Nameexact_genome_1512568488_45_5700_1
Workunit2599707
Created7 Dec 2017, 16:01:21 UTC
Sent7 Dec 2017, 16:02:34 UTC
Report deadline17 Dec 2017, 23:00:20 UTC
Received8 Dec 2017, 0:23:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 51 min 59 sec
CPU time2 hours 51 min 52 sec
Validate stateValid
Credit2,572.53
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.99 MB
Peak swap size153.79 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
5, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 96.5127487183s, input_fired_time: 1.1153881550, output_fired_time: 0.7015970945, propagate_forward_time: 37.2377204895, propagate_backward_time: 55.4217453003, weight_update_time: 0.1007365659, other_time: 2.0362968445
epoch time: 7.6458048820s, input_fired_time: 0.1121569052, output_fired_time: 0.0000000000, propagate_forward_time: 7.1916661263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419818878
validation[          , genome  5700] predictions:    9712/  10000 (97.12%), best:    9777/10000 (97.77%), error:       958.74249, best error:       826.05096 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.3082504272s, input_fired_time: 1.0979422331, output_fired_time: 0.6784437299, propagate_forward_time: 35.9798164368, propagate_backward_time: 53.5740280151, weight_update_time: 0.0979624093, other_time: 1.9780235291
epoch time: 7.6465063095s, input_fired_time: 0.1140943617, output_fired_time: 0.0000000000, propagate_forward_time: 7.1910881996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413238525
validation[          , genome  5700] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       841.50708, best error:       826.05096 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.6604156494s, input_fired_time: 1.0996627808, output_fired_time: 0.6831240654, propagate_forward_time: 36.1322860718, propagate_backward_time: 53.7670364380, weight_update_time: 0.0982120857, other_time: 1.9783096313
epoch time: 7.7013463974s, input_fired_time: 0.1145990938, output_fired_time: 0.0000000000, propagate_forward_time: 7.2434172630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433299065
validation[          , genome  5700] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       810.62488, best error:       810.62488 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.8335266113s, input_fired_time: 1.0961321592, output_fired_time: 0.6836435795, propagate_forward_time: 36.2154312134, propagate_backward_time: 53.8540306091, weight_update_time: 0.0979269072, other_time: 1.9842872620
epoch time: 7.6780557632s, input_fired_time: 0.1140208766, output_fired_time: 0.0000000000, propagate_forward_time: 7.2211050987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429298401
validation[          , genome  5700] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       885.25714, best error:       810.62488 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.2098922729s, input_fired_time: 1.1211922169, output_fired_time: 0.7119226456, propagate_forward_time: 37.0140686035, propagate_backward_time: 55.2614402771, weight_update_time: 0.1003714576, other_time: 2.1012687683
epoch time: 7.7055554390s, input_fired_time: 0.1138088107, output_fired_time: 0.0000000000, propagate_forward_time: 7.2305798531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611669540
validation[          , genome  5700] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       758.19354, best error:       758.19354 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.1937789917s, input_fired_time: 1.0943570137, output_fired_time: 0.6991736889, propagate_forward_time: 36.3140335083, propagate_backward_time: 54.0849342346, weight_update_time: 0.0981583521, other_time: 2.0012779236
epoch time: 7.6408371925s, input_fired_time: 0.1135733202, output_fired_time: 0.0000000000, propagate_forward_time: 7.1862707138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409929276
validation[          , genome  5700] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       881.56927, best error:       758.19354 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 94.1421737671s, input_fired_time: 1.0931545496, output_fired_time: 0.6957463622, propagate_forward_time: 36.2717704773, propagate_backward_time: 54.1090888977, weight_update_time: 0.0979498178, other_time: 1.9724121094
epoch time: 7.6801795959s, input_fired_time: 0.1114268377, output_fired_time: 0.0000000000, propagate_forward_time: 7.2304396629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383131027
validation[          , genome  5700] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       904.63739, best error:       758.19354 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 93.7848358154s, input_fired_time: 1.0836243629, output_fired_time: 0.6855427623, propagate_forward_time: 36.2110252380, propagate_backward_time: 53.8795700073, weight_update_time: 0.0965858921, other_time: 1.9250755310
epoch time: 7.6496872902s, input_fired_time: 0.1126648039, output_fired_time: 0.0000000000, propagate_forward_time: 7.1962108612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408117294
validation[          , genome  5700] predictions:    9766/  10000 (97.66%), best:    9781/10000 (97.81%), error:       776.75378, best error:       758.19354 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 93.7579345703s, input_fired_time: 1.1042895317, output_fired_time: 0.6807738543, propagate_forward_time: 36.1357460022, propagate_backward_time: 53.8825531006, weight_update_time: 0.0955046788, other_time: 1.9545783997
epoch time: 7.8090419769s, input_fired_time: 0.1172430068, output_fired_time: 0.0000000000, propagate_forward_time: 7.3450751305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467240334
validation[          , genome  5700] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       751.88641, best error:       751.88641 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.9766311646s, input_fired_time: 1.1373833418, output_fired_time: 0.6902912259, propagate_forward_time: 37.0404243469, propagate_backward_time: 55.0713462830, weight_update_time: 0.1017838642, other_time: 2.0371856689
epoch time: 8.0179738998s, input_fired_time: 0.1222242713, output_fired_time: 0.0000000000, propagate_forward_time: 7.5404357910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553137779
validation[          , genome  5700] predictions:    9753/  10000 (97.53%), best:    9779/10000 (97.79%), error:       815.96594, best error:       751.88641 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 96.2348937988s, input_fired_time: 1.1326760054, output_fired_time: 0.6980122328, propagate_forward_time: 37.0506210327, propagate_backward_time: 55.3293457031, weight_update_time: 0.0975709483, other_time: 2.0242385864
epoch time: 7.6413307190s, input_fired_time: 0.1160563529, output_fired_time: 0.0000000000, propagate_forward_time: 7.1890349388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362393379
validation[          , genome  5700] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       735.79077, best error:       735.79077 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 94.0652542114s, input_fired_time: 1.1109750271, output_fired_time: 0.6818375587, propagate_forward_time: 36.2816505432, propagate_backward_time: 54.0285301208, weight_update_time: 0.0975745544, other_time: 1.9622573853
epoch time: 8.0321359634s, input_fired_time: 0.1188329607, output_fired_time: 0.0000000000, propagate_forward_time: 7.5572485924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560543060
validation[          , genome  5700] predictions:    9702/  10000 (97.02%), best:    9789/10000 (97.89%), error:      1003.31946, best error:       735.79077 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 94.5291748047s, input_fired_time: 1.1201276779, output_fired_time: 0.6865057349, propagate_forward_time: 36.4751281738, propagate_backward_time: 54.2228622437, weight_update_time: 0.1055803075, other_time: 2.0245513916
epoch time: 7.8481125832s, input_fired_time: 0.1203863099, output_fired_time: 0.0000000000, propagate_forward_time: 7.3757276535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519988060
validation[          , genome  5700] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       896.83759, best error:       735.79077 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 95.2231369019s, input_fired_time: 1.1366761923, output_fired_time: 0.6861558557, propagate_forward_time: 36.6928520203, propagate_backward_time: 54.6634101868, weight_update_time: 0.1057955101, other_time: 2.0440444946
epoch time: 7.6500515938s, input_fired_time: 0.1195375919, output_fired_time: 0.0000000000, propagate_forward_time: 7.1875948906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429188728
validation[          , genome  5700] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       730.92938, best error:       730.92938 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 93.4207611084s, input_fired_time: 1.1080776453, output_fired_time: 0.6736717820, propagate_forward_time: 36.0017967224, propagate_backward_time: 53.6410369873, weight_update_time: 0.1041240916, other_time: 1.9961738586
epoch time: 7.6630692482s, input_fired_time: 0.1170454025, output_fired_time: 0.0000000000, propagate_forward_time: 7.1986169815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474068642
validation[          , genome  5700] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       833.47198, best error:       730.92938 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 93.3205032349s, input_fired_time: 1.1125270128, output_fired_time: 0.6733255982, propagate_forward_time: 35.9496383667, propagate_backward_time: 53.5910110474, weight_update_time: 0.1038969383, other_time: 1.9940032959
epoch time: 7.6529550552s, input_fired_time: 0.1199903339, output_fired_time: 0.0000000000, propagate_forward_time: 7.1881160736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448486328
validation[          , genome  5700] predictions:    9694/  10000 (96.94%), best:    9773/10000 (97.73%), error:       983.41998, best error:       730.92938 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.6531829834s, input_fired_time: 1.1293321848, output_fired_time: 0.6813368797, propagate_forward_time: 36.4770317078, propagate_backward_time: 54.3099746704, weight_update_time: 0.1054375917, other_time: 2.0555076599
epoch time: 7.6755371094s, input_fired_time: 0.1191620678, output_fired_time: 0.0000000000, propagate_forward_time: 7.2042279243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521471024
validation[          , genome  5700] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       808.98175, best error:       730.92938 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.6979293823s, input_fired_time: 1.1263339520, output_fired_time: 0.6770931482, propagate_forward_time: 36.0759086609, propagate_backward_time: 53.7514419556, weight_update_time: 0.1056122184, other_time: 2.0671501160
epoch time: 7.6559481621s, input_fired_time: 0.1164508536, output_fired_time: 0.0000000000, propagate_forward_time: 7.1915969849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479003906
validation[          , genome  5700] predictions:    9769/  10000 (97.69%), best:    9773/10000 (97.73%), error:       806.45795, best error:       730.92938 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 93.4542312622s, input_fired_time: 1.1108539104, output_fired_time: 0.6753096581, propagate_forward_time: 36.0053405762, propagate_backward_time: 53.6357231140, weight_update_time: 0.1040216833, other_time: 2.0270042419
epoch time: 7.6436243057s, input_fired_time: 0.1145402789, output_fired_time: 0.0000000000, propagate_forward_time: 7.1866698265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424143791
validation[          , genome  5700] predictions:    9774/  10000 (97.74%), best:    9773/10000 (97.73%), error:       765.20795, best error:       730.92938 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.4432525635s, input_fired_time: 1.1239829063, output_fired_time: 0.6748682261, propagate_forward_time: 36.0075912476, propagate_backward_time: 53.6185798645, weight_update_time: 0.1041409373, other_time: 2.0182304382
epoch time: 7.7263393402s, input_fired_time: 0.1203385442, output_fired_time: 0.0000000000, propagate_forward_time: 7.2553901672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506107330
validation[          , genome  5700] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       690.56073, best error:       690.56073 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 93.5652542114s, input_fired_time: 1.1293096542, output_fired_time: 0.6744407415, propagate_forward_time: 36.0364646912, propagate_backward_time: 53.6993980408, weight_update_time: 0.1042912230, other_time: 2.0256423950
epoch time: 7.6544017792s, input_fired_time: 0.1182451099, output_fired_time: 0.0000000000, propagate_forward_time: 7.1915683746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445882797
validation[          , genome  5700] predictions:    9731/  10000 (97.31%), best:    9791/10000 (97.91%), error:       885.41376, best error:       690.56073 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 93.4492950439s, input_fired_time: 1.1249139309, output_fired_time: 0.6758223176, propagate_forward_time: 35.9603767395, propagate_backward_time: 53.6750259399, weight_update_time: 0.1039732546, other_time: 2.0131568909
epoch time: 7.6569762230s, input_fired_time: 0.1183582470, output_fired_time: 0.0000000000, propagate_forward_time: 7.1922616959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463563919
validation[          , genome  5700] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       780.47821, best error:       690.56073 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 94.2993392944s, input_fired_time: 1.1350591183, output_fired_time: 0.6799333096, propagate_forward_time: 36.2964782715, propagate_backward_time: 54.1375694275, weight_update_time: 0.1045664400, other_time: 2.0503044128
epoch time: 7.6665539742s, input_fired_time: 0.1216889992, output_fired_time: 0.0000000000, propagate_forward_time: 7.1981282234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467369080
validation[          , genome  5700] predictions:    9689/  10000 (96.89%), best:    9791/10000 (97.91%), error:      1038.35779, best error:       690.56073 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.4987564087s, input_fired_time: 1.1249125004, output_fired_time: 0.6742205024, propagate_forward_time: 36.0166778564, propagate_backward_time: 53.6510047913, weight_update_time: 0.1040633619, other_time: 2.0319404602
epoch time: 7.8192567825s, input_fired_time: 0.1213739514, output_fired_time: 0.0000000000, propagate_forward_time: 7.3473091125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505735397
validation[          , genome  5700] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       818.04285, best error:       690.56073 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.3102798462s, input_fired_time: 1.1198401451, output_fired_time: 0.6735669971, propagate_forward_time: 35.9480400085, propagate_backward_time: 53.5743713379, weight_update_time: 0.1039849222, other_time: 1.9944572449
epoch time: 7.6434783936s, input_fired_time: 0.1155893430, output_fired_time: 0.0000000000, propagate_forward_time: 7.1849184036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429708481
validation[          , genome  5700] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       805.89777, best error:       690.56073 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 93.5532531738s, input_fired_time: 1.1102360487, output_fired_time: 0.6760884523, propagate_forward_time: 36.0676460266, propagate_backward_time: 53.7022972107, weight_update_time: 0.1042963490, other_time: 1.9969863892
epoch time: 7.6453189850s, input_fired_time: 0.1176189110, output_fired_time: 0.0000000000, propagate_forward_time: 7.1849527359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427472115
validation[          , genome  5700] predictions:    9795/  10000 (97.95%), best:    9791/10000 (97.91%), error:       710.16919, best error:       690.56073 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.4168243408s, input_fired_time: 1.1213848591, output_fired_time: 0.6746852994, propagate_forward_time: 35.9558143616, propagate_backward_time: 53.6622161865, weight_update_time: 0.1041974053, other_time: 2.0027275085
epoch time: 7.6486067772s, input_fired_time: 0.1184711903, output_fired_time: 0.0000000000, propagate_forward_time: 7.1872673035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428683281
validation[          , genome  5700] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       690.13690, best error:       690.13690 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 93.5186614990s, input_fired_time: 1.1278282404, output_fired_time: 0.6759825349, propagate_forward_time: 36.0261001587, propagate_backward_time: 53.6811408997, weight_update_time: 0.1047604904, other_time: 2.0076103210
epoch time: 7.6537580490s, input_fired_time: 0.1188614368, output_fired_time: 0.0000000000, propagate_forward_time: 7.1891489029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457479477
validation[          , genome  5700] predictions:    9798/  10000 (97.98%), best:    9808/10000 (98.08%), error:       710.65082, best error:       690.13690 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.3779220581s, input_fired_time: 1.1250809431, output_fired_time: 0.6748516560, propagate_forward_time: 35.9790802002, propagate_backward_time: 53.6031570435, weight_update_time: 0.1042822897, other_time: 1.9957504272
epoch time: 7.6505656242s, input_fired_time: 0.1195161790, output_fired_time: 0.0000000000, propagate_forward_time: 7.1887378693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423113823
validation[          , genome  5700] predictions:    9785/  10000 (97.85%), best:    9808/10000 (98.08%), error:       705.90112, best error:       690.13690 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 93.3394546509s, input_fired_time: 1.1249914169, output_fired_time: 0.6780294180, propagate_forward_time: 35.9577903748, propagate_backward_time: 53.5573768616, weight_update_time: 0.1040652394, other_time: 2.0212631226
epoch time: 7.6527934074s, input_fired_time: 0.1201376021, output_fired_time: 0.0000000000, propagate_forward_time: 7.1883888245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442668915
validation[          , genome  5700] predictions:    9783/  10000 (97.83%), best:    9808/10000 (98.08%), error:       767.79834, best error:       690.13690 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 93.3424072266s, input_fired_time: 1.1275330782, output_fired_time: 0.6747071743, propagate_forward_time: 35.9547309875, propagate_backward_time: 53.5736923218, weight_update_time: 0.1042788848, other_time: 2.0117454529
epoch time: 7.6597299576s, input_fired_time: 0.1203851700, output_fired_time: 0.0000000000, propagate_forward_time: 7.1948895454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444552422
validation[          , genome  5700] predictions:    9771/  10000 (97.71%), best:    9808/10000 (98.08%), error:       806.65961, best error:       690.13690 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.8449478149s, input_fired_time: 1.1305140257, output_fired_time: 0.6792821884, propagate_forward_time: 36.1841201782, propagate_backward_time: 53.8205108643, weight_update_time: 0.1062299237, other_time: 2.0305175781
epoch time: 7.6543402672s, input_fired_time: 0.1209789813, output_fired_time: 0.0000000000, propagate_forward_time: 7.1901502609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432111740
validation[          , genome  5700] predictions:    9730/  10000 (97.30%), best:    9808/10000 (98.08%), error:       971.68518, best error:       690.13690 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 94.2499313354s, input_fired_time: 1.1308431625, output_fired_time: 0.6810024381, propagate_forward_time: 36.3291854858, propagate_backward_time: 54.1023254395, weight_update_time: 0.1057134345, other_time: 2.0065765381
epoch time: 7.6481676102s, input_fired_time: 0.1192543581, output_fired_time: 0.0000000000, propagate_forward_time: 7.1868300438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420829773
validation[          , genome  5700] predictions:    9782/  10000 (97.82%), best:    9808/10000 (98.08%), error:       756.38983, best error:       690.13690 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 93.5293579102s, input_fired_time: 1.1237454414, output_fired_time: 0.6762521267, propagate_forward_time: 36.0350112915, propagate_backward_time: 53.6892471313, weight_update_time: 0.1057792827, other_time: 2.0050964355
epoch time: 7.6529407501s, input_fired_time: 0.1190858036, output_fired_time: 0.0000000000, propagate_forward_time: 7.1907439232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431110382
validation[          , genome  5700] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       654.62000, best error:       654.62000 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.4928894043s, input_fired_time: 1.1254034042, output_fired_time: 0.6766906977, propagate_forward_time: 36.0212631226, propagate_backward_time: 53.6612663269, weight_update_time: 0.1056204513, other_time: 2.0082664490
epoch time: 7.6467704773s, input_fired_time: 0.1184973866, output_fired_time: 0.0000000000, propagate_forward_time: 7.1844625473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438105583
validation[          , genome  5700] predictions:    9792/  10000 (97.92%), best:    9811/10000 (98.11%), error:       717.72852, best error:       654.62000 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 94.4465255737s, input_fired_time: 1.1267935038, output_fired_time: 0.6907821298, propagate_forward_time: 36.4318237305, propagate_backward_time: 54.1750564575, weight_update_time: 0.1061878726, other_time: 2.0220718384
epoch time: 7.8384985924s, input_fired_time: 0.1224318743, output_fired_time: 0.0000000000, propagate_forward_time: 7.3651218414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509449959
validation[          , genome  5700] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       727.72943, best error:       654.62000 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 93.6670532227s, input_fired_time: 1.1305421591, output_fired_time: 0.6776798368, propagate_forward_time: 36.0764007568, propagate_backward_time: 53.7378845215, weight_update_time: 0.1049722955, other_time: 2.0445480347
epoch time: 7.6586093903s, input_fired_time: 0.1211271286, output_fired_time: 0.0000000000, propagate_forward_time: 7.1915993690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458828926
validation[          , genome  5700] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       780.49152, best error:       654.62000 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 93.7394409180s, input_fired_time: 1.1380786896, output_fired_time: 0.6781785488, propagate_forward_time: 36.0932731628, propagate_backward_time: 53.8031616211, weight_update_time: 0.1050134078, other_time: 2.0267524719
epoch time: 7.6702809334s, input_fired_time: 0.1226649284, output_fired_time: 0.0000000000, propagate_forward_time: 7.2004857063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471302986
validation[          , genome  5700] predictions:    9768/  10000 (97.68%), best:    9811/10000 (98.11%), error:       770.30450, best error:       654.62000 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 93.3637084961s, input_fired_time: 1.1352802515, output_fired_time: 0.6754400730, propagate_forward_time: 35.9652519226, propagate_backward_time: 53.5726509094, weight_update_time: 0.1047176719, other_time: 2.0150909424
epoch time: 7.6555643082s, input_fired_time: 0.1218033656, output_fired_time: 0.0000000000, propagate_forward_time: 7.1895742416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441867828
validation[          , genome  5700] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       687.61963, best error:       654.62000 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.6037139893s, input_fired_time: 1.1350079775, output_fired_time: 0.6773059368, propagate_forward_time: 36.0602531433, propagate_backward_time: 53.7416648865, weight_update_time: 0.1047280133, other_time: 1.9894790649
epoch time: 7.6492037773s, input_fired_time: 0.1204672083, output_fired_time: 0.0000000000, propagate_forward_time: 7.1866555214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420810699
validation[          , genome  5700] predictions:    9738/  10000 (97.38%), best:    9811/10000 (98.11%), error:       860.60645, best error:       654.62000 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 93.2213973999s, input_fired_time: 1.1313544512, output_fired_time: 0.6730059385, propagate_forward_time: 35.9356422424, propagate_backward_time: 53.5105552673, weight_update_time: 0.1046163812, other_time: 1.9708404541
epoch time: 7.6517715454s, input_fired_time: 0.1226570904, output_fired_time: 0.0000000000, propagate_forward_time: 7.1866288185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424854279
validation[          , genome  5700] predictions:    9763/  10000 (97.63%), best:    9811/10000 (98.11%), error:       853.48553, best error:       654.62000 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 93.2394943237s, input_fired_time: 1.1353957653, output_fired_time: 0.6746734381, propagate_forward_time: 35.9433097839, propagate_backward_time: 53.5015296936, weight_update_time: 0.1046433896, other_time: 1.9845809937
epoch time: 7.6547303200s, input_fired_time: 0.1217631698, output_fired_time: 0.0000000000, propagate_forward_time: 7.1904020309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425650597
validation[          , genome  5700] predictions:    9753/  10000 (97.53%), best:    9811/10000 (98.11%), error:       779.36230, best error:       654.62000 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.5020294189s, input_fired_time: 1.1412175894, output_fired_time: 0.6771855950, propagate_forward_time: 35.9700622559, propagate_backward_time: 53.6916046143, weight_update_time: 0.1047416478, other_time: 2.0219573975
epoch time: 7.6548905373s, input_fired_time: 0.1226154789, output_fired_time: 0.0000000000, propagate_forward_time: 7.1899218559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423533440
validation[          , genome  5700] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       739.80969, best error:       654.62000 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.5584106445s, input_fired_time: 1.1433185339, output_fired_time: 0.6767965555, propagate_forward_time: 36.0236396790, propagate_backward_time: 53.7178535461, weight_update_time: 0.1048727259, other_time: 1.9968032837
epoch time: 7.6907682419s, input_fired_time: 0.1245954260, output_fired_time: 0.0000000000, propagate_forward_time: 7.2195777893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465948105
validation[          , genome  5700] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       733.80762, best error:       654.62000 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 93.4798126221s, input_fired_time: 1.1441125870, output_fired_time: 0.6752382517, propagate_forward_time: 36.0006027222, propagate_backward_time: 53.6404800415, weight_update_time: 0.1068770811, other_time: 2.0193786621
epoch time: 7.6551299095s, input_fired_time: 0.1224584207, output_fired_time: 0.0000000000, propagate_forward_time: 7.1893548965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433165550
validation[          , genome  5700] predictions:    9740/  10000 (97.40%), best:    9811/10000 (98.11%), error:       925.00543, best error:       654.62000 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.5169906616s, input_fired_time: 1.1442635059, output_fired_time: 0.6762580872, propagate_forward_time: 36.0354118347, propagate_backward_time: 53.6570014954, weight_update_time: 0.1063263714, other_time: 2.0040588379
epoch time: 7.6523609161s, input_fired_time: 0.1218582243, output_fired_time: 0.0000000000, propagate_forward_time: 7.1890244484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414783478
validation[          , genome  5700] predictions:    9801/  10000 (98.01%), best:    9811/10000 (98.11%), error:       694.94263, best error:       654.62000 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.7271881104s, input_fired_time: 1.1449366808, output_fired_time: 0.6786398292, propagate_forward_time: 36.0909881592, propagate_backward_time: 53.7867927551, weight_update_time: 0.1065537333, other_time: 2.0258293152
epoch time: 7.7732520103s, input_fired_time: 0.1255690604, output_fired_time: 0.0000000000, propagate_forward_time: 7.2947945595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528885841
validation[          , genome  5700] predictions:    9776/  10000 (97.76%), best:    9811/10000 (98.11%), error:       726.59363, best error:       654.62000 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 93.4420471191s, input_fired_time: 1.1420079470, output_fired_time: 0.6767654419, propagate_forward_time: 35.9915428162, propagate_backward_time: 53.6227798462, weight_update_time: 0.1073397622, other_time: 2.0089530945
epoch time: 7.6553478241s, input_fired_time: 0.1213874817, output_fired_time: 0.0000000000, propagate_forward_time: 7.1890110970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449492455
validation[          , genome  5700] predictions:    9792/  10000 (97.92%), best:    9811/10000 (98.11%), error:       744.60809, best error:       654.62000 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.7079315186s, input_fired_time: 1.1571156979, output_fired_time: 0.6781083345, propagate_forward_time: 36.0951347351, propagate_backward_time: 53.7493209839, weight_update_time: 0.1070935428, other_time: 2.0282554626
epoch time: 7.6607761383s, input_fired_time: 0.1229325682, output_fired_time: 0.0000000000, propagate_forward_time: 7.1911826134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466610909
validation[          , genome  5700] predictions:    9786/  10000 (97.86%), best:    9811/10000 (98.11%), error:       695.18268, best error:       654.62000 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 93.4614868164s, input_fired_time: 1.1501622200, output_fired_time: 0.6766749620, propagate_forward_time: 35.9971199036, propagate_backward_time: 53.6140365601, weight_update_time: 0.1063553244, other_time: 2.0234947205
epoch time: 7.6628785133s, input_fired_time: 0.1228031963, output_fired_time: 0.0000000000, propagate_forward_time: 7.1963920593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436832428
validation[          , genome  5700] predictions:    9759/  10000 (97.59%), best:    9811/10000 (98.11%), error:       781.85364, best error:       654.62000 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 93.4341735840s, input_fired_time: 1.1442387104, output_fired_time: 0.6763824224, propagate_forward_time: 36.0031127930, propagate_backward_time: 53.6042289734, weight_update_time: 0.1060394868, other_time: 2.0062065125
epoch time: 7.6579561234s, input_fired_time: 0.1222032160, output_fired_time: 0.0000000000, propagate_forward_time: 7.1923098564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434429169
validation[          , genome  5700] predictions:    9758/  10000 (97.58%), best:    9811/10000 (98.11%), error:       870.71063, best error:       654.62000 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.4663391113s, input_fired_time: 1.1474879980, output_fired_time: 0.6778117418, propagate_forward_time: 35.9862594604, propagate_backward_time: 53.6355285645, weight_update_time: 0.1073367298, other_time: 2.0192489624
epoch time: 7.7062449455s, input_fired_time: 0.1256254762, output_fired_time: 0.0000000000, propagate_forward_time: 7.2333350182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472843170
validation[          , genome  5700] predictions:    9807/  10000 (98.07%), best:    9811/10000 (98.11%), error:       709.48364, best error:       654.62000 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 93.9100799561s, input_fired_time: 1.1523615122, output_fired_time: 0.6807436943, propagate_forward_time: 36.1566162109, propagate_backward_time: 53.8965721130, weight_update_time: 0.1079038754, other_time: 2.0237922668
epoch time: 7.6579008102s, input_fired_time: 0.1206084043, output_fired_time: 0.0000000000, propagate_forward_time: 7.1930894852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442029953
validation[          , genome  5700] predictions:    9769/  10000 (97.69%), best:    9811/10000 (98.11%), error:       793.81427, best error:       654.62000 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 93.4239425659s, input_fired_time: 1.1447644234, output_fired_time: 0.6792353392, propagate_forward_time: 35.9717254639, propagate_backward_time: 53.6168060303, weight_update_time: 0.1073249504, other_time: 2.0114059448
epoch time: 7.6662750244s, input_fired_time: 0.1240219250, output_fired_time: 0.0000000000, propagate_forward_time: 7.1939787865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482742310
validation[          , genome  5700] predictions:    9776/  10000 (97.76%), best:    9811/10000 (98.11%), error:       767.15808, best error:       654.62000 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 93.4402008057s, input_fired_time: 1.1488755941, output_fired_time: 0.6773650050, propagate_forward_time: 35.9887466431, propagate_backward_time: 53.5993995667, weight_update_time: 0.1070792750, other_time: 2.0258140564
epoch time: 7.6790299416s, input_fired_time: 0.1261458546, output_fired_time: 0.0000000000, propagate_forward_time: 7.2065720558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463120461
validation[          , genome  5700] predictions:    9756/  10000 (97.56%), best:    9811/10000 (98.11%), error:       841.71356, best error:       654.62000 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 94.0266036987s, input_fired_time: 1.1552293301, output_fired_time: 0.6805330515, propagate_forward_time: 36.2126121521, propagate_backward_time: 53.9223823547, weight_update_time: 0.1078494340, other_time: 2.0558471680
epoch time: 7.6619782448s, input_fired_time: 0.1242286190, output_fired_time: 0.0000000000, propagate_forward_time: 7.1939387321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438110352
validation[          , genome  5700] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       778.66992, best error:       654.62000 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.5282897949s, input_fired_time: 1.1537524462, output_fired_time: 0.6784403324, propagate_forward_time: 35.9878349304, propagate_backward_time: 53.6834564209, weight_update_time: 0.1079255939, other_time: 2.0247993469
epoch time: 7.6673192978s, input_fired_time: 0.1248879209, output_fired_time: 0.0000000000, propagate_forward_time: 7.1994071007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430242538
validation[          , genome  5700] predictions:    9753/  10000 (97.53%), best:    9811/10000 (98.11%), error:       817.88800, best error:       654.62000 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 94.2560272217s, input_fired_time: 1.1567823887, output_fired_time: 0.6811829805, propagate_forward_time: 36.3080673218, propagate_backward_time: 54.0887565613, weight_update_time: 0.1076044515, other_time: 2.0212364197
epoch time: 7.7863316536s, input_fired_time: 0.1235257685, output_fired_time: 0.0000000000, propagate_forward_time: 7.3171114922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456945419
validation[          , genome  5700] predictions:    9786/  10000 (97.86%), best:    9811/10000 (98.11%), error:       745.29156, best error:       654.62000 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.3453903198s, input_fired_time: 1.1459784508, output_fired_time: 0.6748249531, propagate_forward_time: 35.9563941956, propagate_backward_time: 53.5951309204, weight_update_time: 0.1054513007, other_time: 1.9730567932
epoch time: 7.6560926437s, input_fired_time: 0.1229054108, output_fired_time: 0.0000000000, propagate_forward_time: 7.1927838326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404035568
validation[          , genome  5700] predictions:    9701/  10000 (97.01%), best:    9811/10000 (98.11%), error:       992.80133, best error:       654.62000 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 93.6579132080s, input_fired_time: 1.1546726227, output_fired_time: 0.6767671704, propagate_forward_time: 36.0559463501, propagate_backward_time: 53.7611274719, weight_update_time: 0.1060193628, other_time: 2.0094032288
epoch time: 7.6799302101s, input_fired_time: 0.1259835064, output_fired_time: 0.0000000000, propagate_forward_time: 7.2073822021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465642929
validation[          , genome  5700] predictions:    9724/  10000 (97.24%), best:    9811/10000 (98.11%), error:       898.87897, best error:       654.62000 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 93.5974044800s, input_fired_time: 1.1621265411, output_fired_time: 0.6788535118, propagate_forward_time: 36.0587539673, propagate_backward_time: 53.7007408142, weight_update_time: 0.1064793542, other_time: 1.9969291687
epoch time: 7.6599531174s, input_fired_time: 0.1232338324, output_fired_time: 0.0000000000, propagate_forward_time: 7.1952891350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414301872
validation[          , genome  5700] predictions:    9700/  10000 (97.00%), best:    9811/10000 (98.11%), error:      1022.36749, best error:       654.62000 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 93.4138107300s, input_fired_time: 1.1515340805, output_fired_time: 0.6758800745, propagate_forward_time: 35.9834480286, propagate_backward_time: 53.5788726807, weight_update_time: 0.1064555794, other_time: 2.0240745544
epoch time: 7.6575469971s, input_fired_time: 0.1235627979, output_fired_time: 0.0000000000, propagate_forward_time: 7.1923909187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415932655
validation[          , genome  5700] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       677.59998, best error:       654.62000 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 93.5082244873s, input_fired_time: 1.1511156559, output_fired_time: 0.6777200699, propagate_forward_time: 36.0259742737, propagate_backward_time: 53.6458969116, weight_update_time: 0.1075275987, other_time: 2.0075187683
epoch time: 7.6610455513s, input_fired_time: 0.1253692210, output_fired_time: 0.0000000000, propagate_forward_time: 7.1931095123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425669670
validation[          , genome  5700] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       706.84210, best error:       654.62000 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 93.7163925171s, input_fired_time: 1.1520868540, output_fired_time: 0.6781235337, propagate_forward_time: 36.0939674377, propagate_backward_time: 53.7884712219, weight_update_time: 0.1074084342, other_time: 2.0037460327
epoch time: 7.6562957764s, input_fired_time: 0.1239158362, output_fired_time: 0.0000000000, propagate_forward_time: 7.1917686462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406114578
validation[          , genome  5700] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       716.13708, best error:       654.62000 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.6333847046s, input_fired_time: 1.1528676748, output_fired_time: 0.6782603264, propagate_forward_time: 36.0711517334, propagate_backward_time: 53.7391624451, weight_update_time: 0.1080438867, other_time: 1.9919395447
epoch time: 7.6569700241s, input_fired_time: 0.1244046912, output_fired_time: 0.0000000000, propagate_forward_time: 7.1906433105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419218063
validation[          , genome  5700] predictions:    9808/  10000 (98.08%), best:    9811/10000 (98.11%), error:       677.18176, best error:       654.62000 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.4387435913s, input_fired_time: 1.1525881290, output_fired_time: 0.6757673621, propagate_forward_time: 36.0003585815, propagate_backward_time: 53.6156082153, weight_update_time: 0.1078480110, other_time: 1.9944229126
epoch time: 7.6553893089s, input_fired_time: 0.1254490316, output_fired_time: 0.0000000000, propagate_forward_time: 7.1903810501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395590782
validation[          , genome  5700] predictions:    9783/  10000 (97.83%), best:    9811/10000 (98.11%), error:       771.38812, best error:       654.62000 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.3529663086s, input_fired_time: 1.1522556543, output_fired_time: 0.6757217050, propagate_forward_time: 35.9596672058, propagate_backward_time: 53.5819892883, weight_update_time: 0.1074706987, other_time: 1.9833374023
epoch time: 7.6541013718s, input_fired_time: 0.1240136176, output_fired_time: 0.0000000000, propagate_forward_time: 7.1886715889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414163589
validation[          , genome  5700] predictions:    9751/  10000 (97.51%), best:    9811/10000 (98.11%), error:       837.29633, best error:       654.62000 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.5776290894s, input_fired_time: 1.1558640003, output_fired_time: 0.6821269393, propagate_forward_time: 36.4804382324, propagate_backward_time: 54.2378883362, weight_update_time: 0.1076970622, other_time: 2.0213127136
epoch time: 7.6638832092s, input_fired_time: 0.1266516447, output_fired_time: 0.0000000000, propagate_forward_time: 7.1943168640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429145813
validation[          , genome  5700] predictions:    9801/  10000 (98.01%), best:    9811/10000 (98.11%), error:       728.32031, best error:       654.62000 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 93.7116241455s, input_fired_time: 1.1543302536, output_fired_time: 0.6799158454, propagate_forward_time: 36.0946083069, propagate_backward_time: 53.7674522400, weight_update_time: 0.1073014811, other_time: 2.0153198242
epoch time: 7.7139225006s, input_fired_time: 0.1263185143, output_fired_time: 0.0000000000, propagate_forward_time: 7.2440247536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435792923
validation[          , genome  5700] predictions:    9786/  10000 (97.86%), best:    9811/10000 (98.11%), error:       731.71838, best error:       654.62000 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 93.6633605957s, input_fired_time: 1.1516720057, output_fired_time: 0.6779531837, propagate_forward_time: 36.0696296692, propagate_backward_time: 53.7631301880, weight_update_time: 0.1062599495, other_time: 2.0009727478
epoch time: 7.6807160378s, input_fired_time: 0.1240516379, output_fired_time: 0.0000000000, propagate_forward_time: 7.2148466110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418178558
validation[          , genome  5700] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       643.00507, best error:       643.00507 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 94.7817535400s, input_fired_time: 1.1621913910, output_fired_time: 0.6845080256, propagate_forward_time: 36.5370063782, propagate_backward_time: 54.3935317993, weight_update_time: 0.1069522202, other_time: 2.0045127869
epoch time: 7.6520256996s, input_fired_time: 0.1249961182, output_fired_time: 0.0000000000, propagate_forward_time: 7.1889066696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381228447
validation[          , genome  5700] predictions:    9811/  10000 (98.11%), best:    9819/10000 (98.19%), error:       686.72235, best error:       643.00507 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.5221481323s, input_fired_time: 1.1559013128, output_fired_time: 0.6753503680, propagate_forward_time: 36.0576133728, propagate_backward_time: 53.6672821045, weight_update_time: 0.1058731228, other_time: 1.9659996033
epoch time: 7.6538090706s, input_fired_time: 0.1256951094, output_fired_time: 0.0000000000, propagate_forward_time: 7.1907606125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373532295
validation[          , genome  5700] predictions:    9796/  10000 (97.96%), best:    9819/10000 (98.19%), error:       732.78442, best error:       643.00507 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 93.3545761108s, input_fired_time: 1.1538918018, output_fired_time: 0.6753073335, propagate_forward_time: 35.9735794067, propagate_backward_time: 53.5894203186, weight_update_time: 0.1059770808, other_time: 1.9623756409
epoch time: 7.6598515511s, input_fired_time: 0.1268373728, output_fired_time: 0.0000000000, propagate_forward_time: 7.1909837723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420305252
validation[          , genome  5700] predictions:    9754/  10000 (97.54%), best:    9819/10000 (98.19%), error:       825.46448, best error:       643.00507 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.4082412720s, input_fired_time: 1.1593792439, output_fired_time: 0.6763924360, propagate_forward_time: 35.9750633240, propagate_backward_time: 53.6064300537, weight_update_time: 0.1063394919, other_time: 1.9909782410
epoch time: 7.6663632393s, input_fired_time: 0.1261070818, output_fired_time: 0.0000000000, propagate_forward_time: 7.1975507736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427052498
validation[          , genome  5700] predictions:    9716/  10000 (97.16%), best:    9819/10000 (98.19%), error:       962.71423, best error:       643.00507 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 94.1885986328s, input_fired_time: 1.1693656445, output_fired_time: 0.6816031933, propagate_forward_time: 36.2674903870, propagate_backward_time: 54.0254402161, weight_update_time: 0.1081362814, other_time: 2.0447006226
epoch time: 7.6534948349s, input_fired_time: 0.1260182410, output_fired_time: 0.0000000000, propagate_forward_time: 7.1897196770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377571106
validation[          , genome  5700] predictions:    9790/  10000 (97.90%), best:    9819/10000 (98.19%), error:       709.94568, best error:       643.00507 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 94.6679687500s, input_fired_time: 1.1704050303, output_fired_time: 0.6824874878, propagate_forward_time: 36.4960937500, propagate_backward_time: 54.3250007629, weight_update_time: 0.1065326929, other_time: 1.9939842224
epoch time: 7.6590986252s, input_fired_time: 0.1247684509, output_fired_time: 0.0000000000, propagate_forward_time: 7.1936311722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406991959
validation[          , genome  5700] predictions:    9732/  10000 (97.32%), best:    9819/10000 (98.19%), error:       954.13953, best error:       643.00507 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.2844161987s, input_fired_time: 1.1534259319, output_fired_time: 0.6734952927, propagate_forward_time: 35.9520683289, propagate_backward_time: 53.5354614258, weight_update_time: 0.1055991873, other_time: 1.9699668884
epoch time: 7.6529307365s, input_fired_time: 0.1254315227, output_fired_time: 0.0000000000, propagate_forward_time: 7.1891598701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383393288
validation[          , genome  5700] predictions:    9798/  10000 (97.98%), best:    9819/10000 (98.19%), error:       766.28186, best error:       643.00507 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 93.3843231201s, input_fired_time: 1.1550236940, output_fired_time: 0.6751520634, propagate_forward_time: 35.9810676575, propagate_backward_time: 53.5981292725, weight_update_time: 0.1060277149, other_time: 1.9749488831
epoch time: 7.7354474068s, input_fired_time: 0.1270330846, output_fired_time: 0.0000000000, propagate_forward_time: 7.2626938820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457202911
validation[          , genome  5700] predictions:    9759/  10000 (97.59%), best:    9819/10000 (98.19%), error:       792.97430, best error:       643.00507 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.7013092041s, input_fired_time: 1.1703407764, output_fired_time: 0.6816811562, propagate_forward_time: 36.4677848816, propagate_backward_time: 54.3736953735, weight_update_time: 0.1069064140, other_time: 2.0078086853
epoch time: 7.6590466499s, input_fired_time: 0.1260479391, output_fired_time: 0.0000000000, propagate_forward_time: 7.1931357384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398628235
validation[          , genome  5700] predictions:    9784/  10000 (97.84%), best:    9819/10000 (98.19%), error:       772.21790, best error:       643.00507 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.4672241211s, input_fired_time: 1.1624464989, output_fired_time: 0.6769317389, propagate_forward_time: 36.0385780334, propagate_backward_time: 53.5952835083, weight_update_time: 0.1058964580, other_time: 1.9939842224
epoch time: 7.6646070480s, input_fired_time: 0.1270062625, output_fired_time: 0.0000000000, propagate_forward_time: 7.1939363480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436646461
validation[          , genome  5700] predictions:    9792/  10000 (97.92%), best:    9819/10000 (98.19%), error:       742.28607, best error:       643.00507 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 94.1107254028s, input_fired_time: 1.1707985401, output_fired_time: 0.6808331013, propagate_forward_time: 36.2683372498, propagate_backward_time: 53.9411811829, weight_update_time: 0.1122506410, other_time: 2.0495758057
epoch time: 7.6694931984s, input_fired_time: 0.1280759275, output_fired_time: 0.0000000000, propagate_forward_time: 7.1971936226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442234993
validation[          , genome  5700] predictions:    9812/  10000 (98.12%), best:    9819/10000 (98.19%), error:       697.22681, best error:       643.00507 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 93.4816894531s, input_fired_time: 1.1698033810, output_fired_time: 0.6765303612, propagate_forward_time: 35.9959754944, propagate_backward_time: 53.5972366333, weight_update_time: 0.1082813367, other_time: 2.0421485901
epoch time: 7.6688904762s, input_fired_time: 0.1258024871, output_fired_time: 0.0000000000, propagate_forward_time: 7.1990747452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440132141
validation[          , genome  5700] predictions:    9789/  10000 (97.89%), best:    9819/10000 (98.19%), error:       743.09357, best error:       643.00507 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 93.6986999512s, input_fired_time: 1.1700528860, output_fired_time: 0.6787012219, propagate_forward_time: 36.1044006348, propagate_backward_time: 53.7223815918, weight_update_time: 0.1081235185, other_time: 2.0231628418
epoch time: 7.6731662750s, input_fired_time: 0.1275544912, output_fired_time: 0.0000000000, propagate_forward_time: 7.2044653893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411464691
validation[          , genome  5700] predictions:    9722/  10000 (97.22%), best:    9819/10000 (98.19%), error:       896.49158, best error:       643.00507 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 93.8079986572s, input_fired_time: 1.1670289040, output_fired_time: 0.6784108281, propagate_forward_time: 36.1509094238, propagate_backward_time: 53.7985115051, weight_update_time: 0.1075795516, other_time: 2.0131340027
epoch time: 7.6625256538s, input_fired_time: 0.1262079626, output_fired_time: 0.0000000000, propagate_forward_time: 7.1952743530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410434723
validation[          , genome  5700] predictions:    9724/  10000 (97.24%), best:    9819/10000 (98.19%), error:       979.44257, best error:       643.00507 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 93.6358337402s, input_fired_time: 1.1661704779, output_fired_time: 0.6780314445, propagate_forward_time: 36.0517120361, propagate_backward_time: 53.7370491028, weight_update_time: 0.1074445471, other_time: 2.0028724670
epoch time: 7.6625523567s, input_fired_time: 0.1276849508, output_fired_time: 0.0000000000, propagate_forward_time: 7.1941728592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406944275
validation[          , genome  5700] predictions:    9773/  10000 (97.73%), best:    9819/10000 (98.19%), error:       777.01331, best error:       643.00507 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.3759765625s, input_fired_time: 1.1646864414, output_fired_time: 0.6757892966, propagate_forward_time: 35.9734191895, propagate_backward_time: 53.5747985840, weight_update_time: 0.1069585010, other_time: 1.9872817993
epoch time: 7.6703524590s, input_fired_time: 0.1280564368, output_fired_time: 0.0000000000, propagate_forward_time: 7.1965036392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457922935
validation[          , genome  5700] predictions:    9802/  10000 (98.02%), best:    9819/10000 (98.19%), error:       741.47156, best error:       643.00507 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.8540954590s, input_fired_time: 1.1740286350, output_fired_time: 0.6845275164, propagate_forward_time: 36.5699539185, propagate_backward_time: 54.3806495667, weight_update_time: 0.1082577035, other_time: 2.0449409485
epoch time: 7.6599116325s, input_fired_time: 0.1274272799, output_fired_time: 0.0000000000, propagate_forward_time: 7.1923003197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401842117
validation[          , genome  5700] predictions:    9786/  10000 (97.86%), best:    9819/10000 (98.19%), error:       790.48218, best error:       643.00507 on epoch:    83, 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: 38.5344085693s, input_fired_time: 0.6344571710, output_fired_time: 0.0000000000, propagate_forward_time: 36.1100234985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7899284363
best training[          , genome  5700] predictions:   49865/  50000 (99.73%), best:    9819/10000 (98.19%), error:       788.33783, best error:       643.00507 on epoch:    83, 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: 7.6879243851s, input_fired_time: 0.1244528294, output_fired_time: 0.0000000000, propagate_forward_time: 7.2112894058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521823883
   testing[          , genome  5700] predictions:    9796/  10000 (97.96%), best:    9819/10000 (98.19%), error:       623.67267, best error:       643.00507 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:22:56 (4303): called boinc_finish(0)

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