Nameexact_genome_1508499903_22_15160_2
Workunit2266140
Created4 Dec 2017, 1:40:41 UTC
Sent4 Dec 2017, 1:55:34 UTC
Report deadline13 Jan 2018, 0:45:50 UTC
Received5 Dec 2017, 11:37:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time21 hours 45 min 54 sec
CPU time21 hours 44 min 52 sec
Validate stateValid
Credit9,987.90
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size168.32 MB
Peak swap size171.97 MB
Peak disk usage6.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 716.2937011719s, input_fired_time: 7.2221493721, output_fired_time: 6.5546650887, propagate_forward_time: 272.1619262695, propagate_backward_time: 421.9371643066, weight_update_time: 0.8152861595, other_time: 8.4177551270
epoch time: 55.8184471130s, input_fired_time: 0.8796389103, output_fired_time: 0.0000000000, propagate_forward_time: 53.5948333740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3439750671
validation[          , genome 15160] predictions:    9821/  10000 (98.21%), best:    9839/10000 (98.39%), error:       543.75085, best error:       540.79260 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 711.1819458008s, input_fired_time: 7.1381921768, output_fired_time: 6.5309553146, propagate_forward_time: 270.5696105957, propagate_backward_time: 418.8213500977, weight_update_time: 0.7926564813, other_time: 8.1218566895
epoch time: 56.9418945313s, input_fired_time: 0.9201831818, output_fired_time: 0.0000000000, propagate_forward_time: 54.6156806946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4060325623
validation[          , genome 15160] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       483.25861, best error:       483.25861 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 717.1336669922s, input_fired_time: 7.2901811600, output_fired_time: 6.6311516762, propagate_forward_time: 272.4198608398, propagate_backward_time: 422.2613830566, weight_update_time: 0.8256238103, other_time: 8.5310974121
epoch time: 56.2213668823s, input_fired_time: 0.8841120601, output_fired_time: 0.0000000000, propagate_forward_time: 53.9779357910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3593177795
validation[          , genome 15160] predictions:    9811/  10000 (98.11%), best:    9847/10000 (98.47%), error:       593.90302, best error:       483.25861 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 715.4368286133s, input_fired_time: 7.2215261459, output_fired_time: 6.5709495544, propagate_forward_time: 271.8962402344, propagate_backward_time: 421.3708801270, weight_update_time: 0.8048594594, other_time: 8.3772888184
epoch time: 56.3018417358s, input_fired_time: 0.9065745473, output_fired_time: 0.0000000000, propagate_forward_time: 54.0169601440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3783073425
validation[          , genome 15160] predictions:    9839/  10000 (98.39%), best:    9847/10000 (98.47%), error:       508.76364, best error:       483.25861 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 712.3706665039s, input_fired_time: 7.1796512604, output_fired_time: 6.5358920097, propagate_forward_time: 270.7886657715, propagate_backward_time: 419.6671142578, weight_update_time: 0.7993221879, other_time: 8.1993713379
epoch time: 56.2930145264s, input_fired_time: 0.8910312653, output_fired_time: 0.0000000000, propagate_forward_time: 54.0452079773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3567771912
validation[          , genome 15160] predictions:    9838/  10000 (98.38%), best:    9847/10000 (98.47%), error:       540.90088, best error:       483.25861 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 715.0713500977s, input_fired_time: 7.2528223991, output_fired_time: 6.5860118866, propagate_forward_time: 271.9268798828, propagate_backward_time: 420.8314819336, weight_update_time: 0.8055984974, other_time: 8.4741821289
epoch time: 56.8964996338s, input_fired_time: 0.9097334743, output_fired_time: 0.0000000000, propagate_forward_time: 54.5363769531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4503898621
validation[          , genome 15160] predictions:    9815/  10000 (98.15%), best:    9847/10000 (98.47%), error:       565.73383, best error:       483.25861 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 717.9075927734s, input_fired_time: 7.2153258324, output_fired_time: 6.6514410973, propagate_forward_time: 272.9060974121, propagate_backward_time: 422.7876586914, weight_update_time: 0.8139287233, other_time: 8.3470764160
epoch time: 56.7195777893s, input_fired_time: 0.9173408151, output_fired_time: 0.0000000000, propagate_forward_time: 54.3691368103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4331016541
validation[          , genome 15160] predictions:    9825/  10000 (98.25%), best:    9847/10000 (98.47%), error:       566.91040, best error:       483.25861 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 718.2009887695s, input_fired_time: 7.3314776421, output_fired_time: 6.5849189758, propagate_forward_time: 273.1166992188, propagate_backward_time: 422.6502990723, weight_update_time: 0.8064144850, other_time: 8.5176086426
epoch time: 56.2700347900s, input_fired_time: 0.9016335607, output_fired_time: 0.0000000000, propagate_forward_time: 54.0060844421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3623161316
validation[          , genome 15160] predictions:    9833/  10000 (98.33%), best:    9847/10000 (98.47%), error:       575.77759, best error:       483.25861 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 715.5604858398s, input_fired_time: 7.2144780159, output_fired_time: 6.5858206749, propagate_forward_time: 271.8179626465, propagate_backward_time: 421.5051879883, weight_update_time: 0.8065515161, other_time: 8.4370422363
epoch time: 56.6242637634s, input_fired_time: 0.9104484916, output_fired_time: 0.0000000000, propagate_forward_time: 54.2620201111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4517936707
validation[          , genome 15160] predictions:    9810/  10000 (98.10%), best:    9847/10000 (98.47%), error:       629.71600, best error:       483.25861 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 717.7546386719s, input_fired_time: 7.2448396683, output_fired_time: 6.6111297607, propagate_forward_time: 272.5765075684, propagate_backward_time: 422.8649597168, weight_update_time: 0.8136489391, other_time: 8.4572143555
epoch time: 56.4303779602s, input_fired_time: 0.8965651393, output_fired_time: 0.0000000000, propagate_forward_time: 54.1349182129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3988952637
validation[          , genome 15160] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       439.58463, best error:       439.58463 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 714.5462036133s, input_fired_time: 7.2005209923, output_fired_time: 6.6106090546, propagate_forward_time: 271.4145202637, propagate_backward_time: 421.0354003906, weight_update_time: 0.7977465987, other_time: 8.2851867676
epoch time: 56.2824592590s, input_fired_time: 0.8916405439, output_fired_time: 0.0000000000, propagate_forward_time: 54.0113677979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3794517517
validation[          , genome 15160] predictions:    9822/  10000 (98.22%), best:    9866/10000 (98.66%), error:       581.78992, best error:       439.58463 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 711.6468505859s, input_fired_time: 7.1946854591, output_fired_time: 6.5404167175, propagate_forward_time: 270.7550964355, propagate_backward_time: 418.9198303223, weight_update_time: 0.7907516956, other_time: 8.2368164063
epoch time: 56.7267913818s, input_fired_time: 0.9075666666, output_fired_time: 0.0000000000, propagate_forward_time: 54.3621520996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4570732117
validation[          , genome 15160] predictions:    9859/  10000 (98.59%), best:    9866/10000 (98.66%), error:       455.04468, best error:       439.58463 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 713.5075683594s, input_fired_time: 7.1537551880, output_fired_time: 6.5553398132, propagate_forward_time: 271.5222167969, propagate_backward_time: 420.1333618164, weight_update_time: 0.7868656516, other_time: 8.1428833008
epoch time: 56.2871627808s, input_fired_time: 0.9046720862, output_fired_time: 0.0000000000, propagate_forward_time: 53.9929237366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3895683289
validation[          , genome 15160] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       501.18820, best error:       439.58463 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 715.5928344727s, input_fired_time: 7.2569155693, output_fired_time: 6.5540556908, propagate_forward_time: 271.7664794922, propagate_backward_time: 421.6445007324, weight_update_time: 0.7978823185, other_time: 8.3708801270
epoch time: 56.5661201477s, input_fired_time: 0.9026452303, output_fired_time: 0.0000000000, propagate_forward_time: 54.2568740845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4066009521
validation[          , genome 15160] predictions:    9842/  10000 (98.42%), best:    9866/10000 (98.66%), error:       489.19577, best error:       439.58463 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 709.1502685547s, input_fired_time: 7.0746188164, output_fired_time: 6.5199680328, propagate_forward_time: 269.7120361328, propagate_backward_time: 417.7775878906, weight_update_time: 0.7912871242, other_time: 8.0660400391
epoch time: 56.3977317810s, input_fired_time: 0.8949312568, output_fired_time: 0.0000000000, propagate_forward_time: 54.1269912720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3758087158
validation[          , genome 15160] predictions:    9841/  10000 (98.41%), best:    9866/10000 (98.66%), error:       469.34775, best error:       439.58463 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 715.0948486328s, input_fired_time: 7.2317199707, output_fired_time: 6.6061530113, propagate_forward_time: 271.7883605957, propagate_backward_time: 421.1782836914, weight_update_time: 0.8003119826, other_time: 8.2903747559
epoch time: 56.4804801941s, input_fired_time: 0.9081010818, output_fired_time: 0.0000000000, propagate_forward_time: 54.1520957947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4202842712
validation[          , genome 15160] predictions:    9865/  10000 (98.65%), best:    9866/10000 (98.66%), error:       448.89902, best error:       439.58463 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 711.1411743164s, input_fired_time: 7.1193461418, output_fired_time: 6.5513386726, propagate_forward_time: 270.3747558594, propagate_backward_time: 418.9666442871, weight_update_time: 0.7867383957, other_time: 8.1291198730
epoch time: 57.3623428345s, input_fired_time: 0.9273049235, output_fired_time: 0.0000000000, propagate_forward_time: 55.0019340515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4331054688
validation[          , genome 15160] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       406.34961, best error:       406.34961 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 709.3225708008s, input_fired_time: 7.0861701965, output_fired_time: 6.5092697144, propagate_forward_time: 269.9594116211, propagate_backward_time: 417.6615905762, weight_update_time: 0.8004290462, other_time: 8.1061096191
epoch time: 56.5026397705s, input_fired_time: 0.9147059917, output_fired_time: 0.0000000000, propagate_forward_time: 54.1582107544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4297218323
validation[          , genome 15160] predictions:    9864/  10000 (98.64%), best:    9883/10000 (98.83%), error:       447.74127, best error:       406.34961 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 715.3609619141s, input_fired_time: 7.2736110687, output_fired_time: 6.6003794670, propagate_forward_time: 271.8591003418, propagate_backward_time: 421.1969299316, weight_update_time: 0.8007470369, other_time: 8.4309082031
epoch time: 56.3690185547s, input_fired_time: 0.8973587155, output_fired_time: 0.0000000000, propagate_forward_time: 54.0970153809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3746452332
validation[          , genome 15160] predictions:    9830/  10000 (98.30%), best:    9883/10000 (98.83%), error:       576.68469, best error:       406.34961 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 713.2116088867s, input_fired_time: 7.1878719330, output_fired_time: 6.5539364815, propagate_forward_time: 271.1423950195, propagate_backward_time: 420.1275024414, weight_update_time: 0.8041517735, other_time: 8.1998901367
epoch time: 56.4959602356s, input_fired_time: 0.9013934731, output_fired_time: 0.0000000000, propagate_forward_time: 54.2016639709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3929023743
validation[          , genome 15160] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       438.16006, best error:       406.34961 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 716.5205078125s, input_fired_time: 7.2324156761, output_fired_time: 6.5873556137, propagate_forward_time: 272.3453369141, propagate_backward_time: 421.9484863281, weight_update_time: 0.8072107434, other_time: 8.4069213867
epoch time: 57.0744514465s, input_fired_time: 0.9207391143, output_fired_time: 0.0000000000, propagate_forward_time: 54.7292175293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4244956970
validation[          , genome 15160] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       428.86462, best error:       406.34961 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 716.1802978516s, input_fired_time: 7.2172994614, output_fired_time: 6.5716562271, propagate_forward_time: 272.2762756348, propagate_backward_time: 421.6883544922, weight_update_time: 0.8005591035, other_time: 8.4267272949
epoch time: 56.9986801147s, input_fired_time: 0.9250550270, output_fired_time: 0.0000000000, propagate_forward_time: 54.6277008057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4459228516
validation[          , genome 15160] predictions:    9849/  10000 (98.49%), best:    9883/10000 (98.83%), error:       458.14859, best error:       406.34961 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 712.8226928711s, input_fired_time: 7.1860990524, output_fired_time: 6.5791063309, propagate_forward_time: 270.9579772949, propagate_backward_time: 419.8317871094, weight_update_time: 0.7937350273, other_time: 8.2677307129
epoch time: 55.8507308960s, input_fired_time: 0.9066942334, output_fired_time: 0.0000000000, propagate_forward_time: 53.5608825684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3831558228
validation[          , genome 15160] predictions:    9850/  10000 (98.50%), best:    9883/10000 (98.83%), error:       507.52057, best error:       406.34961 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 715.5582275391s, input_fired_time: 7.2214713097, output_fired_time: 6.6174316406, propagate_forward_time: 272.3315734863, propagate_backward_time: 421.0400390625, weight_update_time: 0.7989370227, other_time: 8.3476867676
epoch time: 56.3176956177s, input_fired_time: 0.8965221643, output_fired_time: 0.0000000000, propagate_forward_time: 54.0497779846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3713951111
validation[          , genome 15160] predictions:    9855/  10000 (98.55%), best:    9883/10000 (98.83%), error:       475.11456, best error:       406.34961 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 716.1990966797s, input_fired_time: 7.2475733757, output_fired_time: 6.5727481842, propagate_forward_time: 272.3681335449, propagate_backward_time: 421.5280456543, weight_update_time: 0.8118713498, other_time: 8.4826049805
epoch time: 56.8049468994s, input_fired_time: 0.9186348915, output_fired_time: 0.0000000000, propagate_forward_time: 54.4610061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4253044128
validation[          , genome 15160] predictions:    9850/  10000 (98.50%), best:    9883/10000 (98.83%), error:       501.16574, best error:       406.34961 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 714.2052612305s, input_fired_time: 7.2044372559, output_fired_time: 6.5748434067, propagate_forward_time: 271.7598876953, propagate_backward_time: 420.4776916504, weight_update_time: 0.7921351194, other_time: 8.1884460449
epoch time: 57.0888252258s, input_fired_time: 0.9336546063, output_fired_time: 0.0000000000, propagate_forward_time: 54.7073478699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4478225708
validation[          , genome 15160] predictions:    9861/  10000 (98.61%), best:    9883/10000 (98.83%), error:       428.58237, best error:       406.34961 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 712.4675292969s, input_fired_time: 7.2299814224, output_fired_time: 6.5481767654, propagate_forward_time: 270.8158874512, propagate_backward_time: 419.6052246094, weight_update_time: 0.8017041087, other_time: 8.2682800293
epoch time: 57.1979217529s, input_fired_time: 0.9375562668, output_fired_time: 0.0000000000, propagate_forward_time: 54.7628173828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4975471497
validation[          , genome 15160] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       420.47681, best error:       406.34961 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 721.1961059570s, input_fired_time: 7.3094515800, output_fired_time: 6.6204609871, propagate_forward_time: 274.0811767578, propagate_backward_time: 424.5729064941, weight_update_time: 0.8123950362, other_time: 8.6120910645
epoch time: 56.6446304321s, input_fired_time: 0.9116835594, output_fired_time: 0.0000000000, propagate_forward_time: 54.3154525757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4174957275
validation[          , genome 15160] predictions:    9858/  10000 (98.58%), best:    9883/10000 (98.83%), error:       490.99667, best error:       406.34961 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 713.7436523438s, input_fired_time: 7.1882424355, output_fired_time: 6.5815262794, propagate_forward_time: 271.2222900391, propagate_backward_time: 420.5529479980, weight_update_time: 0.8000099063, other_time: 8.1986389160
epoch time: 56.1089439392s, input_fired_time: 0.8899838328, output_fired_time: 0.0000000000, propagate_forward_time: 53.8677177429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3512420654
validation[          , genome 15160] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       397.07950, best error:       397.07950 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 715.8565673828s, input_fired_time: 7.2406768799, output_fired_time: 6.5818233490, propagate_forward_time: 272.1676025391, propagate_backward_time: 421.4892272949, weight_update_time: 0.8176937103, other_time: 8.3772277832
epoch time: 56.7667617798s, input_fired_time: 0.9228342772, output_fired_time: 0.0000000000, propagate_forward_time: 54.3942604065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4496688843
validation[          , genome 15160] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       497.00992, best error:       397.07950 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 714.4307250977s, input_fired_time: 7.2173848152, output_fired_time: 6.6056509018, propagate_forward_time: 271.7261352539, propagate_backward_time: 420.6145019531, weight_update_time: 0.7954362631, other_time: 8.2670288086
epoch time: 56.5957527161s, input_fired_time: 0.9299269319, output_fired_time: 0.0000000000, propagate_forward_time: 54.2112350464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4545898438
validation[          , genome 15160] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       419.75409, best error:       397.07950 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 718.5463256836s, input_fired_time: 7.3054838181, output_fired_time: 6.6014523506, propagate_forward_time: 273.1070556641, propagate_backward_time: 422.9743041992, weight_update_time: 0.8105209470, other_time: 8.5580444336
epoch time: 57.1431655884s, input_fired_time: 0.9291436076, output_fired_time: 0.0000000000, propagate_forward_time: 54.7782287598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4357948303
validation[          , genome 15160] predictions:    9868/  10000 (98.68%), best:    9877/10000 (98.77%), error:       436.87344, best error:       397.07950 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 712.5762329102s, input_fired_time: 7.1675472260, output_fired_time: 6.5928087234, propagate_forward_time: 270.9349975586, propagate_backward_time: 419.6195983887, weight_update_time: 0.8009839654, other_time: 8.2612609863
epoch time: 56.2783775330s, input_fired_time: 0.9136459231, output_fired_time: 0.0000000000, propagate_forward_time: 53.9558334351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4088973999
validation[          , genome 15160] predictions:    9841/  10000 (98.41%), best:    9877/10000 (98.77%), error:       461.91696, best error:       397.07950 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 716.6667480469s, input_fired_time: 7.2998013496, output_fired_time: 6.5958580971, propagate_forward_time: 272.5959777832, propagate_backward_time: 421.7796020508, weight_update_time: 0.7956026196, other_time: 8.3954772949
epoch time: 58.1828842163s, input_fired_time: 0.9719898701, output_fired_time: 0.0000000000, propagate_forward_time: 55.6948966980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5159988403
validation[          , genome 15160] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       373.13162, best error:       373.13162 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 719.4686279297s, input_fired_time: 7.3534498215, output_fired_time: 6.6199159622, propagate_forward_time: 273.4788818359, propagate_backward_time: 423.4437866211, weight_update_time: 0.8188256025, other_time: 8.5725708008
epoch time: 56.4716186523s, input_fired_time: 0.9029447436, output_fired_time: 0.0000000000, propagate_forward_time: 54.1588096619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4098625183
validation[          , genome 15160] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       381.25192, best error:       373.13162 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 712.3081054688s, input_fired_time: 7.2015013695, output_fired_time: 6.5496754646, propagate_forward_time: 270.8784179688, propagate_backward_time: 419.4251708984, weight_update_time: 0.7979083657, other_time: 8.2533569336
epoch time: 56.6491127014s, input_fired_time: 0.9176139235, output_fired_time: 0.0000000000, propagate_forward_time: 54.3144836426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4170150757
validation[          , genome 15160] predictions:    9867/  10000 (98.67%), best:    9890/10000 (98.90%), error:       429.33752, best error:       373.13162 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 712.7197265625s, input_fired_time: 7.1696362495, output_fired_time: 6.5941143036, propagate_forward_time: 271.0914306641, propagate_backward_time: 419.6880798340, weight_update_time: 0.7906193733, other_time: 8.1764831543
epoch time: 55.7741203308s, input_fired_time: 0.8863998652, output_fired_time: 0.0000000000, propagate_forward_time: 53.5392417908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3484802246
validation[          , genome 15160] predictions:    9873/  10000 (98.73%), best:    9890/10000 (98.90%), error:       420.54623, best error:       373.13162 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 713.7048339844s, input_fired_time: 7.1758785248, output_fired_time: 6.6262650490, propagate_forward_time: 271.4614868164, propagate_backward_time: 420.2461242676, weight_update_time: 0.8010091782, other_time: 8.1950378418
epoch time: 56.9944496155s, input_fired_time: 0.9316781163, output_fired_time: 0.0000000000, propagate_forward_time: 54.6366729736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4260978699
validation[          , genome 15160] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       387.18582, best error:       373.13162 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 717.3969116211s, input_fired_time: 7.3000178337, output_fired_time: 6.6184859276, propagate_forward_time: 272.7266845703, propagate_backward_time: 422.2657165527, weight_update_time: 0.8209598660, other_time: 8.4860534668
epoch time: 56.4346313477s, input_fired_time: 0.9247741103, output_fired_time: 0.0000000000, propagate_forward_time: 54.1140899658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3957672119
validation[          , genome 15160] predictions:    9859/  10000 (98.59%), best:    9890/10000 (98.90%), error:       446.80072, best error:       373.13162 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 712.9467773438s, input_fired_time: 7.1936993599, output_fired_time: 6.5523724556, propagate_forward_time: 271.2315368652, propagate_backward_time: 419.7762145996, weight_update_time: 0.7919633389, other_time: 8.1929321289
epoch time: 56.7414207458s, input_fired_time: 0.9036582112, output_fired_time: 0.0000000000, propagate_forward_time: 54.4280967712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4096641541
validation[          , genome 15160] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       406.18427, best error:       373.13162 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 712.8746337891s, input_fired_time: 7.1850514412, output_fired_time: 6.5775122643, propagate_forward_time: 271.1188964844, propagate_backward_time: 419.7843322754, weight_update_time: 0.7997263670, other_time: 8.2088317871
epoch time: 57.0377655029s, input_fired_time: 0.9360138178, output_fired_time: 0.0000000000, propagate_forward_time: 54.6831588745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4185943604
validation[          , genome 15160] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       361.36121, best error:       361.36121 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 716.3421020508s, input_fired_time: 7.2403659821, output_fired_time: 6.6427741051, propagate_forward_time: 272.2254028320, propagate_backward_time: 421.8974609375, weight_update_time: 0.8013557792, other_time: 8.3361206055
epoch time: 56.0588912964s, input_fired_time: 0.8992022872, output_fired_time: 0.0000000000, propagate_forward_time: 53.7965621948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3631286621
validation[          , genome 15160] predictions:    9867/  10000 (98.67%), best:    9892/10000 (98.92%), error:       461.70331, best error:       361.36121 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 716.5594482422s, input_fired_time: 7.3114862442, output_fired_time: 6.6272611618, propagate_forward_time: 272.4563293457, propagate_backward_time: 421.6754150391, weight_update_time: 0.8138498068, other_time: 8.4889831543
epoch time: 56.9728240967s, input_fired_time: 0.9195038676, output_fired_time: 0.0000000000, propagate_forward_time: 54.6534614563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3998603821
validation[          , genome 15160] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       386.82187, best error:       361.36121 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 714.9016723633s, input_fired_time: 7.2721576691, output_fired_time: 6.6264991760, propagate_forward_time: 271.7895202637, propagate_backward_time: 420.8551940918, weight_update_time: 0.8110566735, other_time: 8.3582763672
epoch time: 56.1339912415s, input_fired_time: 0.8936775327, output_fired_time: 0.0000000000, propagate_forward_time: 53.8835754395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3567390442
validation[          , genome 15160] predictions:    9847/  10000 (98.47%), best:    9892/10000 (98.92%), error:       441.89532, best error:       361.36121 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 715.2075805664s, input_fired_time: 7.2397527695, output_fired_time: 6.6065673828, propagate_forward_time: 271.9586791992, propagate_backward_time: 421.1422729492, weight_update_time: 0.7957153916, other_time: 8.2603149414
epoch time: 57.1213417053s, input_fired_time: 0.9332977533, output_fired_time: 0.0000000000, propagate_forward_time: 54.7106552124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4773902893
validation[          , genome 15160] predictions:    9899/  10000 (98.99%), best:    9892/10000 (98.92%), error:       362.45462, best error:       361.36121 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 713.8602294922s, input_fired_time: 7.2339515686, output_fired_time: 6.6002235413, propagate_forward_time: 271.6965637207, propagate_backward_time: 420.1261901855, weight_update_time: 0.7942903042, other_time: 8.2033081055
epoch time: 57.7576828003s, input_fired_time: 0.9476794004, output_fired_time: 0.0000000000, propagate_forward_time: 55.3540306091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4559745789
validation[          , genome 15160] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       356.81348, best error:       356.81348 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 717.5411987305s, input_fired_time: 7.2530541420, output_fired_time: 6.5888195038, propagate_forward_time: 272.8353881836, propagate_backward_time: 422.6070556641, weight_update_time: 0.7922154665, other_time: 8.2568969727
epoch time: 56.7536773682s, input_fired_time: 0.9264045358, output_fired_time: 0.0000000000, propagate_forward_time: 54.3586120605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686622620
validation[          , genome 15160] predictions:    9882/  10000 (98.82%), best:    9888/10000 (98.88%), error:       425.63876, best error:       356.81348 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 712.3734741211s, input_fired_time: 7.2331252098, output_fired_time: 6.5629496574, propagate_forward_time: 270.8699340820, propagate_backward_time: 419.4743041992, weight_update_time: 0.8081578016, other_time: 8.2331542969
epoch time: 57.8353996277s, input_fired_time: 0.9489070773, output_fired_time: 0.0000000000, propagate_forward_time: 55.3914909363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4950027466
validation[          , genome 15160] predictions:    9873/  10000 (98.73%), best:    9888/10000 (98.88%), error:       430.60779, best error:       356.81348 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 716.7437133789s, input_fired_time: 7.3303375244, output_fired_time: 6.6344423294, propagate_forward_time: 272.5749816895, propagate_backward_time: 421.7647705078, weight_update_time: 0.8030093312, other_time: 8.4391784668
epoch time: 56.3745574951s, input_fired_time: 0.9007670879, output_fired_time: 0.0000000000, propagate_forward_time: 54.1124382019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3613510132
validation[          , genome 15160] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       344.75922, best error:       344.75922 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 715.0369262695s, input_fired_time: 7.2896609306, output_fired_time: 6.6155576706, propagate_forward_time: 271.6789245605, propagate_backward_time: 421.1171569824, weight_update_time: 0.8094607592, other_time: 8.3356323242
epoch time: 55.8622741699s, input_fired_time: 0.8934564590, output_fired_time: 0.0000000000, propagate_forward_time: 53.6042823792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3645362854
validation[          , genome 15160] predictions:    9898/  10000 (98.98%), best:    9889/10000 (98.89%), error:       362.28000, best error:       344.75922 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 713.0401000977s, input_fired_time: 7.2490530014, output_fired_time: 6.5785822868, propagate_forward_time: 271.0511474609, propagate_backward_time: 419.8955993652, weight_update_time: 0.8028125763, other_time: 8.2657775879
epoch time: 56.5316772461s, input_fired_time: 0.9359894395, output_fired_time: 0.0000000000, propagate_forward_time: 54.1802215576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4154663086
validation[          , genome 15160] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       399.01682, best error:       344.75922 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 718.5068969727s, input_fired_time: 7.2936592102, output_fired_time: 6.6403646469, propagate_forward_time: 274.1582031250, propagate_backward_time: 422.1260375977, weight_update_time: 0.7934475541, other_time: 8.2886352539
epoch time: 57.7948570251s, input_fired_time: 0.9487628937, output_fired_time: 0.0000000000, propagate_forward_time: 55.3788223267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4672698975
validation[          , genome 15160] predictions:    9873/  10000 (98.73%), best:    9889/10000 (98.89%), error:       408.49451, best error:       344.75922 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 716.1829223633s, input_fired_time: 7.3036451340, output_fired_time: 6.5983600616, propagate_forward_time: 272.1952514648, propagate_backward_time: 421.5323791504, weight_update_time: 0.8028452992, other_time: 8.5532531738
epoch time: 56.3007888794s, input_fired_time: 0.9067377448, output_fired_time: 0.0000000000, propagate_forward_time: 53.9966583252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3973922729
validation[          , genome 15160] predictions:    9868/  10000 (98.68%), best:    9889/10000 (98.89%), error:       451.10672, best error:       344.75922 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 720.2891845703s, input_fired_time: 7.3158159256, output_fired_time: 6.6702365875, propagate_forward_time: 273.6503295898, propagate_backward_time: 424.2756652832, weight_update_time: 0.8166544437, other_time: 8.3771667480
epoch time: 56.5047569275s, input_fired_time: 0.9099632502, output_fired_time: 0.0000000000, propagate_forward_time: 54.2178001404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3769950867
validation[          , genome 15160] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       389.57404, best error:       344.75922 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 717.3526611328s, input_fired_time: 7.3621921539, output_fired_time: 6.6295571327, propagate_forward_time: 272.7992553711, propagate_backward_time: 422.0700683594, weight_update_time: 0.8061612248, other_time: 8.4915771484
epoch time: 57.9120864868s, input_fired_time: 0.9660540223, output_fired_time: 0.0000000000, propagate_forward_time: 55.4577751160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4882583618
validation[          , genome 15160] predictions:    9877/  10000 (98.77%), best:    9889/10000 (98.89%), error:       393.23633, best error:       344.75922 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 716.6744995117s, input_fired_time: 7.2978763580, output_fired_time: 6.6673984528, propagate_forward_time: 272.3611755371, propagate_backward_time: 421.8913269043, weight_update_time: 0.8081057668, other_time: 8.4567260742
epoch time: 56.9018669128s, input_fired_time: 0.9581131339, output_fired_time: 0.0000000000, propagate_forward_time: 54.4924507141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4513015747
validation[          , genome 15160] predictions:    9892/  10000 (98.92%), best:    9889/10000 (98.89%), error:       368.31406, best error:       344.75922 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 715.0866699219s, input_fired_time: 7.2569122314, output_fired_time: 6.6051139832, propagate_forward_time: 271.7220458984, propagate_backward_time: 421.2605590820, weight_update_time: 0.7891450524, other_time: 8.2420654297
epoch time: 56.8168449402s, input_fired_time: 0.9141040444, output_fired_time: 0.0000000000, propagate_forward_time: 54.4525070190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4502334595
validation[          , genome 15160] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       351.80402, best error:       344.75922 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 714.1411132813s, input_fired_time: 7.2322039604, output_fired_time: 6.6305088997, propagate_forward_time: 271.4930419922, propagate_backward_time: 420.4292602539, weight_update_time: 0.8065965772, other_time: 8.3561401367
epoch time: 56.2839775085s, input_fired_time: 0.9005453587, output_fired_time: 0.0000000000, propagate_forward_time: 54.0255661011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3578643799
validation[          , genome 15160] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       356.71915, best error:       344.75922 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 714.3549194336s, input_fired_time: 7.2749290466, output_fired_time: 6.5596823692, propagate_forward_time: 271.5082397461, propagate_backward_time: 420.7117004395, weight_update_time: 0.7933073640, other_time: 8.3003845215
epoch time: 56.8281059265s, input_fired_time: 0.9121452570, output_fired_time: 0.0000000000, propagate_forward_time: 54.5449714661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3709907532
validation[          , genome 15160] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       378.12198, best error:       344.75922 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 715.3470458984s, input_fired_time: 7.3230628967, output_fired_time: 6.6077351570, propagate_forward_time: 272.1163330078, propagate_backward_time: 420.9640808105, weight_update_time: 0.7993334532, other_time: 8.3358459473
epoch time: 55.8422813416s, input_fired_time: 0.9016069770, output_fired_time: 0.0000000000, propagate_forward_time: 53.5588912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3817825317
validation[          , genome 15160] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       383.15778, best error:       344.75922 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 712.4887695313s, input_fired_time: 7.2224254608, output_fired_time: 6.5812425613, propagate_forward_time: 271.1470336914, propagate_backward_time: 419.4126586914, weight_update_time: 0.7897003889, other_time: 8.1254272461
epoch time: 56.7259025574s, input_fired_time: 0.9369574785, output_fired_time: 0.0000000000, propagate_forward_time: 54.3497695923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4391746521
validation[          , genome 15160] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       353.80191, best error:       344.75922 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 717.2711791992s, input_fired_time: 7.3497128487, output_fired_time: 6.6478457451, propagate_forward_time: 272.4015502930, propagate_backward_time: 422.2662658691, weight_update_time: 0.8169670701, other_time: 8.6058044434
epoch time: 56.3085365295s, input_fired_time: 0.9086824656, output_fired_time: 0.0000000000, propagate_forward_time: 54.0110092163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3888435364
validation[          , genome 15160] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       351.81238, best error:       344.75922 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 714.7294311523s, input_fired_time: 7.2752118111, output_fired_time: 6.6034312248, propagate_forward_time: 271.4978942871, propagate_backward_time: 421.0315246582, weight_update_time: 0.7913723588, other_time: 8.3213500977
epoch time: 56.9498367310s, input_fired_time: 0.9378054738, output_fired_time: 0.0000000000, propagate_forward_time: 54.5487480164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4632835388
validation[          , genome 15160] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       328.21454, best error:       328.21454 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 713.0714721680s, input_fired_time: 7.2404823303, output_fired_time: 6.6110372543, propagate_forward_time: 271.3629760742, propagate_backward_time: 419.5739746094, weight_update_time: 0.8043854833, other_time: 8.2830200195
epoch time: 56.1931228638s, input_fired_time: 0.9010083079, output_fired_time: 0.0000000000, propagate_forward_time: 53.9390602112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3530540466
validation[          , genome 15160] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       346.32382, best error:       328.21454 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 715.7702026367s, input_fired_time: 7.2817854881, output_fired_time: 6.6244983673, propagate_forward_time: 272.2879943848, propagate_backward_time: 421.1542968750, weight_update_time: 0.8098216057, other_time: 8.4216003418
epoch time: 56.7473678589s, input_fired_time: 0.9217424393, output_fired_time: 0.0000000000, propagate_forward_time: 54.4146766663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4109497070
validation[          , genome 15160] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       395.90631, best error:       328.21454 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 720.0579223633s, input_fired_time: 7.4179668427, output_fired_time: 6.6808929443, propagate_forward_time: 273.6262207031, propagate_backward_time: 423.7940673828, weight_update_time: 0.8147646189, other_time: 8.5387573242
epoch time: 56.5186309814s, input_fired_time: 0.9089285135, output_fired_time: 0.0000000000, propagate_forward_time: 54.2056236267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4040794373
validation[          , genome 15160] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       365.57571, best error:       328.21454 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 719.9547119141s, input_fired_time: 7.4065709114, output_fired_time: 6.6538810730, propagate_forward_time: 273.4799194336, propagate_backward_time: 423.8881225586, weight_update_time: 0.8042196631, other_time: 8.5262451172
epoch time: 57.0029869080s, input_fired_time: 0.9344043136, output_fired_time: 0.0000000000, propagate_forward_time: 54.6138038635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4547805786
validation[          , genome 15160] predictions:    9873/  10000 (98.73%), best:    9900/10000 (99.00%), error:       397.69714, best error:       328.21454 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 713.8234252930s, input_fired_time: 7.2195010185, output_fired_time: 6.5918846130, propagate_forward_time: 271.5627441406, propagate_backward_time: 420.1692504883, weight_update_time: 0.8157312274, other_time: 8.2800903320
epoch time: 56.8183364868s, input_fired_time: 0.9321171045, output_fired_time: 0.0000000000, propagate_forward_time: 54.4134635925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4727554321
validation[          , genome 15160] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       344.09457, best error:       328.21454 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 708.9220581055s, input_fired_time: 7.1707706451, output_fired_time: 6.5351767540, propagate_forward_time: 269.7196655273, propagate_backward_time: 417.4215393066, weight_update_time: 0.7863038778, other_time: 8.0749206543
epoch time: 58.1326408386s, input_fired_time: 0.9590195417, output_fired_time: 0.0000000000, propagate_forward_time: 55.6548576355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5187644958
validation[          , genome 15160] predictions:    9879/  10000 (98.79%), best:    9900/10000 (99.00%), error:       372.14728, best error:       328.21454 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 719.8142089844s, input_fired_time: 7.2848544121, output_fired_time: 6.6597466469, propagate_forward_time: 273.5097656250, propagate_backward_time: 423.9746398926, weight_update_time: 0.8048300743, other_time: 8.3852233887
epoch time: 56.7630310059s, input_fired_time: 0.9299733043, output_fired_time: 0.0000000000, propagate_forward_time: 54.3055419922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5275154114
validation[          , genome 15160] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       379.56476, best error:       328.21454 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 711.0124511719s, input_fired_time: 7.1286110878, output_fired_time: 6.5763316154, propagate_forward_time: 270.2584228516, propagate_backward_time: 418.9884338379, weight_update_time: 0.7864492536, other_time: 8.0606384277
epoch time: 55.8899726868s, input_fired_time: 0.8975626826, output_fired_time: 0.0000000000, propagate_forward_time: 53.6180076599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3744010925
validation[          , genome 15160] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       386.10596, best error:       328.21454 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 709.3184814453s, input_fired_time: 7.1672811508, output_fired_time: 6.5488553047, propagate_forward_time: 269.8888854980, propagate_backward_time: 417.6261901855, weight_update_time: 0.7957588434, other_time: 8.0872802734
epoch time: 56.6366081238s, input_fired_time: 0.9206465483, output_fired_time: 0.0000000000, propagate_forward_time: 54.3214569092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3945045471
validation[          , genome 15160] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       363.84607, best error:       328.21454 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 717.7708129883s, input_fired_time: 7.3451862335, output_fired_time: 6.6239762306, propagate_forward_time: 272.7965087891, propagate_backward_time: 422.3787536621, weight_update_time: 0.8190715313, other_time: 8.6263732910
epoch time: 57.2989273071s, input_fired_time: 0.9341652989, output_fired_time: 0.0000000000, propagate_forward_time: 54.9242935181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4404678345
validation[          , genome 15160] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       356.74121, best error:       328.21454 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 710.5618896484s, input_fired_time: 7.2407784462, output_fired_time: 6.5515384674, propagate_forward_time: 270.2802124023, propagate_backward_time: 418.3335266113, weight_update_time: 0.7951225042, other_time: 8.1558532715
epoch time: 57.5036506653s, input_fired_time: 0.9370868802, output_fired_time: 0.0000000000, propagate_forward_time: 55.0788764954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4876861572
validation[          , genome 15160] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       346.46838, best error:       328.21454 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 715.0995483398s, input_fired_time: 7.3411197662, output_fired_time: 6.5829553604, propagate_forward_time: 271.7575073242, propagate_backward_time: 421.0713500977, weight_update_time: 0.8059399724, other_time: 8.3466186523
epoch time: 56.3437728882s, input_fired_time: 0.9317052364, output_fired_time: 0.0000000000, propagate_forward_time: 53.9925804138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4194869995
validation[          , genome 15160] predictions:    9881/  10000 (98.81%), best:    9900/10000 (99.00%), error:       370.93777, best error:       328.21454 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 714.6405639648s, input_fired_time: 7.3663554192, output_fired_time: 6.5779151917, propagate_forward_time: 271.2997741699, propagate_backward_time: 420.9385375977, weight_update_time: 0.8080828190, other_time: 8.4579772949
epoch time: 57.9224128723s, input_fired_time: 0.9312078953, output_fired_time: 0.0000000000, propagate_forward_time: 55.5187110901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4724922180
validation[          , genome 15160] predictions:    9878/  10000 (98.78%), best:    9900/10000 (99.00%), error:       402.73755, best error:       328.21454 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 710.7180786133s, input_fired_time: 7.2233176231, output_fired_time: 6.5876741409, propagate_forward_time: 270.2623291016, propagate_backward_time: 418.4886169434, weight_update_time: 0.8018339872, other_time: 8.1561584473
epoch time: 56.5793495178s, input_fired_time: 0.9307016134, output_fired_time: 0.0000000000, propagate_forward_time: 54.1766166687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4720306396
validation[          , genome 15160] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       350.39081, best error:       328.21454 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 714.6610717773s, input_fired_time: 7.3080520630, output_fired_time: 6.5920801163, propagate_forward_time: 271.6466979980, propagate_backward_time: 420.6990661621, weight_update_time: 0.7981371284, other_time: 8.4151611328
epoch time: 55.7551193237s, input_fired_time: 0.8959949017, output_fired_time: 0.0000000000, propagate_forward_time: 53.5017662048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3573570251
validation[          , genome 15160] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       364.93387, best error:       328.21454 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 715.7828979492s, input_fired_time: 7.3565812111, output_fired_time: 6.6164169312, propagate_forward_time: 271.9449462891, propagate_backward_time: 421.3519287109, weight_update_time: 0.8177848458, other_time: 8.5130615234
epoch time: 57.0942268372s, input_fired_time: 0.9287016392, output_fired_time: 0.0000000000, propagate_forward_time: 54.7528610229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4126625061
validation[          , genome 15160] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       357.09933, best error:       328.21454 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 712.7648925781s, input_fired_time: 7.2051973343, output_fired_time: 6.5863218307, propagate_forward_time: 271.2497863770, propagate_backward_time: 419.6095581055, weight_update_time: 0.7883986831, other_time: 8.1140441895
epoch time: 56.4773406982s, input_fired_time: 0.9130791426, output_fired_time: 0.0000000000, propagate_forward_time: 54.2028961182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3613662720
validation[          , genome 15160] predictions:    9876/  10000 (98.76%), best:    9900/10000 (99.00%), error:       360.33939, best error:       328.21454 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 714.5633544922s, input_fired_time: 7.2973828316, output_fired_time: 6.6231346130, propagate_forward_time: 271.5547790527, propagate_backward_time: 420.7729797363, weight_update_time: 0.8039287925, other_time: 8.3151245117
epoch time: 56.0827903748s, input_fired_time: 0.9032245874, output_fired_time: 0.0000000000, propagate_forward_time: 53.8103408813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3692245483
validation[          , genome 15160] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       353.78006, best error:       328.21454 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 714.0603637695s, input_fired_time: 7.2642922401, output_fired_time: 6.6316833496, propagate_forward_time: 271.5007629395, propagate_backward_time: 420.4055175781, weight_update_time: 0.7961956263, other_time: 8.2581481934
epoch time: 56.3992843628s, input_fired_time: 0.9300009012, output_fired_time: 0.0000000000, propagate_forward_time: 54.0291023254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4401817322
validation[          , genome 15160] predictions:    9883/  10000 (98.83%), best:    9900/10000 (99.00%), error:       356.37946, best error:       328.21454 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 711.5685424805s, input_fired_time: 7.2318754196, output_fired_time: 6.5686507225, propagate_forward_time: 270.4259338379, propagate_backward_time: 419.0485229492, weight_update_time: 0.7949110866, other_time: 8.2935485840
epoch time: 57.3385696411s, input_fired_time: 0.9251356125, output_fired_time: 0.0000000000, propagate_forward_time: 54.9649353027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4484977722
validation[          , genome 15160] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       350.93414, best error:       328.21454 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 715.7358398438s, input_fired_time: 7.3017396927, output_fired_time: 6.5752329826, propagate_forward_time: 272.1243591309, propagate_backward_time: 421.4394836426, weight_update_time: 0.8069906235, other_time: 8.2949829102
epoch time: 56.4806404114s, input_fired_time: 0.9155877233, output_fired_time: 0.0000000000, propagate_forward_time: 54.1713218689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3937301636
validation[          , genome 15160] predictions:    9887/  10000 (98.87%), best:    9900/10000 (99.00%), error:       355.89508, best error:       328.21454 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 711.7370605469s, input_fired_time: 7.2291188240, output_fired_time: 6.6303396225, propagate_forward_time: 270.4499816895, propagate_backward_time: 419.2923278809, weight_update_time: 0.7995246053, other_time: 8.1353149414
epoch time: 56.3482589722s, input_fired_time: 0.9105232358, output_fired_time: 0.0000000000, propagate_forward_time: 54.0644989014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3732376099
validation[          , genome 15160] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       351.60986, best error:       328.21454 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 711.1807861328s, input_fired_time: 7.1928381920, output_fired_time: 6.5730257034, propagate_forward_time: 270.4835205078, propagate_backward_time: 418.7690734863, weight_update_time: 0.7939030528, other_time: 8.1623840332
epoch time: 56.2200126648s, input_fired_time: 0.9078262448, output_fired_time: 0.0000000000, propagate_forward_time: 53.9153747559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3968124390
validation[          , genome 15160] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       350.53717, best error:       328.21454 on epoch:    77, 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: 285.2421264648s, input_fired_time: 4.6615056992, output_fired_time: 0.0000000000, propagate_forward_time: 273.1389770508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4416503906
best training[          , genome 15160] predictions:   50000/  50000 (100.00%), best:    9900/10000 (99.00%), error:       121.31877, best error:       328.21454 on epoch:    77, 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: 57.0580787659s, input_fired_time: 0.9227228165, output_fired_time: 0.0000000000, propagate_forward_time: 54.6874198914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4479370117
   testing[          , genome 15160] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       321.06927, best error:       328.21454 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:41:39 (6304): called boinc_finish(0)

</stderr_txt>
]]>