Nameexact_genome_1512568488_45_5072_0
Workunit2596599
Created7 Dec 2017, 13:11:01 UTC
Sent7 Dec 2017, 13:11:30 UTC
Report deadline12 Dec 2017, 20:36:54 UTC
Received9 Dec 2017, 6:34:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 54 min 3 sec
CPU time2 hours 49 min 22 sec
Validate stateValid
Credit1,327.33
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.41 MB
Peak swap size152.84 MB
Peak disk usage1.75 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1069132388, output_fired_time: 0.0000000000, propagate_forward_time: 7.2811884880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817285538
validation[          , genome  5072] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1195.41077, best error:      1195.41077 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.8147277832s, input_fired_time: 0.8556509018, output_fired_time: 0.8464395404, propagate_forward_time: 36.3047676086, propagate_backward_time: 52.1345138550, weight_update_time: 0.1653509885, other_time: 2.6733512878
epoch time: 7.4399018288s, input_fired_time: 0.1026448607, output_fired_time: 0.0000000000, propagate_forward_time: 6.8691935539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680633545
validation[          , genome  5072] predictions:    9620/  10000 (96.20%), best:    9658/10000 (96.58%), error:      1246.44751, best error:      1195.41077 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 91.7531280518s, input_fired_time: 0.8555225730, output_fired_time: 0.8434026837, propagate_forward_time: 35.9887504578, propagate_backward_time: 51.3805847168, weight_update_time: 0.1628425419, other_time: 2.6848716736
epoch time: 7.6917977333s, input_fired_time: 0.1073139384, output_fired_time: 0.0000000000, propagate_forward_time: 7.1107163429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737672806
validation[          , genome  5072] predictions:    9660/  10000 (96.60%), best:    9658/10000 (96.58%), error:      1220.13892, best error:      1195.41077 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 92.7205200195s, input_fired_time: 0.8559247255, output_fired_time: 0.8462201953, propagate_forward_time: 36.2223396301, propagate_backward_time: 52.0894012451, weight_update_time: 0.1647531837, other_time: 2.7066307068
epoch time: 7.7567415237s, input_fired_time: 0.1080859005, output_fired_time: 0.0000000000, propagate_forward_time: 7.1657624245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828929901
validation[          , genome  5072] predictions:    9581/  10000 (95.81%), best:    9658/10000 (96.58%), error:      1456.29358, best error:      1195.41077 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 92.4349517822s, input_fired_time: 0.8614758849, output_fired_time: 0.8394814730, propagate_forward_time: 36.1656074524, propagate_backward_time: 51.8640747070, weight_update_time: 0.1672653854, other_time: 2.7043113708
epoch time: 7.8718929291s, input_fired_time: 0.1069350392, output_fired_time: 0.0000000000, propagate_forward_time: 7.2797327042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852252007
validation[          , genome  5072] predictions:    9485/  10000 (94.85%), best:    9658/10000 (96.58%), error:      1707.53284, best error:      1195.41077 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.6964797974s, input_fired_time: 0.8521179557, output_fired_time: 0.8228015900, propagate_forward_time: 35.4904632568, propagate_backward_time: 50.8588943481, weight_update_time: 0.1630788296, other_time: 2.6722030640
epoch time: 7.7561531067s, input_fired_time: 0.1083195433, output_fired_time: 0.0000000000, propagate_forward_time: 7.1581473351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896860123
validation[          , genome  5072] predictions:    9600/  10000 (96.00%), best:    9658/10000 (96.58%), error:      1334.12903, best error:      1195.41077 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 92.4101486206s, input_fired_time: 0.8604286909, output_fired_time: 0.8442392349, propagate_forward_time: 36.1317329407, propagate_backward_time: 51.8868484497, weight_update_time: 0.1647585034, other_time: 2.6869010925
epoch time: 7.9219202995s, input_fired_time: 0.1079416126, output_fired_time: 0.0000000000, propagate_forward_time: 7.3249430656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890356064
validation[          , genome  5072] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1132.92590, best error:      1132.92590 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 90.2681961060s, input_fired_time: 0.8467810750, output_fired_time: 0.8224195242, propagate_forward_time: 35.2926254272, propagate_backward_time: 50.6252212524, weight_update_time: 0.1642016321, other_time: 2.6811523438
epoch time: 7.8784899712s, input_fired_time: 0.1116023511, output_fired_time: 0.0000000000, propagate_forward_time: 7.2868242264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800634384
validation[          , genome  5072] predictions:    9632/  10000 (96.32%), best:    9660/10000 (96.60%), error:      1253.01819, best error:      1132.92590 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.0504760742s, input_fired_time: 0.8590014577, output_fired_time: 0.8468636870, propagate_forward_time: 35.9950599670, propagate_backward_time: 51.6281776428, weight_update_time: 0.1638992280, other_time: 2.7213745117
epoch time: 7.8438668251s, input_fired_time: 0.1080325022, output_fired_time: 0.0000000000, propagate_forward_time: 7.2556214333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802126884
validation[          , genome  5072] predictions:    9628/  10000 (96.28%), best:    9660/10000 (96.60%), error:      1204.89160, best error:      1132.92590 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 93.1501998901s, input_fired_time: 0.8612149954, output_fired_time: 0.8475310206, propagate_forward_time: 36.4801445007, propagate_backward_time: 52.2575950623, weight_update_time: 0.1657895148, other_time: 2.7037124634
epoch time: 7.8972468376s, input_fired_time: 0.1101804674, output_fired_time: 0.0000000000, propagate_forward_time: 7.3023967743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846696854
validation[          , genome  5072] predictions:    9635/  10000 (96.35%), best:    9660/10000 (96.60%), error:      1187.65442, best error:      1132.92590 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.8106994629s, input_fired_time: 0.8573122025, output_fired_time: 0.8364385962, propagate_forward_time: 35.9587669373, propagate_backward_time: 51.4765472412, weight_update_time: 0.1644749641, other_time: 2.6816291809
epoch time: 7.8792171478s, input_fired_time: 0.1085038707, output_fired_time: 0.0000000000, propagate_forward_time: 7.2892079353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815053940
validation[          , genome  5072] predictions:    9474/  10000 (94.74%), best:    9660/10000 (96.60%), error:      1723.83276, best error:      1132.92590 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 92.1646041870s, input_fired_time: 0.8614187837, output_fired_time: 0.8417816162, propagate_forward_time: 36.0783996582, propagate_backward_time: 51.6885261536, weight_update_time: 0.1659101248, other_time: 2.6944770813
epoch time: 7.9697403908s, input_fired_time: 0.1082608104, output_fired_time: 0.0000000000, propagate_forward_time: 7.3695430756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919366837
validation[          , genome  5072] predictions:    9635/  10000 (96.35%), best:    9660/10000 (96.60%), error:      1181.53503, best error:      1132.92590 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.7304916382s, input_fired_time: 0.8627575040, output_fired_time: 0.8385320902, propagate_forward_time: 35.9347648621, propagate_backward_time: 51.4124870300, weight_update_time: 0.1655687988, other_time: 2.6819534302
epoch time: 7.7761864662s, input_fired_time: 0.1079180017, output_fired_time: 0.0000000000, propagate_forward_time: 7.1833310127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849376678
validation[          , genome  5072] predictions:    9567/  10000 (95.67%), best:    9660/10000 (96.60%), error:      1414.29956, best error:      1132.92590 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.1967239380s, input_fired_time: 0.8610958457, output_fired_time: 0.8364619017, propagate_forward_time: 36.0602302551, propagate_backward_time: 51.7530937195, weight_update_time: 0.1659297198, other_time: 2.6858367920
epoch time: 7.8587446213s, input_fired_time: 0.1074118763, output_fired_time: 0.0000000000, propagate_forward_time: 7.2595934868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917392731
validation[          , genome  5072] predictions:    9560/  10000 (95.60%), best:    9660/10000 (96.60%), error:      1499.48755, best error:      1132.92590 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.5239181519s, input_fired_time: 0.8641407490, output_fired_time: 0.8461152315, propagate_forward_time: 36.2320327759, propagate_backward_time: 51.9021034241, weight_update_time: 0.1638693810, other_time: 2.6795234680
epoch time: 7.8742103577s, input_fired_time: 0.1094797403, output_fired_time: 0.0000000000, propagate_forward_time: 7.2783088684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864215851
validation[          , genome  5072] predictions:    9648/  10000 (96.48%), best:    9660/10000 (96.60%), error:      1198.26965, best error:      1132.92590 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 92.1618347168s, input_fired_time: 0.8581607342, output_fired_time: 0.8391782045, propagate_forward_time: 36.0530090332, propagate_backward_time: 51.7235527039, weight_update_time: 0.1639564186, other_time: 2.6879310608
epoch time: 7.9595336914s, input_fired_time: 0.1079772040, output_fired_time: 0.0000000000, propagate_forward_time: 7.3639955521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875607491
validation[          , genome  5072] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1085.86609, best error:      1085.86609 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 91.2000503540s, input_fired_time: 0.8541027308, output_fired_time: 0.8387273550, propagate_forward_time: 35.7097892761, propagate_backward_time: 51.1172180176, weight_update_time: 0.1649369746, other_time: 2.6802101135
epoch time: 7.8586134911s, input_fired_time: 0.1081784442, output_fired_time: 0.0000000000, propagate_forward_time: 7.2644896507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859452248
validation[          , genome  5072] predictions:    9639/  10000 (96.39%), best:    9682/10000 (96.82%), error:      1209.42529, best error:      1085.86609 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.4847869873s, input_fired_time: 0.8649092913, output_fired_time: 0.8464611173, propagate_forward_time: 36.3523941040, propagate_backward_time: 51.7322921753, weight_update_time: 0.1660033017, other_time: 2.6887359619
epoch time: 7.7482275963s, input_fired_time: 0.1081134677, output_fired_time: 0.0000000000, propagate_forward_time: 7.1644392014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756751060
validation[          , genome  5072] predictions:    9631/  10000 (96.31%), best:    9682/10000 (96.82%), error:      1192.99866, best error:      1085.86609 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.5232391357s, input_fired_time: 0.8592701554, output_fired_time: 0.8381499648, propagate_forward_time: 35.7389526367, propagate_backward_time: 51.3990135193, weight_update_time: 0.1650919318, other_time: 2.6878547668
epoch time: 7.7003979683s, input_fired_time: 0.1061301753, output_fired_time: 0.0000000000, propagate_forward_time: 7.1222577095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720101357
validation[          , genome  5072] predictions:    9668/  10000 (96.68%), best:    9682/10000 (96.82%), error:      1164.39734, best error:      1085.86609 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.2584609985s, input_fired_time: 0.8631037474, output_fired_time: 0.8467758894, propagate_forward_time: 36.0732994080, propagate_backward_time: 51.7847518921, weight_update_time: 0.1674420983, other_time: 2.6905250549
epoch time: 7.9239778519s, input_fired_time: 0.1081802323, output_fired_time: 0.0000000000, propagate_forward_time: 7.3405332565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752645493
validation[          , genome  5072] predictions:    9558/  10000 (95.58%), best:    9682/10000 (96.82%), error:      1422.49219, best error:      1085.86609 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.2983474731s, input_fired_time: 0.8655857444, output_fired_time: 0.8456116915, propagate_forward_time: 36.2621688843, propagate_backward_time: 51.6471786499, weight_update_time: 0.1653296649, other_time: 2.6778030396
epoch time: 7.7010149956s, input_fired_time: 0.1080961153, output_fired_time: 0.0000000000, propagate_forward_time: 7.1188445091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740743637
validation[          , genome  5072] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1029.90076, best error:      1029.90076 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.6739501953s, input_fired_time: 0.8650912642, output_fired_time: 0.8454548120, propagate_forward_time: 36.2658843994, propagate_backward_time: 52.0004997253, weight_update_time: 0.1655936837, other_time: 2.6970252991
epoch time: 7.8886733055s, input_fired_time: 0.1093172431, output_fired_time: 0.0000000000, propagate_forward_time: 7.2989478111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804081917
validation[          , genome  5072] predictions:    9568/  10000 (95.68%), best:    9698/10000 (96.98%), error:      1443.60645, best error:      1029.90076 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.3666381836s, input_fired_time: 0.8635331988, output_fired_time: 0.8395832181, propagate_forward_time: 36.1451873779, propagate_backward_time: 51.8245468140, weight_update_time: 0.1646586806, other_time: 2.6937866211
epoch time: 7.9261183739s, input_fired_time: 0.1104177311, output_fired_time: 0.0000000000, propagate_forward_time: 7.3354368210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802637100
validation[          , genome  5072] predictions:    9668/  10000 (96.68%), best:    9698/10000 (96.98%), error:      1113.79138, best error:      1029.90076 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.4135894775s, input_fired_time: 0.8665807247, output_fired_time: 0.8405122757, propagate_forward_time: 36.2306022644, propagate_backward_time: 51.7930984497, weight_update_time: 0.1654516608, other_time: 2.6827964783
epoch time: 7.8982224464s, input_fired_time: 0.1097739637, output_fired_time: 0.0000000000, propagate_forward_time: 7.3063883781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820599556
validation[          , genome  5072] predictions:    9669/  10000 (96.69%), best:    9698/10000 (96.98%), error:      1055.18640, best error:      1029.90076 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.4049301147s, input_fired_time: 0.8680858612, output_fired_time: 0.8416260481, propagate_forward_time: 36.1750793457, propagate_backward_time: 51.8110198975, weight_update_time: 0.1666856408, other_time: 2.7091140747
epoch time: 7.9162759781s, input_fired_time: 0.1100152954, output_fired_time: 0.0000000000, propagate_forward_time: 7.3220949173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841656685
validation[          , genome  5072] predictions:    9650/  10000 (96.50%), best:    9698/10000 (96.98%), error:      1152.12805, best error:      1029.90076 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.4863281250s, input_fired_time: 0.8661291003, output_fired_time: 0.8516924381, propagate_forward_time: 36.1626281738, propagate_backward_time: 51.9181480408, weight_update_time: 0.1644067913, other_time: 2.6877326965
epoch time: 7.4484486580s, input_fired_time: 0.1054259017, output_fired_time: 0.0000000000, propagate_forward_time: 6.8740806580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689421654
validation[          , genome  5072] predictions:    9697/  10000 (96.97%), best:    9698/10000 (96.98%), error:      1046.65723, best error:      1029.90076 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.4320907593s, input_fired_time: 0.8707112074, output_fired_time: 0.8401322365, propagate_forward_time: 36.1313209534, propagate_backward_time: 51.8964767456, weight_update_time: 0.1667876691, other_time: 2.6934471130
epoch time: 8.0842981339s, input_fired_time: 0.1094289646, output_fired_time: 0.0000000000, propagate_forward_time: 7.4907593727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841098785
validation[          , genome  5072] predictions:    9673/  10000 (96.73%), best:    9698/10000 (96.98%), error:      1099.57410, best error:      1029.90076 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.5717391968s, input_fired_time: 0.8634972572, output_fired_time: 0.8390592337, propagate_forward_time: 35.7751579285, propagate_backward_time: 51.4011573792, weight_update_time: 0.1656070948, other_time: 2.6928710938
epoch time: 7.8061032295s, input_fired_time: 0.1095438078, output_fired_time: 0.0000000000, propagate_forward_time: 7.2155332565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810261726
validation[          , genome  5072] predictions:    9619/  10000 (96.19%), best:    9698/10000 (96.98%), error:      1249.69995, best error:      1029.90076 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 92.2968215942s, input_fired_time: 0.8707260489, output_fired_time: 0.8409607410, propagate_forward_time: 36.1690254211, propagate_backward_time: 51.7299728394, weight_update_time: 0.1670227945, other_time: 2.6861381531
epoch time: 7.8648838997s, input_fired_time: 0.1104707047, output_fired_time: 0.0000000000, propagate_forward_time: 7.2758913040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785218239
validation[          , genome  5072] predictions:    9641/  10000 (96.41%), best:    9698/10000 (96.98%), error:      1188.58899, best error:      1029.90076 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.0750961304s, input_fired_time: 0.8651605844, output_fired_time: 0.8419708610, propagate_forward_time: 36.0267143250, propagate_backward_time: 51.6520957947, weight_update_time: 0.1642710567, other_time: 2.6891555786
epoch time: 7.9465417862s, input_fired_time: 0.1113565937, output_fired_time: 0.0000000000, propagate_forward_time: 7.3518719673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833130836
validation[          , genome  5072] predictions:    9682/  10000 (96.82%), best:    9698/10000 (96.98%), error:      1089.97937, best error:      1029.90076 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.1786575317s, input_fired_time: 0.8616168499, output_fired_time: 0.8365839124, propagate_forward_time: 36.0806922913, propagate_backward_time: 51.7014007568, weight_update_time: 0.1667925119, other_time: 2.6983604431
epoch time: 7.9821000099s, input_fired_time: 0.1108829677, output_fired_time: 0.0000000000, propagate_forward_time: 7.3867268562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844903946
validation[          , genome  5072] predictions:    9648/  10000 (96.48%), best:    9698/10000 (96.98%), error:      1162.75000, best error:      1029.90076 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.9417953491s, input_fired_time: 0.8669087291, output_fired_time: 0.8455826044, propagate_forward_time: 35.9682502747, propagate_backward_time: 51.5738754272, weight_update_time: 0.1645711213, other_time: 2.6871833801
epoch time: 8.0369262695s, input_fired_time: 0.1124192923, output_fired_time: 0.0000000000, propagate_forward_time: 7.4370074272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874997139
validation[          , genome  5072] predictions:    9642/  10000 (96.42%), best:    9698/10000 (96.98%), error:      1251.25586, best error:      1029.90076 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.5668334961s, input_fired_time: 0.8672364950, output_fired_time: 0.8490570188, propagate_forward_time: 36.2863273621, propagate_backward_time: 51.8639373779, weight_update_time: 0.1656292975, other_time: 2.7002754211
epoch time: 7.8555965424s, input_fired_time: 0.1103024185, output_fired_time: 0.0000000000, propagate_forward_time: 7.2527499199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925441742
validation[          , genome  5072] predictions:    9543/  10000 (95.43%), best:    9698/10000 (96.98%), error:      1442.20349, best error:      1029.90076 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.9326324463s, input_fired_time: 0.8673662543, output_fired_time: 0.8408338428, propagate_forward_time: 36.0032882690, propagate_backward_time: 51.5219535828, weight_update_time: 0.1675359607, other_time: 2.6991920471
epoch time: 7.6126618385s, input_fired_time: 0.1046272218, output_fired_time: 0.0000000000, propagate_forward_time: 7.0325603485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754743576
validation[          , genome  5072] predictions:    9452/  10000 (94.52%), best:    9698/10000 (96.98%), error:      1874.03479, best error:      1029.90076 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 92.0014801025s, input_fired_time: 0.8663933277, output_fired_time: 0.8435776234, propagate_forward_time: 36.0023193359, propagate_backward_time: 51.5986595154, weight_update_time: 0.1655553728, other_time: 2.6905326843
epoch time: 7.9556331635s, input_fired_time: 0.1099475846, output_fired_time: 0.0000000000, propagate_forward_time: 7.3573017120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883837700
validation[          , genome  5072] predictions:    9663/  10000 (96.63%), best:    9698/10000 (96.98%), error:      1128.98047, best error:      1029.90076 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.4310302734s, input_fired_time: 0.8722910285, output_fired_time: 0.8443022966, propagate_forward_time: 36.2250175476, propagate_backward_time: 51.7816658020, weight_update_time: 0.1649396718, other_time: 2.7077560425
epoch time: 7.7635807991s, input_fired_time: 0.1094517112, output_fired_time: 0.0000000000, propagate_forward_time: 7.1734876633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806413651
validation[          , genome  5072] predictions:    9649/  10000 (96.49%), best:    9698/10000 (96.98%), error:      1168.75415, best error:      1029.90076 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 92.5972824097s, input_fired_time: 0.8689108491, output_fired_time: 0.8442267179, propagate_forward_time: 36.3568000793, propagate_backward_time: 51.8431472778, weight_update_time: 0.1654137522, other_time: 2.6842002869
epoch time: 7.6941242218s, input_fired_time: 0.1093163192, output_fired_time: 0.0000000000, propagate_forward_time: 7.1027164459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820914268
validation[          , genome  5072] predictions:    9671/  10000 (96.71%), best:    9698/10000 (96.98%), error:      1083.01416, best error:      1029.90076 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 92.0990753174s, input_fired_time: 0.8692476153, output_fired_time: 0.8442133665, propagate_forward_time: 35.9550018311, propagate_backward_time: 51.7324256897, weight_update_time: 0.1678054035, other_time: 2.6981849670
epoch time: 7.6950187683s, input_fired_time: 0.1092063859, output_fired_time: 0.0000000000, propagate_forward_time: 7.1007013321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851112366
validation[          , genome  5072] predictions:    9680/  10000 (96.80%), best:    9698/10000 (96.98%), error:      1094.88574, best error:      1029.90076 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.7763290405s, input_fired_time: 0.8687686920, output_fired_time: 0.8480655551, propagate_forward_time: 36.2125091553, propagate_backward_time: 52.1569213867, weight_update_time: 0.1658527702, other_time: 2.6900634766
epoch time: 7.7899236679s, input_fired_time: 0.1094793230, output_fired_time: 0.0000000000, propagate_forward_time: 7.2028493881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775948524
validation[          , genome  5072] predictions:    9637/  10000 (96.37%), best:    9698/10000 (96.98%), error:      1190.79822, best error:      1029.90076 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.6727294922s, input_fired_time: 0.8630854487, output_fired_time: 0.8310078979, propagate_forward_time: 35.7762413025, propagate_backward_time: 51.5390548706, weight_update_time: 0.1626959294, other_time: 2.6633415222
epoch time: 7.7217817307s, input_fired_time: 0.1085239276, output_fired_time: 0.0000000000, propagate_forward_time: 7.1359467506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773111343
validation[          , genome  5072] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       995.72070, best error:       995.72070 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.7362365723s, input_fired_time: 0.8684217930, output_fired_time: 0.8454501629, propagate_forward_time: 36.2867774963, propagate_backward_time: 52.0292091370, weight_update_time: 0.1657089740, other_time: 2.7063751221
epoch time: 7.8732652664s, input_fired_time: 0.1097316891, output_fired_time: 0.0000000000, propagate_forward_time: 7.2813863754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821472168
validation[          , genome  5072] predictions:    9677/  10000 (96.77%), best:    9701/10000 (97.01%), error:      1089.30920, best error:       995.72070 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.5344390869s, input_fired_time: 0.8738102913, output_fired_time: 0.8483844995, propagate_forward_time: 36.3214263916, propagate_backward_time: 51.8225898743, weight_update_time: 0.1628081203, other_time: 2.6682319641
epoch time: 7.8978104591s, input_fired_time: 0.1109564304, output_fired_time: 0.0000000000, propagate_forward_time: 7.3029098511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839439392
validation[          , genome  5072] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1012.24341, best error:       995.72070 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.0709762573s, input_fired_time: 0.8785104156, output_fired_time: 0.8494358659, propagate_forward_time: 36.4631690979, propagate_backward_time: 52.1883316040, weight_update_time: 0.1674763858, other_time: 2.6915321350
epoch time: 7.7976636887s, input_fired_time: 0.1103522927, output_fired_time: 0.0000000000, propagate_forward_time: 7.1966795921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906315804
validation[          , genome  5072] predictions:    9654/  10000 (96.54%), best:    9701/10000 (97.01%), error:      1192.77063, best error:       995.72070 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.1217193604s, input_fired_time: 0.8729385138, output_fired_time: 0.8509718776, propagate_forward_time: 35.9578895569, propagate_backward_time: 51.7440910339, weight_update_time: 0.1637822539, other_time: 2.6958236694
epoch time: 7.6359238625s, input_fired_time: 0.1071514189, output_fired_time: 0.0000000000, propagate_forward_time: 7.0588793755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698929787
validation[          , genome  5072] predictions:    9656/  10000 (96.56%), best:    9701/10000 (97.01%), error:      1145.71912, best error:       995.72070 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.4801254272s, input_fired_time: 0.8726527095, output_fired_time: 0.8470547199, propagate_forward_time: 36.1553421021, propagate_backward_time: 51.9293746948, weight_update_time: 0.1649566889, other_time: 2.6757049561
epoch time: 7.7874770164s, input_fired_time: 0.1106345206, output_fired_time: 0.0000000000, propagate_forward_time: 7.1892714500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875712395
validation[          , genome  5072] predictions:    9625/  10000 (96.25%), best:    9701/10000 (97.01%), error:      1256.72314, best error:       995.72070 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 92.9777145386s, input_fired_time: 0.8732441068, output_fired_time: 0.8529379964, propagate_forward_time: 36.3766632080, propagate_backward_time: 52.1949615479, weight_update_time: 0.1652376652, other_time: 2.6799087524
epoch time: 7.8825187683s, input_fired_time: 0.1106950641, output_fired_time: 0.0000000000, propagate_forward_time: 7.2885403633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832835197
validation[          , genome  5072] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1143.40015, best error:       995.72070 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.9453887939s, input_fired_time: 0.8690576553, output_fired_time: 0.8430961370, propagate_forward_time: 35.9688796997, propagate_backward_time: 51.5769309998, weight_update_time: 0.1672635972, other_time: 2.6874275208
epoch time: 7.7416443825s, input_fired_time: 0.1103175879, output_fired_time: 0.0000000000, propagate_forward_time: 7.1541333199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771933556
validation[          , genome  5072] predictions:    9574/  10000 (95.74%), best:    9701/10000 (97.01%), error:      1447.60730, best error:       995.72070 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.2324066162s, input_fired_time: 0.8690757155, output_fired_time: 0.8406667113, propagate_forward_time: 36.2161598206, propagate_backward_time: 51.6153450012, weight_update_time: 0.1654316783, other_time: 2.6911621094
epoch time: 7.7444195747s, input_fired_time: 0.1115592048, output_fired_time: 0.0000000000, propagate_forward_time: 7.1509623528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818978310
validation[          , genome  5072] predictions:    9658/  10000 (96.58%), best:    9701/10000 (97.01%), error:      1119.88757, best error:       995.72070 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.5427780151s, input_fired_time: 0.8748037219, output_fired_time: 0.8394601345, propagate_forward_time: 36.1614189148, propagate_backward_time: 51.9746742249, weight_update_time: 0.1666816473, other_time: 2.6924209595
epoch time: 7.9376401901s, input_fired_time: 0.1107012555, output_fired_time: 0.0000000000, propagate_forward_time: 7.3471736908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797654152
validation[          , genome  5072] predictions:    9576/  10000 (95.76%), best:    9701/10000 (97.01%), error:      1475.54187, best error:       995.72070 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.3583145142s, input_fired_time: 0.8690914512, output_fired_time: 0.8488567472, propagate_forward_time: 36.1211547852, propagate_backward_time: 51.8320693970, weight_update_time: 0.1656221449, other_time: 2.6871414185
epoch time: 7.7145614624s, input_fired_time: 0.1092397943, output_fired_time: 0.0000000000, propagate_forward_time: 7.1253876686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799342155
validation[          , genome  5072] predictions:    9680/  10000 (96.80%), best:    9701/10000 (97.01%), error:      1028.34570, best error:       995.72070 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.1484680176s, input_fired_time: 0.8725359440, output_fired_time: 0.8442205191, propagate_forward_time: 36.0391387939, propagate_backward_time: 51.6903877258, weight_update_time: 0.1658585668, other_time: 2.7021827698
epoch time: 7.8130502701s, input_fired_time: 0.1105664223, output_fired_time: 0.0000000000, propagate_forward_time: 7.2228174210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796662331
validation[          , genome  5072] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1084.70923, best error:       995.72070 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 92.9981231689s, input_fired_time: 0.8757283092, output_fired_time: 0.8502410054, propagate_forward_time: 36.3892669678, propagate_backward_time: 52.1967582703, weight_update_time: 0.1671251059, other_time: 2.6861305237
epoch time: 7.5530972481s, input_fired_time: 0.1108166054, output_fired_time: 0.0000000000, propagate_forward_time: 6.9533004761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889802933
validation[          , genome  5072] predictions:    9570/  10000 (95.70%), best:    9701/10000 (97.01%), error:      1354.78748, best error:       995.72070 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.3117141724s, input_fired_time: 0.8713566661, output_fired_time: 0.8344306350, propagate_forward_time: 35.7308311462, propagate_backward_time: 51.1984443665, weight_update_time: 0.1642884314, other_time: 2.6766586304
epoch time: 7.9556646347s, input_fired_time: 0.1114888489, output_fired_time: 0.0000000000, propagate_forward_time: 7.3649139404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792618752
validation[          , genome  5072] predictions:    9693/  10000 (96.93%), best:    9701/10000 (97.01%), error:      1022.56158, best error:       995.72070 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.5640335083s, input_fired_time: 0.8705834746, output_fired_time: 0.8382971287, propagate_forward_time: 35.8946800232, propagate_backward_time: 51.2562370300, weight_update_time: 0.1669897884, other_time: 2.7042388916
epoch time: 7.9310045242s, input_fired_time: 0.1121160910, output_fired_time: 0.0000000000, propagate_forward_time: 7.3400945663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787940979
validation[          , genome  5072] predictions:    9696/  10000 (96.96%), best:    9701/10000 (97.01%), error:       997.90967, best error:       995.72070 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.7124252319s, input_fired_time: 0.8754804134, output_fired_time: 0.8458967209, propagate_forward_time: 36.2009468079, propagate_backward_time: 52.0739097595, weight_update_time: 0.1674621254, other_time: 2.7161941528
epoch time: 7.8196287155s, input_fired_time: 0.1101203412, output_fired_time: 0.0000000000, propagate_forward_time: 7.2244577408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850506783
validation[          , genome  5072] predictions:    9672/  10000 (96.72%), best:    9701/10000 (97.01%), error:      1092.05872, best error:       995.72070 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 92.4970397949s, input_fired_time: 0.8800188303, output_fired_time: 0.8491301537, propagate_forward_time: 36.3100471497, propagate_backward_time: 51.7654724121, weight_update_time: 0.1656194180, other_time: 2.6923713684
epoch time: 7.8712859154s, input_fired_time: 0.1106647849, output_fired_time: 0.0000000000, propagate_forward_time: 7.2774920464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831290245
validation[          , genome  5072] predictions:    9699/  10000 (96.99%), best:    9701/10000 (97.01%), error:      1056.98596, best error:       995.72070 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.4506072998s, input_fired_time: 0.8739407063, output_fired_time: 0.8437075615, propagate_forward_time: 36.1483383179, propagate_backward_time: 51.8930473328, weight_update_time: 0.1657236069, other_time: 2.6915779114
epoch time: 7.8011498451s, input_fired_time: 0.1108491570, output_fired_time: 0.0000000000, propagate_forward_time: 7.2092933655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810070992
validation[          , genome  5072] predictions:    9696/  10000 (96.96%), best:    9701/10000 (97.01%), error:      1008.49902, best error:       995.72070 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.9254302979s, input_fired_time: 0.8763086796, output_fired_time: 0.8462972045, propagate_forward_time: 36.3175430298, propagate_backward_time: 52.2152748108, weight_update_time: 0.1652303785, other_time: 2.6700019836
epoch time: 7.7759127617s, input_fired_time: 0.1121036038, output_fired_time: 0.0000000000, propagate_forward_time: 7.1872377396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765715599
validation[          , genome  5072] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1103.61414, best error:       995.72070 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.9865188599s, input_fired_time: 0.8747364283, output_fired_time: 0.8424882293, propagate_forward_time: 36.0322456360, propagate_backward_time: 51.5334129333, weight_update_time: 0.1636815518, other_time: 2.7036361694
epoch time: 7.6540756226s, input_fired_time: 0.1100905389, output_fired_time: 0.0000000000, propagate_forward_time: 7.0668215752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771633148
validation[          , genome  5072] predictions:    9668/  10000 (96.68%), best:    9701/10000 (97.01%), error:      1109.83411, best error:       995.72070 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.7703933716s, input_fired_time: 0.8811235428, output_fired_time: 0.8486073017, propagate_forward_time: 36.2965545654, propagate_backward_time: 52.0580596924, weight_update_time: 0.1665251702, other_time: 2.6860427856
epoch time: 7.6460127831s, input_fired_time: 0.1095127016, output_fired_time: 0.0000000000, propagate_forward_time: 7.0582699776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782299995
validation[          , genome  5072] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1066.97961, best error:       995.72070 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.9059829712s, input_fired_time: 0.8797919750, output_fired_time: 0.8517569304, propagate_forward_time: 36.4163551331, propagate_backward_time: 52.0524635315, weight_update_time: 0.1656938344, other_time: 2.7056198120
epoch time: 7.6920495033s, input_fired_time: 0.1095492020, output_fired_time: 0.0000000000, propagate_forward_time: 7.1123461723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701542854
validation[          , genome  5072] predictions:    9676/  10000 (96.76%), best:    9701/10000 (97.01%), error:      1119.03223, best error:       995.72070 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 92.4267501831s, input_fired_time: 0.8744035959, output_fired_time: 0.8409003019, propagate_forward_time: 36.1949348450, propagate_backward_time: 51.8215560913, weight_update_time: 0.1670699269, other_time: 2.6949577332
epoch time: 7.8894829750s, input_fired_time: 0.1130483150, output_fired_time: 0.0000000000, propagate_forward_time: 7.2900257111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864091873
validation[          , genome  5072] predictions:    9687/  10000 (96.87%), best:    9701/10000 (97.01%), error:      1084.16309, best error:       995.72070 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.6862335205s, input_fired_time: 0.8805122375, output_fired_time: 0.8498730659, propagate_forward_time: 36.3380355835, propagate_backward_time: 51.9071960449, weight_update_time: 0.1681040525, other_time: 2.7106170654
epoch time: 7.8537192345s, input_fired_time: 0.1116896197, output_fired_time: 0.0000000000, propagate_forward_time: 7.2657961845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762334824
validation[          , genome  5072] predictions:    9704/  10000 (97.04%), best:    9701/10000 (97.01%), error:      1004.92023, best error:       995.72070 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.9519653320s, input_fired_time: 0.8870769739, output_fired_time: 0.8506221175, propagate_forward_time: 36.5394020081, propagate_backward_time: 51.9882125854, weight_update_time: 0.1657977253, other_time: 2.6866493225
epoch time: 7.9130935669s, input_fired_time: 0.1144413352, output_fired_time: 0.0000000000, propagate_forward_time: 7.3084750175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901771545
validation[          , genome  5072] predictions:    9688/  10000 (96.88%), best:    9701/10000 (97.01%), error:      1042.43066, best error:       995.72070 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.5333557129s, input_fired_time: 0.8814862370, output_fired_time: 0.8500311375, propagate_forward_time: 36.3071403503, propagate_backward_time: 51.7994766235, weight_update_time: 0.1666362286, other_time: 2.6952247620
epoch time: 7.7780151367s, input_fired_time: 0.1112533212, output_fired_time: 0.0000000000, propagate_forward_time: 7.1905927658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761691093
validation[          , genome  5072] predictions:    9698/  10000 (96.98%), best:    9701/10000 (97.01%), error:      1076.32129, best error:       995.72070 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 92.9120330811s, input_fired_time: 0.8878422976, output_fired_time: 0.8486613035, propagate_forward_time: 36.4165420532, propagate_backward_time: 52.0414657593, weight_update_time: 0.1672185808, other_time: 2.7175216675
epoch time: 7.9601054192s, input_fired_time: 0.1152105406, output_fired_time: 0.0000000000, propagate_forward_time: 7.3548097610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900851250
validation[          , genome  5072] predictions:    9644/  10000 (96.44%), best:    9701/10000 (97.01%), error:      1192.01245, best error:       995.72070 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.7015686035s, input_fired_time: 0.8796225190, output_fired_time: 0.8365915418, propagate_forward_time: 35.8413124084, propagate_backward_time: 51.4478530884, weight_update_time: 0.1643890589, other_time: 2.6961860657
epoch time: 7.8132390976s, input_fired_time: 0.1099489629, output_fired_time: 0.0000000000, propagate_forward_time: 7.2232127190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800772667
validation[          , genome  5072] predictions:    9677/  10000 (96.77%), best:    9701/10000 (97.01%), error:      1068.29236, best error:       995.72070 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.7284545898s, input_fired_time: 0.8796309233, output_fired_time: 0.8446577787, propagate_forward_time: 36.4231605530, propagate_backward_time: 51.8968811035, weight_update_time: 0.1661981642, other_time: 2.6841239929
epoch time: 7.7576341629s, input_fired_time: 0.1121370494, output_fired_time: 0.0000000000, propagate_forward_time: 7.1531386375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923586845
validation[          , genome  5072] predictions:    9646/  10000 (96.46%), best:    9701/10000 (97.01%), error:      1178.64441, best error:       995.72070 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.6620559692s, input_fired_time: 0.8793972731, output_fired_time: 0.8499995470, propagate_forward_time: 36.1075630188, propagate_backward_time: 52.1033973694, weight_update_time: 0.1651195139, other_time: 2.7217025757
epoch time: 7.7040882111s, input_fired_time: 0.1088916138, output_fired_time: 0.0000000000, propagate_forward_time: 7.1123013496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828953743
validation[          , genome  5072] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1108.77478, best error:       995.72070 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 91.6748352051s, input_fired_time: 0.8727300763, output_fired_time: 0.8401089311, propagate_forward_time: 35.9373512268, propagate_backward_time: 51.3630142212, weight_update_time: 0.1652228087, other_time: 2.6616325378
epoch time: 7.8658490181s, input_fired_time: 0.1104805022, output_fired_time: 0.0000000000, propagate_forward_time: 7.2763524055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790163040
validation[          , genome  5072] predictions:    9679/  10000 (96.79%), best:    9701/10000 (97.01%), error:      1069.32996, best error:       995.72070 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.7541885376s, input_fired_time: 0.8734025359, output_fired_time: 0.8351221681, propagate_forward_time: 35.8931961060, propagate_backward_time: 51.4605102539, weight_update_time: 0.1659261733, other_time: 2.6919555664
epoch time: 7.8255448341s, input_fired_time: 0.1108148545, output_fired_time: 0.0000000000, propagate_forward_time: 7.2418217659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729080200
validation[          , genome  5072] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1042.38782, best error:       995.72070 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.1271438599s, input_fired_time: 0.8797427416, output_fired_time: 0.8447583318, propagate_forward_time: 36.0328979492, propagate_backward_time: 51.6875343323, weight_update_time: 0.1648440510, other_time: 2.6822090149
epoch time: 7.6801395416s, input_fired_time: 0.1130812839, output_fired_time: 0.0000000000, propagate_forward_time: 7.0832929611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837651253
validation[          , genome  5072] predictions:    9680/  10000 (96.80%), best:    9701/10000 (97.01%), error:      1036.25598, best error:       995.72070 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.8353347778s, input_fired_time: 0.8820874691, output_fired_time: 0.8407341838, propagate_forward_time: 35.9234962463, propagate_backward_time: 51.5031280518, weight_update_time: 0.1641877592, other_time: 2.6858863831
epoch time: 7.8562941551s, input_fired_time: 0.1136577278, output_fired_time: 0.0000000000, propagate_forward_time: 7.2530388832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895973206
validation[          , genome  5072] predictions:    9673/  10000 (96.73%), best:    9701/10000 (97.01%), error:      1109.17322, best error:       995.72070 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.5117950439s, input_fired_time: 0.8806899190, output_fired_time: 0.8434510231, propagate_forward_time: 35.7649536133, propagate_backward_time: 51.3338394165, weight_update_time: 0.1637434512, other_time: 2.6888580322
epoch time: 7.9130306244s, input_fired_time: 0.1122848317, output_fired_time: 0.0000000000, propagate_forward_time: 7.3148736954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858722687
validation[          , genome  5072] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:      1058.45581, best error:       995.72070 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.1882934570s, input_fired_time: 0.8710839748, output_fired_time: 0.8316290975, propagate_forward_time: 35.5542945862, propagate_backward_time: 51.2381019592, weight_update_time: 0.1670250297, other_time: 2.6931838989
epoch time: 7.5747914314s, input_fired_time: 0.1086819917, output_fired_time: 0.0000000000, propagate_forward_time: 6.9928870201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732222557
validation[          , genome  5072] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1074.44824, best error:       995.72070 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.9696807861s, input_fired_time: 0.8879147768, output_fired_time: 0.8505986333, propagate_forward_time: 36.3992652893, propagate_backward_time: 52.1341171265, weight_update_time: 0.1671211720, other_time: 2.6977806091
epoch time: 7.8422660828s, input_fired_time: 0.1126022264, output_fired_time: 0.0000000000, propagate_forward_time: 7.2542867661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753770828
validation[          , genome  5072] predictions:    9675/  10000 (96.75%), best:    9701/10000 (97.01%), error:      1070.01758, best error:       995.72070 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.0589828491s, input_fired_time: 0.8843852282, output_fired_time: 0.8482522964, propagate_forward_time: 36.4362525940, propagate_backward_time: 52.1888771057, weight_update_time: 0.1653519720, other_time: 2.7012176514
epoch time: 7.7353229523s, input_fired_time: 0.1127820835, output_fired_time: 0.0000000000, propagate_forward_time: 7.1343960762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881448746
validation[          , genome  5072] predictions:    9607/  10000 (96.07%), best:    9701/10000 (97.01%), error:      1331.10535, best error:       995.72070 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.6032180786s, input_fired_time: 0.8813449740, output_fired_time: 0.8425635695, propagate_forward_time: 36.2803993225, propagate_backward_time: 51.9030990601, weight_update_time: 0.1671945453, other_time: 2.6958122253
epoch time: 7.6535668373s, input_fired_time: 0.1102205217, output_fired_time: 0.0000000000, propagate_forward_time: 7.0685501099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747962952
validation[          , genome  5072] predictions:    9630/  10000 (96.30%), best:    9701/10000 (97.01%), error:      1210.27783, best error:       995.72070 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.1699676514s, input_fired_time: 0.8906295896, output_fired_time: 0.8445379734, propagate_forward_time: 36.0530624390, propagate_backward_time: 51.6874008179, weight_update_time: 0.1663606763, other_time: 2.6943359375
epoch time: 7.8596215248s, input_fired_time: 0.1123792231, output_fired_time: 0.0000000000, propagate_forward_time: 7.2591881752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880542755
validation[          , genome  5072] predictions:    9680/  10000 (96.80%), best:    9701/10000 (97.01%), error:      1052.28406, best error:       995.72070 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.3190994263s, input_fired_time: 0.8896052241, output_fired_time: 0.8415877819, propagate_forward_time: 36.1210517883, propagate_backward_time: 51.7851104736, weight_update_time: 0.1654196084, other_time: 2.6817436218
epoch time: 7.9540820122s, input_fired_time: 0.1145196557, output_fired_time: 0.0000000000, propagate_forward_time: 7.3450870514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944753647
validation[          , genome  5072] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1076.31812, best error:       995.72070 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.2615127563s, input_fired_time: 0.8844370246, output_fired_time: 0.8383918405, propagate_forward_time: 36.0454559326, propagate_backward_time: 51.8037719727, weight_update_time: 0.1674025506, other_time: 2.6894531250
epoch time: 7.8182034492s, input_fired_time: 0.1156668663, output_fired_time: 0.0000000000, propagate_forward_time: 7.2240929604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784436226
validation[          , genome  5072] predictions:    9665/  10000 (96.65%), best:    9701/10000 (97.01%), error:      1078.46826, best error:       995.72070 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.6847381592s, input_fired_time: 0.8863247633, output_fired_time: 0.8363384008, propagate_forward_time: 35.8675117493, propagate_backward_time: 51.3964767456, weight_update_time: 0.1668161154, other_time: 2.6980857849
epoch time: 7.8171496391s, input_fired_time: 0.1140290275, output_fired_time: 0.0000000000, propagate_forward_time: 7.2285151482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746055603
validation[          , genome  5072] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1094.47839, best error:       995.72070 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.4861526489s, input_fired_time: 0.8863360286, output_fired_time: 0.8363586664, propagate_forward_time: 35.9593124390, propagate_backward_time: 51.1185684204, weight_update_time: 0.1620919108, other_time: 2.6855773926
epoch time: 7.8967599869s, input_fired_time: 0.1133964211, output_fired_time: 0.0000000000, propagate_forward_time: 7.2956404686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877228737
validation[          , genome  5072] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1049.62878, best error:       995.72070 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 92.2136917114s, input_fired_time: 0.8855491877, output_fired_time: 0.8410946131, propagate_forward_time: 36.2261352539, propagate_backward_time: 51.5639877319, weight_update_time: 0.1647353023, other_time: 2.6969223022
epoch time: 7.9377923012s, input_fired_time: 0.1123302281, output_fired_time: 0.0000000000, propagate_forward_time: 7.3451199532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803419113
validation[          , genome  5072] predictions:    9688/  10000 (96.88%), best:    9701/10000 (97.01%), error:      1022.48822, best error:       995.72070 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.8965377808s, input_fired_time: 0.8803089261, output_fired_time: 0.8416936994, propagate_forward_time: 36.0687408447, propagate_backward_time: 51.4059715271, weight_update_time: 0.1675458848, other_time: 2.6998252869
epoch time: 7.7802586555s, input_fired_time: 0.1092246473, output_fired_time: 0.0000000000, propagate_forward_time: 7.1909584999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800753593
validation[          , genome  5072] predictions:    9685/  10000 (96.85%), best:    9701/10000 (97.01%), error:       999.35504, best error:       995.72070 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.0177154541s, input_fired_time: 0.8814460635, output_fired_time: 0.8392221332, propagate_forward_time: 35.9507560730, propagate_backward_time: 51.6413459778, weight_update_time: 0.1671531945, other_time: 2.7049407959
epoch time: 7.8479518890s, input_fired_time: 0.1122011766, output_fired_time: 0.0000000000, propagate_forward_time: 7.2622432709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735074043
validation[          , genome  5072] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1093.40601, best error:       995.72070 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.2532119751s, input_fired_time: 0.8798858523, output_fired_time: 0.8455753922, propagate_forward_time: 36.0888290405, propagate_backward_time: 51.7202911377, weight_update_time: 0.1644868702, other_time: 2.7186355591
epoch time: 7.9295616150s, input_fired_time: 0.1124304011, output_fired_time: 0.0000000000, propagate_forward_time: 7.3379583359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791727066
validation[          , genome  5072] predictions:    9589/  10000 (95.89%), best:    9701/10000 (97.01%), error:      1451.52966, best error:       995.72070 on epoch:    53, 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: 39.1684608459s, input_fired_time: 0.5512372255, output_fired_time: 0.0000000000, propagate_forward_time: 36.1409416199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4762802124
best training[          , genome  5072] predictions:   49255/  50000 (98.51%), best:    9701/10000 (97.01%), error:      2759.22437, best error:       995.72070 on epoch:    53, 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: 7.6223134995s, input_fired_time: 0.1077884659, output_fired_time: 0.0000000000, propagate_forward_time: 7.0332789421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812459946
   testing[          , genome  5072] predictions:    9728/  10000 (97.28%), best:    9701/10000 (97.01%), error:       899.71161, best error:       995.72070 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:33:53 (5652): called boinc_finish(0)

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