Nameexact_genome_1509103842_24_17811_1
Workunit2279420
Created29 Oct 2017, 16:18:48 UTC
Sent29 Oct 2017, 16:45:20 UTC
Report deadline20 Dec 2017, 1:35:18 UTC
Received30 Oct 2017, 18:26:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 days 1 hours 28 min 10 sec
CPU time23 hours 4 min 58 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size172.07 MB
Peak swap size177.02 MB
Peak disk usage6.37 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
2, propagate_forward_time: 277.3127746582, propagate_backward_time: 463.0758666992, weight_update_time: 0.6429848671, other_time: 9.9461975098
epoch time: 59.6121864319s, input_fired_time: 0.9558438659, output_fired_time: 0.0000000000, propagate_forward_time: 57.1661872864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4901542664
validation[          , genome 17811] predictions:    9859/  10000 (98.59%), best:    9856/10000 (98.56%), error:       454.89615, best error:       451.88718 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 734.3135375977s, input_fired_time: 9.3124647141, output_fired_time: 8.0339412689, propagate_forward_time: 269.7833251953, propagate_backward_time: 437.3829650879, weight_update_time: 0.7060214281, other_time: 9.8008728027
epoch time: 54.4592666626s, input_fired_time: 1.0561081171, output_fired_time: 0.0000000000, propagate_forward_time: 51.7867393494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6164207458
validation[          , genome 17811] predictions:    9852/  10000 (98.52%), best:    9856/10000 (98.56%), error:       454.33139, best error:       451.88718 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 709.8500976563s, input_fired_time: 8.9112148285, output_fired_time: 7.8192701340, propagate_forward_time: 260.6911010742, propagate_backward_time: 423.4120483398, weight_update_time: 0.7090198398, other_time: 9.0164794922
epoch time: 55.5847358704s, input_fired_time: 1.0761420727, output_fired_time: 0.0000000000, propagate_forward_time: 52.8894882202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6191062927
validation[          , genome 17811] predictions:    9836/  10000 (98.36%), best:    9856/10000 (98.56%), error:       522.15991, best error:       451.88718 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 748.6715698242s, input_fired_time: 9.2844657898, output_fired_time: 8.0668420792, propagate_forward_time: 278.5846252441, propagate_backward_time: 443.6106567383, weight_update_time: 0.7201715708, other_time: 9.1249694824
epoch time: 78.9140167236s, input_fired_time: 1.3821579218, output_fired_time: 0.0000000000, propagate_forward_time: 75.3781433105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1537170410
validation[          , genome 17811] predictions:    9840/  10000 (98.40%), best:    9856/10000 (98.56%), error:       475.95065, best error:       451.88718 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 881.2119140625s, input_fired_time: 11.2678213120, output_fired_time: 9.5211763382, propagate_forward_time: 335.0881042480, propagate_backward_time: 513.8186645508, weight_update_time: 0.9595367312, other_time: 11.5161743164
epoch time: 56.8568992615s, input_fired_time: 1.0953437090, output_fired_time: 0.0000000000, propagate_forward_time: 54.1223831177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6391716003
validation[          , genome 17811] predictions:    9851/  10000 (98.51%), best:    9856/10000 (98.56%), error:       502.32709, best error:       451.88718 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 750.6507568359s, input_fired_time: 9.2079305649, output_fired_time: 8.2439489365, propagate_forward_time: 276.9804992676, propagate_backward_time: 446.8929443359, weight_update_time: 0.7386044860, other_time: 9.3254089355
epoch time: 58.4318428040s, input_fired_time: 1.1139886379, output_fired_time: 0.0000000000, propagate_forward_time: 55.6280212402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6898345947
validation[          , genome 17811] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       435.67935, best error:       435.67935 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 766.1386718750s, input_fired_time: 9.3702249527, output_fired_time: 8.3846340179, propagate_forward_time: 285.2213439941, propagate_backward_time: 453.7139587402, weight_update_time: 0.7437248826, other_time: 9.4484863281
epoch time: 59.1348304749s, input_fired_time: 1.1247071028, output_fired_time: 0.0000000000, propagate_forward_time: 56.3458900452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6642341614
validation[          , genome 17811] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       431.35770, best error:       431.35770 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 770.3912353516s, input_fired_time: 9.4055614471, output_fired_time: 8.4078655243, propagate_forward_time: 286.8586730957, propagate_backward_time: 456.1069946289, weight_update_time: 0.7499656677, other_time: 9.6121520996
epoch time: 60.1361389160s, input_fired_time: 1.1357305050, output_fired_time: 0.0000000000, propagate_forward_time: 57.2765617371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7238464355
validation[          , genome 17811] predictions:    9809/  10000 (98.09%), best:    9860/10000 (98.60%), error:       593.39966, best error:       431.35770 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 869.8837280273s, input_fired_time: 10.2519712448, output_fired_time: 9.9887294769, propagate_forward_time: 325.0603637695, propagate_backward_time: 514.2088623047, weight_update_time: 0.9765471816, other_time: 10.3738403320
epoch time: 86.7357711792s, input_fired_time: 1.6736636162, output_fired_time: 0.0000000000, propagate_forward_time: 82.5987777710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4633331299
validation[          , genome 17811] predictions:    9863/  10000 (98.63%), best:    9860/10000 (98.60%), error:       458.69431, best error:       431.35770 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1124.7126464844s, input_fired_time: 14.2340450287, output_fired_time: 10.9262914658, propagate_forward_time: 423.2281188965, propagate_backward_time: 663.8925781250, weight_update_time: 1.2759441137, other_time: 12.4316406250
epoch time: 95.4803695679s, input_fired_time: 1.6033221483, output_fired_time: 0.0000000000, propagate_forward_time: 91.8394927979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0375518799
validation[          , genome 17811] predictions:    9841/  10000 (98.41%), best:    9860/10000 (98.60%), error:       486.55710, best error:       431.35770 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 967.2120361328s, input_fired_time: 11.4784793854, output_fired_time: 10.4349136353, propagate_forward_time: 362.6777038574, propagate_backward_time: 570.8228149414, weight_update_time: 0.8832220435, other_time: 11.7981567383
epoch time: 60.1248626709s, input_fired_time: 1.1359584332, output_fired_time: 0.0000000000, propagate_forward_time: 57.2904930115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6984100342
validation[          , genome 17811] predictions:    9857/  10000 (98.57%), best:    9860/10000 (98.60%), error:       432.25235, best error:       431.35770 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 774.6809082031s, input_fired_time: 9.4332695007, output_fired_time: 8.5083112717, propagate_forward_time: 289.1380310059, propagate_backward_time: 458.1566772461, weight_update_time: 0.7506945729, other_time: 9.4446105957
epoch time: 59.1904487610s, input_fired_time: 1.1282925606, output_fired_time: 0.0000000000, propagate_forward_time: 56.3953971863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6667594910
validation[          , genome 17811] predictions:    9851/  10000 (98.51%), best:    9860/10000 (98.60%), error:       465.66843, best error:       431.35770 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 770.1235351563s, input_fired_time: 9.3884305954, output_fired_time: 8.3821697235, propagate_forward_time: 287.0085754395, propagate_backward_time: 455.9630737305, weight_update_time: 0.7472530007, other_time: 9.3813171387
epoch time: 59.3046379089s, input_fired_time: 1.1258362532, output_fired_time: 0.0000000000, propagate_forward_time: 56.5139656067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6648368835
validation[          , genome 17811] predictions:    9870/  10000 (98.70%), best:    9860/10000 (98.60%), error:       441.39572, best error:       431.35770 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 756.6004028320s, input_fired_time: 9.2922000885, output_fired_time: 8.2767906189, propagate_forward_time: 281.5831604004, propagate_backward_time: 448.0660705566, weight_update_time: 0.7443615198, other_time: 9.3822021484
epoch time: 59.4270439148s, input_fired_time: 1.1266674995, output_fired_time: 0.0000000000, propagate_forward_time: 56.6351509094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6652259827
validation[          , genome 17811] predictions:    9822/  10000 (98.22%), best:    9860/10000 (98.60%), error:       591.03644, best error:       431.35770 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 739.0294799805s, input_fired_time: 9.1621847153, output_fired_time: 8.0463886261, propagate_forward_time: 273.6287231445, propagate_backward_time: 438.9878845215, weight_update_time: 0.7262933254, other_time: 9.2043151855
epoch time: 56.5442085266s, input_fired_time: 1.0904704332, output_fired_time: 0.0000000000, propagate_forward_time: 53.8224754333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6312637329
validation[          , genome 17811] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       416.63989, best error:       416.63989 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 730.1630249023s, input_fired_time: 9.0944566727, output_fired_time: 7.9574079514, propagate_forward_time: 270.3020629883, propagate_backward_time: 433.6769714355, weight_update_time: 0.7199117541, other_time: 9.1321105957
epoch time: 55.8022918701s, input_fired_time: 1.0784754753, output_fired_time: 0.0000000000, propagate_forward_time: 53.1041641235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6196517944
validation[          , genome 17811] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       392.19366, best error:       392.19366 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 723.5258178711s, input_fired_time: 9.0488004684, output_fired_time: 7.9207873344, propagate_forward_time: 267.5373840332, propagate_backward_time: 429.9417724609, weight_update_time: 0.7139951587, other_time: 9.0770568848
epoch time: 56.6525115967s, input_fired_time: 1.0955191851, output_fired_time: 0.0000000000, propagate_forward_time: 53.9287719727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6282196045
validation[          , genome 17811] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       375.49167, best error:       375.49167 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 729.0186157227s, input_fired_time: 9.0794734955, output_fired_time: 7.9495148659, propagate_forward_time: 268.5381164551, propagate_backward_time: 434.3211975098, weight_update_time: 0.7170051932, other_time: 9.1303100586
epoch time: 55.8362350464s, input_fired_time: 1.0793851614, output_fired_time: 0.0000000000, propagate_forward_time: 53.1432571411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6135940552
validation[          , genome 17811] predictions:    9859/  10000 (98.59%), best:    9883/10000 (98.83%), error:       447.73373, best error:       375.49167 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 718.7495727539s, input_fired_time: 9.0266847610, output_fired_time: 7.9114942551, propagate_forward_time: 266.0625000000, propagate_backward_time: 426.7075500488, weight_update_time: 0.7106252313, other_time: 9.0413513184
epoch time: 55.0982780457s, input_fired_time: 1.0744643211, output_fired_time: 0.0000000000, propagate_forward_time: 52.4109535217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6128616333
validation[          , genome 17811] predictions:    9892/  10000 (98.92%), best:    9883/10000 (98.83%), error:       385.45560, best error:       375.49167 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 719.0647583008s, input_fired_time: 9.0163879395, output_fired_time: 7.8839292526, propagate_forward_time: 265.4505615234, propagate_backward_time: 427.5662231445, weight_update_time: 0.7182137966, other_time: 9.1476440430
epoch time: 54.9773368835s, input_fired_time: 1.0728269815, output_fired_time: 0.0000000000, propagate_forward_time: 52.2991180420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6053924561
validation[          , genome 17811] predictions:    9794/  10000 (97.94%), best:    9883/10000 (98.83%), error:       622.20605, best error:       375.49167 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 721.5029296875s, input_fired_time: 9.0275430679, output_fired_time: 7.8873476982, propagate_forward_time: 265.9506225586, propagate_backward_time: 429.5532836914, weight_update_time: 0.7162371874, other_time: 9.0841674805
epoch time: 55.2655525208s, input_fired_time: 1.0738148689, output_fired_time: 0.0000000000, propagate_forward_time: 52.5802688599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6114692688
validation[          , genome 17811] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       440.22784, best error:       375.49167 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 723.0391845703s, input_fired_time: 9.0524396896, output_fired_time: 7.9076204300, propagate_forward_time: 266.7267456055, propagate_backward_time: 430.2477722168, weight_update_time: 0.7169307470, other_time: 9.1046447754
epoch time: 55.9301567078s, input_fired_time: 1.0861932039, output_fired_time: 0.0000000000, propagate_forward_time: 53.2195320129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6244316101
validation[          , genome 17811] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       374.90790, best error:       374.90790 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 723.5778198242s, input_fired_time: 9.0346155167, output_fired_time: 7.9637475014, propagate_forward_time: 265.9356689453, propagate_backward_time: 431.5885620117, weight_update_time: 0.7125247121, other_time: 9.0552368164
epoch time: 56.0293045044s, input_fired_time: 1.0854024887, output_fired_time: 0.0000000000, propagate_forward_time: 53.3254318237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6184692383
validation[          , genome 17811] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       393.44485, best error:       374.90790 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 720.0437011719s, input_fired_time: 8.9838457108, output_fired_time: 7.9161791801, propagate_forward_time: 263.5792236328, propagate_backward_time: 430.4541320801, weight_update_time: 0.7180070281, other_time: 9.1103210449
epoch time: 55.8967323303s, input_fired_time: 1.0831665993, output_fired_time: 0.0000000000, propagate_forward_time: 53.2119941711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6015701294
validation[          , genome 17811] predictions:    9873/  10000 (98.73%), best:    9880/10000 (98.80%), error:       387.34698, best error:       374.90790 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 717.2045898438s, input_fired_time: 9.0630130768, output_fired_time: 7.8507666588, propagate_forward_time: 265.8820190430, propagate_backward_time: 425.3606872559, weight_update_time: 0.7126317620, other_time: 9.0481262207
epoch time: 55.8006591797s, input_fired_time: 1.0850126743, output_fired_time: 0.0000000000, propagate_forward_time: 53.1075515747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6080932617
validation[          , genome 17811] predictions:    9870/  10000 (98.70%), best:    9880/10000 (98.80%), error:       389.12790, best error:       374.90790 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 721.9846191406s, input_fired_time: 9.0488834381, output_fired_time: 8.0005817413, propagate_forward_time: 265.8682556152, propagate_backward_time: 429.9685363770, weight_update_time: 0.7135472298, other_time: 9.0983276367
epoch time: 55.0978584290s, input_fired_time: 1.0769273043, output_fired_time: 0.0000000000, propagate_forward_time: 52.4082489014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6126823425
validation[          , genome 17811] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       393.99460, best error:       374.90790 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 722.3610229492s, input_fired_time: 9.0687694550, output_fired_time: 7.9443264008, propagate_forward_time: 266.2968750000, propagate_backward_time: 429.9776000977, weight_update_time: 0.7141972184, other_time: 9.0734252930
epoch time: 54.6584587097s, input_fired_time: 1.0718888044, output_fired_time: 0.0000000000, propagate_forward_time: 51.9963111877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5902595520
validation[          , genome 17811] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       355.69540, best error:       355.69540 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 716.2726440430s, input_fired_time: 8.9824590683, output_fired_time: 7.9073958397, propagate_forward_time: 261.9605407715, propagate_backward_time: 428.3775329590, weight_update_time: 0.7112147808, other_time: 9.0446777344
epoch time: 54.1306037903s, input_fired_time: 1.0632798672, output_fired_time: 0.0000000000, propagate_forward_time: 51.4527587891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6145668030
validation[          , genome 17811] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       351.22723, best error:       351.22723 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 719.7731933594s, input_fired_time: 9.0605993271, output_fired_time: 7.9472804070, propagate_forward_time: 266.1043090820, propagate_backward_time: 427.6083679199, weight_update_time: 0.7135651708, other_time: 9.0526428223
epoch time: 55.0999374390s, input_fired_time: 1.0788338184, output_fired_time: 0.0000000000, propagate_forward_time: 52.4053230286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6157798767
validation[          , genome 17811] predictions:    9901/  10000 (99.01%), best:    9887/10000 (98.87%), error:       354.15131, best error:       351.22723 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 721.0260620117s, input_fired_time: 9.1082897186, output_fired_time: 7.9183907509, propagate_forward_time: 268.7118835449, propagate_backward_time: 426.1851501465, weight_update_time: 0.7169042826, other_time: 9.1023559570
epoch time: 55.2853546143s, input_fired_time: 1.0829926729, output_fired_time: 0.0000000000, propagate_forward_time: 52.5795936584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6227684021
validation[          , genome 17811] predictions:    9876/  10000 (98.76%), best:    9887/10000 (98.87%), error:       408.79840, best error:       351.22723 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 726.1088867188s, input_fired_time: 9.1037683487, output_fired_time: 8.0283908844, propagate_forward_time: 268.3881530762, propagate_backward_time: 431.4838867188, weight_update_time: 0.7141157985, other_time: 9.1047058105
epoch time: 56.5082550049s, input_fired_time: 1.0985630751, output_fired_time: 0.0000000000, propagate_forward_time: 53.7749900818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6347007751
validation[          , genome 17811] predictions:    9886/  10000 (98.86%), best:    9887/10000 (98.87%), error:       351.74390, best error:       351.22723 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 731.0563964844s, input_fired_time: 9.1805438995, output_fired_time: 8.0446348190, propagate_forward_time: 269.4088745117, propagate_backward_time: 435.2025451660, weight_update_time: 0.7239800692, other_time: 9.2198181152
epoch time: 57.5127372742s, input_fired_time: 1.1203011274, output_fired_time: 0.0000000000, propagate_forward_time: 54.7425765991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6498603821
validation[          , genome 17811] predictions:    9891/  10000 (98.91%), best:    9887/10000 (98.87%), error:       381.35046, best error:       351.22723 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 731.7836914063s, input_fired_time: 9.2623386383, output_fired_time: 8.1392335892, propagate_forward_time: 268.9595642090, propagate_backward_time: 436.1482543945, weight_update_time: 0.7277724743, other_time: 9.2743225098
epoch time: 56.5268554688s, input_fired_time: 1.1093516350, output_fired_time: 0.0000000000, propagate_forward_time: 53.7773590088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6401443481
validation[          , genome 17811] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       334.14078, best error:       334.14078 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 733.1112670898s, input_fired_time: 9.2853841782, output_fired_time: 8.1315536499, propagate_forward_time: 271.1526184082, propagate_backward_time: 435.1987609863, weight_update_time: 0.7304661274, other_time: 9.3429565430
epoch time: 56.2177085876s, input_fired_time: 1.1134111881, output_fired_time: 0.0000000000, propagate_forward_time: 53.4211006165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6831970215
validation[          , genome 17811] predictions:    9878/  10000 (98.78%), best:    9902/10000 (99.02%), error:       391.39450, best error:       334.14078 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 731.1652221680s, input_fired_time: 9.2567491531, output_fired_time: 8.1632804871, propagate_forward_time: 269.0864562988, propagate_backward_time: 435.3599548340, weight_update_time: 0.7327677608, other_time: 9.2987670898
epoch time: 56.8985519409s, input_fired_time: 1.1194341183, output_fired_time: 0.0000000000, propagate_forward_time: 54.1202812195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6588363647
validation[          , genome 17811] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       333.01874, best error:       333.01874 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 734.4490966797s, input_fired_time: 9.2735223770, output_fired_time: 8.1607809067, propagate_forward_time: 271.0560913086, propagate_backward_time: 436.6506347656, weight_update_time: 0.7289804816, other_time: 9.3081054688
epoch time: 57.7334022522s, input_fired_time: 1.1359031200, output_fired_time: 0.0000000000, propagate_forward_time: 54.9184989929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6790008545
validation[          , genome 17811] predictions:    9870/  10000 (98.70%), best:    9896/10000 (98.96%), error:       410.68420, best error:       333.01874 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 745.0614624023s, input_fired_time: 9.2710008621, output_fired_time: 8.2024784088, propagate_forward_time: 275.2250061035, propagate_backward_time: 443.0975646973, weight_update_time: 0.7295019627, other_time: 9.2654418945
epoch time: 55.9061355591s, input_fired_time: 1.0934512615, output_fired_time: 0.0000000000, propagate_forward_time: 53.1863861084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262969971
validation[          , genome 17811] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       329.57376, best error:       329.57376 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 743.6912841797s, input_fired_time: 9.2720966339, output_fired_time: 8.2007617950, propagate_forward_time: 275.6996459961, propagate_backward_time: 441.2537536621, weight_update_time: 0.7303190231, other_time: 9.2650451660
epoch time: 58.0450363159s, input_fired_time: 1.1302480698, output_fired_time: 0.0000000000, propagate_forward_time: 55.2413406372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6734466553
validation[          , genome 17811] predictions:    9895/  10000 (98.95%), best:    9898/10000 (98.98%), error:       356.67422, best error:       329.57376 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 737.0153198242s, input_fired_time: 9.2443447113, output_fired_time: 8.0658588409, propagate_forward_time: 273.5723571777, propagate_backward_time: 436.9375000000, weight_update_time: 0.7242991328, other_time: 9.1952819824
epoch time: 56.6288719177s, input_fired_time: 1.1087139845, output_fired_time: 0.0000000000, propagate_forward_time: 53.8807258606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6394309998
validation[          , genome 17811] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       319.86328, best error:       319.86328 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 742.0628662109s, input_fired_time: 9.2389860153, output_fired_time: 8.1577453613, propagate_forward_time: 274.4228820801, propagate_backward_time: 440.9511413574, weight_update_time: 0.7313254476, other_time: 9.2921142578
epoch time: 57.4376068115s, input_fired_time: 1.1145185232, output_fired_time: 0.0000000000, propagate_forward_time: 54.6707649231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6523246765
validation[          , genome 17811] predictions:    9901/  10000 (99.01%), best:    9907/10000 (99.07%), error:       333.27396, best error:       319.86328 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 732.6828613281s, input_fired_time: 9.1693878174, output_fired_time: 8.1320390701, propagate_forward_time: 269.4846801758, propagate_backward_time: 436.7564086914, weight_update_time: 0.7176617980, other_time: 9.1403808594
epoch time: 56.7455444336s, input_fired_time: 1.1109319925, output_fired_time: 0.0000000000, propagate_forward_time: 53.9805412292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6540718079
validation[          , genome 17811] predictions:    9890/  10000 (98.90%), best:    9907/10000 (99.07%), error:       339.92059, best error:       319.86328 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 737.5343627930s, input_fired_time: 9.2092571259, output_fired_time: 8.0577507019, propagate_forward_time: 271.9752197266, propagate_backward_time: 439.0421447754, weight_update_time: 0.7290577292, other_time: 9.2500305176
epoch time: 56.9289131165s, input_fired_time: 1.1129174232, output_fired_time: 0.0000000000, propagate_forward_time: 54.1852264404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6307678223
validation[          , genome 17811] predictions:    9887/  10000 (98.87%), best:    9907/10000 (99.07%), error:       387.12195, best error:       319.86328 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 754.7813720703s, input_fired_time: 9.3713293076, output_fired_time: 8.2823448181, propagate_forward_time: 280.0511169434, propagate_backward_time: 447.7414550781, weight_update_time: 0.7369876504, other_time: 9.3351135254
epoch time: 58.1326713562s, input_fired_time: 1.1321978569, output_fired_time: 0.0000000000, propagate_forward_time: 55.3357543945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6647186279
validation[          , genome 17811] predictions:    9874/  10000 (98.74%), best:    9907/10000 (99.07%), error:       387.27841, best error:       319.86328 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 756.1483154297s, input_fired_time: 9.3405437469, output_fired_time: 8.2831592560, propagate_forward_time: 278.8129882813, propagate_backward_time: 450.3754577637, weight_update_time: 0.7378339171, other_time: 9.3362121582
epoch time: 58.9317474365s, input_fired_time: 1.1407603025, output_fired_time: 0.0000000000, propagate_forward_time: 56.1171150208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6738739014
validation[          , genome 17811] predictions:    9896/  10000 (98.96%), best:    9907/10000 (99.07%), error:       331.53354, best error:       319.86328 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 755.8794555664s, input_fired_time: 9.3726396561, output_fired_time: 8.3044786453, propagate_forward_time: 280.5202941895, propagate_backward_time: 448.3240356445, weight_update_time: 0.7415333390, other_time: 9.3580017090
epoch time: 58.2146492004s, input_fired_time: 1.1336349249, output_fired_time: 0.0000000000, propagate_forward_time: 55.4243736267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6566390991
validation[          , genome 17811] predictions:    9898/  10000 (98.98%), best:    9907/10000 (99.07%), error:       325.79352, best error:       319.86328 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 748.2215576172s, input_fired_time: 9.2806730270, output_fired_time: 8.2270174026, propagate_forward_time: 275.2038269043, propagate_backward_time: 446.2207946777, weight_update_time: 0.7317154408, other_time: 9.2892456055
epoch time: 56.8318405151s, input_fired_time: 1.1141542196, output_fired_time: 0.0000000000, propagate_forward_time: 54.0843505859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6333351135
validation[          , genome 17811] predictions:    9892/  10000 (98.92%), best:    9907/10000 (99.07%), error:       347.50204, best error:       319.86328 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 747.9411010742s, input_fired_time: 9.3377141953, output_fired_time: 8.1556310654, propagate_forward_time: 278.1169433594, propagate_backward_time: 443.0313720703, weight_update_time: 0.7325006723, other_time: 9.2994384766
epoch time: 59.7986602783s, input_fired_time: 1.1565284729, output_fired_time: 0.0000000000, propagate_forward_time: 56.9501266479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6920051575
validation[          , genome 17811] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       310.38925, best error:       310.38925 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 772.4728393555s, input_fired_time: 9.4847049713, output_fired_time: 8.4319248199, propagate_forward_time: 286.3327331543, propagate_backward_time: 458.7538452148, weight_update_time: 0.7513425946, other_time: 9.4696350098
epoch time: 59.9575462341s, input_fired_time: 1.1564792395, output_fired_time: 0.0000000000, propagate_forward_time: 57.1054611206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6956062317
validation[          , genome 17811] predictions:    9897/  10000 (98.97%), best:    9905/10000 (99.05%), error:       325.43765, best error:       310.38925 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 779.1753540039s, input_fired_time: 9.5459518433, output_fired_time: 8.5254411697, propagate_forward_time: 289.6397399902, propagate_backward_time: 461.9970703125, weight_update_time: 0.7497695684, other_time: 9.4671325684
epoch time: 60.7840576172s, input_fired_time: 1.1636493206, output_fired_time: 0.0000000000, propagate_forward_time: 57.9215545654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6988525391
validation[          , genome 17811] predictions:    9887/  10000 (98.87%), best:    9905/10000 (99.05%), error:       338.74332, best error:       310.38925 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 765.4205322266s, input_fired_time: 9.4593925476, output_fired_time: 8.3609828949, propagate_forward_time: 284.6655273438, propagate_backward_time: 453.5428466797, weight_update_time: 0.7425159216, other_time: 9.3917846680
epoch time: 58.9095497131s, input_fired_time: 1.1433161497, output_fired_time: 0.0000000000, propagate_forward_time: 56.0730094910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6932258606
validation[          , genome 17811] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       303.40222, best error:       303.40222 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 770.3312377930s, input_fired_time: 9.5090951920, output_fired_time: 8.4393777847, propagate_forward_time: 287.3948974609, propagate_backward_time: 455.5919494629, weight_update_time: 0.7459695935, other_time: 9.3959045410
epoch time: 59.2149467468s, input_fired_time: 1.1475863457, output_fired_time: 0.0000000000, propagate_forward_time: 56.3929634094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6743965149
validation[          , genome 17811] predictions:    9911/  10000 (99.11%), best:    9908/10000 (99.08%), error:       303.44403, best error:       303.40222 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 762.2418212891s, input_fired_time: 9.4219017029, output_fired_time: 8.3465223312, propagate_forward_time: 282.4306640625, propagate_backward_time: 452.6852111816, weight_update_time: 0.7401014566, other_time: 9.3575744629
epoch time: 59.7378692627s, input_fired_time: 1.1557078362, output_fired_time: 0.0000000000, propagate_forward_time: 56.8946075439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6875534058
validation[          , genome 17811] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       295.80618, best error:       295.80618 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 762.6672363281s, input_fired_time: 9.4337396622, output_fired_time: 8.3282794952, propagate_forward_time: 283.4371643066, propagate_backward_time: 452.1336059570, weight_update_time: 0.7375083566, other_time: 9.3344421387
epoch time: 59.5948867798s, input_fired_time: 1.1509447098, output_fired_time: 0.0000000000, propagate_forward_time: 56.7527580261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6911849976
validation[          , genome 17811] predictions:    9879/  10000 (98.79%), best:    9912/10000 (99.12%), error:       359.33170, best error:       295.80618 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 771.9638671875s, input_fired_time: 9.5166416168, output_fired_time: 8.3977909088, propagate_forward_time: 287.5670776367, propagate_backward_time: 457.0552978516, weight_update_time: 0.7509833574, other_time: 9.4270629883
epoch time: 60.7712249756s, input_fired_time: 1.1682994366, output_fired_time: 0.0000000000, propagate_forward_time: 57.9106025696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6923217773
validation[          , genome 17811] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       294.47366, best error:       294.47366 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 991.7103881836s, input_fired_time: 11.5941133499, output_fired_time: 9.8859472275, propagate_forward_time: 372.0530090332, propagate_backward_time: 586.0620117188, weight_update_time: 0.9944915175, other_time: 12.1153564453
epoch time: 83.1713180542s, input_fired_time: 1.2479330301, output_fired_time: 0.0000000000, propagate_forward_time: 79.3070373535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6163482666
validation[          , genome 17811] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       286.87833, best error:       286.87833 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1110.7498779297s, input_fired_time: 11.7862644196, output_fired_time: 11.8460025787, propagate_forward_time: 419.5292053223, propagate_backward_time: 654.2766723633, weight_update_time: 1.4345425367, other_time: 13.3118286133
epoch time: 88.8148498535s, input_fired_time: 1.7152996063, output_fired_time: 0.0000000000, propagate_forward_time: 84.2329254150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8666229248
validation[          , genome 17811] predictions:    9910/  10000 (99.10%), best:    9908/10000 (99.08%), error:       298.38577, best error:       286.87833 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1139.0415039063s, input_fired_time: 13.5067348480, output_fired_time: 12.9320650101, propagate_forward_time: 429.5272216797, propagate_backward_time: 670.2317504883, weight_update_time: 1.0383777618, other_time: 12.8438110352
epoch time: 90.3510818481s, input_fired_time: 1.5318944454, output_fired_time: 0.0000000000, propagate_forward_time: 86.9499206543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8692703247
validation[          , genome 17811] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       311.19327, best error:       286.87833 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1147.4647216797s, input_fired_time: 12.2053890228, output_fired_time: 12.5696458817, propagate_forward_time: 435.6521301270, propagate_backward_time: 673.6217651367, weight_update_time: 1.2428481579, other_time: 13.4157104492
epoch time: 89.8978271484s, input_fired_time: 2.3326957226, output_fired_time: 0.0000000000, propagate_forward_time: 85.1225967407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4425354004
validation[          , genome 17811] predictions:    9904/  10000 (99.04%), best:    9908/10000 (99.08%), error:       299.52512, best error:       286.87833 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1137.7662353516s, input_fired_time: 12.9624242783, output_fired_time: 11.4597711563, propagate_forward_time: 431.8044128418, propagate_backward_time: 670.2199096680, weight_update_time: 0.8370431662, other_time: 11.3197631836
epoch time: 90.1111907959s, input_fired_time: 1.5235331059, output_fired_time: 0.0000000000, propagate_forward_time: 86.5432891846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0443649292
validation[          , genome 17811] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       299.46216, best error:       286.87833 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1147.0527343750s, input_fired_time: 13.0110683441, output_fired_time: 13.3264808655, propagate_forward_time: 433.9785766602, propagate_backward_time: 674.6718750000, weight_update_time: 1.0720484257, other_time: 12.0646362305
epoch time: 90.1234588623s, input_fired_time: 2.1405324936, output_fired_time: 0.0000000000, propagate_forward_time: 85.5398483276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4430770874
validation[          , genome 17811] predictions:    9913/  10000 (99.13%), best:    9908/10000 (99.08%), error:       296.76736, best error:       286.87833 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1141.6757812500s, input_fired_time: 14.0069522858, output_fired_time: 12.9199085236, propagate_forward_time: 430.7866210938, propagate_backward_time: 671.2626953125, weight_update_time: 1.4457019567, other_time: 12.6995849609
epoch time: 90.2978439331s, input_fired_time: 2.1521000862, output_fired_time: 0.0000000000, propagate_forward_time: 85.8867797852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2589645386
validation[          , genome 17811] predictions:    9910/  10000 (99.10%), best:    9908/10000 (99.08%), error:       291.21378, best error:       286.87833 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1146.6481933594s, input_fired_time: 13.0884485245, output_fired_time: 12.4713401794, propagate_forward_time: 435.2779541016, propagate_backward_time: 673.3930053711, weight_update_time: 0.8359164596, other_time: 12.4174194336
epoch time: 90.4780731201s, input_fired_time: 1.5235617161, output_fired_time: 0.0000000000, propagate_forward_time: 86.3122100830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6423034668
validation[          , genome 17811] predictions:    9899/  10000 (98.99%), best:    9908/10000 (99.08%), error:       334.63791, best error:       286.87833 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1160.9320068359s, input_fired_time: 13.2508783340, output_fired_time: 12.1107511520, propagate_forward_time: 436.3141479492, propagate_backward_time: 686.7547607422, weight_update_time: 1.1020150185, other_time: 12.5015258789
epoch time: 91.6964035034s, input_fired_time: 1.9467048645, output_fired_time: 0.0000000000, propagate_forward_time: 87.2894363403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4602584839
validation[          , genome 17811] predictions:    9901/  10000 (99.01%), best:    9908/10000 (99.08%), error:       302.62781, best error:       286.87833 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1177.1488037109s, input_fired_time: 13.9235363007, output_fired_time: 12.6958284378, propagate_forward_time: 446.8782653809, propagate_backward_time: 690.8536987305, weight_update_time: 1.0391961336, other_time: 12.7974243164
epoch time: 102.4330444336s, input_fired_time: 1.6792480946, output_fired_time: 0.0000000000, propagate_forward_time: 98.3350830078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4187164307
validation[          , genome 17811] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       318.84625, best error:       286.87833 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1288.4625244141s, input_fired_time: 15.7488965988, output_fired_time: 15.5009880066, propagate_forward_time: 488.0031127930, propagate_backward_time: 755.3649291992, weight_update_time: 0.9007814527, other_time: 13.8446044922
epoch time: 100.4055557251s, input_fired_time: 1.9101982117, output_fired_time: 0.0000000000, propagate_forward_time: 95.9755325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5198287964
validation[          , genome 17811] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       300.91019, best error:       286.87833 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1258.1605224609s, input_fired_time: 16.3826789856, output_fired_time: 13.8905839920, propagate_forward_time: 476.1008605957, propagate_backward_time: 735.5802001953, weight_update_time: 1.0398573875, other_time: 16.2061767578
epoch time: 95.9477081299s, input_fired_time: 2.0308804512, output_fired_time: 0.0000000000, propagate_forward_time: 90.9729537964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9438705444
validation[          , genome 17811] predictions:    9913/  10000 (99.13%), best:    9908/10000 (99.08%), error:       296.22052, best error:       286.87833 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1190.4305419922s, input_fired_time: 13.9939556122, output_fired_time: 12.9936113358, propagate_forward_time: 450.5195922852, propagate_backward_time: 698.9459228516, weight_update_time: 1.2454097271, other_time: 13.9774780273
epoch time: 93.4331512451s, input_fired_time: 2.1577007771, output_fired_time: 0.0000000000, propagate_forward_time: 88.9184036255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3570480347
validation[          , genome 17811] predictions:    9910/  10000 (99.10%), best:    9908/10000 (99.08%), error:       287.13965, best error:       286.87833 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1187.7033691406s, input_fired_time: 12.6118345261, output_fired_time: 12.9394683838, propagate_forward_time: 445.9907226563, propagate_backward_time: 704.1624755859, weight_update_time: 0.8527157307, other_time: 11.9989013672
epoch time: 98.8518905640s, input_fired_time: 1.9397108555, output_fired_time: 0.0000000000, propagate_forward_time: 94.4827041626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4294738770
validation[          , genome 17811] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       283.94556, best error:       283.94556 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1206.1864013672s, input_fired_time: 14.8431577682, output_fired_time: 11.9647417068, propagate_forward_time: 449.1097717285, propagate_backward_time: 715.2366943359, weight_update_time: 1.1186325550, other_time: 15.0321044922
epoch time: 91.3175582886s, input_fired_time: 1.3291294575, output_fired_time: 0.0000000000, propagate_forward_time: 88.1358337402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8525924683
validation[          , genome 17811] predictions:    9912/  10000 (99.12%), best:    9915/10000 (99.15%), error:       288.43439, best error:       283.94556 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1171.4127197266s, input_fired_time: 13.3553781509, output_fired_time: 13.1784944534, propagate_forward_time: 441.3646240234, propagate_backward_time: 689.4226074219, weight_update_time: 0.8529554009, other_time: 14.0916748047
epoch time: 93.4644241333s, input_fired_time: 1.5530692339, output_fired_time: 0.0000000000, propagate_forward_time: 89.6485061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2628479004
validation[          , genome 17811] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       280.02945, best error:       280.02945 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1195.3070068359s, input_fired_time: 14.5322628021, output_fired_time: 13.1299734116, propagate_forward_time: 455.4002685547, propagate_backward_time: 699.2291870117, weight_update_time: 0.8372563124, other_time: 13.0153198242
epoch time: 92.3934020996s, input_fired_time: 1.3669306040, output_fired_time: 0.0000000000, propagate_forward_time: 89.1067276001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9197463989
validation[          , genome 17811] predictions:    9906/  10000 (99.06%), best:    9916/10000 (99.16%), error:       289.17114, best error:       280.02945 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1201.7459716797s, input_fired_time: 13.7281160355, output_fired_time: 14.1148567200, propagate_forward_time: 455.7341613770, propagate_backward_time: 703.8311157227, weight_update_time: 1.0405458212, other_time: 14.3377075195
epoch time: 95.7277984619s, input_fired_time: 1.7333480120, output_fired_time: 0.0000000000, propagate_forward_time: 92.0607070923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9337463379
validation[          , genome 17811] predictions:    9910/  10000 (99.10%), best:    9916/10000 (99.16%), error:       293.06656, best error:       280.02945 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1072.9317626953s, input_fired_time: 11.4258613586, output_fired_time: 11.1771001816, propagate_forward_time: 405.5801391602, propagate_backward_time: 632.1480712891, weight_update_time: 0.9857755303, other_time: 12.6005249023
epoch time: 65.1185302734s, input_fired_time: 1.2007129192, output_fired_time: 0.0000000000, propagate_forward_time: 62.0865211487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8312950134
validation[          , genome 17811] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       279.47598, best error:       279.47598 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 872.1813354492s, input_fired_time: 10.4903211594, output_fired_time: 9.7231473923, propagate_forward_time: 323.7048339844, propagate_backward_time: 517.8503417969, weight_update_time: 0.7699709535, other_time: 10.4127197266
epoch time: 67.9057998657s, input_fired_time: 1.3549312353, output_fired_time: 0.0000000000, propagate_forward_time: 64.6861190796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8647460938
validation[          , genome 17811] predictions:    9906/  10000 (99.06%), best:    9909/10000 (99.09%), error:       285.18158, best error:       279.47598 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 891.4559936523s, input_fired_time: 10.7395973206, output_fired_time: 9.5683298111, propagate_forward_time: 336.0684204102, propagate_backward_time: 524.3385009766, weight_update_time: 0.8264443874, other_time: 10.7410888672
epoch time: 71.0148925781s, input_fired_time: 1.2779655457, output_fired_time: 0.0000000000, propagate_forward_time: 67.8454055786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8915176392
validation[          , genome 17811] predictions:    9904/  10000 (99.04%), best:    9909/10000 (99.09%), error:       298.78296, best error:       279.47598 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 924.1392211914s, input_fired_time: 11.0500383377, output_fired_time: 10.0551433563, propagate_forward_time: 344.8987731934, propagate_backward_time: 547.0230712891, weight_update_time: 0.8153134584, other_time: 11.1121826172
epoch time: 71.0420837402s, input_fired_time: 1.2447481155, output_fired_time: 0.0000000000, propagate_forward_time: 68.0013809204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7959518433
validation[          , genome 17811] predictions:    9906/  10000 (99.06%), best:    9909/10000 (99.09%), error:       297.72482, best error:       279.47598 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 937.0350341797s, input_fired_time: 11.1813459396, output_fired_time: 10.1140060425, propagate_forward_time: 351.6658630371, propagate_backward_time: 553.3230590820, weight_update_time: 0.7887741327, other_time: 10.7507934570
epoch time: 68.0787277222s, input_fired_time: 1.2699179649, output_fired_time: 0.0000000000, propagate_forward_time: 64.9618301392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8469772339
validation[          , genome 17811] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       292.64841, best error:       279.47598 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 970.4904174805s, input_fired_time: 11.6645393372, output_fired_time: 10.6332464218, propagate_forward_time: 364.5427551270, propagate_backward_time: 572.2993774414, weight_update_time: 0.8432701826, other_time: 11.3505249023
epoch time: 82.0854949951s, input_fired_time: 1.5788855553, output_fired_time: 0.0000000000, propagate_forward_time: 78.4376220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0689849854
validation[          , genome 17811] predictions:    9913/  10000 (99.13%), best:    9909/10000 (99.09%), error:       291.19501, best error:       279.47598 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 977.5566406250s, input_fired_time: 11.8852720261, output_fired_time: 10.5481786728, propagate_forward_time: 368.3607482910, propagate_backward_time: 575.4498901367, weight_update_time: 0.8525508642, other_time: 11.3125610352
epoch time: 82.7687454224s, input_fired_time: 1.5863696337, output_fired_time: 0.0000000000, propagate_forward_time: 78.9094467163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2729263306
validation[          , genome 17811] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       302.70874, best error:       279.47598 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 985.7916870117s, input_fired_time: 11.7070960999, output_fired_time: 10.6090288162, propagate_forward_time: 372.1960754395, propagate_backward_time: 579.2438964844, weight_update_time: 0.9527025819, other_time: 12.0356445313
epoch time: 71.4697036743s, input_fired_time: 1.4073433876, output_fired_time: 0.0000000000, propagate_forward_time: 68.2114410400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8509216309
validation[          , genome 17811] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       297.83090, best error:       279.47598 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 945.2635498047s, input_fired_time: 11.5476770401, output_fired_time: 10.5954284668, propagate_forward_time: 353.6202392578, propagate_backward_time: 558.5571899414, weight_update_time: 0.8027121425, other_time: 10.9430541992
epoch time: 77.2916030884s, input_fired_time: 1.3655524254, output_fired_time: 0.0000000000, propagate_forward_time: 73.8931579590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0328903198
validation[          , genome 17811] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       297.76007, best error:       279.47598 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 986.7019653320s, input_fired_time: 11.8978652954, output_fired_time: 10.7563543320, propagate_forward_time: 370.8874816895, propagate_backward_time: 581.5700683594, weight_update_time: 1.0638523102, other_time: 11.5902099609
epoch time: 68.0059585571s, input_fired_time: 1.2669754028, output_fired_time: 0.0000000000, propagate_forward_time: 64.9035949707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8353881836
validation[          , genome 17811] predictions:    9905/  10000 (99.05%), best:    9909/10000 (99.09%), error:       291.51590, best error:       279.47598 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 952.3303833008s, input_fired_time: 11.2994976044, output_fired_time: 10.5692110062, propagate_forward_time: 359.0369567871, propagate_backward_time: 560.1539306641, weight_update_time: 0.7986325622, other_time: 11.2707519531
epoch time: 78.6858901978s, input_fired_time: 1.4817699194, output_fired_time: 0.0000000000, propagate_forward_time: 74.9673690796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2367477417
validation[          , genome 17811] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       304.08160, best error:       279.47598 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 925.8471679688s, input_fired_time: 10.9764356613, output_fired_time: 10.0984497070, propagate_forward_time: 349.0487060547, propagate_backward_time: 544.9434814453, weight_update_time: 0.8481519818, other_time: 10.7800903320
epoch time: 75.5192718506s, input_fired_time: 1.4912811518, output_fired_time: 0.0000000000, propagate_forward_time: 72.1008758545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9271163940
validation[          , genome 17811] predictions:    9912/  10000 (99.12%), best:    9909/10000 (99.09%), error:       288.44540, best error:       279.47598 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 945.8726196289s, input_fired_time: 11.5242347717, output_fired_time: 10.9498558044, propagate_forward_time: 355.7938842773, propagate_backward_time: 556.6134033203, weight_update_time: 0.8780502081, other_time: 10.9912719727
epoch time: 75.3667602539s, input_fired_time: 1.4286302328, output_fired_time: 0.0000000000, propagate_forward_time: 71.9361724854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0019607544
validation[          , genome 17811] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       290.10208, best error:       279.47598 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 914.6752319336s, input_fired_time: 10.9980020523, output_fired_time: 9.5499925613, propagate_forward_time: 341.3221435547, propagate_backward_time: 542.1921386719, weight_update_time: 0.7965319753, other_time: 10.6129760742
epoch time: 73.7711257935s, input_fired_time: 1.3653584719, output_fired_time: 0.0000000000, propagate_forward_time: 70.1914978027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2142715454
validation[          , genome 17811] predictions:    9914/  10000 (99.14%), best:    9909/10000 (99.09%), error:       293.27563, best error:       279.47598 on epoch:    87, 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: 350.5022583008s, input_fired_time: 6.7203917503, output_fired_time: 0.0000000000, propagate_forward_time: 334.2817993164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.5000610352
best training[          , genome 17811] predictions:   49999/  50000 (100.00%), best:    9909/10000 (99.09%), error:       107.55434, best error:       279.47598 on epoch:    87, 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: 66.8703536987s, input_fired_time: 1.2270767689, output_fired_time: 0.0000000000, propagate_forward_time: 63.7655372620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8777427673
   testing[          , genome 17811] predictions:    9912/  10000 (99.12%), best:    9909/10000 (99.09%), error:       251.01093, best error:       279.47598 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:13:41 (2384): called boinc_finish(0)

</stderr_txt>
]]>