Nameexact_genome_1512568488_41_3010_1
Workunit2586322
Created7 Dec 2017, 2:36:15 UTC
Sent7 Dec 2017, 2:39:55 UTC
Report deadline10 Dec 2017, 22:53:30 UTC
Received7 Dec 2017, 4:36:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 55 min 42 sec
CPU time1 hours 55 min 38 sec
Validate stateValid
Credit960.69
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.75 MB
Peak swap size152.27 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0999665484, output_fired_time: 0.0000000000, propagate_forward_time: 4.7440166473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153614044
validation[          , genome  3010] predictions:    9473/  10000 (94.73%), best:    9470/10000 (94.70%), error:      1854.12695, best error:      1817.18262 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.1389312744s, input_fired_time: 0.8205540776, output_fired_time: 0.7694567442, propagate_forward_time: 23.6805152893, propagate_backward_time: 35.5240592957, weight_update_time: 0.1094980463, other_time: 2.3443489075
epoch time: 5.2328004837s, input_fired_time: 0.0988363028, output_fired_time: 0.0000000000, propagate_forward_time: 4.7211637497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128003120
validation[          , genome  3010] predictions:    9474/  10000 (94.74%), best:    9474/10000 (94.74%), error:      1810.67749, best error:      1810.67749 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.8370361328s, input_fired_time: 0.8082304597, output_fired_time: 0.7638862729, propagate_forward_time: 23.6287994385, propagate_backward_time: 35.3509063721, weight_update_time: 0.1080338508, other_time: 2.2852134705
epoch time: 5.2359151840s, input_fired_time: 0.1002202854, output_fired_time: 0.0000000000, propagate_forward_time: 4.7219638824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137310982
validation[          , genome  3010] predictions:    9430/  10000 (94.30%), best:    9474/10000 (94.74%), error:      1910.50391, best error:      1810.67749 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.8986740112s, input_fired_time: 0.8032475710, output_fired_time: 0.7624559402, propagate_forward_time: 23.6321029663, propagate_backward_time: 35.4194107056, weight_update_time: 0.1089046970, other_time: 2.2814559937
epoch time: 5.2434711456s, input_fired_time: 0.0992182419, output_fired_time: 0.0000000000, propagate_forward_time: 4.7300691605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141836166
validation[          , genome  3010] predictions:    9454/  10000 (94.54%), best:    9474/10000 (94.74%), error:      1901.54578, best error:      1810.67749 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.9088478088s, input_fired_time: 0.8121644855, output_fired_time: 0.7649204135, propagate_forward_time: 23.5835533142, propagate_backward_time: 35.4173202515, weight_update_time: 0.1086061746, other_time: 2.3308906555
epoch time: 5.1947674751s, input_fired_time: 0.1001088396, output_fired_time: 0.0000000000, propagate_forward_time: 4.6825590134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120998383
validation[          , genome  3010] predictions:    9447/  10000 (94.47%), best:    9474/10000 (94.74%), error:      1841.88660, best error:      1810.67749 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.0844421387s, input_fired_time: 0.8109987974, output_fired_time: 0.7688571811, propagate_forward_time: 23.7653141022, propagate_backward_time: 35.4509620667, weight_update_time: 0.1099482849, other_time: 2.2883110046
epoch time: 5.2162280083s, input_fired_time: 0.1005120575, output_fired_time: 0.0000000000, propagate_forward_time: 4.6958565712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198594093
validation[          , genome  3010] predictions:    9468/  10000 (94.68%), best:    9474/10000 (94.74%), error:      1817.76672, best error:      1810.67749 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.7037315369s, input_fired_time: 0.8092758060, output_fired_time: 0.7612380981, propagate_forward_time: 23.5357341766, propagate_backward_time: 35.2980918884, weight_update_time: 0.1084284261, other_time: 2.2993888855
epoch time: 5.2123069763s, input_fired_time: 0.0992459953, output_fired_time: 0.0000000000, propagate_forward_time: 4.6998138428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132471085
validation[          , genome  3010] predictions:    9449/  10000 (94.49%), best:    9474/10000 (94.74%), error:      1874.78809, best error:      1810.67749 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.0999259949s, input_fired_time: 0.8183837533, output_fired_time: 0.7708916664, propagate_forward_time: 23.7017517090, propagate_backward_time: 35.4706573486, weight_update_time: 0.1102907434, other_time: 2.3382415771
epoch time: 5.2472519875s, input_fired_time: 0.1003920138, output_fired_time: 0.0000000000, propagate_forward_time: 4.7253108025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215493202
validation[          , genome  3010] predictions:    9433/  10000 (94.33%), best:    9474/10000 (94.74%), error:      1892.59253, best error:      1810.67749 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.8684883118s, input_fired_time: 0.8094442487, output_fired_time: 0.7638727427, propagate_forward_time: 23.5378875732, propagate_backward_time: 35.4556274414, weight_update_time: 0.1083788872, other_time: 2.3016548157
epoch time: 5.2296085358s, input_fired_time: 0.1001882181, output_fired_time: 0.0000000000, propagate_forward_time: 4.7153391838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140810966
validation[          , genome  3010] predictions:    9456/  10000 (94.56%), best:    9474/10000 (94.74%), error:      1835.03442, best error:      1810.67749 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.9457855225s, input_fired_time: 0.8181535602, output_fired_time: 0.7638806701, propagate_forward_time: 23.5665874481, propagate_backward_time: 35.4521217346, weight_update_time: 0.1087740809, other_time: 2.3450431824
epoch time: 5.2435531616s, input_fired_time: 0.1011459008, output_fired_time: 0.0000000000, propagate_forward_time: 4.7207717896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216356277
validation[          , genome  3010] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1722.43457, best error:      1722.43457 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.8331260681s, input_fired_time: 0.8087623715, output_fired_time: 0.7676528692, propagate_forward_time: 23.6469593048, propagate_backward_time: 35.3376235962, weight_update_time: 0.1083191186, other_time: 2.2721252441
epoch time: 5.2422041893s, input_fired_time: 0.1010028571, output_fired_time: 0.0000000000, propagate_forward_time: 4.7292490005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119524956
validation[          , genome  3010] predictions:    9470/  10000 (94.70%), best:    9499/10000 (94.99%), error:      1798.18982, best error:      1722.43457 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.0085334778s, input_fired_time: 0.8115053773, output_fired_time: 0.7702062726, propagate_forward_time: 23.6786193848, propagate_backward_time: 35.4436988831, weight_update_time: 0.1102139279, other_time: 2.3045043945
epoch time: 5.3104076385s, input_fired_time: 0.0997799113, output_fired_time: 0.0000000000, propagate_forward_time: 4.7948651314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157624245
validation[          , genome  3010] predictions:    9450/  10000 (94.50%), best:    9499/10000 (94.99%), error:      1855.60144, best error:      1722.43457 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.9222984314s, input_fired_time: 0.8080983758, output_fired_time: 0.7640357018, propagate_forward_time: 23.6170749664, propagate_backward_time: 35.4654655457, weight_update_time: 0.1087431610, other_time: 2.2676277161
epoch time: 5.2463984489s, input_fired_time: 0.0995718762, output_fired_time: 0.0000000000, propagate_forward_time: 4.7318549156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149718285
validation[          , genome  3010] predictions:    9459/  10000 (94.59%), best:    9499/10000 (94.99%), error:      1833.52942, best error:      1722.43457 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.9467430115s, input_fired_time: 0.8189927340, output_fired_time: 0.7621180415, propagate_forward_time: 23.5843849182, propagate_backward_time: 35.4396438599, weight_update_time: 0.1092729270, other_time: 2.3416023254
epoch time: 5.2345776558s, input_fired_time: 0.1011203080, output_fired_time: 0.0000000000, propagate_forward_time: 4.7113528252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221043587
validation[          , genome  3010] predictions:    9359/  10000 (93.59%), best:    9499/10000 (94.99%), error:      2212.57593, best error:      1722.43457 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.0219306946s, input_fired_time: 0.8167301416, output_fired_time: 0.7654076815, propagate_forward_time: 23.6728305817, propagate_backward_time: 35.4217338562, weight_update_time: 0.1091127843, other_time: 2.3452262878
epoch time: 5.2295513153s, input_fired_time: 0.1010720506, output_fired_time: 0.0000000000, propagate_forward_time: 4.7066698074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218096733
validation[          , genome  3010] predictions:    9458/  10000 (94.58%), best:    9499/10000 (94.99%), error:      1822.87500, best error:      1722.43457 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.8124771118s, input_fired_time: 0.8088486195, output_fired_time: 0.7654911280, propagate_forward_time: 23.5962047577, propagate_backward_time: 35.3611373901, weight_update_time: 0.1086732373, other_time: 2.2807922363
epoch time: 5.2132654190s, input_fired_time: 0.0999251455, output_fired_time: 0.0000000000, propagate_forward_time: 4.7006664276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126739502
validation[          , genome  3010] predictions:    9453/  10000 (94.53%), best:    9499/10000 (94.99%), error:      1796.16113, best error:      1722.43457 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.9387931824s, input_fired_time: 0.8121665120, output_fired_time: 0.7740510106, propagate_forward_time: 23.6948566437, propagate_backward_time: 35.3726387024, weight_update_time: 0.1102318913, other_time: 2.2850761414
epoch time: 5.2441992760s, input_fired_time: 0.1002467796, output_fired_time: 0.0000000000, propagate_forward_time: 4.7299227715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140295982
validation[          , genome  3010] predictions:    9387/  10000 (93.87%), best:    9499/10000 (94.99%), error:      2002.65918, best error:      1722.43457 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.9227142334s, input_fired_time: 0.8109216690, output_fired_time: 0.7651856542, propagate_forward_time: 23.6641006470, propagate_backward_time: 35.4051933289, weight_update_time: 0.1087795272, other_time: 2.2773132324
epoch time: 5.2031416893s, input_fired_time: 0.0989841148, output_fired_time: 0.0000000000, propagate_forward_time: 4.6907453537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134120941
validation[          , genome  3010] predictions:    9480/  10000 (94.80%), best:    9499/10000 (94.99%), error:      1724.18152, best error:      1722.43457 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.0224266052s, input_fired_time: 0.8192701936, output_fired_time: 0.7656498551, propagate_forward_time: 23.6761360168, propagate_backward_time: 35.4185791016, weight_update_time: 0.1099704728, other_time: 2.3427886963
epoch time: 5.2559924126s, input_fired_time: 0.1017759889, output_fired_time: 0.0000000000, propagate_forward_time: 4.7311668396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230494499
validation[          , genome  3010] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1627.08740, best error:      1627.08740 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.9415855408s, input_fired_time: 0.8073572516, output_fired_time: 0.7698957920, propagate_forward_time: 23.6227512360, propagate_backward_time: 35.4604225159, weight_update_time: 0.1080688238, other_time: 2.2811546326
epoch time: 5.2466211319s, input_fired_time: 0.1002817824, output_fired_time: 0.0000000000, propagate_forward_time: 4.7317957878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145436287
validation[          , genome  3010] predictions:    9512/  10000 (95.12%), best:    9523/10000 (95.23%), error:      1660.02832, best error:      1627.08740 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.0181732178s, input_fired_time: 0.8113723993, output_fired_time: 0.7708758712, propagate_forward_time: 23.7465953827, propagate_backward_time: 35.4072303772, weight_update_time: 0.1089705452, other_time: 2.2821006775
epoch time: 5.2689814568s, input_fired_time: 0.1011758447, output_fired_time: 0.0000000000, propagate_forward_time: 4.7544651031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133405685
validation[          , genome  3010] predictions:    9462/  10000 (94.62%), best:    9523/10000 (95.23%), error:      1786.82263, best error:      1627.08740 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.1783180237s, input_fired_time: 0.8209664822, output_fired_time: 0.7750220299, propagate_forward_time: 23.7548141479, propagate_backward_time: 35.4805221558, weight_update_time: 0.1099157184, other_time: 2.3469963074
epoch time: 5.2600412369s, input_fired_time: 0.1015615612, output_fired_time: 0.0000000000, propagate_forward_time: 4.7352795601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232001305
validation[          , genome  3010] predictions:    9499/  10000 (94.99%), best:    9523/10000 (95.23%), error:      1691.93201, best error:      1627.08740 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.1751060486s, input_fired_time: 0.8210503459, output_fired_time: 0.7687925696, propagate_forward_time: 23.7011623383, propagate_backward_time: 35.5361633301, weight_update_time: 0.1099251509, other_time: 2.3479385376
epoch time: 5.2549114227s, input_fired_time: 0.1015128046, output_fired_time: 0.0000000000, propagate_forward_time: 4.7307538986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226446152
validation[          , genome  3010] predictions:    9465/  10000 (94.65%), best:    9523/10000 (95.23%), error:      1783.74634, best error:      1627.08740 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.9390258789s, input_fired_time: 0.8179706335, output_fired_time: 0.7715056539, propagate_forward_time: 23.6511669159, propagate_backward_time: 35.3974227905, weight_update_time: 0.1087890267, other_time: 2.3009567261
epoch time: 5.2394428253s, input_fired_time: 0.1007106304, output_fired_time: 0.0000000000, propagate_forward_time: 4.7253584862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133734703
validation[          , genome  3010] predictions:    9485/  10000 (94.85%), best:    9523/10000 (95.23%), error:      1765.81238, best error:      1627.08740 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.8286399841s, input_fired_time: 0.8116852045, output_fired_time: 0.7672750950, propagate_forward_time: 23.5786075592, propagate_backward_time: 35.3880767822, weight_update_time: 0.1086586118, other_time: 2.2829971313
epoch time: 5.2291936874s, input_fired_time: 0.1001229212, output_fired_time: 0.0000000000, propagate_forward_time: 4.7144641876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146065712
validation[          , genome  3010] predictions:    9339/  10000 (93.39%), best:    9523/10000 (95.23%), error:      2299.20166, best error:      1627.08740 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.0242462158s, input_fired_time: 0.8103104830, output_fired_time: 0.7690379024, propagate_forward_time: 23.6374893188, propagate_backward_time: 35.5427474976, weight_update_time: 0.1087479591, other_time: 2.2646598816
epoch time: 5.2632560730s, input_fired_time: 0.1009324044, output_fired_time: 0.0000000000, propagate_forward_time: 4.7481484413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141750336
validation[          , genome  3010] predictions:    9484/  10000 (94.84%), best:    9523/10000 (95.23%), error:      1702.59937, best error:      1627.08740 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.6594657898s, input_fired_time: 0.8074125051, output_fired_time: 0.7592216134, propagate_forward_time: 23.5696029663, propagate_backward_time: 35.2566299438, weight_update_time: 0.1086309999, other_time: 2.2666015625
epoch time: 5.2236647606s, input_fired_time: 0.1005112007, output_fired_time: 0.0000000000, propagate_forward_time: 4.7096939087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134597778
validation[          , genome  3010] predictions:    9483/  10000 (94.83%), best:    9523/10000 (95.23%), error:      1723.27771, best error:      1627.08740 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.9657325745s, input_fired_time: 0.8208699226, output_fired_time: 0.7653274536, propagate_forward_time: 23.6175575256, propagate_backward_time: 35.4185104370, weight_update_time: 0.1103621572, other_time: 2.3434677124
epoch time: 5.2466979027s, input_fired_time: 0.1013006121, output_fired_time: 0.0000000000, propagate_forward_time: 4.7334456444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119515419
validation[          , genome  3010] predictions:    9493/  10000 (94.93%), best:    9523/10000 (95.23%), error:      1690.41846, best error:      1627.08740 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.8264999390s, input_fired_time: 0.8194122314, output_fired_time: 0.7669728398, propagate_forward_time: 23.5627765656, propagate_backward_time: 35.3392372131, weight_update_time: 0.1093311235, other_time: 2.3381004333
epoch time: 5.1641411781s, input_fired_time: 0.1001870036, output_fired_time: 0.0000000000, propagate_forward_time: 4.6482930183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156613350
validation[          , genome  3010] predictions:    9490/  10000 (94.90%), best:    9523/10000 (95.23%), error:      1693.21155, best error:      1627.08740 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 62.9412956238s, input_fired_time: 0.8221960664, output_fired_time: 0.7691187263, propagate_forward_time: 23.5887889862, propagate_backward_time: 35.4271087646, weight_update_time: 0.1099094152, other_time: 2.3340835571
epoch time: 5.2302284241s, input_fired_time: 0.1023111790, output_fired_time: 0.0000000000, propagate_forward_time: 4.7048511505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230661392
validation[          , genome  3010] predictions:    9510/  10000 (95.10%), best:    9523/10000 (95.23%), error:      1684.74878, best error:      1627.08740 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.9453315735s, input_fired_time: 0.8088961840, output_fired_time: 0.7641473413, propagate_forward_time: 23.5948276520, propagate_backward_time: 35.5104484558, weight_update_time: 0.1076920331, other_time: 2.2670097351
epoch time: 5.2060189247s, input_fired_time: 0.1024581641, output_fired_time: 0.0000000000, propagate_forward_time: 4.6857509613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178099632
validation[          , genome  3010] predictions:    9423/  10000 (94.23%), best:    9523/10000 (95.23%), error:      1874.26245, best error:      1627.08740 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.0203857422s, input_fired_time: 0.8221837282, output_fired_time: 0.7719112039, propagate_forward_time: 23.6925182343, propagate_backward_time: 35.3832550049, weight_update_time: 0.1111113355, other_time: 2.3505172729
epoch time: 5.2360200882s, input_fired_time: 0.1018353626, output_fired_time: 0.0000000000, propagate_forward_time: 4.7137322426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204525948
validation[          , genome  3010] predictions:    9477/  10000 (94.77%), best:    9523/10000 (95.23%), error:      1765.45874, best error:      1627.08740 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.0798072815s, input_fired_time: 0.8251992464, output_fired_time: 0.7687349916, propagate_forward_time: 23.6659679413, propagate_backward_time: 35.4796524048, weight_update_time: 0.1097121090, other_time: 2.3402557373
epoch time: 5.2454004288s, input_fired_time: 0.1014612094, output_fired_time: 0.0000000000, propagate_forward_time: 4.7192602158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246788025
validation[          , genome  3010] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1593.06421, best error:      1593.06421 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.2379684448s, input_fired_time: 0.8220767975, output_fired_time: 0.7717552781, propagate_forward_time: 23.8273143768, propagate_backward_time: 35.5034217834, weight_update_time: 0.1097710058, other_time: 2.3134040833
epoch time: 5.2792143822s, input_fired_time: 0.1007661745, output_fired_time: 0.0000000000, propagate_forward_time: 4.7641239166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143242836
validation[          , genome  3010] predictions:    9463/  10000 (94.63%), best:    9520/10000 (95.20%), error:      1780.96411, best error:      1593.06421 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.0010032654s, input_fired_time: 0.8168145418, output_fired_time: 0.7669113874, propagate_forward_time: 23.7553863525, propagate_backward_time: 35.3743782043, weight_update_time: 0.1077061519, other_time: 2.2875137329
epoch time: 5.2442102432s, input_fired_time: 0.1010425910, output_fired_time: 0.0000000000, propagate_forward_time: 4.7283086777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148588181
validation[          , genome  3010] predictions:    9387/  10000 (93.87%), best:    9520/10000 (95.20%), error:      1993.02368, best error:      1593.06421 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.8485641479s, input_fired_time: 0.8193157315, output_fired_time: 0.7640196085, propagate_forward_time: 23.5252456665, propagate_backward_time: 35.4054565430, weight_update_time: 0.1088047996, other_time: 2.3345260620
epoch time: 5.2071123123s, input_fired_time: 0.1026050597, output_fired_time: 0.0000000000, propagate_forward_time: 4.6853184700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191889763
validation[          , genome  3010] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1659.81836, best error:      1593.06421 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.0256080627s, input_fired_time: 0.8154008985, output_fired_time: 0.7666404843, propagate_forward_time: 23.7011070251, propagate_backward_time: 35.4629707336, weight_update_time: 0.1085288227, other_time: 2.2794914246
epoch time: 5.2414903641s, input_fired_time: 0.1002083942, output_fired_time: 0.0000000000, propagate_forward_time: 4.7262096405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150724411
validation[          , genome  3010] predictions:    9510/  10000 (95.10%), best:    9520/10000 (95.20%), error:      1658.11987, best error:      1593.06421 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.2575492859s, input_fired_time: 0.8272925615, output_fired_time: 0.7737516761, propagate_forward_time: 23.7768325806, propagate_backward_time: 35.5367240906, weight_update_time: 0.1103352681, other_time: 2.3429489136
epoch time: 5.2802596092s, input_fired_time: 0.1025175601, output_fired_time: 0.0000000000, propagate_forward_time: 4.7535114288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242305756
validation[          , genome  3010] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1583.25244, best error:      1583.25244 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.0220756531s, input_fired_time: 0.8253713250, output_fired_time: 0.7714652419, propagate_forward_time: 23.6896305084, propagate_backward_time: 35.3961524963, weight_update_time: 0.1098573580, other_time: 2.3394584656
epoch time: 5.2498588562s, input_fired_time: 0.1016730890, output_fired_time: 0.0000000000, propagate_forward_time: 4.7243223190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238634109
validation[          , genome  3010] predictions:    9505/  10000 (95.05%), best:    9521/10000 (95.21%), error:      1594.80835, best error:      1583.25244 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.1616554260s, input_fired_time: 0.8192021251, output_fired_time: 0.7710717916, propagate_forward_time: 23.7737712860, propagate_backward_time: 35.5062866211, weight_update_time: 0.1091103032, other_time: 2.2913208008
epoch time: 5.2597913742s, input_fired_time: 0.1029442772, output_fired_time: 0.0000000000, propagate_forward_time: 4.7363381386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205088615
validation[          , genome  3010] predictions:    9459/  10000 (94.59%), best:    9521/10000 (95.21%), error:      1799.36060, best error:      1583.25244 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.0589027405s, input_fired_time: 0.8263811469, output_fired_time: 0.7698837519, propagate_forward_time: 23.7161369324, propagate_backward_time: 35.4044723511, weight_update_time: 0.1091746315, other_time: 2.3420295715
epoch time: 5.2642049789s, input_fired_time: 0.1017627120, output_fired_time: 0.0000000000, propagate_forward_time: 4.7391595840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232826233
validation[          , genome  3010] predictions:    9530/  10000 (95.30%), best:    9521/10000 (95.21%), error:      1605.39563, best error:      1583.25244 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.1490859985s, input_fired_time: 0.8147876859, output_fired_time: 0.7717385888, propagate_forward_time: 23.8155632019, propagate_backward_time: 35.4757728577, weight_update_time: 0.1088121012, other_time: 2.2712211609
epoch time: 5.2707571983s, input_fired_time: 0.1010391414, output_fired_time: 0.0000000000, propagate_forward_time: 4.7558817863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138364792
validation[          , genome  3010] predictions:    9504/  10000 (95.04%), best:    9521/10000 (95.21%), error:      1663.19519, best error:      1583.25244 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.9647102356s, input_fired_time: 0.8257725239, output_fired_time: 0.7701141834, propagate_forward_time: 23.6124877930, propagate_backward_time: 35.4153671265, weight_update_time: 0.1097709462, other_time: 2.3409690857
epoch time: 5.2434983253s, input_fired_time: 0.1033816636, output_fired_time: 0.0000000000, propagate_forward_time: 4.7200746536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200420380
validation[          , genome  3010] predictions:    9397/  10000 (93.97%), best:    9521/10000 (95.21%), error:      1950.24084, best error:      1583.25244 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.0608329773s, input_fired_time: 0.8264014125, output_fired_time: 0.7715838552, propagate_forward_time: 23.6370010376, propagate_backward_time: 35.4889793396, weight_update_time: 0.1104779243, other_time: 2.3368682861
epoch time: 5.2659306526s, input_fired_time: 0.1028532609, output_fired_time: 0.0000000000, propagate_forward_time: 4.7406625748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224147797
validation[          , genome  3010] predictions:    9535/  10000 (95.35%), best:    9521/10000 (95.21%), error:      1593.74487, best error:      1583.25244 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.1355552673s, input_fired_time: 0.8197253346, output_fired_time: 0.7716125846, propagate_forward_time: 23.7837524414, propagate_backward_time: 35.4839591980, weight_update_time: 0.1089167595, other_time: 2.2765045166
epoch time: 5.2750134468s, input_fired_time: 0.1014577448, output_fired_time: 0.0000000000, propagate_forward_time: 4.7564630508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170928001
validation[          , genome  3010] predictions:    9482/  10000 (94.82%), best:    9521/10000 (95.21%), error:      1741.06213, best error:      1583.25244 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.1167106628s, input_fired_time: 0.8227735758, output_fired_time: 0.7637079358, propagate_forward_time: 23.6986541748, propagate_backward_time: 35.5027923584, weight_update_time: 0.1085642129, other_time: 2.3287849426
epoch time: 5.2560291290s, input_fired_time: 0.1011297107, output_fired_time: 0.0000000000, propagate_forward_time: 4.7421832085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127163887
validation[          , genome  3010] predictions:    9512/  10000 (95.12%), best:    9521/10000 (95.21%), error:      1613.91785, best error:      1583.25244 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.2938156128s, input_fired_time: 0.8249546289, output_fired_time: 0.7743039131, propagate_forward_time: 23.8254318237, propagate_backward_time: 35.5625305176, weight_update_time: 0.1093104780, other_time: 2.3065948486
epoch time: 5.2771544456s, input_fired_time: 0.1026593298, output_fired_time: 0.0000000000, propagate_forward_time: 4.7610416412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134535789
validation[          , genome  3010] predictions:    9507/  10000 (95.07%), best:    9521/10000 (95.21%), error:      1629.74756, best error:      1583.25244 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.3283157349s, input_fired_time: 0.8272231221, output_fired_time: 0.7695929408, propagate_forward_time: 23.8070640564, propagate_backward_time: 35.5984420776, weight_update_time: 0.1093904004, other_time: 2.3259925842
epoch time: 5.2773265839s, input_fired_time: 0.1028263196, output_fired_time: 0.0000000000, propagate_forward_time: 4.7601389885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143614769
validation[          , genome  3010] predictions:    9453/  10000 (94.53%), best:    9521/10000 (95.21%), error:      1844.68030, best error:      1583.25244 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.1925735474s, input_fired_time: 0.8224113584, output_fired_time: 0.7675801516, propagate_forward_time: 23.7637557983, propagate_backward_time: 35.5286750793, weight_update_time: 0.1090525091, other_time: 2.3101501465
epoch time: 5.2176990509s, input_fired_time: 0.1026644781, output_fired_time: 0.0000000000, propagate_forward_time: 4.7012200356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138145447
validation[          , genome  3010] predictions:    9525/  10000 (95.25%), best:    9521/10000 (95.21%), error:      1651.40759, best error:      1583.25244 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.9961814880s, input_fired_time: 0.8261229992, output_fired_time: 0.7642811537, propagate_forward_time: 23.6085166931, propagate_backward_time: 35.4492607117, weight_update_time: 0.1105833650, other_time: 2.3479995728
epoch time: 5.2406454086s, input_fired_time: 0.1031454578, output_fired_time: 0.0000000000, propagate_forward_time: 4.7163329124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211668968
validation[          , genome  3010] predictions:    9442/  10000 (94.42%), best:    9521/10000 (95.21%), error:      1835.11084, best error:      1583.25244 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.1798706055s, input_fired_time: 0.8269991875, output_fired_time: 0.7722230554, propagate_forward_time: 23.7640991211, propagate_backward_time: 35.4693069458, weight_update_time: 0.1095967218, other_time: 2.3472404480
epoch time: 5.2622098923s, input_fired_time: 0.1013078466, output_fired_time: 0.0000000000, propagate_forward_time: 4.7390336990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218683243
validation[          , genome  3010] predictions:    9490/  10000 (94.90%), best:    9521/10000 (95.21%), error:      1723.46008, best error:      1583.25244 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.7329788208s, input_fired_time: 0.8165599704, output_fired_time: 0.7632140517, propagate_forward_time: 23.5527095795, propagate_backward_time: 35.3144569397, weight_update_time: 0.1089986637, other_time: 2.2860374451
epoch time: 5.2239980698s, input_fired_time: 0.1004813164, output_fired_time: 0.0000000000, propagate_forward_time: 4.7107138634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128026962
validation[          , genome  3010] predictions:    9467/  10000 (94.67%), best:    9521/10000 (95.21%), error:      1750.17981, best error:      1583.25244 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.9502906799s, input_fired_time: 0.8237791061, output_fired_time: 0.7667586207, propagate_forward_time: 23.6319103241, propagate_backward_time: 35.4119186401, weight_update_time: 0.1092952117, other_time: 2.3159255981
epoch time: 5.1949496269s, input_fired_time: 0.1024654210, output_fired_time: 0.0000000000, propagate_forward_time: 4.6852583885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072256088
validation[          , genome  3010] predictions:    9469/  10000 (94.69%), best:    9521/10000 (95.21%), error:      1716.50159, best error:      1583.25244 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 62.7428703308s, input_fired_time: 0.8123968840, output_fired_time: 0.7594983578, propagate_forward_time: 23.5071506500, propagate_backward_time: 35.4003601074, weight_update_time: 0.1074220911, other_time: 2.2634658813
epoch time: 5.2263503075s, input_fired_time: 0.1013522297, output_fired_time: 0.0000000000, propagate_forward_time: 4.7123990059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125990868
validation[          , genome  3010] predictions:    9519/  10000 (95.19%), best:    9521/10000 (95.21%), error:      1585.55554, best error:      1583.25244 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.1480674744s, input_fired_time: 0.8313290477, output_fired_time: 0.7680301070, propagate_forward_time: 23.7191181183, propagate_backward_time: 35.4884681702, weight_update_time: 0.1089785919, other_time: 2.3411216736
epoch time: 5.2548184395s, input_fired_time: 0.1032188907, output_fired_time: 0.0000000000, propagate_forward_time: 4.7392058372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123935699
validation[          , genome  3010] predictions:    9511/  10000 (95.11%), best:    9521/10000 (95.21%), error:      1634.03113, best error:      1583.25244 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.0534439087s, input_fired_time: 0.8311040998, output_fired_time: 0.7701735497, propagate_forward_time: 23.6106662750, propagate_backward_time: 35.4975128174, weight_update_time: 0.1098580956, other_time: 2.3439865112
epoch time: 5.2403755188s, input_fired_time: 0.1039698347, output_fired_time: 0.0000000000, propagate_forward_time: 4.7161059380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202995300
validation[          , genome  3010] predictions:    9513/  10000 (95.13%), best:    9521/10000 (95.21%), error:      1658.95837, best error:      1583.25244 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.0253562927s, input_fired_time: 0.8289006352, output_fired_time: 0.7659764290, propagate_forward_time: 23.6604118347, propagate_backward_time: 35.4284782410, weight_update_time: 0.1104629710, other_time: 2.3415908813
epoch time: 5.2831683159s, input_fired_time: 0.1043188199, output_fired_time: 0.0000000000, propagate_forward_time: 4.7572102547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216394424
validation[          , genome  3010] predictions:    9513/  10000 (95.13%), best:    9521/10000 (95.21%), error:      1650.28296, best error:      1583.25244 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.8489837646s, input_fired_time: 0.8274065256, output_fired_time: 0.7619006634, propagate_forward_time: 23.5399379730, propagate_backward_time: 35.3861351013, weight_update_time: 0.1086808667, other_time: 2.3335990906
epoch time: 5.2451748848s, input_fired_time: 0.1023641974, output_fired_time: 0.0000000000, propagate_forward_time: 4.7229733467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198374748
validation[          , genome  3010] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1573.20996, best error:      1573.20996 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.8523139954s, input_fired_time: 0.8174176812, output_fired_time: 0.7699755430, propagate_forward_time: 23.6299114227, propagate_backward_time: 35.3665084839, weight_update_time: 0.1080863178, other_time: 2.2685012817
epoch time: 5.2413449287s, input_fired_time: 0.1030399278, output_fired_time: 0.0000000000, propagate_forward_time: 4.7251286507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131765366
validation[          , genome  3010] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1562.06738, best error:      1562.06738 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.0513458252s, input_fired_time: 0.8195447326, output_fired_time: 0.7628853917, propagate_forward_time: 23.6732730865, propagate_backward_time: 35.5177803040, weight_update_time: 0.1116146371, other_time: 2.2778587341
epoch time: 5.2520756721s, input_fired_time: 0.1024470627, output_fired_time: 0.0000000000, propagate_forward_time: 4.7387251854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109034538
validation[          , genome  3010] predictions:    9514/  10000 (95.14%), best:    9528/10000 (95.28%), error:      1595.09265, best error:      1562.06738 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.0519104004s, input_fired_time: 0.8304999471, output_fired_time: 0.7660123110, propagate_forward_time: 23.6605091095, propagate_backward_time: 35.4471015930, weight_update_time: 0.1092576012, other_time: 2.3477821350
epoch time: 5.2662873268s, input_fired_time: 0.1025990993, output_fired_time: 0.0000000000, propagate_forward_time: 4.7380523682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256358147
validation[          , genome  3010] predictions:    9515/  10000 (95.15%), best:    9528/10000 (95.28%), error:      1620.77148, best error:      1562.06738 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.0904083252s, input_fired_time: 0.8280938864, output_fired_time: 0.7705458999, propagate_forward_time: 23.6501064301, propagate_backward_time: 35.5050430298, weight_update_time: 0.1099729836, other_time: 2.3366165161
epoch time: 5.2134346962s, input_fired_time: 0.1033777744, output_fired_time: 0.0000000000, propagate_forward_time: 4.6946315765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154253006
validation[          , genome  3010] predictions:    9455/  10000 (94.55%), best:    9528/10000 (95.28%), error:      1806.99902, best error:      1562.06738 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.1039695740s, input_fired_time: 0.8288844824, output_fired_time: 0.7701959014, propagate_forward_time: 23.7145252228, propagate_backward_time: 35.4504280090, weight_update_time: 0.1101182029, other_time: 2.3399391174
epoch time: 5.2617564201s, input_fired_time: 0.1040906906, output_fired_time: 0.0000000000, propagate_forward_time: 4.7386174202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190483093
validation[          , genome  3010] predictions:    9505/  10000 (95.05%), best:    9528/10000 (95.28%), error:      1652.37476, best error:      1562.06738 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.8513450623s, input_fired_time: 0.8205051422, output_fired_time: 0.7672861814, propagate_forward_time: 23.6068248749, propagate_backward_time: 35.3798675537, weight_update_time: 0.1077168807, other_time: 2.2768630981
epoch time: 5.2385659218s, input_fired_time: 0.1010626182, output_fired_time: 0.0000000000, propagate_forward_time: 4.7246413231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128618240
validation[          , genome  3010] predictions:    9422/  10000 (94.22%), best:    9528/10000 (95.28%), error:      1923.38647, best error:      1562.06738 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.9592399597s, input_fired_time: 0.8279204965, output_fired_time: 0.7669300437, propagate_forward_time: 23.7259006500, propagate_backward_time: 35.3031044006, weight_update_time: 0.1095851809, other_time: 2.3353843689
epoch time: 5.2582011223s, input_fired_time: 0.1034619287, output_fired_time: 0.0000000000, propagate_forward_time: 4.7332372665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215021133
validation[          , genome  3010] predictions:    9508/  10000 (95.08%), best:    9528/10000 (95.28%), error:      1611.67029, best error:      1562.06738 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.3210067749s, input_fired_time: 0.8358258605, output_fired_time: 0.7732818723, propagate_forward_time: 23.8039112091, propagate_backward_time: 35.5570449829, weight_update_time: 0.1095586568, other_time: 2.3509445190
epoch time: 5.2564096451s, input_fired_time: 0.1032265797, output_fired_time: 0.0000000000, propagate_forward_time: 4.7311511040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220318794
validation[          , genome  3010] predictions:    9530/  10000 (95.30%), best:    9528/10000 (95.28%), error:      1590.77344, best error:      1562.06738 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.2945632935s, input_fired_time: 0.8349909782, output_fired_time: 0.7722284198, propagate_forward_time: 23.7897796631, propagate_backward_time: 35.5457839966, weight_update_time: 0.1108487025, other_time: 2.3517799377
epoch time: 5.2647504807s, input_fired_time: 0.1032522544, output_fired_time: 0.0000000000, propagate_forward_time: 4.7371735573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243245125
validation[          , genome  3010] predictions:    9453/  10000 (94.53%), best:    9528/10000 (95.28%), error:      1813.39014, best error:      1562.06738 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.0937385559s, input_fired_time: 0.8309594989, output_fired_time: 0.7692310810, propagate_forward_time: 23.7179470062, propagate_backward_time: 35.4306602478, weight_update_time: 0.1123277918, other_time: 2.3449440002
epoch time: 5.2500724792s, input_fired_time: 0.1030561551, output_fired_time: 0.0000000000, propagate_forward_time: 4.7235646248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234519005
validation[          , genome  3010] predictions:    9396/  10000 (93.96%), best:    9528/10000 (95.28%), error:      2026.05371, best error:      1562.06738 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.0806617737s, input_fired_time: 0.8250656724, output_fired_time: 0.7687549591, propagate_forward_time: 23.6874637604, propagate_backward_time: 35.4975852966, weight_update_time: 0.1088594347, other_time: 2.3017921448
epoch time: 5.2614269257s, input_fired_time: 0.1035131961, output_fired_time: 0.0000000000, propagate_forward_time: 4.7459268570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119868279
validation[          , genome  3010] predictions:    9516/  10000 (95.16%), best:    9528/10000 (95.28%), error:      1580.62463, best error:      1562.06738 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.9612693787s, input_fired_time: 0.8192785382, output_fired_time: 0.7638549209, propagate_forward_time: 23.6487178802, propagate_backward_time: 35.4536323547, weight_update_time: 0.1087137908, other_time: 2.2757835388
epoch time: 5.2439017296s, input_fired_time: 0.1022706181, output_fired_time: 0.0000000000, propagate_forward_time: 4.7278494835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137816429
validation[          , genome  3010] predictions:    9478/  10000 (94.78%), best:    9528/10000 (95.28%), error:      1753.47400, best error:      1562.06738 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.9962844849s, input_fired_time: 0.8272916675, output_fired_time: 0.7745136023, propagate_forward_time: 23.7191314697, propagate_backward_time: 35.3965301514, weight_update_time: 0.1090435088, other_time: 2.2788162231
epoch time: 5.2596044540s, input_fired_time: 0.1026943624, output_fired_time: 0.0000000000, propagate_forward_time: 4.7444496155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124603271
validation[          , genome  3010] predictions:    9464/  10000 (94.64%), best:    9528/10000 (95.28%), error:      1745.10693, best error:      1562.06738 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.9511146545s, input_fired_time: 0.8252182603, output_fired_time: 0.7719963789, propagate_forward_time: 23.7127304077, propagate_backward_time: 35.3688888550, weight_update_time: 0.1083309650, other_time: 2.2722816467
epoch time: 5.2172040939s, input_fired_time: 0.1020122096, output_fired_time: 0.0000000000, propagate_forward_time: 4.7010869980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141049385
validation[          , genome  3010] predictions:    9514/  10000 (95.14%), best:    9528/10000 (95.28%), error:      1594.33362, best error:      1562.06738 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.8114089966s, input_fired_time: 0.8274438977, output_fired_time: 0.7612796426, propagate_forward_time: 23.5307579041, propagate_backward_time: 35.3492355347, weight_update_time: 0.1084003672, other_time: 2.3426933289
epoch time: 5.2524895668s, input_fired_time: 0.1047254130, output_fired_time: 0.0000000000, propagate_forward_time: 4.7280826569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196815491
validation[          , genome  3010] predictions:    9525/  10000 (95.25%), best:    9525/10000 (95.25%), error:      1546.03674, best error:      1546.03674 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.9797973633s, input_fired_time: 0.8301455975, output_fired_time: 0.7729932666, propagate_forward_time: 23.7532405853, propagate_backward_time: 35.3431015015, weight_update_time: 0.1084092110, other_time: 2.2803115845
epoch time: 5.2520289421s, input_fired_time: 0.1020023301, output_fired_time: 0.0000000000, propagate_forward_time: 4.7380619049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119648933
validation[          , genome  3010] predictions:    9504/  10000 (95.04%), best:    9525/10000 (95.25%), error:      1622.05762, best error:      1546.03674 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.1149787903s, input_fired_time: 0.8287991285, output_fired_time: 0.7699521184, propagate_forward_time: 23.7117633820, propagate_backward_time: 35.4640502930, weight_update_time: 0.1104023382, other_time: 2.3404159546
epoch time: 5.2792639732s, input_fired_time: 0.1038198918, output_fired_time: 0.0000000000, propagate_forward_time: 4.7548637390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205803871
validation[          , genome  3010] predictions:    9482/  10000 (94.82%), best:    9525/10000 (95.25%), error:      1697.78369, best error:      1546.03674 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 62.9475173950s, input_fired_time: 0.8270338774, output_fired_time: 0.7648078799, propagate_forward_time: 23.6528720856, propagate_backward_time: 35.3660240173, weight_update_time: 0.1102085039, other_time: 2.3367805481
epoch time: 5.2567725182s, input_fired_time: 0.1040664464, output_fired_time: 0.0000000000, propagate_forward_time: 4.7317543030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209518433
validation[          , genome  3010] predictions:    9522/  10000 (95.22%), best:    9525/10000 (95.25%), error:      1580.42078, best error:      1546.03674 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.8688850403s, input_fired_time: 0.8261361122, output_fired_time: 0.7675865889, propagate_forward_time: 23.5602092743, propagate_backward_time: 35.4161224365, weight_update_time: 0.1083490476, other_time: 2.2988281250
epoch time: 5.2254109383s, input_fired_time: 0.1025435776, output_fired_time: 0.0000000000, propagate_forward_time: 4.7096724510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131951332
validation[          , genome  3010] predictions:    9422/  10000 (94.22%), best:    9525/10000 (95.25%), error:      1880.65088, best error:      1546.03674 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.0996322632s, input_fired_time: 0.8357776999, output_fired_time: 0.7712744474, propagate_forward_time: 23.7296142578, propagate_backward_time: 35.4203300476, weight_update_time: 0.1105411127, other_time: 2.3426361084
epoch time: 5.2733073235s, input_fired_time: 0.1047203615, output_fired_time: 0.0000000000, propagate_forward_time: 4.7470092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215774536
validation[          , genome  3010] predictions:    9509/  10000 (95.09%), best:    9525/10000 (95.25%), error:      1589.83252, best error:      1546.03674 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.0506401062s, input_fired_time: 0.8315981627, output_fired_time: 0.7661568522, propagate_forward_time: 23.6159496307, propagate_backward_time: 35.4904518127, weight_update_time: 0.1098333150, other_time: 2.3464851379
epoch time: 5.2579665184s, input_fired_time: 0.1054323986, output_fired_time: 0.0000000000, propagate_forward_time: 4.7319450378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205889702
validation[          , genome  3010] predictions:    9521/  10000 (95.21%), best:    9525/10000 (95.25%), error:      1551.28906, best error:      1546.03674 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.9443054199s, input_fired_time: 0.8301978707, output_fired_time: 0.7593156099, propagate_forward_time: 23.5715274811, propagate_backward_time: 35.4395523071, weight_update_time: 0.1090902165, other_time: 2.3437118530
epoch time: 5.2298250198s, input_fired_time: 0.1051568761, output_fired_time: 0.0000000000, propagate_forward_time: 4.7041611671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205069542
validation[          , genome  3010] predictions:    9465/  10000 (94.65%), best:    9525/10000 (95.25%), error:      1765.99036, best error:      1546.03674 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.8724861145s, input_fired_time: 0.8235895038, output_fired_time: 0.7657560110, propagate_forward_time: 23.6392345428, propagate_backward_time: 35.3762283325, weight_update_time: 0.1087082177, other_time: 2.2676773071
epoch time: 5.2443652153s, input_fired_time: 0.1021146774, output_fired_time: 0.0000000000, propagate_forward_time: 4.7295289040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127216339
validation[          , genome  3010] predictions:    9436/  10000 (94.36%), best:    9525/10000 (95.25%), error:      1894.77502, best error:      1546.03674 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.7709846497s, input_fired_time: 0.8296580315, output_fired_time: 0.7570123672, propagate_forward_time: 23.5093116760, propagate_backward_time: 35.3352622986, weight_update_time: 0.1086744964, other_time: 2.3397407532
epoch time: 5.2529177666s, input_fired_time: 0.1049437299, output_fired_time: 0.0000000000, propagate_forward_time: 4.7302432060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177308083
validation[          , genome  3010] predictions:    9472/  10000 (94.72%), best:    9525/10000 (95.25%), error:      1719.01477, best error:      1546.03674 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.9237403870s, input_fired_time: 0.8341508508, output_fired_time: 0.7677837014, propagate_forward_time: 23.6623401642, propagate_backward_time: 35.3208351135, weight_update_time: 0.1110365987, other_time: 2.3386268616
epoch time: 5.2341036797s, input_fired_time: 0.1049932986, output_fired_time: 0.0000000000, propagate_forward_time: 4.7087440491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203662872
validation[          , genome  3010] predictions:    9530/  10000 (95.30%), best:    9525/10000 (95.25%), error:      1581.27942, best error:      1546.03674 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.1907577515s, input_fired_time: 0.8293936849, output_fired_time: 0.7716439962, propagate_forward_time: 23.8249149323, propagate_backward_time: 35.4806671143, weight_update_time: 0.1091059670, other_time: 2.2841339111
epoch time: 5.2809414864s, input_fired_time: 0.1028823256, output_fired_time: 0.0000000000, propagate_forward_time: 4.7644176483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136414528
validation[          , genome  3010] predictions:    9447/  10000 (94.47%), best:    9525/10000 (95.25%), error:      1800.24158, best error:      1546.03674 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.1772270203s, input_fired_time: 0.8347010016, output_fired_time: 0.7698485851, propagate_forward_time: 23.7404041290, propagate_backward_time: 35.4938316345, weight_update_time: 0.1102118194, other_time: 2.3384437561
epoch time: 5.2807507515s, input_fired_time: 0.1046648026, output_fired_time: 0.0000000000, propagate_forward_time: 4.7545170784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215688705
validation[          , genome  3010] predictions:    9535/  10000 (95.35%), best:    9525/10000 (95.25%), error:      1582.29968, best error:      1546.03674 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.1593666077s, input_fired_time: 0.8302750587, output_fired_time: 0.7673885226, propagate_forward_time: 23.7494144440, propagate_backward_time: 35.4998931885, weight_update_time: 0.1095739827, other_time: 2.3123931885
epoch time: 5.2810878754s, input_fired_time: 0.1046750247, output_fired_time: 0.0000000000, propagate_forward_time: 4.7609376907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154753685
validation[          , genome  3010] predictions:    9507/  10000 (95.07%), best:    9525/10000 (95.25%), error:      1584.33496, best error:      1546.03674 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.1032829285s, input_fired_time: 0.8279345036, output_fired_time: 0.7716284394, propagate_forward_time: 23.7488269806, propagate_backward_time: 35.4645652771, weight_update_time: 0.1092648283, other_time: 2.2903251648
epoch time: 5.2621250153s, input_fired_time: 0.1034850180, output_fired_time: 0.0000000000, propagate_forward_time: 4.7447414398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138984680
validation[          , genome  3010] predictions:    9464/  10000 (94.64%), best:    9525/10000 (95.25%), error:      1763.76245, best error:      1546.03674 on epoch:    86, 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: 26.4861507416s, input_fired_time: 0.5207744837, output_fired_time: 0.0000000000, propagate_forward_time: 23.7896595001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1757164001
best training[          , genome  3010] predictions:   48472/  50000 (96.94%), best:    9525/10000 (95.25%), error:      5647.11816, best error:      1546.03674 on epoch:    86, 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: 5.2226605415s, input_fired_time: 0.1013282761, output_fired_time: 0.0000000000, propagate_forward_time: 4.7071633339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141688347
   testing[          , genome  3010] predictions:    9596/  10000 (95.96%), best:    9525/10000 (95.25%), error:      1445.86621, best error:      1546.03674 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:35:42 (2264): called boinc_finish(0)

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