Nameexact_genome_1512568488_42_6895_0
Workunit2605732
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline15 Dec 2017, 9:41:56 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 4 min 37 sec
CPU time4 hours 3 min 36 sec
Validate stateValid
Credit1,864.42
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.64 MB
Peak swap size161.09 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6895] predictions:    9697/  10000 (96.97%), best:    9733/10000 (97.33%), error:      1011.36310, best error:       955.75134 on epoch:     2, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.5133209229s, input_fired_time: 2.3206524849, output_fired_time: 2.1593372822, propagate_forward_time: 49.5189285278, propagate_backward_time: 75.5902252197, weight_update_time: 0.1702613980, other_time: 3.9241867065
epoch time: 10.8649463654s, input_fired_time: 0.2840151787, output_fired_time: 0.0000000000, propagate_forward_time: 9.9031314850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6777992249
validation[          , genome  6895] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:      1019.98401, best error:       955.75134 on epoch:     2, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 132.5139312744s, input_fired_time: 2.3136570454, output_fired_time: 2.1568300724, propagate_forward_time: 49.1211013794, propagate_backward_time: 74.9948806763, weight_update_time: 0.1721384823, other_time: 3.9274597168
epoch time: 10.8965721130s, input_fired_time: 0.2809338868, output_fired_time: 0.0000000000, propagate_forward_time: 9.9247913361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908464432
validation[          , genome  6895] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       953.32324, best error:       953.32324 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 132.3883972168s, input_fired_time: 2.3238666058, output_fired_time: 2.1605427265, propagate_forward_time: 49.0254592896, propagate_backward_time: 74.9584884644, weight_update_time: 0.1721851528, other_time: 3.9200363159
epoch time: 10.7636528015s, input_fired_time: 0.2939343154, output_fired_time: 0.0000000000, propagate_forward_time: 9.7705183029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992006302
validation[          , genome  6895] predictions:    9643/  10000 (96.43%), best:    9701/10000 (97.01%), error:      1155.57056, best error:       953.32324 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 132.7375335693s, input_fired_time: 2.2968053818, output_fired_time: 2.1444125175, propagate_forward_time: 49.2667465210, propagate_backward_time: 75.1598281860, weight_update_time: 0.1704989374, other_time: 3.8697509766
epoch time: 10.8142051697s, input_fired_time: 0.2844439447, output_fired_time: 0.0000000000, propagate_forward_time: 9.8482952118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814661026
validation[          , genome  6895] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1099.59045, best error:       953.32324 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 134.1141052246s, input_fired_time: 2.3370082378, output_fired_time: 2.1652908325, propagate_forward_time: 49.7682800293, propagate_backward_time: 75.8968887329, weight_update_time: 0.1716009229, other_time: 3.9466476440
epoch time: 10.8792247772s, input_fired_time: 0.2915280461, output_fired_time: 0.0000000000, propagate_forward_time: 9.8888082504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988887787
validation[          , genome  6895] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1039.69714, best error:       953.32324 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 133.1984710693s, input_fired_time: 2.3045098782, output_fired_time: 2.1885604858, propagate_forward_time: 49.4154205322, propagate_backward_time: 75.4600753784, weight_update_time: 0.1728017628, other_time: 3.8299179077
epoch time: 10.8007793427s, input_fired_time: 0.2896566391, output_fired_time: 0.0000000000, propagate_forward_time: 9.8175039291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936187744
validation[          , genome  6895] predictions:    9721/  10000 (97.21%), best:    9701/10000 (97.01%), error:       955.43646, best error:       953.32324 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.9603881836s, input_fired_time: 2.3145270348, output_fired_time: 2.1348621845, propagate_forward_time: 48.8854370117, propagate_backward_time: 74.7271499634, weight_update_time: 0.1701224744, other_time: 3.8984069824
epoch time: 10.9218826294s, input_fired_time: 0.2872162759, output_fired_time: 0.0000000000, propagate_forward_time: 9.9383239746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963424683
validation[          , genome  6895] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       916.31140, best error:       916.31140 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 132.9633483887s, input_fired_time: 2.3078119755, output_fired_time: 2.1547617912, propagate_forward_time: 49.3329658508, propagate_backward_time: 75.2920379639, weight_update_time: 0.1689392030, other_time: 3.8757781982
epoch time: 10.8604726791s, input_fired_time: 0.2848071754, output_fired_time: 0.0000000000, propagate_forward_time: 9.8780336380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976318359
validation[          , genome  6895] predictions:    9702/  10000 (97.02%), best:    9712/10000 (97.12%), error:      1013.00592, best error:       916.31140 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 133.8107910156s, input_fired_time: 2.3578655720, output_fired_time: 2.1802661419, propagate_forward_time: 49.5693359375, propagate_backward_time: 75.7815551758, weight_update_time: 0.1745004654, other_time: 3.9217681885
epoch time: 10.9728832245s, input_fired_time: 0.3020054698, output_fired_time: 0.0000000000, propagate_forward_time: 9.9638919830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7069854736
validation[          , genome  6895] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:       965.36823, best error:       916.31140 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.7143096924s, input_fired_time: 2.3305988312, output_fired_time: 2.1344270706, propagate_forward_time: 48.7196540833, propagate_backward_time: 74.5550537109, weight_update_time: 0.1731305569, other_time: 3.9745788574
epoch time: 10.9588565826s, input_fired_time: 0.2887260914, output_fired_time: 0.0000000000, propagate_forward_time: 9.9800004959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901302338
validation[          , genome  6895] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       832.70093, best error:       832.70093 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 132.5222320557s, input_fired_time: 2.3236384392, output_fired_time: 2.1529541016, propagate_forward_time: 49.1392784119, propagate_backward_time: 74.9806671143, weight_update_time: 0.1716258228, other_time: 3.9256896973
epoch time: 10.8358144760s, input_fired_time: 0.2859606445, output_fired_time: 0.0000000000, propagate_forward_time: 9.8663330078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835212708
validation[          , genome  6895] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       892.09119, best error:       832.70093 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.8330230713s, input_fired_time: 2.3241212368, output_fired_time: 2.1498658657, propagate_forward_time: 49.2851982117, propagate_backward_time: 75.1795883179, weight_update_time: 0.1752645373, other_time: 3.8942337036
epoch time: 10.7579813004s, input_fired_time: 0.2835085392, output_fired_time: 0.0000000000, propagate_forward_time: 9.7979650497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765079498
validation[          , genome  6895] predictions:    9760/  10000 (97.60%), best:    9750/10000 (97.50%), error:       835.75208, best error:       832.70093 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 134.0144805908s, input_fired_time: 2.3242874146, output_fired_time: 2.1928126812, propagate_forward_time: 49.7126312256, propagate_backward_time: 75.8853454590, weight_update_time: 0.1741854548, other_time: 3.8993988037
epoch time: 10.9133691788s, input_fired_time: 0.2980688214, output_fired_time: 0.0000000000, propagate_forward_time: 9.9159173965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993827820
validation[          , genome  6895] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:       968.88019, best error:       832.70093 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 133.1296691895s, input_fired_time: 2.3482530117, output_fired_time: 2.1645953655, propagate_forward_time: 49.3666648865, propagate_backward_time: 75.2877502441, weight_update_time: 0.1723977178, other_time: 3.9624023438
epoch time: 11.0364618301s, input_fired_time: 0.2869044244, output_fired_time: 0.0000000000, propagate_forward_time: 10.0462675095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032899857
validation[          , genome  6895] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       923.82269, best error:       832.70093 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.8894805908s, input_fired_time: 2.3468880653, output_fired_time: 2.1663382053, propagate_forward_time: 49.2884902954, propagate_backward_time: 75.1240234375, weight_update_time: 0.1728334725, other_time: 3.9637374878
epoch time: 10.7530679703s, input_fired_time: 0.2919122279, output_fired_time: 0.0000000000, propagate_forward_time: 9.7669725418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6941833496
validation[          , genome  6895] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       900.72455, best error:       832.70093 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.0404663086s, input_fired_time: 2.3411130905, output_fired_time: 2.1597042084, propagate_forward_time: 49.3521919250, propagate_backward_time: 75.2826995850, weight_update_time: 0.1710202396, other_time: 3.9047698975
epoch time: 11.0711450577s, input_fired_time: 0.3016642034, output_fired_time: 0.0000000000, propagate_forward_time: 10.0491075516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203731537
validation[          , genome  6895] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       900.40015, best error:       832.70093 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 133.0885925293s, input_fired_time: 2.3041608334, output_fired_time: 2.1526534557, propagate_forward_time: 49.3472290039, propagate_backward_time: 75.4344863892, weight_update_time: 0.1763281673, other_time: 3.8500747681
epoch time: 11.1245822906s, input_fired_time: 0.3036238551, output_fired_time: 0.0000000000, propagate_forward_time: 10.0858135223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7351446152
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       877.86700, best error:       832.70093 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 133.3655090332s, input_fired_time: 2.3532643318, output_fired_time: 2.1828157902, propagate_forward_time: 49.3737373352, propagate_backward_time: 75.5560073853, weight_update_time: 0.1754305065, other_time: 3.8996810913
epoch time: 10.7561550140s, input_fired_time: 0.2856732905, output_fired_time: 0.0000000000, propagate_forward_time: 9.7973527908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6731290817
validation[          , genome  6895] predictions:    9676/  10000 (96.76%), best:    9750/10000 (97.50%), error:      1007.30487, best error:       832.70093 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 132.8251647949s, input_fired_time: 2.3257791996, output_fired_time: 2.1427533627, propagate_forward_time: 49.2411880493, propagate_backward_time: 75.2359771729, weight_update_time: 0.1694542617, other_time: 3.8794784546
epoch time: 10.8482332230s, input_fired_time: 0.2902803421, output_fired_time: 0.0000000000, propagate_forward_time: 9.8630609512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948919296
validation[          , genome  6895] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       885.05688, best error:       832.70093 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.7561645508s, input_fired_time: 2.3145618439, output_fired_time: 2.1534786224, propagate_forward_time: 49.1953582764, propagate_backward_time: 75.2273406982, weight_update_time: 0.1693381816, other_time: 3.8654327393
epoch time: 10.8430643082s, input_fired_time: 0.2906557918, output_fired_time: 0.0000000000, propagate_forward_time: 9.8536167145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987915039
validation[          , genome  6895] predictions:    9748/  10000 (97.48%), best:    9750/10000 (97.50%), error:       842.55872, best error:       832.70093 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.2522583008s, input_fired_time: 2.3287630081, output_fired_time: 2.1648454666, propagate_forward_time: 49.4409484863, propagate_backward_time: 75.4328155518, weight_update_time: 0.1701060236, other_time: 3.8848876953
epoch time: 11.1068401337s, input_fired_time: 0.2976383567, output_fired_time: 0.0000000000, propagate_forward_time: 10.0711336136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380685806
validation[          , genome  6895] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       805.82831, best error:       805.82831 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.5888214111s, input_fired_time: 2.3430135250, output_fired_time: 2.1709766388, propagate_forward_time: 49.5557632446, propagate_backward_time: 75.5617904663, weight_update_time: 0.1821554005, other_time: 3.9572753906
epoch time: 10.8265266418s, input_fired_time: 0.2895996869, output_fired_time: 0.0000000000, propagate_forward_time: 9.8461971283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6907300949
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       829.54919, best error:       805.82831 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 132.4470672607s, input_fired_time: 2.3316445351, output_fired_time: 2.1444637775, propagate_forward_time: 49.0944175720, propagate_backward_time: 74.9641265869, weight_update_time: 0.1759073883, other_time: 3.9124145508
epoch time: 10.7555904388s, input_fired_time: 0.2866462171, output_fired_time: 0.0000000000, propagate_forward_time: 9.7827596664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6861848831
validation[          , genome  6895] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       887.26678, best error:       805.82831 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 132.6367797852s, input_fired_time: 2.2994987965, output_fired_time: 2.1656224728, propagate_forward_time: 49.1770057678, propagate_backward_time: 75.1702117920, weight_update_time: 0.1690605730, other_time: 3.8244476318
epoch time: 10.8321313858s, input_fired_time: 0.2928795815, output_fired_time: 0.0000000000, propagate_forward_time: 9.8501367569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891145706
validation[          , genome  6895] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       870.93823, best error:       805.82831 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.6918029785s, input_fired_time: 2.3281738758, output_fired_time: 2.1568491459, propagate_forward_time: 49.1602172852, propagate_backward_time: 75.1541137695, weight_update_time: 0.1774131954, other_time: 3.8924560547
epoch time: 10.8704519272s, input_fired_time: 0.2905836701, output_fired_time: 0.0000000000, propagate_forward_time: 9.8790140152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008543015
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       824.52716, best error:       805.82831 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 134.5397033691s, input_fired_time: 2.3366448879, output_fired_time: 2.1808485985, propagate_forward_time: 49.9169654846, propagate_backward_time: 76.1557998657, weight_update_time: 0.1740667075, other_time: 3.9494552612
epoch time: 10.8528881073s, input_fired_time: 0.2920160294, output_fired_time: 0.0000000000, propagate_forward_time: 9.8658742905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6949977875
validation[          , genome  6895] predictions:    9622/  10000 (96.22%), best:    9767/10000 (97.67%), error:      1227.81812, best error:       805.82831 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.4471435547s, input_fired_time: 2.3509161472, output_fired_time: 2.1742315292, propagate_forward_time: 49.5175895691, propagate_backward_time: 75.5083007813, weight_update_time: 0.1798983216, other_time: 3.8961029053
epoch time: 10.8968181610s, input_fired_time: 0.2868624926, output_fired_time: 0.0000000000, propagate_forward_time: 9.9085712433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013845444
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       916.85370, best error:       805.82831 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 133.2038726807s, input_fired_time: 2.3589379787, output_fired_time: 2.1599178314, propagate_forward_time: 49.4059066772, propagate_backward_time: 75.4083099365, weight_update_time: 0.1741060019, other_time: 3.8708114624
epoch time: 10.7921495438s, input_fired_time: 0.2898743451, output_fired_time: 0.0000000000, propagate_forward_time: 9.8197126389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825628281
validation[          , genome  6895] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       969.39874, best error:       805.82831 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.8360137939s, input_fired_time: 2.3368530273, output_fired_time: 2.1745469570, propagate_forward_time: 49.2588157654, propagate_backward_time: 75.1812362671, weight_update_time: 0.1699378341, other_time: 3.8845596313
epoch time: 10.7856473923s, input_fired_time: 0.2877617180, output_fired_time: 0.0000000000, propagate_forward_time: 9.8085174561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893682480
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       848.16736, best error:       805.82831 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.7384033203s, input_fired_time: 2.3730404377, output_fired_time: 2.1616535187, propagate_forward_time: 49.5810966492, propagate_backward_time: 75.6990661621, weight_update_time: 0.1704952121, other_time: 3.9235382080
epoch time: 10.8184404373s, input_fired_time: 0.2942330241, output_fired_time: 0.0000000000, propagate_forward_time: 9.8285140991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6956930161
validation[          , genome  6895] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       836.57111, best error:       805.82831 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 132.4931335449s, input_fired_time: 2.3215322495, output_fired_time: 2.1610853672, propagate_forward_time: 49.1966590881, propagate_backward_time: 74.9938583374, weight_update_time: 0.1685356200, other_time: 3.8199996948
epoch time: 10.8049335480s, input_fired_time: 0.2874461412, output_fired_time: 0.0000000000, propagate_forward_time: 9.8404092789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770782471
validation[          , genome  6895] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       818.44214, best error:       805.82831 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.6336822510s, input_fired_time: 2.3197181225, output_fired_time: 2.1565599442, propagate_forward_time: 49.1717643738, propagate_backward_time: 75.0995941162, weight_update_time: 0.1743186712, other_time: 3.8860473633
epoch time: 10.7330589294s, input_fired_time: 0.2888555825, output_fired_time: 0.0000000000, propagate_forward_time: 9.7642097473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6799936295
validation[          , genome  6895] predictions:    9759/  10000 (97.59%), best:    9767/10000 (97.67%), error:       813.07959, best error:       805.82831 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 132.1118469238s, input_fired_time: 2.3313741684, output_fired_time: 2.1422834396, propagate_forward_time: 48.9661941528, propagate_backward_time: 74.7677383423, weight_update_time: 0.1695509553, other_time: 3.9042587280
epoch time: 11.0585489273s, input_fired_time: 0.2939909995, output_fired_time: 0.0000000000, propagate_forward_time: 10.0681533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964044571
validation[          , genome  6895] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       834.53314, best error:       805.82831 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.2339477539s, input_fired_time: 2.3593423367, output_fired_time: 2.2014737129, propagate_forward_time: 49.7253684998, propagate_backward_time: 76.0137100220, weight_update_time: 0.1688275635, other_time: 3.9340438843
epoch time: 11.0667791367s, input_fired_time: 0.3024240434, output_fired_time: 0.0000000000, propagate_forward_time: 10.0453653336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7189893723
validation[          , genome  6895] predictions:    9723/  10000 (97.23%), best:    9767/10000 (97.67%), error:       929.96057, best error:       805.82831 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 132.4146881104s, input_fired_time: 2.3447146416, output_fired_time: 2.1650576591, propagate_forward_time: 49.1576271057, propagate_backward_time: 74.8673324585, weight_update_time: 0.1706806421, other_time: 3.8799667358
epoch time: 10.6908960342s, input_fired_time: 0.2934467793, output_fired_time: 0.0000000000, propagate_forward_time: 9.7172183990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802310944
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       871.13867, best error:       805.82831 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 133.9691772461s, input_fired_time: 2.3645856380, output_fired_time: 2.1867382526, propagate_forward_time: 49.7290916443, propagate_backward_time: 75.8339767456, weight_update_time: 0.1706458926, other_time: 3.8547897339
epoch time: 10.9821357727s, input_fired_time: 0.2957797647, output_fired_time: 0.0000000000, propagate_forward_time: 10.0016355515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847200394
validation[          , genome  6895] predictions:    9681/  10000 (96.81%), best:    9767/10000 (97.67%), error:      1014.98413, best error:       805.82831 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 132.9594726563s, input_fired_time: 2.3439352512, output_fired_time: 2.1672723293, propagate_forward_time: 49.3085479736, propagate_backward_time: 75.2983169556, weight_update_time: 0.1692925096, other_time: 3.8414077759
epoch time: 10.8605985641s, input_fired_time: 0.2984722555, output_fired_time: 0.0000000000, propagate_forward_time: 9.8872022629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749238968
validation[          , genome  6895] predictions:    9631/  10000 (96.31%), best:    9767/10000 (97.67%), error:      1337.29480, best error:       805.82831 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 134.4624633789s, input_fired_time: 2.3848850727, output_fired_time: 2.1920022964, propagate_forward_time: 49.8233222961, propagate_backward_time: 76.1361312866, weight_update_time: 0.1701792777, other_time: 3.9261245728
epoch time: 11.0525474548s, input_fired_time: 0.2987473309, output_fired_time: 0.0000000000, propagate_forward_time: 10.0595779419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6942224503
validation[          , genome  6895] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       933.17529, best error:       805.82831 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.6959533691s, input_fired_time: 2.3408715725, output_fired_time: 2.1505124569, propagate_forward_time: 49.2265930176, propagate_backward_time: 75.0912933350, weight_update_time: 0.1692403257, other_time: 3.8866882324
epoch time: 10.4268217087s, input_fired_time: 0.2906855643, output_fired_time: 0.0000000000, propagate_forward_time: 9.4565706253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795654297
validation[          , genome  6895] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       804.46558, best error:       804.46558 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 132.5091400146s, input_fired_time: 2.3395969868, output_fired_time: 2.1487812996, propagate_forward_time: 49.1136207581, propagate_backward_time: 74.9755630493, weight_update_time: 0.1723455638, other_time: 3.9315719604
epoch time: 10.8601379395s, input_fired_time: 0.2935253978, output_fired_time: 0.0000000000, propagate_forward_time: 9.8851375580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814746857
validation[          , genome  6895] predictions:    9755/  10000 (97.55%), best:    9778/10000 (97.78%), error:       851.78064, best error:       804.46558 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 133.0842895508s, input_fired_time: 2.3324296474, output_fired_time: 2.1607446671, propagate_forward_time: 49.4128570557, propagate_backward_time: 75.2801971436, weight_update_time: 0.1696290076, other_time: 3.8980560303
epoch time: 11.0707473755s, input_fired_time: 0.3124541044, output_fired_time: 0.0000000000, propagate_forward_time: 10.0644273758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938657761
validation[          , genome  6895] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       913.32477, best error:       804.46558 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 133.9563598633s, input_fired_time: 2.3429737091, output_fired_time: 2.1613223553, propagate_forward_time: 49.9144363403, propagate_backward_time: 75.6263656616, weight_update_time: 0.1692756265, other_time: 3.9112701416
epoch time: 11.1251468658s, input_fired_time: 0.3153338134, output_fired_time: 0.0000000000, propagate_forward_time: 10.0830955505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267179489
validation[          , genome  6895] predictions:    9714/  10000 (97.14%), best:    9778/10000 (97.78%), error:       967.08667, best error:       804.46558 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.9927062988s, input_fired_time: 2.3236141205, output_fired_time: 2.1718595028, propagate_forward_time: 49.7292022705, propagate_backward_time: 75.8937301636, weight_update_time: 0.1783099174, other_time: 3.8743057251
epoch time: 10.7892236710s, input_fired_time: 0.2968013287, output_fired_time: 0.0000000000, propagate_forward_time: 9.7949647903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974573135
validation[          , genome  6895] predictions:    9691/  10000 (96.91%), best:    9778/10000 (97.78%), error:      1025.86780, best error:       804.46558 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.2564392090s, input_fired_time: 2.3499476910, output_fired_time: 2.1895575523, propagate_forward_time: 49.3624229431, propagate_backward_time: 75.4471740723, weight_update_time: 0.1756389439, other_time: 3.9073333740
epoch time: 10.8953132629s, input_fired_time: 0.3082840145, output_fired_time: 0.0000000000, propagate_forward_time: 9.8873271942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997022629
validation[          , genome  6895] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:       937.68414, best error:       804.46558 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.1420135498s, input_fired_time: 2.3728139400, output_fired_time: 2.1607944965, propagate_forward_time: 49.3521270752, propagate_backward_time: 75.3488693237, weight_update_time: 0.1700857878, other_time: 3.9074020386
epoch time: 10.7140350342s, input_fired_time: 0.2987570763, output_fired_time: 0.0000000000, propagate_forward_time: 9.7217483521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6935291290
validation[          , genome  6895] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       901.98480, best error:       804.46558 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.8810119629s, input_fired_time: 2.3603842258, output_fired_time: 2.1731505394, propagate_forward_time: 49.2806091309, propagate_backward_time: 75.1969757080, weight_update_time: 0.1758871078, other_time: 3.8698883057
epoch time: 10.9518508911s, input_fired_time: 0.2941158712, output_fired_time: 0.0000000000, propagate_forward_time: 9.9271240234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7306108475
validation[          , genome  6895] predictions:    9720/  10000 (97.20%), best:    9778/10000 (97.78%), error:       914.29425, best error:       804.46558 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.1063079834s, input_fired_time: 2.3564124107, output_fired_time: 2.1735806465, propagate_forward_time: 49.6549911499, propagate_backward_time: 75.9314422607, weight_update_time: 0.1765443683, other_time: 3.9898757935
epoch time: 10.7718153000s, input_fired_time: 0.2936410308, output_fired_time: 0.0000000000, propagate_forward_time: 9.7858791351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922950745
validation[          , genome  6895] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       889.89545, best error:       804.46558 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 133.0016174316s, input_fired_time: 2.3476912975, output_fired_time: 2.1516485214, propagate_forward_time: 49.3242225647, propagate_backward_time: 75.2985534668, weight_update_time: 0.1783722937, other_time: 3.8795166016
epoch time: 10.9241046906s, input_fired_time: 0.2918202579, output_fired_time: 0.0000000000, propagate_forward_time: 9.9488573074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6834268570
validation[          , genome  6895] predictions:    9695/  10000 (96.95%), best:    9778/10000 (97.78%), error:       986.26221, best error:       804.46558 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 132.1403961182s, input_fired_time: 2.3441405296, output_fired_time: 2.1417758465, propagate_forward_time: 48.9522705078, propagate_backward_time: 74.8028182983, weight_update_time: 0.1708305329, other_time: 3.8993835449
epoch time: 11.0482339859s, input_fired_time: 0.2984549999, output_fired_time: 0.0000000000, propagate_forward_time: 10.0596637726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901149750
validation[          , genome  6895] predictions:    9721/  10000 (97.21%), best:    9778/10000 (97.78%), error:       962.76984, best error:       804.46558 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.4043731689s, input_fired_time: 2.3364136219, output_fired_time: 2.1466417313, propagate_forward_time: 48.9895477295, propagate_backward_time: 75.0397720337, weight_update_time: 0.1723468900, other_time: 3.8919982910
epoch time: 10.8852682114s, input_fired_time: 0.2973429561, output_fired_time: 0.0000000000, propagate_forward_time: 9.8910017014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969232559
validation[          , genome  6895] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       867.42120, best error:       804.46558 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.4839782715s, input_fired_time: 2.3603181839, output_fired_time: 2.1609206200, propagate_forward_time: 49.3997192383, propagate_backward_time: 75.6283035278, weight_update_time: 0.1701539755, other_time: 3.9347152710
epoch time: 10.7792863846s, input_fired_time: 0.3018617034, output_fired_time: 0.0000000000, propagate_forward_time: 9.7801914215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6972332001
validation[          , genome  6895] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       921.52643, best error:       804.46558 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 132.5364379883s, input_fired_time: 2.3331258297, output_fired_time: 2.1352150440, propagate_forward_time: 49.2031631470, propagate_backward_time: 74.9984664917, weight_update_time: 0.1700213253, other_time: 3.8664703369
epoch time: 10.8158740997s, input_fired_time: 0.2917122841, output_fired_time: 0.0000000000, propagate_forward_time: 9.8388051987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853570938
validation[          , genome  6895] predictions:    9711/  10000 (97.11%), best:    9778/10000 (97.78%), error:       931.13513, best error:       804.46558 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 132.0203247070s, input_fired_time: 2.3310306072, output_fired_time: 2.1436913013, propagate_forward_time: 48.9158744812, propagate_backward_time: 74.7558517456, weight_update_time: 0.1699981540, other_time: 3.8738784790
epoch time: 10.8019781113s, input_fired_time: 0.2994617820, output_fired_time: 0.0000000000, propagate_forward_time: 9.8090801239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934366226
validation[          , genome  6895] predictions:    9723/  10000 (97.23%), best:    9778/10000 (97.78%), error:       931.82355, best error:       804.46558 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 132.5617523193s, input_fired_time: 2.3417723179, output_fired_time: 2.1575756073, propagate_forward_time: 49.1900634766, propagate_backward_time: 75.0160598755, weight_update_time: 0.1696536839, other_time: 3.8562850952
epoch time: 10.7178001404s, input_fired_time: 0.2970710695, output_fired_time: 0.0000000000, propagate_forward_time: 9.7249078751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6958208084
validation[          , genome  6895] predictions:    9739/  10000 (97.39%), best:    9778/10000 (97.78%), error:       872.61035, best error:       804.46558 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 132.8590393066s, input_fired_time: 2.3435716629, output_fired_time: 2.1589863300, propagate_forward_time: 49.2865180969, propagate_backward_time: 75.1455459595, weight_update_time: 0.1734046489, other_time: 3.9244308472
epoch time: 10.8293056488s, input_fired_time: 0.2943095565, output_fired_time: 0.0000000000, propagate_forward_time: 9.8363895416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6986064911
validation[          , genome  6895] predictions:    9716/  10000 (97.16%), best:    9778/10000 (97.78%), error:       905.89716, best error:       804.46558 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 132.7284240723s, input_fired_time: 2.3348174095, output_fired_time: 2.1536190510, propagate_forward_time: 49.1324844360, propagate_backward_time: 75.2290496826, weight_update_time: 0.1756384373, other_time: 3.8784408569
epoch time: 10.9000616074s, input_fired_time: 0.2959995270, output_fired_time: 0.0000000000, propagate_forward_time: 9.9148464203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6892156601
validation[          , genome  6895] predictions:    9712/  10000 (97.12%), best:    9778/10000 (97.78%), error:       914.24524, best error:       804.46558 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 132.7723083496s, input_fired_time: 2.3455133438, output_fired_time: 2.1546745300, propagate_forward_time: 49.2741355896, propagate_backward_time: 75.1314849854, weight_update_time: 0.1705276221, other_time: 3.8664855957
epoch time: 10.8981056213s, input_fired_time: 0.2977467477, output_fired_time: 0.0000000000, propagate_forward_time: 9.8961830139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041759491
validation[          , genome  6895] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       910.33710, best error:       804.46558 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 131.9119873047s, input_fired_time: 2.3455429077, output_fired_time: 2.1594262123, propagate_forward_time: 48.8696136475, propagate_backward_time: 74.5877685547, weight_update_time: 0.1699061245, other_time: 3.9496307373
epoch time: 10.8741598129s, input_fired_time: 0.3021014631, output_fired_time: 0.0000000000, propagate_forward_time: 9.8777046204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6943540573
validation[          , genome  6895] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       958.97113, best error:       804.46558 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 132.7384033203s, input_fired_time: 2.3892073631, output_fired_time: 2.1695094109, propagate_forward_time: 49.2304687500, propagate_backward_time: 74.9927902222, weight_update_time: 0.1725202203, other_time: 3.9564285278
epoch time: 10.8280076981s, input_fired_time: 0.3043424189, output_fired_time: 0.0000000000, propagate_forward_time: 9.8160371780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076282501
validation[          , genome  6895] predictions:    9718/  10000 (97.18%), best:    9778/10000 (97.78%), error:       979.55945, best error:       804.46558 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.3447418213s, input_fired_time: 2.3647480011, output_fired_time: 2.1220924854, propagate_forward_time: 48.6136703491, propagate_backward_time: 74.2110290527, weight_update_time: 0.1717888266, other_time: 4.0332031250
epoch time: 10.8956632614s, input_fired_time: 0.2947300375, output_fired_time: 0.0000000000, propagate_forward_time: 9.9171819687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837511063
validation[          , genome  6895] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       896.75159, best error:       804.46558 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.5113372803s, input_fired_time: 2.3514068127, output_fired_time: 2.1691644192, propagate_forward_time: 49.6093788147, propagate_backward_time: 75.5285491943, weight_update_time: 0.1740535349, other_time: 3.8528442383
epoch time: 10.8661327362s, input_fired_time: 0.3112165928, output_fired_time: 0.0000000000, propagate_forward_time: 9.8675432205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873731613
validation[          , genome  6895] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       873.02252, best error:       804.46558 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 133.1675872803s, input_fired_time: 2.3567314148, output_fired_time: 2.1403272152, propagate_forward_time: 49.3655853271, propagate_backward_time: 75.4394760132, weight_update_time: 0.1694727242, other_time: 3.8654708862
epoch time: 10.7804727554s, input_fired_time: 0.2970627546, output_fired_time: 0.0000000000, propagate_forward_time: 9.7906379700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927719116
validation[          , genome  6895] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       853.62286, best error:       804.46558 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 133.7528991699s, input_fired_time: 2.3723516464, output_fired_time: 2.1711831093, propagate_forward_time: 49.6017608643, propagate_backward_time: 75.6451110840, weight_update_time: 0.1755977869, other_time: 3.9624938965
epoch time: 11.3254632950s, input_fired_time: 0.3109528124, output_fired_time: 0.0000000000, propagate_forward_time: 10.2748966217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7396135330
validation[          , genome  6895] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       900.32507, best error:       804.46558 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 132.3395385742s, input_fired_time: 2.3592512608, output_fired_time: 2.1453297138, propagate_forward_time: 49.0647010803, propagate_backward_time: 74.8442611694, weight_update_time: 0.1709007025, other_time: 3.9259872437
epoch time: 10.8037147522s, input_fired_time: 0.2962788641, output_fired_time: 0.0000000000, propagate_forward_time: 9.8096332550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978025436
validation[          , genome  6895] predictions:    9681/  10000 (96.81%), best:    9778/10000 (97.78%), error:      1098.95789, best error:       804.46558 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.3675689697s, input_fired_time: 2.3708693981, output_fired_time: 2.1773283482, propagate_forward_time: 49.4383354187, propagate_backward_time: 75.4770584106, weight_update_time: 0.1807141602, other_time: 3.9039840698
epoch time: 10.8894186020s, input_fired_time: 0.2949980199, output_fired_time: 0.0000000000, propagate_forward_time: 9.8946428299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997776031
validation[          , genome  6895] predictions:    9685/  10000 (96.85%), best:    9778/10000 (97.78%), error:      1067.21838, best error:       804.46558 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.9201812744s, input_fired_time: 2.3582801819, output_fired_time: 2.1379919052, propagate_forward_time: 49.2302055359, propagate_backward_time: 75.2819747925, weight_update_time: 0.1696827114, other_time: 3.9117355347
epoch time: 10.9792490005s, input_fired_time: 0.3128259778, output_fired_time: 0.0000000000, propagate_forward_time: 9.9797639847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866588593
validation[          , genome  6895] predictions:    9740/  10000 (97.40%), best:    9778/10000 (97.78%), error:       904.89233, best error:       804.46558 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 133.5675659180s, input_fired_time: 2.3447899818, output_fired_time: 2.1631433964, propagate_forward_time: 49.5002632141, propagate_backward_time: 75.6558303833, weight_update_time: 0.1728769541, other_time: 3.9035415649
epoch time: 11.1664390564s, input_fired_time: 0.2997063100, output_fired_time: 0.0000000000, propagate_forward_time: 10.1170110703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497215271
validation[          , genome  6895] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       903.75281, best error:       804.46558 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 132.2532806396s, input_fired_time: 2.3737113476, output_fired_time: 2.1392693520, propagate_forward_time: 48.9491958618, propagate_backward_time: 74.8134994507, weight_update_time: 0.1721130461, other_time: 3.9776000977
epoch time: 10.8956594467s, input_fired_time: 0.2953796685, output_fired_time: 0.0000000000, propagate_forward_time: 9.9232492447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770305634
validation[          , genome  6895] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       890.82013, best error:       804.46558 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 132.5758361816s, input_fired_time: 2.3527865410, output_fired_time: 2.1665341854, propagate_forward_time: 49.0035209656, propagate_backward_time: 75.0871200562, weight_update_time: 0.1719038785, other_time: 3.9658737183
epoch time: 10.8587579727s, input_fired_time: 0.3045902252, output_fired_time: 0.0000000000, propagate_forward_time: 9.8561544418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980133057
validation[          , genome  6895] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       835.98706, best error:       804.46558 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 133.2389678955s, input_fired_time: 2.3501322269, output_fired_time: 2.1717650890, propagate_forward_time: 49.3909797668, propagate_backward_time: 75.4825592041, weight_update_time: 0.1682395041, other_time: 3.8435363770
epoch time: 10.8595123291s, input_fired_time: 0.2997193635, output_fired_time: 0.0000000000, propagate_forward_time: 9.8625984192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971940994
validation[          , genome  6895] predictions:    9742/  10000 (97.42%), best:    9778/10000 (97.78%), error:       882.86658, best error:       804.46558 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 132.8485565186s, input_fired_time: 2.3674068451, output_fired_time: 2.1566429138, propagate_forward_time: 49.3189697266, propagate_backward_time: 75.0972442627, weight_update_time: 0.1710063517, other_time: 3.9082946777
epoch time: 11.1984806061s, input_fired_time: 0.2992011011, output_fired_time: 0.0000000000, propagate_forward_time: 10.1508636475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484159470
validation[          , genome  6895] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       885.49567, best error:       804.46558 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 133.6243591309s, input_fired_time: 2.3715434074, output_fired_time: 2.1755461693, propagate_forward_time: 49.5194206238, propagate_backward_time: 75.6131134033, weight_update_time: 0.1706923097, other_time: 3.9447326660
epoch time: 10.7832927704s, input_fired_time: 0.3070126176, output_fired_time: 0.0000000000, propagate_forward_time: 9.7804756165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6958045959
validation[          , genome  6895] predictions:    9758/  10000 (97.58%), best:    9778/10000 (97.78%), error:       835.25275, best error:       804.46558 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 133.4972686768s, input_fired_time: 2.3684556484, output_fired_time: 2.1792488098, propagate_forward_time: 49.4757347107, propagate_backward_time: 75.5949325562, weight_update_time: 0.1691957116, other_time: 3.8788986206
epoch time: 10.9241628647s, input_fired_time: 0.2987297773, output_fired_time: 0.0000000000, propagate_forward_time: 9.9246101379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008228302
validation[          , genome  6895] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       884.92377, best error:       804.46558 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 132.0576782227s, input_fired_time: 2.3371169567, output_fired_time: 2.1265156269, propagate_forward_time: 49.0269203186, propagate_backward_time: 74.7969589233, weight_update_time: 0.1716584414, other_time: 3.7701644897
epoch time: 10.7813634872s, input_fired_time: 0.2960006893, output_fired_time: 0.0000000000, propagate_forward_time: 9.7852659225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000970840
validation[          , genome  6895] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       895.78180, best error:       804.46558 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 132.5140686035s, input_fired_time: 2.3674397469, output_fired_time: 2.1687428951, propagate_forward_time: 49.1324653625, propagate_backward_time: 74.9242858887, weight_update_time: 0.1732909828, other_time: 3.9211273193
epoch time: 11.2082424164s, input_fired_time: 0.3083877563, output_fired_time: 0.0000000000, propagate_forward_time: 10.1563806534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7434740067
validation[          , genome  6895] predictions:    9708/  10000 (97.08%), best:    9778/10000 (97.78%), error:       981.44611, best error:       804.46558 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.8869476318s, input_fired_time: 2.3563868999, output_fired_time: 2.1256382465, propagate_forward_time: 48.8428955078, propagate_backward_time: 74.6197280884, weight_update_time: 0.1719515175, other_time: 3.9422988892
epoch time: 10.7847919464s, input_fired_time: 0.3005760312, output_fired_time: 0.0000000000, propagate_forward_time: 9.8007030487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835126877
validation[          , genome  6895] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       852.30396, best error:       804.46558 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 133.0471801758s, input_fired_time: 2.3507752419, output_fired_time: 2.1637728214, propagate_forward_time: 49.3338928223, propagate_backward_time: 75.2818832397, weight_update_time: 0.1708130091, other_time: 3.9168624878
epoch time: 10.8722734451s, input_fired_time: 0.2973648012, output_fired_time: 0.0000000000, propagate_forward_time: 9.8863382339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6885700226
validation[          , genome  6895] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       852.68768, best error:       804.46558 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 133.5692138672s, input_fired_time: 2.3737142086, output_fired_time: 2.1814460754, propagate_forward_time: 49.5430984497, propagate_backward_time: 75.5473632813, weight_update_time: 0.1723838598, other_time: 3.9235916138
epoch time: 10.8517885208s, input_fired_time: 0.2956733108, output_fired_time: 0.0000000000, propagate_forward_time: 9.8676719666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6884431839
validation[          , genome  6895] predictions:    9747/  10000 (97.47%), best:    9778/10000 (97.78%), error:       899.65289, best error:       804.46558 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.2380065918s, input_fired_time: 2.3406608105, output_fired_time: 2.1603209972, propagate_forward_time: 49.4262771606, propagate_backward_time: 75.4733276367, weight_update_time: 0.1676237434, other_time: 3.8374099731
epoch time: 10.5843687057s, input_fired_time: 0.3039183021, output_fired_time: 0.0000000000, propagate_forward_time: 9.5892724991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911783218
validation[          , genome  6895] predictions:    9744/  10000 (97.44%), best:    9778/10000 (97.78%), error:       871.93903, best error:       804.46558 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 132.8898315430s, input_fired_time: 2.3771252632, output_fired_time: 2.1846811771, propagate_forward_time: 49.2854728699, propagate_backward_time: 75.1065292358, weight_update_time: 0.1740364432, other_time: 3.9360275269
epoch time: 10.7613668442s, input_fired_time: 0.2891018391, output_fired_time: 0.0000000000, propagate_forward_time: 9.7756319046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6966333389
validation[          , genome  6895] predictions:    9284/  10000 (92.84%), best:    9778/10000 (97.78%), error:      2330.32373, best error:       804.46558 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

resetting weights to those on epoch: 53
epoch time: 133.3327178955s, input_fired_time: 2.3314700127, output_fired_time: 2.1371233463, propagate_forward_time: 49.4366989136, propagate_backward_time: 75.5079269409, weight_update_time: 0.1707795411, other_time: 3.9194946289
epoch time: 10.9957780838s, input_fired_time: 0.3168743551, output_fired_time: 0.0000000000, propagate_forward_time: 9.9815244675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973791122
validation[          , genome  6895] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       693.65979, best error:       693.65979 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 133.0485839844s, input_fired_time: 2.3183474541, output_fired_time: 2.1510291100, propagate_forward_time: 49.3601150513, propagate_backward_time: 75.3960571289, weight_update_time: 0.1676867157, other_time: 3.8230361938
epoch time: 10.8165426254s, input_fired_time: 0.2956687510, output_fired_time: 0.0000000000, propagate_forward_time: 9.8285503387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923236847
validation[          , genome  6895] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       692.67365, best error:       692.67365 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 132.9654998779s, input_fired_time: 2.3364398479, output_fired_time: 2.1844327450, propagate_forward_time: 49.3119087219, propagate_backward_time: 75.2538909912, weight_update_time: 0.1687087417, other_time: 3.8788299561
epoch time: 10.8120517731s, input_fired_time: 0.2921238840, output_fired_time: 0.0000000000, propagate_forward_time: 9.8238334656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960945129
validation[          , genome  6895] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       712.88177, best error:       692.67365 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 132.1304779053s, input_fired_time: 2.3664886951, output_fired_time: 2.1241748333, propagate_forward_time: 48.8867721558, propagate_backward_time: 74.7416229248, weight_update_time: 0.1709401757, other_time: 4.0114212036
epoch time: 10.8544597626s, input_fired_time: 0.3054302633, output_fired_time: 0.0000000000, propagate_forward_time: 9.8628578186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6861715317
validation[          , genome  6895] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       706.27106, best error:       692.67365 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 132.2533721924s, input_fired_time: 2.3504045010, output_fired_time: 2.1481816769, propagate_forward_time: 49.0399856567, propagate_backward_time: 74.8237457275, weight_update_time: 0.1693843901, other_time: 3.8910598755
epoch time: 10.8780145645s, input_fired_time: 0.3010760248, output_fired_time: 0.0000000000, propagate_forward_time: 9.8909797668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859588623
validation[          , genome  6895] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       731.85693, best error:       692.67365 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 133.2764434814s, input_fired_time: 2.3452374935, output_fired_time: 2.1552035809, propagate_forward_time: 49.4279556274, propagate_backward_time: 75.4846649170, weight_update_time: 0.1735041887, other_time: 3.8633956909
epoch time: 10.8250169754s, input_fired_time: 0.2954362929, output_fired_time: 0.0000000000, propagate_forward_time: 9.8390140533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905670166
validation[          , genome  6895] predictions:    9791/  10000 (97.91%), best:    9794/10000 (97.94%), error:       710.68146, best error:       692.67365 on epoch:    96, 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: 54.2648811340s, input_fired_time: 1.4744905233, output_fired_time: 0.0000000000, propagate_forward_time: 49.2689170837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5214729309
best training[          , genome  6895] predictions:   49741/  50000 (99.48%), best:    9794/10000 (97.94%), error:      1287.86243, best error:       692.67365 on epoch:    96, 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: 10.8272762299s, input_fired_time: 0.2963587344, output_fired_time: 0.0000000000, propagate_forward_time: 9.8427839279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881332397
   testing[          , genome  6895] predictions:    9812/  10000 (98.12%), best:    9794/10000 (97.94%), error:       604.57813, best error:       692.67365 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:14:01 (5692): called boinc_finish(0)

</stderr_txt>
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