Nameexact_genome_1512568488_42_4794_1
Workunit2595231
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline12 Dec 2017, 1:29:17 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 30 min 19 sec
CPU time2 hours 29 min 18 sec
Validate stateValid
Credit1,141.21
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.19 MB
Peak swap size159.61 MB
Peak disk usage2.18 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1336548030, output_fired_time: 0.0000000000, propagate_forward_time: 6.0335860252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893846512
validation[          , genome  4794] predictions:    9544/  10000 (95.44%), best:    9660/10000 (96.60%), error:      1434.98938, best error:      1143.86414 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.1490631104s, input_fired_time: 1.0432116985, output_fired_time: 0.9431605935, propagate_forward_time: 30.4210033417, propagate_backward_time: 45.9988975525, weight_update_time: 0.1293241829, other_time: 2.7427864075
epoch time: 6.5641183853s, input_fired_time: 0.1326266080, output_fired_time: 0.0000000000, propagate_forward_time: 5.9482727051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832191467
validation[          , genome  4794] predictions:    9598/  10000 (95.98%), best:    9660/10000 (96.60%), error:      1368.20959, best error:      1143.86414 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 83.1343917847s, input_fired_time: 1.0611895323, output_fired_time: 0.9604387879, propagate_forward_time: 31.0539550781, propagate_backward_time: 47.1873741150, weight_update_time: 0.1282231063, other_time: 2.8714332581
epoch time: 6.8743839264s, input_fired_time: 0.1395907849, output_fired_time: 0.0000000000, propagate_forward_time: 6.2208628654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139303207
validation[          , genome  4794] predictions:    9650/  10000 (96.50%), best:    9660/10000 (96.60%), error:      1183.82764, best error:      1143.86414 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.7501373291s, input_fired_time: 1.0604562759, output_fired_time: 0.9406446218, propagate_forward_time: 30.5313873291, propagate_backward_time: 46.4244384766, weight_update_time: 0.1306817979, other_time: 2.7932128906
epoch time: 6.6393523216s, input_fired_time: 0.1323169172, output_fired_time: 0.0000000000, propagate_forward_time: 6.0275492668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794859886
validation[          , genome  4794] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1368.93127, best error:      1143.86414 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.0733566284s, input_fired_time: 1.0547208786, output_fired_time: 0.9407688975, propagate_forward_time: 30.2110977173, propagate_backward_time: 46.0704231262, weight_update_time: 0.1305496097, other_time: 2.7963523865
epoch time: 6.6919322014s, input_fired_time: 0.1328092813, output_fired_time: 0.0000000000, propagate_forward_time: 6.0832786560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758443832
validation[          , genome  4794] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1133.60278, best error:      1133.60278 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.4948883057s, input_fired_time: 1.0667725801, output_fired_time: 0.9335814714, propagate_forward_time: 30.5070247650, propagate_backward_time: 46.2279205322, weight_update_time: 0.1290635914, other_time: 2.7595901489
epoch time: 6.6512165070s, input_fired_time: 0.1353083998, output_fired_time: 0.0000000000, propagate_forward_time: 6.0281200409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877882004
validation[          , genome  4794] predictions:    9653/  10000 (96.53%), best:    9674/10000 (96.74%), error:      1205.35425, best error:      1133.60278 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.5889205933s, input_fired_time: 1.0518341064, output_fired_time: 0.9421244860, propagate_forward_time: 30.4732017517, propagate_backward_time: 46.3707122803, weight_update_time: 0.1307331622, other_time: 2.7510490417
epoch time: 6.6783137321s, input_fired_time: 0.1331790239, output_fired_time: 0.0000000000, propagate_forward_time: 6.0661611557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789733887
validation[          , genome  4794] predictions:    9654/  10000 (96.54%), best:    9674/10000 (96.74%), error:      1178.62061, best error:      1133.60278 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.2665634155s, input_fired_time: 1.0611544847, output_fired_time: 0.9447553158, propagate_forward_time: 30.3623657227, propagate_backward_time: 46.1842384338, weight_update_time: 0.1285457760, other_time: 2.7140464783
epoch time: 6.6457176208s, input_fired_time: 0.1315546930, output_fired_time: 0.0000000000, propagate_forward_time: 6.0156064034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985566139
validation[          , genome  4794] predictions:    9652/  10000 (96.52%), best:    9674/10000 (96.74%), error:      1191.21313, best error:      1133.60278 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.7784271240s, input_fired_time: 1.0477995872, output_fired_time: 0.9377433062, propagate_forward_time: 30.1176204681, propagate_backward_time: 45.8833198547, weight_update_time: 0.1299668998, other_time: 2.7919425964
epoch time: 6.7744798660s, input_fired_time: 0.1379348785, output_fired_time: 0.0000000000, propagate_forward_time: 6.1211891174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153560638
validation[          , genome  4794] predictions:    9613/  10000 (96.13%), best:    9674/10000 (96.74%), error:      1290.30432, best error:      1133.60278 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.9075698853s, input_fired_time: 1.1168218851, output_fired_time: 0.9570466876, propagate_forward_time: 30.8828220367, propagate_backward_time: 47.1225471497, weight_update_time: 0.1294343024, other_time: 2.8283348083
epoch time: 6.7683711052s, input_fired_time: 0.1343452632, output_fired_time: 0.0000000000, propagate_forward_time: 6.1404428482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935832024
validation[          , genome  4794] predictions:    9654/  10000 (96.54%), best:    9674/10000 (96.74%), error:      1179.78296, best error:      1133.60278 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 80.4899520874s, input_fired_time: 1.0596717596, output_fired_time: 0.9211495519, propagate_forward_time: 30.0463905334, propagate_backward_time: 45.6743278503, weight_update_time: 0.1293915212, other_time: 2.7884140015
epoch time: 6.6366200447s, input_fired_time: 0.1358703077, output_fired_time: 0.0000000000, propagate_forward_time: 6.0081849098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925646782
validation[          , genome  4794] predictions:    9662/  10000 (96.62%), best:    9674/10000 (96.74%), error:      1154.77100, best error:      1133.60278 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.1461257935s, input_fired_time: 1.0656462908, output_fired_time: 0.9361638427, propagate_forward_time: 30.3627376556, propagate_backward_time: 46.0080451965, weight_update_time: 0.1295887828, other_time: 2.7735328674
epoch time: 6.7459092140s, input_fired_time: 0.1327885985, output_fired_time: 0.0000000000, propagate_forward_time: 6.1276917458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854288101
validation[          , genome  4794] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1118.17896, best error:      1118.17896 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.3332901001s, input_fired_time: 1.0439734459, output_fired_time: 0.9381747246, propagate_forward_time: 30.3733425140, propagate_backward_time: 46.2405090332, weight_update_time: 0.1291483939, other_time: 2.7372894287
epoch time: 6.7604441643s, input_fired_time: 0.1346323639, output_fired_time: 0.0000000000, propagate_forward_time: 6.1355381012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902734756
validation[          , genome  4794] predictions:    9663/  10000 (96.63%), best:    9647/10000 (96.47%), error:      1124.89209, best error:      1118.17896 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.0412979126s, input_fired_time: 1.0526202917, output_fired_time: 0.9325965047, propagate_forward_time: 30.3114204407, propagate_backward_time: 46.0021553040, weight_update_time: 0.1288553625, other_time: 2.7425079346
epoch time: 6.5555834770s, input_fired_time: 0.1316733807, output_fired_time: 0.0000000000, propagate_forward_time: 5.9520730972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718370438
validation[          , genome  4794] predictions:    9656/  10000 (96.56%), best:    9647/10000 (96.47%), error:      1156.80200, best error:      1118.17896 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.7404556274s, input_fired_time: 1.0586990118, output_fired_time: 0.9422582984, propagate_forward_time: 30.5811023712, propagate_backward_time: 46.4374542236, weight_update_time: 0.1283819824, other_time: 2.7209396362
epoch time: 6.6180553436s, input_fired_time: 0.1371085942, output_fired_time: 0.0000000000, propagate_forward_time: 5.9873929024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935536385
validation[          , genome  4794] predictions:    9629/  10000 (96.29%), best:    9647/10000 (96.47%), error:      1209.19385, best error:      1118.17896 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.7217178345s, input_fired_time: 1.0687704086, output_fired_time: 0.9281284213, propagate_forward_time: 30.5589218140, propagate_backward_time: 46.4032096863, weight_update_time: 0.1282633245, other_time: 2.7626838684
epoch time: 6.6055593491s, input_fired_time: 0.1364789307, output_fired_time: 0.0000000000, propagate_forward_time: 5.9805092812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885711670
validation[          , genome  4794] predictions:    9649/  10000 (96.49%), best:    9647/10000 (96.47%), error:      1158.56128, best error:      1118.17896 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 82.6310043335s, input_fired_time: 1.0907323360, output_fired_time: 0.9609826803, propagate_forward_time: 30.8681087494, propagate_backward_time: 46.8675994873, weight_update_time: 0.1348228604, other_time: 2.8435821533
epoch time: 6.7046656609s, input_fired_time: 0.1353841275, output_fired_time: 0.0000000000, propagate_forward_time: 6.0853190422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839625359
validation[          , genome  4794] predictions:    9640/  10000 (96.40%), best:    9647/10000 (96.47%), error:      1176.98230, best error:      1118.17896 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.1466979980s, input_fired_time: 1.0755597353, output_fired_time: 0.9801321626, propagate_forward_time: 30.7069473267, propagate_backward_time: 46.6232337952, weight_update_time: 0.1286161989, other_time: 2.7608222961
epoch time: 6.7081351280s, input_fired_time: 0.1393521875, output_fired_time: 0.0000000000, propagate_forward_time: 6.0797781944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890046120
validation[          , genome  4794] predictions:    9644/  10000 (96.44%), best:    9647/10000 (96.47%), error:      1204.73059, best error:      1118.17896 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.7474212646s, input_fired_time: 1.0677499771, output_fired_time: 0.9301674962, propagate_forward_time: 30.1198787689, propagate_backward_time: 45.8135528564, weight_update_time: 0.1301416606, other_time: 2.8160705566
epoch time: 6.7145075798s, input_fired_time: 0.1393921673, output_fired_time: 0.0000000000, propagate_forward_time: 6.0927457809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823694229
validation[          , genome  4794] predictions:    9673/  10000 (96.73%), best:    9647/10000 (96.47%), error:      1138.27124, best error:      1118.17896 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.4575271606s, input_fired_time: 1.0517048836, output_fired_time: 0.9370212555, propagate_forward_time: 30.4246387482, propagate_backward_time: 46.3000984192, weight_update_time: 0.1291459948, other_time: 2.7440681458
epoch time: 6.7926115990s, input_fired_time: 0.1367088109, output_fired_time: 0.0000000000, propagate_forward_time: 6.1666803360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892225266
validation[          , genome  4794] predictions:    9652/  10000 (96.52%), best:    9647/10000 (96.47%), error:      1186.77380, best error:      1118.17896 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 81.7804031372s, input_fired_time: 1.0581114292, output_fired_time: 0.9713931680, propagate_forward_time: 30.6246490479, propagate_backward_time: 46.3820304871, weight_update_time: 0.1288840622, other_time: 2.7442207336
epoch time: 6.6962289810s, input_fired_time: 0.1338824183, output_fired_time: 0.0000000000, propagate_forward_time: 6.0784320831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839143753
validation[          , genome  4794] predictions:    9645/  10000 (96.45%), best:    9647/10000 (96.47%), error:      1202.50854, best error:      1118.17896 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.4299087524s, input_fired_time: 1.0563892126, output_fired_time: 0.9456245899, propagate_forward_time: 30.4532814026, propagate_backward_time: 46.2342643738, weight_update_time: 0.1284572631, other_time: 2.7403488159
epoch time: 6.6550388336s, input_fired_time: 0.1326142997, output_fired_time: 0.0000000000, propagate_forward_time: 6.0464754105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759492874
validation[          , genome  4794] predictions:    9655/  10000 (96.55%), best:    9647/10000 (96.47%), error:      1167.21716, best error:      1118.17896 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.0867919922s, input_fired_time: 1.0571194887, output_fired_time: 0.9297539592, propagate_forward_time: 30.2850742340, propagate_backward_time: 46.0204200745, weight_update_time: 0.1339944601, other_time: 2.7944221497
epoch time: 6.8245382309s, input_fired_time: 0.1478940994, output_fired_time: 0.0000000000, propagate_forward_time: 6.1780557632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985885620
validation[          , genome  4794] predictions:    9655/  10000 (96.55%), best:    9647/10000 (96.47%), error:      1141.95239, best error:      1118.17896 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.7423019409s, input_fired_time: 1.0782020092, output_fired_time: 0.9475696683, propagate_forward_time: 30.5481967926, propagate_backward_time: 46.3112792969, weight_update_time: 0.1294858307, other_time: 2.8570556641
epoch time: 6.6813011169s, input_fired_time: 0.1340989023, output_fired_time: 0.0000000000, propagate_forward_time: 6.0649366379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822654724
validation[          , genome  4794] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1052.79761, best error:      1052.79761 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.0877456665s, input_fired_time: 1.0644644499, output_fired_time: 0.9438417554, propagate_forward_time: 30.2796134949, propagate_backward_time: 45.9859390259, weight_update_time: 0.1359026581, other_time: 2.8138923645
epoch time: 6.7380523682s, input_fired_time: 0.1398705244, output_fired_time: 0.0000000000, propagate_forward_time: 6.1024060249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957756996
validation[          , genome  4794] predictions:    9686/  10000 (96.86%), best:    9673/10000 (96.73%), error:      1097.65381, best error:      1052.79761 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.2535476685s, input_fired_time: 1.0623468161, output_fired_time: 0.9578380585, propagate_forward_time: 30.7227993011, propagate_backward_time: 46.7510337830, weight_update_time: 0.1287624985, other_time: 2.7595252991
epoch time: 6.6468443871s, input_fired_time: 0.1315111965, output_fired_time: 0.0000000000, propagate_forward_time: 6.0332422256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820909500
validation[          , genome  4794] predictions:    9628/  10000 (96.28%), best:    9673/10000 (96.73%), error:      1219.51318, best error:      1052.79761 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 82.1065902710s, input_fired_time: 1.0604308844, output_fired_time: 0.9498485923, propagate_forward_time: 30.6642646790, propagate_backward_time: 46.6599121094, weight_update_time: 0.1290964633, other_time: 2.7721290588
epoch time: 6.6728138924s, input_fired_time: 0.1372476071, output_fired_time: 0.0000000000, propagate_forward_time: 6.0395479202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960184097
validation[          , genome  4794] predictions:    9678/  10000 (96.78%), best:    9673/10000 (96.73%), error:      1053.24023, best error:      1052.79761 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 80.8395080566s, input_fired_time: 1.0793937445, output_fired_time: 0.9357333183, propagate_forward_time: 30.1843242645, propagate_backward_time: 45.8518867493, weight_update_time: 0.1306693852, other_time: 2.7881736755
epoch time: 6.7466974258s, input_fired_time: 0.1341077834, output_fired_time: 0.0000000000, propagate_forward_time: 6.1284284592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841613770
validation[          , genome  4794] predictions:    9698/  10000 (96.98%), best:    9673/10000 (96.73%), error:      1059.05286, best error:      1052.79761 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 83.1917648315s, input_fired_time: 1.0806021690, output_fired_time: 0.9632318616, propagate_forward_time: 31.0697708130, propagate_backward_time: 47.2130393982, weight_update_time: 0.1366165429, other_time: 2.8651161194
epoch time: 6.7031717300s, input_fired_time: 0.1352062970, output_fired_time: 0.0000000000, propagate_forward_time: 6.0741634369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938020706
validation[          , genome  4794] predictions:    9665/  10000 (96.65%), best:    9673/10000 (96.73%), error:      1103.62988, best error:      1052.79761 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.8105010986s, input_fired_time: 1.0692843199, output_fired_time: 0.9312644005, propagate_forward_time: 30.1613674164, propagate_backward_time: 45.8382110596, weight_update_time: 0.1310158521, other_time: 2.8103713989
epoch time: 6.7115759850s, input_fired_time: 0.1396436989, output_fired_time: 0.0000000000, propagate_forward_time: 6.0825977325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893345833
validation[          , genome  4794] predictions:    9658/  10000 (96.58%), best:    9673/10000 (96.73%), error:      1146.29187, best error:      1052.79761 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 82.2753295898s, input_fired_time: 1.0800549984, output_fired_time: 0.9447718859, propagate_forward_time: 30.7257347107, propagate_backward_time: 46.6848449707, weight_update_time: 0.1347641945, other_time: 2.8399238586
epoch time: 6.7899274826s, input_fired_time: 0.1383292973, output_fired_time: 0.0000000000, propagate_forward_time: 6.1594138145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921841621
validation[          , genome  4794] predictions:    9598/  10000 (95.98%), best:    9673/10000 (96.73%), error:      1335.99976, best error:      1052.79761 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.3114776611s, input_fired_time: 1.0772999525, output_fired_time: 0.9504463673, propagate_forward_time: 30.2968826294, propagate_backward_time: 46.1963958740, weight_update_time: 0.1297192723, other_time: 2.7904510498
epoch time: 6.7291440964s, input_fired_time: 0.1372267455, output_fired_time: 0.0000000000, propagate_forward_time: 6.0987911224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931263924
validation[          , genome  4794] predictions:    9670/  10000 (96.70%), best:    9673/10000 (96.73%), error:      1106.04578, best error:      1052.79761 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.3167648315s, input_fired_time: 1.0746303797, output_fired_time: 0.9409466386, propagate_forward_time: 30.3916339874, propagate_backward_time: 46.0930480957, weight_update_time: 0.1302356869, other_time: 2.8165054321
epoch time: 6.6672215462s, input_fired_time: 0.1332728267, output_fired_time: 0.0000000000, propagate_forward_time: 6.0488796234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850692749
validation[          , genome  4794] predictions:    9652/  10000 (96.52%), best:    9673/10000 (96.73%), error:      1170.23999, best error:      1052.79761 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.2427215576s, input_fired_time: 1.0648869276, output_fired_time: 0.9359989762, propagate_forward_time: 30.3106327057, propagate_backward_time: 46.1176719666, weight_update_time: 0.1321332455, other_time: 2.8135337830
epoch time: 6.6322951317s, input_fired_time: 0.1384048909, output_fired_time: 0.0000000000, propagate_forward_time: 6.0099949837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838953018
validation[          , genome  4794] predictions:    9682/  10000 (96.82%), best:    9673/10000 (96.73%), error:      1067.69067, best error:      1052.79761 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.2031402588s, input_fired_time: 1.0639959574, output_fired_time: 0.9361690283, propagate_forward_time: 30.3083286285, propagate_backward_time: 46.0646705627, weight_update_time: 0.1314313859, other_time: 2.8299751282
epoch time: 6.9899110794s, input_fired_time: 0.1429025680, output_fired_time: 0.0000000000, propagate_forward_time: 6.3289322853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180764198
validation[          , genome  4794] predictions:    9672/  10000 (96.72%), best:    9673/10000 (96.73%), error:      1081.43799, best error:      1052.79761 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.8808441162s, input_fired_time: 1.0700279474, output_fired_time: 0.9364435673, propagate_forward_time: 30.1875648499, propagate_backward_time: 45.8840599060, weight_update_time: 0.1304013580, other_time: 2.8027420044
epoch time: 6.6605715752s, input_fired_time: 0.1370892376, output_fired_time: 0.0000000000, propagate_forward_time: 6.0352945328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881877899
validation[          , genome  4794] predictions:    9674/  10000 (96.74%), best:    9673/10000 (96.73%), error:      1081.65027, best error:      1052.79761 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.4110260010s, input_fired_time: 1.0848890543, output_fired_time: 0.9517222643, propagate_forward_time: 30.3456192017, propagate_backward_time: 46.1381301880, weight_update_time: 0.1307303309, other_time: 2.8906631470
epoch time: 6.6763353348s, input_fired_time: 0.1383947134, output_fired_time: 0.0000000000, propagate_forward_time: 6.0492162704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887242317
validation[          , genome  4794] predictions:    9672/  10000 (96.72%), best:    9673/10000 (96.73%), error:      1121.88184, best error:      1052.79761 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.2498855591s, input_fired_time: 1.0619444847, output_fired_time: 0.9329501390, propagate_forward_time: 30.3467464447, propagate_backward_time: 46.1578979492, weight_update_time: 0.1288260520, other_time: 2.7503433228
epoch time: 6.4601597786s, input_fired_time: 0.1369295269, output_fired_time: 0.0000000000, propagate_forward_time: 5.8333511353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898791313
validation[          , genome  4794] predictions:    9663/  10000 (96.63%), best:    9673/10000 (96.73%), error:      1105.66443, best error:      1052.79761 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.5311737061s, input_fired_time: 1.0591918230, output_fired_time: 0.9423341751, propagate_forward_time: 30.4797134399, propagate_backward_time: 46.2921752930, weight_update_time: 0.1283476055, other_time: 2.7577590942
epoch time: 6.6790165901s, input_fired_time: 0.1373846829, output_fired_time: 0.0000000000, propagate_forward_time: 6.0491118431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925198555
validation[          , genome  4794] predictions:    9672/  10000 (96.72%), best:    9673/10000 (96.73%), error:      1080.22974, best error:      1052.79761 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 82.0528488159s, input_fired_time: 1.0714740753, output_fired_time: 0.9501212239, propagate_forward_time: 30.6092205048, propagate_backward_time: 46.5969924927, weight_update_time: 0.1290652007, other_time: 2.8250427246
epoch time: 6.7969021797s, input_fired_time: 0.1398485899, output_fired_time: 0.0000000000, propagate_forward_time: 6.1599240303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971294403
validation[          , genome  4794] predictions:    9660/  10000 (96.60%), best:    9673/10000 (96.73%), error:      1121.05774, best error:      1052.79761 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.1151046753s, input_fired_time: 1.0786107779, output_fired_time: 0.9387555718, propagate_forward_time: 30.2660808563, propagate_backward_time: 45.9949989319, weight_update_time: 0.1308045536, other_time: 2.8366508484
epoch time: 6.6336984634s, input_fired_time: 0.1351815313, output_fired_time: 0.0000000000, propagate_forward_time: 6.0236434937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748735428
validation[          , genome  4794] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1049.69727, best error:      1049.69727 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.1366882324s, input_fired_time: 1.0722888708, output_fired_time: 0.9383854270, propagate_forward_time: 30.2763805389, propagate_backward_time: 46.0481834412, weight_update_time: 0.1296264678, other_time: 2.8014488220
epoch time: 6.7098503113s, input_fired_time: 0.1351475120, output_fired_time: 0.0000000000, propagate_forward_time: 6.0832147598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914879799
validation[          , genome  4794] predictions:    9578/  10000 (95.78%), best:    9684/10000 (96.84%), error:      1377.21313, best error:      1049.69727 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 82.2680740356s, input_fired_time: 1.0545400381, output_fired_time: 0.9383251667, propagate_forward_time: 30.7687454224, propagate_backward_time: 46.7026672363, weight_update_time: 0.1337032020, other_time: 2.8037948608
epoch time: 6.6934404373s, input_fired_time: 0.1433581114, output_fired_time: 0.0000000000, propagate_forward_time: 6.0517730713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983091354
validation[          , genome  4794] predictions:    9639/  10000 (96.39%), best:    9684/10000 (96.84%), error:      1230.67114, best error:      1049.69727 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 80.9885330200s, input_fired_time: 1.0748887062, output_fired_time: 0.9296607971, propagate_forward_time: 30.1626377106, propagate_backward_time: 45.9709053040, weight_update_time: 0.1302043796, other_time: 2.8504371643
epoch time: 6.6653223038s, input_fired_time: 0.1388702840, output_fired_time: 0.0000000000, propagate_forward_time: 6.0382046700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882473946
validation[          , genome  4794] predictions:    9642/  10000 (96.42%), best:    9684/10000 (96.84%), error:      1197.60706, best error:      1049.69727 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.1232833862s, input_fired_time: 1.0666984320, output_fired_time: 0.9372491241, propagate_forward_time: 30.2581501007, propagate_backward_time: 46.0744438171, weight_update_time: 0.1290042102, other_time: 2.7867469788
epoch time: 6.8018927574s, input_fired_time: 0.1370597184, output_fired_time: 0.0000000000, propagate_forward_time: 6.1647291183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001039505
validation[          , genome  4794] predictions:    9667/  10000 (96.67%), best:    9684/10000 (96.84%), error:      1144.54236, best error:      1049.69727 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.2146987915s, input_fired_time: 1.0791974068, output_fired_time: 0.9326544404, propagate_forward_time: 30.3323287964, propagate_backward_time: 46.0951347351, weight_update_time: 0.1294716746, other_time: 2.7753791809
epoch time: 6.7489824295s, input_fired_time: 0.1376886815, output_fired_time: 0.0000000000, propagate_forward_time: 6.1001091003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111846924
validation[          , genome  4794] predictions:    9679/  10000 (96.79%), best:    9684/10000 (96.84%), error:      1092.53479, best error:      1049.69727 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 81.1340179443s, input_fired_time: 1.0742363930, output_fired_time: 0.9318244457, propagate_forward_time: 30.2333221436, propagate_backward_time: 46.1286849976, weight_update_time: 0.1284580976, other_time: 2.7659530640
epoch time: 6.9638915062s, input_fired_time: 0.1439430118, output_fired_time: 0.0000000000, propagate_forward_time: 6.3220562935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978923798
validation[          , genome  4794] predictions:    9701/  10000 (97.01%), best:    9684/10000 (96.84%), error:      1071.62476, best error:      1049.69727 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 80.5052795410s, input_fired_time: 1.0712441206, output_fired_time: 0.9277799129, propagate_forward_time: 30.0298995972, propagate_backward_time: 45.6774139404, weight_update_time: 0.1296139657, other_time: 2.7989425659
epoch time: 7.0099563599s, input_fired_time: 0.1454287916, output_fired_time: 0.0000000000, propagate_forward_time: 6.3360209465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285067558
validation[          , genome  4794] predictions:    9677/  10000 (96.77%), best:    9684/10000 (96.84%), error:      1070.57593, best error:      1049.69727 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.1910018921s, input_fired_time: 1.0779781342, output_fired_time: 0.9364060163, propagate_forward_time: 30.2441196442, propagate_backward_time: 46.1261329651, weight_update_time: 0.1303348839, other_time: 2.8063621521
epoch time: 6.6643385887s, input_fired_time: 0.1366494745, output_fired_time: 0.0000000000, propagate_forward_time: 6.0455188751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821701050
validation[          , genome  4794] predictions:    9646/  10000 (96.46%), best:    9684/10000 (96.84%), error:      1207.34607, best error:      1049.69727 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.6948013306s, input_fired_time: 1.0807108879, output_fired_time: 0.9572756886, propagate_forward_time: 30.4813175201, propagate_backward_time: 46.3414001465, weight_update_time: 0.1343846470, other_time: 2.8340988159
epoch time: 6.7298154831s, input_fired_time: 0.1398789287, output_fired_time: 0.0000000000, propagate_forward_time: 6.0820508003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078859329
validation[          , genome  4794] predictions:    9667/  10000 (96.67%), best:    9684/10000 (96.84%), error:      1119.16382, best error:      1049.69727 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.8061828613s, input_fired_time: 1.0939284563, output_fired_time: 0.9290484786, propagate_forward_time: 30.5984268188, propagate_backward_time: 46.4032707214, weight_update_time: 0.1333926767, other_time: 2.7815132141
epoch time: 6.6746354103s, input_fired_time: 0.1382891834, output_fired_time: 0.0000000000, propagate_forward_time: 6.0518603325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844861031
validation[          , genome  4794] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1017.49329, best error:      1017.49329 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.4677505493s, input_fired_time: 1.0945014954, output_fired_time: 0.9441370964, propagate_forward_time: 30.3972988129, propagate_backward_time: 46.2459297180, weight_update_time: 0.1352430880, other_time: 2.7858772278
epoch time: 6.6704216003s, input_fired_time: 0.1381002963, output_fired_time: 0.0000000000, propagate_forward_time: 6.0571875572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751338959
validation[          , genome  4794] predictions:    9687/  10000 (96.87%), best:    9681/10000 (96.81%), error:      1020.50824, best error:      1017.49329 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.9727859497s, input_fired_time: 1.0862480402, output_fired_time: 0.9425125122, propagate_forward_time: 30.2153720856, propagate_backward_time: 45.9251976013, weight_update_time: 0.1296146959, other_time: 2.8034553528
epoch time: 6.7122983932s, input_fired_time: 0.1350384206, output_fired_time: 0.0000000000, propagate_forward_time: 6.0782833099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989767075
validation[          , genome  4794] predictions:    9625/  10000 (96.25%), best:    9681/10000 (96.81%), error:      1221.13245, best error:      1017.49329 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.3489074707s, input_fired_time: 1.0715016127, output_fired_time: 0.9486778975, propagate_forward_time: 30.3934326172, propagate_backward_time: 46.1874084473, weight_update_time: 0.1284150928, other_time: 2.7478866577
epoch time: 6.7382931709s, input_fired_time: 0.1385033876, output_fired_time: 0.0000000000, propagate_forward_time: 6.1112713814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885182381
validation[          , genome  4794] predictions:    9635/  10000 (96.35%), best:    9681/10000 (96.81%), error:      1205.35254, best error:      1017.49329 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 80.9837112427s, input_fired_time: 1.0718574524, output_fired_time: 0.9320569038, propagate_forward_time: 30.1827144623, propagate_backward_time: 46.0303840637, weight_update_time: 0.1296283603, other_time: 2.7666893005
epoch time: 6.9231719971s, input_fired_time: 0.1383136511, output_fired_time: 0.0000000000, propagate_forward_time: 6.2823100090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025482178
validation[          , genome  4794] predictions:    9662/  10000 (96.62%), best:    9681/10000 (96.81%), error:      1116.69800, best error:      1017.49329 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.4029541016s, input_fired_time: 1.0705536604, output_fired_time: 0.9413651824, propagate_forward_time: 30.3546390533, propagate_backward_time: 46.2925720215, weight_update_time: 0.1338208020, other_time: 2.7438201904
epoch time: 6.6838340759s, input_fired_time: 0.1366416961, output_fired_time: 0.0000000000, propagate_forward_time: 6.0722961426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748964310
validation[          , genome  4794] predictions:    9632/  10000 (96.32%), best:    9681/10000 (96.81%), error:      1219.44116, best error:      1017.49329 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 82.5333328247s, input_fired_time: 1.0749726295, output_fired_time: 0.9452799559, propagate_forward_time: 30.8606758118, propagate_backward_time: 46.8356857300, weight_update_time: 0.1292520761, other_time: 2.8167152405
epoch time: 6.7076091766s, input_fired_time: 0.1404667050, output_fired_time: 0.0000000000, propagate_forward_time: 6.0764474869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906949997
validation[          , genome  4794] predictions:    9690/  10000 (96.90%), best:    9681/10000 (96.81%), error:      1039.12378, best error:      1017.49329 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.1141281128s, input_fired_time: 1.0851651430, output_fired_time: 0.9353180528, propagate_forward_time: 30.2724418640, propagate_backward_time: 46.0249900818, weight_update_time: 0.1303453445, other_time: 2.7962112427
epoch time: 6.6520028114s, input_fired_time: 0.1400777996, output_fired_time: 0.0000000000, propagate_forward_time: 6.0271992683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847259521
validation[          , genome  4794] predictions:    9644/  10000 (96.44%), best:    9681/10000 (96.81%), error:      1214.13513, best error:      1017.49329 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.2930831909s, input_fired_time: 1.0777854919, output_fired_time: 0.9338372350, propagate_forward_time: 30.2885074615, propagate_backward_time: 46.2021903992, weight_update_time: 0.1290226877, other_time: 2.7907676697
epoch time: 6.8016133308s, input_fired_time: 0.1421709806, output_fired_time: 0.0000000000, propagate_forward_time: 6.1682281494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912142754
validation[          , genome  4794] predictions:    9668/  10000 (96.68%), best:    9681/10000 (96.81%), error:      1105.39160, best error:      1017.49329 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.7512512207s, input_fired_time: 1.0842272043, output_fired_time: 0.9261309505, propagate_forward_time: 30.1395359039, propagate_backward_time: 45.8335571289, weight_update_time: 0.1287475675, other_time: 2.7677993774
epoch time: 7.0304584503s, input_fired_time: 0.1558075994, output_fired_time: 0.0000000000, propagate_forward_time: 6.3643360138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103149414
validation[          , genome  4794] predictions:    9670/  10000 (96.70%), best:    9681/10000 (96.81%), error:      1100.87036, best error:      1017.49329 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.5561676025s, input_fired_time: 1.0991327763, output_fired_time: 0.9292635918, propagate_forward_time: 30.5094318390, propagate_backward_time: 46.2179718018, weight_update_time: 0.1293806583, other_time: 2.8003692627
epoch time: 6.6461944580s, input_fired_time: 0.1399677992, output_fired_time: 0.0000000000, propagate_forward_time: 6.0178356171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883909225
validation[          , genome  4794] predictions:    9651/  10000 (96.51%), best:    9681/10000 (96.81%), error:      1149.09045, best error:      1017.49329 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 81.3344421387s, input_fired_time: 1.0790439844, output_fired_time: 0.9296628237, propagate_forward_time: 30.3770408630, propagate_backward_time: 46.1560287476, weight_update_time: 0.1375006288, other_time: 2.7926673889
epoch time: 6.6236653328s, input_fired_time: 0.1383312792, output_fired_time: 0.0000000000, propagate_forward_time: 6.0026092529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827246666
validation[          , genome  4794] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:      1004.04199, best error:      1004.04199 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.1738281250s, input_fired_time: 1.0659638643, output_fired_time: 0.9302950501, propagate_forward_time: 30.3144607544, propagate_backward_time: 46.1163101196, weight_update_time: 0.1288474053, other_time: 2.7467956543
epoch time: 6.7665863037s, input_fired_time: 0.1373768598, output_fired_time: 0.0000000000, propagate_forward_time: 6.1374869347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917225838
validation[          , genome  4794] predictions:    9621/  10000 (96.21%), best:    9707/10000 (97.07%), error:      1246.30493, best error:      1004.04199 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 82.4303894043s, input_fired_time: 1.0770639181, output_fired_time: 0.9554548264, propagate_forward_time: 30.7909584045, propagate_backward_time: 46.7222595215, weight_update_time: 0.1423648298, other_time: 2.8846549988
epoch time: 6.7668538094s, input_fired_time: 0.1398972124, output_fired_time: 0.0000000000, propagate_forward_time: 6.1287894249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981670380
validation[          , genome  4794] predictions:    9690/  10000 (96.90%), best:    9707/10000 (97.07%), error:      1061.12817, best error:      1004.04199 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.2960510254s, input_fired_time: 1.0723819733, output_fired_time: 0.9368363023, propagate_forward_time: 30.4039077759, propagate_backward_time: 46.1036262512, weight_update_time: 0.1294884682, other_time: 2.7793006897
epoch time: 6.7952437401s, input_fired_time: 0.1497332752, output_fired_time: 0.0000000000, propagate_forward_time: 6.1516728401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938378334
validation[          , genome  4794] predictions:    9687/  10000 (96.87%), best:    9707/10000 (97.07%), error:      1046.86755, best error:      1004.04199 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.8840484619s, input_fired_time: 1.0725235939, output_fired_time: 0.9390739799, propagate_forward_time: 30.5935363770, propagate_backward_time: 46.5299263000, weight_update_time: 0.1289379597, other_time: 2.7489891052
epoch time: 6.5550622940s, input_fired_time: 0.1396723092, output_fired_time: 0.0000000000, propagate_forward_time: 5.9296746254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857153893
validation[          , genome  4794] predictions:    9652/  10000 (96.52%), best:    9707/10000 (97.07%), error:      1151.01062, best error:      1004.04199 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.5638198853s, input_fired_time: 1.0726555586, output_fired_time: 0.9399991632, propagate_forward_time: 30.4689960480, propagate_backward_time: 46.3698921204, weight_update_time: 0.1279827654, other_time: 2.7122764587
epoch time: 6.7150888443s, input_fired_time: 0.1447386146, output_fired_time: 0.0000000000, propagate_forward_time: 6.0792822838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910678864
validation[          , genome  4794] predictions:    9628/  10000 (96.28%), best:    9707/10000 (97.07%), error:      1200.66748, best error:      1004.04199 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.9876098633s, input_fired_time: 1.0818965435, output_fired_time: 0.9304497838, propagate_forward_time: 30.2435646057, propagate_backward_time: 45.9300918579, weight_update_time: 0.1300136596, other_time: 2.8016090393
epoch time: 6.6824703217s, input_fired_time: 0.1376406997, output_fired_time: 0.0000000000, propagate_forward_time: 6.0658850670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789447784
validation[          , genome  4794] predictions:    9636/  10000 (96.36%), best:    9707/10000 (97.07%), error:      1181.59363, best error:      1004.04199 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.1959762573s, input_fired_time: 1.0767236948, output_fired_time: 0.9253967404, propagate_forward_time: 30.3608951569, propagate_backward_time: 46.0559272766, weight_update_time: 0.1296838522, other_time: 2.7770347595
epoch time: 6.5918126106s, input_fired_time: 0.1408777535, output_fired_time: 0.0000000000, propagate_forward_time: 5.9681992531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827356339
validation[          , genome  4794] predictions:    9699/  10000 (96.99%), best:    9707/10000 (97.07%), error:      1010.44867, best error:      1004.04199 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.0264358521s, input_fired_time: 1.0864547491, output_fired_time: 0.9270637631, propagate_forward_time: 30.2726306915, propagate_backward_time: 45.9057579041, weight_update_time: 0.1307518184, other_time: 2.8345298767
epoch time: 6.7664828300s, input_fired_time: 0.1445188075, output_fired_time: 0.0000000000, propagate_forward_time: 6.1244983673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974656105
validation[          , genome  4794] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1081.49011, best error:      1004.04199 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.4969482422s, input_fired_time: 1.0867197514, output_fired_time: 0.9446266294, propagate_forward_time: 30.4807624817, propagate_backward_time: 46.1786499023, weight_update_time: 0.1350468993, other_time: 2.8061866760
epoch time: 6.6799225807s, input_fired_time: 0.1401129067, output_fired_time: 0.0000000000, propagate_forward_time: 6.0363454819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034642220
validation[          , genome  4794] predictions:    9684/  10000 (96.84%), best:    9707/10000 (97.07%), error:      1080.36145, best error:      1004.04199 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.3655395508s, input_fired_time: 1.0846254826, output_fired_time: 0.9463135004, propagate_forward_time: 30.3751182556, propagate_backward_time: 46.1795692444, weight_update_time: 0.1356767714, other_time: 2.7799148560
epoch time: 6.7549314499s, input_fired_time: 0.1443231851, output_fired_time: 0.0000000000, propagate_forward_time: 6.1144332886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961748123
validation[          , genome  4794] predictions:    9670/  10000 (96.70%), best:    9707/10000 (97.07%), error:      1108.18030, best error:      1004.04199 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.1006698608s, input_fired_time: 1.0872114897, output_fired_time: 0.9336734414, propagate_forward_time: 30.2474098206, propagate_backward_time: 46.0114059448, weight_update_time: 0.1301434934, other_time: 2.8209724426
epoch time: 6.6677851677s, input_fired_time: 0.1382905096, output_fired_time: 0.0000000000, propagate_forward_time: 6.0481920242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813027382
validation[          , genome  4794] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1110.73621, best error:      1004.04199 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.3383712769s, input_fired_time: 1.0765914917, output_fired_time: 0.9287741184, propagate_forward_time: 30.3463973999, propagate_backward_time: 46.1796264648, weight_update_time: 0.1302923709, other_time: 2.8069839478
epoch time: 6.6084041595s, input_fired_time: 0.1351654232, output_fired_time: 0.0000000000, propagate_forward_time: 5.9771842957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960546494
validation[          , genome  4794] predictions:    9671/  10000 (96.71%), best:    9707/10000 (97.07%), error:      1130.97766, best error:      1004.04199 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.3993072510s, input_fired_time: 1.0799229145, output_fired_time: 0.9490827918, propagate_forward_time: 30.3915081024, propagate_backward_time: 46.1795768738, weight_update_time: 0.1457225978, other_time: 2.7992134094
epoch time: 6.7006344795s, input_fired_time: 0.1401316077, output_fired_time: 0.0000000000, propagate_forward_time: 6.0696301460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908728600
validation[          , genome  4794] predictions:    9698/  10000 (96.98%), best:    9707/10000 (97.07%), error:      1022.01123, best error:      1004.04199 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 81.4142379761s, input_fired_time: 1.0844585896, output_fired_time: 0.9321370125, propagate_forward_time: 30.3649730682, propagate_backward_time: 46.2872772217, weight_update_time: 0.1284194142, other_time: 2.7453918457
epoch time: 6.6496849060s, input_fired_time: 0.1408221275, output_fired_time: 0.0000000000, propagate_forward_time: 6.0227403641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861226082
validation[          , genome  4794] predictions:    9668/  10000 (96.68%), best:    9707/10000 (97.07%), error:      1132.95935, best error:      1004.04199 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 82.1503372192s, input_fired_time: 1.1118046045, output_fired_time: 0.9401649833, propagate_forward_time: 30.5804977417, propagate_backward_time: 46.6703872681, weight_update_time: 0.1308193803, other_time: 2.8474884033
epoch time: 6.9061255455s, input_fired_time: 0.1442614794, output_fired_time: 0.0000000000, propagate_forward_time: 6.2337670326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280971527
validation[          , genome  4794] predictions:    9593/  10000 (95.93%), best:    9707/10000 (97.07%), error:      1331.64502, best error:      1004.04199 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.3496704102s, input_fired_time: 1.0892070532, output_fired_time: 0.9447489977, propagate_forward_time: 30.3416805267, propagate_backward_time: 46.1404304504, weight_update_time: 0.1309904754, other_time: 2.8335990906
epoch time: 6.7537274361s, input_fired_time: 0.1423785985, output_fired_time: 0.0000000000, propagate_forward_time: 6.1233258247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880228043
validation[          , genome  4794] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1087.20764, best error:      1004.04199 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.8050155640s, input_fired_time: 1.0690705776, output_fired_time: 0.9412307143, propagate_forward_time: 30.5465698242, propagate_backward_time: 46.4656105042, weight_update_time: 0.1307415515, other_time: 2.7825355530
epoch time: 6.6527214050s, input_fired_time: 0.1384337097, output_fired_time: 0.0000000000, propagate_forward_time: 6.0356607437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786267281
validation[          , genome  4794] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1122.23938, best error:      1004.04199 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.9684448242s, input_fired_time: 1.0883264542, output_fired_time: 0.9259188175, propagate_forward_time: 30.2104148865, propagate_backward_time: 45.9297866821, weight_update_time: 0.1305314600, other_time: 2.8139991760
epoch time: 6.6919903755s, input_fired_time: 0.1405149847, output_fired_time: 0.0000000000, propagate_forward_time: 6.0658755302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855999947
validation[          , genome  4794] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1165.11121, best error:      1004.04199 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.3942718506s, input_fired_time: 1.0814915895, output_fired_time: 0.9367907047, propagate_forward_time: 30.4216003418, propagate_backward_time: 46.1467552185, weight_update_time: 0.1294911802, other_time: 2.8076362610
epoch time: 6.6359028816s, input_fired_time: 0.1402560174, output_fired_time: 0.0000000000, propagate_forward_time: 6.0077567101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878902435
validation[          , genome  4794] predictions:    9679/  10000 (96.79%), best:    9707/10000 (97.07%), error:      1093.96021, best error:      1004.04199 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.0281524658s, input_fired_time: 1.0909978151, output_fired_time: 0.9343070984, propagate_forward_time: 30.2551822662, propagate_backward_time: 45.9639892578, weight_update_time: 0.1294563860, other_time: 2.7836837769
epoch time: 6.5920915604s, input_fired_time: 0.1367431879, output_fired_time: 0.0000000000, propagate_forward_time: 5.9861516953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691967964
validation[          , genome  4794] predictions:    9659/  10000 (96.59%), best:    9707/10000 (97.07%), error:      1174.38818, best error:      1004.04199 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.1878204346s, input_fired_time: 1.0832006931, output_fired_time: 0.9388315678, propagate_forward_time: 30.2806072235, propagate_backward_time: 46.0826530457, weight_update_time: 0.1303727478, other_time: 2.8025245667
epoch time: 6.8903017044s, input_fired_time: 0.1462125480, output_fired_time: 0.0000000000, propagate_forward_time: 6.2355251312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085639954
validation[          , genome  4794] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1074.62854, best error:      1004.04199 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 82.7927398682s, input_fired_time: 1.1011017561, output_fired_time: 0.9427244663, propagate_forward_time: 30.9436836243, propagate_backward_time: 46.9696578979, weight_update_time: 0.1357081681, other_time: 2.8355674744
epoch time: 6.9413542747s, input_fired_time: 0.1511576921, output_fired_time: 0.0000000000, propagate_forward_time: 6.2932324409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969639778
validation[          , genome  4794] predictions:    9661/  10000 (96.61%), best:    9707/10000 (97.07%), error:      1161.60144, best error:      1004.04199 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 81.5233459473s, input_fired_time: 1.0846176147, output_fired_time: 0.9319677353, propagate_forward_time: 30.4632167816, propagate_backward_time: 46.2441558838, weight_update_time: 0.1356908977, other_time: 2.7993850708
epoch time: 6.6898317337s, input_fired_time: 0.1380550414, output_fired_time: 0.0000000000, propagate_forward_time: 6.0575780869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941987991
validation[          , genome  4794] predictions:    9681/  10000 (96.81%), best:    9707/10000 (97.07%), error:      1108.19360, best error:      1004.04199 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.5615158081s, input_fired_time: 1.0814592838, output_fired_time: 0.9394479394, propagate_forward_time: 30.4640045166, propagate_backward_time: 46.3208732605, weight_update_time: 0.1406939626, other_time: 2.7557334900
epoch time: 6.7321043015s, input_fired_time: 0.1396649033, output_fired_time: 0.0000000000, propagate_forward_time: 6.1102161407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822230339
validation[          , genome  4794] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1093.63782, best error:      1004.04199 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.6816329956s, input_fired_time: 1.0987038612, output_fired_time: 0.9316337109, propagate_forward_time: 30.5006637573, propagate_backward_time: 46.3828887939, weight_update_time: 0.1294495165, other_time: 2.7677459717
epoch time: 6.8492469788s, input_fired_time: 0.1469147056, output_fired_time: 0.0000000000, propagate_forward_time: 6.2098770142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924554825
validation[          , genome  4794] predictions:    9682/  10000 (96.82%), best:    9707/10000 (97.07%), error:      1038.73047, best error:      1004.04199 on epoch:    75, 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: 33.6097106934s, input_fired_time: 0.7004814148, output_fired_time: 0.0000000000, propagate_forward_time: 30.3257694244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5834598541
best training[          , genome  4794] predictions:   49325/  50000 (98.65%), best:    9707/10000 (97.07%), error:      2601.37305, best error:      1004.04199 on epoch:    75, 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: 6.6810631752s, input_fired_time: 0.1377617568, output_fired_time: 0.0000000000, propagate_forward_time: 6.0607414246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825601578
   testing[          , genome  4794] predictions:    9748/  10000 (97.48%), best:    9707/10000 (97.07%), error:       872.75037, best error:      1004.04199 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:32:25 (7156): called boinc_finish(0)

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