Nameexact_genome_1518178202_55_18412_1
Workunit2992933
Created9 Feb 2018, 21:32:21 UTC
Sent9 Feb 2018, 21:48:00 UTC
Report deadline17 Mar 2018, 20:32:37 UTC
Received10 Feb 2018, 22:35:47 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID60660
Run time10 hours 52 min 13 sec
CPU time10 hours 41 min 44 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.48 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.96 MB
Peak swap size177.13 MB
Peak disk usage3.94 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 367.9876708984s, input_fired_time: 7.2059245110, output_fired_time: 5.5410852432, propagate_forward_time: 128.0494995117, propagate_backward_time: 220.2898254395, weight_update_time: 0.3741528094, other_time: 6.9013366699
epoch time: 27.5881462097s, input_fired_time: 0.8076059818, output_fired_time: 0.0000000000, propagate_forward_time: 25.4932384491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2873020172
validation[          , genome 18412] predictions:    9745/  10000 (97.45%), best:    9861/10000 (98.61%), error:       771.04791, best error:       505.47568 on epoch:     3, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 360.4521179199s, input_fired_time: 7.0487837791, output_fired_time: 5.4046654701, propagate_forward_time: 125.4321899414, propagate_backward_time: 215.5046234131, weight_update_time: 0.3953364789, other_time: 7.0618438721
epoch time: 26.4328403473s, input_fired_time: 0.7609179616, output_fired_time: 0.0000000000, propagate_forward_time: 24.4738178253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1981048584
validation[          , genome 18412] predictions:    9851/  10000 (98.51%), best:    9861/10000 (98.61%), error:       511.58578, best error:       505.47568 on epoch:     3, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 353.6602783203s, input_fired_time: 6.8674540520, output_fired_time: 5.2662811279, propagate_forward_time: 122.9288101196, propagate_backward_time: 211.9350585938, weight_update_time: 0.3659067154, other_time: 6.6626892090
epoch time: 26.5208930969s, input_fired_time: 0.7605502605, output_fired_time: 0.0000000000, propagate_forward_time: 24.5458469391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2144966125
validation[          , genome 18412] predictions:    9848/  10000 (98.48%), best:    9861/10000 (98.61%), error:       505.63651, best error:       505.47568 on epoch:     3, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 359.4104919434s, input_fired_time: 7.0335268974, output_fired_time: 5.3703002930, propagate_forward_time: 124.9948806763, propagate_backward_time: 215.1111755371, weight_update_time: 0.3697170317, other_time: 6.9006042480
epoch time: 26.9229373932s, input_fired_time: 0.7950987816, output_fired_time: 0.0000000000, propagate_forward_time: 24.7680358887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3598022461
validation[          , genome 18412] predictions:    9826/  10000 (98.26%), best:    9861/10000 (98.61%), error:       570.02051, best error:       505.47568 on epoch:     3, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 354.5997924805s, input_fired_time: 6.9173960686, output_fired_time: 5.2812318802, propagate_forward_time: 123.3741531372, propagate_backward_time: 212.0716552734, weight_update_time: 0.3693898618, other_time: 6.9553833008
epoch time: 26.6438465118s, input_fired_time: 0.7766761780, output_fired_time: 0.0000000000, propagate_forward_time: 24.5960044861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2711658478
validation[          , genome 18412] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       501.81906, best error:       501.81906 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 353.6840820313s, input_fired_time: 6.8436093330, output_fired_time: 5.2616715431, propagate_forward_time: 123.1239318848, propagate_backward_time: 211.6917114258, weight_update_time: 0.3672523797, other_time: 6.7631835938
epoch time: 26.4911880493s, input_fired_time: 0.7728227973, output_fired_time: 0.0000000000, propagate_forward_time: 24.4612884521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2570762634
validation[          , genome 18412] predictions:    9818/  10000 (98.18%), best:    9840/10000 (98.40%), error:       598.79352, best error:       501.81906 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 365.8336791992s, input_fired_time: 7.1759719849, output_fired_time: 5.4926586151, propagate_forward_time: 127.3129959106, propagate_backward_time: 218.7340240479, weight_update_time: 0.3824144900, other_time: 7.1180572510
epoch time: 27.7390174866s, input_fired_time: 0.8036719561, output_fired_time: 0.0000000000, propagate_forward_time: 25.6504077911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2849369049
validation[          , genome 18412] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       487.90100, best error:       487.90100 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 357.2281188965s, input_fired_time: 7.0230798721, output_fired_time: 5.3038353920, propagate_forward_time: 124.3074798584, propagate_backward_time: 213.5993347168, weight_update_time: 0.3714842200, other_time: 6.9944000244
epoch time: 26.5410175323s, input_fired_time: 0.7624965906, output_fired_time: 0.0000000000, propagate_forward_time: 24.5556182861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2229022980
validation[          , genome 18412] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       439.12692, best error:       439.12692 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 352.9782714844s, input_fired_time: 6.9134798050, output_fired_time: 5.2594327927, propagate_forward_time: 122.8229293823, propagate_backward_time: 211.2347564697, weight_update_time: 0.3663940132, other_time: 6.7476654053
epoch time: 26.5001926422s, input_fired_time: 0.7631933689, output_fired_time: 0.0000000000, propagate_forward_time: 24.4956378937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2413616180
validation[          , genome 18412] predictions:    9809/  10000 (98.09%), best:    9850/10000 (98.50%), error:       602.11737, best error:       439.12692 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 359.3165283203s, input_fired_time: 7.1241645813, output_fired_time: 5.3726344109, propagate_forward_time: 124.8475494385, propagate_backward_time: 214.8169555664, weight_update_time: 0.3719304502, other_time: 7.1552276611
epoch time: 27.2792015076s, input_fired_time: 0.8176972866, output_fired_time: 0.0000000000, propagate_forward_time: 25.0948181152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3666858673
validation[          , genome 18412] predictions:    9841/  10000 (98.41%), best:    9850/10000 (98.50%), error:       499.89865, best error:       439.12692 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 354.2504577637s, input_fired_time: 6.9237952232, output_fired_time: 5.2955317497, propagate_forward_time: 123.2770843506, propagate_backward_time: 211.9281005859, weight_update_time: 0.3669888079, other_time: 6.8259429932
epoch time: 26.4581069946s, input_fired_time: 0.7635118961, output_fired_time: 0.0000000000, propagate_forward_time: 24.4708881378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2237071991
validation[          , genome 18412] predictions:    9806/  10000 (98.06%), best:    9850/10000 (98.50%), error:       618.07166, best error:       439.12692 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 352.6276855469s, input_fired_time: 6.8568315506, output_fired_time: 5.2789812088, propagate_forward_time: 122.7771377563, propagate_backward_time: 211.0058441162, weight_update_time: 0.3651484251, other_time: 6.7088775635
epoch time: 26.9478302002s, input_fired_time: 0.7705649734, output_fired_time: 0.0000000000, propagate_forward_time: 24.9247341156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2525310516
validation[          , genome 18412] predictions:    9836/  10000 (98.36%), best:    9850/10000 (98.50%), error:       545.20984, best error:       439.12692 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 359.8149414063s, input_fired_time: 7.0998225212, output_fired_time: 5.3864922523, propagate_forward_time: 125.0565872192, propagate_backward_time: 215.1001586914, weight_update_time: 0.3751338124, other_time: 7.1718750000
epoch time: 26.6748924255s, input_fired_time: 0.7714240551, output_fired_time: 0.0000000000, propagate_forward_time: 24.6971492767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2063198090
validation[          , genome 18412] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       427.86456, best error:       427.86456 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 355.7393493652s, input_fired_time: 6.9928336143, output_fired_time: 5.3160653114, propagate_forward_time: 123.7681579590, propagate_backward_time: 212.6762084961, weight_update_time: 0.3709754944, other_time: 6.9860839844
epoch time: 26.4419994354s, input_fired_time: 0.7608798742, output_fired_time: 0.0000000000, propagate_forward_time: 24.4748706818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2062492371
validation[          , genome 18412] predictions:    9845/  10000 (98.45%), best:    9875/10000 (98.75%), error:       480.89624, best error:       427.86456 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 352.0696105957s, input_fired_time: 6.8709049225, output_fired_time: 5.2439780235, propagate_forward_time: 122.6102066040, propagate_backward_time: 210.6037902832, weight_update_time: 0.3660617769, other_time: 6.7407226563
epoch time: 26.5430469513s, input_fired_time: 0.7743104696, output_fired_time: 0.0000000000, propagate_forward_time: 24.5454330444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2233028412
validation[          , genome 18412] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       484.73309, best error:       427.86456 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 351.8818359375s, input_fired_time: 6.8386068344, output_fired_time: 5.2502627373, propagate_forward_time: 122.5692291260, propagate_backward_time: 210.5435028076, weight_update_time: 0.3675211966, other_time: 6.6802368164
epoch time: 26.4202423096s, input_fired_time: 0.7631645799, output_fired_time: 0.0000000000, propagate_forward_time: 24.4555892944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2014884949
validation[          , genome 18412] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       412.40570, best error:       412.40570 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 358.3937072754s, input_fired_time: 7.0579352379, output_fired_time: 5.3580455780, propagate_forward_time: 124.6309051514, propagate_backward_time: 214.2971496582, weight_update_time: 0.3709703386, other_time: 7.0496978760
epoch time: 26.6837997437s, input_fired_time: 0.7746632099, output_fired_time: 0.0000000000, propagate_forward_time: 24.7052841187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2038516998
validation[          , genome 18412] predictions:    9861/  10000 (98.61%), best:    9884/10000 (98.84%), error:       431.60739, best error:       412.40570 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 354.5827941895s, input_fired_time: 6.9230351448, output_fired_time: 5.2928242683, propagate_forward_time: 123.2947463989, propagate_backward_time: 212.3451995850, weight_update_time: 0.3656632900, other_time: 6.7270050049
epoch time: 26.6499977112s, input_fired_time: 0.7781644464, output_fired_time: 0.0000000000, propagate_forward_time: 24.5931873322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2786464691
validation[          , genome 18412] predictions:    9855/  10000 (98.55%), best:    9884/10000 (98.84%), error:       441.54495, best error:       412.40570 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 352.4919433594s, input_fired_time: 6.8768105507, output_fired_time: 5.2820076942, propagate_forward_time: 122.8192596436, propagate_backward_time: 210.7545928955, weight_update_time: 0.3654798269, other_time: 6.7592773438
epoch time: 27.3850288391s, input_fired_time: 0.8036728501, output_fired_time: 0.0000000000, propagate_forward_time: 25.2235965729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3577594757
validation[          , genome 18412] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       405.77322, best error:       405.77322 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 357.2550964355s, input_fired_time: 7.0743026733, output_fired_time: 5.3634457588, propagate_forward_time: 124.3650054932, propagate_backward_time: 213.5831146240, weight_update_time: 0.3697148860, other_time: 6.8692321777
epoch time: 27.1901760101s, input_fired_time: 0.8098872900, output_fired_time: 0.0000000000, propagate_forward_time: 25.0425090790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3377799988
validation[          , genome 18412] predictions:    9877/  10000 (98.77%), best:    9870/10000 (98.70%), error:       415.09564, best error:       405.77322 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 354.3069458008s, input_fired_time: 6.9682307243, output_fired_time: 5.2986278534, propagate_forward_time: 123.2013473511, propagate_backward_time: 211.9035034180, weight_update_time: 0.3707125783, other_time: 6.9352416992
epoch time: 26.4137306213s, input_fired_time: 0.7643128037, output_fired_time: 0.0000000000, propagate_forward_time: 24.4548091888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1946086884
validation[          , genome 18412] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       378.53925, best error:       378.53925 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 352.8602600098s, input_fired_time: 6.8564014435, output_fired_time: 5.2365579605, propagate_forward_time: 122.8362197876, propagate_backward_time: 211.2107543945, weight_update_time: 0.3653700054, other_time: 6.7203063965
epoch time: 27.0659198761s, input_fired_time: 0.8034189939, output_fired_time: 0.0000000000, propagate_forward_time: 24.9150962830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3474044800
validation[          , genome 18412] predictions:    9806/  10000 (98.06%), best:    9882/10000 (98.82%), error:       602.38916, best error:       378.53925 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 358.6187438965s, input_fired_time: 7.0394926071, output_fired_time: 5.3119320869, propagate_forward_time: 124.8760604858, propagate_backward_time: 214.4575958252, weight_update_time: 0.3710124195, other_time: 6.9336700439
epoch time: 26.8610973358s, input_fired_time: 0.7835295200, output_fired_time: 0.0000000000, propagate_forward_time: 24.8470649719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2305030823
validation[          , genome 18412] predictions:    9851/  10000 (98.51%), best:    9882/10000 (98.82%), error:       493.43481, best error:       378.53925 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 354.2887573242s, input_fired_time: 6.9767894745, output_fired_time: 5.2883534431, propagate_forward_time: 123.3311767578, propagate_backward_time: 211.7849884033, weight_update_time: 0.3693827391, other_time: 6.9074554443
epoch time: 26.6140670776s, input_fired_time: 0.7849591970, output_fired_time: 0.0000000000, propagate_forward_time: 24.5029144287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3261928558
validation[          , genome 18412] predictions:    9856/  10000 (98.56%), best:    9882/10000 (98.82%), error:       469.17093, best error:       378.53925 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 351.7965698242s, input_fired_time: 6.8579077721, output_fired_time: 5.2528510094, propagate_forward_time: 122.5426025391, propagate_backward_time: 210.5299530029, weight_update_time: 0.3650571406, other_time: 6.6132659912
epoch time: 26.7155570984s, input_fired_time: 0.7862196565, output_fired_time: 0.0000000000, propagate_forward_time: 24.6918029785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2375335693
validation[          , genome 18412] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       383.45639, best error:       378.53925 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 356.9996032715s, input_fired_time: 7.0558586121, output_fired_time: 5.3424944878, propagate_forward_time: 124.3410644531, propagate_backward_time: 213.3336639404, weight_update_time: 0.3686573207, other_time: 6.9265289307
epoch time: 26.6139431000s, input_fired_time: 0.7854403257, output_fired_time: 0.0000000000, propagate_forward_time: 24.6253223419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2031803131
validation[          , genome 18412] predictions:    9844/  10000 (98.44%), best:    9882/10000 (98.82%), error:       520.37805, best error:       378.53925 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 353.1795959473s, input_fired_time: 6.9147658348, output_fired_time: 5.2604627609, propagate_forward_time: 122.9208602905, propagate_backward_time: 211.3309936523, weight_update_time: 0.3661386967, other_time: 6.7525024414
epoch time: 26.3488006592s, input_fired_time: 0.7696012259, output_fired_time: 0.0000000000, propagate_forward_time: 24.4000930786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1791057587
validation[          , genome 18412] predictions:    9849/  10000 (98.49%), best:    9882/10000 (98.82%), error:       475.28882, best error:       378.53925 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 353.0516052246s, input_fired_time: 6.8803868294, output_fired_time: 5.2565307617, propagate_forward_time: 123.0009689331, propagate_backward_time: 211.2220611572, weight_update_time: 0.3653790653, other_time: 6.6916351318
epoch time: 26.9189128876s, input_fired_time: 0.8077180982, output_fired_time: 0.0000000000, propagate_forward_time: 24.8184719086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2927227020
validation[          , genome 18412] predictions:    9862/  10000 (98.62%), best:    9882/10000 (98.82%), error:       415.57938, best error:       378.53925 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 360.1788635254s, input_fired_time: 7.0817108154, output_fired_time: 5.3775463104, propagate_forward_time: 125.2051925659, propagate_backward_time: 215.4658813477, weight_update_time: 0.3737830520, other_time: 7.0485534668
epoch time: 26.9320316315s, input_fired_time: 0.7919005752, output_fired_time: 0.0000000000, propagate_forward_time: 24.9255027771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2146282196
validation[          , genome 18412] predictions:    9880/  10000 (98.80%), best:    9882/10000 (98.82%), error:       397.08841, best error:       378.53925 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 353.7176818848s, input_fired_time: 6.9036822319, output_fired_time: 5.2906880379, propagate_forward_time: 123.3327789307, propagate_backward_time: 211.5486755371, weight_update_time: 0.3785249293, other_time: 6.6418609619
epoch time: 26.6889438629s, input_fired_time: 0.7809841633, output_fired_time: 0.0000000000, propagate_forward_time: 24.6387977600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2691612244
validation[          , genome 18412] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       377.89865, best error:       377.89865 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 356.7653503418s, input_fired_time: 6.9479732513, output_fired_time: 5.3349070549, propagate_forward_time: 124.2251434326, propagate_backward_time: 213.2707519531, weight_update_time: 0.3806980252, other_time: 6.9865875244
epoch time: 26.7141284943s, input_fired_time: 0.7795332670, output_fired_time: 0.0000000000, propagate_forward_time: 24.6961536407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2384414673
validation[          , genome 18412] predictions:    9864/  10000 (98.64%), best:    9885/10000 (98.85%), error:       440.46103, best error:       377.89865 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 358.5107116699s, input_fired_time: 7.1112680435, output_fired_time: 5.3533849716, propagate_forward_time: 124.6774520874, propagate_backward_time: 214.2324066162, weight_update_time: 0.3721408546, other_time: 7.1361846924
epoch time: 26.9065055847s, input_fired_time: 0.7964286804, output_fired_time: 0.0000000000, propagate_forward_time: 24.8664703369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2436065674
validation[          , genome 18412] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       389.87375, best error:       377.89865 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 351.8930969238s, input_fired_time: 6.8671226501, output_fired_time: 5.2423963547, propagate_forward_time: 122.3789672852, propagate_backward_time: 210.7264556885, weight_update_time: 0.3660920560, other_time: 6.6781463623
epoch time: 26.5461616516s, input_fired_time: 0.7802139521, output_fired_time: 0.0000000000, propagate_forward_time: 24.5241165161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2418308258
validation[          , genome 18412] predictions:    9793/  10000 (97.93%), best:    9885/10000 (98.85%), error:       651.68237, best error:       377.89865 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 354.8442382813s, input_fired_time: 7.0267810822, output_fired_time: 5.3100132942, propagate_forward_time: 123.4416656494, propagate_backward_time: 212.2011108398, weight_update_time: 0.3685132563, other_time: 6.8646392822
epoch time: 26.8495159149s, input_fired_time: 0.7880250216, output_fired_time: 0.0000000000, propagate_forward_time: 24.8269138336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2345771790
validation[          , genome 18412] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       409.06885, best error:       377.89865 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 357.3213500977s, input_fired_time: 7.0574231148, output_fired_time: 5.3420186043, propagate_forward_time: 124.4910812378, propagate_backward_time: 213.5588684082, weight_update_time: 0.3680836260, other_time: 6.8719482422
epoch time: 26.9893493652s, input_fired_time: 0.8233196139, output_fired_time: 0.0000000000, propagate_forward_time: 24.8445148468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3215141296
validation[          , genome 18412] predictions:    9862/  10000 (98.62%), best:    9885/10000 (98.85%), error:       443.73416, best error:       377.89865 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 363.4584350586s, input_fired_time: 7.2325549126, output_fired_time: 5.4234209061, propagate_forward_time: 126.3870468140, propagate_backward_time: 217.3753662109, weight_update_time: 0.3882660866, other_time: 7.0400390625
epoch time: 29.6293201447s, input_fired_time: 0.9335818291, output_fired_time: 0.0000000000, propagate_forward_time: 27.1923408508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5033969879
validation[          , genome 18412] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       369.06961, best error:       369.06961 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 354.2874145508s, input_fired_time: 6.9271326065, output_fired_time: 5.2921838760, propagate_forward_time: 123.4493026733, propagate_backward_time: 211.9744110107, weight_update_time: 0.3641938567, other_time: 6.6443939209
epoch time: 30.4883956909s, input_fired_time: 0.9693672657, output_fired_time: 0.0000000000, propagate_forward_time: 27.8732051849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6458225250
validation[          , genome 18412] predictions:    9868/  10000 (98.68%), best:    9885/10000 (98.85%), error:       392.09097, best error:       369.06961 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 374.1156616211s, input_fired_time: 7.6780748367, output_fired_time: 5.6115832329, propagate_forward_time: 130.3757324219, propagate_backward_time: 222.8808898926, weight_update_time: 0.3884665072, other_time: 7.5693969727
epoch time: 26.4428825378s, input_fired_time: 0.7662015557, output_fired_time: 0.0000000000, propagate_forward_time: 24.4893894196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1872920990
validation[          , genome 18412] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       378.74011, best error:       369.06961 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 363.5824279785s, input_fired_time: 7.3015389442, output_fired_time: 5.4671401978, propagate_forward_time: 126.7458267212, propagate_backward_time: 217.0180358887, weight_update_time: 0.3766461313, other_time: 7.0498962402
epoch time: 28.7582569122s, input_fired_time: 0.8809070587, output_fired_time: 0.0000000000, propagate_forward_time: 26.4610671997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4162826538
validation[          , genome 18412] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       356.27014, best error:       356.27014 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 365.8987426758s, input_fired_time: 7.3246059418, output_fired_time: 5.4546504021, propagate_forward_time: 127.1903762817, propagate_backward_time: 218.8527526855, weight_update_time: 0.3802001476, other_time: 7.0763549805
epoch time: 28.1711483002s, input_fired_time: 0.8442732096, output_fired_time: 0.0000000000, propagate_forward_time: 26.0146236420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3122520447
validation[          , genome 18412] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       339.30939, best error:       339.30939 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 369.1322326660s, input_fired_time: 7.4695281982, output_fired_time: 5.5090970993, propagate_forward_time: 128.5247650146, propagate_backward_time: 220.3090820313, weight_update_time: 0.3852947056, other_time: 7.3197784424
epoch time: 27.7880516052s, input_fired_time: 0.8108251691, output_fired_time: 0.0000000000, propagate_forward_time: 25.6678428650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3093833923
validation[          , genome 18412] predictions:    9856/  10000 (98.56%), best:    9891/10000 (98.91%), error:       450.24268, best error:       339.30939 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 359.0493774414s, input_fired_time: 7.0588812828, output_fired_time: 5.3287138939, propagate_forward_time: 125.0383453369, propagate_backward_time: 214.8673858643, weight_update_time: 0.3678045571, other_time: 6.7560729980
epoch time: 26.5031185150s, input_fired_time: 0.7712252736, output_fired_time: 0.0000000000, propagate_forward_time: 24.5398979187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1919956207
validation[          , genome 18412] predictions:    9843/  10000 (98.43%), best:    9891/10000 (98.91%), error:       510.62643, best error:       339.30939 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 367.3092956543s, input_fired_time: 7.4088082314, output_fired_time: 5.4993343353, propagate_forward_time: 127.8344573975, propagate_backward_time: 219.2801513672, weight_update_time: 0.3788817227, other_time: 7.2865447998
epoch time: 26.5215206146s, input_fired_time: 0.7742171884, output_fired_time: 0.0000000000, propagate_forward_time: 24.5435810089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2037220001
validation[          , genome 18412] predictions:    9854/  10000 (98.54%), best:    9891/10000 (98.91%), error:       456.44376, best error:       339.30939 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 362.1629638672s, input_fired_time: 7.2278366089, output_fired_time: 5.4110965729, propagate_forward_time: 126.2360382080, propagate_backward_time: 216.2837829590, weight_update_time: 0.3714856803, other_time: 7.0041961670
epoch time: 26.5440635681s, input_fired_time: 0.7826488018, output_fired_time: 0.0000000000, propagate_forward_time: 24.5729446411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1884708405
validation[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9891/10000 (98.91%), error:       342.79135, best error:       339.30939 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 374.7430725098s, input_fired_time: 7.6783409119, output_fired_time: 5.6030750275, propagate_forward_time: 130.5885772705, propagate_backward_time: 223.2726135254, weight_update_time: 0.3930454552, other_time: 7.6004486084
epoch time: 28.2203330994s, input_fired_time: 0.8478665352, output_fired_time: 0.0000000000, propagate_forward_time: 26.0540428162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3184242249
validation[          , genome 18412] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       402.26181, best error:       339.30939 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 371.8592834473s, input_fired_time: 7.5576658249, output_fired_time: 5.5626869202, propagate_forward_time: 129.4397888184, propagate_backward_time: 221.7291259766, weight_update_time: 0.3897184730, other_time: 7.5700073242
epoch time: 26.5685043335s, input_fired_time: 0.7771234512, output_fired_time: 0.0000000000, propagate_forward_time: 24.5898666382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2015151978
validation[          , genome 18412] predictions:    9871/  10000 (98.71%), best:    9891/10000 (98.91%), error:       405.96201, best error:       339.30939 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 367.5550231934s, input_fired_time: 7.4561176300, output_fired_time: 5.4795522690, propagate_forward_time: 127.9327392578, propagate_backward_time: 219.3894500732, weight_update_time: 0.3822178245, other_time: 7.2971649170
epoch time: 30.0943470001s, input_fired_time: 0.9381483197, output_fired_time: 0.0000000000, propagate_forward_time: 27.5541610718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6020374298
validation[          , genome 18412] predictions:    9864/  10000 (98.64%), best:    9891/10000 (98.91%), error:       406.17426, best error:       339.30939 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 371.3032226563s, input_fired_time: 7.4871020317, output_fired_time: 5.5276246071, propagate_forward_time: 129.3658142090, propagate_backward_time: 221.6713867188, weight_update_time: 0.3847685456, other_time: 7.2513122559
epoch time: 30.0053081512s, input_fired_time: 0.9444560409, output_fired_time: 0.0000000000, propagate_forward_time: 27.5165004730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5443515778
validation[          , genome 18412] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       376.12564, best error:       339.30939 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 368.8835754395s, input_fired_time: 7.5024242401, output_fired_time: 5.5113897324, propagate_forward_time: 128.4330596924, propagate_backward_time: 219.9186553955, weight_update_time: 0.3882582784, other_time: 7.5180664063
epoch time: 26.5021667480s, input_fired_time: 0.7819589972, output_fired_time: 0.0000000000, propagate_forward_time: 24.5339431763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1862640381
validation[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9891/10000 (98.91%), error:       348.99890, best error:       339.30939 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 357.4179687500s, input_fired_time: 7.0192360878, output_fired_time: 5.3511071205, propagate_forward_time: 124.5371704102, propagate_backward_time: 213.8659057617, weight_update_time: 0.3638495505, other_time: 6.6445617676
epoch time: 26.4873981476s, input_fired_time: 0.7821729779, output_fired_time: 0.0000000000, propagate_forward_time: 24.5103187561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1949062347
validation[          , genome 18412] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       359.26440, best error:       339.30939 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 367.9086608887s, input_fired_time: 7.4730043411, output_fired_time: 5.4853320122, propagate_forward_time: 128.1196289063, propagate_backward_time: 219.5799255371, weight_update_time: 0.3894366622, other_time: 7.2507934570
epoch time: 26.5627174377s, input_fired_time: 0.7872208357, output_fired_time: 0.0000000000, propagate_forward_time: 24.5811710358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1943264008
validation[          , genome 18412] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       357.52869, best error:       339.30939 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 367.0481567383s, input_fired_time: 7.3717184067, output_fired_time: 5.4748768806, propagate_forward_time: 127.9876556396, propagate_backward_time: 218.9964294434, weight_update_time: 0.3797590137, other_time: 7.2174835205
epoch time: 27.8989944458s, input_fired_time: 0.8517880440, output_fired_time: 0.0000000000, propagate_forward_time: 25.7063274384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3408794403
validation[          , genome 18412] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       371.54285, best error:       339.30939 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 367.2471618652s, input_fired_time: 7.4412465096, output_fired_time: 5.5068268776, propagate_forward_time: 127.8312072754, propagate_backward_time: 219.0951690674, weight_update_time: 0.3824858665, other_time: 7.3726959229
epoch time: 26.5039539337s, input_fired_time: 0.7800734639, output_fired_time: 0.0000000000, propagate_forward_time: 24.5243873596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1994934082
validation[          , genome 18412] predictions:    9898/  10000 (98.98%), best:    9891/10000 (98.91%), error:       345.99390, best error:       339.30939 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 362.8380432129s, input_fired_time: 7.2673649788, output_fired_time: 5.4223384857, propagate_forward_time: 126.2985992432, propagate_backward_time: 216.8379516602, weight_update_time: 0.3743023872, other_time: 7.0117950439
epoch time: 27.6550426483s, input_fired_time: 0.8432880044, output_fired_time: 0.0000000000, propagate_forward_time: 25.4130687714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3986854553
validation[          , genome 18412] predictions:    9895/  10000 (98.95%), best:    9891/10000 (98.91%), error:       360.13272, best error:       339.30939 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 363.5179748535s, input_fired_time: 7.3337574005, output_fired_time: 5.4385209084, propagate_forward_time: 126.6860733032, propagate_backward_time: 216.9173126221, weight_update_time: 0.3791288733, other_time: 7.1423187256
epoch time: 26.5232467651s, input_fired_time: 0.7931834459, output_fired_time: 0.0000000000, propagate_forward_time: 24.5487976074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1812648773
validation[          , genome 18412] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       324.71335, best error:       324.71335 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 359.7554321289s, input_fired_time: 7.2276253700, output_fired_time: 5.3760166168, propagate_forward_time: 125.2700119019, propagate_backward_time: 214.9317626953, weight_update_time: 0.3737708330, other_time: 6.9500122070
epoch time: 29.9298839569s, input_fired_time: 0.9419397116, output_fired_time: 0.0000000000, propagate_forward_time: 27.4399452209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5479984283
validation[          , genome 18412] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       340.42505, best error:       324.71335 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 377.8625793457s, input_fired_time: 7.8183579445, output_fired_time: 5.7362408638, propagate_forward_time: 131.3584899902, propagate_backward_time: 225.1804351807, weight_update_time: 0.3903786838, other_time: 7.7690582275
epoch time: 31.3078937531s, input_fired_time: 1.0020909309, output_fired_time: 0.0000000000, propagate_forward_time: 28.6089534760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6968498230
validation[          , genome 18412] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       350.07559, best error:       324.71335 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 364.9209899902s, input_fired_time: 7.3784527779, output_fired_time: 5.4404416084, propagate_forward_time: 127.3037567139, propagate_backward_time: 217.8006896973, weight_update_time: 0.3811876774, other_time: 6.9976654053
epoch time: 26.3664360046s, input_fired_time: 0.7762200832, output_fired_time: 0.0000000000, propagate_forward_time: 24.4033851624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1868305206
validation[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       328.44315, best error:       324.71335 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 365.5667419434s, input_fired_time: 7.3788142204, output_fired_time: 5.4696245193, propagate_forward_time: 127.2839889526, propagate_backward_time: 218.3147888184, weight_update_time: 0.3800594807, other_time: 7.1195068359
epoch time: 26.3817443848s, input_fired_time: 0.7812823653, output_fired_time: 0.0000000000, propagate_forward_time: 24.4218769073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1785850525
validation[          , genome 18412] predictions:    9904/  10000 (99.04%), best:    9900/10000 (99.00%), error:       328.54715, best error:       324.71335 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 354.2621765137s, input_fired_time: 6.9569387436, output_fired_time: 5.2926268578, propagate_forward_time: 123.3118057251, propagate_backward_time: 212.0912628174, weight_update_time: 0.3642837405, other_time: 6.6095428467
epoch time: 27.1570682526s, input_fired_time: 0.7914306521, output_fired_time: 0.0000000000, propagate_forward_time: 25.1254444122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2401924133
validation[          , genome 18412] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       357.13773, best error:       324.71335 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 385.5729370117s, input_fired_time: 7.8559865952, output_fired_time: 5.6893181801, propagate_forward_time: 134.4451904297, propagate_backward_time: 229.7799530029, weight_update_time: 0.3940130174, other_time: 7.8024749756
epoch time: 28.5324287415s, input_fired_time: 0.8431437612, output_fired_time: 0.0000000000, propagate_forward_time: 26.3758525848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3134326935
validation[          , genome 18412] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       326.93604, best error:       324.71335 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 361.3651428223s, input_fired_time: 7.2079100609, output_fired_time: 5.3951478004, propagate_forward_time: 126.0477981567, propagate_backward_time: 215.7351989746, weight_update_time: 0.3717562556, other_time: 6.9790954590
epoch time: 27.6272468567s, input_fired_time: 0.8397930861, output_fired_time: 0.0000000000, propagate_forward_time: 25.4829521179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3045024872
validation[          , genome 18412] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       322.41183, best error:       322.41183 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 358.9702758789s, input_fired_time: 7.1522364616, output_fired_time: 5.3340754509, propagate_forward_time: 125.1306991577, propagate_backward_time: 214.5104370117, weight_update_time: 0.3697315753, other_time: 6.8428344727
epoch time: 27.1989269257s, input_fired_time: 0.8208962083, output_fired_time: 0.0000000000, propagate_forward_time: 25.1196308136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2583999634
validation[          , genome 18412] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       318.62042, best error:       318.62042 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 369.7124328613s, input_fired_time: 7.6743874550, output_fired_time: 5.5083589554, propagate_forward_time: 128.7071685791, propagate_backward_time: 220.1455688477, weight_update_time: 0.3868760467, other_time: 7.6769561768
epoch time: 28.1715164185s, input_fired_time: 0.8548849225, output_fired_time: 0.0000000000, propagate_forward_time: 26.0217380524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2948932648
validation[          , genome 18412] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       305.71188, best error:       305.71188 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 358.8134460449s, input_fired_time: 7.0757246017, output_fired_time: 5.3475699425, propagate_forward_time: 125.0650482178, propagate_backward_time: 214.6355590820, weight_update_time: 0.3673052490, other_time: 6.6895599365
epoch time: 26.5510101318s, input_fired_time: 0.7883421183, output_fired_time: 0.0000000000, propagate_forward_time: 24.5757408142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1869277954
validation[          , genome 18412] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       313.18707, best error:       305.71188 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 355.3042297363s, input_fired_time: 7.0432105064, output_fired_time: 5.2822475433, propagate_forward_time: 123.7663345337, propagate_backward_time: 212.3635253906, weight_update_time: 0.3689717352, other_time: 6.8489074707
epoch time: 26.5805835724s, input_fired_time: 0.7862635255, output_fired_time: 0.0000000000, propagate_forward_time: 24.5983715057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1959476471
validation[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       333.47931, best error:       305.71188 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 352.4159240723s, input_fired_time: 6.8319334984, output_fired_time: 5.2405095100, propagate_forward_time: 122.7600402832, propagate_backward_time: 211.0848846436, weight_update_time: 0.3586638570, other_time: 6.4985504150
epoch time: 27.0721950531s, input_fired_time: 0.8081374168, output_fired_time: 0.0000000000, propagate_forward_time: 24.9691295624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2949275970
validation[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       328.68378, best error:       305.71188 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 367.9470825195s, input_fired_time: 7.4381780624, output_fired_time: 5.4885959625, propagate_forward_time: 128.1042785645, propagate_backward_time: 219.6565093994, weight_update_time: 0.3880221844, other_time: 7.2595367432
epoch time: 26.7508487701s, input_fired_time: 0.7857378125, output_fired_time: 0.0000000000, propagate_forward_time: 24.7621688843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2029418945
validation[          , genome 18412] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       361.00504, best error:       305.71188 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 353.1017761230s, input_fired_time: 6.9709868431, output_fired_time: 5.2646594048, propagate_forward_time: 123.0371093750, propagate_backward_time: 211.0904846191, weight_update_time: 0.3658126891, other_time: 6.7385559082
epoch time: 26.6293697357s, input_fired_time: 0.7835252285, output_fired_time: 0.0000000000, propagate_forward_time: 24.6266689301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2191753387
validation[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       329.59445, best error:       305.71188 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 352.3606567383s, input_fired_time: 6.9111375809, output_fired_time: 5.2931790352, propagate_forward_time: 122.7784347534, propagate_backward_time: 210.8662261963, weight_update_time: 0.3608806431, other_time: 6.5116729736
epoch time: 26.7649154663s, input_fired_time: 0.8011637926, output_fired_time: 0.0000000000, propagate_forward_time: 24.6647396088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2990112305
validation[          , genome 18412] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       326.17764, best error:       305.71188 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 355.4512634277s, input_fired_time: 7.0988616943, output_fired_time: 5.3024973869, propagate_forward_time: 123.8435745239, propagate_backward_time: 212.2882995605, weight_update_time: 0.3691954613, other_time: 6.9180603027
epoch time: 26.6754722595s, input_fired_time: 0.7905808687, output_fired_time: 0.0000000000, propagate_forward_time: 24.6387767792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2461147308
validation[          , genome 18412] predictions:    9914/  10000 (99.14%), best:    9906/10000 (99.06%), error:       305.95102, best error:       305.71188 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 355.6788635254s, input_fired_time: 7.0780830383, output_fired_time: 5.3160724640, propagate_forward_time: 123.8333511353, propagate_backward_time: 212.5735778809, weight_update_time: 0.3670832813, other_time: 6.8777770996
epoch time: 27.6131954193s, input_fired_time: 0.8430908918, output_fired_time: 0.0000000000, propagate_forward_time: 25.3502864838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4198188782
validation[          , genome 18412] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       334.38190, best error:       305.71188 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 352.6848144531s, input_fired_time: 6.9583749771, output_fired_time: 5.2588338852, propagate_forward_time: 122.9349365234, propagate_backward_time: 210.8312225342, weight_update_time: 0.3662123084, other_time: 6.7014617920
epoch time: 26.4448680878s, input_fired_time: 0.7891125083, output_fired_time: 0.0000000000, propagate_forward_time: 24.4424133301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2133426666
validation[          , genome 18412] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       329.65015, best error:       305.71188 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 351.4488220215s, input_fired_time: 6.9469785690, output_fired_time: 5.2660298347, propagate_forward_time: 122.3351516724, propagate_backward_time: 210.3036041260, weight_update_time: 0.3644477725, other_time: 6.5970611572
epoch time: 26.5355663300s, input_fired_time: 0.7928634286, output_fired_time: 0.0000000000, propagate_forward_time: 24.4858722687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2568302155
validation[          , genome 18412] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       328.08771, best error:       305.71188 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 351.9631958008s, input_fired_time: 6.9781203270, output_fired_time: 5.2415661812, propagate_forward_time: 122.5686416626, propagate_backward_time: 210.3641815186, weight_update_time: 0.3693745136, other_time: 6.8106842041
epoch time: 26.5806922913s, input_fired_time: 0.7919331789, output_fired_time: 0.0000000000, propagate_forward_time: 24.5375118256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2512474060
validation[          , genome 18412] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       307.43750, best error:       305.71188 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 352.9043273926s, input_fired_time: 6.9796199799, output_fired_time: 5.2620005608, propagate_forward_time: 122.8968734741, propagate_backward_time: 211.0237731934, weight_update_time: 0.3662207723, other_time: 6.7420654297
epoch time: 26.9251384735s, input_fired_time: 0.8018969893, output_fired_time: 0.0000000000, propagate_forward_time: 24.8666362762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2566051483
validation[          , genome 18412] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       310.17944, best error:       305.71188 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 357.2888183594s, input_fired_time: 7.1419796944, output_fired_time: 5.3779535294, propagate_forward_time: 124.1852722168, propagate_backward_time: 213.4589843750, weight_update_time: 0.3747740090, other_time: 7.1246337891
epoch time: 26.7064609528s, input_fired_time: 0.8015080690, output_fired_time: 0.0000000000, propagate_forward_time: 24.6356735229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2692794800
validation[          , genome 18412] predictions:    9881/  10000 (98.81%), best:    9906/10000 (99.06%), error:       376.93073, best error:       305.71188 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 352.2325134277s, input_fired_time: 6.9726071358, output_fired_time: 5.2638869286, propagate_forward_time: 122.7089920044, propagate_backward_time: 210.4778137207, weight_update_time: 0.3657048643, other_time: 6.8092346191
epoch time: 26.4508495331s, input_fired_time: 0.7824628353, output_fired_time: 0.0000000000, propagate_forward_time: 24.4586429596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2097434998
validation[          , genome 18412] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       311.84515, best error:       305.71188 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 352.0009765625s, input_fired_time: 6.9531664848, output_fired_time: 5.2544326782, propagate_forward_time: 122.5161514282, propagate_backward_time: 210.4948120117, weight_update_time: 0.3664923310, other_time: 6.7824401855
epoch time: 26.6659259796s, input_fired_time: 0.8023646474, output_fired_time: 0.0000000000, propagate_forward_time: 24.5484104156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3151512146
validation[          , genome 18412] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       323.39050, best error:       305.71188 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 352.5622253418s, input_fired_time: 6.9315109253, output_fired_time: 5.2522578239, propagate_forward_time: 122.8137435913, propagate_backward_time: 210.8768310547, weight_update_time: 0.3636707962, other_time: 6.6878662109
epoch time: 26.4964141846s, input_fired_time: 0.7796413898, output_fired_time: 0.0000000000, propagate_forward_time: 24.5239200592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1928520203
validation[          , genome 18412] predictions:    9913/  10000 (99.13%), best:    9906/10000 (99.06%), error:       319.04596, best error:       305.71188 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 359.7931823730s, input_fired_time: 7.2508764267, output_fired_time: 5.4201536179, propagate_forward_time: 125.0092544556, propagate_backward_time: 214.9473876953, weight_update_time: 0.3734728992, other_time: 7.1654968262
epoch time: 27.7488098145s, input_fired_time: 0.8604558706, output_fired_time: 0.0000000000, propagate_forward_time: 25.3970050812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4913482666
validation[          , genome 18412] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       314.56006, best error:       305.71188 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 354.3115844727s, input_fired_time: 7.0338149071, output_fired_time: 5.2898077965, propagate_forward_time: 123.3217086792, propagate_backward_time: 211.8544616699, weight_update_time: 0.3663102090, other_time: 6.8117980957
epoch time: 26.3827705383s, input_fired_time: 0.7862841487, output_fired_time: 0.0000000000, propagate_forward_time: 24.4113998413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1850872040
validation[          , genome 18412] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       329.33966, best error:       305.71188 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 352.3494873047s, input_fired_time: 6.9817862511, output_fired_time: 5.2631883621, propagate_forward_time: 122.7967834473, propagate_backward_time: 210.5298919678, weight_update_time: 0.3647564948, other_time: 6.7778472900
epoch time: 26.4605884552s, input_fired_time: 0.7834414244, output_fired_time: 0.0000000000, propagate_forward_time: 24.4846477509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1924991608
validation[          , genome 18412] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       307.21494, best error:       305.71188 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 353.9388732910s, input_fired_time: 6.9923996925, output_fired_time: 5.2960581779, propagate_forward_time: 123.1982040405, propagate_backward_time: 211.5840454102, weight_update_time: 0.3821873069, other_time: 6.8681640625
epoch time: 26.9534454346s, input_fired_time: 0.8064432144, output_fired_time: 0.0000000000, propagate_forward_time: 24.8684959412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2785072327
validation[          , genome 18412] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       321.09164, best error:       305.71188 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 353.3815917969s, input_fired_time: 6.9557609558, output_fired_time: 5.2892408371, propagate_forward_time: 123.1757202148, propagate_backward_time: 211.3621673584, weight_update_time: 0.3618551195, other_time: 6.5987091064
epoch time: 26.6741657257s, input_fired_time: 0.7988563180, output_fired_time: 0.0000000000, propagate_forward_time: 24.6053848267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2699241638
validation[          , genome 18412] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       327.08884, best error:       305.71188 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 352.8294372559s, input_fired_time: 7.0025429726, output_fired_time: 5.2603611946, propagate_forward_time: 122.7708892822, propagate_backward_time: 210.9192962646, weight_update_time: 0.3767426014, other_time: 6.8763427734
epoch time: 26.7067184448s, input_fired_time: 0.8027998805, output_fired_time: 0.0000000000, propagate_forward_time: 24.5968303680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3070888519
validation[          , genome 18412] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       316.88763, best error:       305.71188 on epoch:    78, 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: 133.4502563477s, input_fired_time: 4.0010910034, output_fired_time: 0.0000000000, propagate_forward_time: 122.9179534912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5312042236
best training[          , genome 18412] predictions:   49992/  50000 (99.98%), best:    9906/10000 (99.06%), error:       200.42381, best error:       305.71188 on epoch:    78, 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: 27.1834468842s, input_fired_time: 0.8141733408, output_fired_time: 0.0000000000, propagate_forward_time: 25.0562114716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3130626678
   testing[          , genome 18412] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       304.82758, best error:       305.71188 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:35:22 (13092): called boinc_finish(0)

</stderr_txt>
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