_time: 1.0411221981, output_fired_time: 0.9126157165, propagate_forward_time: 41.5313262939, propagate_backward_time: 63.3111572266, weight_update_time: 0.1384640038, other_time: 2.8045959473
epoch time: 8.7397537231s, input_fired_time: 0.1305933744, output_fired_time: 0.0000000000, propagate_forward_time: 8.1173286438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918317795
validation[          , genome  4794] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:      1013.71924, best error:       949.97131 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 108.7996520996s, input_fired_time: 1.0690859556, output_fired_time: 0.8881156445, propagate_forward_time: 41.2242584229, propagate_backward_time: 62.8165245056, weight_update_time: 0.1334689260, other_time: 2.8016700745
epoch time: 8.7936439514s, input_fired_time: 0.1316561848, output_fired_time: 0.0000000000, propagate_forward_time: 8.1808395386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811477661
validation[          , genome  4794] predictions:    9703/  10000 (97.03%), best:    9718/10000 (97.18%), error:      1001.44910, best error:       949.97131 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 108.0521926880s, input_fired_time: 1.0426166058, output_fired_time: 0.8930602670, propagate_forward_time: 40.9040069580, propagate_backward_time: 62.4250564575, weight_update_time: 0.1335902363, other_time: 2.7874526978
epoch time: 8.8650894165s, input_fired_time: 0.1352418363, output_fired_time: 0.0000000000, propagate_forward_time: 8.2288122177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010356903
validation[          , genome  4794] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1078.83130, best error:       949.97131 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 108.6230239868s, input_fired_time: 1.0586647987, output_fired_time: 0.9051172137, propagate_forward_time: 41.0686264038, propagate_backward_time: 62.7272415161, weight_update_time: 0.1412120461, other_time: 2.8633728027
epoch time: 8.7764015198s, input_fired_time: 0.1310100704, output_fired_time: 0.0000000000, propagate_forward_time: 8.1618795395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835119247
validation[          , genome  4794] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:      1058.93372, best error:       949.97131 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 109.0146484375s, input_fired_time: 1.0505568981, output_fired_time: 0.8960074782, propagate_forward_time: 41.2340469360, propagate_backward_time: 63.0113601685, weight_update_time: 0.1349288523, other_time: 2.8226776123
epoch time: 8.8334627151s, input_fired_time: 0.1340547800, output_fired_time: 0.0000000000, propagate_forward_time: 8.2060375214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933700562
validation[          , genome  4794] predictions:    9663/  10000 (96.63%), best:    9718/10000 (97.18%), error:      1152.60291, best error:       949.97131 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 109.3154830933s, input_fired_time: 1.0594274998, output_fired_time: 0.9091991186, propagate_forward_time: 41.3478240967, propagate_backward_time: 63.2058067322, weight_update_time: 0.1339110583, other_time: 2.7932243347
epoch time: 8.8613338470s, input_fired_time: 0.1392757595, output_fired_time: 0.0000000000, propagate_forward_time: 8.2223501205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997081757
validation[          , genome  4794] predictions:    9692/  10000 (96.92%), best:    9718/10000 (97.18%), error:      1007.97223, best error:       949.97131 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 109.1881256104s, input_fired_time: 1.0478478670, output_fired_time: 0.9047287107, propagate_forward_time: 41.2690620422, propagate_backward_time: 63.1859931946, weight_update_time: 0.1389899999, other_time: 2.7804832458
epoch time: 8.8573141098s, input_fired_time: 0.1338106692, output_fired_time: 0.0000000000, propagate_forward_time: 8.2187404633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047626495
validation[          , genome  4794] predictions:    9697/  10000 (96.97%), best:    9718/10000 (97.18%), error:      1024.76135, best error:       949.97131 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 108.0671386719s, input_fired_time: 1.0367628336, output_fired_time: 0.8888319731, propagate_forward_time: 40.9193611145, propagate_backward_time: 62.4711647034, weight_update_time: 0.1349040121, other_time: 2.7510185242
epoch time: 8.7900943756s, input_fired_time: 0.1318674535, output_fired_time: 0.0000000000, propagate_forward_time: 8.1753759384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828510284
validation[          , genome  4794] predictions:    9661/  10000 (96.61%), best:    9718/10000 (97.18%), error:      1111.11255, best error:       949.97131 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 107.9441986084s, input_fired_time: 1.0234947205, output_fired_time: 0.8822620511, propagate_forward_time: 40.8761787415, propagate_backward_time: 62.4640350342, weight_update_time: 0.1323235780, other_time: 2.6982269287
epoch time: 9.0477142334s, input_fired_time: 0.1461581588, output_fired_time: 0.0000000000, propagate_forward_time: 8.3866081238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149478912
validation[          , genome  4794] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       968.79041, best error:       949.97131 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 108.9220275879s, input_fired_time: 1.0662137270, output_fired_time: 0.8999029398, propagate_forward_time: 41.1535873413, propagate_backward_time: 62.9384307861, weight_update_time: 0.1344145834, other_time: 2.8638916016
epoch time: 9.0082893372s, input_fired_time: 0.1395116746, output_fired_time: 0.0000000000, propagate_forward_time: 8.3491153717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196619034
validation[          , genome  4794] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:      1002.40234, best error:       949.97131 on epoch:    76, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 44.2350921631s, input_fired_time: 0.6602742672, output_fired_time: 0.0000000000, propagate_forward_time: 41.0098876953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5649299622
best training[          , genome  4794] predictions:   49376/  50000 (98.75%), best:    9718/10000 (97.18%), error:      2357.96582, best error:       949.97131 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.7835407257s, input_fired_time: 0.1298110783, output_fired_time: 0.0000000000, propagate_forward_time: 8.1642169952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895124435
   testing[          , genome  4794] predictions:    9716/  10000 (97.16%), best:    9718/10000 (97.18%), error:       915.08997, best error:       949.97131 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:04:42 (6828): called boinc_finish(0)

</stderr_txt>
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