Nameexact_genome_1512568488_41_5403_0
Workunit2598315
Created7 Dec 2017, 14:42:14 UTC
Sent7 Dec 2017, 14:43:49 UTC
Report deadline13 Dec 2017, 1:05:46 UTC
Received7 Dec 2017, 21:54:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 31 min 9 sec
CPU time1 hours 31 min 3 sec
Validate stateValid
Credit1,357.98
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.06 MB
Peak swap size151.93 MB
Peak disk usage1.00 MB

Stderr output

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

epoch time: 49.4381561279s, input_fired_time: 0.8009198308, output_fired_time: 0.5242663026, propagate_forward_time: 18.3459453583, propagate_backward_time: 28.1295337677, weight_update_time: 0.0618945137, other_time: 1.6374931335
epoch time: 4.0297913551s, input_fired_time: 0.0825214833, output_fired_time: 0.0000000000, propagate_forward_time: 3.6582012177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890686989
validation[          , genome  5403] predictions:    9552/  10000 (95.52%), best:    9588/10000 (95.88%), error:      1491.28369, best error:      1421.88013 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 49.3217544556s, input_fired_time: 0.8017271161, output_fired_time: 0.5188446045, propagate_forward_time: 18.3049507141, propagate_backward_time: 28.0715599060, weight_update_time: 0.0618559942, other_time: 1.6246719360
epoch time: 4.0298137665s, input_fired_time: 0.0832015574, output_fired_time: 0.0000000000, propagate_forward_time: 3.6583671570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882449627
validation[          , genome  5403] predictions:    9541/  10000 (95.41%), best:    9588/10000 (95.88%), error:      1540.98926, best error:      1421.88013 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 49.2931594849s, input_fired_time: 0.7991207242, output_fired_time: 0.5202500820, propagate_forward_time: 18.3006057739, propagate_backward_time: 28.0725498199, weight_update_time: 0.0613518432, other_time: 1.6006336212
epoch time: 4.0215682983s, input_fired_time: 0.0818153247, output_fired_time: 0.0000000000, propagate_forward_time: 3.6561114788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836415768
validation[          , genome  5403] predictions:    9579/  10000 (95.79%), best:    9588/10000 (95.88%), error:      1429.55493, best error:      1421.88013 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.2326087952s, input_fired_time: 0.7991760373, output_fired_time: 0.5152793527, propagate_forward_time: 18.2980480194, propagate_backward_time: 28.0077037811, weight_update_time: 0.0617259108, other_time: 1.6124038696
epoch time: 4.0294051170s, input_fired_time: 0.0827703103, output_fired_time: 0.0000000000, propagate_forward_time: 3.6586894989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879452705
validation[          , genome  5403] predictions:    9532/  10000 (95.32%), best:    9588/10000 (95.88%), error:      1671.72913, best error:      1421.88013 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 49.3192214966s, input_fired_time: 0.8038150668, output_fired_time: 0.5169891119, propagate_forward_time: 18.3347415924, propagate_backward_time: 28.0354251862, weight_update_time: 0.0618817769, other_time: 1.6282501221
epoch time: 4.0301423073s, input_fired_time: 0.0829653442, output_fired_time: 0.0000000000, propagate_forward_time: 3.6585376263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886393070
validation[          , genome  5403] predictions:    9541/  10000 (95.41%), best:    9588/10000 (95.88%), error:      1550.18433, best error:      1421.88013 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 49.4572143555s, input_fired_time: 0.8048829436, output_fired_time: 0.5237415433, propagate_forward_time: 18.3611774445, propagate_backward_time: 28.1350727081, weight_update_time: 0.0620405637, other_time: 1.6323394775
epoch time: 4.0963225365s, input_fired_time: 0.0836986452, output_fired_time: 0.0000000000, propagate_forward_time: 3.7199163437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927074432
validation[          , genome  5403] predictions:    9581/  10000 (95.81%), best:    9588/10000 (95.88%), error:      1437.46973, best error:      1421.88013 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.4877891541s, input_fired_time: 0.8052954078, output_fired_time: 0.5260763168, propagate_forward_time: 18.4109821320, propagate_backward_time: 28.1106872559, weight_update_time: 0.0621272400, other_time: 1.6347484589
epoch time: 4.0664668083s, input_fired_time: 0.0834797621, output_fired_time: 0.0000000000, propagate_forward_time: 3.6927757263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902112007
validation[          , genome  5403] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1421.37939, best error:      1421.37939 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.0992317200s, input_fired_time: 0.8302588463, output_fired_time: 0.5388402343, propagate_forward_time: 18.9970130920, propagate_backward_time: 28.9672641754, weight_update_time: 0.0656576157, other_time: 1.7658557892
epoch time: 4.0809483528s, input_fired_time: 0.0870986208, output_fired_time: 0.0000000000, propagate_forward_time: 3.6900129318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038368225
validation[          , genome  5403] predictions:    9560/  10000 (95.60%), best:    9585/10000 (95.85%), error:      1431.09363, best error:      1421.37939 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 49.6366844177s, input_fired_time: 0.8229324818, output_fired_time: 0.5233525038, propagate_forward_time: 18.3798141479, propagate_backward_time: 28.0916385651, weight_update_time: 0.0669827610, other_time: 1.8189449310
epoch time: 4.7866959572s, input_fired_time: 0.0963214338, output_fired_time: 0.0000000000, propagate_forward_time: 4.3469099998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434643745
validation[          , genome  5403] predictions:    9573/  10000 (95.73%), best:    9585/10000 (95.85%), error:      1437.96167, best error:      1421.37939 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 50.1665916443s, input_fired_time: 0.8234117627, output_fired_time: 0.5323520303, propagate_forward_time: 18.6189460754, propagate_backward_time: 28.3909664154, weight_update_time: 0.0665523484, other_time: 1.8009166718
epoch time: 4.0892181396s, input_fired_time: 0.0862196609, output_fired_time: 0.0000000000, propagate_forward_time: 3.6986076832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043906689
validation[          , genome  5403] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1385.89197, best error:      1385.89197 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.0507621765s, input_fired_time: 0.8240025640, output_fired_time: 0.5327603817, propagate_forward_time: 18.5394706726, propagate_backward_time: 28.3315639496, weight_update_time: 0.0664044395, other_time: 1.8229656219
epoch time: 4.3975195885s, input_fired_time: 0.0904377550, output_fired_time: 0.0000000000, propagate_forward_time: 3.9806876183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263940811
validation[          , genome  5403] predictions:    9582/  10000 (95.82%), best:    9586/10000 (95.86%), error:      1414.50476, best error:      1385.89197 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.8974533081s, input_fired_time: 0.8205730319, output_fired_time: 0.5247226357, propagate_forward_time: 18.5318927765, propagate_backward_time: 28.2703189850, weight_update_time: 0.0664820895, other_time: 1.7499465942
epoch time: 4.0622544289s, input_fired_time: 0.0897143334, output_fired_time: 0.0000000000, propagate_forward_time: 3.6734519005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990882397
validation[          , genome  5403] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1306.52966, best error:      1306.52966 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.8870506287s, input_fired_time: 0.8184010386, output_fired_time: 0.5238274336, propagate_forward_time: 18.4610786438, propagate_backward_time: 28.3512020111, weight_update_time: 0.0662307069, other_time: 1.7325420380
epoch time: 4.0363807678s, input_fired_time: 0.0844973847, output_fired_time: 0.0000000000, propagate_forward_time: 3.6622352600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896480560
validation[          , genome  5403] predictions:    9608/  10000 (96.08%), best:    9626/10000 (96.26%), error:      1384.32642, best error:      1306.52966 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 49.7125740051s, input_fired_time: 0.8166308999, output_fired_time: 0.5206009150, propagate_forward_time: 18.4322738647, propagate_backward_time: 28.2258148193, weight_update_time: 0.0654606894, other_time: 1.7172546387
epoch time: 4.0378279686s, input_fired_time: 0.0848134980, output_fired_time: 0.0000000000, propagate_forward_time: 3.6629137993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901005745
validation[          , genome  5403] predictions:    9598/  10000 (95.98%), best:    9626/10000 (96.26%), error:      1328.55701, best error:      1306.52966 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.8138999939s, input_fired_time: 0.8288333416, output_fired_time: 0.5206403732, propagate_forward_time: 18.4862709045, propagate_backward_time: 28.2568168640, weight_update_time: 0.0659971237, other_time: 1.7213363647
epoch time: 4.0454726219s, input_fired_time: 0.0859219283, output_fired_time: 0.0000000000, propagate_forward_time: 3.6692812443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902693748
validation[          , genome  5403] predictions:    9617/  10000 (96.17%), best:    9626/10000 (96.26%), error:      1321.18384, best error:      1306.52966 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 50.7526702881s, input_fired_time: 0.8406711817, output_fired_time: 0.5323135257, propagate_forward_time: 18.8286457062, propagate_backward_time: 28.7987728119, weight_update_time: 0.0668221414, other_time: 1.7522659302
epoch time: 4.0368394852s, input_fired_time: 0.0849107876, output_fired_time: 0.0000000000, propagate_forward_time: 3.6629226208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890059948
validation[          , genome  5403] predictions:    9600/  10000 (96.00%), best:    9626/10000 (96.26%), error:      1330.64282, best error:      1306.52966 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 49.5453872681s, input_fired_time: 0.8158962131, output_fired_time: 0.5184454918, propagate_forward_time: 18.3893032074, propagate_backward_time: 28.1109561920, weight_update_time: 0.0652826950, other_time: 1.7107887268
epoch time: 4.0514101982s, input_fired_time: 0.0870730951, output_fired_time: 0.0000000000, propagate_forward_time: 3.6675908566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967462540
validation[          , genome  5403] predictions:    9599/  10000 (95.99%), best:    9626/10000 (96.26%), error:      1349.26074, best error:      1306.52966 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 50.3799095154s, input_fired_time: 0.8320081234, output_fired_time: 0.5257989764, propagate_forward_time: 18.7119140625, propagate_backward_time: 28.5835132599, weight_update_time: 0.0659788400, other_time: 1.7266750336
epoch time: 4.0490813255s, input_fired_time: 0.0902125537, output_fired_time: 0.0000000000, propagate_forward_time: 3.6678843498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909843922
validation[          , genome  5403] predictions:    9597/  10000 (95.97%), best:    9626/10000 (96.26%), error:      1410.69116, best error:      1306.52966 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 49.6960601807s, input_fired_time: 0.8180379868, output_fired_time: 0.5273391008, propagate_forward_time: 18.4346446991, propagate_backward_time: 28.2041931152, weight_update_time: 0.0656819493, other_time: 1.7118434906
epoch time: 4.1159658432s, input_fired_time: 0.0890886486, output_fired_time: 0.0000000000, propagate_forward_time: 3.7331175804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937598228
validation[          , genome  5403] predictions:    9583/  10000 (95.83%), best:    9626/10000 (96.26%), error:      1450.26160, best error:      1306.52966 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 49.6399726868s, input_fired_time: 0.8197432160, output_fired_time: 0.5200611949, propagate_forward_time: 18.4112548828, propagate_backward_time: 28.1511516571, weight_update_time: 0.0719958544, other_time: 1.7377605438
epoch time: 4.0450615883s, input_fired_time: 0.0856431946, output_fired_time: 0.0000000000, propagate_forward_time: 3.6647000313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947182655
validation[          , genome  5403] predictions:    9611/  10000 (96.11%), best:    9626/10000 (96.26%), error:      1347.41614, best error:      1306.52966 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 49.5478820801s, input_fired_time: 0.8175235987, output_fired_time: 0.5188561678, propagate_forward_time: 18.3776798248, propagate_backward_time: 28.0812740326, weight_update_time: 0.0667896941, other_time: 1.7525482178
epoch time: 4.1458606720s, input_fired_time: 0.0875455439, output_fired_time: 0.0000000000, propagate_forward_time: 3.7499296665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083856106
validation[          , genome  5403] predictions:    9603/  10000 (96.03%), best:    9626/10000 (96.26%), error:      1337.61523, best error:      1306.52966 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 50.2375602722s, input_fired_time: 0.8291017413, output_fired_time: 0.5247803330, propagate_forward_time: 18.6443290710, propagate_backward_time: 28.4580516815, weight_update_time: 0.0666054785, other_time: 1.7812976837
epoch time: 4.0870985985s, input_fired_time: 0.0906887278, output_fired_time: 0.0000000000, propagate_forward_time: 3.6850683689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113415241
validation[          , genome  5403] predictions:    9599/  10000 (95.99%), best:    9626/10000 (96.26%), error:      1419.70520, best error:      1306.52966 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 49.8858375549s, input_fired_time: 0.8309946656, output_fired_time: 0.5231093168, propagate_forward_time: 18.4802455902, propagate_backward_time: 28.2589759827, weight_update_time: 0.0664886385, other_time: 1.7925128937
epoch time: 4.0609703064s, input_fired_time: 0.0884184167, output_fired_time: 0.0000000000, propagate_forward_time: 3.6663126945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062391281
validation[          , genome  5403] predictions:    9620/  10000 (96.20%), best:    9626/10000 (96.26%), error:      1322.69141, best error:      1306.52966 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.6782493591s, input_fired_time: 0.8254600763, output_fired_time: 0.5202469826, propagate_forward_time: 18.4320259094, propagate_backward_time: 28.1697463989, weight_update_time: 0.0657236800, other_time: 1.7307701111
epoch time: 4.8021564484s, input_fired_time: 0.0969671905, output_fired_time: 0.0000000000, propagate_forward_time: 4.3730392456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321499825
validation[          , genome  5403] predictions:    9608/  10000 (96.08%), best:    9626/10000 (96.26%), error:      1393.77881, best error:      1306.52966 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 49.9398040771s, input_fired_time: 0.8277629614, output_fired_time: 0.5260460377, propagate_forward_time: 18.5287170410, propagate_backward_time: 28.3435897827, weight_update_time: 0.0658828765, other_time: 1.7136878967
epoch time: 4.0376610756s, input_fired_time: 0.0867571533, output_fired_time: 0.0000000000, propagate_forward_time: 3.6599497795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909541130
validation[          , genome  5403] predictions:    9573/  10000 (95.73%), best:    9626/10000 (96.26%), error:      1370.69775, best error:      1306.52966 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 49.6827659607s, input_fired_time: 0.8232057095, output_fired_time: 0.5177876949, propagate_forward_time: 18.4155921936, propagate_backward_time: 28.2228889465, weight_update_time: 0.0650013685, other_time: 1.7032928467
epoch time: 4.0343418121s, input_fired_time: 0.0850121528, output_fired_time: 0.0000000000, propagate_forward_time: 3.6581230164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912065983
validation[          , genome  5403] predictions:    9589/  10000 (95.89%), best:    9626/10000 (96.26%), error:      1401.82239, best error:      1306.52966 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 49.4112586975s, input_fired_time: 0.8166077733, output_fired_time: 0.5148291588, propagate_forward_time: 18.3330326080, propagate_backward_time: 28.0851249695, weight_update_time: 0.0645938069, other_time: 1.6616649628
epoch time: 4.2035713196s, input_fired_time: 0.0925532803, output_fired_time: 0.0000000000, propagate_forward_time: 3.7969956398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140225410
validation[          , genome  5403] predictions:    9569/  10000 (95.69%), best:    9626/10000 (96.26%), error:      1423.26855, best error:      1306.52966 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 49.3199005127s, input_fired_time: 0.8155084848, output_fired_time: 0.5142918229, propagate_forward_time: 18.3105678558, propagate_backward_time: 28.0247688293, weight_update_time: 0.0642111972, other_time: 1.6547603607
epoch time: 4.0304594040s, input_fired_time: 0.0855188146, output_fired_time: 0.0000000000, propagate_forward_time: 3.6562356949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887048721
validation[          , genome  5403] predictions:    9598/  10000 (95.98%), best:    9626/10000 (96.26%), error:      1317.03125, best error:      1306.52966 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.5214500427s, input_fired_time: 0.8191985488, output_fired_time: 0.5164037347, propagate_forward_time: 18.3575782776, propagate_backward_time: 28.1546859741, weight_update_time: 0.0649060458, other_time: 1.6735839844
epoch time: 4.0317363739s, input_fired_time: 0.0853840634, output_fired_time: 0.0000000000, propagate_forward_time: 3.6572947502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890574932
validation[          , genome  5403] predictions:    9616/  10000 (96.16%), best:    9626/10000 (96.26%), error:      1358.70471, best error:      1306.52966 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 49.4654884338s, input_fired_time: 0.8202162385, output_fired_time: 0.5154036283, propagate_forward_time: 18.3389034271, propagate_backward_time: 28.1151924133, weight_update_time: 0.0647110865, other_time: 1.6757717133
epoch time: 4.0310869217s, input_fired_time: 0.0856030658, output_fired_time: 0.0000000000, propagate_forward_time: 3.6567406654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887432575
validation[          , genome  5403] predictions:    9571/  10000 (95.71%), best:    9626/10000 (96.26%), error:      1453.17725, best error:      1306.52966 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.3655509949s, input_fired_time: 0.8194519281, output_fired_time: 0.5150827169, propagate_forward_time: 18.3064537048, propagate_backward_time: 28.0549850464, weight_update_time: 0.0642661676, other_time: 1.6695785522
epoch time: 4.0380978584s, input_fired_time: 0.0858635008, output_fired_time: 0.0000000000, propagate_forward_time: 3.6616880894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905461788
validation[          , genome  5403] predictions:    9607/  10000 (96.07%), best:    9626/10000 (96.26%), error:      1346.42468, best error:      1306.52966 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 49.5603752136s, input_fired_time: 0.8214483261, output_fired_time: 0.5155808330, propagate_forward_time: 18.4140338898, propagate_backward_time: 28.1369953156, weight_update_time: 0.0645104423, other_time: 1.6723175049
epoch time: 4.0391392708s, input_fired_time: 0.0884409696, output_fired_time: 0.0000000000, propagate_forward_time: 3.6574573517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932410240
validation[          , genome  5403] predictions:    9623/  10000 (96.23%), best:    9626/10000 (96.26%), error:      1312.40662, best error:      1306.52966 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 49.3054161072s, input_fired_time: 0.8201575279, output_fired_time: 0.5139790177, propagate_forward_time: 18.2962627411, propagate_backward_time: 28.0183448792, weight_update_time: 0.0643134266, other_time: 1.6566715240
epoch time: 4.0330533981s, input_fired_time: 0.0865879133, output_fired_time: 0.0000000000, propagate_forward_time: 3.6562323570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902331352
validation[          , genome  5403] predictions:    9615/  10000 (96.15%), best:    9626/10000 (96.26%), error:      1321.72607, best error:      1306.52966 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.0783271790s, input_fired_time: 0.8274775743, output_fired_time: 0.5212876797, propagate_forward_time: 18.6205062866, propagate_backward_time: 28.4173812866, weight_update_time: 0.0652648509, other_time: 1.6916770935
epoch time: 4.0573158264s, input_fired_time: 0.0874440670, output_fired_time: 0.0000000000, propagate_forward_time: 3.6682124138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016593456
validation[          , genome  5403] predictions:    9602/  10000 (96.02%), best:    9626/10000 (96.26%), error:      1373.23694, best error:      1306.52966 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 49.5244712830s, input_fired_time: 0.8212800026, output_fired_time: 0.5157860518, propagate_forward_time: 18.3853225708, propagate_backward_time: 28.1146678925, weight_update_time: 0.0647156239, other_time: 1.6874141693
epoch time: 4.0446248055s, input_fired_time: 0.0867209360, output_fired_time: 0.0000000000, propagate_forward_time: 3.6660511494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918527126
validation[          , genome  5403] predictions:    9623/  10000 (96.23%), best:    9626/10000 (96.26%), error:      1350.16748, best error:      1306.52966 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.3346939087s, input_fired_time: 0.8174214363, output_fired_time: 0.5135128498, propagate_forward_time: 18.3235950470, propagate_backward_time: 28.0322856903, weight_update_time: 0.0639736280, other_time: 1.6478805542
epoch time: 4.0412755013s, input_fired_time: 0.0873714015, output_fired_time: 0.0000000000, propagate_forward_time: 3.6633555889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905485630
validation[          , genome  5403] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1297.93152, best error:      1297.93152 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 49.4072952271s, input_fired_time: 0.8229801059, output_fired_time: 0.5156968832, propagate_forward_time: 18.3405380249, propagate_backward_time: 28.0679683685, weight_update_time: 0.0644496903, other_time: 1.6601123810
epoch time: 4.0361647606s, input_fired_time: 0.0874394178, output_fired_time: 0.0000000000, propagate_forward_time: 3.6596291065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890961170
validation[          , genome  5403] predictions:    9522/  10000 (95.22%), best:    9612/10000 (96.12%), error:      1560.51111, best error:      1297.93152 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 49.5609436035s, input_fired_time: 0.8218577504, output_fired_time: 0.5163757205, propagate_forward_time: 18.4042739868, propagate_backward_time: 28.1450710297, weight_update_time: 0.0644789189, other_time: 1.6733646393
epoch time: 4.0404806137s, input_fired_time: 0.0876869857, output_fired_time: 0.0000000000, propagate_forward_time: 3.6620454788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907481194
validation[          , genome  5403] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1244.47363, best error:      1244.47363 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.4433403015s, input_fired_time: 0.8257074356, output_fired_time: 0.5158548355, propagate_forward_time: 18.3285045624, propagate_backward_time: 28.0948715210, weight_update_time: 0.0647952706, other_time: 1.6784038544
epoch time: 4.0413408279s, input_fired_time: 0.0885559991, output_fired_time: 0.0000000000, propagate_forward_time: 3.6607146263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920701504
validation[          , genome  5403] predictions:    9575/  10000 (95.75%), best:    9643/10000 (96.43%), error:      1520.30835, best error:      1244.47363 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 49.4604339600s, input_fired_time: 0.8266282678, output_fired_time: 0.5148461461, propagate_forward_time: 18.3454647064, propagate_backward_time: 28.0909519196, weight_update_time: 0.0647908598, other_time: 1.6825408936
epoch time: 4.0367202759s, input_fired_time: 0.0875629038, output_fired_time: 0.0000000000, propagate_forward_time: 3.6603145599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888429165
validation[          , genome  5403] predictions:    9615/  10000 (96.15%), best:    9643/10000 (96.43%), error:      1318.83472, best error:      1244.47363 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 49.6488838196s, input_fired_time: 0.8300012350, output_fired_time: 0.5191074014, propagate_forward_time: 18.4277267456, propagate_backward_time: 28.2073898315, weight_update_time: 0.0650328323, other_time: 1.6646575928
epoch time: 4.0431127548s, input_fired_time: 0.0900910869, output_fired_time: 0.0000000000, propagate_forward_time: 3.6608095169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922122478
validation[          , genome  5403] predictions:    9620/  10000 (96.20%), best:    9643/10000 (96.43%), error:      1286.71558, best error:      1244.47363 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.3609161377s, input_fired_time: 0.8248045444, output_fired_time: 0.5144537687, propagate_forward_time: 18.3246822357, propagate_backward_time: 28.0524215698, weight_update_time: 0.0648127273, other_time: 1.6445522308
epoch time: 4.0319399834s, input_fired_time: 0.0862932131, output_fired_time: 0.0000000000, propagate_forward_time: 3.6577064991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879402637
validation[          , genome  5403] predictions:    9504/  10000 (95.04%), best:    9643/10000 (96.43%), error:      1661.33484, best error:      1244.47363 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 49.5522384644s, input_fired_time: 0.8252263665, output_fired_time: 0.5168120265, propagate_forward_time: 18.4027557373, propagate_backward_time: 28.1418304443, weight_update_time: 0.0650612041, other_time: 1.6656150818
epoch time: 4.0338125229s, input_fired_time: 0.0876620933, output_fired_time: 0.0000000000, propagate_forward_time: 3.6581330299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880175114
validation[          , genome  5403] predictions:    9592/  10000 (95.92%), best:    9643/10000 (96.43%), error:      1421.51904, best error:      1244.47363 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 49.6664505005s, input_fired_time: 0.8277817369, output_fired_time: 0.5185534954, propagate_forward_time: 18.4756317139, propagate_backward_time: 28.1874313354, weight_update_time: 0.0652226955, other_time: 1.6570510864
epoch time: 4.0326385498s, input_fired_time: 0.0870652720, output_fired_time: 0.0000000000, propagate_forward_time: 3.6577448845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878284454
validation[          , genome  5403] predictions:    9593/  10000 (95.93%), best:    9643/10000 (96.43%), error:      1397.05505, best error:      1244.47363 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 49.6150894165s, input_fired_time: 0.8261913061, output_fired_time: 0.5167199373, propagate_forward_time: 18.4478607178, propagate_backward_time: 28.1714591980, weight_update_time: 0.0647828579, other_time: 1.6528587341
epoch time: 4.0348229408s, input_fired_time: 0.0869690105, output_fired_time: 0.0000000000, propagate_forward_time: 3.6595830917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882709503
validation[          , genome  5403] predictions:    9609/  10000 (96.09%), best:    9643/10000 (96.43%), error:      1341.10388, best error:      1244.47363 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 49.3644294739s, input_fired_time: 0.8241103292, output_fired_time: 0.5142710209, propagate_forward_time: 18.3355007172, propagate_backward_time: 28.0359401703, weight_update_time: 0.0645097345, other_time: 1.6546058655
epoch time: 4.0416002274s, input_fired_time: 0.0887585506, output_fired_time: 0.0000000000, propagate_forward_time: 3.6597135067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931282520
validation[          , genome  5403] predictions:    9622/  10000 (96.22%), best:    9643/10000 (96.43%), error:      1322.25415, best error:      1244.47363 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.7610168457s, input_fired_time: 0.8273533583, output_fired_time: 0.5181027651, propagate_forward_time: 18.4965095520, propagate_backward_time: 28.2490119934, weight_update_time: 0.0650288612, other_time: 1.6700363159
epoch time: 4.0364623070s, input_fired_time: 0.0871797055, output_fired_time: 0.0000000000, propagate_forward_time: 3.6600468159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892358303
validation[          , genome  5403] predictions:    9579/  10000 (95.79%), best:    9643/10000 (96.43%), error:      1398.11719, best error:      1244.47363 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.5119438171s, input_fired_time: 0.8323295712, output_fired_time: 0.5180090666, propagate_forward_time: 18.3466606140, propagate_backward_time: 28.1447010040, weight_update_time: 0.0650291666, other_time: 1.6702442169
epoch time: 4.0451793671s, input_fired_time: 0.0881295949, output_fired_time: 0.0000000000, propagate_forward_time: 3.6651241779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919256687
validation[          , genome  5403] predictions:    9630/  10000 (96.30%), best:    9643/10000 (96.43%), error:      1259.99976, best error:      1244.47363 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 49.5095062256s, input_fired_time: 0.8284316063, output_fired_time: 0.5167152882, propagate_forward_time: 18.3758335114, propagate_backward_time: 28.1207942963, weight_update_time: 0.0653038844, other_time: 1.6677322388
epoch time: 4.0335445404s, input_fired_time: 0.0871733204, output_fired_time: 0.0000000000, propagate_forward_time: 3.6580448151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883265018
validation[          , genome  5403] predictions:    9621/  10000 (96.21%), best:    9643/10000 (96.43%), error:      1298.93945, best error:      1244.47363 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.8473129272s, input_fired_time: 0.8380911350, output_fired_time: 0.5284731388, propagate_forward_time: 18.9560394287, propagate_backward_time: 28.8280258179, weight_update_time: 0.0661639869, other_time: 1.6966819763
epoch time: 4.0805115700s, input_fired_time: 0.0889351591, output_fired_time: 0.0000000000, propagate_forward_time: 3.7017199993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898564339
validation[          , genome  5403] predictions:    9633/  10000 (96.33%), best:    9643/10000 (96.43%), error:      1268.52808, best error:      1244.47363 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.5373268127s, input_fired_time: 0.8240400553, output_fired_time: 0.5175713897, propagate_forward_time: 18.3901767731, propagate_backward_time: 28.1646308899, weight_update_time: 0.0637277290, other_time: 1.6409091949
epoch time: 4.0909481049s, input_fired_time: 0.0888988376, output_fired_time: 0.0000000000, propagate_forward_time: 3.7119228840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901265621
validation[          , genome  5403] predictions:    9640/  10000 (96.40%), best:    9643/10000 (96.43%), error:      1256.08228, best error:      1244.47363 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.3482742310s, input_fired_time: 0.8371855617, output_fired_time: 0.5241901875, propagate_forward_time: 18.7138042450, propagate_backward_time: 28.5944595337, weight_update_time: 0.0660416856, other_time: 1.6786365509
epoch time: 4.0337686539s, input_fired_time: 0.0871996135, output_fired_time: 0.0000000000, propagate_forward_time: 3.6588499546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877190113
validation[          , genome  5403] predictions:    9619/  10000 (96.19%), best:    9643/10000 (96.43%), error:      1292.23242, best error:      1244.47363 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.4156723022s, input_fired_time: 0.8285478354, output_fired_time: 0.5148032308, propagate_forward_time: 18.3549442291, propagate_backward_time: 28.0615234375, weight_update_time: 0.0648162290, other_time: 1.6558513641
epoch time: 4.0351829529s, input_fired_time: 0.0880396217, output_fired_time: 0.0000000000, propagate_forward_time: 3.6590964794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880468369
validation[          , genome  5403] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1204.38794, best error:      1204.38794 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 49.5400657654s, input_fired_time: 0.8313278556, output_fired_time: 0.5164120197, propagate_forward_time: 18.3925762177, propagate_backward_time: 28.1289329529, weight_update_time: 0.0649684817, other_time: 1.6708164215
epoch time: 4.0339860916s, input_fired_time: 0.0880981460, output_fired_time: 0.0000000000, propagate_forward_time: 3.6583716869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875163555
validation[          , genome  5403] predictions:    9634/  10000 (96.34%), best:    9654/10000 (96.54%), error:      1284.83923, best error:      1204.38794 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 49.4068984985s, input_fired_time: 0.8280773163, output_fired_time: 0.5152680278, propagate_forward_time: 18.3467693329, propagate_backward_time: 28.0641269684, weight_update_time: 0.0644733086, other_time: 1.6526565552
epoch time: 4.0332574844s, input_fired_time: 0.0873451531, output_fired_time: 0.0000000000, propagate_forward_time: 3.6575288773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883834839
validation[          , genome  5403] predictions:    9562/  10000 (95.62%), best:    9654/10000 (96.54%), error:      1466.97168, best error:      1204.38794 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 49.7210655212s, input_fired_time: 0.8306326270, output_fired_time: 0.5183960795, propagate_forward_time: 18.4686565399, propagate_backward_time: 28.2448863983, weight_update_time: 0.0648945868, other_time: 1.6584968567
epoch time: 4.0446705818s, input_fired_time: 0.0890384167, output_fired_time: 0.0000000000, propagate_forward_time: 3.6654229164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902092934
validation[          , genome  5403] predictions:    9621/  10000 (96.21%), best:    9654/10000 (96.54%), error:      1292.27539, best error:      1204.38794 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 49.7467193604s, input_fired_time: 0.8313361406, output_fired_time: 0.5194887519, propagate_forward_time: 18.4746990204, propagate_backward_time: 28.2568931580, weight_update_time: 0.0650813431, other_time: 1.6643009186
epoch time: 4.0348353386s, input_fired_time: 0.0882864594, output_fired_time: 0.0000000000, propagate_forward_time: 3.6584041119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881448269
validation[          , genome  5403] predictions:    9627/  10000 (96.27%), best:    9654/10000 (96.54%), error:      1293.16687, best error:      1204.38794 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 49.3328361511s, input_fired_time: 0.8294257522, output_fired_time: 0.5139428973, propagate_forward_time: 18.3146381378, propagate_backward_time: 28.0314655304, weight_update_time: 0.0646121874, other_time: 1.6433639526
epoch time: 4.0356326103s, input_fired_time: 0.0876229256, output_fired_time: 0.0000000000, propagate_forward_time: 3.6581594944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898502350
validation[          , genome  5403] predictions:    9602/  10000 (96.02%), best:    9654/10000 (96.54%), error:      1350.88049, best error:      1204.38794 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 49.7372665405s, input_fired_time: 0.8318589926, output_fired_time: 0.5179572105, propagate_forward_time: 18.4996757507, propagate_backward_time: 28.2292003632, weight_update_time: 0.0649026483, other_time: 1.6585750580
epoch time: 4.1901736259s, input_fired_time: 0.0901387334, output_fired_time: 0.0000000000, propagate_forward_time: 3.8038654327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961692810
validation[          , genome  5403] predictions:    9647/  10000 (96.47%), best:    9654/10000 (96.54%), error:      1227.59473, best error:      1204.38794 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 49.5262451172s, input_fired_time: 0.8311375380, output_fired_time: 0.5184751153, propagate_forward_time: 18.3887062073, propagate_backward_time: 28.1195793152, weight_update_time: 0.0649602786, other_time: 1.6683464050
epoch time: 4.0551190376s, input_fired_time: 0.0921406746, output_fired_time: 0.0000000000, propagate_forward_time: 3.6683592796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946190834
validation[          , genome  5403] predictions:    9634/  10000 (96.34%), best:    9654/10000 (96.54%), error:      1257.30688, best error:      1204.38794 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.2996902466s, input_fired_time: 0.8311514854, output_fired_time: 0.5134450197, propagate_forward_time: 18.3012924194, propagate_backward_time: 28.0122585297, weight_update_time: 0.0644388273, other_time: 1.6415424347
epoch time: 4.0341777802s, input_fired_time: 0.0891763493, output_fired_time: 0.0000000000, propagate_forward_time: 3.6574187279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875826359
validation[          , genome  5403] predictions:    9613/  10000 (96.13%), best:    9654/10000 (96.54%), error:      1341.32385, best error:      1204.38794 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 49.3316917419s, input_fired_time: 0.8342769146, output_fired_time: 0.5139633417, propagate_forward_time: 18.3171443939, propagate_backward_time: 28.0253658295, weight_update_time: 0.0646797642, other_time: 1.6409416199
epoch time: 4.0343556404s, input_fired_time: 0.0885405168, output_fired_time: 0.0000000000, propagate_forward_time: 3.6580533981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877616882
validation[          , genome  5403] predictions:    9615/  10000 (96.15%), best:    9654/10000 (96.54%), error:      1291.68335, best error:      1204.38794 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.6578063965s, input_fired_time: 0.8500978947, output_fired_time: 0.5292547345, propagate_forward_time: 18.8404884338, propagate_backward_time: 28.7481136322, weight_update_time: 0.0661509484, other_time: 1.6898517609
epoch time: 4.0745320320s, input_fired_time: 0.0923634246, output_fired_time: 0.0000000000, propagate_forward_time: 3.6886131763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935554981
validation[          , genome  5403] predictions:    9608/  10000 (96.08%), best:    9654/10000 (96.54%), error:      1317.59448, best error:      1204.38794 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.8857803345s, input_fired_time: 0.8373569250, output_fired_time: 0.5217991471, propagate_forward_time: 18.5570411682, propagate_backward_time: 28.3349800110, weight_update_time: 0.0621241927, other_time: 1.6346015930
epoch time: 4.0348868370s, input_fired_time: 0.0892645270, output_fired_time: 0.0000000000, propagate_forward_time: 3.6576786041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879436016
validation[          , genome  5403] predictions:    9597/  10000 (95.97%), best:    9654/10000 (96.54%), error:      1357.64478, best error:      1204.38794 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 50.1540260315s, input_fired_time: 0.8416600823, output_fired_time: 0.5205186605, propagate_forward_time: 18.6445636749, propagate_backward_time: 28.4836769104, weight_update_time: 0.0657565594, other_time: 1.6636066437
epoch time: 4.0631880760s, input_fired_time: 0.0903198421, output_fired_time: 0.0000000000, propagate_forward_time: 3.6834530830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894151211
validation[          , genome  5403] predictions:    9565/  10000 (95.65%), best:    9654/10000 (96.54%), error:      1462.91809, best error:      1204.38794 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 49.4395141602s, input_fired_time: 0.8335728049, output_fired_time: 0.5141104460, propagate_forward_time: 18.3583297729, propagate_backward_time: 28.0794010162, weight_update_time: 0.0654138997, other_time: 1.6541004181
epoch time: 4.0375409126s, input_fired_time: 0.0885655731, output_fired_time: 0.0000000000, propagate_forward_time: 3.6603715420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886037827
validation[          , genome  5403] predictions:    9634/  10000 (96.34%), best:    9654/10000 (96.54%), error:      1299.80859, best error:      1204.38794 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 49.4066352844s, input_fired_time: 0.8337025642, output_fired_time: 0.5160464644, propagate_forward_time: 18.3389663696, propagate_backward_time: 28.0909557343, weight_update_time: 0.0618155263, other_time: 1.6269664764
epoch time: 4.0353217125s, input_fired_time: 0.0891800895, output_fired_time: 0.0000000000, propagate_forward_time: 3.6575646400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885770798
validation[          , genome  5403] predictions:    9589/  10000 (95.89%), best:    9654/10000 (96.54%), error:      1368.73291, best error:      1204.38794 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.0731239319s, input_fired_time: 0.8503460288, output_fired_time: 0.5308114290, propagate_forward_time: 19.0346279144, propagate_backward_time: 28.9631366730, weight_update_time: 0.0668506324, other_time: 1.6942024231
epoch time: 4.0372529030s, input_fired_time: 0.0898764879, output_fired_time: 0.0000000000, propagate_forward_time: 3.6582546234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891218662
validation[          , genome  5403] predictions:    9603/  10000 (96.03%), best:    9654/10000 (96.54%), error:      1363.74292, best error:      1204.38794 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.1181449890s, input_fired_time: 0.8427276611, output_fired_time: 0.5214102864, propagate_forward_time: 18.6493682861, propagate_backward_time: 28.4371089935, weight_update_time: 0.0652529597, other_time: 1.6675281525
epoch time: 4.0340061188s, input_fired_time: 0.0889156237, output_fired_time: 0.0000000000, propagate_forward_time: 3.6573410034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877495289
validation[          , genome  5403] predictions:    9632/  10000 (96.32%), best:    9654/10000 (96.54%), error:      1272.25171, best error:      1204.38794 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.1377182007s, input_fired_time: 0.8434293270, output_fired_time: 0.5224758983, propagate_forward_time: 18.6555442810, propagate_backward_time: 28.4502754211, weight_update_time: 0.0657452717, other_time: 1.6659927368
epoch time: 4.0468897820s, input_fired_time: 0.0925826132, output_fired_time: 0.0000000000, propagate_forward_time: 3.6616415977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926654816
validation[          , genome  5403] predictions:    9616/  10000 (96.16%), best:    9654/10000 (96.54%), error:      1367.82666, best error:      1204.38794 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 49.6476249695s, input_fired_time: 0.8339216113, output_fired_time: 0.5215589404, propagate_forward_time: 18.4386997223, propagate_backward_time: 28.1985034943, weight_update_time: 0.0651868358, other_time: 1.6549377441
epoch time: 4.0455403328s, input_fired_time: 0.0890983194, output_fired_time: 0.0000000000, propagate_forward_time: 3.6614141464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950279713
validation[          , genome  5403] predictions:    9583/  10000 (95.83%), best:    9654/10000 (96.54%), error:      1453.91333, best error:      1204.38794 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.1452140808s, input_fired_time: 0.8444807529, output_fired_time: 0.5232376456, propagate_forward_time: 18.6496677399, propagate_backward_time: 28.4517517090, weight_update_time: 0.0664319471, other_time: 1.6760730743
epoch time: 4.0397605896s, input_fired_time: 0.0893310606, output_fired_time: 0.0000000000, propagate_forward_time: 3.6591429710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912864685
validation[          , genome  5403] predictions:    9555/  10000 (95.55%), best:    9654/10000 (96.54%), error:      1486.48547, best error:      1204.38794 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 50.4764518738s, input_fired_time: 0.8499386311, output_fired_time: 0.5249032378, propagate_forward_time: 18.8045330048, propagate_backward_time: 28.6119346619, weight_update_time: 0.0662290752, other_time: 1.6851444244
epoch time: 4.0346117020s, input_fired_time: 0.0901858211, output_fired_time: 0.0000000000, propagate_forward_time: 3.6577565670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866692543
validation[          , genome  5403] predictions:    9542/  10000 (95.42%), best:    9654/10000 (96.54%), error:      1494.88965, best error:      1204.38794 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.3237228394s, input_fired_time: 0.8385479450, output_fired_time: 0.5141296387, propagate_forward_time: 18.3086318970, propagate_backward_time: 28.0181255341, weight_update_time: 0.0648327246, other_time: 1.6442890167
epoch time: 4.2707800865s, input_fired_time: 0.0939613506, output_fired_time: 0.0000000000, propagate_forward_time: 3.8768734932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999453545
validation[          , genome  5403] predictions:    9440/  10000 (94.40%), best:    9654/10000 (96.54%), error:      2061.32544, best error:      1204.38794 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.3471031189s, input_fired_time: 0.8323667645, output_fired_time: 0.5162119269, propagate_forward_time: 18.2965793610, propagate_backward_time: 28.0730056763, weight_update_time: 0.0645904765, other_time: 1.6289386749
epoch time: 4.0682611465s, input_fired_time: 0.0930358991, output_fired_time: 0.0000000000, propagate_forward_time: 3.6810104847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942147255
validation[          , genome  5403] predictions:    9588/  10000 (95.88%), best:    9654/10000 (96.54%), error:      1414.64294, best error:      1204.38794 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.3945121765s, input_fired_time: 0.8376773000, output_fired_time: 0.5148672462, propagate_forward_time: 18.3508987427, propagate_backward_time: 28.0441246033, weight_update_time: 0.0647418424, other_time: 1.6469459534
epoch time: 4.0387134552s, input_fired_time: 0.0897417888, output_fired_time: 0.0000000000, propagate_forward_time: 3.6611933708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877783775
validation[          , genome  5403] predictions:    9588/  10000 (95.88%), best:    9654/10000 (96.54%), error:      1416.46436, best error:      1204.38794 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.7677955627s, input_fired_time: 0.8586335778, output_fired_time: 0.5365126133, propagate_forward_time: 19.3195037842, propagate_backward_time: 29.3554954529, weight_update_time: 0.0665277541, other_time: 1.6976470947
epoch time: 4.0335378647s, input_fired_time: 0.0890484974, output_fired_time: 0.0000000000, propagate_forward_time: 3.6571118832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873775959
validation[          , genome  5403] predictions:    9635/  10000 (96.35%), best:    9654/10000 (96.54%), error:      1259.77966, best error:      1204.38794 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.2093582153s, input_fired_time: 0.8550300002, output_fired_time: 0.5305887461, propagate_forward_time: 19.0846939087, propagate_backward_time: 29.0519371033, weight_update_time: 0.0666917935, other_time: 1.6871070862
epoch time: 4.0348887444s, input_fired_time: 0.0897070765, output_fired_time: 0.0000000000, propagate_forward_time: 3.6575140953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876675129
validation[          , genome  5403] predictions:    9626/  10000 (96.26%), best:    9654/10000 (96.54%), error:      1299.97107, best error:      1204.38794 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 49.5161666870s, input_fired_time: 0.8407293558, output_fired_time: 0.5158262253, propagate_forward_time: 18.3924846649, propagate_backward_time: 28.1145381927, weight_update_time: 0.0639768168, other_time: 1.6525878906
epoch time: 4.0357003212s, input_fired_time: 0.0892200768, output_fired_time: 0.0000000000, propagate_forward_time: 3.6582374573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882428169
validation[          , genome  5403] predictions:    9602/  10000 (96.02%), best:    9654/10000 (96.54%), error:      1394.74915, best error:      1204.38794 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.1070899963s, input_fired_time: 0.8474608660, output_fired_time: 0.5233572125, propagate_forward_time: 18.5988063812, propagate_backward_time: 28.4793815613, weight_update_time: 0.0639757663, other_time: 1.6580829620
epoch time: 4.1013956070s, input_fired_time: 0.0939568877, output_fired_time: 0.0000000000, propagate_forward_time: 3.7114303112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960083485
validation[          , genome  5403] predictions:    9658/  10000 (96.58%), best:    9654/10000 (96.54%), error:      1239.01685, best error:      1204.38794 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.8718605042s, input_fired_time: 0.8478530049, output_fired_time: 0.5204495192, propagate_forward_time: 18.5143222809, propagate_backward_time: 28.3195686340, weight_update_time: 0.0650852323, other_time: 1.6696643829
epoch time: 4.0496754646s, input_fired_time: 0.0935964510, output_fired_time: 0.0000000000, propagate_forward_time: 3.6644077301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916712761
validation[          , genome  5403] predictions:    9603/  10000 (96.03%), best:    9654/10000 (96.54%), error:      1401.46082, best error:      1204.38794 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.1995124817s, input_fired_time: 0.8582230210, output_fired_time: 0.5336948633, propagate_forward_time: 19.0544567108, propagate_backward_time: 29.0551738739, weight_update_time: 0.0647029877, other_time: 1.6979637146
epoch time: 4.2178735733s, input_fired_time: 0.0954171345, output_fired_time: 0.0000000000, propagate_forward_time: 3.8239009380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985556126
validation[          , genome  5403] predictions:    9595/  10000 (95.95%), best:    9654/10000 (96.54%), error:      1393.46887, best error:      1204.38794 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.4383049011s, input_fired_time: 0.8625697494, output_fired_time: 0.5353803039, propagate_forward_time: 19.1854763031, propagate_backward_time: 29.1405544281, weight_update_time: 0.0665581748, other_time: 1.7143249512
epoch time: 4.0460047722s, input_fired_time: 0.0922406837, output_fired_time: 0.0000000000, propagate_forward_time: 3.6640558243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897083759
validation[          , genome  5403] predictions:    9624/  10000 (96.24%), best:    9654/10000 (96.54%), error:      1289.98083, best error:      1204.38794 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.4459266663s, input_fired_time: 0.8423965573, output_fired_time: 0.5167120695, propagate_forward_time: 18.3225650787, propagate_backward_time: 28.1130962372, weight_update_time: 0.0647981614, other_time: 1.6511573792
epoch time: 4.0441150665s, input_fired_time: 0.0916299745, output_fired_time: 0.0000000000, propagate_forward_time: 3.6605770588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919080257
validation[          , genome  5403] predictions:    9653/  10000 (96.53%), best:    9654/10000 (96.54%), error:      1249.92041, best error:      1204.38794 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.7635002136s, input_fired_time: 0.8484154940, output_fired_time: 0.5185973644, propagate_forward_time: 18.4549274445, propagate_backward_time: 28.2673892975, weight_update_time: 0.0648933277, other_time: 1.6741714478
epoch time: 4.0410676003s, input_fired_time: 0.0894275308, output_fired_time: 0.0000000000, propagate_forward_time: 3.6603527069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912874222
validation[          , genome  5403] predictions:    9580/  10000 (95.80%), best:    9654/10000 (96.54%), error:      1401.66284, best error:      1204.38794 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.6335258484s, input_fired_time: 0.8450706601, output_fired_time: 0.5170807242, propagate_forward_time: 18.4399681091, propagate_backward_time: 28.1606521606, weight_update_time: 0.0652862862, other_time: 1.6707534790
epoch time: 4.0627040863s, input_fired_time: 0.0950788185, output_fired_time: 0.0000000000, propagate_forward_time: 3.6669826508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006427288
validation[          , genome  5403] predictions:    9642/  10000 (96.42%), best:    9654/10000 (96.54%), error:      1238.63159, best error:      1204.38794 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.5201225281s, input_fired_time: 0.8426916003, output_fired_time: 0.5164707899, propagate_forward_time: 18.3805656433, propagate_backward_time: 28.1252079010, weight_update_time: 0.0650951564, other_time: 1.6551837921
epoch time: 4.0408525467s, input_fired_time: 0.0907598883, output_fired_time: 0.0000000000, propagate_forward_time: 3.6599154472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901771069
validation[          , genome  5403] predictions:    9632/  10000 (96.32%), best:    9654/10000 (96.54%), error:      1241.20679, best error:      1204.38794 on epoch:    66, 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: 20.2991809845s, input_fired_time: 0.4562034607, output_fired_time: 0.0000000000, propagate_forward_time: 18.3473663330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4956111908
best training[          , genome  5403] predictions:   48991/  50000 (97.98%), best:    9654/10000 (96.54%), error:      3623.42334, best error:      1204.38794 on epoch:    66, 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: 4.0540766716s, input_fired_time: 0.0898171589, output_fired_time: 0.0000000000, propagate_forward_time: 3.6611208916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031387329
   testing[          , genome  5403] predictions:    9673/  10000 (96.73%), best:    9654/10000 (96.54%), error:      1058.77966, best error:      1204.38794 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:54:44 (4220): called boinc_finish(0)

</stderr_txt>
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