Nameexact_genome_1512568488_44_7159_0
Workunit2607087
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:19:24 UTC
Report deadline22 Dec 2017, 22:28:25 UTC
Received8 Dec 2017, 16:25:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time5 hours 51 min 40 sec
CPU time5 hours 51 min 40 sec
Validate stateValid
Credit3,730.73
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.71 MB
Peak swap size155.36 MB
Peak disk usage1.46 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
58s, input_fired_time: 0.2638199329, output_fired_time: 0.0000000000, propagate_forward_time: 14.8417949677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5879707336
validation[          , genome  7159] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       674.18225, best error:       674.18225 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 195.6756591797s, input_fired_time: 2.3596329689, output_fired_time: 1.6215906143, propagate_forward_time: 75.3799743652, propagate_backward_time: 112.9407196045, weight_update_time: 0.1613371223, other_time: 3.3737335205
epoch time: 16.1777744293s, input_fired_time: 0.2687842250, output_fired_time: 0.0000000000, propagate_forward_time: 15.2927532196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162366867
validation[          , genome  7159] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       701.92786, best error:       674.18225 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 206.4461364746s, input_fired_time: 2.4531507492, output_fired_time: 1.6823832989, propagate_forward_time: 79.8272018433, propagate_backward_time: 119.0109024048, weight_update_time: 0.1681725383, other_time: 3.4724884033
epoch time: 14.5506153107s, input_fired_time: 0.2469107211, output_fired_time: 0.0000000000, propagate_forward_time: 13.7397994995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639047623
validation[          , genome  7159] predictions:    9771/  10000 (97.71%), best:    9806/10000 (98.06%), error:       749.15771, best error:       674.18225 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 180.9636535645s, input_fired_time: 2.2579910755, output_fired_time: 1.5221191645, propagate_forward_time: 69.3836135864, propagate_backward_time: 104.5916061401, weight_update_time: 0.1491481513, other_time: 3.2083129883
epoch time: 18.4535999298s, input_fired_time: 0.2918987870, output_fired_time: 0.0000000000, propagate_forward_time: 17.5023460388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593551636
validation[          , genome  7159] predictions:    9784/  10000 (97.84%), best:    9806/10000 (98.06%), error:       711.64496, best error:       674.18225 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 193.3455352783s, input_fired_time: 2.3454384804, output_fired_time: 1.6009550095, propagate_forward_time: 74.3925781250, propagate_backward_time: 111.6655273438, weight_update_time: 0.1591906250, other_time: 3.3410339355
epoch time: 14.2660665512s, input_fired_time: 0.2438739538, output_fired_time: 0.0000000000, propagate_forward_time: 13.4655714035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566215515
validation[          , genome  7159] predictions:    9790/  10000 (97.90%), best:    9806/10000 (98.06%), error:       716.40283, best error:       674.18225 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.4634246826s, input_fired_time: 2.2273917198, output_fired_time: 1.5120382309, propagate_forward_time: 67.9182052612, propagate_backward_time: 103.6713943481, weight_update_time: 0.1512929499, other_time: 3.1343994141
epoch time: 19.0784931183s, input_fired_time: 0.3046459854, output_fired_time: 0.0000000000, propagate_forward_time: 18.0822639465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915836334
validation[          , genome  7159] predictions:    9777/  10000 (97.77%), best:    9806/10000 (98.06%), error:       734.79834, best error:       674.18225 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 188.2836608887s, input_fired_time: 2.3149647713, output_fired_time: 1.5690138340, propagate_forward_time: 72.3206100464, propagate_backward_time: 108.7678680420, weight_update_time: 0.1520933658, other_time: 3.3111953735
epoch time: 17.4287281036s, input_fired_time: 0.2777785063, output_fired_time: 0.0000000000, propagate_forward_time: 16.5199127197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310367584
validation[          , genome  7159] predictions:    9759/  10000 (97.59%), best:    9806/10000 (98.06%), error:       783.59509, best error:       674.18225 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 191.3578186035s, input_fired_time: 2.3264663219, output_fired_time: 1.5836386681, propagate_forward_time: 73.7229995728, propagate_backward_time: 110.4564743042, weight_update_time: 0.1576095819, other_time: 3.2682495117
epoch time: 18.3785800934s, input_fired_time: 0.2882280350, output_fired_time: 0.0000000000, propagate_forward_time: 17.4298248291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605262756
validation[          , genome  7159] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       786.86871, best error:       674.18225 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 191.2723693848s, input_fired_time: 2.3115575314, output_fired_time: 1.5903221369, propagate_forward_time: 73.5205535889, propagate_backward_time: 110.5740356445, weight_update_time: 0.1529180557, other_time: 3.2759094238
epoch time: 14.8191013336s, input_fired_time: 0.2456924617, output_fired_time: 0.0000000000, propagate_forward_time: 14.0036563873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697526932
validation[          , genome  7159] predictions:    9778/  10000 (97.78%), best:    9806/10000 (98.06%), error:       723.70984, best error:       674.18225 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 196.1428527832s, input_fired_time: 2.3287596703, output_fired_time: 1.6042100191, propagate_forward_time: 75.5292129517, propagate_backward_time: 113.3448867798, weight_update_time: 0.1557076275, other_time: 3.3357696533
epoch time: 14.4795103073s, input_fired_time: 0.2397289723, output_fired_time: 0.0000000000, propagate_forward_time: 13.6897621155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500192642
validation[          , genome  7159] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       651.40485, best error:       651.40485 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 192.2273712158s, input_fired_time: 2.3262040615, output_fired_time: 1.5835821629, propagate_forward_time: 74.0653152466, propagate_backward_time: 110.9869613647, weight_update_time: 0.1515318900, other_time: 3.2653045654
epoch time: 14.0371274948s, input_fired_time: 0.2391795367, output_fired_time: 0.0000000000, propagate_forward_time: 13.2557649612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421829224
validation[          , genome  7159] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       697.18311, best error:       651.40485 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 192.1250000000s, input_fired_time: 2.3429746628, output_fired_time: 1.6032848358, propagate_forward_time: 73.6997604370, propagate_backward_time: 111.0961303711, weight_update_time: 0.1576721668, other_time: 3.3828506470
epoch time: 15.5275049210s, input_fired_time: 0.2564163506, output_fired_time: 0.0000000000, propagate_forward_time: 14.6893901825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816984177
validation[          , genome  7159] predictions:    9783/  10000 (97.83%), best:    9794/10000 (97.94%), error:       716.30261, best error:       651.40485 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 187.6153869629s, input_fired_time: 2.2724556923, output_fired_time: 1.5419378281, propagate_forward_time: 72.2332763672, propagate_backward_time: 108.3834762573, weight_update_time: 0.1478947550, other_time: 3.1842422485
epoch time: 13.2360773087s, input_fired_time: 0.2394351214, output_fired_time: 0.0000000000, propagate_forward_time: 12.4380664825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585756302
validation[          , genome  7159] predictions:    9797/  10000 (97.97%), best:    9794/10000 (97.94%), error:       713.91901, best error:       651.40485 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 182.6652374268s, input_fired_time: 2.2469515800, output_fired_time: 1.5234264135, propagate_forward_time: 70.2879028320, propagate_backward_time: 105.4419174194, weight_update_time: 0.1459828615, other_time: 3.1650466919
epoch time: 15.3605384827s, input_fired_time: 0.2512324452, output_fired_time: 0.0000000000, propagate_forward_time: 14.5271682739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5821380615
validation[          , genome  7159] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       728.26172, best error:       651.40485 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 199.8497161865s, input_fired_time: 2.3556692600, output_fired_time: 1.6401964426, propagate_forward_time: 77.0328292847, propagate_backward_time: 115.4754943848, weight_update_time: 0.1566591114, other_time: 3.3455276489
epoch time: 18.9374179840s, input_fired_time: 0.2924253345, output_fired_time: 0.0000000000, propagate_forward_time: 17.9594306946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6855621338
validation[          , genome  7159] predictions:    9792/  10000 (97.92%), best:    9794/10000 (97.94%), error:       693.56061, best error:       651.40485 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 200.8600311279s, input_fired_time: 2.3812162876, output_fired_time: 1.6598980427, propagate_forward_time: 77.4804000854, propagate_backward_time: 115.9716567993, weight_update_time: 0.1576120853, other_time: 3.3668670654
epoch time: 18.3832454681s, input_fired_time: 0.2853962481, output_fired_time: 0.0000000000, propagate_forward_time: 17.4472007751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6506481171
validation[          , genome  7159] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       725.35168, best error:       651.40485 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 181.7926025391s, input_fired_time: 2.2158656120, output_fired_time: 1.5221571922, propagate_forward_time: 69.8796463013, propagate_backward_time: 105.0349731445, weight_update_time: 0.1459131390, other_time: 3.1399612427
epoch time: 15.1544666290s, input_fired_time: 0.2514679432, output_fired_time: 0.0000000000, propagate_forward_time: 14.3257465363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772523880
validation[          , genome  7159] predictions:    9785/  10000 (97.85%), best:    9794/10000 (97.94%), error:       660.89331, best error:       651.40485 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 192.2988433838s, input_fired_time: 2.3300058842, output_fired_time: 1.5928101540, propagate_forward_time: 73.8943328857, propagate_backward_time: 111.1262512207, weight_update_time: 0.1566703618, other_time: 3.3554534912
epoch time: 15.2670602798s, input_fired_time: 0.2516473234, output_fired_time: 0.0000000000, propagate_forward_time: 14.4440898895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713233948
validation[          , genome  7159] predictions:    9743/  10000 (97.43%), best:    9794/10000 (97.94%), error:       813.03314, best error:       651.40485 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 184.9700775146s, input_fired_time: 2.3051488400, output_fired_time: 1.5293955803, propagate_forward_time: 71.3136062622, propagate_backward_time: 106.5138397217, weight_update_time: 0.1527018547, other_time: 3.3080978394
epoch time: 14.2494621277s, input_fired_time: 0.2453919202, output_fired_time: 0.0000000000, propagate_forward_time: 13.4525833130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514869690
validation[          , genome  7159] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       655.14441, best error:       651.40485 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 205.0018310547s, input_fired_time: 2.4058325291, output_fired_time: 1.6887463331, propagate_forward_time: 78.6802368164, propagate_backward_time: 118.7785491943, weight_update_time: 0.1637642682, other_time: 3.4484558105
epoch time: 14.3651504517s, input_fired_time: 0.2430548817, output_fired_time: 0.0000000000, propagate_forward_time: 13.5649328232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571622849
validation[          , genome  7159] predictions:    9748/  10000 (97.48%), best:    9794/10000 (97.94%), error:       788.73029, best error:       651.40485 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 190.5949249268s, input_fired_time: 2.2915251255, output_fired_time: 1.5655516386, propagate_forward_time: 73.3702545166, propagate_backward_time: 110.1074066162, weight_update_time: 0.1514149308, other_time: 3.2601928711
epoch time: 15.3542041779s, input_fired_time: 0.2625859082, output_fired_time: 0.0000000000, propagate_forward_time: 14.5001296997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914888382
validation[          , genome  7159] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       693.00195, best error:       651.40485 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 201.2713012695s, input_fired_time: 2.3774199486, output_fired_time: 1.6574060917, propagate_forward_time: 77.0916824341, propagate_backward_time: 116.7092056274, weight_update_time: 0.1603498161, other_time: 3.4355773926
epoch time: 14.6505250931s, input_fired_time: 0.2479376495, output_fired_time: 0.0000000000, propagate_forward_time: 13.8288116455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737762451
validation[          , genome  7159] predictions:    9798/  10000 (97.98%), best:    9794/10000 (97.94%), error:       662.78650, best error:       651.40485 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 195.7032775879s, input_fired_time: 2.3479292393, output_fired_time: 1.6049988270, propagate_forward_time: 75.3255538940, propagate_backward_time: 113.0794296265, weight_update_time: 0.1562952399, other_time: 3.3453674316
epoch time: 18.5515785217s, input_fired_time: 0.2934088707, output_fired_time: 0.0000000000, propagate_forward_time: 17.5990161896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591529846
validation[          , genome  7159] predictions:    9789/  10000 (97.89%), best:    9794/10000 (97.94%), error:       694.06226, best error:       651.40485 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 189.3790130615s, input_fired_time: 2.3464124203, output_fired_time: 1.5735905170, propagate_forward_time: 72.7421417236, propagate_backward_time: 109.3920516968, weight_update_time: 0.1553584337, other_time: 3.3248214722
epoch time: 19.1440887451s, input_fired_time: 0.2990970314, output_fired_time: 0.0000000000, propagate_forward_time: 18.1674327850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775588989
validation[          , genome  7159] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       644.67212, best error:       644.67212 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 196.7804260254s, input_fired_time: 2.3932039738, output_fired_time: 1.6365936995, propagate_forward_time: 75.6810989380, propagate_backward_time: 113.6592483521, weight_update_time: 0.1596863717, other_time: 3.4102783203
epoch time: 15.8175106049s, input_fired_time: 0.2708166242, output_fired_time: 0.0000000000, propagate_forward_time: 14.9355974197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110963821
validation[          , genome  7159] predictions:    9782/  10000 (97.82%), best:    9797/10000 (97.97%), error:       689.25848, best error:       644.67212 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 180.6617584229s, input_fired_time: 2.3255920410, output_fired_time: 1.5262782574, propagate_forward_time: 68.9450607300, propagate_backward_time: 104.5086288452, weight_update_time: 0.1552848816, other_time: 3.3562011719
epoch time: 12.9720916748s, input_fired_time: 0.2467443198, output_fired_time: 0.0000000000, propagate_forward_time: 12.1684770584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568704605
validation[          , genome  7159] predictions:    9803/  10000 (98.03%), best:    9797/10000 (97.97%), error:       666.15747, best error:       644.67212 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 182.7538452148s, input_fired_time: 2.3203442097, output_fired_time: 1.5390946865, propagate_forward_time: 69.9241714478, propagate_backward_time: 105.6676940918, weight_update_time: 0.1522836387, other_time: 3.3025436401
epoch time: 15.5770664215s, input_fired_time: 0.2594058514, output_fired_time: 0.0000000000, propagate_forward_time: 14.7328958511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847644806
validation[          , genome  7159] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       724.81305, best error:       644.67212 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 188.8639678955s, input_fired_time: 2.3208668232, output_fired_time: 1.5573662519, propagate_forward_time: 72.7452926636, propagate_backward_time: 108.9749832153, weight_update_time: 0.1498120278, other_time: 3.2654571533
epoch time: 15.1631774902s, input_fired_time: 0.2580777705, output_fired_time: 0.0000000000, propagate_forward_time: 14.3159160614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891838074
validation[          , genome  7159] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       602.01953, best error:       602.01953 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 211.7383728027s, input_fired_time: 2.4777102470, output_fired_time: 1.7182947397, propagate_forward_time: 81.7430038452, propagate_backward_time: 122.2649536133, weight_update_time: 0.1675593108, other_time: 3.5344161987
epoch time: 17.7037944794s, input_fired_time: 0.2853303552, output_fired_time: 0.0000000000, propagate_forward_time: 16.7747268677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437377930
validation[          , genome  7159] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       623.36938, best error:       602.01953 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 190.4868164062s, input_fired_time: 2.3302829266, output_fired_time: 1.5848057270, propagate_forward_time: 72.8137207031, propagate_backward_time: 110.4268722534, weight_update_time: 0.1551871449, other_time: 3.3311386108
epoch time: 19.1518840790s, input_fired_time: 0.3098892272, output_fired_time: 0.0000000000, propagate_forward_time: 18.1554889679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865062714
validation[          , genome  7159] predictions:    9799/  10000 (97.99%), best:    9814/10000 (98.14%), error:       662.83728, best error:       602.01953 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 193.8774566650s, input_fired_time: 2.3585722446, output_fired_time: 1.5983302593, propagate_forward_time: 74.4024200439, propagate_backward_time: 112.1695098877, weight_update_time: 0.1553874910, other_time: 3.3486328125
epoch time: 17.4921665192s, input_fired_time: 0.2970683873, output_fired_time: 0.0000000000, propagate_forward_time: 16.5442276001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508712769
validation[          , genome  7159] predictions:    9763/  10000 (97.63%), best:    9814/10000 (98.14%), error:       770.70874, best error:       602.01953 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 184.0779266357s, input_fired_time: 2.3423826694, output_fired_time: 1.5509827137, propagate_forward_time: 70.5544815063, propagate_backward_time: 106.2985458374, weight_update_time: 0.1551292986, other_time: 3.3315429688
epoch time: 13.3594369888s, input_fired_time: 0.2478882074, output_fired_time: 0.0000000000, propagate_forward_time: 12.5524063110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591421127
validation[          , genome  7159] predictions:    9796/  10000 (97.96%), best:    9814/10000 (98.14%), error:       658.38489, best error:       602.01953 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 189.2556152344s, input_fired_time: 2.3452899456, output_fired_time: 1.5849657059, propagate_forward_time: 72.5265960693, propagate_backward_time: 109.4539947510, weight_update_time: 0.1558617800, other_time: 3.3447723389
epoch time: 15.8076143265s, input_fired_time: 0.2730283141, output_fired_time: 0.0000000000, propagate_forward_time: 14.9311809540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034049988
validation[          , genome  7159] predictions:    9787/  10000 (97.87%), best:    9814/10000 (98.14%), error:       707.12445, best error:       602.01953 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 200.1186218262s, input_fired_time: 2.4071581364, output_fired_time: 1.6459678411, propagate_forward_time: 76.9437484741, propagate_backward_time: 115.7345046997, weight_update_time: 0.1595863402, other_time: 3.3872375488
epoch time: 16.6995906830s, input_fired_time: 0.2869524658, output_fired_time: 0.0000000000, propagate_forward_time: 15.7694253922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432123184
validation[          , genome  7159] predictions:    9805/  10000 (98.05%), best:    9814/10000 (98.14%), error:       617.11914, best error:       602.01953 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 206.7887573242s, input_fired_time: 2.4574549198, output_fired_time: 1.6933811903, propagate_forward_time: 79.8905792236, propagate_backward_time: 119.2860183716, weight_update_time: 0.1629579514, other_time: 3.4613265991
epoch time: 14.7489194870s, input_fired_time: 0.2541005909, output_fired_time: 0.0000000000, propagate_forward_time: 13.9183635712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764551163
validation[          , genome  7159] predictions:    9794/  10000 (97.94%), best:    9814/10000 (98.14%), error:       705.34741, best error:       602.01953 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 184.7691192627s, input_fired_time: 2.2851228714, output_fired_time: 1.5345485210, propagate_forward_time: 70.5040512085, propagate_backward_time: 107.2595825195, weight_update_time: 0.1468821317, other_time: 3.1858139038
epoch time: 14.7271289825s, input_fired_time: 0.2548192143, output_fired_time: 0.0000000000, propagate_forward_time: 13.9131240845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591859818
validation[          , genome  7159] predictions:    9777/  10000 (97.77%), best:    9814/10000 (98.14%), error:       717.46918, best error:       602.01953 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 180.3868103027s, input_fired_time: 2.2432165146, output_fired_time: 1.5191746950, propagate_forward_time: 69.0373001099, propagate_backward_time: 104.4501342773, weight_update_time: 0.1455183476, other_time: 3.1369857788
epoch time: 14.6498832703s, input_fired_time: 0.2499813586, output_fired_time: 0.0000000000, propagate_forward_time: 13.8481168747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517854691
validation[          , genome  7159] predictions:    9804/  10000 (98.04%), best:    9814/10000 (98.14%), error:       686.04919, best error:       602.01953 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 183.1263732910s, input_fired_time: 2.2733104229, output_fired_time: 1.5166290998, propagate_forward_time: 70.5878295898, propagate_backward_time: 105.6230316162, weight_update_time: 0.1458111405, other_time: 3.1255645752
epoch time: 18.9380035400s, input_fired_time: 0.2978588939, output_fired_time: 0.0000000000, propagate_forward_time: 17.9724197388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677246094
validation[          , genome  7159] predictions:    9816/  10000 (98.16%), best:    9816/10000 (98.16%), error:       601.25513, best error:       601.25513 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 179.6698455811s, input_fired_time: 2.3076732159, output_fired_time: 1.5116568804, propagate_forward_time: 68.5626144409, propagate_backward_time: 103.9914093018, weight_update_time: 0.1532456577, other_time: 3.2964859009
epoch time: 13.4388809204s, input_fired_time: 0.2499378026, output_fired_time: 0.0000000000, propagate_forward_time: 12.6373605728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515823364
validation[          , genome  7159] predictions:    9767/  10000 (97.67%), best:    9816/10000 (98.16%), error:       767.30688, best error:       601.25513 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 186.9170989990s, input_fired_time: 2.3236064911, output_fired_time: 1.5493502617, propagate_forward_time: 71.9808807373, propagate_backward_time: 107.8504714966, weight_update_time: 0.1489979029, other_time: 3.2127914429
epoch time: 15.6777563095s, input_fired_time: 0.2652570307, output_fired_time: 0.0000000000, propagate_forward_time: 14.8208751678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916242599
validation[          , genome  7159] predictions:    9795/  10000 (97.95%), best:    9816/10000 (98.16%), error:       674.32886, best error:       601.25513 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 186.2435607910s, input_fired_time: 2.3208467960, output_fired_time: 1.5511938334, propagate_forward_time: 71.7772979736, propagate_backward_time: 107.3585205078, weight_update_time: 0.1494827121, other_time: 3.2357025146
epoch time: 14.6013154984s, input_fired_time: 0.2525326908, output_fired_time: 0.0000000000, propagate_forward_time: 13.7909145355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578680038
validation[          , genome  7159] predictions:    9796/  10000 (97.96%), best:    9816/10000 (98.16%), error:       662.14728, best error:       601.25513 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 181.7622222900s, input_fired_time: 2.2737486362, output_fired_time: 1.5182923079, propagate_forward_time: 69.9918670654, propagate_backward_time: 104.8234481812, weight_update_time: 0.1450181007, other_time: 3.1548690796
epoch time: 14.5195932388s, input_fired_time: 0.2504818738, output_fired_time: 0.0000000000, propagate_forward_time: 13.6952810287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738306046
validation[          , genome  7159] predictions:    9781/  10000 (97.81%), best:    9816/10000 (98.16%), error:       708.25043, best error:       601.25513 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 189.5552062988s, input_fired_time: 2.3327164650, output_fired_time: 1.5762547255, propagate_forward_time: 72.6072769165, propagate_backward_time: 109.7468338013, weight_update_time: 0.1516196877, other_time: 3.2921295166
epoch time: 16.6199398041s, input_fired_time: 0.2789241374, output_fired_time: 0.0000000000, propagate_forward_time: 15.7254104614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156044006
validation[          , genome  7159] predictions:    9804/  10000 (98.04%), best:    9816/10000 (98.16%), error:       657.44513, best error:       601.25513 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 206.9523620605s, input_fired_time: 2.4763374329, output_fired_time: 1.6973940134, propagate_forward_time: 79.9739913940, propagate_backward_time: 119.3203887939, weight_update_time: 0.1642919928, other_time: 3.4842605591
epoch time: 18.1721649170s, input_fired_time: 0.3027179539, output_fired_time: 0.0000000000, propagate_forward_time: 17.2056846619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637630463
validation[          , genome  7159] predictions:    9802/  10000 (98.02%), best:    9816/10000 (98.16%), error:       653.90936, best error:       601.25513 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 193.9843750000s, input_fired_time: 2.4165542126, output_fired_time: 1.6153143644, propagate_forward_time: 74.5007781982, propagate_backward_time: 112.0377120972, weight_update_time: 0.1590685844, other_time: 3.4140243530
epoch time: 15.1575918198s, input_fired_time: 0.2734896541, output_fired_time: 0.0000000000, propagate_forward_time: 14.2994785309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846233368
validation[          , genome  7159] predictions:    9810/  10000 (98.10%), best:    9816/10000 (98.16%), error:       635.41089, best error:       601.25513 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 183.8068542480s, input_fired_time: 2.3106393814, output_fired_time: 1.5499712229, propagate_forward_time: 70.5398178101, propagate_backward_time: 106.1954574585, weight_update_time: 0.1484286189, other_time: 3.2109680176
epoch time: 14.3064470291s, input_fired_time: 0.2502761185, output_fired_time: 0.0000000000, propagate_forward_time: 13.5132827759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428876877
validation[          , genome  7159] predictions:    9807/  10000 (98.07%), best:    9816/10000 (98.16%), error:       611.68085, best error:       601.25513 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 183.5781860352s, input_fired_time: 2.3106031418, output_fired_time: 1.5322706699, propagate_forward_time: 70.5448989868, propagate_backward_time: 105.9277496338, weight_update_time: 0.1515716761, other_time: 3.2626571655
epoch time: 17.1764354706s, input_fired_time: 0.2858190536, output_fired_time: 0.0000000000, propagate_forward_time: 16.2565994263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340179443
validation[          , genome  7159] predictions:    9758/  10000 (97.58%), best:    9816/10000 (98.16%), error:       785.09827, best error:       601.25513 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.9111022949s, input_fired_time: 2.3737733364, output_fired_time: 1.5818390846, propagate_forward_time: 72.9263229370, propagate_backward_time: 109.6212692261, weight_update_time: 0.1575133204, other_time: 3.4078979492
epoch time: 18.8715763092s, input_fired_time: 0.3018707335, output_fired_time: 0.0000000000, propagate_forward_time: 17.9051876068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6645183563
validation[          , genome  7159] predictions:    9807/  10000 (98.07%), best:    9816/10000 (98.16%), error:       667.84479, best error:       601.25513 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 197.7846679688s, input_fired_time: 2.4006252289, output_fired_time: 1.6272270679, propagate_forward_time: 76.3034973145, propagate_backward_time: 114.0910415649, weight_update_time: 0.1572406739, other_time: 3.3622817993
epoch time: 14.9816036224s, input_fired_time: 0.2583789229, output_fired_time: 0.0000000000, propagate_forward_time: 14.1506013870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726232529
validation[          , genome  7159] predictions:    9791/  10000 (97.91%), best:    9816/10000 (98.16%), error:       675.41211, best error:       601.25513 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 195.6770324707s, input_fired_time: 2.3696150780, output_fired_time: 1.6169445515, propagate_forward_time: 75.0944366455, propagate_backward_time: 113.2924499512, weight_update_time: 0.1537961364, other_time: 3.3035888672
epoch time: 14.5225019455s, input_fired_time: 0.2520670593, output_fired_time: 0.0000000000, propagate_forward_time: 13.7186517715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517835617
validation[          , genome  7159] predictions:    9760/  10000 (97.60%), best:    9816/10000 (98.16%), error:       705.48828, best error:       601.25513 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 189.2212219238s, input_fired_time: 2.3581125736, output_fired_time: 1.5762928724, propagate_forward_time: 72.6673660278, propagate_backward_time: 109.3247070312, weight_update_time: 0.1527444124, other_time: 3.2947463989
epoch time: 15.1573495865s, input_fired_time: 0.2741588354, output_fired_time: 0.0000000000, propagate_forward_time: 14.2885866165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946044922
validation[          , genome  7159] predictions:    9813/  10000 (98.13%), best:    9816/10000 (98.16%), error:       619.65924, best error:       601.25513 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 200.4178619385s, input_fired_time: 2.4739422798, output_fired_time: 1.6532702446, propagate_forward_time: 77.0174713135, propagate_backward_time: 115.7312698364, weight_update_time: 0.1712214202, other_time: 3.5419082642
epoch time: 13.2361392975s, input_fired_time: 0.2533049881, output_fired_time: 0.0000000000, propagate_forward_time: 12.4134426117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693912506
validation[          , genome  7159] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       588.20966, best error:       588.20966 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 184.7675018311s, input_fired_time: 2.3632438183, output_fired_time: 1.5489326715, propagate_forward_time: 70.7387237549, propagate_backward_time: 106.7430953979, weight_update_time: 0.1544249952, other_time: 3.3734970093
epoch time: 14.3428239822s, input_fired_time: 0.2497692704, output_fired_time: 0.0000000000, propagate_forward_time: 13.5432672501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497875214
validation[          , genome  7159] predictions:    9813/  10000 (98.13%), best:    9831/10000 (98.31%), error:       618.00201, best error:       588.20966 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 180.3571319580s, input_fired_time: 2.2787203789, output_fired_time: 1.4945688248, propagate_forward_time: 69.4440689087, propagate_backward_time: 104.0655670166, weight_update_time: 0.1408952773, other_time: 3.0742111206
epoch time: 14.2506885529s, input_fired_time: 0.2520354986, output_fired_time: 0.0000000000, propagate_forward_time: 13.4477109909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509424210
validation[          , genome  7159] predictions:    9771/  10000 (97.71%), best:    9831/10000 (98.31%), error:       718.05164, best error:       588.20966 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 207.1799468994s, input_fired_time: 2.4720134735, output_fired_time: 1.7023370266, propagate_forward_time: 79.6085891724, propagate_backward_time: 119.9147262573, weight_update_time: 0.1643156260, other_time: 3.4822845459
epoch time: 14.6033439636s, input_fired_time: 0.2542892992, output_fired_time: 0.0000000000, propagate_forward_time: 13.7886791229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603752136
validation[          , genome  7159] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       642.53241, best error:       588.20966 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 195.7944946289s, input_fired_time: 2.3728599548, output_fired_time: 1.6086801291, propagate_forward_time: 74.9046325684, propagate_backward_time: 113.5782318115, weight_update_time: 0.1551906914, other_time: 3.3300933838
epoch time: 15.9558115005s, input_fired_time: 0.2711451650, output_fired_time: 0.0000000000, propagate_forward_time: 15.0842761993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003904343
validation[          , genome  7159] predictions:    9822/  10000 (98.22%), best:    9831/10000 (98.31%), error:       605.78198, best error:       588.20966 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 189.2349243164s, input_fired_time: 2.3292472363, output_fired_time: 1.5681986809, propagate_forward_time: 72.5096206665, propagate_backward_time: 109.5724411011, weight_update_time: 0.1511637866, other_time: 3.2554168701
epoch time: 14.2555665970s, input_fired_time: 0.2476917356, output_fired_time: 0.0000000000, propagate_forward_time: 13.4534921646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543823242
validation[          , genome  7159] predictions:    9801/  10000 (98.01%), best:    9831/10000 (98.31%), error:       651.22266, best error:       588.20966 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 200.0271759033s, input_fired_time: 2.4037024975, output_fired_time: 1.6433789730, propagate_forward_time: 76.7574234009, propagate_backward_time: 115.8832168579, weight_update_time: 0.1570776552, other_time: 3.3394622803
epoch time: 15.5293722153s, input_fired_time: 0.2630922198, output_fired_time: 0.0000000000, propagate_forward_time: 14.6829538345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833263397
validation[          , genome  7159] predictions:    9807/  10000 (98.07%), best:    9831/10000 (98.31%), error:       678.02881, best error:       588.20966 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 203.8545684814s, input_fired_time: 2.4481918812, output_fired_time: 1.6749284267, propagate_forward_time: 78.4057312012, propagate_backward_time: 117.8897933960, weight_update_time: 0.1625521928, other_time: 3.4359207153
epoch time: 14.4654178619s, input_fired_time: 0.2519458830, output_fired_time: 0.0000000000, propagate_forward_time: 13.6625719070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509004593
validation[          , genome  7159] predictions:    9809/  10000 (98.09%), best:    9831/10000 (98.31%), error:       612.02673, best error:       588.20966 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 196.2120666504s, input_fired_time: 2.4055323601, output_fired_time: 1.6310416460, propagate_forward_time: 75.2024841309, propagate_backward_time: 113.6207809448, weight_update_time: 0.1571174115, other_time: 3.3522262573
epoch time: 16.2833881378s, input_fired_time: 0.2876378298, output_fired_time: 0.0000000000, propagate_forward_time: 15.3610076904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347427368
validation[          , genome  7159] predictions:    9810/  10000 (98.10%), best:    9831/10000 (98.31%), error:       640.32556, best error:       588.20966 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 184.2682495117s, input_fired_time: 2.3363733292, output_fired_time: 1.5389794111, propagate_forward_time: 71.0145263672, propagate_backward_time: 106.1301422119, weight_update_time: 0.1504529715, other_time: 3.2482147217
epoch time: 16.1685161591s, input_fired_time: 0.2841842473, output_fired_time: 0.0000000000, propagate_forward_time: 15.2570514679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272802353
validation[          , genome  7159] predictions:    9819/  10000 (98.19%), best:    9831/10000 (98.31%), error:       635.19391, best error:       588.20966 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.5730743408s, input_fired_time: 2.4100301266, output_fired_time: 1.6707675457, propagate_forward_time: 78.1530380249, propagate_backward_time: 116.9003906250, weight_update_time: 0.1612247974, other_time: 3.4388504028
epoch time: 18.2853088379s, input_fired_time: 0.2970346510, output_fired_time: 0.0000000000, propagate_forward_time: 17.3210926056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6671810150
validation[          , genome  7159] predictions:    9824/  10000 (98.24%), best:    9831/10000 (98.31%), error:       598.69550, best error:       588.20966 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 186.1278228760s, input_fired_time: 2.3171758652, output_fired_time: 1.5418533087, propagate_forward_time: 71.3832626343, propagate_backward_time: 107.6886672974, weight_update_time: 0.1476042271, other_time: 3.1968688965
epoch time: 15.8458423615s, input_fired_time: 0.2806759477, output_fired_time: 0.0000000000, propagate_forward_time: 14.9472703934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178960800
validation[          , genome  7159] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       587.90631, best error:       587.90631 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 186.6803894043s, input_fired_time: 2.3210828304, output_fired_time: 1.5590735674, propagate_forward_time: 71.7714385986, propagate_backward_time: 107.8191909790, weight_update_time: 0.1492828876, other_time: 3.2096176147
epoch time: 14.4962539673s, input_fired_time: 0.2551200688, output_fired_time: 0.0000000000, propagate_forward_time: 13.6830759048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580577850
validation[          , genome  7159] predictions:    9817/  10000 (98.17%), best:    9823/10000 (98.23%), error:       603.50641, best error:       587.90631 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 188.3698272705s, input_fired_time: 2.3364210129, output_fired_time: 1.5613971949, propagate_forward_time: 72.2402954102, propagate_backward_time: 109.0151290894, weight_update_time: 0.1501097381, other_time: 3.2165756226
epoch time: 14.3553104401s, input_fired_time: 0.2524400651, output_fired_time: 0.0000000000, propagate_forward_time: 13.5521421432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507278442
validation[          , genome  7159] predictions:    9816/  10000 (98.16%), best:    9823/10000 (98.23%), error:       603.69153, best error:       587.90631 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 186.9607391357s, input_fired_time: 2.3288538456, output_fired_time: 1.5493062735, propagate_forward_time: 71.7077484131, propagate_backward_time: 108.1224288940, weight_update_time: 0.1514583975, other_time: 3.2524032593
epoch time: 15.0933618546s, input_fired_time: 0.2754477859, output_fired_time: 0.0000000000, propagate_forward_time: 14.2153863907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025276184
validation[          , genome  7159] predictions:    9822/  10000 (98.22%), best:    9823/10000 (98.23%), error:       589.98962, best error:       587.90631 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 196.8643493652s, input_fired_time: 2.4197561741, output_fired_time: 1.6272968054, propagate_forward_time: 75.6550445557, propagate_backward_time: 113.7439575195, weight_update_time: 0.1604424417, other_time: 3.4182891846
epoch time: 14.7402858734s, input_fired_time: 0.2594125271, output_fired_time: 0.0000000000, propagate_forward_time: 13.9098873138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709857941
validation[          , genome  7159] predictions:    9816/  10000 (98.16%), best:    9823/10000 (98.23%), error:       601.97986, best error:       587.90631 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 183.9760742188s, input_fired_time: 2.3424422741, output_fired_time: 1.5412313938, propagate_forward_time: 70.5224533081, propagate_backward_time: 106.2771072388, weight_update_time: 0.1497143060, other_time: 3.2928466797
epoch time: 18.1056957245s, input_fired_time: 0.2985145450, output_fired_time: 0.0000000000, propagate_forward_time: 17.1494140625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577663422
validation[          , genome  7159] predictions:    9751/  10000 (97.51%), best:    9823/10000 (98.23%), error:       794.11340, best error:       587.90631 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 189.8959197998s, input_fired_time: 2.3588974476, output_fired_time: 1.5660669804, propagate_forward_time: 72.7695999146, propagate_backward_time: 109.9183502197, weight_update_time: 0.1494966596, other_time: 3.2829971313
epoch time: 14.7736997604s, input_fired_time: 0.2637413442, output_fired_time: 0.0000000000, propagate_forward_time: 13.9260873795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5838708878
validation[          , genome  7159] predictions:    9806/  10000 (98.06%), best:    9823/10000 (98.23%), error:       701.78906, best error:       587.90631 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 193.8106994629s, input_fired_time: 2.3919653893, output_fired_time: 1.6120010614, propagate_forward_time: 74.2774963379, propagate_backward_time: 112.1759872437, weight_update_time: 0.1538003683, other_time: 3.3532485962
epoch time: 17.2865524292s, input_fired_time: 0.2913858593, output_fired_time: 0.0000000000, propagate_forward_time: 16.3497390747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454277039
validation[          , genome  7159] predictions:    9794/  10000 (97.94%), best:    9823/10000 (98.23%), error:       618.52576, best error:       587.90631 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 194.4719390869s, input_fired_time: 2.3927583694, output_fired_time: 1.6210919619, propagate_forward_time: 74.4468536377, propagate_backward_time: 112.6735305786, weight_update_time: 0.1547054946, other_time: 3.3376998901
epoch time: 14.7686357498s, input_fired_time: 0.2618452907, output_fired_time: 0.0000000000, propagate_forward_time: 13.9434232712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633668900
validation[          , genome  7159] predictions:    9800/  10000 (98.00%), best:    9823/10000 (98.23%), error:       666.35419, best error:       587.90631 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 190.7198791504s, input_fired_time: 2.3719291687, output_fired_time: 1.5851817131, propagate_forward_time: 73.1991577148, propagate_backward_time: 110.2866134644, weight_update_time: 0.1517636031, other_time: 3.2770004272
epoch time: 15.3988742828s, input_fired_time: 0.2669228911, output_fired_time: 0.0000000000, propagate_forward_time: 14.5434312820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885200500
validation[          , genome  7159] predictions:    9828/  10000 (98.28%), best:    9823/10000 (98.23%), error:       596.89160, best error:       587.90631 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 195.7175292969s, input_fired_time: 2.4272103310, output_fired_time: 1.6199644804, propagate_forward_time: 75.1312026978, propagate_backward_time: 113.1271057129, weight_update_time: 0.1590960175, other_time: 3.4120407104
epoch time: 13.3340349197s, input_fired_time: 0.2573367655, output_fired_time: 0.0000000000, propagate_forward_time: 12.5234880447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532102585
validation[          , genome  7159] predictions:    9822/  10000 (98.22%), best:    9823/10000 (98.23%), error:       596.81500, best error:       587.90631 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 201.5975341797s, input_fired_time: 2.4627006054, output_fired_time: 1.6533014774, propagate_forward_time: 77.5999221802, propagate_backward_time: 116.4040145874, weight_update_time: 0.1631335914, other_time: 3.4775848389
epoch time: 16.7680988312s, input_fired_time: 0.2895028889, output_fired_time: 0.0000000000, propagate_forward_time: 15.8480434418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305522919
validation[          , genome  7159] predictions:    9741/  10000 (97.41%), best:    9823/10000 (98.23%), error:       841.10858, best error:       587.90631 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 189.8003387451s, input_fired_time: 2.3890786171, output_fired_time: 1.5610440969, propagate_forward_time: 72.9928741455, propagate_backward_time: 109.4925918579, weight_update_time: 0.1539965868, other_time: 3.3647384644
epoch time: 15.2694797516s, input_fired_time: 0.2689215541, output_fired_time: 0.0000000000, propagate_forward_time: 14.4157009125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848569870
validation[          , genome  7159] predictions:    9819/  10000 (98.19%), best:    9823/10000 (98.23%), error:       597.19867, best error:       587.90631 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 195.3412475586s, input_fired_time: 2.3994517326, output_fired_time: 1.6130963564, propagate_forward_time: 75.3092651367, propagate_backward_time: 112.6828765869, weight_update_time: 0.1541598737, other_time: 3.3365631104
epoch time: 16.1775970459s, input_fired_time: 0.2753674388, output_fired_time: 0.0000000000, propagate_forward_time: 15.2878150940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144142151
validation[          , genome  7159] predictions:    9806/  10000 (98.06%), best:    9823/10000 (98.23%), error:       649.23248, best error:       587.90631 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 194.5443725586s, input_fired_time: 2.3791921139, output_fired_time: 1.6064635515, propagate_forward_time: 74.5045776367, propagate_backward_time: 112.6968994141, weight_update_time: 0.1541252881, other_time: 3.3572387695
epoch time: 18.4101066589s, input_fired_time: 0.3018094301, output_fired_time: 0.0000000000, propagate_forward_time: 17.4447841644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635131836
validation[          , genome  7159] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       560.26068, best error:       560.26068 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 214.7149810791s, input_fired_time: 2.5363888741, output_fired_time: 1.7407783270, propagate_forward_time: 82.7220153809, propagate_backward_time: 124.1335220337, weight_update_time: 0.1693435758, other_time: 3.5822677612
epoch time: 15.5729627609s, input_fired_time: 0.2692399919, output_fired_time: 0.0000000000, propagate_forward_time: 14.7114944458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922279358
validation[          , genome  7159] predictions:    9811/  10000 (98.11%), best:    9830/10000 (98.30%), error:       607.31348, best error:       560.26068 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 190.4190063477s, input_fired_time: 2.3867177963, output_fired_time: 1.5778441429, propagate_forward_time: 73.1012039185, propagate_backward_time: 109.9941253662, weight_update_time: 0.1569836587, other_time: 3.3591079712
epoch time: 14.9479932785s, input_fired_time: 0.2729341090, output_fired_time: 0.0000000000, propagate_forward_time: 14.1069908142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680685043
validation[          , genome  7159] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       600.04846, best error:       560.26068 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 185.9298095703s, input_fired_time: 2.3310475349, output_fired_time: 1.5443871021, propagate_forward_time: 71.1783905029, propagate_backward_time: 107.5931167603, weight_update_time: 0.1525530517, other_time: 3.2828598022
epoch time: 16.1501789093s, input_fired_time: 0.2770347595, output_fired_time: 0.0000000000, propagate_forward_time: 15.2698049545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033391953
validation[          , genome  7159] predictions:    9796/  10000 (97.96%), best:    9830/10000 (98.30%), error:       700.97290, best error:       560.26068 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 181.1227874756s, input_fired_time: 2.2803835869, output_fired_time: 1.5077236891, propagate_forward_time: 69.5131149292, propagate_backward_time: 104.6761474609, weight_update_time: 0.1433743387, other_time: 3.1454238892
epoch time: 13.2650289536s, input_fired_time: 0.2492031008, output_fired_time: 0.0000000000, propagate_forward_time: 12.4824848175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333414078
validation[          , genome  7159] predictions:    9778/  10000 (97.78%), best:    9830/10000 (98.30%), error:       749.01447, best error:       560.26068 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 194.4630432129s, input_fired_time: 2.3731219769, output_fired_time: 1.6114383936, propagate_forward_time: 74.6981811523, propagate_backward_time: 112.4528579712, weight_update_time: 0.1529208571, other_time: 3.3274459839
epoch time: 14.7407598495s, input_fired_time: 0.2569883168, output_fired_time: 0.0000000000, propagate_forward_time: 13.9097051620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5740661621
validation[          , genome  7159] predictions:    9815/  10000 (98.15%), best:    9830/10000 (98.30%), error:       580.44348, best error:       560.26068 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 202.8155364990s, input_fired_time: 2.4497318268, output_fired_time: 1.6695482731, propagate_forward_time: 78.1408843994, propagate_backward_time: 117.1152877808, weight_update_time: 0.1595355272, other_time: 3.4400711060
epoch time: 14.4454565048s, input_fired_time: 0.2557195127, output_fired_time: 0.0000000000, propagate_forward_time: 13.6305294037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592079163
validation[          , genome  7159] predictions:    9802/  10000 (98.02%), best:    9830/10000 (98.30%), error:       615.34503, best error:       560.26068 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 192.6396026611s, input_fired_time: 2.3648412228, output_fired_time: 1.5862530470, propagate_forward_time: 73.9833221436, propagate_backward_time: 111.4428482056, weight_update_time: 0.1518324018, other_time: 3.2623367310
epoch time: 15.4926872253s, input_fired_time: 0.2680661380, output_fired_time: 0.0000000000, propagate_forward_time: 14.6410045624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836162567
validation[          , genome  7159] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       552.55353, best error:       552.55353 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 191.1719207764s, input_fired_time: 2.3617472649, output_fired_time: 1.5842733383, propagate_forward_time: 73.6507263184, propagate_backward_time: 110.3445358276, weight_update_time: 0.1503132284, other_time: 3.2306442261
epoch time: 18.5613174438s, input_fired_time: 0.3094801605, output_fired_time: 0.0000000000, propagate_forward_time: 17.5749568939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768798828
validation[          , genome  7159] predictions:    9757/  10000 (97.57%), best:    9835/10000 (98.35%), error:       751.09003, best error:       552.55353 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 176.1354827881s, input_fired_time: 2.2602837086, output_fired_time: 1.5081495047, propagate_forward_time: 67.1991806030, propagate_backward_time: 101.9403762817, weight_update_time: 0.1476239562, other_time: 3.2274932861
epoch time: 18.6306343079s, input_fired_time: 0.3023414314, output_fired_time: 0.0000000000, propagate_forward_time: 17.6575851440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707077026
validation[          , genome  7159] predictions:    9715/  10000 (97.15%), best:    9835/10000 (98.35%), error:       932.34784, best error:       552.55353 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 209.5035247803s, input_fired_time: 2.4848113060, output_fired_time: 1.7109981775, propagate_forward_time: 80.9562377930, propagate_backward_time: 120.8721160889, weight_update_time: 0.1660169363, other_time: 3.4793548584
epoch time: 18.6829166412s, input_fired_time: 0.3134906292, output_fired_time: 0.0000000000, propagate_forward_time: 17.6913948059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6780319214
validation[          , genome  7159] predictions:    9824/  10000 (98.24%), best:    9835/10000 (98.35%), error:       554.89191, best error:       552.55353 on epoch:    97, 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: 66.9486541748s, input_fired_time: 1.2918037176, output_fired_time: 0.0000000000, propagate_forward_time: 62.8458518982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8110008240
best training[          , genome  7159] predictions:   49908/  50000 (99.82%), best:    9835/10000 (98.35%), error:       702.71167, best error:       552.55353 on epoch:    97, 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: 18.1728706360s, input_fired_time: 0.2943091691, output_fired_time: 0.0000000000, propagate_forward_time: 17.2204132080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581478119
   testing[          , genome  7159] predictions:    9817/  10000 (98.17%), best:    9835/10000 (98.35%), error:       582.91223, best error:       552.55353 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:02:03 (37387): called boinc_finish(0)

</stderr_txt>
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