Nameexact_genome_1512568488_44_6864_0
Workunit2605672
Created7 Dec 2017, 22:27:44 UTC
Sent7 Dec 2017, 22:39:56 UTC
Report deadline17 Dec 2017, 12:22:12 UTC
Received8 Dec 2017, 8:53:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67666
Run time2 hours 44 min 12 sec
CPU time2 hours 44 min 5 sec
Validate stateValid
Credit2,392.76
Device peak FLOPS3.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.40 MB
Peak swap size154.15 MB
Peak disk usage1.23 MB

Stderr output

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

epoch time: 91.7979278564s, input_fired_time: 1.4516408443, output_fired_time: 0.9357532859, propagate_forward_time: 34.2435989380, propagate_backward_time: 52.3160667419, weight_update_time: 0.0921102092, other_time: 2.8508720398
epoch time: 7.9583673477s, input_fired_time: 0.1573264599, output_fired_time: 0.0000000000, propagate_forward_time: 7.3682446480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327960014
validation[          , genome  6864] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       923.19818, best error:       841.46185 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.8761444092s, input_fired_time: 1.4406930208, output_fired_time: 0.9503871799, propagate_forward_time: 35.6897544861, propagate_backward_time: 54.2704238892, weight_update_time: 0.0927023068, other_time: 2.5248832703
epoch time: 6.9606828690s, input_fired_time: 0.1440808028, output_fired_time: 0.0000000000, propagate_forward_time: 6.4192795753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973226547
validation[          , genome  6864] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       892.01154, best error:       841.46185 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.3208389282s, input_fired_time: 1.3820172548, output_fired_time: 0.8998864293, propagate_forward_time: 33.0482940674, propagate_backward_time: 50.7137832642, weight_update_time: 0.0867849141, other_time: 2.2768554688
epoch time: 7.1143264771s, input_fired_time: 0.1482147276, output_fired_time: 0.0000000000, propagate_forward_time: 6.5669727325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991389275
validation[          , genome  6864] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       843.14532, best error:       841.46185 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.3590011597s, input_fired_time: 1.3908373117, output_fired_time: 0.9053289294, propagate_forward_time: 32.9217758179, propagate_backward_time: 50.8083763123, weight_update_time: 0.0887747481, other_time: 2.3326835632
epoch time: 7.0892024040s, input_fired_time: 0.1505576074, output_fired_time: 0.0000000000, propagate_forward_time: 6.5144166946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242281914
validation[          , genome  6864] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       893.10297, best error:       841.46185 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.1924591064s, input_fired_time: 1.3984807730, output_fired_time: 0.9082728624, propagate_forward_time: 32.7009468079, propagate_backward_time: 50.4491882324, weight_update_time: 0.0906066522, other_time: 2.7355690002
epoch time: 7.0601820946s, input_fired_time: 0.1478756517, output_fired_time: 0.0000000000, propagate_forward_time: 6.4512400627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610662460
validation[          , genome  6864] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       924.32672, best error:       841.46185 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.6714630127s, input_fired_time: 1.4163155556, output_fired_time: 0.9114998579, propagate_forward_time: 32.9235191345, propagate_backward_time: 50.6095085144, weight_update_time: 0.0910625458, other_time: 2.8106231689
epoch time: 7.2793550491s, input_fired_time: 0.1495156139, output_fired_time: 0.0000000000, propagate_forward_time: 6.6666936874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631457329
validation[          , genome  6864] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       824.36261, best error:       824.36261 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.6825790405s, input_fired_time: 1.4657008648, output_fired_time: 0.9282342792, propagate_forward_time: 34.1064758301, propagate_backward_time: 52.3947029114, weight_update_time: 0.1019448340, other_time: 2.7874641418
epoch time: 7.2746467590s, input_fired_time: 0.1451344043, output_fired_time: 0.0000000000, propagate_forward_time: 6.7311348915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983774185
validation[          , genome  6864] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       935.03210, best error:       824.36261 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 94.2797470093s, input_fired_time: 1.4486131668, output_fired_time: 0.9391850233, propagate_forward_time: 35.3400688171, propagate_backward_time: 54.1431808472, weight_update_time: 0.0900103971, other_time: 2.4086952209
epoch time: 8.1915245056s, input_fired_time: 0.1545084715, output_fired_time: 0.0000000000, propagate_forward_time: 7.6157698631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212460518
validation[          , genome  6864] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       845.43146, best error:       824.36261 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 91.5036163330s, input_fired_time: 1.3909641504, output_fired_time: 0.9357114434, propagate_forward_time: 34.2706336975, propagate_backward_time: 52.6443939209, weight_update_time: 0.0885929689, other_time: 2.2619132996
epoch time: 6.8550615311s, input_fired_time: 0.1355968565, output_fired_time: 0.0000000000, propagate_forward_time: 6.3457970619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736677170
validation[          , genome  6864] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       937.27075, best error:       824.36261 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.6037139893s, input_fired_time: 1.4435821772, output_fired_time: 0.9119182229, propagate_forward_time: 33.0527687073, propagate_backward_time: 50.9378013611, weight_update_time: 0.0864835680, other_time: 2.2576446533
epoch time: 7.0863022804s, input_fired_time: 0.1407982260, output_fired_time: 0.0000000000, propagate_forward_time: 6.5355296135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099745750
validation[          , genome  6864] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       816.82574, best error:       816.82574 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 93.6661376953s, input_fired_time: 1.4026628733, output_fired_time: 0.9772692919, propagate_forward_time: 35.1841316223, propagate_backward_time: 53.7566833496, weight_update_time: 0.0899255052, other_time: 2.3453865051
epoch time: 7.8353891373s, input_fired_time: 0.1508489400, output_fired_time: 0.0000000000, propagate_forward_time: 7.2628211975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217190742
validation[          , genome  6864] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       888.42987, best error:       816.82574 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.7179870605s, input_fired_time: 1.4791718721, output_fired_time: 1.0023403168, propagate_forward_time: 37.3347816467, propagate_backward_time: 56.4427680969, weight_update_time: 0.0926394165, other_time: 2.4589233398
epoch time: 7.1311602592s, input_fired_time: 0.1419506520, output_fired_time: 0.0000000000, propagate_forward_time: 6.5886416435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005680084
validation[          , genome  6864] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       898.45319, best error:       816.82574 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.6685867310s, input_fired_time: 1.3854578733, output_fired_time: 0.9813045859, propagate_forward_time: 34.1747474670, propagate_backward_time: 52.8113937378, weight_update_time: 0.0882196501, other_time: 2.3156776428
epoch time: 7.2007441521s, input_fired_time: 0.1427907944, output_fired_time: 0.0000000000, propagate_forward_time: 6.6687092781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892440796
validation[          , genome  6864] predictions:    9650/  10000 (96.50%), best:    9744/10000 (97.44%), error:      1087.58435, best error:       816.82574 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 91.0944366455s, input_fired_time: 1.4589687586, output_fired_time: 0.9144405127, propagate_forward_time: 34.2025833130, propagate_backward_time: 52.2234230042, weight_update_time: 0.0900988653, other_time: 2.2950172424
epoch time: 6.9672403336s, input_fired_time: 0.1445502788, output_fired_time: 0.0000000000, propagate_forward_time: 6.4307985306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918914795
validation[          , genome  6864] predictions:    9741/  10000 (97.41%), best:    9744/10000 (97.44%), error:       849.10870, best error:       816.82574 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.8277511597s, input_fired_time: 1.4449297190, output_fired_time: 0.9106101990, propagate_forward_time: 33.9760742188, propagate_backward_time: 52.1640701294, weight_update_time: 0.1120196953, other_time: 2.3320693970
epoch time: 7.1018829346s, input_fired_time: 0.1400626004, output_fired_time: 0.0000000000, propagate_forward_time: 6.5792326927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825874329
validation[          , genome  6864] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       751.13544, best error:       751.13544 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.9387664795s, input_fired_time: 1.4140658379, output_fired_time: 0.9557896852, propagate_forward_time: 33.2531051636, propagate_backward_time: 51.0417251587, weight_update_time: 0.0882169604, other_time: 2.2740859985
epoch time: 7.9927158356s, input_fired_time: 0.1536328942, output_fired_time: 0.0000000000, propagate_forward_time: 7.4083433151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307394028
validation[          , genome  6864] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       866.97949, best error:       751.13544 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 91.6533584595s, input_fired_time: 1.4131957293, output_fired_time: 0.9264153838, propagate_forward_time: 34.2976379395, propagate_backward_time: 52.5399246216, weight_update_time: 0.0920264497, other_time: 2.4761886597
epoch time: 7.1201238632s, input_fired_time: 0.1426572651, output_fired_time: 0.0000000000, propagate_forward_time: 6.5611572266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163093567
validation[          , genome  6864] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       761.72998, best error:       751.13544 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 89.3836669922s, input_fired_time: 1.4113602638, output_fired_time: 0.9438706636, propagate_forward_time: 33.2303962708, propagate_backward_time: 51.3402137756, weight_update_time: 0.0913469642, other_time: 2.4578247070
epoch time: 7.0838708878s, input_fired_time: 0.1471825838, output_fired_time: 0.0000000000, propagate_forward_time: 6.5347690582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019193649
validation[          , genome  6864] predictions:    9704/  10000 (97.04%), best:    9768/10000 (97.68%), error:       938.09052, best error:       751.13544 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.0850601196s, input_fired_time: 1.3972764015, output_fired_time: 0.9313780069, propagate_forward_time: 33.2949409485, propagate_backward_time: 51.0336112976, weight_update_time: 0.0910602212, other_time: 2.4278488159
epoch time: 7.5321154594s, input_fired_time: 0.1497934312, output_fired_time: 0.0000000000, propagate_forward_time: 6.9784951210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038267136
validation[          , genome  6864] predictions:    9655/  10000 (96.55%), best:    9768/10000 (97.68%), error:      1095.87207, best error:       751.13544 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 87.5193023682s, input_fired_time: 1.3786404133, output_fired_time: 0.8932719231, propagate_forward_time: 32.6403350830, propagate_backward_time: 50.2858543396, weight_update_time: 0.0906703472, other_time: 2.3212013245
epoch time: 7.0475955009s, input_fired_time: 0.1432877481, output_fired_time: 0.0000000000, propagate_forward_time: 6.5236859322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806219101
validation[          , genome  6864] predictions:    9688/  10000 (96.88%), best:    9768/10000 (97.68%), error:       966.52869, best error:       751.13544 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.2579498291s, input_fired_time: 1.4159141779, output_fired_time: 0.9079992771, propagate_forward_time: 32.5095176697, propagate_backward_time: 50.1239128113, weight_update_time: 0.0884862095, other_time: 2.3006057739
epoch time: 6.9473476410s, input_fired_time: 0.1444180459, output_fired_time: 0.0000000000, propagate_forward_time: 6.4131484032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897809982
validation[          , genome  6864] predictions:    9764/  10000 (97.64%), best:    9768/10000 (97.68%), error:       831.43347, best error:       751.13544 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.9844589233s, input_fired_time: 1.3851804733, output_fired_time: 0.8908772469, propagate_forward_time: 32.6860542297, propagate_backward_time: 50.6706581116, weight_update_time: 0.0900494456, other_time: 2.3516921997
epoch time: 7.0812969208s, input_fired_time: 0.1443930715, output_fired_time: 0.0000000000, propagate_forward_time: 6.5462093353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906946182
validation[          , genome  6864] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       819.64294, best error:       751.13544 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.9010848999s, input_fired_time: 1.4272153378, output_fired_time: 0.8963908553, propagate_forward_time: 33.0844688416, propagate_backward_time: 51.1024551392, weight_update_time: 0.0907849222, other_time: 2.3905525208
epoch time: 7.1888289452s, input_fired_time: 0.1499755681, output_fired_time: 0.0000000000, propagate_forward_time: 6.6316704750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071826935
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9768/10000 (97.68%), error:       789.53662, best error:       751.13544 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.7754287720s, input_fired_time: 1.4583806992, output_fired_time: 0.9227007031, propagate_forward_time: 34.1925659180, propagate_backward_time: 52.7391700745, weight_update_time: 0.0927042514, other_time: 2.4626121521
epoch time: 7.4482913017s, input_fired_time: 0.1510752439, output_fired_time: 0.0000000000, propagate_forward_time: 6.8639159203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333000183
validation[          , genome  6864] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       940.98859, best error:       751.13544 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 89.7624435425s, input_fired_time: 1.4178745747, output_fired_time: 0.9637134075, propagate_forward_time: 33.3701019287, propagate_backward_time: 51.5807723999, weight_update_time: 0.0909785107, other_time: 2.4299774170
epoch time: 7.2692618370s, input_fired_time: 0.1499150395, output_fired_time: 0.0000000000, propagate_forward_time: 6.7041902542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151563644
validation[          , genome  6864] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       838.89838, best error:       751.13544 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 86.6673126221s, input_fired_time: 1.3779510260, output_fired_time: 0.8841704726, propagate_forward_time: 32.1945304871, propagate_backward_time: 49.8925209045, weight_update_time: 0.0890346095, other_time: 2.3181381226
epoch time: 6.9866247177s, input_fired_time: 0.1442479193, output_fired_time: 0.0000000000, propagate_forward_time: 6.4535655975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888111115
validation[          , genome  6864] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       744.17120, best error:       744.17120 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 90.8680877686s, input_fired_time: 1.4361729622, output_fired_time: 0.9150320292, propagate_forward_time: 34.0315246582, propagate_backward_time: 52.1689300537, weight_update_time: 0.0888105035, other_time: 2.3164291382
epoch time: 7.3449091911s, input_fired_time: 0.1436176300, output_fired_time: 0.0000000000, propagate_forward_time: 6.8071322441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941593170
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       851.24957, best error:       744.17120 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.4188613892s, input_fired_time: 1.4035727978, output_fired_time: 0.9164630175, propagate_forward_time: 34.3027420044, propagate_backward_time: 52.5180740356, weight_update_time: 0.0878913254, other_time: 2.2780075073
epoch time: 6.8948450089s, input_fired_time: 0.1490774900, output_fired_time: 0.0000000000, propagate_forward_time: 6.3551225662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906450272
validation[          , genome  6864] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       726.78516, best error:       726.78516 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.1023254395s, input_fired_time: 1.4022672176, output_fired_time: 0.9054639935, propagate_forward_time: 33.5343399048, propagate_backward_time: 51.8607330322, weight_update_time: 0.0907625630, other_time: 2.3995208740
epoch time: 6.9739265442s, input_fired_time: 0.1473503113, output_fired_time: 0.0000000000, propagate_forward_time: 6.4346809387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918952942
validation[          , genome  6864] predictions:    9646/  10000 (96.46%), best:    9780/10000 (97.80%), error:      1108.21521, best error:       726.78516 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.0620956421s, input_fired_time: 1.4103652239, output_fired_time: 0.9391051531, propagate_forward_time: 34.3180503845, propagate_backward_time: 52.8152542114, weight_update_time: 0.1024974659, other_time: 2.5793266296
epoch time: 7.0567383766s, input_fired_time: 0.1446071416, output_fired_time: 0.0000000000, propagate_forward_time: 6.5056214333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065098763
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       780.16669, best error:       726.78516 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 89.8597640991s, input_fired_time: 1.4110176563, output_fired_time: 0.9102889299, propagate_forward_time: 33.4387779236, propagate_backward_time: 51.6435546875, weight_update_time: 0.0906611606, other_time: 2.4561271667
epoch time: 7.2655587196s, input_fired_time: 0.1735357344, output_fired_time: 0.0000000000, propagate_forward_time: 6.6859588623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060640335
validation[          , genome  6864] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       822.58832, best error:       726.78516 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 88.4952163696s, input_fired_time: 1.3990528584, output_fired_time: 0.8960546851, propagate_forward_time: 33.0461997986, propagate_backward_time: 50.8995361328, weight_update_time: 0.0861767530, other_time: 2.2543678284
epoch time: 7.2924685478s, input_fired_time: 0.1487040967, output_fired_time: 0.0000000000, propagate_forward_time: 6.7308998108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128646851
validation[          , genome  6864] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       795.52979, best error:       726.78516 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.5318145752s, input_fired_time: 1.4029774666, output_fired_time: 0.8795672059, propagate_forward_time: 31.8867416382, propagate_backward_time: 49.0930175781, weight_update_time: 0.0888530686, other_time: 2.2695083618
epoch time: 7.0964097977s, input_fired_time: 0.1470954567, output_fired_time: 0.0000000000, propagate_forward_time: 6.5641398430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851742744
validation[          , genome  6864] predictions:    9701/  10000 (97.01%), best:    9780/10000 (97.80%), error:       942.37610, best error:       726.78516 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.6102905273s, input_fired_time: 1.3848309517, output_fired_time: 0.8836874962, propagate_forward_time: 32.2626686096, propagate_backward_time: 49.8378486633, weight_update_time: 0.0888962671, other_time: 2.2412490845
epoch time: 7.5161290169s, input_fired_time: 0.1495543867, output_fired_time: 0.0000000000, propagate_forward_time: 6.9735970497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929777145
validation[          , genome  6864] predictions:    9737/  10000 (97.37%), best:    9780/10000 (97.80%), error:       832.23389, best error:       726.78516 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.7389984131s, input_fired_time: 1.3974316120, output_fired_time: 0.9109056592, propagate_forward_time: 33.6107597351, propagate_backward_time: 51.6154441833, weight_update_time: 0.0869771913, other_time: 2.2044601440
epoch time: 7.6408038139s, input_fired_time: 0.1533408463, output_fired_time: 0.0000000000, propagate_forward_time: 7.0761013031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113616943
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       835.55072, best error:       726.78516 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.8765182495s, input_fired_time: 1.4226181507, output_fired_time: 0.9428081512, propagate_forward_time: 33.9504776001, propagate_backward_time: 52.2980003357, weight_update_time: 0.0870112404, other_time: 2.2626152039
epoch time: 7.3157596588s, input_fired_time: 0.1517882049, output_fired_time: 0.0000000000, propagate_forward_time: 6.7664847374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974866867
validation[          , genome  6864] predictions:    9749/  10000 (97.49%), best:    9780/10000 (97.80%), error:       791.39709, best error:       726.78516 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.6057739258s, input_fired_time: 1.4046125412, output_fired_time: 0.9213231206, propagate_forward_time: 34.0153808594, propagate_backward_time: 52.0329895020, weight_update_time: 0.0866600499, other_time: 2.2314682007
epoch time: 7.4426217079s, input_fired_time: 0.1499493122, output_fired_time: 0.0000000000, propagate_forward_time: 6.8991513252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935208321
validation[          , genome  6864] predictions:    9781/  10000 (97.81%), best:    9780/10000 (97.80%), error:       786.96320, best error:       726.78516 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.3706893921s, input_fired_time: 1.4128353596, output_fired_time: 0.9158622026, propagate_forward_time: 33.8740501404, propagate_backward_time: 51.8404159546, weight_update_time: 0.0889747515, other_time: 2.3275260925
epoch time: 6.9764719009s, input_fired_time: 0.1481117159, output_fired_time: 0.0000000000, propagate_forward_time: 6.4423313141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860287666
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       774.32379, best error:       726.78516 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 86.4360961914s, input_fired_time: 1.4104014635, output_fired_time: 0.8807972074, propagate_forward_time: 32.1224403381, propagate_backward_time: 49.7605705261, weight_update_time: 0.0888282582, other_time: 2.2618865967
epoch time: 6.8886423111s, input_fired_time: 0.1479569525, output_fired_time: 0.0000000000, propagate_forward_time: 6.3536267281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870587349
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       777.93164, best error:       726.78516 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.6044158936s, input_fired_time: 1.3882400990, output_fired_time: 0.8865081668, propagate_forward_time: 32.3258247375, propagate_backward_time: 49.7779884338, weight_update_time: 0.0865759552, other_time: 2.2258605957
epoch time: 6.9393649101s, input_fired_time: 0.1705171913, output_fired_time: 0.0000000000, propagate_forward_time: 6.3836240768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852238655
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       862.10107, best error:       726.78516 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.1843643188s, input_fired_time: 1.4232699871, output_fired_time: 0.8908325434, propagate_forward_time: 32.9050140381, propagate_backward_time: 50.7255096436, weight_update_time: 0.0884253159, other_time: 2.2397384644
epoch time: 7.0902786255s, input_fired_time: 0.1472075433, output_fired_time: 0.0000000000, propagate_forward_time: 6.5579056740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851652145
validation[          , genome  6864] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       848.08423, best error:       726.78516 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.2815170288s, input_fired_time: 1.4145910740, output_fired_time: 0.9303823709, propagate_forward_time: 33.8364486694, propagate_backward_time: 51.7290992737, weight_update_time: 0.0904263258, other_time: 2.3709983826
epoch time: 7.8127665520s, input_fired_time: 0.1606136262, output_fired_time: 0.0000000000, propagate_forward_time: 7.2166495323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355034828
validation[          , genome  6864] predictions:    9743/  10000 (97.43%), best:    9780/10000 (97.80%), error:       839.21606, best error:       726.78516 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.9309310913s, input_fired_time: 1.4100521803, output_fired_time: 0.9028058648, propagate_forward_time: 33.2315025330, propagate_backward_time: 50.8385581970, weight_update_time: 0.0900581405, other_time: 2.5480117798
epoch time: 6.9091825485s, input_fired_time: 0.1481117755, output_fired_time: 0.0000000000, propagate_forward_time: 6.3709979057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900728226
validation[          , genome  6864] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       773.20752, best error:       726.78516 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 89.6360702515s, input_fired_time: 1.4410595894, output_fired_time: 0.9102584124, propagate_forward_time: 33.5371208191, propagate_backward_time: 51.3743782043, weight_update_time: 0.0910958424, other_time: 2.3732528687
epoch time: 7.0007181168s, input_fired_time: 0.1491539776, output_fired_time: 0.0000000000, propagate_forward_time: 6.4588966370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926672935
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       778.04449, best error:       726.78516 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 95.4860992432s, input_fired_time: 1.4975281954, output_fired_time: 0.9700148702, propagate_forward_time: 35.6778602600, propagate_backward_time: 54.9201698303, weight_update_time: 0.1113894507, other_time: 2.4205245972
epoch time: 8.4401979446s, input_fired_time: 0.1646394134, output_fired_time: 0.0000000000, propagate_forward_time: 7.8066926003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688658714
validation[          , genome  6864] predictions:    9708/  10000 (97.08%), best:    9780/10000 (97.80%), error:       926.57935, best error:       726.78516 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.7608184814s, input_fired_time: 1.4743272066, output_fired_time: 0.9261027575, propagate_forward_time: 35.1698875427, propagate_backward_time: 53.8521461487, weight_update_time: 0.1099778861, other_time: 2.3383560181
epoch time: 7.0828175545s, input_fired_time: 0.1481623352, output_fired_time: 0.0000000000, propagate_forward_time: 6.5469107628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877444267
validation[          , genome  6864] predictions:    9721/  10000 (97.21%), best:    9780/10000 (97.80%), error:       885.28998, best error:       726.78516 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 87.2986526489s, input_fired_time: 1.3889952898, output_fired_time: 0.8934395313, propagate_forward_time: 32.5999183655, propagate_backward_time: 50.2218017578, weight_update_time: 0.0852818564, other_time: 2.1944999695
epoch time: 6.8972935677s, input_fired_time: 0.1471308023, output_fired_time: 0.0000000000, propagate_forward_time: 6.3650736809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850889206
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       818.06195, best error:       726.78516 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.6279449463s, input_fired_time: 1.3997735977, output_fired_time: 0.8845406175, propagate_forward_time: 32.2384910583, propagate_backward_time: 49.8459434509, weight_update_time: 0.0885886997, other_time: 2.2591934204
epoch time: 7.2722554207s, input_fired_time: 0.1525918990, output_fired_time: 0.0000000000, propagate_forward_time: 6.6808729172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387907982
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       826.54553, best error:       726.78516 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 89.2876052856s, input_fired_time: 1.4157106876, output_fired_time: 0.9024636745, propagate_forward_time: 33.2971267700, propagate_backward_time: 51.1942825317, weight_update_time: 0.0914033204, other_time: 2.4780197144
epoch time: 6.9381542206s, input_fired_time: 0.1504270583, output_fired_time: 0.0000000000, propagate_forward_time: 6.3962287903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914985657
validation[          , genome  6864] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       746.70129, best error:       726.78516 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.9043045044s, input_fired_time: 1.4321783781, output_fired_time: 0.9364670515, propagate_forward_time: 33.6407928467, propagate_backward_time: 51.4315376282, weight_update_time: 0.0914802179, other_time: 2.4633293152
epoch time: 8.0830497742s, input_fired_time: 0.1612736583, output_fired_time: 0.0000000000, propagate_forward_time: 7.4996280670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221482277
validation[          , genome  6864] predictions:    9731/  10000 (97.31%), best:    9780/10000 (97.80%), error:       918.96881, best error:       726.78516 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.7315368652s, input_fired_time: 1.4135438204, output_fired_time: 0.8900755644, propagate_forward_time: 32.6283569336, propagate_backward_time: 50.4898529053, weight_update_time: 0.0897645205, other_time: 2.3097076416
epoch time: 6.9111566544s, input_fired_time: 0.1497643888, output_fired_time: 0.0000000000, propagate_forward_time: 6.3749570847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864350319
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       838.15070, best error:       726.78516 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 88.4569168091s, input_fired_time: 1.4226003885, output_fired_time: 0.9023311138, propagate_forward_time: 33.0103225708, propagate_backward_time: 50.8681983948, weight_update_time: 0.0887474194, other_time: 2.2534675598
epoch time: 6.8797354698s, input_fired_time: 0.1490326971, output_fired_time: 0.0000000000, propagate_forward_time: 6.3480544090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826484680
validation[          , genome  6864] predictions:    9767/  10000 (97.67%), best:    9780/10000 (97.80%), error:       761.21576, best error:       726.78516 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.0314483643s, input_fired_time: 1.4064961672, output_fired_time: 0.8884797692, propagate_forward_time: 32.4766998291, propagate_backward_time: 50.0179595947, weight_update_time: 0.0888607204, other_time: 2.2418136597
epoch time: 6.8877339363s, input_fired_time: 0.1507287025, output_fired_time: 0.0000000000, propagate_forward_time: 6.3512639999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857412338
validation[          , genome  6864] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       808.94611, best error:       726.78516 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.5172576904s, input_fired_time: 1.4527845383, output_fired_time: 0.9060356021, propagate_forward_time: 32.5885620117, propagate_backward_time: 50.2535705566, weight_update_time: 0.0896821022, other_time: 2.3163070679
epoch time: 7.4776840210s, input_fired_time: 0.1559446901, output_fired_time: 0.0000000000, propagate_forward_time: 6.9201083183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016308784
validation[          , genome  6864] predictions:    9776/  10000 (97.76%), best:    9780/10000 (97.80%), error:       754.60626, best error:       726.78516 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.7443923950s, input_fired_time: 1.4031602144, output_fired_time: 0.8857940435, propagate_forward_time: 32.3447074890, propagate_backward_time: 49.8684768677, weight_update_time: 0.0889971107, other_time: 2.2422523499
epoch time: 7.2027091980s, input_fired_time: 0.1530991495, output_fired_time: 0.0000000000, propagate_forward_time: 6.5999522209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496579170
validation[          , genome  6864] predictions:    9763/  10000 (97.63%), best:    9780/10000 (97.80%), error:       827.49658, best error:       726.78516 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.4794692993s, input_fired_time: 1.4273936749, output_fired_time: 0.9335679412, propagate_forward_time: 33.9530944824, propagate_backward_time: 51.8423728943, weight_update_time: 0.0879655853, other_time: 2.3230400085
epoch time: 7.1067748070s, input_fired_time: 0.1517854631, output_fired_time: 0.0000000000, propagate_forward_time: 6.5580515862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969378471
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9780/10000 (97.80%), error:       853.56647, best error:       726.78516 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.2438201904s, input_fired_time: 1.4074298143, output_fired_time: 0.9053281546, propagate_forward_time: 33.4517822266, propagate_backward_time: 51.2684898376, weight_update_time: 0.0874235854, other_time: 2.2107887268
epoch time: 7.2979817390s, input_fired_time: 0.1537329257, output_fired_time: 0.0000000000, propagate_forward_time: 6.7472052574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970437050
validation[          , genome  6864] predictions:    9766/  10000 (97.66%), best:    9780/10000 (97.80%), error:       797.03229, best error:       726.78516 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 89.8671112061s, input_fired_time: 1.4352402687, output_fired_time: 0.9072593451, propagate_forward_time: 33.5144081116, propagate_backward_time: 51.7710571289, weight_update_time: 0.0872555450, other_time: 2.2391471863
epoch time: 6.9614133835s, input_fired_time: 0.1452209800, output_fired_time: 0.0000000000, propagate_forward_time: 6.4402937889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758988380
validation[          , genome  6864] predictions:    9757/  10000 (97.57%), best:    9780/10000 (97.80%), error:       822.88611, best error:       726.78516 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.1531219482s, input_fired_time: 1.4108047485, output_fired_time: 0.9005562663, propagate_forward_time: 33.3726196289, propagate_backward_time: 51.3173675537, weight_update_time: 0.0847878307, other_time: 2.1517715454
epoch time: 6.9124960899s, input_fired_time: 0.1444016546, output_fired_time: 0.0000000000, propagate_forward_time: 6.3914723396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766222000
validation[          , genome  6864] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       825.70245, best error:       726.78516 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.8290100098s, input_fired_time: 1.4135707617, output_fired_time: 0.9317312241, propagate_forward_time: 32.9784698486, propagate_backward_time: 51.2627983093, weight_update_time: 0.0875554606, other_time: 2.2424354553
epoch time: 7.0982260704s, input_fired_time: 0.1479851902, output_fired_time: 0.0000000000, propagate_forward_time: 6.5639786720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862624168
validation[          , genome  6864] predictions:    9755/  10000 (97.55%), best:    9780/10000 (97.80%), error:       823.96112, best error:       726.78516 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.7953033447s, input_fired_time: 1.4132218361, output_fired_time: 0.9274754524, propagate_forward_time: 33.5349273682, propagate_backward_time: 51.6220283508, weight_update_time: 0.1073823571, other_time: 2.2976493835
epoch time: 7.6879582405s, input_fired_time: 0.1573957950, output_fired_time: 0.0000000000, propagate_forward_time: 7.1136960983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168663025
validation[          , genome  6864] predictions:    9703/  10000 (97.03%), best:    9780/10000 (97.80%), error:       962.64166, best error:       726.78516 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.1894683838s, input_fired_time: 1.4179912806, output_fired_time: 0.9247380495, propagate_forward_time: 34.1835975647, propagate_backward_time: 52.4280014038, weight_update_time: 0.0891170427, other_time: 2.2351417542
epoch time: 6.9911522865s, input_fired_time: 0.1513168216, output_fired_time: 0.0000000000, propagate_forward_time: 6.4599170685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799185753
validation[          , genome  6864] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       824.82538, best error:       726.78516 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 89.4802169800s, input_fired_time: 1.4092795849, output_fired_time: 0.9054769278, propagate_forward_time: 33.4130172729, propagate_backward_time: 51.5517959595, weight_update_time: 0.0861341953, other_time: 2.2006454468
epoch time: 6.8836765289s, input_fired_time: 0.1453432292, output_fired_time: 0.0000000000, propagate_forward_time: 6.3656663895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726668358
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       765.75189, best error:       726.78516 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.8197784424s, input_fired_time: 1.3955711126, output_fired_time: 0.9018887281, propagate_forward_time: 32.4178123474, propagate_backward_time: 49.8722763062, weight_update_time: 0.0884170383, other_time: 2.2322349548
epoch time: 6.8837618828s, input_fired_time: 0.1485879719, output_fired_time: 0.0000000000, propagate_forward_time: 6.3503575325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848161697
validation[          , genome  6864] predictions:    9783/  10000 (97.83%), best:    9780/10000 (97.80%), error:       780.41254, best error:       726.78516 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 89.2316970825s, input_fired_time: 1.4203423262, output_fired_time: 0.9202821851, propagate_forward_time: 33.2729949951, propagate_backward_time: 51.2988128662, weight_update_time: 0.0912726298, other_time: 2.3192672729
epoch time: 6.9772396088s, input_fired_time: 0.1533851027, output_fired_time: 0.0000000000, propagate_forward_time: 6.4328451157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910093307
validation[          , genome  6864] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       852.43713, best error:       726.78516 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.3019943237s, input_fired_time: 1.3948079348, output_fired_time: 0.8935728073, propagate_forward_time: 32.5879173279, propagate_backward_time: 50.2622451782, weight_update_time: 0.0835256875, other_time: 2.1634559631
epoch time: 7.1617517471s, input_fired_time: 0.1500255913, output_fired_time: 0.0000000000, propagate_forward_time: 6.6252293587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864970207
validation[          , genome  6864] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       726.66974, best error:       726.66974 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 89.6078033447s, input_fired_time: 1.4194043875, output_fired_time: 0.9027128220, propagate_forward_time: 33.5880508423, propagate_backward_time: 51.4340629578, weight_update_time: 0.0878706202, other_time: 2.2635765076
epoch time: 7.7132120132s, input_fired_time: 0.1561709493, output_fired_time: 0.0000000000, propagate_forward_time: 7.1504712105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065699577
validation[          , genome  6864] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       886.94458, best error:       726.66974 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 87.1228561401s, input_fired_time: 1.4011932611, output_fired_time: 0.8893288970, propagate_forward_time: 32.5747222900, propagate_backward_time: 50.0716171265, weight_update_time: 0.0843415782, other_time: 2.1859970093
epoch time: 7.2830929756s, input_fired_time: 0.1515750438, output_fired_time: 0.0000000000, propagate_forward_time: 6.7386965752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928213120
validation[          , genome  6864] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       770.94720, best error:       726.66974 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.8618316650s, input_fired_time: 1.4299601316, output_fired_time: 0.9263250828, propagate_forward_time: 33.9568557739, propagate_backward_time: 52.2966880798, weight_update_time: 0.0877617523, other_time: 2.2520027161
epoch time: 6.8766012192s, input_fired_time: 0.1447781920, output_fired_time: 0.0000000000, propagate_forward_time: 6.3581242561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736987114
validation[          , genome  6864] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       855.32990, best error:       726.66974 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.0582580566s, input_fired_time: 1.4181429148, output_fired_time: 0.9018434882, propagate_forward_time: 32.8095817566, propagate_backward_time: 50.6576232910, weight_update_time: 0.0883530900, other_time: 2.2710685730
epoch time: 6.9242219925s, input_fired_time: 0.1529226899, output_fired_time: 0.0000000000, propagate_forward_time: 6.3767633438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945360184
validation[          , genome  6864] predictions:    9687/  10000 (96.87%), best:    9766/10000 (97.66%), error:      1061.25806, best error:       726.66974 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.6129989624s, input_fired_time: 1.4262062311, output_fired_time: 0.9038147330, propagate_forward_time: 32.6170082092, propagate_backward_time: 50.3667907715, weight_update_time: 0.0892153382, other_time: 2.2991752625
epoch time: 7.7996287346s, input_fired_time: 0.1625223011, output_fired_time: 0.0000000000, propagate_forward_time: 7.2092690468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278373718
validation[          , genome  6864] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       830.53925, best error:       726.66974 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.8151016235s, input_fired_time: 1.4094281197, output_fired_time: 0.8983218074, propagate_forward_time: 33.0999412537, propagate_backward_time: 51.1671943665, weight_update_time: 0.0840028897, other_time: 2.2402114868
epoch time: 7.0022592545s, input_fired_time: 0.1491203308, output_fired_time: 0.0000000000, propagate_forward_time: 6.4712781906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818607330
validation[          , genome  6864] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       875.67236, best error:       726.66974 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.1421127319s, input_fired_time: 1.4111523628, output_fired_time: 0.9098455906, propagate_forward_time: 33.4137687683, propagate_backward_time: 51.2238731384, weight_update_time: 0.0850867555, other_time: 2.1834716797
epoch time: 7.4660296440s, input_fired_time: 0.1547752321, output_fired_time: 0.0000000000, propagate_forward_time: 6.9095811844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016733170
validation[          , genome  6864] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       878.00397, best error:       726.66974 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.3023605347s, input_fired_time: 1.4499803782, output_fired_time: 0.9197035432, propagate_forward_time: 34.0783920288, propagate_backward_time: 52.5642166138, weight_update_time: 0.0880142748, other_time: 2.2900695801
epoch time: 8.0700845718s, input_fired_time: 0.1610678583, output_fired_time: 0.0000000000, propagate_forward_time: 7.4723181725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366984367
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       873.83368, best error:       726.66974 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.9821929932s, input_fired_time: 1.4187877178, output_fired_time: 0.9167018533, propagate_forward_time: 33.8824081421, propagate_backward_time: 52.5444984436, weight_update_time: 0.0862953216, other_time: 2.2197990417
epoch time: 7.1667256355s, input_fired_time: 0.1693357378, output_fired_time: 0.0000000000, propagate_forward_time: 6.6160097122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813800812
validation[          , genome  6864] predictions:    9774/  10000 (97.74%), best:    9766/10000 (97.66%), error:       742.39795, best error:       726.66974 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.4448852539s, input_fired_time: 1.4454680681, output_fired_time: 0.9148812294, propagate_forward_time: 33.6589088440, propagate_backward_time: 52.1255226135, weight_update_time: 0.1084827781, other_time: 2.3001098633
epoch time: 6.9956479073s, input_fired_time: 0.1708600670, output_fired_time: 0.0000000000, propagate_forward_time: 6.4376525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871350288
validation[          , genome  6864] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       862.34369, best error:       726.66974 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.0541534424s, input_fired_time: 1.4656451941, output_fired_time: 0.9041695595, propagate_forward_time: 33.5232849121, propagate_backward_time: 51.8440666199, weight_update_time: 0.0925414115, other_time: 2.3169898987
epoch time: 6.8901438713s, input_fired_time: 0.1527365893, output_fired_time: 0.0000000000, propagate_forward_time: 6.3500304222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3873767853
validation[          , genome  6864] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       911.92731, best error:       726.66974 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.8339233398s, input_fired_time: 1.4004315138, output_fired_time: 0.8880703449, propagate_forward_time: 32.3854827881, propagate_backward_time: 49.9828567505, weight_update_time: 0.0840333998, other_time: 2.1770858765
epoch time: 6.9508314133s, input_fired_time: 0.1478102654, output_fired_time: 0.0000000000, propagate_forward_time: 6.4210386276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819823265
validation[          , genome  6864] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       887.06769, best error:       726.66974 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.1074371338s, input_fired_time: 1.4043334723, output_fired_time: 0.8922806978, propagate_forward_time: 32.9417800903, propagate_backward_time: 50.7019157410, weight_update_time: 0.0844065771, other_time: 2.1671257019
epoch time: 7.0914673805s, input_fired_time: 0.1496816427, output_fired_time: 0.0000000000, propagate_forward_time: 6.5587201118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830657005
validation[          , genome  6864] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       856.50793, best error:       726.66974 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.2676315308s, input_fired_time: 1.4305273294, output_fired_time: 0.9496890306, propagate_forward_time: 33.6924476624, propagate_backward_time: 51.9058876038, weight_update_time: 0.0872460231, other_time: 2.2890777588
epoch time: 7.7622084618s, input_fired_time: 0.1593418866, output_fired_time: 0.0000000000, propagate_forward_time: 7.1740069389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288597107
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       787.73413, best error:       726.66974 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.0830154419s, input_fired_time: 1.4215993881, output_fired_time: 0.9161692262, propagate_forward_time: 33.6485099792, propagate_backward_time: 51.8795585632, weight_update_time: 0.0862502679, other_time: 2.2171783447
epoch time: 6.9701604843s, input_fired_time: 0.1448350549, output_fired_time: 0.0000000000, propagate_forward_time: 6.4464359283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788895607
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       810.74518, best error:       726.66974 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.5620880127s, input_fired_time: 1.4184451103, output_fired_time: 0.9079738855, propagate_forward_time: 33.5868453979, propagate_backward_time: 51.4121055603, weight_update_time: 0.1063777581, other_time: 2.2367210388
epoch time: 7.3065629005s, input_fired_time: 0.1530736238, output_fired_time: 0.0000000000, propagate_forward_time: 6.7597684860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937206268
validation[          , genome  6864] predictions:    9775/  10000 (97.75%), best:    9766/10000 (97.66%), error:       753.58173, best error:       726.66974 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.1109466553s, input_fired_time: 1.4724413157, output_fired_time: 0.9036203623, propagate_forward_time: 33.6838607788, propagate_backward_time: 51.6966629028, weight_update_time: 0.0915075839, other_time: 2.3543624878
epoch time: 6.9231224060s, input_fired_time: 0.1551467031, output_fired_time: 0.0000000000, propagate_forward_time: 6.3786005974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893752098
validation[          , genome  6864] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       801.41589, best error:       726.66974 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.3260879517s, input_fired_time: 1.4838432074, output_fired_time: 0.8926097155, propagate_forward_time: 33.0835151672, propagate_backward_time: 51.4807052612, weight_update_time: 0.0904462636, other_time: 2.3854179382
epoch time: 7.0134468079s, input_fired_time: 0.1526710540, output_fired_time: 0.0000000000, propagate_forward_time: 6.4736247063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871512413
validation[          , genome  6864] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       827.38910, best error:       726.66974 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.2890319824s, input_fired_time: 1.4135847092, output_fired_time: 0.8816939592, propagate_forward_time: 32.1685867310, propagate_backward_time: 49.5586585999, weight_update_time: 0.0889468715, other_time: 2.2665138245
epoch time: 7.1705298424s, input_fired_time: 0.1728286296, output_fired_time: 0.0000000000, propagate_forward_time: 6.6082544327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894467354
validation[          , genome  6864] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       787.07001, best error:       726.66974 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.1928100586s, input_fired_time: 1.5040092468, output_fired_time: 0.9208246469, propagate_forward_time: 33.5391960144, propagate_backward_time: 51.9711761475, weight_update_time: 0.0880381316, other_time: 2.2576026917
epoch time: 7.4928970337s, input_fired_time: 0.1559393704, output_fired_time: 0.0000000000, propagate_forward_time: 6.9283556938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086017609
validation[          , genome  6864] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       817.16486, best error:       726.66974 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.1030960083s, input_fired_time: 1.4389076233, output_fired_time: 0.9112609029, propagate_forward_time: 33.5423545837, propagate_backward_time: 52.0038414001, weight_update_time: 0.0871894509, other_time: 2.2067260742
epoch time: 7.0398941040s, input_fired_time: 0.1499867439, output_fired_time: 0.0000000000, propagate_forward_time: 6.5140252113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758821487
validation[          , genome  6864] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       865.47748, best error:       726.66974 on epoch:    79, 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: 35.8351402283s, input_fired_time: 0.7902577519, output_fired_time: 0.0000000000, propagate_forward_time: 32.9606285095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0842552185
best training[          , genome  6864] predictions:   49679/  50000 (99.36%), best:    9766/10000 (97.66%), error:      1283.11548, best error:       726.66974 on epoch:    79, 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: 6.8937082291s, input_fired_time: 0.1485368907, output_fired_time: 0.0000000000, propagate_forward_time: 6.3525009155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926706314
   testing[          , genome  6864] predictions:    9781/  10000 (97.81%), best:    9766/10000 (97.66%), error:       682.59467, best error:       726.66974 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:52:59 (1351): called boinc_finish(0)

</stderr_txt>
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