Nameexact_genome_1512568488_41_6894_1
Workunit2605726
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:09 UTC
Report deadline15 Dec 2017, 3:50:34 UTC
Received8 Dec 2017, 7:48:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67680
Run time2 hours 7 min 20 sec
CPU time2 hours 7 min 15 sec
Validate stateValid
Credit1,803.55
Device peak FLOPS3.96 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.06 MB
Peak swap size151.71 MB
Peak disk usage1.11 MB

Stderr output

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

epoch time: 71.0541381836s, input_fired_time: 0.8170859814, output_fired_time: 0.5080276728, propagate_forward_time: 27.7517452240, propagate_backward_time: 40.2096481323, weight_update_time: 0.0790199488, other_time: 1.7676315308
epoch time: 5.6256895065s, input_fired_time: 0.0816124156, output_fired_time: 0.0000000000, propagate_forward_time: 5.2445020676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995748520
validation[          , genome  6894] predictions:    9646/  10000 (96.46%), best:    9697/10000 (96.97%), error:      1232.65454, best error:      1030.20044 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 67.2490158081s, input_fired_time: 0.7807357311, output_fired_time: 0.4868008494, propagate_forward_time: 26.3294734955, propagate_backward_time: 37.9100341797, weight_update_time: 0.0795535520, other_time: 1.7419662476
epoch time: 5.6029186249s, input_fired_time: 0.0795112774, output_fired_time: 0.0000000000, propagate_forward_time: 5.2347841263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886233330
validation[          , genome  6894] predictions:    9673/  10000 (96.73%), best:    9697/10000 (96.97%), error:      1121.57532, best error:      1030.20044 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.1594696045s, input_fired_time: 0.7743299603, output_fired_time: 0.4671050608, propagate_forward_time: 26.2818832397, propagate_backward_time: 37.9129638672, weight_update_time: 0.0798606947, other_time: 1.7231903076
epoch time: 5.6099371910s, input_fired_time: 0.0807406604, output_fired_time: 0.0000000000, propagate_forward_time: 5.2365150452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926816940
validation[          , genome  6894] predictions:    9676/  10000 (96.76%), best:    9697/10000 (96.97%), error:      1111.50903, best error:      1030.20044 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.9387588501s, input_fired_time: 0.7741385698, output_fired_time: 0.4650930166, propagate_forward_time: 26.2087898254, propagate_backward_time: 37.7687759399, weight_update_time: 0.0796466470, other_time: 1.7219581604
epoch time: 5.6178355217s, input_fired_time: 0.0795786679, output_fired_time: 0.0000000000, propagate_forward_time: 5.2493009567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889556885
validation[          , genome  6894] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       980.45471, best error:       980.45471 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.3154907227s, input_fired_time: 0.7737828493, output_fired_time: 0.4695030749, propagate_forward_time: 26.8509597778, propagate_backward_time: 38.5172004700, weight_update_time: 0.0803198591, other_time: 1.7040443420
epoch time: 5.6002378464s, input_fired_time: 0.0800446868, output_fired_time: 0.0000000000, propagate_forward_time: 5.2300043106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901887894
validation[          , genome  6894] predictions:    9658/  10000 (96.58%), best:    9713/10000 (97.13%), error:      1087.41052, best error:       980.45471 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.1676940918s, input_fired_time: 0.7763007283, output_fired_time: 0.4652180374, propagate_forward_time: 26.3046436310, propagate_backward_time: 37.9240341187, weight_update_time: 0.0799852833, other_time: 1.6975021362
epoch time: 7.3015265465s, input_fired_time: 0.0959094539, output_fired_time: 0.0000000000, propagate_forward_time: 6.8549480438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506689072
validation[          , genome  6894] predictions:    9708/  10000 (97.08%), best:    9713/10000 (97.13%), error:       985.92877, best error:       980.45471 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.6277465820s, input_fired_time: 0.7782135606, output_fired_time: 0.4754227400, propagate_forward_time: 26.8282775879, propagate_backward_time: 38.7492218018, weight_update_time: 0.0809142739, other_time: 1.7966079712
epoch time: 5.6232085228s, input_fired_time: 0.0797602087, output_fired_time: 0.0000000000, propagate_forward_time: 5.2298913002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135571480
validation[          , genome  6894] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       969.56964, best error:       969.56964 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 69.8804855347s, input_fired_time: 0.7935552001, output_fired_time: 0.4801540375, propagate_forward_time: 27.3659992218, propagate_backward_time: 39.1645126343, weight_update_time: 0.0813993514, other_time: 2.0762634277
epoch time: 5.7262668610s, input_fired_time: 0.0837130696, output_fired_time: 0.0000000000, propagate_forward_time: 5.2992973328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432564735
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       926.45868, best error:       926.45868 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.0624465942s, input_fired_time: 0.7847853303, output_fired_time: 0.4716358483, propagate_forward_time: 26.4911289215, propagate_backward_time: 38.2794799805, weight_update_time: 0.0806000307, other_time: 2.0354232788
epoch time: 5.6072134972s, input_fired_time: 0.0805540159, output_fired_time: 0.0000000000, propagate_forward_time: 5.2359066010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907528877
validation[          , genome  6894] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       921.71985, best error:       921.71985 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 69.6823272705s, input_fired_time: 0.7909242511, output_fired_time: 0.4817167222, propagate_forward_time: 27.1488990784, propagate_backward_time: 39.3232536316, weight_update_time: 0.0820934772, other_time: 1.9375305176
epoch time: 5.6888995171s, input_fired_time: 0.0860032216, output_fired_time: 0.0000000000, propagate_forward_time: 5.3048801422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980160713
validation[          , genome  6894] predictions:    9633/  10000 (96.33%), best:    9738/10000 (97.38%), error:      1080.70349, best error:       921.71985 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.9338760376s, input_fired_time: 0.7748984098, output_fired_time: 0.4657304585, propagate_forward_time: 26.1722793579, propagate_backward_time: 37.7816352844, weight_update_time: 0.0803079158, other_time: 1.7393379211
epoch time: 5.6760578156s, input_fired_time: 0.0828527212, output_fired_time: 0.0000000000, propagate_forward_time: 5.2964487076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967562675
validation[          , genome  6894] predictions:    9666/  10000 (96.66%), best:    9738/10000 (97.38%), error:      1104.03723, best error:       921.71985 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.1723861694s, input_fired_time: 0.7843398452, output_fired_time: 0.4681418538, propagate_forward_time: 26.2477569580, propagate_backward_time: 37.9095687866, weight_update_time: 0.0808121935, other_time: 1.7625808716
epoch time: 5.6220898628s, input_fired_time: 0.0838005096, output_fired_time: 0.0000000000, propagate_forward_time: 5.2433810234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949085236
validation[          , genome  6894] predictions:    9579/  10000 (95.79%), best:    9738/10000 (97.38%), error:      1288.18750, best error:       921.71985 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.4680099487s, input_fired_time: 0.7836647034, output_fired_time: 0.4683548212, propagate_forward_time: 26.3926506042, propagate_backward_time: 38.0921287537, weight_update_time: 0.0801839307, other_time: 1.7312088013
epoch time: 5.6179752350s, input_fired_time: 0.0821790174, output_fired_time: 0.0000000000, propagate_forward_time: 5.2404060364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953901291
validation[          , genome  6894] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       970.78546, best error:       921.71985 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.8697433472s, input_fired_time: 0.7896424532, output_fired_time: 0.4736293554, propagate_forward_time: 26.5251502991, propagate_backward_time: 38.3375205994, weight_update_time: 0.0806498602, other_time: 1.7437973022
epoch time: 5.6904497147s, input_fired_time: 0.0825503096, output_fired_time: 0.0000000000, propagate_forward_time: 5.3111357689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967634201
validation[          , genome  6894] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       934.27441, best error:       921.71985 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 68.9029388428s, input_fired_time: 0.7899962068, output_fired_time: 0.4787243307, propagate_forward_time: 27.0117321014, propagate_backward_time: 38.8974685669, weight_update_time: 0.0793202072, other_time: 1.7250213623
epoch time: 5.6270885468s, input_fired_time: 0.1005809978, output_fired_time: 0.0000000000, propagate_forward_time: 5.2358417511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906656265
validation[          , genome  6894] predictions:    9618/  10000 (96.18%), best:    9738/10000 (97.38%), error:      1176.72388, best error:       921.71985 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.2635955811s, input_fired_time: 0.7949284315, output_fired_time: 0.4725368619, propagate_forward_time: 26.6097831726, propagate_backward_time: 38.3117370605, weight_update_time: 0.0805412158, other_time: 2.0746116638
epoch time: 6.1642007828s, input_fired_time: 0.0884077102, output_fired_time: 0.0000000000, propagate_forward_time: 5.7132859230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625073433
validation[          , genome  6894] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       869.90863, best error:       869.90863 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.8233108521s, input_fired_time: 0.7894760370, output_fired_time: 0.4700768292, propagate_forward_time: 26.4704761505, propagate_backward_time: 38.1218338013, weight_update_time: 0.0801539794, other_time: 1.9714508057
epoch time: 5.7713656425s, input_fired_time: 0.0830814093, output_fired_time: 0.0000000000, propagate_forward_time: 5.3902177811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980666161
validation[          , genome  6894] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       894.02075, best error:       869.90863 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.9867706299s, input_fired_time: 0.8093617558, output_fired_time: 0.4695655704, propagate_forward_time: 26.8607616425, propagate_backward_time: 39.0286483765, weight_update_time: 0.0807281435, other_time: 1.8184280396
epoch time: 5.6254119873s, input_fired_time: 0.0818765610, output_fired_time: 0.0000000000, propagate_forward_time: 5.2559342384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876009941
validation[          , genome  6894] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       946.58246, best error:       869.90863 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 68.8472290039s, input_fired_time: 0.7916778326, output_fired_time: 0.4726417661, propagate_forward_time: 26.8216400146, propagate_backward_time: 38.9999160767, weight_update_time: 0.0812795907, other_time: 1.7613525391
epoch time: 5.6895532608s, input_fired_time: 0.0827060342, output_fired_time: 0.0000000000, propagate_forward_time: 5.3159132004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909340858
validation[          , genome  6894] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       876.70667, best error:       869.90863 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.4787979126s, input_fired_time: 0.7881118655, output_fired_time: 0.4695045054, propagate_forward_time: 26.2650165558, propagate_backward_time: 38.2175292969, weight_update_time: 0.0805219188, other_time: 1.7386398315
epoch time: 5.6149678230s, input_fired_time: 0.0828811750, output_fired_time: 0.0000000000, propagate_forward_time: 5.2368965149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951903343
validation[          , genome  6894] predictions:    9691/  10000 (96.91%), best:    9744/10000 (97.44%), error:       946.28198, best error:       869.90863 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.7150955200s, input_fired_time: 0.7898002267, output_fired_time: 0.4704639912, propagate_forward_time: 26.4637298584, propagate_backward_time: 38.2424240112, weight_update_time: 0.0809057876, other_time: 1.7486724854
epoch time: 5.6739940643s, input_fired_time: 0.0835781097, output_fired_time: 0.0000000000, propagate_forward_time: 5.2956299782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947859764
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       946.64319, best error:       869.90863 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 70.2959823608s, input_fired_time: 0.7973627448, output_fired_time: 0.4824798703, propagate_forward_time: 27.4966487885, propagate_backward_time: 39.7378387451, weight_update_time: 0.0820009783, other_time: 1.7816467285
epoch time: 5.6957044601s, input_fired_time: 0.1045746878, output_fired_time: 0.0000000000, propagate_forward_time: 5.2976684570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934613228
validation[          , genome  6894] predictions:    9721/  10000 (97.21%), best:    9744/10000 (97.44%), error:       917.98346, best error:       869.90863 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.6136627197s, input_fired_time: 0.7937288284, output_fired_time: 0.4888261259, propagate_forward_time: 26.3691463470, propagate_backward_time: 38.2126541138, weight_update_time: 0.0812686160, other_time: 1.7493057251
epoch time: 5.7146883011s, input_fired_time: 0.0854545683, output_fired_time: 0.0000000000, propagate_forward_time: 5.3319225311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973113060
validation[          , genome  6894] predictions:    9669/  10000 (96.69%), best:    9744/10000 (97.44%), error:      1103.40625, best error:       869.90863 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.4986190796s, input_fired_time: 0.8005858660, output_fired_time: 0.4793497622, propagate_forward_time: 27.1988124847, propagate_backward_time: 39.1218719482, weight_update_time: 0.0812692717, other_time: 1.8980026245
epoch time: 6.0946617126s, input_fired_time: 0.0871561319, output_fired_time: 0.0000000000, propagate_forward_time: 5.6913156509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161897659
validation[          , genome  6894] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       910.13470, best error:       869.90863 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.7650375366s, input_fired_time: 0.8063639998, output_fired_time: 0.4817368984, propagate_forward_time: 27.2616062164, propagate_backward_time: 39.2431755066, weight_update_time: 0.0811499059, other_time: 1.9721565247
epoch time: 6.0523800850s, input_fired_time: 0.0862649083, output_fired_time: 0.0000000000, propagate_forward_time: 5.6415443420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245706558
validation[          , genome  6894] predictions:    9617/  10000 (96.17%), best:    9744/10000 (97.44%), error:      1167.39441, best error:       869.90863 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.1598281860s, input_fired_time: 0.8046234846, output_fired_time: 0.4884333313, propagate_forward_time: 27.8681507111, propagate_backward_time: 40.0517234802, weight_update_time: 0.0826609209, other_time: 1.9468955994
epoch time: 5.6270070076s, input_fired_time: 0.0825051665, output_fired_time: 0.0000000000, propagate_forward_time: 5.2539734840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905282974
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9744/10000 (97.44%), error:       912.04950, best error:       869.90863 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.7324447632s, input_fired_time: 0.7935146689, output_fired_time: 0.4734569192, propagate_forward_time: 26.7869529724, propagate_backward_time: 38.8907890320, weight_update_time: 0.0813504010, other_time: 1.7877273560
epoch time: 5.7127652168s, input_fired_time: 0.0814575478, output_fired_time: 0.0000000000, propagate_forward_time: 5.3397798538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915277481
validation[          , genome  6894] predictions:    9683/  10000 (96.83%), best:    9744/10000 (97.44%), error:       964.08441, best error:       869.90863 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.5076904297s, input_fired_time: 0.7841893435, output_fired_time: 0.4667429626, propagate_forward_time: 26.3749752045, propagate_backward_time: 38.1576919556, weight_update_time: 0.0801958367, other_time: 1.7240905762
epoch time: 5.6575303078s, input_fired_time: 0.0829773322, output_fired_time: 0.0000000000, propagate_forward_time: 5.2775030136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970499992
validation[          , genome  6894] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:       971.44885, best error:       869.90863 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.3043289185s, input_fired_time: 0.7841915488, output_fired_time: 0.4675522745, propagate_forward_time: 26.2570590973, propagate_backward_time: 38.0553131104, weight_update_time: 0.0803202465, other_time: 1.7402114868
epoch time: 5.6194081306s, input_fired_time: 0.0857917815, output_fired_time: 0.0000000000, propagate_forward_time: 5.2377152443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959012985
validation[          , genome  6894] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1046.57593, best error:       869.90863 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.6303482056s, input_fired_time: 0.7906703949, output_fired_time: 0.4692393541, propagate_forward_time: 26.4711189270, propagate_backward_time: 38.1748085022, weight_update_time: 0.0804258063, other_time: 1.7245101929
epoch time: 5.6026391983s, input_fired_time: 0.0828096420, output_fired_time: 0.0000000000, propagate_forward_time: 5.2343883514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854413986
validation[          , genome  6894] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       853.59082, best error:       853.59082 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.0756149292s, input_fired_time: 0.7853478193, output_fired_time: 0.4700497389, propagate_forward_time: 26.6837997437, propagate_backward_time: 38.4342384338, weight_update_time: 0.0803117082, other_time: 1.7021827698
epoch time: 5.6176843643s, input_fired_time: 0.0864041448, output_fired_time: 0.0000000000, propagate_forward_time: 5.2386908531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925891876
validation[          , genome  6894] predictions:    9672/  10000 (96.72%), best:    9738/10000 (97.38%), error:      1017.95306, best error:       853.59082 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.8236694336s, input_fired_time: 0.7988105416, output_fired_time: 0.4834188521, propagate_forward_time: 27.3696861267, propagate_backward_time: 39.3390159607, weight_update_time: 0.0852766633, other_time: 1.8327331543
epoch time: 5.6560788155s, input_fired_time: 0.0829010606, output_fired_time: 0.0000000000, propagate_forward_time: 5.2501077652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230700493
validation[          , genome  6894] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:      1039.34070, best error:       853.59082 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.4942321777s, input_fired_time: 0.7917470932, output_fired_time: 0.4724945128, propagate_forward_time: 26.7010383606, propagate_backward_time: 38.5353546143, weight_update_time: 0.0804271922, other_time: 1.9935951233
epoch time: 5.6890802383s, input_fired_time: 0.0869725794, output_fired_time: 0.0000000000, propagate_forward_time: 5.2751107216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269968033
validation[          , genome  6894] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       861.30591, best error:       853.59082 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 69.2707824707s, input_fired_time: 0.7961778045, output_fired_time: 0.4840477109, propagate_forward_time: 27.0801048279, propagate_backward_time: 38.9224433899, weight_update_time: 0.0808945820, other_time: 1.9880065918
epoch time: 5.6706600189s, input_fired_time: 0.0829010457, output_fired_time: 0.0000000000, propagate_forward_time: 5.2935500145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942090034
validation[          , genome  6894] predictions:    9679/  10000 (96.79%), best:    9738/10000 (97.38%), error:       995.62329, best error:       853.59082 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 69.6897811890s, input_fired_time: 0.7909793258, output_fired_time: 0.4806160629, propagate_forward_time: 27.1636638641, propagate_backward_time: 39.4127311707, weight_update_time: 0.0807911754, other_time: 1.8417930603
epoch time: 5.6208691597s, input_fired_time: 0.0851821750, output_fired_time: 0.0000000000, propagate_forward_time: 5.2457079887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899789810
validation[          , genome  6894] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       844.03253, best error:       844.03253 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.3657989502s, input_fired_time: 0.7833018899, output_fired_time: 0.4653045237, propagate_forward_time: 26.3064994812, propagate_backward_time: 38.1180686951, weight_update_time: 0.0801718533, other_time: 1.6926269531
epoch time: 5.7088952065s, input_fired_time: 0.1040524170, output_fired_time: 0.0000000000, propagate_forward_time: 5.3169336319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879090309
validation[          , genome  6894] predictions:    9717/  10000 (97.17%), best:    9728/10000 (97.28%), error:       913.22046, best error:       844.03253 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.2807083130s, input_fired_time: 0.7836296558, output_fired_time: 0.4862372875, propagate_forward_time: 26.3790206909, propagate_backward_time: 37.9275093079, weight_update_time: 0.0797644481, other_time: 1.7043113708
epoch time: 5.7294406891s, input_fired_time: 0.0848480687, output_fired_time: 0.0000000000, propagate_forward_time: 5.3552551270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893376350
validation[          , genome  6894] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       795.58197, best error:       795.58197 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.6389694214s, input_fired_time: 0.8142798543, output_fired_time: 0.4675725400, propagate_forward_time: 26.4405021667, propagate_backward_time: 38.2240867615, weight_update_time: 0.0803467929, other_time: 1.6925277710
epoch time: 5.6005167961s, input_fired_time: 0.0825227201, output_fired_time: 0.0000000000, propagate_forward_time: 5.2290983200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888956070
validation[          , genome  6894] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       905.06281, best error:       795.58197 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.8798446655s, input_fired_time: 0.7876612544, output_fired_time: 0.4647943079, propagate_forward_time: 26.1589393616, propagate_backward_time: 37.7811737061, weight_update_time: 0.0796840861, other_time: 1.6872749329
epoch time: 5.6017856598s, input_fired_time: 0.0835992917, output_fired_time: 0.0000000000, propagate_forward_time: 5.2302923203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878942490
validation[          , genome  6894] predictions:    9739/  10000 (97.39%), best:    9755/10000 (97.55%), error:       860.24548, best error:       795.58197 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.4228439331s, input_fired_time: 0.8046793938, output_fired_time: 0.4936928153, propagate_forward_time: 27.7161140442, propagate_backward_time: 39.6961326599, weight_update_time: 0.0792261809, other_time: 1.7122268677
epoch time: 5.6086769104s, input_fired_time: 0.0840583891, output_fired_time: 0.0000000000, propagate_forward_time: 5.2355904579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890281677
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       833.32367, best error:       795.58197 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 70.0397644043s, input_fired_time: 0.8076859117, output_fired_time: 0.4832466543, propagate_forward_time: 27.3769683838, propagate_backward_time: 39.3125534058, weight_update_time: 0.0813868269, other_time: 2.0593109131
epoch time: 6.1365828514s, input_fired_time: 0.0903243721, output_fired_time: 0.0000000000, propagate_forward_time: 5.6837840080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624744415
validation[          , genome  6894] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       883.32806, best error:       795.58197 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 70.0462646484s, input_fired_time: 0.8101727366, output_fired_time: 0.4830756783, propagate_forward_time: 27.4598331451, propagate_backward_time: 39.3209724426, weight_update_time: 0.0817940161, other_time: 1.9722099304
epoch time: 5.6034750938s, input_fired_time: 0.0849046409, output_fired_time: 0.0000000000, propagate_forward_time: 5.2321043015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864661217
validation[          , genome  6894] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       858.46448, best error:       795.58197 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.1295776367s, input_fired_time: 0.8038626313, output_fired_time: 0.4776002765, propagate_forward_time: 27.0150680542, propagate_backward_time: 38.8923606873, weight_update_time: 0.0813369453, other_time: 1.9406852722
epoch time: 5.6200442314s, input_fired_time: 0.0856326148, output_fired_time: 0.0000000000, propagate_forward_time: 5.2410211563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933902740
validation[          , genome  6894] predictions:    9718/  10000 (97.18%), best:    9755/10000 (97.55%), error:       900.27679, best error:       795.58197 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.1198425293s, input_fired_time: 0.7927635312, output_fired_time: 0.4667573273, propagate_forward_time: 26.2508621216, propagate_backward_time: 37.9143714905, weight_update_time: 0.0796839222, other_time: 1.6950874329
epoch time: 5.6251368523s, input_fired_time: 0.0842329711, output_fired_time: 0.0000000000, propagate_forward_time: 5.2523932457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885107994
validation[          , genome  6894] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       927.65308, best error:       795.58197 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.4709548950s, input_fired_time: 0.7964941859, output_fired_time: 0.4677095115, propagate_forward_time: 26.4263057709, propagate_backward_time: 38.0597763062, weight_update_time: 0.0808094740, other_time: 1.7206649780
epoch time: 5.6080780029s, input_fired_time: 0.0840395913, output_fired_time: 0.0000000000, propagate_forward_time: 5.2345890999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894492149
validation[          , genome  6894] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       869.86212, best error:       795.58197 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.9064559937s, input_fired_time: 0.7921812534, output_fired_time: 0.4639425874, propagate_forward_time: 26.1752758026, propagate_backward_time: 37.7653160095, weight_update_time: 0.0805660561, other_time: 1.7097358704
epoch time: 5.6113524437s, input_fired_time: 0.0853059664, output_fired_time: 0.0000000000, propagate_forward_time: 5.2340168953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920293808
validation[          , genome  6894] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       912.77997, best error:       795.58197 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.9777755737s, input_fired_time: 0.7954005003, output_fired_time: 0.4640908837, propagate_forward_time: 26.2091808319, propagate_backward_time: 37.7986755371, weight_update_time: 0.0809053481, other_time: 1.7104263306
epoch time: 5.6281857491s, input_fired_time: 0.0852541700, output_fired_time: 0.0000000000, propagate_forward_time: 5.2536902428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892413139
validation[          , genome  6894] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       938.75488, best error:       795.58197 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.4154052734s, input_fired_time: 0.7949194312, output_fired_time: 0.4700537622, propagate_forward_time: 26.3885250092, propagate_backward_time: 38.0697822571, weight_update_time: 0.0792015418, other_time: 1.6921195984
epoch time: 5.6878614426s, input_fired_time: 0.0835370123, output_fired_time: 0.0000000000, propagate_forward_time: 5.3200039864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843203545
validation[          , genome  6894] predictions:    9687/  10000 (96.87%), best:    9755/10000 (97.55%), error:       971.87457, best error:       795.58197 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 69.9409408569s, input_fired_time: 0.8086736798, output_fired_time: 0.4812346995, propagate_forward_time: 27.4603118896, propagate_backward_time: 39.3427124023, weight_update_time: 0.0796121955, other_time: 1.8480148315
epoch time: 6.1635165215s, input_fired_time: 0.0901852250, output_fired_time: 0.0000000000, propagate_forward_time: 5.7271475792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461837769
validation[          , genome  6894] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       827.38965, best error:       795.58197 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 69.9026107788s, input_fired_time: 0.8114174008, output_fired_time: 0.4830680788, propagate_forward_time: 27.3162899017, propagate_backward_time: 39.2724037170, weight_update_time: 0.0817726254, other_time: 2.0194282532
epoch time: 6.4205536842s, input_fired_time: 0.0930873379, output_fired_time: 0.0000000000, propagate_forward_time: 5.9818358421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456306458
validation[          , genome  6894] predictions:    9734/  10000 (97.34%), best:    9755/10000 (97.55%), error:       838.53809, best error:       795.58197 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 69.9537506104s, input_fired_time: 0.8206813931, output_fired_time: 0.4836929440, propagate_forward_time: 27.3314132690, propagate_backward_time: 39.3185501099, weight_update_time: 0.0817032978, other_time: 1.9994125366
epoch time: 5.7088041306s, input_fired_time: 0.0898863673, output_fired_time: 0.0000000000, propagate_forward_time: 5.3257360458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931818962
validation[          , genome  6894] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       815.93781, best error:       795.58197 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 69.2268829346s, input_fired_time: 0.8054639101, output_fired_time: 0.4769658446, propagate_forward_time: 27.0696525574, propagate_backward_time: 39.0852165222, weight_update_time: 0.0813990161, other_time: 1.7895812988
epoch time: 5.6523060799s, input_fired_time: 0.0868810862, output_fired_time: 0.0000000000, propagate_forward_time: 5.2717928886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936320305
validation[          , genome  6894] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       838.10608, best error:       795.58197 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.8856430054s, input_fired_time: 0.7917711735, output_fired_time: 0.4636184871, propagate_forward_time: 26.1963329315, propagate_backward_time: 37.7451820374, weight_update_time: 0.0800684094, other_time: 1.6887397766
epoch time: 5.6032543182s, input_fired_time: 0.0850250050, output_fired_time: 0.0000000000, propagate_forward_time: 5.2322068214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860226631
validation[          , genome  6894] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       831.98804, best error:       795.58197 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.3947677612s, input_fired_time: 0.7922814488, output_fired_time: 0.4853269458, propagate_forward_time: 26.4625663757, propagate_backward_time: 37.9450607300, weight_update_time: 0.0798102692, other_time: 1.7095298767
epoch time: 5.7722249031s, input_fired_time: 0.0858181790, output_fired_time: 0.0000000000, propagate_forward_time: 5.3945841789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918224335
validation[          , genome  6894] predictions:    9677/  10000 (96.77%), best:    9755/10000 (97.55%), error:       972.14606, best error:       795.58197 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.8722915649s, input_fired_time: 0.7923678756, output_fired_time: 0.4724032283, propagate_forward_time: 26.1572608948, propagate_backward_time: 37.7638931274, weight_update_time: 0.0801932588, other_time: 1.6863670349
epoch time: 5.6098594666s, input_fired_time: 0.0857580081, output_fired_time: 0.0000000000, propagate_forward_time: 5.2363672256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877340317
validation[          , genome  6894] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       904.76776, best error:       795.58197 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.4150695801s, input_fired_time: 0.7973175049, output_fired_time: 0.4696146846, propagate_forward_time: 26.8526554108, propagate_backward_time: 38.6338195801, weight_update_time: 0.0771192983, other_time: 1.6616668701
epoch time: 5.6144957542s, input_fired_time: 0.0832747892, output_fired_time: 0.0000000000, propagate_forward_time: 5.2501773834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810435295
validation[          , genome  6894] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       918.11115, best error:       795.58197 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 70.8285751343s, input_fired_time: 0.8054077029, output_fired_time: 0.4805472791, propagate_forward_time: 27.7872905731, propagate_backward_time: 40.0559272766, weight_update_time: 0.0791768059, other_time: 1.6994056702
epoch time: 6.1713643074s, input_fired_time: 0.1085366383, output_fired_time: 0.0000000000, propagate_forward_time: 5.7622313499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005962372
validation[          , genome  6894] predictions:    9730/  10000 (97.30%), best:    9755/10000 (97.55%), error:       849.66827, best error:       795.58197 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 72.4935531616s, input_fired_time: 0.8426195383, output_fired_time: 0.4926142991, propagate_forward_time: 28.4433021545, propagate_backward_time: 40.7629394531, weight_update_time: 0.0828087702, other_time: 1.9520759583
epoch time: 5.9199056625s, input_fired_time: 0.0893163830, output_fired_time: 0.0000000000, propagate_forward_time: 5.4939599037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366293907
validation[          , genome  6894] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       865.02283, best error:       795.58197 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 69.0063247681s, input_fired_time: 0.8089450002, output_fired_time: 0.4769885540, propagate_forward_time: 26.9132614136, propagate_backward_time: 38.8856163025, weight_update_time: 0.0809429660, other_time: 1.9215126038
epoch time: 5.6029729843s, input_fired_time: 0.0841232091, output_fired_time: 0.0000000000, propagate_forward_time: 5.2339272499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849225998
validation[          , genome  6894] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       891.66974, best error:       795.58197 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 69.9557647705s, input_fired_time: 0.8093682528, output_fired_time: 0.4889696240, propagate_forward_time: 27.4269351959, propagate_backward_time: 39.4053955078, weight_update_time: 0.0810873061, other_time: 1.8250961304
epoch time: 6.2715396881s, input_fired_time: 0.0928861052, output_fired_time: 0.0000000000, propagate_forward_time: 5.8607368469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179168701
validation[          , genome  6894] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       851.20996, best error:       795.58197 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.1008071899s, input_fired_time: 0.7910801768, output_fired_time: 0.4642649591, propagate_forward_time: 26.2868556976, propagate_backward_time: 37.8659858704, weight_update_time: 0.0794021040, other_time: 1.6926231384
epoch time: 5.6003422737s, input_fired_time: 0.0850665718, output_fired_time: 0.0000000000, propagate_forward_time: 5.2319869995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832884789
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       843.48517, best error:       795.58197 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.4714202881s, input_fired_time: 0.7964000702, output_fired_time: 0.4753468037, propagate_forward_time: 26.7994003296, propagate_backward_time: 38.7195205688, weight_update_time: 0.0789147243, other_time: 1.6807479858
epoch time: 5.6211299896s, input_fired_time: 0.0867647529, output_fired_time: 0.0000000000, propagate_forward_time: 5.2439565659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904086113
validation[          , genome  6894] predictions:    9654/  10000 (96.54%), best:    9755/10000 (97.55%), error:      1086.51233, best error:       795.58197 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.3251800537s, input_fired_time: 0.7991358042, output_fired_time: 0.4717959762, propagate_forward_time: 26.7811355591, propagate_backward_time: 38.5704917908, weight_update_time: 0.0805583745, other_time: 1.7026252747
epoch time: 5.7630929947s, input_fired_time: 0.0897118226, output_fired_time: 0.0000000000, propagate_forward_time: 5.3745841980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987971306
validation[          , genome  6894] predictions:    9723/  10000 (97.23%), best:    9755/10000 (97.55%), error:       842.13306, best error:       795.58197 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 69.1098022461s, input_fired_time: 0.7989293337, output_fired_time: 0.4794397056, propagate_forward_time: 27.0696163177, propagate_backward_time: 39.0910491943, weight_update_time: 0.0757637322, other_time: 1.6707687378
epoch time: 6.1310000420s, input_fired_time: 0.0891772956, output_fired_time: 0.0000000000, propagate_forward_time: 5.7446608543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971620560
validation[          , genome  6894] predictions:    9743/  10000 (97.43%), best:    9755/10000 (97.55%), error:       822.32697, best error:       795.58197 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 69.4705276489s, input_fired_time: 0.8241685629, output_fired_time: 0.5009588003, propagate_forward_time: 27.3029556274, propagate_backward_time: 39.1930961609, weight_update_time: 0.0762530714, other_time: 1.6493492126
epoch time: 5.8498563766s, input_fired_time: 0.0867577568, output_fired_time: 0.0000000000, propagate_forward_time: 5.4750623703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880363464
validation[          , genome  6894] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       854.15369, best error:       795.58197 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 69.3591918945s, input_fired_time: 0.8037608266, output_fired_time: 0.4763135910, propagate_forward_time: 27.1662807465, propagate_backward_time: 39.1709289551, weight_update_time: 0.0793429315, other_time: 1.7419052124
epoch time: 6.6128921509s, input_fired_time: 0.0929431245, output_fired_time: 0.0000000000, propagate_forward_time: 6.1933636665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265852928
validation[          , genome  6894] predictions:    9702/  10000 (97.02%), best:    9755/10000 (97.55%), error:       954.00348, best error:       795.58197 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 72.1932296753s, input_fired_time: 0.8231787682, output_fired_time: 0.4991580546, propagate_forward_time: 28.1907997131, propagate_backward_time: 40.8863449097, weight_update_time: 0.0812752247, other_time: 1.7937431335
epoch time: 5.6741795540s, input_fired_time: 0.0880758464, output_fired_time: 0.0000000000, propagate_forward_time: 5.2895417213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965621948
validation[          , genome  6894] predictions:    9734/  10000 (97.34%), best:    9755/10000 (97.55%), error:       849.88666, best error:       795.58197 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 75.5259094238s, input_fired_time: 0.8681167364, output_fired_time: 0.5132626891, propagate_forward_time: 29.8733081818, propagate_backward_time: 42.4434928894, weight_update_time: 0.0832968280, other_time: 1.8277320862
epoch time: 5.6880459785s, input_fired_time: 0.0866935924, output_fired_time: 0.0000000000, propagate_forward_time: 5.3094086647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919435501
validation[          , genome  6894] predictions:    9718/  10000 (97.18%), best:    9755/10000 (97.55%), error:       891.56665, best error:       795.58197 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 69.7553939819s, input_fired_time: 0.8162305951, output_fired_time: 0.4791477323, propagate_forward_time: 27.2794265747, propagate_backward_time: 39.4441757202, weight_update_time: 0.0808031261, other_time: 1.7364120483
epoch time: 5.6440591812s, input_fired_time: 0.0864553899, output_fired_time: 0.0000000000, propagate_forward_time: 5.2662897110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913141251
validation[          , genome  6894] predictions:    9650/  10000 (96.50%), best:    9755/10000 (97.55%), error:      1122.86987, best error:       795.58197 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.4657669067s, input_fired_time: 0.8050369024, output_fired_time: 0.4959360659, propagate_forward_time: 26.8664817810, propagate_backward_time: 38.5932655334, weight_update_time: 0.0793651342, other_time: 1.7050476074
epoch time: 5.6032128334s, input_fired_time: 0.0865606070, output_fired_time: 0.0000000000, propagate_forward_time: 5.2321410179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845110893
validation[          , genome  6894] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       845.23541, best error:       795.58197 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.3456497192s, input_fired_time: 0.7947543859, output_fired_time: 0.4660036564, propagate_forward_time: 26.7086620331, propagate_backward_time: 38.6182556152, weight_update_time: 0.0804938376, other_time: 1.7579727173
epoch time: 5.6014623642s, input_fired_time: 0.0865122601, output_fired_time: 0.0000000000, propagate_forward_time: 5.2306671143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842831612
validation[          , genome  6894] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:       965.88550, best error:       795.58197 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.9210739136s, input_fired_time: 0.8049598932, output_fired_time: 0.4710966945, propagate_forward_time: 26.5821533203, propagate_backward_time: 38.3687744141, weight_update_time: 0.0806543157, other_time: 1.6940841675
epoch time: 6.4642043114s, input_fired_time: 0.0919702128, output_fired_time: 0.0000000000, propagate_forward_time: 6.0671339035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050999641
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       797.73785, best error:       795.58197 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 67.2992553711s, input_fired_time: 0.7985616326, output_fired_time: 0.4673132598, propagate_forward_time: 26.3721923828, propagate_backward_time: 37.9803962708, weight_update_time: 0.0796885714, other_time: 1.6807899475
epoch time: 5.6005964279s, input_fired_time: 0.0859927088, output_fired_time: 0.0000000000, propagate_forward_time: 5.2275457382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870578766
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       823.32025, best error:       795.58197 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 69.3399429321s, input_fired_time: 0.8087257147, output_fired_time: 0.4809754491, propagate_forward_time: 27.1670188904, propagate_backward_time: 39.1789436340, weight_update_time: 0.0806340426, other_time: 1.7042846680
epoch time: 5.9632172585s, input_fired_time: 0.0875600651, output_fired_time: 0.0000000000, propagate_forward_time: 5.5756568909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000001907
validation[          , genome  6894] predictions:    9657/  10000 (96.57%), best:    9755/10000 (97.55%), error:      1030.13611, best error:       795.58197 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 70.9007339478s, input_fired_time: 0.8102701902, output_fired_time: 0.4771077335, propagate_forward_time: 27.6907501221, propagate_backward_time: 40.1673469543, weight_update_time: 0.0810164288, other_time: 1.7552604675
epoch time: 5.6052336693s, input_fired_time: 0.0864549130, output_fired_time: 0.0000000000, propagate_forward_time: 5.2320075035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867712975
validation[          , genome  6894] predictions:    9747/  10000 (97.47%), best:    9755/10000 (97.55%), error:       795.60413, best error:       795.58197 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 73.3387145996s, input_fired_time: 0.8331705332, output_fired_time: 0.5028279424, propagate_forward_time: 28.8777408600, propagate_backward_time: 41.2863807678, weight_update_time: 0.0816081017, other_time: 1.8385963440
epoch time: 5.6604862213s, input_fired_time: 0.0863067135, output_fired_time: 0.0000000000, propagate_forward_time: 5.2874331474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867465019
validation[          , genome  6894] predictions:    9656/  10000 (96.56%), best:    9755/10000 (97.55%), error:      1049.78882, best error:       795.58197 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.7124862671s, input_fired_time: 0.8066595197, output_fired_time: 0.4753278196, propagate_forward_time: 26.9009552002, propagate_backward_time: 38.8104629517, weight_update_time: 0.0808099955, other_time: 1.7190856934
epoch time: 5.7706184387s, input_fired_time: 0.0868843719, output_fired_time: 0.0000000000, propagate_forward_time: 5.3987288475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850050926
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       864.76587, best error:       795.58197 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.9076919556s, input_fired_time: 0.8073617816, output_fired_time: 0.4695827365, propagate_forward_time: 26.9478549957, propagate_backward_time: 38.9756202698, weight_update_time: 0.0801668689, other_time: 1.7072715759
epoch time: 6.0776977539s, input_fired_time: 0.0904764906, output_fired_time: 0.0000000000, propagate_forward_time: 5.6946253777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925958633
validation[          , genome  6894] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       835.05182, best error:       795.58197 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.2571182251s, input_fired_time: 0.8082997203, output_fired_time: 0.4725148380, propagate_forward_time: 26.7572422028, propagate_backward_time: 38.5431251526, weight_update_time: 0.0791905075, other_time: 1.6759452820
epoch time: 5.6038517952s, input_fired_time: 0.0878454074, output_fired_time: 0.0000000000, propagate_forward_time: 5.2301826477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858238220
validation[          , genome  6894] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       833.20361, best error:       795.58197 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 69.6404113770s, input_fired_time: 0.8117916584, output_fired_time: 0.4717277884, propagate_forward_time: 27.2247314453, propagate_backward_time: 39.3909072876, weight_update_time: 0.0823934376, other_time: 1.7412567139
epoch time: 5.6094408035s, input_fired_time: 0.0875548646, output_fired_time: 0.0000000000, propagate_forward_time: 5.2334303856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884554863
validation[          , genome  6894] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       831.51581, best error:       795.58197 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.2993774414s, input_fired_time: 0.8311325312, output_fired_time: 0.4698349237, propagate_forward_time: 26.2683868408, propagate_backward_time: 38.0168380737, weight_update_time: 0.0803221315, other_time: 1.7131881714
epoch time: 5.6142034531s, input_fired_time: 0.0884616747, output_fired_time: 0.0000000000, propagate_forward_time: 5.2348647118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908768654
validation[          , genome  6894] predictions:    9728/  10000 (97.28%), best:    9755/10000 (97.55%), error:       811.73163, best error:       795.58197 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 70.4848098755s, input_fired_time: 0.8438407183, output_fired_time: 0.4800612032, propagate_forward_time: 27.6118888855, propagate_backward_time: 39.7733306885, weight_update_time: 0.0823383480, other_time: 1.7756843567
epoch time: 6.0591282845s, input_fired_time: 0.0939554498, output_fired_time: 0.0000000000, propagate_forward_time: 5.6556396484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095331192
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       830.44128, best error:       795.58197 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 68.4508590698s, input_fired_time: 0.8447759151, output_fired_time: 0.4735651910, propagate_forward_time: 26.7575550079, propagate_backward_time: 38.6113777161, weight_update_time: 0.0804234371, other_time: 1.7635917664
epoch time: 5.6351270676s, input_fired_time: 0.0891153514, output_fired_time: 0.0000000000, propagate_forward_time: 5.2526926994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933192253
validation[          , genome  6894] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       814.18579, best error:       795.58197 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.9083786011s, input_fired_time: 0.8303406835, output_fired_time: 0.4882753193, propagate_forward_time: 28.1581573486, propagate_backward_time: 40.6221694946, weight_update_time: 0.0828222111, other_time: 1.8094406128
epoch time: 5.7447400093s, input_fired_time: 0.0899031460, output_fired_time: 0.0000000000, propagate_forward_time: 5.3598227501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950139046
validation[          , genome  6894] predictions:    9742/  10000 (97.42%), best:    9755/10000 (97.55%), error:       811.08405, best error:       795.58197 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.1107482910s, input_fired_time: 0.8265365362, output_fired_time: 0.4808169007, propagate_forward_time: 27.3914413452, propagate_backward_time: 39.6554412842, weight_update_time: 0.0816360340, other_time: 1.7565078735
epoch time: 5.6038780212s, input_fired_time: 0.0879016966, output_fired_time: 0.0000000000, propagate_forward_time: 5.2317795753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2841968536
validation[          , genome  6894] predictions:    9732/  10000 (97.32%), best:    9755/10000 (97.55%), error:       840.16864, best error:       795.58197 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.4252700806s, input_fired_time: 0.8106460571, output_fired_time: 0.4678831398, propagate_forward_time: 26.3764286041, propagate_backward_time: 38.0811309814, weight_update_time: 0.0799127147, other_time: 1.6891860962
epoch time: 5.6137146950s, input_fired_time: 0.0888265073, output_fired_time: 0.0000000000, propagate_forward_time: 5.2350811958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898068428
validation[          , genome  6894] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       936.73358, best error:       795.58197 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.5214843750s, input_fired_time: 0.8301451802, output_fired_time: 0.4697968662, propagate_forward_time: 26.6069221497, propagate_backward_time: 38.9025154114, weight_update_time: 0.1008620635, other_time: 1.7121047974
epoch time: 6.0736980438s, input_fired_time: 0.0895348266, output_fired_time: 0.0000000000, propagate_forward_time: 5.6930222511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911410332
validation[          , genome  6894] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       850.13458, best error:       795.58197 on epoch:    50, 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: 29.0084571838s, input_fired_time: 0.4555267394, output_fired_time: 0.0000000000, propagate_forward_time: 27.0235786438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5293521881
best training[          , genome  6894] predictions:   49386/  50000 (98.77%), best:    9755/10000 (97.55%), error:      2223.85205, best error:       795.58197 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.2582025528s, input_fired_time: 0.1079277471, output_fired_time: 0.0000000000, propagate_forward_time: 5.8345704079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157043457
   testing[          , genome  6894] predictions:    9742/  10000 (97.42%), best:    9755/10000 (97.55%), error:       817.69049, best error:       795.58197 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:48:20 (1539): called boinc_finish(0)

</stderr_txt>
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