Nameexact_genome_1512568488_42_3726_1
Workunit2589843
Created7 Dec 2017, 6:22:48 UTC
Sent7 Dec 2017, 6:27:01 UTC
Report deadline10 Dec 2017, 15:52:11 UTC
Received7 Dec 2017, 8:30:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 3 min 16 sec
CPU time2 hours 0 min 19 sec
Validate stateValid
Credit848.12
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.54 MB
Peak swap size157.29 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0961659178, output_fired_time: 0.0000000000, propagate_forward_time: 5.2469658852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090303421
validation[          , genome  3726] predictions:    9468/  10000 (94.68%), best:    9638/10000 (96.38%), error:      1823.61389, best error:      1275.16504 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.8341674805s, input_fired_time: 0.7166471481, output_fired_time: 0.7739091516, propagate_forward_time: 23.8740158081, propagate_backward_time: 36.8657646179, weight_update_time: 0.1461512297, other_time: 2.6038322449
epoch time: 5.5139932632s, input_fired_time: 0.0897168815, output_fired_time: 0.0000000000, propagate_forward_time: 4.9574384689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668378830
validation[          , genome  3726] predictions:    9557/  10000 (95.57%), best:    9638/10000 (96.38%), error:      1502.63354, best error:      1275.16504 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.6879577637s, input_fired_time: 0.7277672887, output_fired_time: 0.7740316987, propagate_forward_time: 24.4093818665, propagate_backward_time: 37.1123161316, weight_update_time: 0.1482682228, other_time: 2.6644592285
epoch time: 5.1151862144s, input_fired_time: 0.0887175128, output_fired_time: 0.0000000000, propagate_forward_time: 4.4860324860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404362679
validation[          , genome  3726] predictions:    9577/  10000 (95.77%), best:    9638/10000 (96.38%), error:      1466.57935, best error:      1275.16504 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.4943466187s, input_fired_time: 0.7369189262, output_fired_time: 0.7931705713, propagate_forward_time: 24.5547809601, propagate_backward_time: 37.6972351074, weight_update_time: 0.1503056586, other_time: 2.7122497559
epoch time: 5.5115633011s, input_fired_time: 0.0900422558, output_fired_time: 0.0000000000, propagate_forward_time: 4.9413518906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801692963
validation[          , genome  3726] predictions:    9589/  10000 (95.89%), best:    9638/10000 (96.38%), error:      1416.88257, best error:      1275.16504 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.5213012695s, input_fired_time: 0.7276162505, output_fired_time: 0.7760174274, propagate_forward_time: 24.3104972839, propagate_backward_time: 37.0353469849, weight_update_time: 0.1497616023, other_time: 2.6718254089
epoch time: 5.3345775604s, input_fired_time: 0.0883716196, output_fired_time: 0.0000000000, propagate_forward_time: 4.7708501816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753556252
validation[          , genome  3726] predictions:    9497/  10000 (94.97%), best:    9638/10000 (96.38%), error:      1685.82520, best error:      1275.16504 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.3220367432s, input_fired_time: 0.7327754498, output_fired_time: 0.7824440002, propagate_forward_time: 24.6573886871, propagate_backward_time: 37.5077362061, weight_update_time: 0.1502771527, other_time: 2.6417007446
epoch time: 5.3623914719s, input_fired_time: 0.0872218534, output_fired_time: 0.0000000000, propagate_forward_time: 4.8290529251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461169243
validation[          , genome  3726] predictions:    9576/  10000 (95.76%), best:    9638/10000 (96.38%), error:      1385.76428, best error:      1275.16504 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.3462448120s, input_fired_time: 0.7149489522, output_fired_time: 0.7780107260, propagate_forward_time: 23.5373344421, propagate_backward_time: 36.6638412476, weight_update_time: 0.1490000784, other_time: 2.6521072388
epoch time: 5.5471796989s, input_fired_time: 0.0920783803, output_fired_time: 0.0000000000, propagate_forward_time: 4.9870405197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680609703
validation[          , genome  3726] predictions:    9584/  10000 (95.84%), best:    9638/10000 (96.38%), error:      1394.32019, best error:      1275.16504 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.4079284668s, input_fired_time: 0.7327838540, output_fired_time: 0.7848551273, propagate_forward_time: 24.6913337708, propagate_backward_time: 37.5216522217, weight_update_time: 0.1505306065, other_time: 2.6773033142
epoch time: 5.2701444626s, input_fired_time: 0.0880846456, output_fired_time: 0.0000000000, propagate_forward_time: 4.7144570351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676027298
validation[          , genome  3726] predictions:    9575/  10000 (95.75%), best:    9638/10000 (96.38%), error:      1417.85510, best error:      1275.16504 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.1398315430s, input_fired_time: 0.7166790366, output_fired_time: 0.7733333707, propagate_forward_time: 23.3240909576, propagate_backward_time: 36.5883216858, weight_update_time: 0.1476003528, other_time: 2.7374076843
epoch time: 5.6326780319s, input_fired_time: 0.0934428051, output_fired_time: 0.0000000000, propagate_forward_time: 5.0456957817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935393333
validation[          , genome  3726] predictions:    9584/  10000 (95.84%), best:    9638/10000 (96.38%), error:      1413.54614, best error:      1275.16504 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.8037567139s, input_fired_time: 0.7270180583, output_fired_time: 0.7749078274, propagate_forward_time: 24.5236492157, propagate_backward_time: 37.1600303650, weight_update_time: 0.1458932459, other_time: 2.6181449890
epoch time: 5.5408301353s, input_fired_time: 0.0894271806, output_fired_time: 0.0000000000, propagate_forward_time: 4.9954719543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559311867
validation[          , genome  3726] predictions:    9544/  10000 (95.44%), best:    9638/10000 (96.38%), error:      1533.26038, best error:      1275.16504 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.0409011841s, input_fired_time: 0.7217763066, output_fired_time: 0.7722916007, propagate_forward_time: 23.9586009979, propagate_backward_time: 36.8558273315, weight_update_time: 0.1470451504, other_time: 2.7323989868
epoch time: 5.3306813240s, input_fired_time: 0.0877248570, output_fired_time: 0.0000000000, propagate_forward_time: 4.7902054787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527511597
validation[          , genome  3726] predictions:    9602/  10000 (96.02%), best:    9638/10000 (96.38%), error:      1296.25208, best error:      1275.16504 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.6783599854s, input_fired_time: 0.7313662767, output_fired_time: 0.7776754498, propagate_forward_time: 24.2627029419, propagate_backward_time: 37.2053413391, weight_update_time: 0.1505129188, other_time: 2.7012748718
epoch time: 5.4958100319s, input_fired_time: 0.0902372822, output_fired_time: 0.0000000000, propagate_forward_time: 4.9309825897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745903015
validation[          , genome  3726] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1273.11206, best error:      1273.11206 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.7959213257s, input_fired_time: 0.7192487121, output_fired_time: 0.7701390386, propagate_forward_time: 23.9054718018, propagate_backward_time: 36.7934570313, weight_update_time: 0.1478297561, other_time: 2.6076087952
epoch time: 5.4256782532s, input_fired_time: 0.0886876360, output_fired_time: 0.0000000000, propagate_forward_time: 4.8790388107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579520226
validation[          , genome  3726] predictions:    9605/  10000 (96.05%), best:    9613/10000 (96.13%), error:      1307.97766, best error:      1273.11206 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.7491912842s, input_fired_time: 0.7276019454, output_fired_time: 0.7769430876, propagate_forward_time: 24.4601879120, propagate_backward_time: 37.2034759521, weight_update_time: 0.1460926980, other_time: 2.5809860229
epoch time: 5.4251422882s, input_fired_time: 0.0901127905, output_fired_time: 0.0000000000, propagate_forward_time: 4.8784103394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566192627
validation[          , genome  3726] predictions:    9608/  10000 (96.08%), best:    9613/10000 (96.13%), error:      1275.45496, best error:      1273.11206 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.2298049927s, input_fired_time: 0.7260738611, output_fired_time: 0.7738493085, propagate_forward_time: 23.9713973999, propagate_backward_time: 37.0110588074, weight_update_time: 0.1486621201, other_time: 2.7474250793
epoch time: 5.3860282898s, input_fired_time: 0.0892035589, output_fired_time: 0.0000000000, propagate_forward_time: 4.8418750763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549498558
validation[          , genome  3726] predictions:    9586/  10000 (95.86%), best:    9613/10000 (96.13%), error:      1314.67078, best error:      1273.11206 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.1070327759s, input_fired_time: 0.7343702912, output_fired_time: 0.7849656343, propagate_forward_time: 24.5566329956, propagate_backward_time: 37.3691482544, weight_update_time: 0.1521084309, other_time: 2.6619186401
epoch time: 5.4342632294s, input_fired_time: 0.0891263783, output_fired_time: 0.0000000000, propagate_forward_time: 4.8749628067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701738358
validation[          , genome  3726] predictions:    9579/  10000 (95.79%), best:    9613/10000 (96.13%), error:      1357.21802, best error:      1273.11206 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 66.0414199829s, input_fired_time: 0.7363170981, output_fired_time: 0.7826141119, propagate_forward_time: 24.4924316406, propagate_backward_time: 37.3494110107, weight_update_time: 0.1513746530, other_time: 2.6806411743
epoch time: 5.4269766808s, input_fired_time: 0.0888679326, output_fired_time: 0.0000000000, propagate_forward_time: 4.8816666603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564418793
validation[          , genome  3726] predictions:    9596/  10000 (95.96%), best:    9613/10000 (96.13%), error:      1285.05627, best error:      1273.11206 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.7178497314s, input_fired_time: 0.7256874442, output_fired_time: 0.7821557522, propagate_forward_time: 24.3071651459, propagate_backward_time: 37.2366065979, weight_update_time: 0.1498647779, other_time: 2.6662330627
epoch time: 5.4627232552s, input_fired_time: 0.0899061486, output_fired_time: 0.0000000000, propagate_forward_time: 4.9050221443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677948952
validation[          , genome  3726] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1234.50806, best error:      1234.50806 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.2724227905s, input_fired_time: 0.7288848162, output_fired_time: 0.7815734148, propagate_forward_time: 24.0221481323, propagate_backward_time: 37.1105232239, weight_update_time: 0.1474744380, other_time: 2.6292953491
epoch time: 5.4108295441s, input_fired_time: 0.0888849199, output_fired_time: 0.0000000000, propagate_forward_time: 4.8600950241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618496895
validation[          , genome  3726] predictions:    9620/  10000 (96.20%), best:    9627/10000 (96.27%), error:      1281.41382, best error:      1234.50806 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.8700256348s, input_fired_time: 0.7314981222, output_fired_time: 0.7799934745, propagate_forward_time: 24.3792419434, propagate_backward_time: 37.3730926514, weight_update_time: 0.1466617435, other_time: 2.6062011719
epoch time: 5.3461523056s, input_fired_time: 0.0876967609, output_fired_time: 0.0000000000, propagate_forward_time: 4.7955460548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629096985
validation[          , genome  3726] predictions:    9592/  10000 (95.92%), best:    9627/10000 (96.27%), error:      1317.04260, best error:      1234.50806 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.1828765869s, input_fired_time: 0.7324377298, output_fired_time: 0.7894212604, propagate_forward_time: 24.6267566681, propagate_backward_time: 37.3993301392, weight_update_time: 0.1496009678, other_time: 2.6349334717
epoch time: 5.5563783646s, input_fired_time: 0.0926113129, output_fired_time: 0.0000000000, propagate_forward_time: 4.9832601547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805068970
validation[          , genome  3726] predictions:    9605/  10000 (96.05%), best:    9627/10000 (96.27%), error:      1297.21594, best error:      1234.50806 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.4726181030s, input_fired_time: 0.7385868430, output_fired_time: 0.7882691026, propagate_forward_time: 24.7019252777, propagate_backward_time: 37.6342201233, weight_update_time: 0.1468569040, other_time: 2.6096153259
epoch time: 5.4786520004s, input_fired_time: 0.0917900652, output_fired_time: 0.0000000000, propagate_forward_time: 4.9233713150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634904861
validation[          , genome  3726] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1217.69116, best error:      1217.69116 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.8375244141s, input_fired_time: 0.7364261150, output_fired_time: 0.7768493295, propagate_forward_time: 24.4391593933, propagate_backward_time: 37.2574005127, weight_update_time: 0.1464854032, other_time: 2.6276893616
epoch time: 5.4191265106s, input_fired_time: 0.0900582746, output_fired_time: 0.0000000000, propagate_forward_time: 4.8683423996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607257843
validation[          , genome  3726] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1207.81787, best error:      1207.81787 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 66.2103347778s, input_fired_time: 0.7296925187, output_fired_time: 0.7810819149, propagate_forward_time: 24.7148380280, propagate_backward_time: 37.3945541382, weight_update_time: 0.1498731971, other_time: 2.5901718140
epoch time: 5.4612231255s, input_fired_time: 0.0918307006, output_fired_time: 0.0000000000, propagate_forward_time: 4.8967695236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726228714
validation[          , genome  3726] predictions:    9610/  10000 (96.10%), best:    9630/10000 (96.30%), error:      1273.44385, best error:      1207.81787 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.6751861572s, input_fired_time: 0.7314387560, output_fired_time: 0.7769600749, propagate_forward_time: 24.5179538727, propagate_backward_time: 37.0644645691, weight_update_time: 0.1458410025, other_time: 2.5843696594
epoch time: 5.4961791039s, input_fired_time: 0.0906711072, output_fired_time: 0.0000000000, propagate_forward_time: 4.9281773567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773306847
validation[          , genome  3726] predictions:    9606/  10000 (96.06%), best:    9630/10000 (96.30%), error:      1270.00549, best error:      1207.81787 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 66.3955535889s, input_fired_time: 0.7372103333, output_fired_time: 0.7845050097, propagate_forward_time: 24.6875877380, propagate_backward_time: 37.4943695068, weight_update_time: 0.1526896358, other_time: 2.6918754578
epoch time: 5.4826393127s, input_fired_time: 0.0900110006, output_fired_time: 0.0000000000, propagate_forward_time: 4.9335246086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591035843
validation[          , genome  3726] predictions:    9612/  10000 (96.12%), best:    9630/10000 (96.30%), error:      1271.29797, best error:      1207.81787 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.7224578857s, input_fired_time: 0.7250466943, output_fired_time: 0.7750681639, propagate_forward_time: 23.7217063904, propagate_backward_time: 36.8221168518, weight_update_time: 0.1465313882, other_time: 2.6785202026
epoch time: 5.0307936668s, input_fired_time: 0.0874472037, output_fired_time: 0.0000000000, propagate_forward_time: 4.4686794281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746670723
validation[          , genome  3726] predictions:    9578/  10000 (95.78%), best:    9630/10000 (96.30%), error:      1351.53809, best error:      1207.81787 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.7294235229s, input_fired_time: 0.7414111495, output_fired_time: 0.7842276692, propagate_forward_time: 24.0937671661, propagate_backward_time: 37.2174873352, weight_update_time: 0.1533715725, other_time: 2.8925361633
epoch time: 5.5726776123s, input_fired_time: 0.0930665731, output_fired_time: 0.0000000000, propagate_forward_time: 5.0006632805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789476395
validation[          , genome  3726] predictions:    9597/  10000 (95.97%), best:    9630/10000 (96.30%), error:      1380.52625, best error:      1207.81787 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.7630615234s, input_fired_time: 0.7278228998, output_fired_time: 0.7750498652, propagate_forward_time: 24.3481731415, propagate_backward_time: 37.3412780762, weight_update_time: 0.1467117667, other_time: 2.5707397461
epoch time: 5.4688296318s, input_fired_time: 0.0901015997, output_fired_time: 0.0000000000, propagate_forward_time: 4.9181008339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606270790
validation[          , genome  3726] predictions:    9606/  10000 (96.06%), best:    9630/10000 (96.30%), error:      1303.55383, best error:      1207.81787 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.8522796631s, input_fired_time: 0.7326846123, output_fired_time: 0.7811649442, propagate_forward_time: 24.4497642517, propagate_backward_time: 37.2857246399, weight_update_time: 0.1470134407, other_time: 2.6029434204
epoch time: 5.4850707054s, input_fired_time: 0.0924497694, output_fired_time: 0.0000000000, propagate_forward_time: 4.9155983925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770226479
validation[          , genome  3726] predictions:    9589/  10000 (95.89%), best:    9630/10000 (96.30%), error:      1328.42188, best error:      1207.81787 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.9475097656s, input_fired_time: 0.7414374948, output_fired_time: 0.7833485603, propagate_forward_time: 24.4462547302, propagate_backward_time: 37.2831497192, weight_update_time: 0.1527146399, other_time: 2.6933174133
epoch time: 5.5174856186s, input_fired_time: 0.0920253024, output_fired_time: 0.0000000000, propagate_forward_time: 4.9497728348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756875038
validation[          , genome  3726] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1190.75122, best error:      1190.75122 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.3419036865s, input_fired_time: 0.7343815565, output_fired_time: 0.7828394771, propagate_forward_time: 24.7515544891, propagate_backward_time: 37.4654960632, weight_update_time: 0.1480963081, other_time: 2.6076316833
epoch time: 5.3586621284s, input_fired_time: 0.0880381912, output_fired_time: 0.0000000000, propagate_forward_time: 4.8125891685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580349922
validation[          , genome  3726] predictions:    9441/  10000 (94.41%), best:    9644/10000 (96.44%), error:      1860.18726, best error:      1190.75122 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.6461639404s, input_fired_time: 0.7369605303, output_fired_time: 0.7768662572, propagate_forward_time: 24.3235511780, propagate_backward_time: 37.1507720947, weight_update_time: 0.1497659832, other_time: 2.6580162048
epoch time: 5.4700098038s, input_fired_time: 0.0915963724, output_fired_time: 0.0000000000, propagate_forward_time: 4.9160084724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624047279
validation[          , genome  3726] predictions:    9586/  10000 (95.86%), best:    9644/10000 (96.44%), error:      1310.08667, best error:      1190.75122 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 66.3322143555s, input_fired_time: 0.7316165566, output_fired_time: 0.7795972228, propagate_forward_time: 24.7134628296, propagate_backward_time: 37.5243873596, weight_update_time: 0.1474478096, other_time: 2.5831565857
epoch time: 5.8556218147s, input_fired_time: 0.1032813266, output_fired_time: 0.0000000000, propagate_forward_time: 5.2458567619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064835548
validation[          , genome  3726] predictions:    9628/  10000 (96.28%), best:    9644/10000 (96.44%), error:      1266.10669, best error:      1190.75122 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.0477142334s, input_fired_time: 0.7374119759, output_fired_time: 0.7847498059, propagate_forward_time: 24.5819454193, propagate_backward_time: 37.3216476440, weight_update_time: 0.1491756588, other_time: 2.6219558716
epoch time: 5.4777092934s, input_fired_time: 0.0940225795, output_fired_time: 0.0000000000, propagate_forward_time: 4.9065361023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771504402
validation[          , genome  3726] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1219.73804, best error:      1190.75122 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 66.1663513184s, input_fired_time: 0.7481800914, output_fired_time: 0.7791519165, propagate_forward_time: 24.5604572296, propagate_backward_time: 37.3962516785, weight_update_time: 0.1501897871, other_time: 2.6823158264
epoch time: 5.5389733315s, input_fired_time: 0.0909683630, output_fired_time: 0.0000000000, propagate_forward_time: 4.9920253754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559798241
validation[          , genome  3726] predictions:    9573/  10000 (95.73%), best:    9644/10000 (96.44%), error:      1422.03406, best error:      1190.75122 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.5016250610s, input_fired_time: 0.7259423733, output_fired_time: 0.7775255442, propagate_forward_time: 24.2490882874, propagate_backward_time: 37.1520957947, weight_update_time: 0.1456508487, other_time: 2.5969696045
epoch time: 5.0992503166s, input_fired_time: 0.0889960006, output_fired_time: 0.0000000000, propagate_forward_time: 4.5536680222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565863609
validation[          , genome  3726] predictions:    9620/  10000 (96.20%), best:    9644/10000 (96.44%), error:      1200.16223, best error:      1190.75122 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 65.8731307983s, input_fired_time: 0.7319146395, output_fired_time: 0.7801575065, propagate_forward_time: 24.5461406708, propagate_backward_time: 37.2629776001, weight_update_time: 0.1459253877, other_time: 2.5519332886
epoch time: 5.5182924271s, input_fired_time: 0.0906590596, output_fired_time: 0.0000000000, propagate_forward_time: 4.9714317322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562015533
validation[          , genome  3726] predictions:    9633/  10000 (96.33%), best:    9644/10000 (96.44%), error:      1223.12598, best error:      1190.75122 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.0587921143s, input_fired_time: 0.7362086773, output_fired_time: 0.7788875699, propagate_forward_time: 24.5532112122, propagate_backward_time: 37.3619079590, weight_update_time: 0.1497436464, other_time: 2.6285820007
epoch time: 5.1063399315s, input_fired_time: 0.0871285573, output_fired_time: 0.0000000000, propagate_forward_time: 4.5681071281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511041641
validation[          , genome  3726] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1178.73108, best error:      1178.73108 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.9978027344s, input_fired_time: 0.7374197841, output_fired_time: 0.7813733816, propagate_forward_time: 24.5497608185, propagate_backward_time: 37.2692260742, weight_update_time: 0.1495278031, other_time: 2.6600265503
epoch time: 5.4763021469s, input_fired_time: 0.0917624012, output_fired_time: 0.0000000000, propagate_forward_time: 4.9204797745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640598297
validation[          , genome  3726] predictions:    9642/  10000 (96.42%), best:    9638/10000 (96.38%), error:      1224.07581, best error:      1178.73108 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.1241149902s, input_fired_time: 0.7333424687, output_fired_time: 0.7814493179, propagate_forward_time: 24.5931529999, propagate_backward_time: 37.4540252686, weight_update_time: 0.1471723616, other_time: 2.5621414185
epoch time: 5.5686779022s, input_fired_time: 0.0933651179, output_fired_time: 0.0000000000, propagate_forward_time: 5.0039219856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713907242
validation[          , genome  3726] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1158.88367, best error:      1158.88367 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 66.3742523193s, input_fired_time: 0.7509020567, output_fired_time: 0.7850965261, propagate_forward_time: 24.5787391663, propagate_backward_time: 37.5845069885, weight_update_time: 0.1506615132, other_time: 2.6750106812
epoch time: 5.5950837135s, input_fired_time: 0.0967448205, output_fired_time: 0.0000000000, propagate_forward_time: 5.0088758469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894628525
validation[          , genome  3726] predictions:    9626/  10000 (96.26%), best:    9651/10000 (96.51%), error:      1184.69238, best error:      1158.88367 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.2153091431s, input_fired_time: 0.7407292128, output_fired_time: 0.7808286548, propagate_forward_time: 24.0367107391, propagate_backward_time: 36.9327774048, weight_update_time: 0.1490027755, other_time: 2.7242584229
epoch time: 5.6665253639s, input_fired_time: 0.0959882811, output_fired_time: 0.0000000000, propagate_forward_time: 5.0775527954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929842949
validation[          , genome  3726] predictions:    9614/  10000 (96.14%), best:    9651/10000 (96.51%), error:      1227.81079, best error:      1158.88367 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.8163604736s, input_fired_time: 0.7386591434, output_fired_time: 0.7764548063, propagate_forward_time: 24.4054965973, propagate_backward_time: 37.2047195435, weight_update_time: 0.1514679790, other_time: 2.6910324097
epoch time: 5.6229414940s, input_fired_time: 0.0970666036, output_fired_time: 0.0000000000, propagate_forward_time: 5.0284838676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973912239
validation[          , genome  3726] predictions:    9603/  10000 (96.03%), best:    9651/10000 (96.51%), error:      1286.41028, best error:      1158.88367 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 66.4187240601s, input_fired_time: 0.7372362018, output_fired_time: 0.7849041820, propagate_forward_time: 24.7132167816, propagate_backward_time: 37.5610542297, weight_update_time: 0.1485824734, other_time: 2.6223106384
epoch time: 5.5253248215s, input_fired_time: 0.0908170640, output_fired_time: 0.0000000000, propagate_forward_time: 4.9800281525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544796944
validation[          , genome  3726] predictions:    9648/  10000 (96.48%), best:    9651/10000 (96.51%), error:      1216.84033, best error:      1158.88367 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.0695724487s, input_fired_time: 0.7357287407, output_fired_time: 0.7781328559, propagate_forward_time: 24.5488281250, propagate_backward_time: 37.4113121033, weight_update_time: 0.1482667327, other_time: 2.5955772400
epoch time: 5.4776391983s, input_fired_time: 0.0924059823, output_fired_time: 0.0000000000, propagate_forward_time: 4.9095525742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756808281
validation[          , genome  3726] predictions:    9631/  10000 (96.31%), best:    9651/10000 (96.51%), error:      1201.40344, best error:      1158.88367 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.0655288696s, input_fired_time: 0.7252419591, output_fired_time: 0.7720049620, propagate_forward_time: 23.4468231201, propagate_backward_time: 36.5235061646, weight_update_time: 0.1440237314, other_time: 2.5979537964
epoch time: 5.4317789078s, input_fired_time: 0.0908040851, output_fired_time: 0.0000000000, propagate_forward_time: 4.8861355782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548392296
validation[          , genome  3726] predictions:    9629/  10000 (96.29%), best:    9651/10000 (96.51%), error:      1225.87878, best error:      1158.88367 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.8664627075s, input_fired_time: 0.7343835235, output_fired_time: 0.7695817947, propagate_forward_time: 23.9386310577, propagate_backward_time: 36.7557983398, weight_update_time: 0.1478795260, other_time: 2.6680679321
epoch time: 5.4969997406s, input_fired_time: 0.0914347693, output_fired_time: 0.0000000000, propagate_forward_time: 4.9472265244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583382607
validation[          , genome  3726] predictions:    9616/  10000 (96.16%), best:    9651/10000 (96.51%), error:      1224.50757, best error:      1158.88367 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.8179321289s, input_fired_time: 0.7284493446, output_fired_time: 0.7734341025, propagate_forward_time: 24.0068359375, propagate_backward_time: 36.7249908447, weight_update_time: 0.1459084004, other_time: 2.5842247009
epoch time: 5.4245691299s, input_fired_time: 0.0922926068, output_fired_time: 0.0000000000, propagate_forward_time: 4.8659920692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662842751
validation[          , genome  3726] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1158.04480, best error:      1158.04480 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.5198593140s, input_fired_time: 0.7303542495, output_fired_time: 0.7752746940, propagate_forward_time: 24.2578830719, propagate_backward_time: 37.1714668274, weight_update_time: 0.1474865228, other_time: 2.5848808289
epoch time: 5.4787278175s, input_fired_time: 0.0920882002, output_fired_time: 0.0000000000, propagate_forward_time: 4.9311141968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555253983
validation[          , genome  3726] predictions:    9624/  10000 (96.24%), best:    9643/10000 (96.43%), error:      1169.29126, best error:      1158.04480 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.9307250977s, input_fired_time: 0.7416582704, output_fired_time: 0.7801146507, propagate_forward_time: 24.4297103882, propagate_backward_time: 37.2742080688, weight_update_time: 0.1516174972, other_time: 2.7050323486
epoch time: 5.7532081604s, input_fired_time: 0.1001713350, output_fired_time: 0.0000000000, propagate_forward_time: 5.1454777718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075588226
validation[          , genome  3726] predictions:    9640/  10000 (96.40%), best:    9643/10000 (96.43%), error:      1166.44910, best error:      1158.04480 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 66.6444625854s, input_fired_time: 0.7433159351, output_fired_time: 0.7874261737, propagate_forward_time: 24.8289775848, propagate_backward_time: 37.6577529907, weight_update_time: 0.1475657076, other_time: 2.6269836426
epoch time: 5.5783758163s, input_fired_time: 0.0929924771, output_fired_time: 0.0000000000, propagate_forward_time: 5.0055179596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798655510
validation[          , genome  3726] predictions:    9642/  10000 (96.42%), best:    9643/10000 (96.43%), error:      1176.87915, best error:      1158.04480 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.7242813110s, input_fired_time: 0.7558517456, output_fired_time: 0.7881290913, propagate_forward_time: 24.8557243347, propagate_backward_time: 37.5992279053, weight_update_time: 0.1521241069, other_time: 2.7253456116
epoch time: 5.4008383751s, input_fired_time: 0.0926947594, output_fired_time: 0.0000000000, propagate_forward_time: 4.8468403816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613032341
validation[          , genome  3726] predictions:    9602/  10000 (96.02%), best:    9643/10000 (96.43%), error:      1267.54309, best error:      1158.04480 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 65.2361755371s, input_fired_time: 0.7301808596, output_fired_time: 0.7725971937, propagate_forward_time: 24.0468215942, propagate_backward_time: 37.0552062988, weight_update_time: 0.1478486210, other_time: 2.6313705444
epoch time: 5.6330809593s, input_fired_time: 0.0954049230, output_fired_time: 0.0000000000, propagate_forward_time: 5.0567355156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809403419
validation[          , genome  3726] predictions:    9624/  10000 (96.24%), best:    9643/10000 (96.43%), error:      1215.23889, best error:      1158.04480 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.8234786987s, input_fired_time: 0.7558100224, output_fired_time: 0.7899234891, propagate_forward_time: 24.8590869904, propagate_backward_time: 37.7514228821, weight_update_time: 0.1506403685, other_time: 2.6672325134
epoch time: 5.0380468369s, input_fired_time: 0.0894763023, output_fired_time: 0.0000000000, propagate_forward_time: 4.4781756401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703950882
validation[          , genome  3726] predictions:    9629/  10000 (96.29%), best:    9643/10000 (96.43%), error:      1180.68347, best error:      1158.04480 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.7636871338s, input_fired_time: 0.7392902374, output_fired_time: 0.7790492177, propagate_forward_time: 24.3134841919, propagate_backward_time: 37.2941169739, weight_update_time: 0.1480806470, other_time: 2.6377449036
epoch time: 5.3623533249s, input_fired_time: 0.0934562311, output_fired_time: 0.0000000000, propagate_forward_time: 4.8126330376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562640190
validation[          , genome  3726] predictions:    9636/  10000 (96.36%), best:    9643/10000 (96.43%), error:      1213.35950, best error:      1158.04480 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.8119506836s, input_fired_time: 0.7387717962, output_fired_time: 0.7751225233, propagate_forward_time: 24.4568576813, propagate_backward_time: 37.2859001160, weight_update_time: 0.1460765600, other_time: 2.5553016663
epoch time: 4.7434120178s, input_fired_time: 0.0881952867, output_fired_time: 0.0000000000, propagate_forward_time: 4.1861996651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690170288
validation[          , genome  3726] predictions:    9623/  10000 (96.23%), best:    9643/10000 (96.43%), error:      1237.00647, best error:      1158.04480 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.3213424683s, input_fired_time: 0.7517571449, output_fired_time: 0.7850090265, propagate_forward_time: 24.6884098053, propagate_backward_time: 37.4688911438, weight_update_time: 0.1490908563, other_time: 2.6272773743
epoch time: 5.2372260094s, input_fired_time: 0.0891611800, output_fired_time: 0.0000000000, propagate_forward_time: 4.6867351532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613294601
validation[          , genome  3726] predictions:    9613/  10000 (96.13%), best:    9643/10000 (96.43%), error:      1266.17554, best error:      1158.04480 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.3386611938s, input_fired_time: 0.7351984382, output_fired_time: 0.7787756920, propagate_forward_time: 24.0908145905, propagate_backward_time: 37.0452728271, weight_update_time: 0.1482208222, other_time: 2.6885986328
epoch time: 5.5494346619s, input_fired_time: 0.0937093124, output_fired_time: 0.0000000000, propagate_forward_time: 4.9786453247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770798683
validation[          , genome  3726] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1138.05933, best error:      1138.05933 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 66.1376876831s, input_fired_time: 0.7414448261, output_fired_time: 0.7803556919, propagate_forward_time: 24.6359844208, propagate_backward_time: 37.3969230652, weight_update_time: 0.1489493251, other_time: 2.5829734802
epoch time: 5.3355913162s, input_fired_time: 0.0924314782, output_fired_time: 0.0000000000, propagate_forward_time: 4.7671370506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760227203
validation[          , genome  3726] predictions:    9632/  10000 (96.32%), best:    9648/10000 (96.48%), error:      1169.15759, best error:      1138.05933 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.6351165771s, input_fired_time: 0.7452165484, output_fired_time: 0.7871267200, propagate_forward_time: 24.8172855377, propagate_backward_time: 37.6333465576, weight_update_time: 0.1500236839, other_time: 2.6521453857
epoch time: 5.7555356026s, input_fired_time: 0.0975848064, output_fired_time: 0.0000000000, propagate_forward_time: 5.1672410965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907097816
validation[          , genome  3726] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1135.15552, best error:      1135.15552 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.7498168945s, input_fired_time: 0.7442445755, output_fired_time: 0.7730889916, propagate_forward_time: 23.7979793549, propagate_backward_time: 36.6679534912, weight_update_time: 0.1477048248, other_time: 2.7665481567
epoch time: 5.5065808296s, input_fired_time: 0.0926921144, output_fired_time: 0.0000000000, propagate_forward_time: 4.9497117996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641771317
validation[          , genome  3726] predictions:    9630/  10000 (96.30%), best:    9636/10000 (96.36%), error:      1190.14343, best error:      1135.15552 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 65.6053314209s, input_fired_time: 0.7399962544, output_fired_time: 0.7788115144, propagate_forward_time: 24.3350009918, propagate_backward_time: 37.1461257935, weight_update_time: 0.1497969329, other_time: 2.6054000854
epoch time: 5.5067448616s, input_fired_time: 0.0919659063, output_fired_time: 0.0000000000, propagate_forward_time: 4.9426016808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721775055
validation[          , genome  3726] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1118.68970, best error:      1118.68970 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.7713699341s, input_fired_time: 0.7452828884, output_fired_time: 0.7754309177, propagate_forward_time: 24.4340496063, propagate_backward_time: 37.1918334961, weight_update_time: 0.1490978897, other_time: 2.6247711182
epoch time: 5.8463516235s, input_fired_time: 0.1009702384, output_fired_time: 0.0000000000, propagate_forward_time: 5.2409496307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044317245
validation[          , genome  3726] predictions:    9636/  10000 (96.36%), best:    9670/10000 (96.70%), error:      1210.46558, best error:      1118.68970 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 66.5679626465s, input_fired_time: 0.7484459281, output_fired_time: 0.7891874313, propagate_forward_time: 24.7633075714, propagate_backward_time: 37.6178474426, weight_update_time: 0.1500249207, other_time: 2.6491813660
epoch time: 5.2721786499s, input_fired_time: 0.0934213996, output_fired_time: 0.0000000000, propagate_forward_time: 4.6975922585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811649323
validation[          , genome  3726] predictions:    9599/  10000 (95.99%), best:    9670/10000 (96.70%), error:      1222.82947, best error:      1118.68970 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.3061218262s, input_fired_time: 0.7292087078, output_fired_time: 0.7715396881, propagate_forward_time: 22.8479270935, propagate_backward_time: 36.2753257751, weight_update_time: 0.1452440321, other_time: 2.6821212769
epoch time: 5.6701369286s, input_fired_time: 0.0962016210, output_fired_time: 0.0000000000, propagate_forward_time: 5.0799407959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939947128
validation[          , genome  3726] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1116.58972, best error:      1116.58972 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.7792205811s, input_fired_time: 0.7432587743, output_fired_time: 0.7786454558, propagate_forward_time: 24.3191928864, propagate_backward_time: 37.2884750366, weight_update_time: 0.1496977061, other_time: 2.6496505737
epoch time: 5.4709486961s, input_fired_time: 0.0938351229, output_fired_time: 0.0000000000, propagate_forward_time: 4.9207959175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563174248
validation[          , genome  3726] predictions:    9649/  10000 (96.49%), best:    9654/10000 (96.54%), error:      1147.81921, best error:      1116.58972 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.3944854736s, input_fired_time: 0.7519453168, output_fired_time: 0.7842040658, propagate_forward_time: 24.0102729797, propagate_backward_time: 37.0991935730, weight_update_time: 0.1500526071, other_time: 2.7488708496
epoch time: 5.8705301285s, input_fired_time: 0.1008555591, output_fired_time: 0.0000000000, propagate_forward_time: 5.2613234520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083513260
validation[          , genome  3726] predictions:    9572/  10000 (95.72%), best:    9654/10000 (96.54%), error:      1457.49585, best error:      1116.58972 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 66.2574005127s, input_fired_time: 0.7506583333, output_fired_time: 0.7842186093, propagate_forward_time: 24.5933227539, propagate_backward_time: 37.4382934570, weight_update_time: 0.1497139335, other_time: 2.6909103394
epoch time: 5.4813175201s, input_fired_time: 0.0943297073, output_fired_time: 0.0000000000, propagate_forward_time: 4.9225740433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644136429
validation[          , genome  3726] predictions:    9611/  10000 (96.11%), best:    9654/10000 (96.54%), error:      1283.73718, best error:      1116.58972 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 66.3905944824s, input_fired_time: 0.7493729591, output_fired_time: 0.7840064168, propagate_forward_time: 24.7114009857, propagate_backward_time: 37.4957618713, weight_update_time: 0.1492710859, other_time: 2.6500511169
epoch time: 5.6292257309s, input_fired_time: 0.0982266590, output_fired_time: 0.0000000000, propagate_forward_time: 5.0493602753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816389084
validation[          , genome  3726] predictions:    9639/  10000 (96.39%), best:    9654/10000 (96.54%), error:      1151.20508, best error:      1116.58972 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 66.6421051025s, input_fired_time: 0.7508068681, output_fired_time: 0.7834804654, propagate_forward_time: 24.7982254028, propagate_backward_time: 37.6571502686, weight_update_time: 0.1518746912, other_time: 2.6524429321
epoch time: 5.5624179840s, input_fired_time: 0.0951420069, output_fired_time: 0.0000000000, propagate_forward_time: 4.9962749481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710011482
validation[          , genome  3726] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1102.73132, best error:      1102.73132 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.8122024536s, input_fired_time: 0.7457153797, output_fired_time: 0.7775182128, propagate_forward_time: 24.3843021393, propagate_backward_time: 37.2392959595, weight_update_time: 0.1502619237, other_time: 2.6653747559
epoch time: 5.5164246559s, input_fired_time: 0.0921167880, output_fired_time: 0.0000000000, propagate_forward_time: 4.9638199806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604878426
validation[          , genome  3726] predictions:    9638/  10000 (96.38%), best:    9659/10000 (96.59%), error:      1116.12695, best error:      1102.73132 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.3148269653s, input_fired_time: 0.7452865839, output_fired_time: 0.7889664173, propagate_forward_time: 24.5965690613, propagate_backward_time: 37.5298461914, weight_update_time: 0.1503056139, other_time: 2.6541633606
epoch time: 5.8698763847s, input_fired_time: 0.1013178974, output_fired_time: 0.0000000000, propagate_forward_time: 5.2621827126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063757896
validation[          , genome  3726] predictions:    9640/  10000 (96.40%), best:    9659/10000 (96.59%), error:      1177.64648, best error:      1102.73132 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.6414718628s, input_fired_time: 0.7395125031, output_fired_time: 0.7744452357, propagate_forward_time: 23.5285110474, propagate_backward_time: 36.7128181458, weight_update_time: 0.1506496966, other_time: 2.8861846924
epoch time: 5.4458508492s, input_fired_time: 0.0916802585, output_fired_time: 0.0000000000, propagate_forward_time: 4.8927030563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614677429
validation[          , genome  3726] predictions:    9621/  10000 (96.21%), best:    9659/10000 (96.59%), error:      1270.06421, best error:      1102.73132 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.0748519897s, input_fired_time: 0.7465819716, output_fired_time: 0.7814809084, propagate_forward_time: 24.5032958984, propagate_backward_time: 37.3942756653, weight_update_time: 0.1484649926, other_time: 2.6492195129
epoch time: 5.8631706238s, input_fired_time: 0.1006729975, output_fired_time: 0.0000000000, propagate_forward_time: 5.2495164871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129809380
validation[          , genome  3726] predictions:    9640/  10000 (96.40%), best:    9659/10000 (96.59%), error:      1156.39331, best error:      1102.73132 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.8609466553s, input_fired_time: 0.7424524426, output_fired_time: 0.7737973928, propagate_forward_time: 23.6666336060, propagate_backward_time: 36.8158454895, weight_update_time: 0.1480637044, other_time: 2.8622169495
epoch time: 5.6070556641s, input_fired_time: 0.0926644653, output_fired_time: 0.0000000000, propagate_forward_time: 5.0497407913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646506310
validation[          , genome  3726] predictions:    9635/  10000 (96.35%), best:    9659/10000 (96.59%), error:      1157.48840, best error:      1102.73132 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.2998809814s, input_fired_time: 0.7389477491, output_fired_time: 0.7732648253, propagate_forward_time: 24.1552143097, propagate_backward_time: 37.0207901001, weight_update_time: 0.1460261494, other_time: 2.6116638184
epoch time: 5.4631633759s, input_fired_time: 0.0923149213, output_fired_time: 0.0000000000, propagate_forward_time: 4.9171500206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536986351
validation[          , genome  3726] predictions:    9591/  10000 (95.91%), best:    9659/10000 (96.59%), error:      1302.38452, best error:      1102.73132 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.0270156860s, input_fired_time: 0.7569448352, output_fired_time: 0.7883723378, propagate_forward_time: 25.0290412903, propagate_backward_time: 37.7831726074, weight_update_time: 0.1510824561, other_time: 2.6694831848
epoch time: 5.4620857239s, input_fired_time: 0.0934160575, output_fired_time: 0.0000000000, propagate_forward_time: 4.8939905167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746789932
validation[          , genome  3726] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1145.45496, best error:      1102.73132 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.2501678467s, input_fired_time: 0.7481719255, output_fired_time: 0.7815445662, propagate_forward_time: 24.6555557251, propagate_backward_time: 37.4456977844, weight_update_time: 0.1486332417, other_time: 2.6191978455
epoch time: 5.4714689255s, input_fired_time: 0.0935517401, output_fired_time: 0.0000000000, propagate_forward_time: 4.9176397324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602775574
validation[          , genome  3726] predictions:    9570/  10000 (95.70%), best:    9659/10000 (96.59%), error:      1368.96863, best error:      1102.73132 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.4712677002s, input_fired_time: 0.7559750080, output_fired_time: 0.7809890509, propagate_forward_time: 24.6730918884, propagate_backward_time: 37.6085700989, weight_update_time: 0.1493379921, other_time: 2.6526412964
epoch time: 5.4111866951s, input_fired_time: 0.0908317789, output_fired_time: 0.0000000000, propagate_forward_time: 4.8645501137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558048248
validation[          , genome  3726] predictions:    9629/  10000 (96.29%), best:    9659/10000 (96.59%), error:      1184.24414, best error:      1102.73132 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.6439437866s, input_fired_time: 0.7430900931, output_fired_time: 0.7760281563, propagate_forward_time: 23.8069152832, propagate_backward_time: 36.6721611023, weight_update_time: 0.1480422914, other_time: 2.6457481384
epoch time: 5.6032142639s, input_fired_time: 0.0965220928, output_fired_time: 0.0000000000, propagate_forward_time: 5.0232658386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834260941
validation[          , genome  3726] predictions:    9650/  10000 (96.50%), best:    9659/10000 (96.59%), error:      1134.38477, best error:      1102.73132 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.5420074463s, input_fired_time: 0.7416462898, output_fired_time: 0.7768574357, propagate_forward_time: 24.2759704590, propagate_backward_time: 37.1674575806, weight_update_time: 0.1462516189, other_time: 2.5800781250
epoch time: 5.5431666374s, input_fired_time: 0.0955329984, output_fired_time: 0.0000000000, propagate_forward_time: 4.9774475098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701862335
validation[          , genome  3726] predictions:    9639/  10000 (96.39%), best:    9659/10000 (96.59%), error:      1164.41174, best error:      1102.73132 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.3104629517s, input_fired_time: 0.7445974350, output_fired_time: 0.7736399770, propagate_forward_time: 24.0952129364, propagate_backward_time: 37.0452156067, weight_update_time: 0.1462988257, other_time: 2.6517982483
epoch time: 5.5159091949s, input_fired_time: 0.0942007154, output_fired_time: 0.0000000000, propagate_forward_time: 4.9571676254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645409584
validation[          , genome  3726] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1234.30347, best error:      1102.73132 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.0846405029s, input_fired_time: 0.7480015755, output_fired_time: 0.7836586237, propagate_forward_time: 24.6004219055, propagate_backward_time: 37.3354835510, weight_update_time: 0.1478620172, other_time: 2.6170730591
epoch time: 5.5312738419s, input_fired_time: 0.0941828042, output_fired_time: 0.0000000000, propagate_forward_time: 4.9762568474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608340263
validation[          , genome  3726] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1137.35706, best error:      1102.73132 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.5649490356s, input_fired_time: 0.7470610142, output_fired_time: 0.7762481570, propagate_forward_time: 24.1427593231, propagate_backward_time: 37.1276702881, weight_update_time: 0.1498860717, other_time: 2.7712097168
epoch time: 5.5246067047s, input_fired_time: 0.0935669169, output_fired_time: 0.0000000000, propagate_forward_time: 4.9759111404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551286697
validation[          , genome  3726] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1150.20801, best error:      1102.73132 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.7663116455s, input_fired_time: 0.7542981505, output_fired_time: 0.7789583802, propagate_forward_time: 24.4155158997, propagate_backward_time: 37.1981811523, weight_update_time: 0.1477940679, other_time: 2.6193580627
epoch time: 5.3149175644s, input_fired_time: 0.0916749462, output_fired_time: 0.0000000000, propagate_forward_time: 4.7584552765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647874832
validation[          , genome  3726] predictions:    9646/  10000 (96.46%), best:    9659/10000 (96.59%), error:      1180.48926, best error:      1102.73132 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.1108169556s, input_fired_time: 0.7503944635, output_fired_time: 0.7789912224, propagate_forward_time: 24.5774936676, propagate_backward_time: 37.4342346191, weight_update_time: 0.1476084292, other_time: 2.5697021484
epoch time: 5.4767818451s, input_fired_time: 0.0941172689, output_fired_time: 0.0000000000, propagate_forward_time: 4.9046058655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780588150
validation[          , genome  3726] predictions:    9589/  10000 (95.89%), best:    9659/10000 (96.59%), error:      1308.33252, best error:      1102.73132 on epoch:    84, 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: 26.9434223175s, input_fired_time: 0.4673447311, output_fired_time: 0.0000000000, propagate_forward_time: 24.0804443359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3956336975
best training[          , genome  3726] predictions:   49056/  50000 (98.11%), best:    9659/10000 (96.59%), error:      3449.40137, best error:      1102.73132 on epoch:    84, 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: 5.4986934662s, input_fired_time: 0.0939306468, output_fired_time: 0.0000000000, propagate_forward_time: 4.9373588562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674038887
   testing[          , genome  3726] predictions:    9722/  10000 (97.22%), best:    9659/10000 (96.59%), error:       914.95959, best error:      1102.73132 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:30:24 (4308): called boinc_finish(0)

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