Nameexact_genome_1512568488_42_7157_0
Workunit2607034
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:14:27 UTC
Report deadline19 Dec 2017, 14:27:41 UTC
Received8 Dec 2017, 19:09:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time6 hours 7 min 11 sec
CPU time6 hours 7 min 5 sec
Validate stateValid
Credit2,898.13
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.97 MB
Peak swap size154.73 MB
Peak disk usage1.30 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
put_fired_time: 0.0000000000, propagate_forward_time: 16.2267551422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290683746
validation[          , genome  7157] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       965.71283, best error:       951.08032 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 200.3775329590s, input_fired_time: 2.2781596184, output_fired_time: 1.7154812813, propagate_forward_time: 81.7367248535, propagate_backward_time: 111.1694030762, weight_update_time: 0.1638195962, other_time: 3.4777679443
epoch time: 17.2292556763s, input_fired_time: 0.2527091205, output_fired_time: 0.0000000000, propagate_forward_time: 16.3456287384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309185028
validation[          , genome  7157] predictions:    9704/  10000 (97.04%), best:    9725/10000 (97.25%), error:       977.72729, best error:       951.08032 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 200.1538391113s, input_fired_time: 2.2716135979, output_fired_time: 1.7084566355, propagate_forward_time: 81.7049179077, propagate_backward_time: 111.0113906860, weight_update_time: 0.1633659452, other_time: 3.4574737549
epoch time: 17.1922492981s, input_fired_time: 0.2492568642, output_fired_time: 0.0000000000, propagate_forward_time: 16.3145084381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284847260
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9725/10000 (97.25%), error:       970.65503, best error:       951.08032 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 200.2785797119s, input_fired_time: 2.2812981606, output_fired_time: 1.7317106724, propagate_forward_time: 81.4724807739, propagate_backward_time: 111.3130874634, weight_update_time: 0.1646674126, other_time: 3.4800109863
epoch time: 17.1878871918s, input_fired_time: 0.2500228882, output_fired_time: 0.0000000000, propagate_forward_time: 16.3082275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296367645
validation[          , genome  7157] predictions:    9680/  10000 (96.80%), best:    9725/10000 (97.25%), error:      1027.89490, best error:       951.08032 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 200.7573089600s, input_fired_time: 2.2899296284, output_fired_time: 1.7301553488, propagate_forward_time: 81.7405090332, propagate_backward_time: 111.5202331543, weight_update_time: 0.1647125781, other_time: 3.4764862061
epoch time: 17.2606716156s, input_fired_time: 0.2508487701, output_fired_time: 0.0000000000, propagate_forward_time: 16.3844566345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253662109
validation[          , genome  7157] predictions:    9690/  10000 (96.90%), best:    9725/10000 (97.25%), error:      1020.41565, best error:       951.08032 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 200.2476501465s, input_fired_time: 2.2819409370, output_fired_time: 1.7192671299, propagate_forward_time: 81.7013702393, propagate_backward_time: 111.0790786743, weight_update_time: 0.1632265598, other_time: 3.4659957886
epoch time: 17.1955833435s, input_fired_time: 0.2506639957, output_fired_time: 0.0000000000, propagate_forward_time: 16.3282814026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166381836
validation[          , genome  7157] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       936.13361, best error:       936.13361 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 199.9565124512s, input_fired_time: 2.2799360752, output_fired_time: 1.7190945148, propagate_forward_time: 81.5219573975, propagate_backward_time: 110.9717330933, weight_update_time: 0.1632333398, other_time: 3.4637832642
epoch time: 17.1574325562s, input_fired_time: 0.2529710531, output_fired_time: 0.0000000000, propagate_forward_time: 16.2748184204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296424866
validation[          , genome  7157] predictions:    9695/  10000 (96.95%), best:    9699/10000 (96.99%), error:       973.40424, best error:       936.13361 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 200.9369812012s, input_fired_time: 2.2930333614, output_fired_time: 1.7340531349, propagate_forward_time: 81.8235778809, propagate_backward_time: 111.6020278931, weight_update_time: 0.1648620665, other_time: 3.4842910767
epoch time: 17.2090167999s, input_fired_time: 0.2530276179, output_fired_time: 0.0000000000, propagate_forward_time: 16.3346385956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213512421
validation[          , genome  7157] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:       997.18811, best error:       936.13361 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 200.6207275391s, input_fired_time: 2.2876303196, output_fired_time: 1.7239557505, propagate_forward_time: 81.7401504517, propagate_backward_time: 111.3987045288, weight_update_time: 0.1641769260, other_time: 3.4702911377
epoch time: 17.2404117584s, input_fired_time: 0.2510428429, output_fired_time: 0.0000000000, propagate_forward_time: 16.3637599945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256084442
validation[          , genome  7157] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       850.72314, best error:       850.72314 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 195.5571441650s, input_fired_time: 2.2462625504, output_fired_time: 1.6794360876, propagate_forward_time: 79.7721633911, propagate_backward_time: 108.4390411377, weight_update_time: 0.1603918821, other_time: 3.4202346802
epoch time: 16.4831867218s, input_fired_time: 0.2456002086, output_fired_time: 0.0000000000, propagate_forward_time: 15.6247844696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128025055
validation[          , genome  7157] predictions:    9662/  10000 (96.62%), best:    9725/10000 (97.25%), error:      1059.08533, best error:       850.72314 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 197.0887145996s, input_fired_time: 2.2562072277, output_fired_time: 1.6948008537, propagate_forward_time: 80.3740386963, propagate_backward_time: 109.3294906616, weight_update_time: 0.1615803391, other_time: 3.4341812134
epoch time: 17.1928234100s, input_fired_time: 0.2506598234, output_fired_time: 0.0000000000, propagate_forward_time: 16.3253688812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167945862
validation[          , genome  7157] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       843.42249, best error:       843.42249 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 198.9588470459s, input_fired_time: 2.2708814144, output_fired_time: 1.7097723484, propagate_forward_time: 81.1372299194, propagate_backward_time: 110.3807220459, weight_update_time: 0.1627897769, other_time: 3.4602432251
epoch time: 17.2255229950s, input_fired_time: 0.2517625391, output_fired_time: 0.0000000000, propagate_forward_time: 16.3450222015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287384033
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9746/10000 (97.46%), error:      1042.84216, best error:       843.42249 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 199.2291564941s, input_fired_time: 2.2739765644, output_fired_time: 1.7238062620, propagate_forward_time: 81.1850280762, propagate_backward_time: 110.5784301758, weight_update_time: 0.1629694104, other_time: 3.4679260254
epoch time: 17.0603599548s, input_fired_time: 0.2497907430, output_fired_time: 0.0000000000, propagate_forward_time: 16.1801586151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304111481
validation[          , genome  7157] predictions:    9668/  10000 (96.68%), best:    9746/10000 (97.46%), error:      1098.84253, best error:       843.42249 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 200.2427368164s, input_fired_time: 2.2815713882, output_fired_time: 1.7162894011, propagate_forward_time: 81.6486206055, propagate_backward_time: 111.1179122925, weight_update_time: 0.1631615162, other_time: 3.4783401489
epoch time: 17.2594299316s, input_fired_time: 0.2516442537, output_fired_time: 0.0000000000, propagate_forward_time: 16.3750762939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327095032
validation[          , genome  7157] predictions:    9622/  10000 (96.22%), best:    9746/10000 (97.46%), error:      1174.01147, best error:       843.42249 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 200.3059082031s, input_fired_time: 2.2845318317, output_fired_time: 1.7157179117, propagate_forward_time: 81.6670684814, propagate_backward_time: 111.1675643921, weight_update_time: 0.1634272933, other_time: 3.4710311890
epoch time: 17.2632961273s, input_fired_time: 0.2526276708, output_fired_time: 0.0000000000, propagate_forward_time: 16.3799648285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307029724
validation[          , genome  7157] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       871.79358, best error:       843.42249 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 200.5907287598s, input_fired_time: 2.2914988995, output_fired_time: 1.7227450609, propagate_forward_time: 81.6978988647, propagate_backward_time: 111.4069747925, weight_update_time: 0.1637974977, other_time: 3.4716033936
epoch time: 17.2656688690s, input_fired_time: 0.2529042661, output_fired_time: 0.0000000000, propagate_forward_time: 16.3816184998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311454773
validation[          , genome  7157] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:       971.89978, best error:       843.42249 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 200.8079376221s, input_fired_time: 2.2983694077, output_fired_time: 1.7362588644, propagate_forward_time: 81.7259216309, propagate_backward_time: 111.5677108765, weight_update_time: 0.1646124125, other_time: 3.4796829224
epoch time: 17.2080173492s, input_fired_time: 0.2520819604, output_fired_time: 0.0000000000, propagate_forward_time: 16.3269767761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289577484
validation[          , genome  7157] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:      1004.58813, best error:       843.42249 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 200.2622375488s, input_fired_time: 2.2885518074, output_fired_time: 1.7202377319, propagate_forward_time: 81.6519393921, propagate_backward_time: 111.1325073242, weight_update_time: 0.1639137864, other_time: 3.4690017700
epoch time: 17.2574768066s, input_fired_time: 0.2536633611, output_fired_time: 0.0000000000, propagate_forward_time: 16.3729133606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308994293
validation[          , genome  7157] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       893.23468, best error:       843.42249 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 200.7395629883s, input_fired_time: 2.2919745445, output_fired_time: 1.7189778090, propagate_forward_time: 81.9263229370, propagate_backward_time: 111.3364791870, weight_update_time: 0.1638455093, other_time: 3.4658050537
epoch time: 17.2684001923s, input_fired_time: 0.2515954971, output_fired_time: 0.0000000000, propagate_forward_time: 16.3899326324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268711090
validation[          , genome  7157] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       853.19214, best error:       843.42249 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 200.7046813965s, input_fired_time: 2.2908055782, output_fired_time: 1.7178217173, propagate_forward_time: 81.9182357788, propagate_backward_time: 111.3166961670, weight_update_time: 0.1635674536, other_time: 3.4611282349
epoch time: 17.2702350616s, input_fired_time: 0.2536658049, output_fired_time: 0.0000000000, propagate_forward_time: 16.3888683319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277008057
validation[          , genome  7157] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       850.97083, best error:       843.42249 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 199.9344024658s, input_fired_time: 2.2892224789, output_fired_time: 1.7078154087, propagate_forward_time: 81.5200347900, propagate_backward_time: 110.8860626221, weight_update_time: 0.1641802639, other_time: 3.5312805176
epoch time: 17.1298408508s, input_fired_time: 0.2525950670, output_fired_time: 0.0000000000, propagate_forward_time: 16.2590427399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182022095
validation[          , genome  7157] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       862.19208, best error:       843.42249 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 200.6092224121s, input_fired_time: 2.3017127514, output_fired_time: 1.7355269194, propagate_forward_time: 81.6648254395, propagate_backward_time: 111.4211654663, weight_update_time: 0.1646012962, other_time: 3.4860000610
epoch time: 17.2557106018s, input_fired_time: 0.2547302544, output_fired_time: 0.0000000000, propagate_forward_time: 16.3720054626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289749146
validation[          , genome  7157] predictions:    9706/  10000 (97.06%), best:    9746/10000 (97.46%), error:       964.39276, best error:       843.42249 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 199.5617675781s, input_fired_time: 2.2863039970, output_fired_time: 1.7119927406, propagate_forward_time: 81.3616104126, propagate_backward_time: 110.7425308228, weight_update_time: 0.1632499993, other_time: 3.4593353271
epoch time: 17.2538108826s, input_fired_time: 0.2522299886, output_fired_time: 0.0000000000, propagate_forward_time: 16.3700904846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314907074
validation[          , genome  7157] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       917.15588, best error:       843.42249 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 200.6318206787s, input_fired_time: 2.2916486263, output_fired_time: 1.7247793674, propagate_forward_time: 81.7880401611, propagate_backward_time: 111.3444442749, weight_update_time: 0.1638458222, other_time: 3.4829177856
epoch time: 17.2683429718s, input_fired_time: 0.2518464625, output_fired_time: 0.0000000000, propagate_forward_time: 16.3854255676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310710907
validation[          , genome  7157] predictions:    9687/  10000 (96.87%), best:    9746/10000 (97.46%), error:      1044.06409, best error:       843.42249 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 201.0370788574s, input_fired_time: 2.2983670235, output_fired_time: 1.7516191006, propagate_forward_time: 81.7458953857, propagate_backward_time: 111.7576370239, weight_update_time: 0.1645492762, other_time: 3.4835586548
epoch time: 17.0124721527s, input_fired_time: 0.2504625022, output_fired_time: 0.0000000000, propagate_forward_time: 16.1382617950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237487793
validation[          , genome  7157] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       899.07202, best error:       843.42249 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 199.5366363525s, input_fired_time: 2.2885570526, output_fired_time: 1.7181688547, propagate_forward_time: 81.1722793579, propagate_backward_time: 110.9061203003, weight_update_time: 0.1640613824, other_time: 3.4515075684
epoch time: 17.2890052795s, input_fired_time: 0.2553770542, output_fired_time: 0.0000000000, propagate_forward_time: 16.4057826996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278457642
validation[          , genome  7157] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       906.25537, best error:       843.42249 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 200.8294677734s, input_fired_time: 2.3053555489, output_fired_time: 1.7279337645, propagate_forward_time: 81.8522109985, propagate_backward_time: 111.4787063599, weight_update_time: 0.1642655283, other_time: 3.4652557373
epoch time: 16.7324047089s, input_fired_time: 0.2493797392, output_fired_time: 0.0000000000, propagate_forward_time: 15.8644495010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185750961
validation[          , genome  7157] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       808.75269, best error:       808.75269 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 198.8416290283s, input_fired_time: 2.2879774570, output_fired_time: 1.6985934973, propagate_forward_time: 81.1188125610, propagate_backward_time: 110.3006744385, weight_update_time: 0.1620741934, other_time: 3.4355697632
epoch time: 16.7365455627s, input_fired_time: 0.2480470091, output_fired_time: 0.0000000000, propagate_forward_time: 15.8725833893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159152985
validation[          , genome  7157] predictions:    9726/  10000 (97.26%), best:    9725/10000 (97.25%), error:       877.63293, best error:       808.75269 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 198.8087005615s, input_fired_time: 2.2843840122, output_fired_time: 1.7088224888, propagate_forward_time: 81.0705947876, propagate_backward_time: 110.3011245728, weight_update_time: 0.1621980965, other_time: 3.4437866211
epoch time: 17.2543983459s, input_fired_time: 0.2561732531, output_fired_time: 0.0000000000, propagate_forward_time: 16.3704719543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277523041
validation[          , genome  7157] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       895.67542, best error:       808.75269 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 196.2404174805s, input_fired_time: 2.2593145370, output_fired_time: 1.6861495972, propagate_forward_time: 79.9455261230, propagate_backward_time: 108.9317779541, weight_update_time: 0.1608542651, other_time: 3.4176483154
epoch time: 17.1910057068s, input_fired_time: 0.2528314888, output_fired_time: 0.0000000000, propagate_forward_time: 16.3195476532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186256409
validation[          , genome  7157] predictions:    9699/  10000 (96.99%), best:    9725/10000 (97.25%), error:       933.44177, best error:       808.75269 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 199.4942169189s, input_fired_time: 2.2844746113, output_fired_time: 1.7037655115, propagate_forward_time: 81.3870697021, propagate_backward_time: 110.6764068604, weight_update_time: 0.1632046998, other_time: 3.4425048828
epoch time: 17.2227268219s, input_fired_time: 0.2544190884, output_fired_time: 0.0000000000, propagate_forward_time: 16.3422069550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261005402
validation[          , genome  7157] predictions:    9719/  10000 (97.19%), best:    9725/10000 (97.25%), error:       882.59564, best error:       808.75269 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 198.2375488281s, input_fired_time: 2.2816839218, output_fired_time: 1.6982903481, propagate_forward_time: 80.7927017212, propagate_backward_time: 110.0275878906, weight_update_time: 0.1624299586, other_time: 3.4372940063
epoch time: 15.7860841751s, input_fired_time: 0.2390937209, output_fired_time: 0.0000000000, propagate_forward_time: 14.9446935654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022968292
validation[          , genome  7157] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:       901.49011, best error:       808.75269 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 198.2754669189s, input_fired_time: 2.2852640152, output_fired_time: 1.7139672041, propagate_forward_time: 80.8002471924, propagate_backward_time: 110.0240097046, weight_update_time: 0.1621350199, other_time: 3.4519729614
epoch time: 17.1619091034s, input_fired_time: 0.2523276210, output_fired_time: 0.0000000000, propagate_forward_time: 16.2848415375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247406006
validation[          , genome  7157] predictions:    9734/  10000 (97.34%), best:    9725/10000 (97.25%), error:       880.66418, best error:       808.75269 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 198.7835845947s, input_fired_time: 2.2850315571, output_fired_time: 1.7123460770, propagate_forward_time: 81.0505294800, propagate_backward_time: 110.2716827393, weight_update_time: 0.1623021215, other_time: 3.4639968872
epoch time: 16.2556419373s, input_fired_time: 0.2465173006, output_fired_time: 0.0000000000, propagate_forward_time: 15.3986272812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104974747
validation[          , genome  7157] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       789.10571, best error:       789.10571 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 197.5138397217s, input_fired_time: 2.2828273773, output_fired_time: 1.7091710567, propagate_forward_time: 80.4724426270, propagate_backward_time: 109.5935287476, weight_update_time: 0.1622340530, other_time: 3.4558792114
epoch time: 16.9774341583s, input_fired_time: 0.2523158193, output_fired_time: 0.0000000000, propagate_forward_time: 16.0986709595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264476776
validation[          , genome  7157] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       894.42010, best error:       789.10571 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 197.5432434082s, input_fired_time: 2.2798101902, output_fired_time: 1.7004230022, propagate_forward_time: 80.4580154419, propagate_backward_time: 109.6536178589, weight_update_time: 0.1618946493, other_time: 3.4513702393
epoch time: 16.2659835815s, input_fired_time: 0.2460664362, output_fired_time: 0.0000000000, propagate_forward_time: 15.4104757309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094408035
validation[          , genome  7157] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       895.80548, best error:       789.10571 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 199.7391052246s, input_fired_time: 2.2989923954, output_fired_time: 1.7192842960, propagate_forward_time: 81.3452148438, propagate_backward_time: 110.9101257324, weight_update_time: 0.1634649783, other_time: 3.4654846191
epoch time: 17.2402858734s, input_fired_time: 0.2553327978, output_fired_time: 0.0000000000, propagate_forward_time: 16.3504600525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344928741
validation[          , genome  7157] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:       964.37573, best error:       789.10571 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 198.6587371826s, input_fired_time: 2.2941513062, output_fired_time: 1.7179392576, propagate_forward_time: 80.8907928467, propagate_backward_time: 110.2928085327, weight_update_time: 0.1627475619, other_time: 3.4630508423
epoch time: 17.2518215179s, input_fired_time: 0.2556228042, output_fired_time: 0.0000000000, propagate_forward_time: 16.3658885956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303100586
validation[          , genome  7157] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       842.43512, best error:       789.10571 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 200.3457641602s, input_fired_time: 2.3034996986, output_fired_time: 1.7175467014, propagate_forward_time: 81.5329589844, propagate_backward_time: 111.3147583008, weight_update_time: 0.1650861204, other_time: 3.4770050049
epoch time: 17.1846733093s, input_fired_time: 0.2543547750, output_fired_time: 0.0000000000, propagate_forward_time: 16.3036289215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266899109
validation[          , genome  7157] predictions:    9684/  10000 (96.84%), best:    9750/10000 (97.50%), error:      1004.04004, best error:       789.10571 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 200.3323669434s, input_fired_time: 2.3075308800, output_fired_time: 1.7341526747, propagate_forward_time: 81.5218811035, propagate_backward_time: 111.2907562256, weight_update_time: 0.1649692953, other_time: 3.4780578613
epoch time: 17.1972465515s, input_fired_time: 0.2567832470, output_fired_time: 0.0000000000, propagate_forward_time: 16.3124637604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280002594
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9750/10000 (97.50%), error:       826.41010, best error:       789.10571 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 200.0435333252s, input_fired_time: 2.2991907597, output_fired_time: 1.7120419741, propagate_forward_time: 81.5557479858, propagate_backward_time: 111.0147628784, weight_update_time: 0.1644707769, other_time: 3.4617919922
epoch time: 17.2404880524s, input_fired_time: 0.2569881082, output_fired_time: 0.0000000000, propagate_forward_time: 16.3553371429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281623840
validation[          , genome  7157] predictions:    9734/  10000 (97.34%), best:    9750/10000 (97.50%), error:       847.32794, best error:       789.10571 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 200.8092803955s, input_fired_time: 2.3085327148, output_fired_time: 1.7284857035, propagate_forward_time: 81.7413711548, propagate_backward_time: 111.5723342896, weight_update_time: 0.1647648364, other_time: 3.4585571289
epoch time: 17.2732067108s, input_fired_time: 0.2577419579, output_fired_time: 0.0000000000, propagate_forward_time: 16.3874416351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280231476
validation[          , genome  7157] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       835.29834, best error:       789.10571 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 201.0419464111s, input_fired_time: 2.3160007000, output_fired_time: 1.7294667959, propagate_forward_time: 81.8669586182, propagate_backward_time: 111.6762924194, weight_update_time: 0.1649281234, other_time: 3.4532394409
epoch time: 17.2882919312s, input_fired_time: 0.2585181296, output_fired_time: 0.0000000000, propagate_forward_time: 16.4014072418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283664703
validation[          , genome  7157] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       872.26385, best error:       789.10571 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 200.4823303223s, input_fired_time: 2.3028392792, output_fired_time: 1.7216244936, propagate_forward_time: 81.5956192017, propagate_backward_time: 111.3950424194, weight_update_time: 0.1640691459, other_time: 3.4672088623
epoch time: 17.2594261169s, input_fired_time: 0.2557611167, output_fired_time: 0.0000000000, propagate_forward_time: 16.3687438965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349220276
validation[          , genome  7157] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       913.52246, best error:       789.10571 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 200.6371765137s, input_fired_time: 2.3112847805, output_fired_time: 1.7266597748, propagate_forward_time: 81.7626876831, propagate_backward_time: 111.3640670776, weight_update_time: 0.1638703793, other_time: 3.4724884033
epoch time: 17.1064891815s, input_fired_time: 0.2544209361, output_fired_time: 0.0000000000, propagate_forward_time: 16.2261657715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259021759
validation[          , genome  7157] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       876.56287, best error:       789.10571 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 200.1054229736s, input_fired_time: 2.3053073883, output_fired_time: 1.7250019312, propagate_forward_time: 81.4560470581, propagate_backward_time: 111.1470184326, weight_update_time: 0.1635414213, other_time: 3.4720382690
epoch time: 16.7285442352s, input_fired_time: 0.2505166531, output_fired_time: 0.0000000000, propagate_forward_time: 15.8591241837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189031601
validation[          , genome  7157] predictions:    9756/  10000 (97.56%), best:    9750/10000 (97.50%), error:       804.15411, best error:       789.10571 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 200.6001892090s, input_fired_time: 2.3055696487, output_fired_time: 1.7206281424, propagate_forward_time: 81.6641769409, propagate_backward_time: 111.4533233643, weight_update_time: 0.1643542498, other_time: 3.4564895630
epoch time: 17.2108173370s, input_fired_time: 0.2569413185, output_fired_time: 0.0000000000, propagate_forward_time: 16.3252258301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286506653
validation[          , genome  7157] predictions:    9321/  10000 (93.21%), best:    9750/10000 (97.50%), error:      2325.31958, best error:       789.10571 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

resetting weights to those on epoch: 47
epoch time: 200.5917358398s, input_fired_time: 2.3063137531, output_fired_time: 1.7337814569, propagate_forward_time: 81.6474227905, propagate_backward_time: 111.4362716675, weight_update_time: 0.1647606194, other_time: 3.4679412842
epoch time: 17.2570953369s, input_fired_time: 0.2557186484, output_fired_time: 0.0000000000, propagate_forward_time: 16.3694667816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319103241
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9750/10000 (97.50%), error:       793.60614, best error:       789.10571 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 200.5055999756s, input_fired_time: 2.3011384010, output_fired_time: 1.7106075287, propagate_forward_time: 81.8286132812, propagate_backward_time: 111.2035522461, weight_update_time: 0.1639561206, other_time: 3.4617004395
epoch time: 17.2046508789s, input_fired_time: 0.2566665709, output_fired_time: 0.0000000000, propagate_forward_time: 16.3178100586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301746368
validation[          , genome  7157] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       815.01099, best error:       789.10571 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 195.3113098145s, input_fired_time: 2.2610197067, output_fired_time: 1.6719795465, propagate_forward_time: 79.5317611694, propagate_backward_time: 108.4115371704, weight_update_time: 0.1603644639, other_time: 3.4350128174
epoch time: 17.1561489105s, input_fired_time: 0.2561671436, output_fired_time: 0.0000000000, propagate_forward_time: 16.2753372192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246452332
validation[          , genome  7157] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       803.65771, best error:       789.10571 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 200.2116546631s, input_fired_time: 2.3067152500, output_fired_time: 1.7206288576, propagate_forward_time: 81.5587844849, propagate_backward_time: 111.1459350586, weight_update_time: 0.1638087183, other_time: 3.4795913696
epoch time: 17.2346744537s, input_fired_time: 0.2571023703, output_fired_time: 0.0000000000, propagate_forward_time: 16.3438320160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337394714
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       768.67786, best error:       768.67786 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 200.5655212402s, input_fired_time: 2.3134310246, output_fired_time: 1.7196304798, propagate_forward_time: 81.6990356445, propagate_backward_time: 111.3596191406, weight_update_time: 0.1645423025, other_time: 3.4738006592
epoch time: 17.2998142242s, input_fired_time: 0.2571929097, output_fired_time: 0.0000000000, propagate_forward_time: 16.4107322693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318893433
validation[          , genome  7157] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       786.68726, best error:       768.67786 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 201.2789306641s, input_fired_time: 2.3250417709, output_fired_time: 1.7364945412, propagate_forward_time: 81.9132766724, propagate_backward_time: 111.8138046265, weight_update_time: 0.1650710851, other_time: 3.4903106689
epoch time: 17.2708873749s, input_fired_time: 0.2593555152, output_fired_time: 0.0000000000, propagate_forward_time: 16.3784408569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330909729
validation[          , genome  7157] predictions:    9716/  10000 (97.16%), best:    9762/10000 (97.62%), error:       885.26190, best error:       768.67786 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 199.7382812500s, input_fired_time: 2.3068876266, output_fired_time: 1.7232743502, propagate_forward_time: 81.2446670532, propagate_backward_time: 110.9841995239, weight_update_time: 0.1637516618, other_time: 3.4792480469
epoch time: 16.4177379608s, input_fired_time: 0.2488816828, output_fired_time: 0.0000000000, propagate_forward_time: 15.5562572479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125984192
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9762/10000 (97.62%), error:       958.01221, best error:       768.67786 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 195.3804626465s, input_fired_time: 2.2728729248, output_fired_time: 1.6896874905, propagate_forward_time: 79.4861373901, propagate_backward_time: 108.5037002563, weight_update_time: 0.1606216133, other_time: 3.4280700684
epoch time: 16.9970779419s, input_fired_time: 0.2548203766, output_fired_time: 0.0000000000, propagate_forward_time: 16.1045627594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376953125
validation[          , genome  7157] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       784.29425, best error:       768.67786 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 199.4718627930s, input_fired_time: 2.3043777943, output_fired_time: 1.7110213041, propagate_forward_time: 81.3715209961, propagate_backward_time: 110.6151962280, weight_update_time: 0.1629423052, other_time: 3.4697494507
epoch time: 17.0313339233s, input_fired_time: 0.2568765879, output_fired_time: 0.0000000000, propagate_forward_time: 16.1609134674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135444641
validation[          , genome  7157] predictions:    9688/  10000 (96.88%), best:    9762/10000 (97.62%), error:      1002.17297, best error:       768.67786 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 195.4880981445s, input_fired_time: 2.2796807289, output_fired_time: 1.6831659079, propagate_forward_time: 79.6752700806, propagate_backward_time: 108.4197387695, weight_update_time: 0.1599041969, other_time: 3.4302444458
epoch time: 17.2670478821s, input_fired_time: 0.2573417425, output_fired_time: 0.0000000000, propagate_forward_time: 16.3819465637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277599335
validation[          , genome  7157] predictions:    9772/  10000 (97.72%), best:    9762/10000 (97.62%), error:       792.17200, best error:       768.67786 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 200.4128112793s, input_fired_time: 2.3127489090, output_fired_time: 1.7209351063, propagate_forward_time: 81.6138534546, propagate_backward_time: 111.3046340942, weight_update_time: 0.1639744192, other_time: 3.4606475830
epoch time: 17.2882595062s, input_fired_time: 0.2585182786, output_fired_time: 0.0000000000, propagate_forward_time: 16.4003791809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293621063
validation[          , genome  7157] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       864.93134, best error:       768.67786 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 199.7758789062s, input_fired_time: 2.3168241978, output_fired_time: 1.7203769684, propagate_forward_time: 81.4248580933, propagate_backward_time: 110.8350982666, weight_update_time: 0.1632788777, other_time: 3.4787216187
epoch time: 17.2965011597s, input_fired_time: 0.2571362555, output_fired_time: 0.0000000000, propagate_forward_time: 16.4057350159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336307526
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       861.00739, best error:       768.67786 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 200.1881408691s, input_fired_time: 2.3144259453, output_fired_time: 1.7253884077, propagate_forward_time: 81.5825805664, propagate_backward_time: 111.0853500366, weight_update_time: 0.1638751477, other_time: 3.4804000854
epoch time: 17.2669277191s, input_fired_time: 0.2568920851, output_fired_time: 0.0000000000, propagate_forward_time: 16.3813133240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287231445
validation[          , genome  7157] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       828.04730, best error:       768.67786 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 200.5506896973s, input_fired_time: 2.3155639172, output_fired_time: 1.7182016373, propagate_forward_time: 81.7856750488, propagate_backward_time: 111.2485427856, weight_update_time: 0.1640949845, other_time: 3.4827041626
epoch time: 17.3033313751s, input_fired_time: 0.2595536411, output_fired_time: 0.0000000000, propagate_forward_time: 16.4142189026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295585632
validation[          , genome  7157] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       762.47876, best error:       762.47876 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 200.3693389893s, input_fired_time: 2.3129022121, output_fired_time: 1.7145999670, propagate_forward_time: 81.7633590698, propagate_backward_time: 111.0932083130, weight_update_time: 0.1654744446, other_time: 3.4852752686
epoch time: 17.2676296234s, input_fired_time: 0.2606597245, output_fired_time: 0.0000000000, propagate_forward_time: 16.3724536896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345157623
validation[          , genome  7157] predictions:    9623/  10000 (96.23%), best:    9773/10000 (97.73%), error:      1170.31750, best error:       762.47876 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 200.7272338867s, input_fired_time: 2.3232827187, output_fired_time: 1.7218024731, propagate_forward_time: 81.8103713989, propagate_backward_time: 111.3813247681, weight_update_time: 0.1637694985, other_time: 3.4904479980
epoch time: 17.2571258545s, input_fired_time: 0.2589967251, output_fired_time: 0.0000000000, propagate_forward_time: 16.3648033142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333255768
validation[          , genome  7157] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       829.59875, best error:       762.47876 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 200.8948974609s, input_fired_time: 2.3236031532, output_fired_time: 1.7308466434, propagate_forward_time: 81.8637084961, propagate_backward_time: 111.4948654175, weight_update_time: 0.1640110314, other_time: 3.4818649292
epoch time: 17.2136383057s, input_fired_time: 0.2558217645, output_fired_time: 0.0000000000, propagate_forward_time: 16.3396663666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181507111
validation[          , genome  7157] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       845.91980, best error:       762.47876 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 200.5720062256s, input_fired_time: 2.3253545761, output_fired_time: 1.7186529636, propagate_forward_time: 81.7329635620, propagate_backward_time: 111.3205566406, weight_update_time: 0.1637486964, other_time: 3.4744796753
epoch time: 17.2138862610s, input_fired_time: 0.2574177086, output_fired_time: 0.0000000000, propagate_forward_time: 16.3393554688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171131134
validation[          , genome  7157] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       806.27832, best error:       762.47876 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 201.2320251465s, input_fired_time: 2.3253426552, output_fired_time: 1.7237505913, propagate_forward_time: 81.8618545532, propagate_backward_time: 111.8489685059, weight_update_time: 0.1649501920, other_time: 3.4720993042
epoch time: 17.2096061707s, input_fired_time: 0.2599651814, output_fired_time: 0.0000000000, propagate_forward_time: 16.3214912415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281490326
validation[          , genome  7157] predictions:    9700/  10000 (97.00%), best:    9773/10000 (97.73%), error:       998.41803, best error:       762.47876 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 201.3036346436s, input_fired_time: 2.3307676315, output_fired_time: 1.7397264242, propagate_forward_time: 81.9006423950, propagate_backward_time: 111.8572006226, weight_update_time: 0.1646439284, other_time: 3.4752960205
epoch time: 17.2244071960s, input_fired_time: 0.2572569549, output_fired_time: 0.0000000000, propagate_forward_time: 16.3418941498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6252555847
validation[          , genome  7157] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       835.46466, best error:       762.47876 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 200.6963958740s, input_fired_time: 2.3180782795, output_fired_time: 1.7249058485, propagate_forward_time: 81.7903747559, propagate_backward_time: 111.3917083740, weight_update_time: 0.1638592631, other_time: 3.4713287354
epoch time: 17.2782726288s, input_fired_time: 0.2607520223, output_fired_time: 0.0000000000, propagate_forward_time: 16.3865661621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309547424
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       811.71069, best error:       762.47876 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 200.1549377441s, input_fired_time: 2.3198211193, output_fired_time: 1.7237111330, propagate_forward_time: 81.5381546021, propagate_backward_time: 111.0925064087, weight_update_time: 0.1642810553, other_time: 3.4807434082
epoch time: 17.1805744171s, input_fired_time: 0.2593811750, output_fired_time: 0.0000000000, propagate_forward_time: 16.2898712158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313228607
validation[          , genome  7157] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       830.63080, best error:       762.47876 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 200.4217071533s, input_fired_time: 2.3276498318, output_fired_time: 1.7345465422, propagate_forward_time: 81.5492095947, propagate_backward_time: 111.3205566406, weight_update_time: 0.1642600596, other_time: 3.4897460938
epoch time: 17.2914485931s, input_fired_time: 0.2589574158, output_fired_time: 0.0000000000, propagate_forward_time: 16.4007320404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317596436
validation[          , genome  7157] predictions:    9730/  10000 (97.30%), best:    9773/10000 (97.73%), error:       822.32080, best error:       762.47876 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 200.7186279297s, input_fired_time: 2.3192000389, output_fired_time: 1.7214368582, propagate_forward_time: 81.7100219727, propagate_backward_time: 111.5019760132, weight_update_time: 0.1643093973, other_time: 3.4659957886
epoch time: 17.2616958618s, input_fired_time: 0.2612320781, output_fired_time: 0.0000000000, propagate_forward_time: 16.3715229034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289405823
validation[          , genome  7157] predictions:    9748/  10000 (97.48%), best:    9773/10000 (97.73%), error:       847.45410, best error:       762.47876 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 200.7535552979s, input_fired_time: 2.3250238895, output_fired_time: 1.7194907665, propagate_forward_time: 81.8375625610, propagate_backward_time: 111.3931655884, weight_update_time: 0.1639067233, other_time: 3.4783020020
epoch time: 17.2813434601s, input_fired_time: 0.2615384459, output_fired_time: 0.0000000000, propagate_forward_time: 16.3891220093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306838989
validation[          , genome  7157] predictions:    9761/  10000 (97.61%), best:    9773/10000 (97.73%), error:       781.23950, best error:       762.47876 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 200.8409881592s, input_fired_time: 2.3275203705, output_fired_time: 1.7242683172, propagate_forward_time: 81.8734130859, propagate_backward_time: 111.4367218018, weight_update_time: 0.1642039716, other_time: 3.4790649414
epoch time: 17.2820777893s, input_fired_time: 0.2606868446, output_fired_time: 0.0000000000, propagate_forward_time: 16.3918151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295757294
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       791.29065, best error:       762.47876 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 200.5370178223s, input_fired_time: 2.3260886669, output_fired_time: 1.7159336805, propagate_forward_time: 81.7320861816, propagate_backward_time: 111.2936172485, weight_update_time: 0.1640409380, other_time: 3.4692916870
epoch time: 17.2507305145s, input_fired_time: 0.2584874034, output_fired_time: 0.0000000000, propagate_forward_time: 16.3619937897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302490234
validation[          , genome  7157] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       763.65448, best error:       762.47876 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 200.7149047852s, input_fired_time: 2.3220775127, output_fired_time: 1.7182451487, propagate_forward_time: 81.8369674683, propagate_backward_time: 111.3501892090, weight_update_time: 0.1636761129, other_time: 3.4874191284
epoch time: 17.2634048462s, input_fired_time: 0.2624972463, output_fired_time: 0.0000000000, propagate_forward_time: 16.3699340820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309738159
validation[          , genome  7157] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       871.39600, best error:       762.47876 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 200.5337219238s, input_fired_time: 2.3243417740, output_fired_time: 1.7141196728, propagate_forward_time: 81.8512573242, propagate_backward_time: 111.1644744873, weight_update_time: 0.1638789475, other_time: 3.4795227051
epoch time: 17.1132354736s, input_fired_time: 0.2595300376, output_fired_time: 0.0000000000, propagate_forward_time: 16.2233867645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303195953
validation[          , genome  7157] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       861.05389, best error:       762.47876 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 200.0519256592s, input_fired_time: 2.3261084557, output_fired_time: 1.7238292694, propagate_forward_time: 81.4953308105, propagate_backward_time: 111.0182571411, weight_update_time: 0.1637178212, other_time: 3.4883956909
epoch time: 17.2680492401s, input_fired_time: 0.2595930099, output_fired_time: 0.0000000000, propagate_forward_time: 16.3782863617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301708221
validation[          , genome  7157] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       792.90240, best error:       762.47876 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 200.8691101074s, input_fired_time: 2.3307259083, output_fired_time: 1.7323319912, propagate_forward_time: 81.8650436401, propagate_backward_time: 111.4679794312, weight_update_time: 0.1635345370, other_time: 3.4730377197
epoch time: 17.2618808746s, input_fired_time: 0.2587220669, output_fired_time: 0.0000000000, propagate_forward_time: 16.3703002930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328582764
validation[          , genome  7157] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       802.79999, best error:       762.47876 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 200.4696197510s, input_fired_time: 2.3243091106, output_fired_time: 1.7171452045, propagate_forward_time: 81.7594604492, propagate_backward_time: 111.1941680908, weight_update_time: 0.1636752337, other_time: 3.4745330811
epoch time: 17.2676563263s, input_fired_time: 0.2611930370, output_fired_time: 0.0000000000, propagate_forward_time: 16.3809185028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255455017
validation[          , genome  7157] predictions:    9739/  10000 (97.39%), best:    9773/10000 (97.73%), error:       841.24158, best error:       762.47876 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 200.9890747070s, input_fired_time: 2.3341474533, output_fired_time: 1.7287045717, propagate_forward_time: 81.8652801514, propagate_backward_time: 111.6078338623, weight_update_time: 0.1647973657, other_time: 3.4531097412
epoch time: 17.0916938782s, input_fired_time: 0.2602560818, output_fired_time: 0.0000000000, propagate_forward_time: 16.2158222198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156158447
validation[          , genome  7157] predictions:    9777/  10000 (97.77%), best:    9773/10000 (97.73%), error:       771.50665, best error:       762.47876 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.3338317871s, input_fired_time: 2.3151504993, output_fired_time: 1.7083384991, propagate_forward_time: 81.1868820190, propagate_backward_time: 110.6728897095, weight_update_time: 0.1633160710, other_time: 3.4505615234
epoch time: 17.2850475311s, input_fired_time: 0.2603330314, output_fired_time: 0.0000000000, propagate_forward_time: 16.3935871124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311283112
validation[          , genome  7157] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:       949.85834, best error:       762.47876 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 200.3404541016s, input_fired_time: 2.3208429813, output_fired_time: 1.7125977278, propagate_forward_time: 81.5700378418, propagate_backward_time: 111.2438659668, weight_update_time: 0.1632560939, other_time: 3.4931030273
epoch time: 17.2512378693s, input_fired_time: 0.2591987252, output_fired_time: 0.0000000000, propagate_forward_time: 16.3611030579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309356689
validation[          , genome  7157] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       820.41241, best error:       762.47876 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 200.9719238281s, input_fired_time: 2.3312203884, output_fired_time: 1.7243750095, propagate_forward_time: 81.8217620850, propagate_backward_time: 111.6285095215, weight_update_time: 0.1646559536, other_time: 3.4660491943
epoch time: 17.1449127197s, input_fired_time: 0.2564016879, output_fired_time: 0.0000000000, propagate_forward_time: 16.2689495087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195621490
validation[          , genome  7157] predictions:    9722/  10000 (97.22%), best:    9773/10000 (97.73%), error:       944.61517, best error:       762.47876 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 201.2196960449s, input_fired_time: 2.3392779827, output_fired_time: 1.7317770720, propagate_forward_time: 81.8381118774, propagate_backward_time: 111.8471755981, weight_update_time: 0.1650949866, other_time: 3.4633483887
epoch time: 17.3050098419s, input_fired_time: 0.2639799118, output_fired_time: 0.0000000000, propagate_forward_time: 16.4138660431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271648407
validation[          , genome  7157] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       884.53064, best error:       762.47876 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 200.5115203857s, input_fired_time: 2.3299975395, output_fired_time: 1.7150621414, propagate_forward_time: 81.7383346558, propagate_backward_time: 111.2449569702, weight_update_time: 0.1637848467, other_time: 3.4831695557
epoch time: 17.2558250427s, input_fired_time: 0.2612726688, output_fired_time: 0.0000000000, propagate_forward_time: 16.3653335571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292190552
validation[          , genome  7157] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       832.94177, best error:       762.47876 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 200.7249755859s, input_fired_time: 2.3283593655, output_fired_time: 1.7088198662, propagate_forward_time: 81.8003082275, propagate_backward_time: 111.4027252197, weight_update_time: 0.1637510508, other_time: 3.4847717285
epoch time: 17.2553730011s, input_fired_time: 0.2632574737, output_fired_time: 0.0000000000, propagate_forward_time: 16.3631477356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289672852
validation[          , genome  7157] predictions:    9727/  10000 (97.27%), best:    9773/10000 (97.73%), error:       909.35938, best error:       762.47876 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 201.1466064453s, input_fired_time: 2.3375401497, output_fired_time: 1.7374503613, propagate_forward_time: 81.8365707397, propagate_backward_time: 111.7659149170, weight_update_time: 0.1646773517, other_time: 3.4691238403
epoch time: 17.2837753296s, input_fired_time: 0.2625997961, output_fired_time: 0.0000000000, propagate_forward_time: 16.3925361633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286392212
validation[          , genome  7157] predictions:    9755/  10000 (97.55%), best:    9773/10000 (97.73%), error:       856.97015, best error:       762.47876 on epoch:    74, 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: 86.4372787476s, input_fired_time: 1.3026936054, output_fired_time: 0.0000000000, propagate_forward_time: 81.9392547607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1953277588
best training[          , genome  7157] predictions:   49670/  50000 (99.34%), best:    9773/10000 (97.73%), error:      1442.93787, best error:       762.47876 on epoch:    74, 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: 17.2759819031s, input_fired_time: 0.2569383681, output_fired_time: 0.0000000000, propagate_forward_time: 16.3897209167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293220520
   testing[          , genome  7157] predictions:    9779/  10000 (97.79%), best:    9773/10000 (97.73%), error:       770.43579, best error:       762.47876 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:09:26 (73021): called boinc_finish(0)

</stderr_txt>
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