Nameexact_genome_1508499903_23_16551_0
Workunit2273182
Created27 Oct 2017, 9:36:18 UTC
Sent27 Oct 2017, 9:59:01 UTC
Report deadline17 Dec 2017, 21:22:10 UTC
Received30 Oct 2017, 22:37:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 days 1 hours 32 min 42 sec
CPU time1 days 1 hours 27 min 43 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size172.63 MB
Peak swap size174.05 MB
Peak disk usage3.36 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       465.73630, best error:       465.73630 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 834.8579101562s, input_fired_time: 10.0090827942, output_fired_time: 7.6394405365, propagate_forward_time: 325.7736511230, propagate_backward_time: 480.0367736816, weight_update_time: 0.7592453957, other_time: 11.3989257812
epoch time: 68.1166000366s, input_fired_time: 1.1504216194, output_fired_time: 0.0000000000, propagate_forward_time: 64.9365997314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0295791626
validation[          , genome 16551] predictions:    9840/  10000 (98.40%), best:    9845/10000 (98.45%), error:       519.91705, best error:       465.73630 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 835.1090698242s, input_fired_time: 10.0583658218, output_fired_time: 7.6178636551, propagate_forward_time: 327.5080261230, propagate_backward_time: 478.5790100098, weight_update_time: 0.7540401816, other_time: 11.3458251953
epoch time: 68.7986297607s, input_fired_time: 1.1677846909, output_fired_time: 0.0000000000, propagate_forward_time: 65.5259857178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1048583984
validation[          , genome 16551] predictions:    9823/  10000 (98.23%), best:    9845/10000 (98.45%), error:       561.68512, best error:       465.73630 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 829.8018188477s, input_fired_time: 9.9970703125, output_fired_time: 7.5518517494, propagate_forward_time: 323.9844360352, propagate_backward_time: 476.8049926758, weight_update_time: 0.7490690351, other_time: 11.4634399414
epoch time: 68.9146957397s, input_fired_time: 1.1800392866, output_fired_time: 0.0000000000, propagate_forward_time: 65.5908889771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1437683105
validation[          , genome 16551] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       451.21252, best error:       451.21252 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 834.9071044922s, input_fired_time: 10.0655260086, output_fired_time: 7.6108951569, propagate_forward_time: 326.0237121582, propagate_backward_time: 479.6451110840, weight_update_time: 0.7629135251, other_time: 11.5618286133
epoch time: 68.2583923340s, input_fired_time: 1.1762782335, output_fired_time: 0.0000000000, propagate_forward_time: 64.9919128418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0902023315
validation[          , genome 16551] predictions:    9830/  10000 (98.30%), best:    9863/10000 (98.63%), error:       551.34662, best error:       451.21252 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 840.7412719727s, input_fired_time: 10.1445560455, output_fired_time: 7.6655807495, propagate_forward_time: 328.4691162109, propagate_backward_time: 483.0083312988, weight_update_time: 0.7621941566, other_time: 11.4537048340
epoch time: 69.4811096191s, input_fired_time: 1.1997395754, output_fired_time: 0.0000000000, propagate_forward_time: 66.1626892090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1186828613
validation[          , genome 16551] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       413.20062, best error:       413.20062 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 828.7510375977s, input_fired_time: 10.0659408569, output_fired_time: 7.6085848808, propagate_forward_time: 323.9647216797, propagate_backward_time: 475.8268127441, weight_update_time: 0.7563990951, other_time: 11.2850036621
epoch time: 69.0365142822s, input_fired_time: 1.1764097214, output_fired_time: 0.0000000000, propagate_forward_time: 65.8231887817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0369186401
validation[          , genome 16551] predictions:    9822/  10000 (98.22%), best:    9869/10000 (98.69%), error:       526.39435, best error:       413.20062 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 839.7140502930s, input_fired_time: 10.1294174194, output_fired_time: 7.6534342766, propagate_forward_time: 328.3882141113, propagate_backward_time: 482.2181091309, weight_update_time: 0.7462942004, other_time: 11.3248901367
epoch time: 69.2296066284s, input_fired_time: 1.1762194633, output_fired_time: 0.0000000000, propagate_forward_time: 65.9948959351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0584945679
validation[          , genome 16551] predictions:    9833/  10000 (98.33%), best:    9869/10000 (98.69%), error:       535.92102, best error:       413.20062 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 844.9855957031s, input_fired_time: 10.2014904022, output_fired_time: 7.7267861366, propagate_forward_time: 330.4513549805, propagate_backward_time: 485.1502685547, weight_update_time: 0.7548285723, other_time: 11.4556884766
epoch time: 68.8746719360s, input_fired_time: 1.1777279377, output_fired_time: 0.0000000000, propagate_forward_time: 65.5716629028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1252822876
validation[          , genome 16551] predictions:    9859/  10000 (98.59%), best:    9869/10000 (98.69%), error:       466.55670, best error:       413.20062 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 834.5083007812s, input_fired_time: 10.1251831055, output_fired_time: 7.6353716850, propagate_forward_time: 326.1839904785, propagate_backward_time: 478.9637145996, weight_update_time: 0.7530412078, other_time: 11.6000366211
epoch time: 68.2859344482s, input_fired_time: 1.1692358255, output_fired_time: 0.0000000000, propagate_forward_time: 65.0465011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0701980591
validation[          , genome 16551] predictions:    9832/  10000 (98.32%), best:    9869/10000 (98.69%), error:       552.95898, best error:       413.20062 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 835.8163452148s, input_fired_time: 10.1516695023, output_fired_time: 7.6783375740, propagate_forward_time: 326.6534423828, propagate_backward_time: 479.6990356445, weight_update_time: 0.7585960627, other_time: 11.6338500977
epoch time: 68.2655563354s, input_fired_time: 1.1796045303, output_fired_time: 0.0000000000, propagate_forward_time: 64.9691619873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1167907715
validation[          , genome 16551] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       421.29767, best error:       413.20062 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 834.5303955078s, input_fired_time: 10.1144342422, output_fired_time: 7.6194577217, propagate_forward_time: 326.3592834473, propagate_backward_time: 478.8956298828, weight_update_time: 0.7605121732, other_time: 11.5415954590
epoch time: 67.8127441406s, input_fired_time: 1.1734484434, output_fired_time: 0.0000000000, propagate_forward_time: 64.4760818481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1632156372
validation[          , genome 16551] predictions:    9841/  10000 (98.41%), best:    9869/10000 (98.69%), error:       473.28253, best error:       413.20062 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 838.8560180664s, input_fired_time: 10.1709508896, output_fired_time: 7.6262054443, propagate_forward_time: 328.1775207520, propagate_backward_time: 481.4055175781, weight_update_time: 0.7507954836, other_time: 11.4757995605
epoch time: 68.8525085449s, input_fired_time: 1.1777118444, output_fired_time: 0.0000000000, propagate_forward_time: 65.6029434204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0718536377
validation[          , genome 16551] predictions:    9830/  10000 (98.30%), best:    9869/10000 (98.69%), error:       541.16833, best error:       413.20062 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 839.5939331055s, input_fired_time: 10.2122554779, output_fired_time: 7.7149467468, propagate_forward_time: 328.4154663086, propagate_backward_time: 481.7137451172, weight_update_time: 0.7557122707, other_time: 11.5374755859
epoch time: 69.4869537354s, input_fired_time: 1.1853790283, output_fired_time: 0.0000000000, propagate_forward_time: 66.2290039062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0725708008
validation[          , genome 16551] predictions:    9817/  10000 (98.17%), best:    9869/10000 (98.69%), error:       612.91040, best error:       413.20062 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 845.8909301758s, input_fired_time: 10.2364215851, output_fired_time: 7.6879940033, propagate_forward_time: 330.7801513672, propagate_backward_time: 485.6311340332, weight_update_time: 0.7572240233, other_time: 11.5552062988
epoch time: 67.3897018433s, input_fired_time: 1.1681067944, output_fired_time: 0.0000000000, propagate_forward_time: 64.1643371582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0572586060
validation[          , genome 16551] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       465.58597, best error:       413.20062 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 836.7943115234s, input_fired_time: 10.1317529678, output_fired_time: 7.6286983490, propagate_forward_time: 326.9637145996, propagate_backward_time: 480.6127929688, weight_update_time: 0.7523931265, other_time: 11.4573059082
epoch time: 67.1308898926s, input_fired_time: 1.1674771309, output_fired_time: 0.0000000000, propagate_forward_time: 63.8362464905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1271629333
validation[          , genome 16551] predictions:    9847/  10000 (98.47%), best:    9869/10000 (98.69%), error:       474.84521, best error:       413.20062 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 833.1204223633s, input_fired_time: 10.0991678238, output_fired_time: 7.5975704193, propagate_forward_time: 325.8279418945, propagate_backward_time: 478.1570129395, weight_update_time: 0.7542626262, other_time: 11.4386901855
epoch time: 69.2407379150s, input_fired_time: 1.1880749464, output_fired_time: 0.0000000000, propagate_forward_time: 65.9765777588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0760879517
validation[          , genome 16551] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       440.04553, best error:       413.20062 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 835.7250976562s, input_fired_time: 10.1849699020, output_fired_time: 7.6502475739, propagate_forward_time: 326.7234802246, propagate_backward_time: 479.8103942871, weight_update_time: 0.7543505430, other_time: 11.3559570312
epoch time: 69.1357116699s, input_fired_time: 1.1814122200, output_fired_time: 0.0000000000, propagate_forward_time: 65.9012985229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0530014038
validation[          , genome 16551] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       444.47229, best error:       413.20062 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 839.6925659180s, input_fired_time: 10.1537456512, output_fired_time: 7.6639575958, propagate_forward_time: 328.3804016113, propagate_backward_time: 482.0811462402, weight_update_time: 0.7561489940, other_time: 11.4133300781
epoch time: 68.0591735840s, input_fired_time: 1.1657114029, output_fired_time: 0.0000000000, propagate_forward_time: 64.8394393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0540237427
validation[          , genome 16551] predictions:    9854/  10000 (98.54%), best:    9869/10000 (98.69%), error:       454.22787, best error:       413.20062 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 830.7454833984s, input_fired_time: 10.0932970047, output_fired_time: 7.5822110176, propagate_forward_time: 324.5400695801, propagate_backward_time: 477.0761413574, weight_update_time: 0.7650054693, other_time: 11.4537353516
epoch time: 69.1959152222s, input_fired_time: 1.1865345240, output_fired_time: 0.0000000000, propagate_forward_time: 65.9226913452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0866928101
validation[          , genome 16551] predictions:    9859/  10000 (98.59%), best:    9869/10000 (98.69%), error:       436.29398, best error:       413.20062 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 837.3416748047s, input_fired_time: 10.1666822433, output_fired_time: 7.6489696503, propagate_forward_time: 326.5628356934, propagate_backward_time: 481.5086975098, weight_update_time: 0.7549085021, other_time: 11.4544677734
epoch time: 68.0919723511s, input_fired_time: 1.1707794666, output_fired_time: 0.0000000000, propagate_forward_time: 64.8782577515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0429382324
validation[          , genome 16551] predictions:    9850/  10000 (98.50%), best:    9869/10000 (98.69%), error:       512.25977, best error:       413.20062 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 826.4857177734s, input_fired_time: 10.1043796539, output_fired_time: 7.5419273376, propagate_forward_time: 322.8891296387, propagate_backward_time: 474.5346374512, weight_update_time: 0.7497120500, other_time: 11.4156494141
epoch time: 68.6560592651s, input_fired_time: 1.1909364462, output_fired_time: 0.0000000000, propagate_forward_time: 65.3346710205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1304550171
validation[          , genome 16551] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       409.60037, best error:       409.60037 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 830.7005004883s, input_fired_time: 10.1875362396, output_fired_time: 7.6162552834, propagate_forward_time: 324.7857055664, propagate_backward_time: 476.6330261230, weight_update_time: 0.7670872808, other_time: 11.4779357910
epoch time: 69.3495864868s, input_fired_time: 1.1913639307, output_fired_time: 0.0000000000, propagate_forward_time: 66.0555114746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1027145386
validation[          , genome 16551] predictions:    9875/  10000 (98.75%), best:    9871/10000 (98.71%), error:       425.38428, best error:       409.60037 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 849.0298461914s, input_fired_time: 10.2946949005, output_fired_time: 7.7537326813, propagate_forward_time: 331.9356994629, propagate_backward_time: 487.5659484863, weight_update_time: 0.7632745504, other_time: 11.4797973633
epoch time: 68.9595718384s, input_fired_time: 1.1879565716, output_fired_time: 0.0000000000, propagate_forward_time: 65.6757965088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0958175659
validation[          , genome 16551] predictions:    9837/  10000 (98.37%), best:    9871/10000 (98.71%), error:       522.08496, best error:       409.60037 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 828.1411743164s, input_fired_time: 10.1232376099, output_fired_time: 7.5882148743, propagate_forward_time: 323.5272827148, propagate_backward_time: 475.5960083008, weight_update_time: 0.7494904399, other_time: 11.3064575195
epoch time: 68.3651275635s, input_fired_time: 1.1944074631, output_fired_time: 0.0000000000, propagate_forward_time: 65.0437011719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1270217896
validation[          , genome 16551] predictions:    9855/  10000 (98.55%), best:    9871/10000 (98.71%), error:       456.39368, best error:       409.60037 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 831.2918090820s, input_fired_time: 10.2022924423, output_fired_time: 7.5845894814, propagate_forward_time: 325.3880310059, propagate_backward_time: 476.6582031250, weight_update_time: 0.7643675804, other_time: 11.4587097168
epoch time: 68.4994354248s, input_fired_time: 1.1809817553, output_fired_time: 0.0000000000, propagate_forward_time: 65.2565841675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0618667603
validation[          , genome 16551] predictions:    9876/  10000 (98.76%), best:    9871/10000 (98.71%), error:       410.43674, best error:       409.60037 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 833.6670532227s, input_fired_time: 10.1806945801, output_fired_time: 7.6909875870, propagate_forward_time: 326.4024047852, propagate_backward_time: 477.9161682129, weight_update_time: 0.7545069456, other_time: 11.4767761230
epoch time: 61.5742721558s, input_fired_time: 1.1012548208, output_fired_time: 0.0000000000, propagate_forward_time: 58.5427055359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9303131104
validation[          , genome 16551] predictions:    9857/  10000 (98.57%), best:    9871/10000 (98.71%), error:       454.49338, best error:       409.60037 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 838.3968505859s, input_fired_time: 10.2483549118, output_fired_time: 7.6846785545, propagate_forward_time: 328.2868957520, propagate_backward_time: 480.7943725586, weight_update_time: 0.7509377003, other_time: 11.3825378418
epoch time: 69.1394119263s, input_fired_time: 1.2080869675, output_fired_time: 0.0000000000, propagate_forward_time: 65.8423538208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0889739990
validation[          , genome 16551] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       369.47412, best error:       369.47412 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 832.6604614258s, input_fired_time: 10.1680269241, output_fired_time: 7.5634164810, propagate_forward_time: 325.9070129395, propagate_backward_time: 477.5521850586, weight_update_time: 0.7558723092, other_time: 11.4698181152
epoch time: 67.8305282593s, input_fired_time: 1.1993050575, output_fired_time: 0.0000000000, propagate_forward_time: 64.5920333862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0391921997
validation[          , genome 16551] predictions:    9863/  10000 (98.63%), best:    9890/10000 (98.90%), error:       443.74869, best error:       369.47412 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 829.4521484375s, input_fired_time: 10.1818866730, output_fired_time: 7.6041688919, propagate_forward_time: 324.0874023438, propagate_backward_time: 476.0614318848, weight_update_time: 0.7577855587, other_time: 11.5172424316
epoch time: 69.0066375732s, input_fired_time: 1.2159172297, output_fired_time: 0.0000000000, propagate_forward_time: 65.6439895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1467285156
validation[          , genome 16551] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       369.94687, best error:       369.47412 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 828.5566406250s, input_fired_time: 10.2014513016, output_fired_time: 7.6429243088, propagate_forward_time: 323.9507751465, propagate_backward_time: 475.3394165039, weight_update_time: 0.7512622476, other_time: 11.4220275879
epoch time: 66.7837219238s, input_fired_time: 1.1932446957, output_fired_time: 0.0000000000, propagate_forward_time: 63.4969558716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0935211182
validation[          , genome 16551] predictions:    9866/  10000 (98.66%), best:    9890/10000 (98.90%), error:       460.89603, best error:       369.47412 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 834.8314819336s, input_fired_time: 10.2309970856, output_fired_time: 7.6618552208, propagate_forward_time: 326.7496643066, propagate_backward_time: 478.7721862793, weight_update_time: 0.7546328306, other_time: 11.4167480469
epoch time: 69.1776580811s, input_fired_time: 1.1986773014, output_fired_time: 0.0000000000, propagate_forward_time: 65.9068374634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0721435547
validation[          , genome 16551] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       368.51324, best error:       368.51324 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 844.5033569336s, input_fired_time: 10.2997903824, output_fired_time: 7.7280411720, propagate_forward_time: 329.9868469238, propagate_backward_time: 484.9386596680, weight_update_time: 0.7622967362, other_time: 11.5500183105
epoch time: 69.2274169922s, input_fired_time: 1.1993076801, output_fired_time: 0.0000000000, propagate_forward_time: 65.9247283936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1033782959
validation[          , genome 16551] predictions:    9863/  10000 (98.63%), best:    9887/10000 (98.87%), error:       434.75723, best error:       368.51324 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 842.5107421875s, input_fired_time: 10.2830829620, output_fired_time: 7.6842374802, propagate_forward_time: 330.0589904785, propagate_backward_time: 483.0364074707, weight_update_time: 0.7592679262, other_time: 11.4479980469
epoch time: 69.4179840088s, input_fired_time: 1.2183662653, output_fired_time: 0.0000000000, propagate_forward_time: 66.1053848267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0942306519
validation[          , genome 16551] predictions:    9892/  10000 (98.92%), best:    9887/10000 (98.87%), error:       368.76913, best error:       368.51324 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 845.1608276367s, input_fired_time: 10.2952098846, output_fired_time: 7.7179679871, propagate_forward_time: 330.4942932129, propagate_backward_time: 485.0651550293, weight_update_time: 0.7630653381, other_time: 11.5881958008
epoch time: 69.2962570190s, input_fired_time: 1.2058008909, output_fired_time: 0.0000000000, propagate_forward_time: 66.0109405518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0795135498
validation[          , genome 16551] predictions:    9850/  10000 (98.50%), best:    9887/10000 (98.87%), error:       535.33209, best error:       368.51324 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 842.3104858398s, input_fired_time: 10.2811937332, output_fired_time: 7.7053847313, propagate_forward_time: 329.2692871094, propagate_backward_time: 483.5135803223, weight_update_time: 0.7644166946, other_time: 11.5410461426
epoch time: 68.4114761353s, input_fired_time: 1.1881152391, output_fired_time: 0.0000000000, propagate_forward_time: 65.1290054321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0943527222
validation[          , genome 16551] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       340.81793, best error:       340.81793 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 843.1867675781s, input_fired_time: 10.3018398285, output_fired_time: 7.7010579109, propagate_forward_time: 329.9024963379, propagate_backward_time: 483.7210693359, weight_update_time: 0.7659743428, other_time: 11.5603332520
epoch time: 69.3707809448s, input_fired_time: 1.2084658146, output_fired_time: 0.0000000000, propagate_forward_time: 66.0661468506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0961685181
validation[          , genome 16551] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       381.21930, best error:       340.81793 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 843.9736938477s, input_fired_time: 10.2911462784, output_fired_time: 7.6926622391, propagate_forward_time: 329.9031982422, propagate_backward_time: 484.5645446777, weight_update_time: 0.7657405734, other_time: 11.5221252441
epoch time: 69.4280471802s, input_fired_time: 1.2201420069, output_fired_time: 0.0000000000, propagate_forward_time: 66.0802917480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1276168823
validation[          , genome 16551] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       405.89297, best error:       340.81793 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 842.4916381836s, input_fired_time: 10.3030605316, output_fired_time: 7.6601796150, propagate_forward_time: 329.8384094238, propagate_backward_time: 483.1716918945, weight_update_time: 0.7611776590, other_time: 11.5183410645
epoch time: 69.2411422729s, input_fired_time: 1.2059408426, output_fired_time: 0.0000000000, propagate_forward_time: 65.9671096802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0680923462
validation[          , genome 16551] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       368.42029, best error:       340.81793 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 839.5717773438s, input_fired_time: 10.3118124008, output_fired_time: 7.6498746872, propagate_forward_time: 328.9667358398, propagate_backward_time: 481.1311035156, weight_update_time: 0.7592234015, other_time: 11.5122070312
epoch time: 68.9342651367s, input_fired_time: 1.2148017883, output_fired_time: 0.0000000000, propagate_forward_time: 65.6038055420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1156616211
validation[          , genome 16551] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       393.31802, best error:       340.81793 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 837.4419555664s, input_fired_time: 10.2560405731, output_fired_time: 7.6465120316, propagate_forward_time: 327.2740478516, propagate_backward_time: 480.7473754883, weight_update_time: 0.7593972087, other_time: 11.5180053711
epoch time: 68.2839660645s, input_fired_time: 1.1983109713, output_fired_time: 0.0000000000, propagate_forward_time: 65.0084838867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0771713257
validation[          , genome 16551] predictions:    9885/  10000 (98.85%), best:    9891/10000 (98.91%), error:       376.45020, best error:       340.81793 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 836.2474975586s, input_fired_time: 10.2529792786, output_fired_time: 7.6334147453, propagate_forward_time: 327.4302673340, propagate_backward_time: 479.4283447266, weight_update_time: 0.7586438060, other_time: 11.5024719238
epoch time: 69.2029113770s, input_fired_time: 1.1902182102, output_fired_time: 0.0000000000, propagate_forward_time: 65.9371109009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0755844116
validation[          , genome 16551] predictions:    9870/  10000 (98.70%), best:    9891/10000 (98.91%), error:       405.27219, best error:       340.81793 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 835.7290039062s, input_fired_time: 10.2439594269, output_fired_time: 7.5970611572, propagate_forward_time: 326.9983520508, propagate_backward_time: 479.4353332520, weight_update_time: 0.7637933493, other_time: 11.4543151855
epoch time: 68.9027481079s, input_fired_time: 1.1945387125, output_fired_time: 0.0000000000, propagate_forward_time: 65.5909805298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1172256470
validation[          , genome 16551] predictions:    9893/  10000 (98.93%), best:    9891/10000 (98.91%), error:       363.18909, best error:       340.81793 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 833.8843994141s, input_fired_time: 10.2299375534, output_fired_time: 7.6095890999, propagate_forward_time: 325.6053771973, propagate_backward_time: 478.9703063965, weight_update_time: 0.7575674653, other_time: 11.4691772461
epoch time: 68.9191665649s, input_fired_time: 1.2026107311, output_fired_time: 0.0000000000, propagate_forward_time: 65.6693801880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0471725464
validation[          , genome 16551] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       368.69354, best error:       340.81793 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 836.9702148438s, input_fired_time: 10.2808322906, output_fired_time: 7.6111421585, propagate_forward_time: 327.4907531738, propagate_backward_time: 479.9550476074, weight_update_time: 0.7597542405, other_time: 11.6324462891
epoch time: 68.7061843872s, input_fired_time: 1.2085292339, output_fired_time: 0.0000000000, propagate_forward_time: 65.4612579346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0363998413
validation[          , genome 16551] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       397.76672, best error:       340.81793 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 832.8453369141s, input_fired_time: 10.2512474060, output_fired_time: 7.5924654007, propagate_forward_time: 325.5219116211, propagate_backward_time: 477.9442749023, weight_update_time: 0.7622156143, other_time: 11.5354614258
epoch time: 69.3708496094s, input_fired_time: 1.2179576159, output_fired_time: 0.0000000000, propagate_forward_time: 66.0142440796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1386489868
validation[          , genome 16551] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       380.72900, best error:       340.81793 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 830.3249511719s, input_fired_time: 10.2747888565, output_fired_time: 7.6095156670, propagate_forward_time: 324.8522949219, propagate_backward_time: 476.0842895508, weight_update_time: 0.7543563843, other_time: 11.5040893555
epoch time: 69.3187484741s, input_fired_time: 1.2330056429, output_fired_time: 0.0000000000, propagate_forward_time: 65.9239044189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1618347168
validation[          , genome 16551] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       358.12161, best error:       340.81793 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 822.3200683594s, input_fired_time: 10.2368221283, output_fired_time: 7.5678153038, propagate_forward_time: 320.7980957031, propagate_backward_time: 472.1858825684, weight_update_time: 0.7571345568, other_time: 11.5314636230
epoch time: 69.1346359253s, input_fired_time: 1.2088334560, output_fired_time: 0.0000000000, propagate_forward_time: 65.8559646606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0698394775
validation[          , genome 16551] predictions:    9896/  10000 (98.96%), best:    9891/10000 (98.91%), error:       357.72852, best error:       340.81793 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 837.3825683594s, input_fired_time: 10.2950487137, output_fired_time: 7.6434822083, propagate_forward_time: 327.6593322754, propagate_backward_time: 480.3074340820, weight_update_time: 0.7574365735, other_time: 11.4772644043
epoch time: 69.2227935791s, input_fired_time: 1.2153973579, output_fired_time: 0.0000000000, propagate_forward_time: 65.9181213379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0892715454
validation[          , genome 16551] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       326.87323, best error:       326.87323 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 831.4667358398s, input_fired_time: 10.2144880295, output_fired_time: 7.5846643448, propagate_forward_time: 325.0708923340, propagate_backward_time: 477.2368164062, weight_update_time: 0.7516489625, other_time: 11.3598937988
epoch time: 68.5147171021s, input_fired_time: 1.2051992416, output_fired_time: 0.0000000000, propagate_forward_time: 65.2198562622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0896606445
validation[          , genome 16551] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       350.00702, best error:       326.87323 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 838.4453125000s, input_fired_time: 10.3176259995, output_fired_time: 7.6502695084, propagate_forward_time: 327.9858398438, propagate_backward_time: 480.8167114258, weight_update_time: 0.7636353374, other_time: 11.6748657227
epoch time: 69.4936828613s, input_fired_time: 1.2289959192, output_fired_time: 0.0000000000, propagate_forward_time: 66.1253051758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1393814087
validation[          , genome 16551] predictions:    9885/  10000 (98.85%), best:    9910/10000 (99.10%), error:       389.94302, best error:       326.87323 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 822.3117675781s, input_fired_time: 10.1376676559, output_fired_time: 7.5433745384, propagate_forward_time: 320.6790771484, propagate_backward_time: 472.6227111816, weight_update_time: 0.7462835908, other_time: 11.3288879395
epoch time: 69.0890655518s, input_fired_time: 1.2161334753, output_fired_time: 0.0000000000, propagate_forward_time: 65.7050552368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1678771973
validation[          , genome 16551] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       337.90958, best error:       326.87323 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 823.1082763672s, input_fired_time: 10.1897783279, output_fired_time: 7.5787439346, propagate_forward_time: 321.6786804199, propagate_backward_time: 472.3569946289, weight_update_time: 0.7423527837, other_time: 11.3041076660
epoch time: 69.5374603271s, input_fired_time: 1.2375155687, output_fired_time: 0.0000000000, propagate_forward_time: 66.1694030762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1305389404
validation[          , genome 16551] predictions:    9890/  10000 (98.90%), best:    9910/10000 (99.10%), error:       367.80563, best error:       326.87323 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 836.2670898438s, input_fired_time: 10.3446340561, output_fired_time: 7.6314907074, propagate_forward_time: 326.6286621094, propagate_backward_time: 480.0378112793, weight_update_time: 0.7614443302, other_time: 11.6245422363
epoch time: 68.5495834351s, input_fired_time: 1.2182075977, output_fired_time: 0.0000000000, propagate_forward_time: 65.2196960449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1116790771
validation[          , genome 16551] predictions:    9889/  10000 (98.89%), best:    9910/10000 (99.10%), error:       376.98572, best error:       326.87323 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 838.1264038086s, input_fired_time: 10.3537225723, output_fired_time: 7.6847982407, propagate_forward_time: 327.8618774414, propagate_backward_time: 480.5819702148, weight_update_time: 0.7630146742, other_time: 11.6440429688
epoch time: 68.6697921753s, input_fired_time: 1.2199261189, output_fired_time: 0.0000000000, propagate_forward_time: 65.3279418945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1219253540
validation[          , genome 16551] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       358.78625, best error:       326.87323 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 840.1082153320s, input_fired_time: 10.3345212936, output_fired_time: 7.6943964958, propagate_forward_time: 328.3254394531, propagate_backward_time: 482.1563415527, weight_update_time: 0.7671077847, other_time: 11.5975036621
epoch time: 67.7086486816s, input_fired_time: 1.2030715942, output_fired_time: 0.0000000000, propagate_forward_time: 64.3597412109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1458358765
validation[          , genome 16551] predictions:    9903/  10000 (99.03%), best:    9910/10000 (99.10%), error:       349.89685, best error:       326.87323 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 840.5799560547s, input_fired_time: 10.3534164429, output_fired_time: 7.6827821732, propagate_forward_time: 328.7363586426, propagate_backward_time: 482.3210144043, weight_update_time: 0.7598628998, other_time: 11.4863891602
epoch time: 68.1051940918s, input_fired_time: 1.2042247057, output_fired_time: 0.0000000000, propagate_forward_time: 64.8605117798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0404586792
validation[          , genome 16551] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       349.92358, best error:       326.87323 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 837.1396484375s, input_fired_time: 10.3655662537, output_fired_time: 7.7515830994, propagate_forward_time: 327.5162048340, propagate_backward_time: 479.9907836914, weight_update_time: 0.7597873211, other_time: 11.5155334473
epoch time: 69.2970504761s, input_fired_time: 1.2202674150, output_fired_time: 0.0000000000, propagate_forward_time: 66.0184707642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0583114624
validation[          , genome 16551] predictions:    9888/  10000 (98.88%), best:    9910/10000 (99.10%), error:       366.58704, best error:       326.87323 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 849.6829833984s, input_fired_time: 10.4392004013, output_fired_time: 7.7736449242, propagate_forward_time: 332.1632385254, propagate_backward_time: 487.8184204102, weight_update_time: 0.7673953772, other_time: 11.4884948730
epoch time: 69.5951232910s, input_fired_time: 1.2295845747, output_fired_time: 0.0000000000, propagate_forward_time: 66.1866378784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1789016724
validation[          , genome 16551] predictions:    9899/  10000 (98.99%), best:    9910/10000 (99.10%), error:       351.99640, best error:       326.87323 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 845.0742797852s, input_fired_time: 10.3548717499, output_fired_time: 7.7070651054, propagate_forward_time: 330.4645690918, propagate_backward_time: 484.9063110352, weight_update_time: 0.7640945911, other_time: 11.6414489746
epoch time: 68.7878646851s, input_fired_time: 1.2203844786, output_fired_time: 0.0000000000, propagate_forward_time: 65.4957351685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0717468262
validation[          , genome 16551] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       348.68027, best error:       326.87323 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 834.9855346680s, input_fired_time: 10.3784847260, output_fired_time: 7.6718516350, propagate_forward_time: 326.0003967285, propagate_backward_time: 479.1135559082, weight_update_time: 0.7690438628, other_time: 11.8212280273
epoch time: 69.1138763428s, input_fired_time: 1.2244046926, output_fired_time: 0.0000000000, propagate_forward_time: 65.7885437012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1009292603
validation[          , genome 16551] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       353.42194, best error:       326.87323 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 839.8553466797s, input_fired_time: 10.4617481232, output_fired_time: 7.7553815842, propagate_forward_time: 328.6627807617, propagate_backward_time: 481.4384155273, weight_update_time: 0.7618149519, other_time: 11.5370483398
epoch time: 68.3857345581s, input_fired_time: 1.2172359228, output_fired_time: 0.0000000000, propagate_forward_time: 65.0756988525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0927963257
validation[          , genome 16551] predictions:    9878/  10000 (98.78%), best:    9910/10000 (99.10%), error:       426.29446, best error:       326.87323 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 841.4147949219s, input_fired_time: 10.4022979736, output_fired_time: 7.7048921585, propagate_forward_time: 329.3971862793, propagate_backward_time: 482.2331542969, weight_update_time: 0.7638969421, other_time: 11.6772766113
epoch time: 69.3865737915s, input_fired_time: 1.2218810320, output_fired_time: 0.0000000000, propagate_forward_time: 66.0725097656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0921859741
validation[          , genome 16551] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       339.15320, best error:       326.87323 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 849.6275634766s, input_fired_time: 10.4874391556, output_fired_time: 7.8234963417, propagate_forward_time: 332.8229675293, propagate_backward_time: 486.7931518555, weight_update_time: 0.7841096520, other_time: 11.7005310059
epoch time: 69.2213439941s, input_fired_time: 1.2214717865, output_fired_time: 0.0000000000, propagate_forward_time: 65.8883209229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1115493774
validation[          , genome 16551] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       339.45499, best error:       326.87323 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 849.9951171875s, input_fired_time: 10.4365682602, output_fired_time: 7.7778139114, propagate_forward_time: 332.1033325195, propagate_backward_time: 487.9976806641, weight_update_time: 0.7643521428, other_time: 11.6796875000
epoch time: 68.7663497925s, input_fired_time: 1.2199542522, output_fired_time: 0.0000000000, propagate_forward_time: 65.4842681885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0621261597
validation[          , genome 16551] predictions:    9909/  10000 (99.09%), best:    9910/10000 (99.10%), error:       338.99588, best error:       326.87323 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 846.5792846680s, input_fired_time: 10.4414176941, output_fired_time: 7.7598319054, propagate_forward_time: 330.9805603027, propagate_backward_time: 485.7615661621, weight_update_time: 0.7650796175, other_time: 11.6359252930
epoch time: 69.5445098877s, input_fired_time: 1.2298800945, output_fired_time: 0.0000000000, propagate_forward_time: 66.2430267334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0716018677
validation[          , genome 16551] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       355.36282, best error:       326.87323 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 831.9663696289s, input_fired_time: 10.3120841980, output_fired_time: 7.6278681755, propagate_forward_time: 325.4624023438, propagate_backward_time: 477.0422668457, weight_update_time: 0.7552751899, other_time: 11.5217590332
epoch time: 68.8089828491s, input_fired_time: 1.2346839905, output_fired_time: 0.0000000000, propagate_forward_time: 65.4841461182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0901489258
validation[          , genome 16551] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       335.03568, best error:       326.87323 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 843.9342041016s, input_fired_time: 10.4316368103, output_fired_time: 7.7171754837, propagate_forward_time: 330.1260070801, propagate_backward_time: 484.1529846191, weight_update_time: 0.7609506249, other_time: 11.5064086914
epoch time: 69.4811859131s, input_fired_time: 1.2397947311, output_fired_time: 0.0000000000, propagate_forward_time: 66.0656509399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1757431030
validation[          , genome 16551] predictions:    9898/  10000 (98.98%), best:    9910/10000 (99.10%), error:       337.31863, best error:       326.87323 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 836.8829956055s, input_fired_time: 10.3820581436, output_fired_time: 7.6692728996, propagate_forward_time: 327.0369262695, propagate_backward_time: 480.0435485840, weight_update_time: 0.7726302147, other_time: 11.7511901855
epoch time: 67.6029357910s, input_fired_time: 1.2212048769, output_fired_time: 0.0000000000, propagate_forward_time: 64.2932891846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0884399414
validation[          , genome 16551] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       326.38644, best error:       326.38644 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 838.9953613281s, input_fired_time: 10.4152469635, output_fired_time: 7.7011256218, propagate_forward_time: 328.6998291016, propagate_backward_time: 480.4960632324, weight_update_time: 0.7726087570, other_time: 11.6831359863
epoch time: 69.4878311157s, input_fired_time: 1.2286705971, output_fired_time: 0.0000000000, propagate_forward_time: 66.1373672485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1217956543
validation[          , genome 16551] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       332.37451, best error:       326.38644 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 845.5857543945s, input_fired_time: 10.4213733673, output_fired_time: 7.7851662636, propagate_forward_time: 330.4808959961, propagate_backward_time: 485.2155761719, weight_update_time: 0.7671235204, other_time: 11.6827392578
epoch time: 69.7372207642s, input_fired_time: 1.2371963263, output_fired_time: 0.0000000000, propagate_forward_time: 66.3695602417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1304626465
validation[          , genome 16551] predictions:    9908/  10000 (99.08%), best:    9903/10000 (99.03%), error:       337.59427, best error:       326.38644 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 840.3371582031s, input_fired_time: 10.3968591690, output_fired_time: 7.7055616379, propagate_forward_time: 328.7417602539, propagate_backward_time: 481.7949218750, weight_update_time: 0.7729571462, other_time: 11.6980590820
epoch time: 69.6015243530s, input_fired_time: 1.2331340313, output_fired_time: 0.0000000000, propagate_forward_time: 66.2191085815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1492843628
validation[          , genome 16551] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       320.41028, best error:       320.41028 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 838.2288208008s, input_fired_time: 10.4221096039, output_fired_time: 7.7360777855, propagate_forward_time: 328.0725708008, propagate_backward_time: 480.4445800781, weight_update_time: 0.7630957365, other_time: 11.5534667969
epoch time: 68.0128326416s, input_fired_time: 1.2168400288, output_fired_time: 0.0000000000, propagate_forward_time: 64.6707992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1251907349
validation[          , genome 16551] predictions:    9901/  10000 (99.01%), best:    9907/10000 (99.07%), error:       341.85242, best error:       320.41028 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 840.8595581055s, input_fired_time: 10.4197273254, output_fired_time: 7.7330088615, propagate_forward_time: 329.0926208496, propagate_backward_time: 481.9399414062, weight_update_time: 0.7673079371, other_time: 11.6742248535
epoch time: 68.7795715332s, input_fired_time: 1.2281429768, output_fired_time: 0.0000000000, propagate_forward_time: 65.4364852905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1149444580
validation[          , genome 16551] predictions:    9914/  10000 (99.14%), best:    9907/10000 (99.07%), error:       328.85071, best error:       320.41028 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 835.7348022461s, input_fired_time: 10.3870763779, output_fired_time: 7.6843342781, propagate_forward_time: 326.8150329590, propagate_backward_time: 479.1353759766, weight_update_time: 0.7743853927, other_time: 11.7129821777
epoch time: 68.6831741333s, input_fired_time: 1.2355901003, output_fired_time: 0.0000000000, propagate_forward_time: 65.2292861938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2182998657
validation[          , genome 16551] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       333.13791, best error:       320.41028 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 833.8270874023s, input_fired_time: 10.3815298080, output_fired_time: 7.6319084167, propagate_forward_time: 326.2286682129, propagate_backward_time: 478.0627441406, weight_update_time: 0.7585982084, other_time: 11.5222473145
epoch time: 69.3298263550s, input_fired_time: 1.2295057774, output_fired_time: 0.0000000000, propagate_forward_time: 65.9947738647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1055450439
validation[          , genome 16551] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       334.60202, best error:       320.41028 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 839.6209106445s, input_fired_time: 10.4215812683, output_fired_time: 7.6881861687, propagate_forward_time: 328.4804077148, propagate_backward_time: 481.4309082031, weight_update_time: 0.7596017122, other_time: 11.5998535156
epoch time: 69.6591720581s, input_fired_time: 1.2340085506, output_fired_time: 0.0000000000, propagate_forward_time: 66.2619934082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1631698608
validation[          , genome 16551] predictions:    9900/  10000 (99.00%), best:    9907/10000 (99.07%), error:       340.65201, best error:       320.41028 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 838.6912841797s, input_fired_time: 10.3813610077, output_fired_time: 7.7330017090, propagate_forward_time: 327.4970397949, propagate_backward_time: 481.6155700684, weight_update_time: 0.7572253942, other_time: 11.4642944336
epoch time: 69.5604553223s, input_fired_time: 1.2357993126, output_fired_time: 0.0000000000, propagate_forward_time: 66.2609329224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0637207031
validation[          , genome 16551] predictions:    9908/  10000 (99.08%), best:    9907/10000 (99.07%), error:       334.19812, best error:       320.41028 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 842.6358032227s, input_fired_time: 10.3482666016, output_fired_time: 7.6939611435, propagate_forward_time: 328.9898681641, propagate_backward_time: 484.1662292480, weight_update_time: 0.7566582561, other_time: 11.4374694824
epoch time: 69.2918014526s, input_fired_time: 1.2241460085, output_fired_time: 0.0000000000, propagate_forward_time: 65.9987564087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0689010620
validation[          , genome 16551] predictions:    9910/  10000 (99.10%), best:    9907/10000 (99.07%), error:       326.94733, best error:       320.41028 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 843.5532836914s, input_fired_time: 10.3660593033, output_fired_time: 7.6774668694, propagate_forward_time: 330.0183715820, propagate_backward_time: 484.1117553711, weight_update_time: 0.7570213079, other_time: 11.3795776367
epoch time: 69.2513580322s, input_fired_time: 1.2106590271, output_fired_time: 0.0000000000, propagate_forward_time: 65.9688339233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0718612671
validation[          , genome 16551] predictions:    9908/  10000 (99.08%), best:    9907/10000 (99.07%), error:       333.34610, best error:       320.41028 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 836.3072509766s, input_fired_time: 10.3752021790, output_fired_time: 7.6760730743, propagate_forward_time: 327.1897277832, propagate_backward_time: 479.5941772461, weight_update_time: 0.7502434850, other_time: 11.4720764160
epoch time: 68.7899169922s, input_fired_time: 1.2144532204, output_fired_time: 0.0000000000, propagate_forward_time: 65.4822387695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0932235718
validation[          , genome 16551] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       329.39291, best error:       320.41028 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 845.9052734375s, input_fired_time: 10.4322595596, output_fired_time: 7.6997570992, propagate_forward_time: 330.8492736816, propagate_backward_time: 485.4199829102, weight_update_time: 0.7627153397, other_time: 11.5039978027
epoch time: 69.9285049438s, input_fired_time: 1.2216280699, output_fired_time: 0.0000000000, propagate_forward_time: 66.6153640747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0915145874
validation[          , genome 16551] predictions:    9883/  10000 (98.83%), best:    9907/10000 (99.07%), error:       410.61865, best error:       320.41028 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 847.5109863281s, input_fired_time: 10.4023256302, output_fired_time: 7.6869840622, propagate_forward_time: 331.3175048828, propagate_backward_time: 486.6329956055, weight_update_time: 0.7685087919, other_time: 11.4711303711
epoch time: 69.2339782715s, input_fired_time: 1.2321124077, output_fired_time: 0.0000000000, propagate_forward_time: 65.8903884888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1114807129
validation[          , genome 16551] predictions:    9899/  10000 (98.99%), best:    9907/10000 (99.07%), error:       331.50894, best error:       320.41028 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 839.6030883789s, input_fired_time: 10.3733291626, output_fired_time: 7.6410417557, propagate_forward_time: 328.5968322754, propagate_backward_time: 481.5170288086, weight_update_time: 0.7611139417, other_time: 11.4748229980
epoch time: 68.9819869995s, input_fired_time: 1.2175706625, output_fired_time: 0.0000000000, propagate_forward_time: 65.6881561279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0762634277
validation[          , genome 16551] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       317.22729, best error:       317.22729 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 844.2230224609s, input_fired_time: 10.3544893265, output_fired_time: 7.6602368355, propagate_forward_time: 330.2144165039, propagate_backward_time: 484.5477600098, weight_update_time: 0.7583906054, other_time: 11.4461364746
epoch time: 67.6589355469s, input_fired_time: 1.1904070377, output_fired_time: 0.0000000000, propagate_forward_time: 64.4135894775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0549392700
validation[          , genome 16551] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       322.05753, best error:       317.22729 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 838.7779541016s, input_fired_time: 10.3620357513, output_fired_time: 7.6754541397, propagate_forward_time: 327.9934082031, propagate_backward_time: 481.2365722656, weight_update_time: 0.7611989379, other_time: 11.5104370117
epoch time: 68.3290328979s, input_fired_time: 1.2045757771, output_fired_time: 0.0000000000, propagate_forward_time: 65.1086120605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0158462524
validation[          , genome 16551] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       320.95358, best error:       317.22729 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 839.8151855469s, input_fired_time: 10.3898601532, output_fired_time: 7.6607127190, propagate_forward_time: 328.3498535156, propagate_backward_time: 481.8715820312, weight_update_time: 0.7646111846, other_time: 11.5432128906
epoch time: 68.8804092407s, input_fired_time: 1.2311282158, output_fired_time: 0.0000000000, propagate_forward_time: 65.5280532837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1212310791
validation[          , genome 16551] predictions:    9908/  10000 (99.08%), best:    9903/10000 (99.03%), error:       324.80045, best error:       317.22729 on epoch:    97, 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: 343.1329040527s, input_fired_time: 6.1089515686, output_fired_time: 0.0000000000, propagate_forward_time: 326.6375732422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.3863830566
best training[          , genome 16551] predictions:   50000/  50000 (100.00%), best:    9903/10000 (99.03%), error:        96.22449, best error:       317.22729 on epoch:    97, 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: 68.6075286865s, input_fired_time: 1.2265557051, output_fired_time: 0.0000000000, propagate_forward_time: 65.2699432373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1110305786
   testing[          , genome 16551] predictions:    9920/  10000 (99.20%), best:    9903/10000 (99.03%), error:       252.91499, best error:       317.22729 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:37:05 (35364): called boinc_finish(0)

</stderr_txt>
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