Nameexact_genome_1512568488_44_6924_0
Workunit2605972
Created7 Dec 2017, 22:50:41 UTC
Sent7 Dec 2017, 22:56:29 UTC
Report deadline16 Dec 2017, 0:59:28 UTC
Received8 Dec 2017, 15:45:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time5 hours 6 min 17 sec
CPU time5 hours 2 min 10 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.47 MB
Peak swap size154.87 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.25%), best:    9728/10000 (97.28%), error:       907.18799, best error:       878.26788 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 164.8036804199s, input_fired_time: 2.2380871773, output_fired_time: 2.3088185787, propagate_forward_time: 60.7530364990, propagate_backward_time: 95.3834228516, weight_update_time: 0.2344623059, other_time: 4.1203155518
epoch time: 13.5164375305s, input_fired_time: 0.2785220742, output_fired_time: 0.0000000000, propagate_forward_time: 12.4965820313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7413330078
validation[          , genome  6924] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       965.09967, best error:       878.26788 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 166.0910186768s, input_fired_time: 2.2466402054, output_fired_time: 2.3476409912, propagate_forward_time: 61.0906295776, propagate_backward_time: 96.2217330933, weight_update_time: 0.2325264364, other_time: 4.1843719482
epoch time: 13.3700332642s, input_fired_time: 0.2791124582, output_fired_time: 0.0000000000, propagate_forward_time: 12.3541841507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7367362976
validation[          , genome  6924] predictions:    9656/  10000 (96.56%), best:    9728/10000 (97.28%), error:      1169.40112, best error:       878.26788 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 163.5328979492s, input_fired_time: 2.2158131599, output_fired_time: 2.2892377377, propagate_forward_time: 60.2263755798, propagate_backward_time: 94.6552810669, weight_update_time: 0.2317571491, other_time: 4.1461868286
epoch time: 12.5124988556s, input_fired_time: 0.2658518851, output_fired_time: 0.0000000000, propagate_forward_time: 11.4456558228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8009910583
validation[          , genome  6924] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       906.60040, best error:       878.26788 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.8884429932s, input_fired_time: 2.2548263073, output_fired_time: 2.3426897526, propagate_forward_time: 61.8232040405, propagate_backward_time: 96.3440017700, weight_update_time: 0.2346349806, other_time: 4.1237182617
epoch time: 13.3303956985s, input_fired_time: 0.2765924335, output_fired_time: 0.0000000000, propagate_forward_time: 12.3155450821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7382583618
validation[          , genome  6924] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       862.54456, best error:       862.54456 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 165.8275756836s, input_fired_time: 2.2455666065, output_fired_time: 2.3276872635, propagate_forward_time: 61.1793441772, propagate_backward_time: 95.9163208008, weight_update_time: 0.2337295115, other_time: 4.1586685181
epoch time: 13.4287567139s, input_fired_time: 0.2817355394, output_fired_time: 0.0000000000, propagate_forward_time: 12.4105148315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7365064621
validation[          , genome  6924] predictions:    9744/  10000 (97.44%), best:    9731/10000 (97.31%), error:       885.10510, best error:       862.54456 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 165.1894989014s, input_fired_time: 2.2389883995, output_fired_time: 2.3136167526, propagate_forward_time: 60.9209442139, propagate_backward_time: 95.6108169556, weight_update_time: 0.2324364632, other_time: 4.1051406860
epoch time: 12.6661491394s, input_fired_time: 0.2690903246, output_fired_time: 0.0000000000, propagate_forward_time: 11.6405897141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7564687729
validation[          , genome  6924] predictions:    9657/  10000 (96.57%), best:    9731/10000 (97.31%), error:      1092.49023, best error:       862.54456 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 167.5723724365s, input_fired_time: 2.2555935383, output_fired_time: 2.3442087173, propagate_forward_time: 61.9455337524, propagate_backward_time: 96.9234848022, weight_update_time: 0.2362706363, other_time: 4.1035461426
epoch time: 13.3222732544s, input_fired_time: 0.2746077180, output_fired_time: 0.0000000000, propagate_forward_time: 12.3114919662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7361736298
validation[          , genome  6924] predictions:    9723/  10000 (97.23%), best:    9731/10000 (97.31%), error:       910.73511, best error:       862.54456 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.5768280029s, input_fired_time: 2.2599034309, output_fired_time: 2.3404188156, propagate_forward_time: 61.5047950745, propagate_backward_time: 96.4083557129, weight_update_time: 0.2344502956, other_time: 4.0633544922
epoch time: 13.3406724930s, input_fired_time: 0.2780813575, output_fired_time: 0.0000000000, propagate_forward_time: 12.3406753540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7219161987
validation[          , genome  6924] predictions:    9640/  10000 (96.40%), best:    9731/10000 (97.31%), error:      1122.85168, best error:       862.54456 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 165.8350067139s, input_fired_time: 2.2373349667, output_fired_time: 2.3125574589, propagate_forward_time: 61.1099319458, propagate_backward_time: 96.0767364502, weight_update_time: 0.2336809486, other_time: 4.0984420776
epoch time: 13.3695011139s, input_fired_time: 0.2816051245, output_fired_time: 0.0000000000, propagate_forward_time: 12.3558454514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7320508957
validation[          , genome  6924] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       924.36938, best error:       862.54456 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 165.1891632080s, input_fired_time: 2.2288942337, output_fired_time: 2.3268883228, propagate_forward_time: 60.3429794312, propagate_backward_time: 96.2137374878, weight_update_time: 0.2331484556, other_time: 4.0766601563
epoch time: 13.0856084824s, input_fired_time: 0.2712709904, output_fired_time: 0.0000000000, propagate_forward_time: 12.1040267944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103109360
validation[          , genome  6924] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       805.23206, best error:       805.23206 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 165.4466247559s, input_fired_time: 2.2520306110, output_fired_time: 2.3228254318, propagate_forward_time: 61.3208084106, propagate_backward_time: 95.4993743896, weight_update_time: 0.2329819351, other_time: 4.0515823364
epoch time: 13.0015945435s, input_fired_time: 0.2751852274, output_fired_time: 0.0000000000, propagate_forward_time: 11.9781999588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7482089996
validation[          , genome  6924] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       806.74402, best error:       805.23206 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 166.1045989990s, input_fired_time: 2.2493312359, output_fired_time: 2.3354430199, propagate_forward_time: 61.1628494263, propagate_backward_time: 96.2790298462, weight_update_time: 0.2336189598, other_time: 4.0779418945
epoch time: 12.9826240540s, input_fired_time: 0.2725838125, output_fired_time: 0.0000000000, propagate_forward_time: 12.0079364777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7021036148
validation[          , genome  6924] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       825.15326, best error:       805.23206 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 165.0145263672s, input_fired_time: 2.2440938950, output_fired_time: 2.3223514557, propagate_forward_time: 60.9482078552, propagate_backward_time: 95.4557418823, weight_update_time: 0.2323311418, other_time: 4.0441207886
epoch time: 13.4847640991s, input_fired_time: 0.2789455056, output_fired_time: 0.0000000000, propagate_forward_time: 12.4644298553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7413883209
validation[          , genome  6924] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       886.50031, best error:       805.23206 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 166.1658630371s, input_fired_time: 2.2523539066, output_fired_time: 2.3277626038, propagate_forward_time: 61.1661949158, propagate_backward_time: 96.2863922119, weight_update_time: 0.2349314541, other_time: 4.1331634521
epoch time: 13.2175607681s, input_fired_time: 0.2718871832, output_fired_time: 0.0000000000, propagate_forward_time: 12.2209444046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247295380
validation[          , genome  6924] predictions:    9732/  10000 (97.32%), best:    9777/10000 (97.77%), error:       878.67212, best error:       805.23206 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 165.2251586914s, input_fired_time: 2.2501235008, output_fired_time: 2.3217802048, propagate_forward_time: 61.0260200500, propagate_backward_time: 95.5589904785, weight_update_time: 0.2334742993, other_time: 4.0682525635
epoch time: 13.2114019394s, input_fired_time: 0.2762893140, output_fired_time: 0.0000000000, propagate_forward_time: 12.1883335114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7467794418
validation[          , genome  6924] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       826.44177, best error:       805.23206 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 167.6636505127s, input_fired_time: 2.2774608135, output_fired_time: 2.3552536964, propagate_forward_time: 61.9323425293, propagate_backward_time: 97.0777664185, weight_update_time: 0.2356050313, other_time: 4.0208206177
epoch time: 13.2295732498s, input_fired_time: 0.2796359658, output_fired_time: 0.0000000000, propagate_forward_time: 12.2117490768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381877899
validation[          , genome  6924] predictions:    9750/  10000 (97.50%), best:    9777/10000 (97.77%), error:       837.27496, best error:       805.23206 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 166.2410430908s, input_fired_time: 2.2668564320, output_fired_time: 2.3276507854, propagate_forward_time: 61.4630508423, propagate_backward_time: 96.0633544922, weight_update_time: 0.2351977080, other_time: 4.1201248169
epoch time: 13.5170602798s, input_fired_time: 0.2806220949, output_fired_time: 0.0000000000, propagate_forward_time: 12.4985189438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7379188538
validation[          , genome  6924] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       757.76465, best error:       757.76465 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 164.9136810303s, input_fired_time: 2.2571616173, output_fired_time: 2.3130819798, propagate_forward_time: 60.7670097351, propagate_backward_time: 95.4657211304, weight_update_time: 0.2325022817, other_time: 4.1107101440
epoch time: 12.9023532867s, input_fired_time: 0.2716347277, output_fired_time: 0.0000000000, propagate_forward_time: 11.8779211044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527971268
validation[          , genome  6924] predictions:    9719/  10000 (97.19%), best:    9780/10000 (97.80%), error:       859.77063, best error:       757.76465 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 166.2001342773s, input_fired_time: 2.2552149296, output_fired_time: 2.3167510033, propagate_forward_time: 61.4363822937, propagate_backward_time: 96.1203460693, weight_update_time: 0.2334506810, other_time: 4.0714263916
epoch time: 13.3936147690s, input_fired_time: 0.2830894589, output_fired_time: 0.0000000000, propagate_forward_time: 12.3908443451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7196807861
validation[          , genome  6924] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       740.65277, best error:       740.65277 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 167.0353088379s, input_fired_time: 2.2715635300, output_fired_time: 2.3461685181, propagate_forward_time: 61.7112045288, propagate_backward_time: 96.5481033325, weight_update_time: 0.2351759523, other_time: 4.1582641602
epoch time: 13.0346050262s, input_fired_time: 0.2764781713, output_fired_time: 0.0000000000, propagate_forward_time: 12.0122327805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7458944321
validation[          , genome  6924] predictions:    9770/  10000 (97.70%), best:    9782/10000 (97.82%), error:       775.38116, best error:       740.65277 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 165.2172851563s, input_fired_time: 2.2575957775, output_fired_time: 2.3211522102, propagate_forward_time: 61.0700340271, propagate_backward_time: 95.5589218140, weight_update_time: 0.2313607782, other_time: 4.0095748901
epoch time: 13.3477869034s, input_fired_time: 0.2870313227, output_fired_time: 0.0000000000, propagate_forward_time: 12.2737817764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7869739532
validation[          , genome  6924] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       705.59558, best error:       705.59558 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 166.3750762939s, input_fired_time: 2.2753291130, output_fired_time: 2.3249194622, propagate_forward_time: 61.5366592407, propagate_backward_time: 96.1349792480, weight_update_time: 0.2347965240, other_time: 4.1031875610
epoch time: 13.3339204788s, input_fired_time: 0.2805299461, output_fired_time: 0.0000000000, propagate_forward_time: 12.2915506363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7618398666
validation[          , genome  6924] predictions:    9788/  10000 (97.88%), best:    9770/10000 (97.70%), error:       740.13965, best error:       705.59558 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 166.5708007813s, input_fired_time: 2.2706058025, output_fired_time: 2.3314390182, propagate_forward_time: 61.4503097534, propagate_backward_time: 96.4288024902, weight_update_time: 0.2344107330, other_time: 4.0896530151
epoch time: 13.4128170013s, input_fired_time: 0.2836209238, output_fired_time: 0.0000000000, propagate_forward_time: 12.4160604477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131357193
validation[          , genome  6924] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       890.20294, best error:       705.59558 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 165.1036682129s, input_fired_time: 2.2581582069, output_fired_time: 2.3094148636, propagate_forward_time: 60.7583618164, propagate_backward_time: 95.7205810547, weight_update_time: 0.2324498892, other_time: 4.0571441650
epoch time: 13.5232267380s, input_fired_time: 0.2861702144, output_fired_time: 0.0000000000, propagate_forward_time: 12.4652166367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7718400955
validation[          , genome  6924] predictions:    9781/  10000 (97.81%), best:    9770/10000 (97.70%), error:       717.86548, best error:       705.59558 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 165.5875854492s, input_fired_time: 2.2642784119, output_fired_time: 2.3130583763, propagate_forward_time: 61.2137298584, propagate_backward_time: 95.7422714233, weight_update_time: 0.2330031842, other_time: 4.0542373657
epoch time: 13.5708856583s, input_fired_time: 0.2841802239, output_fired_time: 0.0000000000, propagate_forward_time: 12.4651508331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8215541840
validation[          , genome  6924] predictions:    9714/  10000 (97.14%), best:    9770/10000 (97.70%), error:       949.63763, best error:       705.59558 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 166.8246459961s, input_fired_time: 2.2827296257, output_fired_time: 2.3380386829, propagate_forward_time: 61.7611923218, propagate_backward_time: 96.3516540527, weight_update_time: 0.2336466312, other_time: 4.0910263062
epoch time: 12.8612852097s, input_fired_time: 0.2737676203, output_fired_time: 0.0000000000, propagate_forward_time: 11.8814935684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060241699
validation[          , genome  6924] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       787.17188, best error:       705.59558 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 166.7417449951s, input_fired_time: 2.2815561295, output_fired_time: 2.3475842476, propagate_forward_time: 61.5712318420, propagate_backward_time: 96.4931716919, weight_update_time: 0.2339243740, other_time: 4.0482101440
epoch time: 13.6187801361s, input_fired_time: 0.2875847816, output_fired_time: 0.0000000000, propagate_forward_time: 12.6133460999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178497314
validation[          , genome  6924] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       804.14069, best error:       705.59558 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 163.3506774902s, input_fired_time: 2.2495524883, output_fired_time: 2.2861292362, propagate_forward_time: 60.3360481262, propagate_backward_time: 94.4144973755, weight_update_time: 0.2296633571, other_time: 4.0644454956
epoch time: 11.8502349854s, input_fired_time: 0.2587179542, output_fired_time: 0.0000000000, propagate_forward_time: 10.9169225693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745948792
validation[          , genome  6924] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       846.81396, best error:       705.59558 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 166.0809936523s, input_fired_time: 2.2846128941, output_fired_time: 2.3390822411, propagate_forward_time: 61.4120674133, propagate_backward_time: 95.9259109497, weight_update_time: 0.2327014953, other_time: 4.1193313599
epoch time: 13.3806619644s, input_fired_time: 0.2829215825, output_fired_time: 0.0000000000, propagate_forward_time: 12.3820667267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156734467
validation[          , genome  6924] predictions:    9704/  10000 (97.04%), best:    9770/10000 (97.70%), error:       912.84766, best error:       705.59558 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 167.1750793457s, input_fired_time: 2.2864863873, output_fired_time: 2.3525376320, propagate_forward_time: 61.7087593079, propagate_backward_time: 96.6226882935, weight_update_time: 0.2351567894, other_time: 4.2046127319
epoch time: 13.4405908585s, input_fired_time: 0.2848747373, output_fired_time: 0.0000000000, propagate_forward_time: 12.4011516571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545642853
validation[          , genome  6924] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       785.29083, best error:       705.59558 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 166.7815551758s, input_fired_time: 2.2939164639, output_fired_time: 2.3423476219, propagate_forward_time: 61.9608688354, propagate_backward_time: 96.0941162109, weight_update_time: 0.2338883281, other_time: 4.0903091431
epoch time: 12.9218330383s, input_fired_time: 0.2762047648, output_fired_time: 0.0000000000, propagate_forward_time: 11.9339456558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7116823196
validation[          , genome  6924] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       778.37524, best error:       705.59558 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 162.7434692383s, input_fired_time: 2.2536041737, output_fired_time: 2.2953064442, propagate_forward_time: 60.3453636169, propagate_backward_time: 93.7638320923, weight_update_time: 0.2293810993, other_time: 4.0853652954
epoch time: 11.7260904312s, input_fired_time: 0.2574089766, output_fired_time: 0.0000000000, propagate_forward_time: 10.7958345413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728467941
validation[          , genome  6924] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       837.78680, best error:       705.59558 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 166.7802124023s, input_fired_time: 2.2812619209, output_fired_time: 2.3493061066, propagate_forward_time: 61.5403633118, propagate_backward_time: 96.5545883179, weight_update_time: 0.2343268245, other_time: 4.0546951294
epoch time: 12.8722486496s, input_fired_time: 0.2719592750, output_fired_time: 0.0000000000, propagate_forward_time: 11.8867893219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135000229
validation[          , genome  6924] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       772.84503, best error:       705.59558 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 164.8837738037s, input_fired_time: 2.2705309391, output_fired_time: 2.3105938435, propagate_forward_time: 60.9661636353, propagate_backward_time: 95.2693405151, weight_update_time: 0.2320942134, other_time: 4.0671386719
epoch time: 13.6459941864s, input_fired_time: 0.2855536342, output_fired_time: 0.0000000000, propagate_forward_time: 12.6129188538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7475214005
validation[          , genome  6924] predictions:    9708/  10000 (97.08%), best:    9770/10000 (97.70%), error:       911.34821, best error:       705.59558 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 164.3919219971s, input_fired_time: 2.2602910995, output_fired_time: 2.3158631325, propagate_forward_time: 60.6845588684, propagate_backward_time: 95.0772399902, weight_update_time: 0.2314730883, other_time: 4.0539855957
epoch time: 13.0938873291s, input_fired_time: 0.2843497992, output_fired_time: 0.0000000000, propagate_forward_time: 12.0562391281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532987595
validation[          , genome  6924] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       964.07642, best error:       705.59558 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 165.1223144531s, input_fired_time: 2.2711269855, output_fired_time: 2.3138911724, propagate_forward_time: 60.9931602478, propagate_backward_time: 95.4673461914, weight_update_time: 0.2303293198, other_time: 4.0767822266
epoch time: 12.7259674072s, input_fired_time: 0.2720625401, output_fired_time: 0.0000000000, propagate_forward_time: 11.7369852066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7169198990
validation[          , genome  6924] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       799.95184, best error:       705.59558 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 162.8620300293s, input_fired_time: 2.2505381107, output_fired_time: 2.2652990818, propagate_forward_time: 60.3186988831, propagate_backward_time: 93.9945526123, weight_update_time: 0.2309815586, other_time: 4.0329437256
epoch time: 13.4954481125s, input_fired_time: 0.2857139707, output_fired_time: 0.0000000000, propagate_forward_time: 12.4898672104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7198667526
validation[          , genome  6924] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       741.20282, best error:       705.59558 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 166.0870819092s, input_fired_time: 2.2789373398, output_fired_time: 2.3272836208, propagate_forward_time: 61.5055809021, propagate_backward_time: 95.9270858765, weight_update_time: 0.2338761687, other_time: 4.0481948853
epoch time: 13.7382230759s, input_fired_time: 0.2886994183, output_fired_time: 0.0000000000, propagate_forward_time: 12.7104310989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7390928268
validation[          , genome  6924] predictions:    9785/  10000 (97.85%), best:    9770/10000 (97.70%), error:       735.82813, best error:       705.59558 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 164.7631988525s, input_fired_time: 2.2699096203, output_fired_time: 2.3016026020, propagate_forward_time: 60.6467094421, propagate_backward_time: 95.4435195923, weight_update_time: 0.2320923656, other_time: 4.1014480591
epoch time: 11.9952287674s, input_fired_time: 0.2628912330, output_fired_time: 0.0000000000, propagate_forward_time: 11.0455083847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868295670
validation[          , genome  6924] predictions:    9773/  10000 (97.73%), best:    9770/10000 (97.70%), error:       754.10834, best error:       705.59558 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 166.0063171387s, input_fired_time: 2.2855830193, output_fired_time: 2.3270399570, propagate_forward_time: 61.3679237366, propagate_backward_time: 95.9060516357, weight_update_time: 0.2335140705, other_time: 4.1197204590
epoch time: 12.8509807587s, input_fired_time: 0.2793558538, output_fired_time: 0.0000000000, propagate_forward_time: 11.8586196899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7130050659
validation[          , genome  6924] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       816.49823, best error:       705.59558 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 166.7014312744s, input_fired_time: 2.2933020592, output_fired_time: 2.3280868530, propagate_forward_time: 61.4473762512, propagate_backward_time: 96.4119796753, weight_update_time: 0.2342093885, other_time: 4.2206954956
epoch time: 12.7260417938s, input_fired_time: 0.2764210999, output_fired_time: 0.0000000000, propagate_forward_time: 11.7495861053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000341415
validation[          , genome  6924] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       888.97101, best error:       705.59558 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 166.6847839355s, input_fired_time: 2.3277611732, output_fired_time: 2.3490903378, propagate_forward_time: 61.4229164124, propagate_backward_time: 96.4925613403, weight_update_time: 0.2336061448, other_time: 4.0924606323
epoch time: 13.3643350601s, input_fired_time: 0.2835986912, output_fired_time: 0.0000000000, propagate_forward_time: 12.3635406494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7171955109
validation[          , genome  6924] predictions:    9741/  10000 (97.41%), best:    9770/10000 (97.70%), error:       830.28113, best error:       705.59558 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 166.9133758545s, input_fired_time: 2.2861166000, output_fired_time: 2.3274767399, propagate_forward_time: 61.6075859070, propagate_backward_time: 96.5542449951, weight_update_time: 0.2350107580, other_time: 4.1379394531
epoch time: 13.3237857819s, input_fired_time: 0.2852723002, output_fired_time: 0.0000000000, propagate_forward_time: 12.3100013733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7285118103
validation[          , genome  6924] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       777.05225, best error:       705.59558 on epoch:    35, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 167.7926635742s, input_fired_time: 2.3004810810, output_fired_time: 2.3402986526, propagate_forward_time: 62.0344429016, propagate_backward_time: 96.9802780151, weight_update_time: 0.2353932112, other_time: 4.1371688843
epoch time: 13.3368320465s, input_fired_time: 0.2845234275, output_fired_time: 0.0000000000, propagate_forward_time: 12.3040742874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7482347488
validation[          , genome  6924] predictions:    9721/  10000 (97.21%), best:    9770/10000 (97.70%), error:       909.87634, best error:       705.59558 on epoch:    35, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 166.2887268066s, input_fired_time: 2.2871730328, output_fired_time: 2.3235425949, propagate_forward_time: 61.2664299011, propagate_backward_time: 96.2179107666, weight_update_time: 0.2324165851, other_time: 4.1936645508
epoch time: 13.2116861343s, input_fired_time: 0.2813161612, output_fired_time: 0.0000000000, propagate_forward_time: 12.2183637619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120065689
validation[          , genome  6924] predictions:    9729/  10000 (97.29%), best:    9770/10000 (97.70%), error:       859.66107, best error:       705.59558 on epoch:    35, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 166.7821807861s, input_fired_time: 2.2881543636, output_fired_time: 2.3366537094, propagate_forward_time: 61.3571777344, propagate_backward_time: 96.5589447021, weight_update_time: 0.2340998352, other_time: 4.2412567139
epoch time: 13.5059976578s, input_fired_time: 0.2863051593, output_fired_time: 0.0000000000, propagate_forward_time: 12.4793558121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7403364182
validation[          , genome  6924] predictions:    9787/  10000 (97.87%), best:    9770/10000 (97.70%), error:       723.49335, best error:       705.59558 on epoch:    35, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 164.6563568115s, input_fired_time: 2.2638032436, output_fired_time: 2.3034722805, propagate_forward_time: 60.8614997864, propagate_backward_time: 95.1766967773, weight_update_time: 0.2325292379, other_time: 4.0508880615
epoch time: 12.7624750137s, input_fired_time: 0.2773119807, output_fired_time: 0.0000000000, propagate_forward_time: 11.7868041992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6983585358
validation[          , genome  6924] predictions:    9783/  10000 (97.83%), best:    9770/10000 (97.70%), error:       717.93036, best error:       705.59558 on epoch:    35, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 168.1846466064s, input_fired_time: 2.3045957088, output_fired_time: 2.3607919216, propagate_forward_time: 62.1345977783, propagate_backward_time: 97.3072433472, weight_update_time: 0.2355142832, other_time: 4.0774154663
epoch time: 13.4308214188s, input_fired_time: 0.2817084193, output_fired_time: 0.0000000000, propagate_forward_time: 12.4329233170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7161893845
validation[          , genome  6924] predictions:    9694/  10000 (96.94%), best:    9770/10000 (97.70%), error:       946.52435, best error:       705.59558 on epoch:    35, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 167.8030242920s, input_fired_time: 2.3028099537, output_fired_time: 2.3434839249, propagate_forward_time: 62.0433273315, propagate_backward_time: 96.9417266846, weight_update_time: 0.2351585180, other_time: 4.1716690063
epoch time: 12.0146951675s, input_fired_time: 0.2605307996, output_fired_time: 0.0000000000, propagate_forward_time: 11.0670776367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870870590
validation[          , genome  6924] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       825.24048, best error:       705.59558 on epoch:    35, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 165.3412933350s, input_fired_time: 2.2815976143, output_fired_time: 2.3132448196, propagate_forward_time: 61.2434005737, propagate_backward_time: 95.3752517700, weight_update_time: 0.2321695536, other_time: 4.1277923584
epoch time: 12.6291828156s, input_fired_time: 0.2735010386, output_fired_time: 0.0000000000, propagate_forward_time: 11.6002321243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7554492950
validation[          , genome  6924] predictions:    9698/  10000 (96.98%), best:    9770/10000 (97.70%), error:       959.00464, best error:       705.59558 on epoch:    35, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 166.2950439453s, input_fired_time: 2.2856431007, output_fired_time: 2.3278019428, propagate_forward_time: 61.3805313110, propagate_backward_time: 96.2240829468, weight_update_time: 0.2343500108, other_time: 4.0769805908
epoch time: 13.4344854355s, input_fired_time: 0.2847669721, output_fired_time: 0.0000000000, propagate_forward_time: 12.4241981506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7255201340
validation[          , genome  6924] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       784.42212, best error:       705.59558 on epoch:    35, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 168.0488586426s, input_fired_time: 2.3062889576, output_fired_time: 2.3473918438, propagate_forward_time: 61.9042472839, propagate_backward_time: 97.3202972412, weight_update_time: 0.2372175157, other_time: 4.1706237793
epoch time: 13.3358325958s, input_fired_time: 0.2816059589, output_fired_time: 0.0000000000, propagate_forward_time: 12.3224897385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317371368
validation[          , genome  6924] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       818.87286, best error:       705.59558 on epoch:    35, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 167.0380096436s, input_fired_time: 2.3001449108, output_fired_time: 2.3353183270, propagate_forward_time: 61.5968170166, propagate_backward_time: 96.5610809326, weight_update_time: 0.2359128147, other_time: 4.2446594238
epoch time: 12.5311641693s, input_fired_time: 0.2709863782, output_fired_time: 0.0000000000, propagate_forward_time: 11.5601902008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6999874115
validation[          , genome  6924] predictions:    9796/  10000 (97.96%), best:    9770/10000 (97.70%), error:       716.05029, best error:       705.59558 on epoch:    35, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 163.4741668701s, input_fired_time: 2.2691652775, output_fired_time: 2.2920448780, propagate_forward_time: 60.3590431213, propagate_backward_time: 94.4957275391, weight_update_time: 0.2302987427, other_time: 4.0581970215
epoch time: 13.2807769775s, input_fired_time: 0.2821126282, output_fired_time: 0.0000000000, propagate_forward_time: 12.2795152664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7191486359
validation[          , genome  6924] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       673.03558, best error:       673.03558 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 166.4927978516s, input_fired_time: 2.3010859489, output_fired_time: 2.3336119652, propagate_forward_time: 61.7019615173, propagate_backward_time: 95.9502716064, weight_update_time: 0.2351668477, other_time: 4.2058563232
epoch time: 12.9146137238s, input_fired_time: 0.2826180160, output_fired_time: 0.0000000000, propagate_forward_time: 11.9237775803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7082185745
validation[          , genome  6924] predictions:    9749/  10000 (97.49%), best:    9796/10000 (97.96%), error:       823.24683, best error:       673.03558 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 164.6415252686s, input_fired_time: 2.2792053223, output_fired_time: 2.3170382977, propagate_forward_time: 60.5385475159, propagate_backward_time: 95.4430770874, weight_update_time: 0.2309783846, other_time: 4.0636672974
epoch time: 13.2191066742s, input_fired_time: 0.2870842516, output_fired_time: 0.0000000000, propagate_forward_time: 12.1604404449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7715816498
validation[          , genome  6924] predictions:    9759/  10000 (97.59%), best:    9796/10000 (97.96%), error:       794.57971, best error:       673.03558 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 166.6720886230s, input_fired_time: 2.3002398014, output_fired_time: 2.3392343521, propagate_forward_time: 61.4194641113, propagate_backward_time: 96.4177322388, weight_update_time: 0.2335020155, other_time: 4.1954116821
epoch time: 11.0645084381s, input_fired_time: 0.2496040016, output_fired_time: 0.0000000000, propagate_forward_time: 10.1616744995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532297134
validation[          , genome  6924] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       767.73492, best error:       673.03558 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 163.1663970947s, input_fired_time: 2.2701411247, output_fired_time: 2.2834177017, propagate_forward_time: 60.3916664124, propagate_backward_time: 94.2121887207, weight_update_time: 0.2287323922, other_time: 4.0089874268
epoch time: 12.3289299011s, input_fired_time: 0.2679973841, output_fired_time: 0.0000000000, propagate_forward_time: 11.3711595535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6897726059
validation[          , genome  6924] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       719.44281, best error:       673.03558 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 165.2919464111s, input_fired_time: 2.3005936146, output_fired_time: 2.3312618732, propagate_forward_time: 60.8532218933, propagate_backward_time: 95.7507629395, weight_update_time: 0.2321462333, other_time: 4.0560913086
epoch time: 13.6887254715s, input_fired_time: 0.2931400239, output_fired_time: 0.0000000000, propagate_forward_time: 12.5730943680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8224906921
validation[          , genome  6924] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       745.56866, best error:       673.03558 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 165.3871765137s, input_fired_time: 2.2816700935, output_fired_time: 2.3102781773, propagate_forward_time: 61.0567703247, propagate_backward_time: 95.6668853760, weight_update_time: 0.2327859402, other_time: 4.0715713501
epoch time: 13.4641227722s, input_fired_time: 0.2867121100, output_fired_time: 0.0000000000, propagate_forward_time: 12.4490385056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7283725739
validation[          , genome  6924] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       733.52441, best error:       673.03558 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 164.0231018066s, input_fired_time: 2.2864365578, output_fired_time: 2.2897889614, propagate_forward_time: 60.2216262817, propagate_backward_time: 94.9912033081, weight_update_time: 0.2303860486, other_time: 4.2340393066
epoch time: 12.9692926407s, input_fired_time: 0.2778573632, output_fired_time: 0.0000000000, propagate_forward_time: 11.9783649445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7130699158
validation[          , genome  6924] predictions:    9764/  10000 (97.64%), best:    9796/10000 (97.96%), error:       758.78473, best error:       673.03558 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 165.4600067139s, input_fired_time: 2.2881469727, output_fired_time: 2.3263177872, propagate_forward_time: 60.9202194214, propagate_backward_time: 95.7816696167, weight_update_time: 0.2342902422, other_time: 4.1436462402
epoch time: 13.6337337494s, input_fired_time: 0.2950427830, output_fired_time: 0.0000000000, propagate_forward_time: 12.4360961914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9025945663
validation[          , genome  6924] predictions:    9786/  10000 (97.86%), best:    9796/10000 (97.96%), error:       696.14099, best error:       673.03558 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.9045562744s, input_fired_time: 2.3055448532, output_fired_time: 2.3485987186, propagate_forward_time: 61.5958518982, propagate_backward_time: 96.4858169556, weight_update_time: 0.2342889607, other_time: 4.1687393188
epoch time: 13.7202043533s, input_fired_time: 0.2905168533, output_fired_time: 0.0000000000, propagate_forward_time: 12.6990861893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7306013107
validation[          , genome  6924] predictions:    9723/  10000 (97.23%), best:    9796/10000 (97.96%), error:       823.47168, best error:       673.03558 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 164.2238922119s, input_fired_time: 2.2799425125, output_fired_time: 2.3006241322, propagate_forward_time: 60.4518699646, propagate_backward_time: 95.1324157715, weight_update_time: 0.2295071930, other_time: 4.0590362549
epoch time: 13.8598384857s, input_fired_time: 0.2951336205, output_fired_time: 0.0000000000, propagate_forward_time: 12.8108177185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7538871765
validation[          , genome  6924] predictions:    9782/  10000 (97.82%), best:    9796/10000 (97.96%), error:       742.66803, best error:       673.03558 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 165.6125183105s, input_fired_time: 2.2995388508, output_fired_time: 2.3340170383, propagate_forward_time: 61.0935401917, propagate_backward_time: 95.6975402832, weight_update_time: 0.2328038663, other_time: 4.1878814697
epoch time: 13.0364208221s, input_fired_time: 0.2836859822, output_fired_time: 0.0000000000, propagate_forward_time: 12.0489749908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037601471
validation[          , genome  6924] predictions:    9775/  10000 (97.75%), best:    9796/10000 (97.96%), error:       745.84662, best error:       673.03558 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 167.2172546387s, input_fired_time: 2.3104286194, output_fired_time: 2.3501367569, propagate_forward_time: 61.6686019897, propagate_backward_time: 96.6659317017, weight_update_time: 0.2347930372, other_time: 4.2221527100
epoch time: 13.1488409042s, input_fired_time: 0.2834536731, output_fired_time: 0.0000000000, propagate_forward_time: 12.1596679688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057189941
validation[          , genome  6924] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       753.67682, best error:       673.03558 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 167.0546569824s, input_fired_time: 2.3061938286, output_fired_time: 2.3536651134, propagate_forward_time: 61.4168853760, propagate_backward_time: 96.8333740234, weight_update_time: 0.2357035875, other_time: 4.1445312500
epoch time: 13.6540489197s, input_fired_time: 0.2916013300, output_fired_time: 0.0000000000, propagate_forward_time: 12.6243886948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380590439
validation[          , genome  6924] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       756.10406, best error:       673.03558 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 165.7395629883s, input_fired_time: 2.2954297066, output_fired_time: 2.3177242279, propagate_forward_time: 61.2353210449, propagate_backward_time: 95.8294677734, weight_update_time: 0.2324435711, other_time: 4.0616302490
epoch time: 13.3962135315s, input_fired_time: 0.2864939272, output_fired_time: 0.0000000000, propagate_forward_time: 12.3787527084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7309665680
validation[          , genome  6924] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       737.97498, best error:       673.03558 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.0531158447s, input_fired_time: 2.3004832268, output_fired_time: 2.3300106525, propagate_forward_time: 61.1996002197, propagate_backward_time: 96.0977096558, weight_update_time: 0.2314886302, other_time: 4.1253128052
epoch time: 13.6782274246s, input_fired_time: 0.2910777926, output_fired_time: 0.0000000000, propagate_forward_time: 12.5783061981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8088436127
validation[          , genome  6924] predictions:    9703/  10000 (97.03%), best:    9796/10000 (97.96%), error:       932.35730, best error:       673.03558 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 165.2927551270s, input_fired_time: 2.2880077362, output_fired_time: 2.3218464851, propagate_forward_time: 60.8041610718, propagate_backward_time: 95.7485580444, weight_update_time: 0.2307906598, other_time: 4.1301727295
epoch time: 13.3147163391s, input_fired_time: 0.2871772945, output_fired_time: 0.0000000000, propagate_forward_time: 12.3178720474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096672058
validation[          , genome  6924] predictions:    9758/  10000 (97.58%), best:    9796/10000 (97.96%), error:       747.88080, best error:       673.03558 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 166.3990325928s, input_fired_time: 2.3064632416, output_fired_time: 2.3283677101, propagate_forward_time: 61.1966133118, propagate_backward_time: 96.3986053467, weight_update_time: 0.2334543169, other_time: 4.1689910889
epoch time: 13.6510095596s, input_fired_time: 0.2926022112, output_fired_time: 0.0000000000, propagate_forward_time: 12.6266775131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317295074
validation[          , genome  6924] predictions:    9794/  10000 (97.94%), best:    9796/10000 (97.96%), error:       695.46075, best error:       673.03558 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 167.2104797363s, input_fired_time: 2.3213937283, output_fired_time: 2.3346624374, propagate_forward_time: 61.9613418579, propagate_backward_time: 96.4686965942, weight_update_time: 0.2356829643, other_time: 4.1243896484
epoch time: 13.7283725739s, input_fired_time: 0.2954555154, output_fired_time: 0.0000000000, propagate_forward_time: 12.7059459686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7269706726
validation[          , genome  6924] predictions:    9740/  10000 (97.40%), best:    9796/10000 (97.96%), error:       874.72668, best error:       673.03558 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 165.1547546387s, input_fired_time: 2.2950670719, output_fired_time: 2.3162164688, propagate_forward_time: 60.9201965332, propagate_backward_time: 95.5059356689, weight_update_time: 0.2327999324, other_time: 4.1173248291
epoch time: 13.4080457687s, input_fired_time: 0.2874750793, output_fired_time: 0.0000000000, propagate_forward_time: 12.3879785538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7325925827
validation[          , genome  6924] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       795.87506, best error:       673.03558 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 166.3833770752s, input_fired_time: 2.3056411743, output_fired_time: 2.3339622021, propagate_forward_time: 61.2905082703, propagate_backward_time: 96.2184829712, weight_update_time: 0.2341721207, other_time: 4.2347640991
epoch time: 13.5282878876s, input_fired_time: 0.2901032865, output_fired_time: 0.0000000000, propagate_forward_time: 12.5174875259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206974030
validation[          , genome  6924] predictions:    9745/  10000 (97.45%), best:    9796/10000 (97.96%), error:       814.43292, best error:       673.03558 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.0708923340s, input_fired_time: 2.3081698418, output_fired_time: 2.3184266090, propagate_forward_time: 61.4232559204, propagate_backward_time: 95.9272079468, weight_update_time: 0.2321823537, other_time: 4.0938415527
epoch time: 13.7897596359s, input_fired_time: 0.2933252454, output_fired_time: 0.0000000000, propagate_forward_time: 12.7740449905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223892212
validation[          , genome  6924] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       752.95435, best error:       673.03558 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 167.2886810303s, input_fired_time: 2.3217432499, output_fired_time: 2.3392376900, propagate_forward_time: 61.7785110474, propagate_backward_time: 96.6815261841, weight_update_time: 0.2359496355, other_time: 4.1676635742
epoch time: 13.1806716919s, input_fired_time: 0.2865642905, output_fired_time: 0.0000000000, propagate_forward_time: 12.0936937332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8004140854
validation[          , genome  6924] predictions:    9721/  10000 (97.21%), best:    9796/10000 (97.96%), error:       915.08478, best error:       673.03558 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 164.6965637207s, input_fired_time: 2.3012793064, output_fired_time: 2.3127903938, propagate_forward_time: 60.9639663696, propagate_backward_time: 95.0310058594, weight_update_time: 0.2311039120, other_time: 4.0875167847
epoch time: 13.4255857468s, input_fired_time: 0.2852473855, output_fired_time: 0.0000000000, propagate_forward_time: 12.3583669662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7819709778
validation[          , genome  6924] predictions:    9788/  10000 (97.88%), best:    9796/10000 (97.96%), error:       723.09985, best error:       673.03558 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 163.7037658691s, input_fired_time: 2.2769281864, output_fired_time: 2.2841811180, propagate_forward_time: 60.2505569458, propagate_backward_time: 94.7226409912, weight_update_time: 0.2300894707, other_time: 4.1694564819
epoch time: 13.1914196014s, input_fired_time: 0.2862575054, output_fired_time: 0.0000000000, propagate_forward_time: 12.1870412827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7181205750
validation[          , genome  6924] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       729.77441, best error:       673.03558 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.0698699951s, input_fired_time: 2.3131814003, output_fired_time: 2.3411982059, propagate_forward_time: 61.2573013306, propagate_backward_time: 96.0158843994, weight_update_time: 0.2329360545, other_time: 4.1422958374
epoch time: 13.2661771774s, input_fired_time: 0.2877200842, output_fired_time: 0.0000000000, propagate_forward_time: 12.2606763840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177810669
validation[          , genome  6924] predictions:    9695/  10000 (96.95%), best:    9796/10000 (97.96%), error:      1005.77716, best error:       673.03558 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 164.7449645996s, input_fired_time: 2.2819848061, output_fired_time: 2.3107914925, propagate_forward_time: 60.6422233582, propagate_backward_time: 95.4006805420, weight_update_time: 0.2313311398, other_time: 4.1092834473
epoch time: 12.5609054565s, input_fired_time: 0.2751527727, output_fired_time: 0.0000000000, propagate_forward_time: 11.5564079285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7293443680
validation[          , genome  6924] predictions:    9765/  10000 (97.65%), best:    9796/10000 (97.96%), error:       765.89746, best error:       673.03558 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 163.7160644531s, input_fired_time: 2.2835781574, output_fired_time: 2.3019971848, propagate_forward_time: 60.2719039917, propagate_backward_time: 94.5176162720, weight_update_time: 0.2310627103, other_time: 4.3409576416
epoch time: 13.7042970657s, input_fired_time: 0.2952182591, output_fired_time: 0.0000000000, propagate_forward_time: 12.6005601883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8085184097
validation[          , genome  6924] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       748.22009, best error:       673.03558 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 165.7704315186s, input_fired_time: 2.3045156002, output_fired_time: 2.3250665665, propagate_forward_time: 61.1898689270, propagate_backward_time: 95.8753890991, weight_update_time: 0.2321724892, other_time: 4.0755844116
epoch time: 13.3308973312s, input_fired_time: 0.2883401811, output_fired_time: 0.0000000000, propagate_forward_time: 12.2809886932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7615680695
validation[          , genome  6924] predictions:    9729/  10000 (97.29%), best:    9796/10000 (97.96%), error:       883.13275, best error:       673.03558 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 168.8659820557s, input_fired_time: 2.3329107761, output_fired_time: 2.3663456440, propagate_forward_time: 62.2868194580, propagate_backward_time: 97.6798324585, weight_update_time: 0.2374469787, other_time: 4.2000656128
epoch time: 12.8722467422s, input_fired_time: 0.2810552120, output_fired_time: 0.0000000000, propagate_forward_time: 11.8934526443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6977386475
validation[          , genome  6924] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       753.95386, best error:       673.03558 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 164.4927978516s, input_fired_time: 2.2935974598, output_fired_time: 2.3058850765, propagate_forward_time: 60.4427719116, propagate_backward_time: 95.2395706177, weight_update_time: 0.2304562479, other_time: 4.2109832764
epoch time: 13.1621513367s, input_fired_time: 0.2876732945, output_fired_time: 0.0000000000, propagate_forward_time: 12.1694183350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7050600052
validation[          , genome  6924] predictions:    9736/  10000 (97.36%), best:    9796/10000 (97.96%), error:       873.43085, best error:       673.03558 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 166.2028350830s, input_fired_time: 2.3198082447, output_fired_time: 2.3381757736, propagate_forward_time: 61.4289894104, propagate_backward_time: 96.0472717285, weight_update_time: 0.2339016050, other_time: 4.0685882568
epoch time: 13.3434457779s, input_fired_time: 0.2858564258, output_fired_time: 0.0000000000, propagate_forward_time: 12.3445444107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7130451202
validation[          , genome  6924] predictions:    9792/  10000 (97.92%), best:    9796/10000 (97.96%), error:       679.48566, best error:       673.03558 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 162.7351531982s, input_fired_time: 2.2822005749, output_fired_time: 2.2826073170, propagate_forward_time: 60.1386222839, propagate_backward_time: 93.9506225586, weight_update_time: 0.2293320447, other_time: 4.0811004639
epoch time: 12.9907083511s, input_fired_time: 0.2813442349, output_fired_time: 0.0000000000, propagate_forward_time: 12.0041971207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7051668167
validation[          , genome  6924] predictions:    9729/  10000 (97.29%), best:    9796/10000 (97.96%), error:       862.33044, best error:       673.03558 on epoch:    68, 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: 65.1148757935s, input_fired_time: 1.4002162218, output_fired_time: 0.0000000000, propagate_forward_time: 60.0586891174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6559715271
best training[          , genome  6924] predictions:   49630/  50000 (99.26%), best:    9796/10000 (97.96%), error:      1440.67200, best error:       673.03558 on epoch:    68, 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: 12.7402324677s, input_fired_time: 0.2715607285, output_fired_time: 0.0000000000, propagate_forward_time: 11.7630844116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7055873871
   testing[          , genome  6924] predictions:    9805/  10000 (98.05%), best:    9796/10000 (97.96%), error:       646.14197, best error:       673.03558 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:44:34 (5164): called boinc_finish(0)

</stderr_txt>
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