Nameexact_genome_1518178202_48_18396_0
Workunit2992791
Created9 Feb 2018, 20:19:35 UTC
Sent9 Feb 2018, 20:50:56 UTC
Report deadline11 Apr 2018, 15:23:48 UTC
Received13 Feb 2018, 14:19:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60884
Run time22 hours 59 min 59 sec
CPU time22 hours 59 min 59 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.54 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size182.89 MB
Peak swap size185.05 MB
Peak disk usage4.64 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0000 (98.81%), best:    9883/10000 (98.83%), error:       401.74396, best error:       383.41122 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 749.0805664062s, input_fired_time: 10.9644117355, output_fired_time: 7.1567444801, propagate_forward_time: 289.0842285156, propagate_backward_time: 431.1880187988, weight_update_time: 0.6219383478, other_time: 10.6871643066
epoch time: 61.0074996948s, input_fired_time: 1.1186957359, output_fired_time: 0.0000000000, propagate_forward_time: 57.9236412048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9651641846
validation[          , genome 18396] predictions:    9881/  10000 (98.81%), best:    9883/10000 (98.83%), error:       395.51480, best error:       383.41122 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 749.3769531250s, input_fired_time: 11.0007371902, output_fired_time: 7.1584630013, propagate_forward_time: 289.2108764648, propagate_backward_time: 431.3255615234, weight_update_time: 0.6210249662, other_time: 10.6813354492
epoch time: 66.7013778687s, input_fired_time: 1.1842402220, output_fired_time: 0.0000000000, propagate_forward_time: 63.4757385254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0413970947
validation[          , genome 18396] predictions:    9844/  10000 (98.44%), best:    9883/10000 (98.83%), error:       509.44827, best error:       383.41122 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 748.0828247070s, input_fired_time: 10.9653234482, output_fired_time: 7.1315069199, propagate_forward_time: 289.0727844238, propagate_backward_time: 430.2309570312, weight_update_time: 0.6217246056, other_time: 10.6822204590
epoch time: 61.1428985596s, input_fired_time: 1.1261044741, output_fired_time: 0.0000000000, propagate_forward_time: 58.0434761047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9733161926
validation[          , genome 18396] predictions:    9888/  10000 (98.88%), best:    9883/10000 (98.83%), error:       393.27621, best error:       383.41122 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 748.4184570312s, input_fired_time: 11.0117530823, output_fired_time: 7.1385483742, propagate_forward_time: 289.2035217285, propagate_backward_time: 430.3731079102, weight_update_time: 0.6225299835, other_time: 10.6914978027
epoch time: 60.8609504700s, input_fired_time: 1.1214612722, output_fired_time: 0.0000000000, propagate_forward_time: 57.7718887329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9676017761
validation[          , genome 18396] predictions:    9870/  10000 (98.70%), best:    9883/10000 (98.83%), error:       390.40860, best error:       383.41122 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 748.7924194336s, input_fired_time: 11.0251369476, output_fired_time: 7.1559605598, propagate_forward_time: 289.0448608398, propagate_backward_time: 430.8663940430, weight_update_time: 0.6226048470, other_time: 10.7000732422
epoch time: 60.8577041626s, input_fired_time: 1.1225061417, output_fired_time: 0.0000000000, propagate_forward_time: 57.7685775757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9666213989
validation[          , genome 18396] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       374.44519, best error:       374.44519 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 749.9780883789s, input_fired_time: 11.0340614319, output_fired_time: 7.1596651077, propagate_forward_time: 289.7424926758, propagate_backward_time: 431.3226623535, weight_update_time: 0.6230999231, other_time: 10.7192077637
epoch time: 60.8465499878s, input_fired_time: 1.1172053814, output_fired_time: 0.0000000000, propagate_forward_time: 57.7622489929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9670944214
validation[          , genome 18396] predictions:    9877/  10000 (98.77%), best:    9886/10000 (98.86%), error:       406.58194, best error:       374.44519 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 760.6047973633s, input_fired_time: 11.0838613510, output_fired_time: 7.2387547493, propagate_forward_time: 293.4812622070, propagate_backward_time: 438.0402526855, weight_update_time: 0.6286701560, other_time: 10.7606506348
epoch time: 62.3050880432s, input_fired_time: 1.1465314627, output_fired_time: 0.0000000000, propagate_forward_time: 59.1775474548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9810104370
validation[          , genome 18396] predictions:    9875/  10000 (98.75%), best:    9886/10000 (98.86%), error:       410.36533, best error:       374.44519 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 749.1190185547s, input_fired_time: 11.0177869797, output_fired_time: 7.1502609253, propagate_forward_time: 289.3241577148, propagate_backward_time: 430.9157104492, weight_update_time: 0.6228267550, other_time: 10.7111206055
epoch time: 60.9239158630s, input_fired_time: 1.1215918064, output_fired_time: 0.0000000000, propagate_forward_time: 57.8362159729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9661064148
validation[          , genome 18396] predictions:    9874/  10000 (98.74%), best:    9886/10000 (98.86%), error:       377.75436, best error:       374.44519 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1408.4075927734s, input_fired_time: 11.0113639832, output_fired_time: 7.1905579567, propagate_forward_time: 290.7337036133, propagate_backward_time: 1088.7690429688, weight_update_time: 0.6261770725, other_time: 10.7028808594
epoch time: 60.9121093750s, input_fired_time: 1.1314514875, output_fired_time: 0.0000000000, propagate_forward_time: 57.8164672852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9641914368
validation[          , genome 18396] predictions:    9862/  10000 (98.62%), best:    9886/10000 (98.86%), error:       421.87579, best error:       374.44519 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 751.1865234375s, input_fired_time: 11.0245265961, output_fired_time: 7.1728868484, propagate_forward_time: 290.1788024902, propagate_backward_time: 432.1148376465, weight_update_time: 0.6245257258, other_time: 10.6954345703
epoch time: 60.8950080872s, input_fired_time: 1.1208691597, output_fired_time: 0.0000000000, propagate_forward_time: 57.8116073608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9625320435
validation[          , genome 18396] predictions:    9863/  10000 (98.63%), best:    9886/10000 (98.86%), error:       416.94247, best error:       374.44519 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 753.1796264648s, input_fired_time: 11.0194101334, output_fired_time: 7.1804928780, propagate_forward_time: 291.1171569824, propagate_backward_time: 433.1518859863, weight_update_time: 0.6240983009, other_time: 10.7106933594
epoch time: 60.8473777771s, input_fired_time: 1.1248770952, output_fired_time: 0.0000000000, propagate_forward_time: 57.7618141174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9606857300
validation[          , genome 18396] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       366.61856, best error:       366.61856 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 752.9288330078s, input_fired_time: 11.2381057739, output_fired_time: 7.2291011810, propagate_forward_time: 290.3601989746, propagate_backward_time: 432.7467346191, weight_update_time: 0.6528438330, other_time: 11.3546752930
epoch time: 61.2077484131s, input_fired_time: 1.2167547941, output_fired_time: 0.0000000000, propagate_forward_time: 57.8115539551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1794395447
validation[          , genome 18396] predictions:    9882/  10000 (98.82%), best:    9888/10000 (98.88%), error:       387.28516, best error:       366.61856 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 752.4744262695s, input_fired_time: 11.4257287979, output_fired_time: 7.2511191368, propagate_forward_time: 290.0221557617, propagate_backward_time: 431.8777465820, weight_update_time: 0.6712936163, other_time: 11.8977050781
epoch time: 61.5679206848s, input_fired_time: 1.2348277569, output_fired_time: 0.0000000000, propagate_forward_time: 58.1460189819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1870727539
validation[          , genome 18396] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       365.77777, best error:       365.77777 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 754.7718505859s, input_fired_time: 11.4534826279, output_fired_time: 7.2734560966, propagate_forward_time: 290.5189208984, propagate_backward_time: 433.6479797363, weight_update_time: 0.6703465581, other_time: 11.8780212402
epoch time: 77.0337982178s, input_fired_time: 1.3848665953, output_fired_time: 0.0000000000, propagate_forward_time: 73.2641601562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3847732544
validation[          , genome 18396] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       422.84604, best error:       365.77777 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 888.7093505859s, input_fired_time: 100.6435470581, output_fired_time: 7.5550351143, propagate_forward_time: 310.0690002441, propagate_backward_time: 458.6645202637, weight_update_time: 0.6820482016, other_time: 11.7772216797
epoch time: 61.0228996277s, input_fired_time: 1.1405413151, output_fired_time: 0.0000000000, propagate_forward_time: 57.9042320251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9781265259
validation[          , genome 18396] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       326.34988, best error:       326.34988 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 748.0081176758s, input_fired_time: 11.0419826508, output_fired_time: 7.1322879791, propagate_forward_time: 289.1774291992, propagate_backward_time: 429.9747924805, weight_update_time: 0.6250452399, other_time: 10.6816406250
epoch time: 60.9014778137s, input_fired_time: 1.1343334913, output_fired_time: 0.0000000000, propagate_forward_time: 57.7981414795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9690017700
validation[          , genome 18396] predictions:    9780/  10000 (97.80%), best:    9896/10000 (98.96%), error:       659.42706, best error:       326.34988 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 755.7881469727s, input_fired_time: 11.1085300446, output_fired_time: 7.2215995789, propagate_forward_time: 291.9632873535, propagate_backward_time: 434.7657470703, weight_update_time: 0.6251257062, other_time: 10.7289733887
epoch time: 60.9959068298s, input_fired_time: 1.1318484545, output_fired_time: 0.0000000000, propagate_forward_time: 57.8995399475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9645195007
validation[          , genome 18396] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       347.12286, best error:       326.34988 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 748.6100463867s, input_fired_time: 11.0495319366, output_fired_time: 7.1347270012, propagate_forward_time: 289.3493957520, propagate_backward_time: 430.3914489746, weight_update_time: 0.6223895550, other_time: 10.6849365234
epoch time: 60.8640365601s, input_fired_time: 1.1462117434, output_fired_time: 0.0000000000, propagate_forward_time: 57.7561340332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9616889954
validation[          , genome 18396] predictions:    9884/  10000 (98.84%), best:    9896/10000 (98.96%), error:       355.68811, best error:       326.34988 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 750.8252563477s, input_fired_time: 11.0804471970, output_fired_time: 7.1744971275, propagate_forward_time: 289.7714233398, propagate_backward_time: 432.1155090332, weight_update_time: 0.6224265099, other_time: 10.6833801270
epoch time: 61.1159286499s, input_fired_time: 1.1449418068, output_fired_time: 0.0000000000, propagate_forward_time: 57.9855194092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9854660034
validation[          , genome 18396] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       362.94833, best error:       326.34988 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 748.0136108398s, input_fired_time: 11.0446643829, output_fired_time: 7.1413784027, propagate_forward_time: 288.9571228027, propagate_backward_time: 430.1909484863, weight_update_time: 0.6231711507, other_time: 10.6795043945
epoch time: 60.8795967102s, input_fired_time: 1.1308747530, output_fired_time: 0.0000000000, propagate_forward_time: 57.7833862305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9653358459
validation[          , genome 18396] predictions:    9869/  10000 (98.69%), best:    9896/10000 (98.96%), error:       393.78116, best error:       326.34988 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 748.1115112305s, input_fired_time: 11.0672159195, output_fired_time: 7.1315546036, propagate_forward_time: 289.2229614258, propagate_backward_time: 430.0061035156, weight_update_time: 0.6234641671, other_time: 10.6837158203
epoch time: 61.0239906311s, input_fired_time: 1.1414588690, output_fired_time: 0.0000000000, propagate_forward_time: 57.9122428894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9702873230
validation[          , genome 18396] predictions:    9867/  10000 (98.67%), best:    9896/10000 (98.96%), error:       386.56802, best error:       326.34988 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1234.9935302734s, input_fired_time: 11.1732959747, output_fired_time: 7.2107043266, propagate_forward_time: 290.8555603027, propagate_backward_time: 914.7915039062, weight_update_time: 0.6340555549, other_time: 10.9624023438
epoch time: 61.2036628723s, input_fired_time: 1.2193332911, output_fired_time: 0.0000000000, propagate_forward_time: 57.8088912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1754379272
validation[          , genome 18396] predictions:    9900/  10000 (99.00%), best:    9896/10000 (98.96%), error:       333.63132, best error:       326.34988 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 755.6586303711s, input_fired_time: 11.4832773209, output_fired_time: 7.2961077690, propagate_forward_time: 290.9438476562, propagate_backward_time: 434.0986022949, weight_update_time: 0.6703715324, other_time: 11.8368225098
epoch time: 61.2806205750s, input_fired_time: 1.2288229465, output_fired_time: 0.0000000000, propagate_forward_time: 57.8820037842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1697921753
validation[          , genome 18396] predictions:    9894/  10000 (98.94%), best:    9896/10000 (98.96%), error:       347.93246, best error:       326.34988 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 760.6277465820s, input_fired_time: 11.2891435623, output_fired_time: 7.2685017586, propagate_forward_time: 293.7142028809, propagate_backward_time: 437.1783447266, weight_update_time: 0.6451793313, other_time: 11.1775817871
epoch time: 60.9161415100s, input_fired_time: 1.1424232721, output_fired_time: 0.0000000000, propagate_forward_time: 57.8076057434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9661140442
validation[          , genome 18396] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       312.52008, best error:       312.52008 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 750.5449218750s, input_fired_time: 11.0938978195, output_fired_time: 7.1813344955, propagate_forward_time: 289.6217346191, propagate_backward_time: 431.9603881836, weight_update_time: 0.6224374771, other_time: 10.6875915527
epoch time: 60.8471908569s, input_fired_time: 1.1424242258, output_fired_time: 0.0000000000, propagate_forward_time: 57.7425117493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9622535706
validation[          , genome 18396] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       286.49921, best error:       286.49921 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 749.4981689453s, input_fired_time: 11.1001844406, output_fired_time: 7.1721539497, propagate_forward_time: 289.1473388672, propagate_backward_time: 431.4009704590, weight_update_time: 0.6219470501, other_time: 10.6775207520
epoch time: 60.8619117737s, input_fired_time: 1.1483559608, output_fired_time: 0.0000000000, propagate_forward_time: 57.7496757507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9638786316
validation[          , genome 18396] predictions:    9879/  10000 (98.79%), best:    9911/10000 (99.11%), error:       377.17053, best error:       286.49921 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 775.2599487305s, input_fired_time: 11.2944860458, output_fired_time: 7.3632640839, propagate_forward_time: 299.8790893555, propagate_backward_time: 445.8601379395, weight_update_time: 0.6361247301, other_time: 10.8629455566
epoch time: 60.8667716980s, input_fired_time: 1.1430635452, output_fired_time: 0.0000000000, propagate_forward_time: 57.7592086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9645004272
validation[          , genome 18396] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       278.17947, best error:       278.17947 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 751.1763916016s, input_fired_time: 11.1395559311, output_fired_time: 7.1690983772, propagate_forward_time: 290.0753479004, propagate_backward_time: 432.0639648438, weight_update_time: 0.6234551668, other_time: 10.7284240723
epoch time: 60.9104270935s, input_fired_time: 1.1403644085, output_fired_time: 0.0000000000, propagate_forward_time: 57.8047828674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9652786255
validation[          , genome 18396] predictions:    9894/  10000 (98.94%), best:    9911/10000 (99.11%), error:       330.53574, best error:       278.17947 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 757.7555541992s, input_fired_time: 11.1516189575, output_fired_time: 7.2142214775, propagate_forward_time: 292.6510314941, propagate_backward_time: 435.9992675781, weight_update_time: 0.6268802881, other_time: 10.7394104004
epoch time: 60.9999389648s, input_fired_time: 1.1460868120, output_fired_time: 0.0000000000, propagate_forward_time: 57.8894538879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9643974304
validation[          , genome 18396] predictions:    9890/  10000 (98.90%), best:    9911/10000 (99.11%), error:       349.86932, best error:       278.17947 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 770.3854370117s, input_fired_time: 11.2525386810, output_fired_time: 7.3131422997, propagate_forward_time: 297.9698791504, propagate_backward_time: 443.0162658691, weight_update_time: 0.6362445354, other_time: 10.8335571289
epoch time: 60.8782386780s, input_fired_time: 1.1510586739, output_fired_time: 0.0000000000, propagate_forward_time: 57.7628860474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9642944336
validation[          , genome 18396] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       282.20422, best error:       278.17947 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 749.1939086914s, input_fired_time: 11.1248159409, output_fired_time: 7.1654987335, propagate_forward_time: 289.0317077637, propagate_backward_time: 431.1912231445, weight_update_time: 0.6220718026, other_time: 10.6806335449
epoch time: 60.8935661316s, input_fired_time: 1.1432386637, output_fired_time: 0.0000000000, propagate_forward_time: 57.7842063904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9661216736
validation[          , genome 18396] predictions:    9853/  10000 (98.53%), best:    9911/10000 (99.11%), error:       493.51312, best error:       278.17947 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 749.7519531250s, input_fired_time: 11.1316499710, output_fired_time: 7.1829266548, propagate_forward_time: 289.0489196777, propagate_backward_time: 431.6929321289, weight_update_time: 0.6220775247, other_time: 10.6955261230
epoch time: 60.8967857361s, input_fired_time: 1.1506165266, output_fired_time: 0.0000000000, propagate_forward_time: 57.7805366516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9656333923
validation[          , genome 18396] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       315.65024, best error:       278.17947 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 750.4752197266s, input_fired_time: 11.1457328796, output_fired_time: 7.1809859276, propagate_forward_time: 289.8231201172, propagate_backward_time: 431.6213378906, weight_update_time: 0.6224895716, other_time: 10.7040405273
epoch time: 61.1647071838s, input_fired_time: 1.1577048302, output_fired_time: 0.0000000000, propagate_forward_time: 58.0299491882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9770545959
validation[          , genome 18396] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       311.00311, best error:       278.17947 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 768.2438354492s, input_fired_time: 11.2771549225, output_fired_time: 7.3100891113, propagate_forward_time: 297.0019226074, propagate_backward_time: 441.7890930176, weight_update_time: 0.6336242557, other_time: 10.8656005859
epoch time: 62.3996925354s, input_fired_time: 1.1748653650, output_fired_time: 0.0000000000, propagate_forward_time: 59.2338066101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9910202026
validation[          , genome 18396] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       302.11810, best error:       278.17947 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 747.8644409180s, input_fired_time: 11.1613149643, output_fired_time: 7.1338224411, propagate_forward_time: 289.0941162109, propagate_backward_time: 429.7698974609, weight_update_time: 0.6216202378, other_time: 10.7052612305
epoch time: 60.8785591125s, input_fired_time: 1.1586602926, output_fired_time: 0.0000000000, propagate_forward_time: 57.7523765564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9675216675
validation[          , genome 18396] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       297.37103, best error:       278.17947 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 747.6889038086s, input_fired_time: 11.1635274887, output_fired_time: 7.1294622421, propagate_forward_time: 289.0167541504, propagate_backward_time: 429.6860351562, weight_update_time: 0.6216622591, other_time: 10.6931457520
epoch time: 60.8853492737s, input_fired_time: 1.1560693979, output_fired_time: 0.0000000000, propagate_forward_time: 57.7626914978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9665870667
validation[          , genome 18396] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       324.32297, best error:       278.17947 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 748.5357055664s, input_fired_time: 11.1481447220, output_fired_time: 7.1485300064, propagate_forward_time: 289.0762329102, propagate_backward_time: 430.4552307129, weight_update_time: 0.6211878657, other_time: 10.7075500488
epoch time: 60.9049835205s, input_fired_time: 1.1565384865, output_fired_time: 0.0000000000, propagate_forward_time: 57.7796783447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9687652588
validation[          , genome 18396] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       263.19562, best error:       263.19562 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 748.4436035156s, input_fired_time: 11.1542825699, output_fired_time: 7.1512312889, propagate_forward_time: 289.0012817383, propagate_backward_time: 430.4400024414, weight_update_time: 0.6217326522, other_time: 10.6967773438
epoch time: 60.8924331665s, input_fired_time: 1.1526865959, output_fired_time: 0.0000000000, propagate_forward_time: 57.7719879150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9677581787
validation[          , genome 18396] predictions:    9898/  10000 (98.98%), best:    9913/10000 (99.13%), error:       326.88623, best error:       263.19562 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 763.6015625000s, input_fired_time: 11.2632675171, output_fired_time: 7.2707324028, propagate_forward_time: 295.3398742676, propagate_backward_time: 438.9330444336, weight_update_time: 0.6296384335, other_time: 10.7946472168
epoch time: 60.8862876892s, input_fired_time: 1.1541121006, output_fired_time: 0.0000000000, propagate_forward_time: 57.7662925720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9658813477
validation[          , genome 18396] predictions:    9911/  10000 (99.11%), best:    9913/10000 (99.13%), error:       297.45251, best error:       263.19562 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 748.7400512695s, input_fired_time: 11.1563081741, output_fired_time: 7.1570854187, propagate_forward_time: 289.1172485352, propagate_backward_time: 430.6176757812, weight_update_time: 0.6228501797, other_time: 10.6917114258
epoch time: 60.8824462891s, input_fired_time: 1.1533669233, output_fired_time: 0.0000000000, propagate_forward_time: 57.7626800537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9664001465
validation[          , genome 18396] predictions:    9914/  10000 (99.14%), best:    9913/10000 (99.13%), error:       284.83817, best error:       263.19562 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 748.9583129883s, input_fired_time: 11.1599159241, output_fired_time: 7.1598463058, propagate_forward_time: 289.1155700684, propagate_backward_time: 430.8251342773, weight_update_time: 0.6223871112, other_time: 10.6978454590
epoch time: 61.0511054993s, input_fired_time: 1.1612185240, output_fired_time: 0.0000000000, propagate_forward_time: 57.9212875366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9686012268
validation[          , genome 18396] predictions:    9909/  10000 (99.09%), best:    9913/10000 (99.13%), error:       268.95050, best error:       263.19562 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 748.8526611328s, input_fired_time: 11.1732826233, output_fired_time: 7.1683840752, propagate_forward_time: 289.0036926270, propagate_backward_time: 430.8190307617, weight_update_time: 0.6224653125, other_time: 10.6882629395
epoch time: 60.9045104980s, input_fired_time: 1.1584515572, output_fired_time: 0.0000000000, propagate_forward_time: 57.7793998718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9666595459
validation[          , genome 18396] predictions:    9906/  10000 (99.06%), best:    9913/10000 (99.13%), error:       299.50568, best error:       263.19562 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 755.6468505859s, input_fired_time: 11.2138547897, output_fired_time: 7.2397079468, propagate_forward_time: 291.7448120117, propagate_backward_time: 434.7218933105, weight_update_time: 0.6245407462, other_time: 10.7265930176
epoch time: 65.3423690796s, input_fired_time: 1.2031617165, output_fired_time: 0.0000000000, propagate_forward_time: 62.1046676636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0345382690
validation[          , genome 18396] predictions:    9912/  10000 (99.12%), best:    9913/10000 (99.13%), error:       265.72244, best error:       263.19562 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 753.2459716797s, input_fired_time: 11.1978654861, output_fired_time: 7.2117986679, propagate_forward_time: 290.6570434570, propagate_backward_time: 433.4862365723, weight_update_time: 0.6218884587, other_time: 10.6930236816
epoch time: 60.8784370422s, input_fired_time: 1.1507859230, output_fired_time: 0.0000000000, propagate_forward_time: 57.7643432617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9633064270
validation[          , genome 18396] predictions:    9897/  10000 (98.97%), best:    9913/10000 (99.13%), error:       341.49707, best error:       263.19562 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1120.4044189453s, input_fired_time: 11.1824951172, output_fired_time: 7.1406335831, propagate_forward_time: 661.1278686523, propagate_backward_time: 430.2863769531, weight_update_time: 0.6211131215, other_time: 10.6670532227
epoch time: 60.8687019348s, input_fired_time: 1.1552349329, output_fired_time: 0.0000000000, propagate_forward_time: 57.7508277893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9626388550
validation[          , genome 18396] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       254.48601, best error:       254.48601 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 748.0607910156s, input_fired_time: 11.2012977600, output_fired_time: 7.1304655075, propagate_forward_time: 289.0609130859, propagate_backward_time: 429.9860839844, weight_update_time: 0.6217629910, other_time: 10.6820068359
epoch time: 60.9125747681s, input_fired_time: 1.1645472050, output_fired_time: 0.0000000000, propagate_forward_time: 57.7808609009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9671669006
validation[          , genome 18396] predictions:    9914/  10000 (99.14%), best:    9916/10000 (99.16%), error:       276.09372, best error:       254.48601 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 748.0412597656s, input_fired_time: 11.2048854828, output_fired_time: 7.1250939369, propagate_forward_time: 289.0002746582, propagate_backward_time: 430.0090637207, weight_update_time: 0.6234672070, other_time: 10.7019042969
epoch time: 60.8919296265s, input_fired_time: 1.1619918346, output_fired_time: 0.0000000000, propagate_forward_time: 57.7611808777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9687576294
validation[          , genome 18396] predictions:    9920/  10000 (99.20%), best:    9916/10000 (99.16%), error:       261.15628, best error:       254.48601 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 748.2054443359s, input_fired_time: 11.2146663666, output_fired_time: 7.1316089630, propagate_forward_time: 289.1751708984, propagate_backward_time: 429.9768066406, weight_update_time: 0.6216940880, other_time: 10.7072143555
epoch time: 60.9808883667s, input_fired_time: 1.1597641706, output_fired_time: 0.0000000000, propagate_forward_time: 57.8586158752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9625091553
validation[          , genome 18396] predictions:    9922/  10000 (99.22%), best:    9916/10000 (99.16%), error:       259.41782, best error:       254.48601 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 787.3066406250s, input_fired_time: 11.4213933945, output_fired_time: 7.4321899414, propagate_forward_time: 305.1780090332, propagate_backward_time: 452.3280944824, weight_update_time: 0.6430484653, other_time: 10.9469604492
epoch time: 60.8521270752s, input_fired_time: 1.1504753828, output_fired_time: 0.0000000000, propagate_forward_time: 57.7404785156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9611740112
validation[          , genome 18396] predictions:    9886/  10000 (98.86%), best:    9916/10000 (99.16%), error:       353.37717, best error:       254.48601 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 848.6127319336s, input_fired_time: 11.1579570770, output_fired_time: 7.1888871193, propagate_forward_time: 388.0960998535, propagate_backward_time: 431.5048522949, weight_update_time: 0.6207184196, other_time: 10.6649169922
epoch time: 61.0241127014s, input_fired_time: 1.1591047049, output_fired_time: 0.0000000000, propagate_forward_time: 57.9006347656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9643745422
validation[          , genome 18396] predictions:    9917/  10000 (99.17%), best:    9916/10000 (99.16%), error:       255.82986, best error:       254.48601 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 749.3866577148s, input_fired_time: 11.1541242599, output_fired_time: 7.1755170822, propagate_forward_time: 288.9808959961, propagate_backward_time: 431.4154052734, weight_update_time: 0.6206679344, other_time: 10.6607055664
epoch time: 60.8546905518s, input_fired_time: 1.1550724506, output_fired_time: 0.0000000000, propagate_forward_time: 57.7397880554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9598312378
validation[          , genome 18396] predictions:    9924/  10000 (99.24%), best:    9916/10000 (99.16%), error:       256.82672, best error:       254.48601 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 749.4879760742s, input_fired_time: 11.1591558456, output_fired_time: 7.1854014397, propagate_forward_time: 288.9851989746, propagate_backward_time: 431.4960937500, weight_update_time: 0.6212634444, other_time: 10.6620788574
epoch time: 60.8632736206s, input_fired_time: 1.1615114212, output_fired_time: 0.0000000000, propagate_forward_time: 57.7412643433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9604988098
validation[          , genome 18396] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       252.07610, best error:       252.07610 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 752.2413940430s, input_fired_time: 11.2164087296, output_fired_time: 7.1677522659, propagate_forward_time: 290.7732238770, propagate_backward_time: 432.3768005371, weight_update_time: 0.6246742010, other_time: 10.7072143555
epoch time: 60.9432067871s, input_fired_time: 1.1641130447, output_fired_time: 0.0000000000, propagate_forward_time: 57.8123626709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9667320251
validation[          , genome 18396] predictions:    9922/  10000 (99.22%), best:    9921/10000 (99.21%), error:       252.10512, best error:       252.07610 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 749.1978759766s, input_fired_time: 11.2123842239, output_fired_time: 7.1498646736, propagate_forward_time: 289.3761291504, propagate_backward_time: 430.7666320801, weight_update_time: 0.6211899519, other_time: 10.6928710938
epoch time: 60.9207191467s, input_fired_time: 1.1580591202, output_fired_time: 0.0000000000, propagate_forward_time: 57.7982635498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9643974304
validation[          , genome 18396] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       255.32617, best error:       252.07610 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 749.4979248047s, input_fired_time: 11.2147655487, output_fired_time: 7.1547999382, propagate_forward_time: 289.3941955566, propagate_backward_time: 431.0310363770, weight_update_time: 0.6216993928, other_time: 10.7031250000
epoch time: 60.9271965027s, input_fired_time: 1.1627076864, output_fired_time: 0.0000000000, propagate_forward_time: 57.7989425659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9655456543
validation[          , genome 18396] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       247.13763, best error:       247.13763 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 749.0231933594s, input_fired_time: 11.2141323090, output_fired_time: 7.1640319824, propagate_forward_time: 289.1395263672, propagate_backward_time: 430.8155517578, weight_update_time: 0.6209461689, other_time: 10.6899414062
epoch time: 60.8944358826s, input_fired_time: 1.1711733341, output_fired_time: 0.0000000000, propagate_forward_time: 57.7574844360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9657783508
validation[          , genome 18396] predictions:    9928/  10000 (99.28%), best:    9928/10000 (99.28%), error:       242.20323, best error:       242.20323 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 749.0682983398s, input_fired_time: 11.2045145035, output_fired_time: 7.1447749138, propagate_forward_time: 289.2302551270, propagate_backward_time: 430.7853393555, weight_update_time: 0.6229923964, other_time: 10.7033996582
epoch time: 60.9659423828s, input_fired_time: 1.1663736105, output_fired_time: 0.0000000000, propagate_forward_time: 57.8373870850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9621810913
validation[          , genome 18396] predictions:    9922/  10000 (99.22%), best:    9928/10000 (99.28%), error:       253.57683, best error:       242.20323 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 749.5360107422s, input_fired_time: 11.2134809494, output_fired_time: 7.1593699455, propagate_forward_time: 289.3503723145, propagate_backward_time: 431.1474914551, weight_update_time: 0.6210089922, other_time: 10.6652832031
epoch time: 60.9152030945s, input_fired_time: 1.1639983654, output_fired_time: 0.0000000000, propagate_forward_time: 57.7921218872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9590835571
validation[          , genome 18396] predictions:    9926/  10000 (99.26%), best:    9928/10000 (99.28%), error:       246.98802, best error:       242.20323 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 749.5948486328s, input_fired_time: 11.2266330719, output_fired_time: 7.1749525070, propagate_forward_time: 289.1252136230, propagate_backward_time: 431.4015197754, weight_update_time: 0.6199024916, other_time: 10.6665649414
epoch time: 60.8708038330s, input_fired_time: 1.1634353399, output_fired_time: 0.0000000000, propagate_forward_time: 57.7475738525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9597930908
validation[          , genome 18396] predictions:    9914/  10000 (99.14%), best:    9928/10000 (99.28%), error:       291.07159, best error:       242.20323 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 749.4115600586s, input_fired_time: 11.2000532150, output_fired_time: 7.1752820015, propagate_forward_time: 288.8976135254, propagate_backward_time: 431.4849853516, weight_update_time: 0.6196873188, other_time: 10.6535949707
epoch time: 60.8907432556s, input_fired_time: 1.1697942019, output_fired_time: 0.0000000000, propagate_forward_time: 57.7622146606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9587326050
validation[          , genome 18396] predictions:    9922/  10000 (99.22%), best:    9928/10000 (99.28%), error:       246.65118, best error:       242.20323 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 749.6026611328s, input_fired_time: 11.2074079514, output_fired_time: 7.1576838493, propagate_forward_time: 289.3076171875, propagate_backward_time: 431.2610473633, weight_update_time: 0.6208165288, other_time: 10.6689453125
epoch time: 60.8914108276s, input_fired_time: 1.1655502319, output_fired_time: 0.0000000000, propagate_forward_time: 57.7593498230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9665107727
validation[          , genome 18396] predictions:    9925/  10000 (99.25%), best:    9928/10000 (99.28%), error:       249.98840, best error:       242.20323 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 747.7033081055s, input_fired_time: 11.2110328674, output_fired_time: 7.1244721413, propagate_forward_time: 289.0474853516, propagate_backward_time: 429.6326293945, weight_update_time: 0.6206279993, other_time: 10.6876831055
epoch time: 60.8929367065s, input_fired_time: 1.1636546850, output_fired_time: 0.0000000000, propagate_forward_time: 57.7618980408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9673843384
validation[          , genome 18396] predictions:    9922/  10000 (99.22%), best:    9928/10000 (99.28%), error:       260.86371, best error:       242.20323 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 747.9609985352s, input_fired_time: 11.2204780579, output_fired_time: 7.1270070076, propagate_forward_time: 289.0684509277, propagate_backward_time: 429.8601074219, weight_update_time: 0.6206352115, other_time: 10.6849670410
epoch time: 60.8846740723s, input_fired_time: 1.1661537886, output_fired_time: 0.0000000000, propagate_forward_time: 57.7537193298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9648017883
validation[          , genome 18396] predictions:    9925/  10000 (99.25%), best:    9928/10000 (99.28%), error:       250.45276, best error:       242.20323 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 747.6687622070s, input_fired_time: 11.2125701904, output_fired_time: 7.1273875237, propagate_forward_time: 288.9703979492, propagate_backward_time: 429.6870727539, weight_update_time: 0.6203963161, other_time: 10.6713256836
epoch time: 60.8734817505s, input_fired_time: 1.1613618135, output_fired_time: 0.0000000000, propagate_forward_time: 57.7483367920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9637832642
validation[          , genome 18396] predictions:    9923/  10000 (99.23%), best:    9928/10000 (99.28%), error:       249.37636, best error:       242.20323 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 771.2985839844s, input_fired_time: 11.3668842316, output_fired_time: 7.3330669403, propagate_forward_time: 297.8320617676, propagate_backward_time: 443.9394836426, weight_update_time: 0.6333725452, other_time: 10.8270874023
epoch time: 70.0090332031s, input_fired_time: 1.2660055161, output_fired_time: 0.0000000000, propagate_forward_time: 66.6368026733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1062240601
validation[          , genome 18396] predictions:    9916/  10000 (99.16%), best:    9928/10000 (99.28%), error:       266.72842, best error:       242.20323 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 752.9944458008s, input_fired_time: 11.2175445557, output_fired_time: 7.1925673485, propagate_forward_time: 290.2540283203, propagate_backward_time: 433.6369323730, weight_update_time: 0.6230408549, other_time: 10.6933898926
epoch time: 60.9004478455s, input_fired_time: 1.1657071114, output_fired_time: 0.0000000000, propagate_forward_time: 57.7727394104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9620018005
validation[          , genome 18396] predictions:    9931/  10000 (99.31%), best:    9928/10000 (99.28%), error:       247.67406, best error:       242.20323 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 748.4285278320s, input_fired_time: 11.2193784714, output_fired_time: 7.1383185387, propagate_forward_time: 289.1766357422, propagate_backward_time: 430.2060546875, weight_update_time: 0.6211384535, other_time: 10.6881713867
epoch time: 60.9607658386s, input_fired_time: 1.1686220169, output_fired_time: 0.0000000000, propagate_forward_time: 57.8208580017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9712867737
validation[          , genome 18396] predictions:    9923/  10000 (99.23%), best:    9923/10000 (99.23%), error:       241.67610, best error:       241.67610 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 749.9704589844s, input_fired_time: 11.2270288467, output_fired_time: 7.1584134102, propagate_forward_time: 289.5006408691, propagate_backward_time: 431.3848876953, weight_update_time: 0.6220544577, other_time: 10.6994934082
epoch time: 61.1453170776s, input_fired_time: 1.1747406721, output_fired_time: 0.0000000000, propagate_forward_time: 57.9983215332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9722557068
validation[          , genome 18396] predictions:    9923/  10000 (99.23%), best:    9923/10000 (99.23%), error:       240.99939, best error:       240.99939 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 748.3556518555s, input_fired_time: 11.2227849960, output_fired_time: 7.1307349205, propagate_forward_time: 289.1567077637, propagate_backward_time: 430.1593322754, weight_update_time: 0.6231275201, other_time: 10.6860961914
epoch time: 61.0549011230s, input_fired_time: 1.1712958813, output_fired_time: 0.0000000000, propagate_forward_time: 57.9229736328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9606323242
validation[          , genome 18396] predictions:    9930/  10000 (99.30%), best:    9923/10000 (99.23%), error:       245.83774, best error:       240.99939 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 747.7314453125s, input_fired_time: 11.2098674774, output_fired_time: 7.1215505600, propagate_forward_time: 289.0261535645, propagate_backward_time: 429.7145080566, weight_update_time: 0.6215603352, other_time: 10.6594238281
epoch time: 60.8766517639s, input_fired_time: 1.1670510769, output_fired_time: 0.0000000000, propagate_forward_time: 57.7503700256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9592323303
validation[          , genome 18396] predictions:    9930/  10000 (99.30%), best:    9930/10000 (99.30%), error:       240.76158, best error:       240.76158 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 747.7255249023s, input_fired_time: 11.2083082199, output_fired_time: 7.1253423691, propagate_forward_time: 288.9314270020, propagate_backward_time: 429.7970581055, weight_update_time: 0.6212511063, other_time: 10.6633605957
epoch time: 61.0583381653s, input_fired_time: 1.1687666178, output_fired_time: 0.0000000000, propagate_forward_time: 57.9270553589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9625167847
validation[          , genome 18396] predictions:    9924/  10000 (99.24%), best:    9930/10000 (99.30%), error:       252.01569, best error:       240.76158 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 748.1719970703s, input_fired_time: 11.2190513611, output_fired_time: 7.1253924370, propagate_forward_time: 289.0210571289, propagate_backward_time: 430.1351623535, weight_update_time: 0.6214361787, other_time: 10.6713562012
epoch time: 60.9320373535s, input_fired_time: 1.1700440645, output_fired_time: 0.0000000000, propagate_forward_time: 57.7977828979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9642105103
validation[          , genome 18396] predictions:    9925/  10000 (99.25%), best:    9925/10000 (99.25%), error:       237.93915, best error:       237.93915 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 748.7901000977s, input_fired_time: 11.2290258408, output_fired_time: 7.1414461136, propagate_forward_time: 289.2407531738, propagate_backward_time: 430.5025939941, weight_update_time: 0.6216703653, other_time: 10.6763305664
epoch time: 61.0720939636s, input_fired_time: 1.1709456444, output_fired_time: 0.0000000000, propagate_forward_time: 57.9345626831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9665870667
validation[          , genome 18396] predictions:    9928/  10000 (99.28%), best:    9925/10000 (99.25%), error:       243.95859, best error:       237.93915 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 747.6734619141s, input_fired_time: 11.2164573669, output_fired_time: 7.1282911301, propagate_forward_time: 288.9697265625, propagate_backward_time: 429.6766967773, weight_update_time: 0.6219664812, other_time: 10.6823120117
epoch time: 60.8833045959s, input_fired_time: 1.1703531742, output_fired_time: 0.0000000000, propagate_forward_time: 57.7498168945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9631347656
validation[          , genome 18396] predictions:    9928/  10000 (99.28%), best:    9925/10000 (99.25%), error:       247.23248, best error:       237.93915 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 760.0971679688s, input_fired_time: 11.4978065491, output_fired_time: 7.2561454773, propagate_forward_time: 293.8371276855, propagate_backward_time: 436.1376953125, weight_update_time: 0.6535336375, other_time: 11.3683776855
epoch time: 61.4397277832s, input_fired_time: 1.2543655634, output_fired_time: 0.0000000000, propagate_forward_time: 58.0075683594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1777954102
validation[          , genome 18396] predictions:    9924/  10000 (99.24%), best:    9925/10000 (99.25%), error:       244.60255, best error:       237.93915 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 755.1375732422s, input_fired_time: 11.6561326981, output_fired_time: 7.2962775230, propagate_forward_time: 290.2896118164, propagate_backward_time: 433.9696350098, weight_update_time: 0.6729905009, other_time: 11.9259338379
epoch time: 61.5764694214s, input_fired_time: 1.2658854723, output_fired_time: 0.0000000000, propagate_forward_time: 58.1123123169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1982727051
validation[          , genome 18396] predictions:    9923/  10000 (99.23%), best:    9925/10000 (99.25%), error:       244.91948, best error:       237.93915 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 753.3114624023s, input_fired_time: 11.6185493469, output_fired_time: 7.2763342857, propagate_forward_time: 289.7273559570, propagate_backward_time: 432.8237304688, weight_update_time: 0.6708628535, other_time: 11.8655395508
epoch time: 61.5185623169s, input_fired_time: 1.2607003450, output_fired_time: 0.0000000000, propagate_forward_time: 58.0820579529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1758041382
validation[          , genome 18396] predictions:    9929/  10000 (99.29%), best:    9925/10000 (99.25%), error:       240.08864, best error:       237.93915 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 753.1135253906s, input_fired_time: 11.6755676270, output_fired_time: 7.2810745239, propagate_forward_time: 289.5556030273, propagate_backward_time: 432.7673950195, weight_update_time: 0.6702508926, other_time: 11.8339233398
epoch time: 61.3089332581s, input_fired_time: 1.2572007179, output_fired_time: 0.0000000000, propagate_forward_time: 57.8780555725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1736755371
validation[          , genome 18396] predictions:    9928/  10000 (99.28%), best:    9925/10000 (99.25%), error:       242.74658, best error:       237.93915 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 752.6293334961s, input_fired_time: 11.6228513718, output_fired_time: 7.2779188156, propagate_forward_time: 289.4811706543, propagate_backward_time: 432.4288330078, weight_update_time: 0.6707868576, other_time: 11.8185729980
epoch time: 62.5215072632s, input_fired_time: 1.2684859037, output_fired_time: 0.0000000000, propagate_forward_time: 59.0689506531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1840705872
validation[          , genome 18396] predictions:    9927/  10000 (99.27%), best:    9927/10000 (99.27%), error:       237.47585, best error:       237.47585 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 751.7095336914s, input_fired_time: 11.6176214218, output_fired_time: 7.2477259636, propagate_forward_time: 289.6316223145, propagate_backward_time: 431.3807983398, weight_update_time: 0.6719193459, other_time: 11.8317565918
epoch time: 61.2247848511s, input_fired_time: 1.2526868582, output_fired_time: 0.0000000000, propagate_forward_time: 57.7992553711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1728439331
validation[          , genome 18396] predictions:    9927/  10000 (99.27%), best:    9927/10000 (99.27%), error:       240.17406, best error:       237.47585 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 751.1561889648s, input_fired_time: 11.6143522263, output_fired_time: 7.2409958839, propagate_forward_time: 289.4204406738, propagate_backward_time: 431.0466308594, weight_update_time: 0.6715099812, other_time: 11.8337707520
epoch time: 61.5550804138s, input_fired_time: 1.2604582310, output_fired_time: 0.0000000000, propagate_forward_time: 58.1200256348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1745948792
validation[          , genome 18396] predictions:    9926/  10000 (99.26%), best:    9927/10000 (99.27%), error:       240.82147, best error:       237.47585 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 752.8663330078s, input_fired_time: 11.6111259460, output_fired_time: 7.2817182541, propagate_forward_time: 289.7798156738, propagate_backward_time: 432.3730468750, weight_update_time: 0.6710391045, other_time: 11.8205871582
epoch time: 61.2442054749s, input_fired_time: 1.2522325516, output_fired_time: 0.0000000000, propagate_forward_time: 57.8236885071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1682853699
validation[          , genome 18396] predictions:    9922/  10000 (99.22%), best:    9927/10000 (99.27%), error:       245.02441, best error:       237.47585 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 755.5216674805s, input_fired_time: 11.6225156784, output_fired_time: 7.2867727280, propagate_forward_time: 290.6893310547, propagate_backward_time: 434.0406799316, weight_update_time: 0.6723864675, other_time: 11.8824157715
epoch time: 61.6456947327s, input_fired_time: 1.2586981058, output_fired_time: 0.0000000000, propagate_forward_time: 58.1984405518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1885566711
validation[          , genome 18396] predictions:    9932/  10000 (99.32%), best:    9927/10000 (99.27%), error:       239.95367, best error:       237.47585 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 754.1272583008s, input_fired_time: 11.6059656143, output_fired_time: 7.2766919136, propagate_forward_time: 290.1531066895, propagate_backward_time: 433.2427368164, weight_update_time: 0.6733110547, other_time: 11.8487854004
epoch time: 61.2316513062s, input_fired_time: 1.2509816885, output_fired_time: 0.0000000000, propagate_forward_time: 57.8061408997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1745300293
validation[          , genome 18396] predictions:    9932/  10000 (99.32%), best:    9932/10000 (99.32%), error:       234.80536, best error:       234.80536 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 750.9843139648s, input_fired_time: 11.6012744904, output_fired_time: 7.2263879776, propagate_forward_time: 289.5326843262, propagate_backward_time: 430.8122558594, weight_update_time: 0.6700206995, other_time: 11.8117370605
epoch time: 61.3007888794s, input_fired_time: 1.2526535988, output_fired_time: 0.0000000000, propagate_forward_time: 57.8777580261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1703758240
validation[          , genome 18396] predictions:    9925/  10000 (99.25%), best:    9932/10000 (99.32%), error:       242.68118, best error:       234.80536 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 752.5720825195s, input_fired_time: 11.6097764969, output_fired_time: 7.2744393349, propagate_forward_time: 289.5440979004, propagate_backward_time: 432.3362426758, weight_update_time: 0.6716182232, other_time: 11.8075256348
epoch time: 61.2198638916s, input_fired_time: 1.2505348921, output_fired_time: 0.0000000000, propagate_forward_time: 57.7995529175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1697769165
validation[          , genome 18396] predictions:    9925/  10000 (99.25%), best:    9925/10000 (99.25%), error:       234.21274, best error:       234.21274 on epoch:   100, 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: 306.4092712402s, input_fired_time: 6.3210515976, output_fired_time: 0.0000000000, propagate_forward_time: 289.1907653809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8974609375
best training[          , genome 18396] predictions:   50000/  50000 (100.00%), best:    9925/10000 (99.25%), error:        59.33976, best error:       234.21274 on epoch:   100, 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: 61.2324638367s, input_fired_time: 1.2420265675, output_fired_time: 0.0000000000, propagate_forward_time: 57.8165245056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1739120483
   testing[          , genome 18396] predictions:    9931/  10000 (99.31%), best:    9925/10000 (99.25%), error:       206.23927, best error:       234.21274 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:45:31 (127660): called boinc_finish(0)

</stderr_txt>
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