Nameexact_genome_1512568488_41_7092_0
Workunit2606724
Created7 Dec 2017, 23:49:20 UTC
Sent7 Dec 2017, 23:53:25 UTC
Report deadline17 Dec 2017, 6:32:08 UTC
Received8 Dec 2017, 13:51:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 41 min 40 sec
CPU time3 hours 41 min 38 sec
Validate stateValid
Credit2,319.22
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.58 MB
Peak swap size152.22 MB
Peak disk usage1.10 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
23995, output_fired_time: 0.7124863863, propagate_forward_time: 43.0874710083, propagate_backward_time: 62.5419616699, weight_update_time: 0.0974862203, other_time: 2.3941497803
epoch time: 10.6207990646s, input_fired_time: 0.1379908621, output_fired_time: 0.0000000000, propagate_forward_time: 10.0393924713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434156418
validation[          , genome  7092] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1186.05310, best error:      1058.23486 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 113.5006179810s, input_fired_time: 1.1347714663, output_fired_time: 0.7315287590, propagate_forward_time: 44.5753517151, propagate_backward_time: 64.6928176880, weight_update_time: 0.0985270366, other_time: 2.3661422729
epoch time: 8.6508884430s, input_fired_time: 0.1209618226, output_fired_time: 0.0000000000, propagate_forward_time: 8.1402921677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896341324
validation[          , genome  7092] predictions:    9680/  10000 (96.80%), best:    9697/10000 (96.97%), error:      1110.18835, best error:      1058.23486 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.4761352539s, input_fired_time: 1.2060987949, output_fired_time: 0.8063517809, propagate_forward_time: 50.6408424377, propagate_backward_time: 73.2773666382, weight_update_time: 0.1087136790, other_time: 2.5454788208
epoch time: 9.3244619370s, input_fired_time: 0.1265227050, output_fired_time: 0.0000000000, propagate_forward_time: 8.7981996536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997392654
validation[          , genome  7092] predictions:    9694/  10000 (96.94%), best:    9697/10000 (96.97%), error:      1092.35217, best error:      1058.23486 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.5552062988s, input_fired_time: 1.1403080225, output_fired_time: 0.7502210140, propagate_forward_time: 46.2064361572, propagate_backward_time: 67.1115570068, weight_update_time: 0.0990166292, other_time: 2.3466873169
epoch time: 9.4313936234s, input_fired_time: 0.1246897429, output_fired_time: 0.0000000000, propagate_forward_time: 8.9117593765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949441910
validation[          , genome  7092] predictions:    9685/  10000 (96.85%), best:    9697/10000 (96.97%), error:      1088.19006, best error:      1058.23486 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.5857696533s, input_fired_time: 1.1136749983, output_fired_time: 0.7366710901, propagate_forward_time: 44.8647346497, propagate_backward_time: 64.6672592163, weight_update_time: 0.0934870318, other_time: 2.2034225464
epoch time: 9.3280506134s, input_fired_time: 0.1237712801, output_fired_time: 0.0000000000, propagate_forward_time: 8.8152341843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890447617
validation[          , genome  7092] predictions:    9640/  10000 (96.40%), best:    9697/10000 (96.97%), error:      1150.02454, best error:      1058.23486 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 112.5143280029s, input_fired_time: 1.1127953529, output_fired_time: 0.7238182425, propagate_forward_time: 44.7161216736, propagate_backward_time: 63.7547073364, weight_update_time: 0.0938638449, other_time: 2.2068862915
epoch time: 9.3045921326s, input_fired_time: 0.1233695075, output_fired_time: 0.0000000000, propagate_forward_time: 8.7939300537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872928619
validation[          , genome  7092] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1043.54602, best error:      1043.54602 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.4808578491s, input_fired_time: 1.1441164017, output_fired_time: 0.7692788243, propagate_forward_time: 46.9598350525, propagate_backward_time: 68.3135757446, weight_update_time: 0.0982080624, other_time: 2.2940444946
epoch time: 10.9286737442s, input_fired_time: 0.1389294714, output_fired_time: 0.0000000000, propagate_forward_time: 10.3522958755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374485016
validation[          , genome  7092] predictions:    9645/  10000 (96.45%), best:    9692/10000 (96.92%), error:      1149.37390, best error:      1043.54602 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 118.9683532715s, input_fired_time: 1.1475046873, output_fired_time: 0.7626193166, propagate_forward_time: 46.8956184387, propagate_backward_time: 67.8224716187, weight_update_time: 0.1038348749, other_time: 2.3401412964
epoch time: 8.8978796005s, input_fired_time: 0.1232495978, output_fired_time: 0.0000000000, propagate_forward_time: 8.3868322372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877973557
validation[          , genome  7092] predictions:    9673/  10000 (96.73%), best:    9692/10000 (96.92%), error:      1072.87646, best error:      1043.54602 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.5819702148s, input_fired_time: 1.1638166904, output_fired_time: 0.7689569592, propagate_forward_time: 47.0237846375, propagate_backward_time: 68.2139358521, weight_update_time: 0.1036400422, other_time: 2.4114761353
epoch time: 8.8262758255s, input_fired_time: 0.1222830862, output_fired_time: 0.0000000000, propagate_forward_time: 8.3227453232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812475204
validation[          , genome  7092] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1017.61578, best error:      1017.61578 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.4498062134s, input_fired_time: 1.1154735088, output_fired_time: 0.7039748430, propagate_forward_time: 42.2801780701, propagate_backward_time: 62.0641975403, weight_update_time: 0.0952571109, other_time: 2.2859916687
epoch time: 9.9018974304s, input_fired_time: 0.1317624599, output_fired_time: 0.0000000000, propagate_forward_time: 9.3624925613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076423645
validation[          , genome  7092] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       985.42316, best error:       985.42316 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.8835144043s, input_fired_time: 1.1240394115, output_fired_time: 0.7137725949, propagate_forward_time: 42.9464492798, propagate_backward_time: 62.8659133911, weight_update_time: 0.0958805531, other_time: 2.2333374023
epoch time: 8.5071163177s, input_fired_time: 0.1274228245, output_fired_time: 0.0000000000, propagate_forward_time: 8.0062866211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734064102
validation[          , genome  7092] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1029.62854, best error:       985.42316 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 122.9815597534s, input_fired_time: 1.1819320917, output_fired_time: 0.7682462931, propagate_forward_time: 48.5460586548, propagate_backward_time: 70.1467361450, weight_update_time: 0.1030415818, other_time: 2.3385848999
epoch time: 8.7586593628s, input_fired_time: 0.1244356632, output_fired_time: 0.0000000000, propagate_forward_time: 8.2481136322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861103058
validation[          , genome  7092] predictions:    9678/  10000 (96.78%), best:    9698/10000 (96.98%), error:      1084.60327, best error:       985.42316 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 123.9539794922s, input_fired_time: 1.1965209246, output_fired_time: 0.7773875594, propagate_forward_time: 48.8833618164, propagate_backward_time: 70.7219543457, weight_update_time: 0.1043820903, other_time: 2.3747558594
epoch time: 9.4012727737s, input_fired_time: 0.1221044213, output_fired_time: 0.0000000000, propagate_forward_time: 8.8997945786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793735504
validation[          , genome  7092] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       976.36102, best error:       976.36102 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 122.4522552490s, input_fired_time: 1.1727486849, output_fired_time: 0.7691546679, propagate_forward_time: 48.2502822876, propagate_backward_time: 69.9572448730, weight_update_time: 0.1021578088, other_time: 2.3028182983
epoch time: 12.3841104507s, input_fired_time: 0.1565045565, output_fired_time: 0.0000000000, propagate_forward_time: 11.7453193665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822864532
validation[          , genome  7092] predictions:    9463/  10000 (94.63%), best:    9694/10000 (96.94%), error:      1644.64746, best error:       976.36102 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.9831390381s, input_fired_time: 1.2021188736, output_fired_time: 0.8022094965, propagate_forward_time: 50.9414024353, propagate_backward_time: 73.6890335083, weight_update_time: 0.1053123698, other_time: 2.3483810425
epoch time: 12.0835208893s, input_fired_time: 0.1463143826, output_fired_time: 0.0000000000, propagate_forward_time: 11.4768266678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603796005
validation[          , genome  7092] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       899.85822, best error:       899.85822 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 110.4145278931s, input_fired_time: 1.1352304220, output_fired_time: 0.7149860263, propagate_forward_time: 43.4050979614, propagate_backward_time: 62.8815841675, weight_update_time: 0.0965613797, other_time: 2.2776260376
epoch time: 8.7308855057s, input_fired_time: 0.1200316325, output_fired_time: 0.0000000000, propagate_forward_time: 8.2363653183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744888306
validation[          , genome  7092] predictions:    9705/  10000 (97.05%), best:    9727/10000 (97.27%), error:       979.35291, best error:       899.85822 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.7376098633s, input_fired_time: 1.2388281822, output_fired_time: 0.8278458714, propagate_forward_time: 52.6915779114, propagate_backward_time: 76.5066146851, weight_update_time: 0.1106294245, other_time: 2.4727401733
epoch time: 12.0006809235s, input_fired_time: 0.1492900103, output_fired_time: 0.0000000000, propagate_forward_time: 11.3831806183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682102203
validation[          , genome  7092] predictions:    9661/  10000 (96.61%), best:    9727/10000 (97.27%), error:      1089.24646, best error:       899.85822 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 106.4996490479s, input_fired_time: 1.1102818251, output_fired_time: 0.6937728524, propagate_forward_time: 41.5573959351, propagate_backward_time: 60.9492492676, weight_update_time: 0.0933516547, other_time: 2.1889495850
epoch time: 8.6072568893s, input_fired_time: 0.1209066734, output_fired_time: 0.0000000000, propagate_forward_time: 8.1117534637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745965958
validation[          , genome  7092] predictions:    9678/  10000 (96.78%), best:    9727/10000 (97.27%), error:      1126.89807, best error:       899.85822 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.5418243408s, input_fired_time: 1.1940534115, output_fired_time: 0.7752345204, propagate_forward_time: 48.3936958313, propagate_backward_time: 69.7700271606, weight_update_time: 0.1037035286, other_time: 2.4088058472
epoch time: 11.1077528000s, input_fired_time: 0.1425856650, output_fired_time: 0.0000000000, propagate_forward_time: 10.5027942657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623727798
validation[          , genome  7092] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       921.30286, best error:       899.85822 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 133.7394866943s, input_fired_time: 1.2630051374, output_fired_time: 0.8240967989, propagate_forward_time: 52.7212486267, propagate_backward_time: 76.3763732910, weight_update_time: 0.1122295633, other_time: 2.5547637939
epoch time: 8.5622062683s, input_fired_time: 0.1210206524, output_fired_time: 0.0000000000, propagate_forward_time: 8.0737762451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674097061
validation[          , genome  7092] predictions:    9665/  10000 (96.65%), best:    9727/10000 (97.27%), error:      1065.09998, best error:       899.85822 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 129.8043518066s, input_fired_time: 1.2373646498, output_fired_time: 0.8109996319, propagate_forward_time: 51.0638427734, propagate_backward_time: 74.2087326050, weight_update_time: 0.1089510843, other_time: 2.4834136963
epoch time: 10.8800020218s, input_fired_time: 0.1420265287, output_fired_time: 0.0000000000, propagate_forward_time: 10.3039236069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340515137
validation[          , genome  7092] predictions:    9721/  10000 (97.21%), best:    9727/10000 (97.27%), error:       951.06726, best error:       899.85822 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 130.6397705078s, input_fired_time: 1.2282541990, output_fired_time: 0.8139460683, propagate_forward_time: 51.6136665344, propagate_backward_time: 74.5665206909, weight_update_time: 0.1075825766, other_time: 2.4173812866
epoch time: 12.4857931137s, input_fired_time: 0.1587347388, output_fired_time: 0.0000000000, propagate_forward_time: 11.8421344757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849243164
validation[          , genome  7092] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       918.41150, best error:       899.85822 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 141.9636840820s, input_fired_time: 1.2788425684, output_fired_time: 0.8669706583, propagate_forward_time: 55.9845809937, propagate_backward_time: 81.3045959473, weight_update_time: 0.1145733446, other_time: 2.5286941528
epoch time: 8.9705657959s, input_fired_time: 0.1287157834, output_fired_time: 0.0000000000, propagate_forward_time: 8.4577341080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841161728
validation[          , genome  7092] predictions:    9637/  10000 (96.37%), best:    9727/10000 (97.27%), error:      1146.03137, best error:       899.85822 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 105.3316574097s, input_fired_time: 1.1196336746, output_fired_time: 0.6891257167, propagate_forward_time: 41.2767753601, propagate_backward_time: 60.0547904968, weight_update_time: 0.0933624581, other_time: 2.1913299561
epoch time: 8.6124114990s, input_fired_time: 0.1231318638, output_fired_time: 0.0000000000, propagate_forward_time: 8.1138858795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753938675
validation[          , genome  7092] predictions:    9720/  10000 (97.20%), best:    9727/10000 (97.27%), error:       955.99017, best error:       899.85822 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 121.3551406860s, input_fired_time: 1.1579927206, output_fired_time: 0.7550169230, propagate_forward_time: 47.7332153320, propagate_backward_time: 69.4635848999, weight_update_time: 0.0998973697, other_time: 2.2453308105
epoch time: 9.4239835739s, input_fired_time: 0.1245478243, output_fired_time: 0.0000000000, propagate_forward_time: 8.9134540558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859815598
validation[          , genome  7092] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       871.36609, best error:       871.36609 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 119.8482589722s, input_fired_time: 1.1754676104, output_fired_time: 0.7599423528, propagate_forward_time: 47.0300407410, propagate_backward_time: 68.6091918945, weight_update_time: 0.1008542627, other_time: 2.2736206055
epoch time: 8.7223615646s, input_fired_time: 0.1233974472, output_fired_time: 0.0000000000, propagate_forward_time: 8.2232017517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757619858
validation[          , genome  7092] predictions:    9717/  10000 (97.17%), best:    9733/10000 (97.33%), error:       899.81982, best error:       871.36609 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 106.8382186890s, input_fired_time: 1.1196008921, output_fired_time: 0.7016224861, propagate_forward_time: 41.5710182190, propagate_backward_time: 61.2302093506, weight_update_time: 0.0947539136, other_time: 2.2157707214
epoch time: 10.0193052292s, input_fired_time: 0.1349766105, output_fired_time: 0.0000000000, propagate_forward_time: 9.4712953568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130334854
validation[          , genome  7092] predictions:    9650/  10000 (96.50%), best:    9733/10000 (97.33%), error:      1123.94897, best error:       871.36609 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.4607009888s, input_fired_time: 1.1669368744, output_fired_time: 0.7701037526, propagate_forward_time: 47.9388771057, propagate_backward_time: 70.3305511475, weight_update_time: 0.1001013890, other_time: 2.2542266846
epoch time: 9.3586072922s, input_fired_time: 0.1235425919, output_fired_time: 0.0000000000, propagate_forward_time: 8.8541870117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808774948
validation[          , genome  7092] predictions:    9623/  10000 (96.23%), best:    9733/10000 (97.33%), error:      1200.12769, best error:       871.36609 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.8808441162s, input_fired_time: 1.2368326187, output_fired_time: 0.8311246634, propagate_forward_time: 52.3716316223, propagate_backward_time: 75.9680557251, weight_update_time: 0.1076672226, other_time: 2.4731979370
epoch time: 10.7033863068s, input_fired_time: 0.1350537539, output_fired_time: 0.0000000000, propagate_forward_time: 10.1344728470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338598251
validation[          , genome  7092] predictions:    9753/  10000 (97.53%), best:    9733/10000 (97.33%), error:       883.60614, best error:       871.36609 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 136.0279388428s, input_fired_time: 1.2452379465, output_fired_time: 0.8338257670, propagate_forward_time: 53.1355781555, propagate_backward_time: 78.3218383789, weight_update_time: 0.1103624776, other_time: 2.4914550781
epoch time: 12.3448400497s, input_fired_time: 0.1577268839, output_fired_time: 0.0000000000, propagate_forward_time: 11.7045059204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826068878
validation[          , genome  7092] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       926.43170, best error:       871.36609 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 131.6831665039s, input_fired_time: 1.2229208946, output_fired_time: 0.8159012794, propagate_forward_time: 51.8165054321, propagate_backward_time: 75.4342193604, weight_update_time: 0.1070412472, other_time: 2.3936233521
epoch time: 10.1509180069s, input_fired_time: 0.1318379641, output_fired_time: 0.0000000000, propagate_forward_time: 9.6116418839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074382782
validation[          , genome  7092] predictions:    9714/  10000 (97.14%), best:    9733/10000 (97.33%), error:       962.63263, best error:       871.36609 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.1808624268s, input_fired_time: 1.1624133587, output_fired_time: 0.7660225630, propagate_forward_time: 48.1078186035, propagate_backward_time: 69.9003753662, weight_update_time: 0.0995296091, other_time: 2.2442321777
epoch time: 9.8264598846s, input_fired_time: 0.1256421357, output_fired_time: 0.0000000000, propagate_forward_time: 9.3059196472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948984146
validation[          , genome  7092] predictions:    9721/  10000 (97.21%), best:    9733/10000 (97.33%), error:       929.06976, best error:       871.36609 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 131.9969940186s, input_fired_time: 1.2232426405, output_fired_time: 0.8252542615, propagate_forward_time: 52.3249778748, propagate_backward_time: 75.2593002319, weight_update_time: 0.1069400832, other_time: 2.3642196655
epoch time: 9.4443225861s, input_fired_time: 0.1238490939, output_fired_time: 0.0000000000, propagate_forward_time: 8.9363622665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841114044
validation[          , genome  7092] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       933.05975, best error:       871.36609 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 127.6979675293s, input_fired_time: 1.2151948214, output_fired_time: 0.7995174527, propagate_forward_time: 50.3157043457, propagate_backward_time: 72.9737625122, weight_update_time: 0.1071732789, other_time: 2.3937911987
epoch time: 11.3627252579s, input_fired_time: 0.1423078775, output_fired_time: 0.0000000000, propagate_forward_time: 10.7769575119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434595108
validation[          , genome  7092] predictions:    9693/  10000 (96.93%), best:    9733/10000 (97.33%), error:      1017.06647, best error:       871.36609 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.6884994507s, input_fired_time: 1.1971681118, output_fired_time: 0.7869610190, propagate_forward_time: 49.8412437439, propagate_backward_time: 72.5074234009, weight_update_time: 0.1050613448, other_time: 2.3557052612
epoch time: 8.7406034470s, input_fired_time: 0.1223537177, output_fired_time: 0.0000000000, propagate_forward_time: 8.2442636490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739862442
validation[          , genome  7092] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       961.50427, best error:       871.36609 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.9454498291s, input_fired_time: 1.1667164564, output_fired_time: 0.7665150762, propagate_forward_time: 48.2564125061, propagate_backward_time: 69.5105056763, weight_update_time: 0.1000474542, other_time: 2.2452926636
epoch time: 9.3791589737s, input_fired_time: 0.1242015362, output_fired_time: 0.0000000000, propagate_forward_time: 8.8705253601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844318390
validation[          , genome  7092] predictions:    9723/  10000 (97.23%), best:    9733/10000 (97.33%), error:       908.73828, best error:       871.36609 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 113.5385971069s, input_fired_time: 1.1130436659, output_fired_time: 0.7156000137, propagate_forward_time: 44.1031532288, propagate_backward_time: 65.4652786255, weight_update_time: 0.0941817537, other_time: 2.1415176392
epoch time: 9.3938941956s, input_fired_time: 0.1245794520, output_fired_time: 0.0000000000, propagate_forward_time: 8.8883113861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810033798
validation[          , genome  7092] predictions:    9684/  10000 (96.84%), best:    9733/10000 (97.33%), error:       981.55725, best error:       871.36609 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.3466567993s, input_fired_time: 1.1552218199, output_fired_time: 0.7502925396, propagate_forward_time: 46.8445701599, propagate_backward_time: 68.3627395630, weight_update_time: 0.0987180844, other_time: 2.2338333130
epoch time: 10.5494546890s, input_fired_time: 0.1353000253, output_fired_time: 0.0000000000, propagate_forward_time: 9.9884748459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256801605
validation[          , genome  7092] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       873.28668, best error:       871.36609 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 126.1727676392s, input_fired_time: 1.1953724623, output_fired_time: 0.7855893373, propagate_forward_time: 49.6613464355, propagate_backward_time: 72.1813735962, weight_update_time: 0.1027308404, other_time: 2.3490829468
epoch time: 12.4768600464s, input_fired_time: 0.1543801725, output_fired_time: 0.0000000000, propagate_forward_time: 11.8407154083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817647934
validation[          , genome  7092] predictions:    9703/  10000 (97.03%), best:    9733/10000 (97.33%), error:       983.84229, best error:       871.36609 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 133.9837951660s, input_fired_time: 1.2499790192, output_fired_time: 0.8254786730, propagate_forward_time: 53.1554260254, propagate_backward_time: 76.3139495850, weight_update_time: 0.1087131798, other_time: 2.4389495850
epoch time: 9.0161981583s, input_fired_time: 0.1256834567, output_fired_time: 0.0000000000, propagate_forward_time: 8.5054893494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850250244
validation[          , genome  7092] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       926.35046, best error:       871.36609 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 126.7082138062s, input_fired_time: 1.2081596851, output_fired_time: 0.7892627120, propagate_forward_time: 50.0910301208, propagate_backward_time: 72.2811203003, weight_update_time: 0.1037649736, other_time: 2.3386459351
epoch time: 9.5018548965s, input_fired_time: 0.1314279884, output_fired_time: 0.0000000000, propagate_forward_time: 8.9700126648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004144669
validation[          , genome  7092] predictions:    9722/  10000 (97.22%), best:    9733/10000 (97.33%), error:       942.39734, best error:       871.36609 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 128.7316131592s, input_fired_time: 1.2203142643, output_fired_time: 0.7991212606, propagate_forward_time: 50.7044296265, propagate_backward_time: 73.6576232910, weight_update_time: 0.1053343043, other_time: 2.3501281738
epoch time: 11.2077417374s, input_fired_time: 0.1424004734, output_fired_time: 0.0000000000, propagate_forward_time: 10.6287012100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366397858
validation[          , genome  7092] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       867.74347, best error:       867.74347 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.1623611450s, input_fired_time: 1.1829005480, output_fired_time: 0.7753030658, propagate_forward_time: 48.3032379150, propagate_backward_time: 70.6485748291, weight_update_time: 0.0998530164, other_time: 2.2523422241
epoch time: 10.0376596451s, input_fired_time: 0.1386515349, output_fired_time: 0.0000000000, propagate_forward_time: 9.4841718674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148359299
validation[          , genome  7092] predictions:    9746/  10000 (97.46%), best:    9740/10000 (97.40%), error:       896.09290, best error:       867.74347 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 112.8979873657s, input_fired_time: 1.1627513170, output_fired_time: 0.7285482287, propagate_forward_time: 44.1694145203, propagate_backward_time: 64.5573959351, weight_update_time: 0.0984609053, other_time: 2.2798843384
epoch time: 8.7476081848s, input_fired_time: 0.1239210442, output_fired_time: 0.0000000000, propagate_forward_time: 8.2483434677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753433228
validation[          , genome  7092] predictions:    9678/  10000 (96.78%), best:    9740/10000 (97.40%), error:      1037.05762, best error:       867.74347 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.5574111938s, input_fired_time: 1.1444042921, output_fired_time: 0.7266151905, propagate_forward_time: 44.0746421814, propagate_backward_time: 64.3572845459, weight_update_time: 0.0972089693, other_time: 2.2544708252
epoch time: 10.2891931534s, input_fired_time: 0.1402885020, output_fired_time: 0.0000000000, propagate_forward_time: 9.7278709412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210338593
validation[          , genome  7092] predictions:    9750/  10000 (97.50%), best:    9740/10000 (97.40%), error:       875.21198, best error:       867.74347 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 114.0151748657s, input_fired_time: 1.1707327366, output_fired_time: 0.7348851562, propagate_forward_time: 44.8143348694, propagate_backward_time: 64.9991302490, weight_update_time: 0.0992932096, other_time: 2.2960968018
epoch time: 8.6912498474s, input_fired_time: 0.1267064512, output_fired_time: 0.0000000000, propagate_forward_time: 8.1857442856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787994385
validation[          , genome  7092] predictions:    9683/  10000 (96.83%), best:    9740/10000 (97.40%), error:      1032.89478, best error:       867.74347 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 113.1393737793s, input_fired_time: 1.1613875628, output_fired_time: 0.7262505889, propagate_forward_time: 44.1485748291, propagate_backward_time: 64.8464965820, weight_update_time: 0.0981093422, other_time: 2.2566680908
epoch time: 10.3942861557s, input_fired_time: 0.1414882392, output_fired_time: 0.0000000000, propagate_forward_time: 9.8283567429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244413376
validation[          , genome  7092] predictions:    9736/  10000 (97.36%), best:    9740/10000 (97.40%), error:       886.70142, best error:       867.74347 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.0666580200s, input_fired_time: 1.1919829845, output_fired_time: 0.7654289603, propagate_forward_time: 47.3721618652, propagate_backward_time: 69.4238510132, weight_update_time: 0.1013827845, other_time: 2.3132324219
epoch time: 11.0609931946s, input_fired_time: 0.1421926320, output_fired_time: 0.0000000000, propagate_forward_time: 10.4803409576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384593964
validation[          , genome  7092] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       861.25433, best error:       861.25433 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 117.7329177856s, input_fired_time: 1.1516007185, output_fired_time: 0.7447839975, propagate_forward_time: 46.1319694519, propagate_backward_time: 67.4820175171, weight_update_time: 0.0960409716, other_time: 2.2225418091
epoch time: 9.6916685104s, input_fired_time: 0.1297613829, output_fired_time: 0.0000000000, propagate_forward_time: 9.1703920364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915147781
validation[          , genome  7092] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       834.42651, best error:       834.42651 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.1108398438s, input_fired_time: 1.2449610233, output_fired_time: 0.8187209964, propagate_forward_time: 52.5837707520, propagate_backward_time: 76.0522460938, weight_update_time: 0.1075493097, other_time: 2.4111328125
epoch time: 9.6895799637s, input_fired_time: 0.1291115433, output_fired_time: 0.0000000000, propagate_forward_time: 9.1587867737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016819000
validation[          , genome  7092] predictions:    9739/  10000 (97.39%), best:    9752/10000 (97.52%), error:       887.78210, best error:       834.42651 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 131.8254089355s, input_fired_time: 1.2484596968, output_fired_time: 0.8137307167, propagate_forward_time: 51.9808502197, propagate_backward_time: 75.3865737915, weight_update_time: 0.1073753163, other_time: 2.3957901001
epoch time: 9.6007652283s, input_fired_time: 0.1296886802, output_fired_time: 0.0000000000, propagate_forward_time: 9.0890083313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820686340
validation[          , genome  7092] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       895.88776, best error:       834.42651 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.6558380127s, input_fired_time: 1.1831128597, output_fired_time: 0.7681984305, propagate_forward_time: 47.7825775146, propagate_backward_time: 69.6954345703, weight_update_time: 0.0991983935, other_time: 2.2265167236
epoch time: 9.5121040344s, input_fired_time: 0.1277724952, output_fired_time: 0.0000000000, propagate_forward_time: 8.9994926453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848390579
validation[          , genome  7092] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       903.87793, best error:       834.42651 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 125.6139755249s, input_fired_time: 1.2059794664, output_fired_time: 0.7856121063, propagate_forward_time: 49.5828895569, propagate_backward_time: 71.7642135620, weight_update_time: 0.1015563831, other_time: 2.2752761841
epoch time: 9.3348464966s, input_fired_time: 0.1273079365, output_fired_time: 0.0000000000, propagate_forward_time: 8.8246755600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828630447
validation[          , genome  7092] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       908.77313, best error:       834.42651 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.5895462036s, input_fired_time: 1.1864032745, output_fired_time: 0.7533031106, propagate_forward_time: 47.1468887329, propagate_backward_time: 68.2582550049, weight_update_time: 0.0992831960, other_time: 2.2446975708
epoch time: 9.5270366669s, input_fired_time: 0.1292438656, output_fired_time: 0.0000000000, propagate_forward_time: 9.0113115311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864812851
validation[          , genome  7092] predictions:    9691/  10000 (96.91%), best:    9752/10000 (97.52%), error:       967.66656, best error:       834.42651 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.0356750488s, input_fired_time: 1.1758377552, output_fired_time: 0.7576912045, propagate_forward_time: 47.5220756531, propagate_backward_time: 69.3516235352, weight_update_time: 0.0996990204, other_time: 2.2284545898
epoch time: 11.4449472427s, input_fired_time: 0.1452843845, output_fired_time: 0.0000000000, propagate_forward_time: 10.8567380905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429244995
validation[          , genome  7092] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       915.70599, best error:       834.42651 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 115.6959381104s, input_fired_time: 1.1782790422, output_fired_time: 0.7461711168, propagate_forward_time: 45.4216270447, propagate_backward_time: 66.0750274658, weight_update_time: 0.0997432247, other_time: 2.2748413086
epoch time: 9.1470327377s, input_fired_time: 0.1281889379, output_fired_time: 0.0000000000, propagate_forward_time: 8.6326818466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861618042
validation[          , genome  7092] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       927.79834, best error:       834.42651 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 116.8042984009s, input_fired_time: 1.1547869444, output_fired_time: 0.7418320179, propagate_forward_time: 45.8365364075, propagate_backward_time: 66.8848037720, weight_update_time: 0.0964853615, other_time: 2.1863479614
epoch time: 9.3129568100s, input_fired_time: 0.1271116734, output_fired_time: 0.0000000000, propagate_forward_time: 8.8073272705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785181046
validation[          , genome  7092] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       875.47937, best error:       834.42651 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 137.3040771484s, input_fired_time: 1.2759310007, output_fired_time: 0.8482453227, propagate_forward_time: 54.0440101624, propagate_backward_time: 78.6801910400, weight_update_time: 0.1107336581, other_time: 2.4557037354
epoch time: 11.0436067581s, input_fired_time: 0.1409423649, output_fired_time: 0.0000000000, propagate_forward_time: 10.4632377625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394264221
validation[          , genome  7092] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       926.34283, best error:       834.42651 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 122.2415847778s, input_fired_time: 1.1790784597, output_fired_time: 0.7673974037, propagate_forward_time: 48.1431694031, propagate_backward_time: 69.8663864136, weight_update_time: 0.0998912081, other_time: 2.2855606079
epoch time: 9.5485935211s, input_fired_time: 0.1282249093, output_fired_time: 0.0000000000, propagate_forward_time: 9.0320301056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883380890
validation[          , genome  7092] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       818.20526, best error:       818.20526 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 117.7793731689s, input_fired_time: 1.1487399340, output_fired_time: 0.7425825596, propagate_forward_time: 45.9007301331, propagate_backward_time: 67.7950820923, weight_update_time: 0.0963349938, other_time: 2.1922378540
epoch time: 12.2950973511s, input_fired_time: 0.1587238014, output_fired_time: 0.0000000000, propagate_forward_time: 11.6526880264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836854935
validation[          , genome  7092] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       832.67139, best error:       818.20526 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 127.5734863281s, input_fired_time: 1.2113026381, output_fired_time: 0.7939294577, propagate_forward_time: 50.1561393738, propagate_backward_time: 73.0828399658, weight_update_time: 0.1037283316, other_time: 2.3292694092
epoch time: 12.3810272217s, input_fired_time: 0.1620877683, output_fired_time: 0.0000000000, propagate_forward_time: 11.7368545532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820852280
validation[          , genome  7092] predictions:    9697/  10000 (96.97%), best:    9761/10000 (97.61%), error:       953.27478, best error:       818.20526 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.3535614014s, input_fired_time: 1.1688897610, output_fired_time: 0.7594006062, propagate_forward_time: 47.1271896362, propagate_backward_time: 68.1120452881, weight_update_time: 0.0968052819, other_time: 2.1860351562
epoch time: 9.7700738907s, input_fired_time: 0.1305265129, output_fired_time: 0.0000000000, propagate_forward_time: 9.2431659698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963813782
validation[          , genome  7092] predictions:    9742/  10000 (97.42%), best:    9761/10000 (97.61%), error:       919.58173, best error:       818.20526 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 114.7319793701s, input_fired_time: 1.1449273825, output_fired_time: 0.7337899208, propagate_forward_time: 45.3253402710, propagate_backward_time: 65.3795242310, weight_update_time: 0.0950755253, other_time: 2.1483993530
epoch time: 9.4373645782s, input_fired_time: 0.1281114370, output_fired_time: 0.0000000000, propagate_forward_time: 8.9266157150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826370239
validation[          , genome  7092] predictions:    9752/  10000 (97.52%), best:    9761/10000 (97.61%), error:       824.91901, best error:       818.20526 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 119.7128448486s, input_fired_time: 1.1781486273, output_fired_time: 0.7607684731, propagate_forward_time: 47.3905906677, propagate_backward_time: 68.1877975464, weight_update_time: 0.0979547650, other_time: 2.1955490112
epoch time: 9.5228719711s, input_fired_time: 0.1301568002, output_fired_time: 0.0000000000, propagate_forward_time: 9.0017452240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909702301
validation[          , genome  7092] predictions:    9738/  10000 (97.38%), best:    9761/10000 (97.61%), error:       888.10834, best error:       818.20526 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.8719329834s, input_fired_time: 1.2767133713, output_fired_time: 0.8290401697, propagate_forward_time: 53.2015914917, propagate_backward_time: 77.1217575073, weight_update_time: 0.1102179438, other_time: 2.4428253174
epoch time: 12.4660358429s, input_fired_time: 0.1557164788, output_fired_time: 0.0000000000, propagate_forward_time: 11.8413696289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689493179
validation[          , genome  7092] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       869.69696, best error:       818.20526 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 125.9947433472s, input_fired_time: 1.2144302130, output_fired_time: 0.7902552485, propagate_forward_time: 49.4219818115, propagate_backward_time: 72.2644958496, weight_update_time: 0.1035824493, other_time: 2.3035812378
epoch time: 9.0757389069s, input_fired_time: 0.1299169213, output_fired_time: 0.0000000000, propagate_forward_time: 8.5565118790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893098831
validation[          , genome  7092] predictions:    9747/  10000 (97.47%), best:    9761/10000 (97.61%), error:       861.92554, best error:       818.20526 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.2616806030s, input_fired_time: 1.2177579403, output_fired_time: 0.7686094642, propagate_forward_time: 47.6534156799, propagate_backward_time: 69.2577133179, weight_update_time: 0.1028242484, other_time: 2.3641891479
epoch time: 11.3184337616s, input_fired_time: 0.1536316127, output_fired_time: 0.0000000000, propagate_forward_time: 10.7142000198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506025314
validation[          , genome  7092] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       867.76855, best error:       818.20526 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 127.4369201660s, input_fired_time: 1.2299011946, output_fired_time: 0.8010808229, propagate_forward_time: 50.0546379089, propagate_backward_time: 73.0086364746, weight_update_time: 0.1031539664, other_time: 2.3426666260
epoch time: 11.5871400833s, input_fired_time: 0.1492788196, output_fired_time: 0.0000000000, propagate_forward_time: 10.9796533585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582080841
validation[          , genome  7092] predictions:    9720/  10000 (97.20%), best:    9761/10000 (97.61%), error:       905.51099, best error:       818.20526 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 127.3675231934s, input_fired_time: 1.2198381424, output_fired_time: 0.7945038080, propagate_forward_time: 49.8974723816, propagate_backward_time: 73.1075439453, weight_update_time: 0.1039463878, other_time: 2.3481597900
epoch time: 11.6038866043s, input_fired_time: 0.1490493566, output_fired_time: 0.0000000000, propagate_forward_time: 10.9948768616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599599838
validation[          , genome  7092] predictions:    9651/  10000 (96.51%), best:    9761/10000 (97.61%), error:      1087.30017, best error:       818.20526 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 124.7422561646s, input_fired_time: 1.2061848640, output_fired_time: 0.7701680660, propagate_forward_time: 48.9384346008, propagate_backward_time: 71.4998397827, weight_update_time: 0.1028537303, other_time: 2.3276290894
epoch time: 9.6410284042s, input_fired_time: 0.1307780147, output_fired_time: 0.0000000000, propagate_forward_time: 9.1087760925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014739990
validation[          , genome  7092] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       842.67273, best error:       818.20526 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 116.4295196533s, input_fired_time: 1.1540330648, output_fired_time: 0.7398219705, propagate_forward_time: 45.4721107483, propagate_backward_time: 66.8996734619, weight_update_time: 0.0955137834, other_time: 2.1638793945
epoch time: 9.3354301453s, input_fired_time: 0.1292993128, output_fired_time: 0.0000000000, propagate_forward_time: 8.8303480148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757829666
validation[          , genome  7092] predictions:    9701/  10000 (97.01%), best:    9761/10000 (97.61%), error:       988.64050, best error:       818.20526 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 126.2470474243s, input_fired_time: 1.2291107178, output_fired_time: 0.7819462419, propagate_forward_time: 49.6369705200, propagate_backward_time: 72.2406539917, weight_update_time: 0.1043947339, other_time: 2.3583679199
epoch time: 9.4253368378s, input_fired_time: 0.1299715787, output_fired_time: 0.0000000000, propagate_forward_time: 8.9124450684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829202652
validation[          , genome  7092] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       838.79797, best error:       818.20526 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 139.3469085693s, input_fired_time: 1.3023434877, output_fired_time: 0.8544151187, propagate_forward_time: 54.8654747009, propagate_backward_time: 79.8345947266, weight_update_time: 0.1132379100, other_time: 2.4900817871
epoch time: 10.3891658783s, input_fired_time: 0.1448067725, output_fired_time: 0.0000000000, propagate_forward_time: 9.8178186417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265403748
validation[          , genome  7092] predictions:    9757/  10000 (97.57%), best:    9761/10000 (97.61%), error:       858.75403, best error:       818.20526 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 140.8377990723s, input_fired_time: 1.3267606497, output_fired_time: 0.8646714687, propagate_forward_time: 55.5616683960, propagate_backward_time: 80.5386886597, weight_update_time: 0.1151427180, other_time: 2.5460052490
epoch time: 11.5361433029s, input_fired_time: 0.1579486281, output_fired_time: 0.0000000000, propagate_forward_time: 10.9201259613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580688477
validation[          , genome  7092] predictions:    9758/  10000 (97.58%), best:    9761/10000 (97.61%), error:       821.41180, best error:       818.20526 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 124.5606536865s, input_fired_time: 1.2410730124, output_fired_time: 0.7842722535, propagate_forward_time: 48.7949638367, propagate_backward_time: 71.3777694702, weight_update_time: 0.1037180200, other_time: 2.3625717163
epoch time: 11.5328588486s, input_fired_time: 0.1490390450, output_fired_time: 0.0000000000, propagate_forward_time: 10.9380369186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457826614
validation[          , genome  7092] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       851.90363, best error:       818.20526 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 113.3209991455s, input_fired_time: 1.1941888332, output_fired_time: 0.7373529673, propagate_forward_time: 44.5103263855, propagate_backward_time: 64.6137695312, weight_update_time: 0.0968628153, other_time: 2.2653656006
epoch time: 9.9235391617s, input_fired_time: 0.1392033398, output_fired_time: 0.0000000000, propagate_forward_time: 9.3763666153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079694748
validation[          , genome  7092] predictions:    9764/  10000 (97.64%), best:    9761/10000 (97.61%), error:       846.14502, best error:       818.20526 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 133.3318939209s, input_fired_time: 1.2784379721, output_fired_time: 0.8218877316, propagate_forward_time: 52.2756729126, propagate_backward_time: 76.5258560181, weight_update_time: 0.1094466820, other_time: 2.4300384521
epoch time: 8.6955032349s, input_fired_time: 0.1248618811, output_fired_time: 0.0000000000, propagate_forward_time: 8.2068052292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638362885
validation[          , genome  7092] predictions:    9747/  10000 (97.47%), best:    9761/10000 (97.61%), error:       846.64069, best error:       818.20526 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.6264190674s, input_fired_time: 1.2061574459, output_fired_time: 0.7662109733, propagate_forward_time: 47.8959274292, propagate_backward_time: 69.4573593140, weight_update_time: 0.0999723151, other_time: 2.3007659912
epoch time: 9.6231222153s, input_fired_time: 0.1342363805, output_fired_time: 0.0000000000, propagate_forward_time: 9.0893411636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995447159
validation[          , genome  7092] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       813.58374, best error:       813.58374 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 135.2199096680s, input_fired_time: 1.2722688913, output_fired_time: 0.8292741776, propagate_forward_time: 53.1600646973, propagate_backward_time: 77.5140991211, weight_update_time: 0.1092521623, other_time: 2.4442138672
epoch time: 9.5066947937s, input_fired_time: 0.1321872473, output_fired_time: 0.0000000000, propagate_forward_time: 8.9860019684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885059357
validation[          , genome  7092] predictions:    9735/  10000 (97.35%), best:    9763/10000 (97.63%), error:       871.83539, best error:       813.58374 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.3049011230s, input_fired_time: 1.1906733513, output_fired_time: 0.7629932165, propagate_forward_time: 47.4523353577, propagate_backward_time: 69.6658401489, weight_update_time: 0.0985544696, other_time: 2.2330551147
epoch time: 9.6101341248s, input_fired_time: 0.1320098341, output_fired_time: 0.0000000000, propagate_forward_time: 9.0916509628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864736557
validation[          , genome  7092] predictions:    9712/  10000 (97.12%), best:    9763/10000 (97.63%), error:      1010.22467, best error:       813.58374 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.4223175049s, input_fired_time: 1.1904762983, output_fired_time: 0.7539683580, propagate_forward_time: 47.3327636719, propagate_backward_time: 67.9347152710, weight_update_time: 0.0983732864, other_time: 2.2103958130
epoch time: 9.6380891800s, input_fired_time: 0.1342615932, output_fired_time: 0.0000000000, propagate_forward_time: 9.1159257889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879022598
validation[          , genome  7092] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       886.44165, best error:       813.58374 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 127.1773300171s, input_fired_time: 1.2442021370, output_fired_time: 0.7951722145, propagate_forward_time: 50.1451263428, propagate_backward_time: 72.6538238525, weight_update_time: 0.1044695675, other_time: 2.3390045166
epoch time: 12.0404787064s, input_fired_time: 0.1608520448, output_fired_time: 0.0000000000, propagate_forward_time: 11.4100332260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695930481
validation[          , genome  7092] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       935.87622, best error:       813.58374 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.2561264038s, input_fired_time: 1.2249085903, output_fired_time: 0.7561356425, propagate_forward_time: 47.1127891541, propagate_backward_time: 68.8301010132, weight_update_time: 0.1021018475, other_time: 2.3321914673
epoch time: 8.8000183105s, input_fired_time: 0.1329530329, output_fired_time: 0.0000000000, propagate_forward_time: 8.2852134705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818521500
validation[          , genome  7092] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       922.99493, best error:       813.58374 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 130.7566528320s, input_fired_time: 1.2674024105, output_fired_time: 0.8129880428, propagate_forward_time: 51.4349479675, propagate_backward_time: 74.8526458740, weight_update_time: 0.1075154245, other_time: 2.3886718750
epoch time: 8.9371118546s, input_fired_time: 0.1363941580, output_fired_time: 0.0000000000, propagate_forward_time: 8.4031867981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975305557
validation[          , genome  7092] predictions:    9708/  10000 (97.08%), best:    9763/10000 (97.63%), error:       929.37543, best error:       813.58374 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 115.4030227661s, input_fired_time: 1.2047487497, output_fired_time: 0.7394765615, propagate_forward_time: 45.4062500000, propagate_backward_time: 65.7852478027, weight_update_time: 0.0995307043, other_time: 2.2672958374
epoch time: 12.4844417572s, input_fired_time: 0.1589610130, output_fired_time: 0.0000000000, propagate_forward_time: 11.8528957367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725847244
validation[          , genome  7092] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       897.71448, best error:       813.58374 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.7876281738s, input_fired_time: 1.1992862225, output_fired_time: 0.7259448171, propagate_forward_time: 45.0973625183, propagate_backward_time: 65.4485931396, weight_update_time: 0.0996482223, other_time: 2.3164367676
epoch time: 8.6421356201s, input_fired_time: 0.1312100589, output_fired_time: 0.0000000000, propagate_forward_time: 8.1364078522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745174408
validation[          , genome  7092] predictions:    9684/  10000 (96.84%), best:    9763/10000 (97.63%), error:      1033.24353, best error:       813.58374 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 109.4890060425s, input_fired_time: 1.1750897169, output_fired_time: 0.7111675739, propagate_forward_time: 42.8962783813, propagate_backward_time: 62.4566192627, weight_update_time: 0.0963621512, other_time: 2.2498550415
epoch time: 10.6105594635s, input_fired_time: 0.1427924484, output_fired_time: 0.0000000000, propagate_forward_time: 10.0504808426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172859192
validation[          , genome  7092] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       876.45892, best error:       813.58374 on epoch:    91, 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: 50.0880622864s, input_fired_time: 0.6959812641, output_fired_time: 0.0000000000, propagate_forward_time: 47.3290557861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0630264282
best training[          , genome  7092] predictions:   49643/  50000 (99.29%), best:    9763/10000 (97.63%), error:      1606.11914, best error:       813.58374 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.2493038177s, input_fired_time: 0.1293826252, output_fired_time: 0.0000000000, propagate_forward_time: 8.7255783081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943424225
   testing[          , genome  7092] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       783.20233, best error:       813.58374 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:59:56 (41969): called boinc_finish(0)

</stderr_txt>
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