Nameexact_genome_1512568488_42_6737_1
Workunit2604934
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline17 Dec 2017, 20:09:04 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time5 hours 30 min 10 sec
CPU time5 hours 29 min 6 sec
Validate stateValid
Credit2,484.03
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.75 MB
Peak swap size162.18 MB
Peak disk usage2.91 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
907.33051 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 180.7908020020s, input_fired_time: 2.2020313740, output_fired_time: 1.9903336763, propagate_forward_time: 69.0165176392, propagate_backward_time: 103.8085479736, weight_update_time: 0.1982196122, other_time: 3.7733688354
epoch time: 14.7025508881s, input_fired_time: 0.2712123990, output_fired_time: 0.0000000000, propagate_forward_time: 13.7764091492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549291611
validation[          , genome  6737] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       979.24921, best error:       907.33051 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 181.7285461426s, input_fired_time: 2.1766407490, output_fired_time: 1.9832100868, propagate_forward_time: 69.2404556274, propagate_backward_time: 104.5695114136, weight_update_time: 0.2001499832, other_time: 3.7587280273
epoch time: 14.6469898224s, input_fired_time: 0.2735383511, output_fired_time: 0.0000000000, propagate_forward_time: 13.7191686630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542825699
validation[          , genome  6737] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       942.91766, best error:       907.33051 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 179.6223144531s, input_fired_time: 2.1718401909, output_fired_time: 1.9756429195, propagate_forward_time: 68.7371520996, propagate_backward_time: 103.0556259155, weight_update_time: 0.1978905797, other_time: 3.6820449829
epoch time: 14.6247243881s, input_fired_time: 0.2748834193, output_fired_time: 0.0000000000, propagate_forward_time: 13.6966352463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532058716
validation[          , genome  6737] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       807.85181, best error:       807.85181 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 179.0372161865s, input_fired_time: 2.1800129414, output_fired_time: 1.9633878469, propagate_forward_time: 68.3457565308, propagate_backward_time: 102.8075942993, weight_update_time: 0.2021144480, other_time: 3.7404632568
epoch time: 14.6242828369s, input_fired_time: 0.2733315527, output_fired_time: 0.0000000000, propagate_forward_time: 13.7051296234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458215714
validation[          , genome  6737] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       788.77521, best error:       788.77521 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 180.6521301270s, input_fired_time: 2.2097861767, output_fired_time: 2.0013377666, propagate_forward_time: 69.0602645874, propagate_backward_time: 103.5703659058, weight_update_time: 0.2033903897, other_time: 3.8103637695
epoch time: 14.6233682632s, input_fired_time: 0.2865158319, output_fired_time: 0.0000000000, propagate_forward_time: 13.6646242142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6722278595
validation[          , genome  6737] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       830.72772, best error:       788.77521 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 180.4606628418s, input_fired_time: 2.1824128628, output_fired_time: 1.9863055944, propagate_forward_time: 68.9334411621, propagate_backward_time: 103.6270599365, weight_update_time: 0.2020762563, other_time: 3.7314300537
epoch time: 14.5578174591s, input_fired_time: 0.2713414133, output_fired_time: 0.0000000000, propagate_forward_time: 13.6413059235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451702118
validation[          , genome  6737] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       928.73047, best error:       788.77521 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 178.5539093018s, input_fired_time: 2.2044396400, output_fired_time: 1.9632834196, propagate_forward_time: 68.0741882324, propagate_backward_time: 102.5234985352, weight_update_time: 0.1989484280, other_time: 3.7884979248
epoch time: 14.5842943192s, input_fired_time: 0.2787387967, output_fired_time: 0.0000000000, propagate_forward_time: 13.6501998901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6553554535
validation[          , genome  6737] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:       929.74585, best error:       788.77521 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 178.6391143799s, input_fired_time: 2.2044141293, output_fired_time: 1.9711661339, propagate_forward_time: 68.1715698242, propagate_backward_time: 102.4704284668, weight_update_time: 0.2005519122, other_time: 3.8215484619
epoch time: 14.5593299866s, input_fired_time: 0.2759469748, output_fired_time: 0.0000000000, propagate_forward_time: 13.6232461929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6601371765
validation[          , genome  6737] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       791.31061, best error:       788.77521 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 178.8997497559s, input_fired_time: 2.1902453899, output_fired_time: 1.9680237770, propagate_forward_time: 68.2659149170, propagate_backward_time: 102.7572555542, weight_update_time: 0.1971014291, other_time: 3.7183151245
epoch time: 14.7327880859s, input_fired_time: 0.2813093662, output_fired_time: 0.0000000000, propagate_forward_time: 13.8004198074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510591507
validation[          , genome  6737] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       920.25598, best error:       788.77521 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 178.5184478760s, input_fired_time: 2.1898801327, output_fired_time: 1.9784706831, propagate_forward_time: 68.1121215820, propagate_backward_time: 102.4514770508, weight_update_time: 0.2058461308, other_time: 3.7864990234
epoch time: 14.7317810059s, input_fired_time: 0.2780624926, output_fired_time: 0.0000000000, propagate_forward_time: 13.8061552048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475629807
validation[          , genome  6737] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       858.23639, best error:       788.77521 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 179.5662231445s, input_fired_time: 2.1964156628, output_fired_time: 1.9772081375, propagate_forward_time: 68.3811645508, propagate_backward_time: 103.2492065430, weight_update_time: 0.1977489591, other_time: 3.7622375488
epoch time: 14.7660999298s, input_fired_time: 0.2821014524, output_fired_time: 0.0000000000, propagate_forward_time: 13.8079347610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760635376
validation[          , genome  6737] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       777.18115, best error:       777.18115 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 180.1493377686s, input_fired_time: 2.2236833572, output_fired_time: 1.9803117514, propagate_forward_time: 68.7169189453, propagate_backward_time: 103.4432144165, weight_update_time: 0.1976537406, other_time: 3.7852096558
epoch time: 14.5274248123s, input_fired_time: 0.2785881460, output_fired_time: 0.0000000000, propagate_forward_time: 13.5865039825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623325348
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       730.45154, best error:       730.45154 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 178.8199310303s, input_fired_time: 2.1535055637, output_fired_time: 1.9584237337, propagate_forward_time: 68.2318878174, propagate_backward_time: 102.7576446533, weight_update_time: 0.1947663724, other_time: 3.7184753418
epoch time: 14.5483846664s, input_fired_time: 0.2801319063, output_fired_time: 0.0000000000, propagate_forward_time: 13.6138677597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543846130
validation[          , genome  6737] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       853.52917, best error:       730.45154 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 180.7247619629s, input_fired_time: 2.1911954880, output_fired_time: 1.9869948626, propagate_forward_time: 69.0370559692, propagate_backward_time: 103.7502288818, weight_update_time: 0.1997969598, other_time: 3.7592849731
epoch time: 15.1149415970s, input_fired_time: 0.2859848440, output_fired_time: 0.0000000000, propagate_forward_time: 14.1448125839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841440201
validation[          , genome  6737] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       834.10382, best error:       730.45154 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 179.2263488770s, input_fired_time: 2.1995742321, output_fired_time: 2.0017504692, propagate_forward_time: 68.3955383301, propagate_backward_time: 102.8640518188, weight_update_time: 0.1977386028, other_time: 3.7654342651
epoch time: 14.8868665695s, input_fired_time: 0.2823189497, output_fired_time: 0.0000000000, propagate_forward_time: 13.9368982315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676492691
validation[          , genome  6737] predictions:    9732/  10000 (97.32%), best:    9774/10000 (97.74%), error:       850.81720, best error:       730.45154 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 179.7568511963s, input_fired_time: 2.1969296932, output_fired_time: 1.9780349731, propagate_forward_time: 68.6364364624, propagate_backward_time: 103.2285766602, weight_update_time: 0.2057460845, other_time: 3.7168655396
epoch time: 14.6164369583s, input_fired_time: 0.2838813961, output_fired_time: 0.0000000000, propagate_forward_time: 13.6703119278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622438431
validation[          , genome  6737] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       807.54688, best error:       730.45154 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 179.6738586426s, input_fired_time: 2.2129547596, output_fired_time: 1.9801617861, propagate_forward_time: 68.3634872437, propagate_backward_time: 103.3124160767, weight_update_time: 0.1993934661, other_time: 3.8048400879
epoch time: 15.0514678955s, input_fired_time: 0.2810506821, output_fired_time: 0.0000000000, propagate_forward_time: 14.0942592621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761579514
validation[          , genome  6737] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       675.69971, best error:       675.69971 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 179.2718353271s, input_fired_time: 2.2242393494, output_fired_time: 1.9788022041, propagate_forward_time: 68.5445861816, propagate_backward_time: 102.7141189575, weight_update_time: 0.2045677006, other_time: 3.8100814819
epoch time: 14.6621065140s, input_fired_time: 0.2795438170, output_fired_time: 0.0000000000, propagate_forward_time: 13.7268552780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557073593
validation[          , genome  6737] predictions:    9743/  10000 (97.43%), best:    9802/10000 (98.02%), error:       872.60101, best error:       675.69971 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 179.4564208984s, input_fired_time: 2.1991474628, output_fired_time: 1.9702628851, propagate_forward_time: 68.5365066528, propagate_backward_time: 102.9745483398, weight_update_time: 0.2071387619, other_time: 3.7759628296
epoch time: 14.6794052124s, input_fired_time: 0.2964102924, output_fired_time: 0.0000000000, propagate_forward_time: 13.7128286362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701660156
validation[          , genome  6737] predictions:    9766/  10000 (97.66%), best:    9802/10000 (98.02%), error:       783.14478, best error:       675.69971 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 178.2280120850s, input_fired_time: 2.1942412853, output_fired_time: 1.9642256498, propagate_forward_time: 67.9374389648, propagate_backward_time: 102.3406295776, weight_update_time: 0.2011647969, other_time: 3.7914810181
epoch time: 14.5826988220s, input_fired_time: 0.2824464738, output_fired_time: 0.0000000000, propagate_forward_time: 13.6431407928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6571111679
validation[          , genome  6737] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       836.50165, best error:       675.69971 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 181.4266510010s, input_fired_time: 2.1802554131, output_fired_time: 1.9810334444, propagate_forward_time: 69.3122711182, propagate_backward_time: 104.1733779907, weight_update_time: 0.1997018307, other_time: 3.7797164917
epoch time: 14.5523757935s, input_fired_time: 0.2837408781, output_fired_time: 0.0000000000, propagate_forward_time: 13.6019544601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666803360
validation[          , genome  6737] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       795.50867, best error:       675.69971 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 179.5360412598s, input_fired_time: 2.2285201550, output_fired_time: 1.9769622087, propagate_forward_time: 68.5135803223, propagate_backward_time: 103.0446243286, weight_update_time: 0.1999349743, other_time: 3.7723617554
epoch time: 14.7399873734s, input_fired_time: 0.2839284241, output_fired_time: 0.0000000000, propagate_forward_time: 13.7986698151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573886871
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9802/10000 (98.02%), error:       798.34814, best error:       675.69971 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 179.3282318115s, input_fired_time: 2.2104697227, output_fired_time: 1.9666970968, propagate_forward_time: 68.3988494873, propagate_backward_time: 102.9644699097, weight_update_time: 0.2040819377, other_time: 3.7877578735
epoch time: 14.6010732651s, input_fired_time: 0.2821138203, output_fired_time: 0.0000000000, propagate_forward_time: 13.6583356857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606235504
validation[          , genome  6737] predictions:    9730/  10000 (97.30%), best:    9802/10000 (98.02%), error:       896.24847, best error:       675.69971 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 179.8791961670s, input_fired_time: 2.2527298927, output_fired_time: 1.9815367460, propagate_forward_time: 68.6636276245, propagate_backward_time: 103.1548385620, weight_update_time: 0.2016860545, other_time: 3.8264617920
epoch time: 14.4749393463s, input_fired_time: 0.2820640206, output_fired_time: 0.0000000000, propagate_forward_time: 13.5391311646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537437439
validation[          , genome  6737] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       761.40405, best error:       675.69971 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 179.5072631836s, input_fired_time: 2.2173628807, output_fired_time: 1.9807327986, propagate_forward_time: 68.4613876343, propagate_backward_time: 103.0790786743, weight_update_time: 0.2036741227, other_time: 3.7687072754
epoch time: 14.6982593536s, input_fired_time: 0.2854858041, output_fired_time: 0.0000000000, propagate_forward_time: 13.7614173889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513557434
validation[          , genome  6737] predictions:    9746/  10000 (97.46%), best:    9802/10000 (98.02%), error:       831.87958, best error:       675.69971 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 179.2071990967s, input_fired_time: 2.2282700539, output_fired_time: 2.0013816357, propagate_forward_time: 68.4069900513, propagate_backward_time: 102.8016281128, weight_update_time: 0.1993766576, other_time: 3.7689208984
epoch time: 14.6060972214s, input_fired_time: 0.2833640575, output_fired_time: 0.0000000000, propagate_forward_time: 13.6575574875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651754379
validation[          , genome  6737] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       728.31744, best error:       675.69971 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 180.0248107910s, input_fired_time: 2.2278468609, output_fired_time: 1.9885146618, propagate_forward_time: 68.6989669800, propagate_backward_time: 103.2816925049, weight_update_time: 0.1989367604, other_time: 3.8277969360
epoch time: 14.5431776047s, input_fired_time: 0.2827200294, output_fired_time: 0.0000000000, propagate_forward_time: 13.5942649841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661930084
validation[          , genome  6737] predictions:    9792/  10000 (97.92%), best:    9802/10000 (98.02%), error:       708.95020, best error:       675.69971 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 178.8908996582s, input_fired_time: 2.1938822269, output_fired_time: 1.9538733959, propagate_forward_time: 68.2988281250, propagate_backward_time: 102.7020568848, weight_update_time: 0.1971406788, other_time: 3.7422637939
epoch time: 14.6807193756s, input_fired_time: 0.2812965810, output_fired_time: 0.0000000000, propagate_forward_time: 13.7407779694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586446762
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9802/10000 (98.02%), error:       753.13403, best error:       675.69971 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 179.8910675049s, input_fired_time: 2.1869781017, output_fired_time: 2.0025117397, propagate_forward_time: 68.7224502563, propagate_backward_time: 103.2624740601, weight_update_time: 0.1964770705, other_time: 3.7166442871
epoch time: 14.5778322220s, input_fired_time: 0.2848613858, output_fired_time: 0.0000000000, propagate_forward_time: 13.6432771683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496934891
validation[          , genome  6737] predictions:    9762/  10000 (97.62%), best:    9802/10000 (98.02%), error:       798.75494, best error:       675.69971 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 178.9988708496s, input_fired_time: 2.2167668343, output_fired_time: 1.9908798933, propagate_forward_time: 68.2500610352, propagate_backward_time: 102.7136917114, weight_update_time: 0.2035735250, other_time: 3.8274765015
epoch time: 14.7371511459s, input_fired_time: 0.2802187502, output_fired_time: 0.0000000000, propagate_forward_time: 13.7887773514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681547165
validation[          , genome  6737] predictions:    9783/  10000 (97.83%), best:    9802/10000 (98.02%), error:       722.00726, best error:       675.69971 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 179.4444580078s, input_fired_time: 2.1919078827, output_fired_time: 1.9923610687, propagate_forward_time: 68.5023422241, propagate_backward_time: 103.0529785156, weight_update_time: 0.1947030127, other_time: 3.7048721313
epoch time: 14.7016181946s, input_fired_time: 0.2798085511, output_fired_time: 0.0000000000, propagate_forward_time: 13.7672443390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545648575
validation[          , genome  6737] predictions:    9778/  10000 (97.78%), best:    9802/10000 (98.02%), error:       691.55981, best error:       675.69971 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 179.0442504883s, input_fired_time: 2.2081973553, output_fired_time: 1.9925603867, propagate_forward_time: 68.2856292725, propagate_backward_time: 102.7616806030, weight_update_time: 0.2097953409, other_time: 3.7961959839
epoch time: 14.7402524948s, input_fired_time: 0.2868830562, output_fired_time: 0.0000000000, propagate_forward_time: 13.7889566422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644124985
validation[          , genome  6737] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       754.36261, best error:       675.69971 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 180.3806915283s, input_fired_time: 2.2386033535, output_fired_time: 1.9836736917, propagate_forward_time: 68.8177261353, propagate_backward_time: 103.5015563965, weight_update_time: 0.1994110048, other_time: 3.8391342163
epoch time: 14.5370101929s, input_fired_time: 0.2852594554, output_fired_time: 0.0000000000, propagate_forward_time: 13.5904779434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6612730026
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       739.37939, best error:       675.69971 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 180.2975463867s, input_fired_time: 2.2362024784, output_fired_time: 2.0014903545, propagate_forward_time: 68.8657150269, propagate_backward_time: 103.4114990234, weight_update_time: 0.1979802847, other_time: 3.7826309204
epoch time: 14.5863323212s, input_fired_time: 0.2800909281, output_fired_time: 0.0000000000, propagate_forward_time: 13.6571578979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490831375
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       789.17651, best error:       675.69971 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 179.1711883545s, input_fired_time: 2.2081670761, output_fired_time: 1.9855986834, propagate_forward_time: 68.3645935059, propagate_backward_time: 102.8671646118, weight_update_time: 0.1972869039, other_time: 3.7456741333
epoch time: 14.5884714127s, input_fired_time: 0.2824482024, output_fired_time: 0.0000000000, propagate_forward_time: 13.6521835327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538400650
validation[          , genome  6737] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       800.63757, best error:       675.69971 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 180.4622039795s, input_fired_time: 2.2133204937, output_fired_time: 1.9998164177, propagate_forward_time: 68.7069702148, propagate_backward_time: 103.7648849487, weight_update_time: 0.2127943784, other_time: 3.7772140503
epoch time: 14.4499053955s, input_fired_time: 0.2812198997, output_fired_time: 0.0000000000, propagate_forward_time: 13.5153150558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533708572
validation[          , genome  6737] predictions:    9754/  10000 (97.54%), best:    9802/10000 (98.02%), error:       808.73920, best error:       675.69971 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 179.2900848389s, input_fired_time: 2.2184247971, output_fired_time: 1.9859799147, propagate_forward_time: 68.3821868896, propagate_backward_time: 102.9264678955, weight_update_time: 0.1998946369, other_time: 3.7770233154
epoch time: 14.5000181198s, input_fired_time: 0.2826201916, output_fired_time: 0.0000000000, propagate_forward_time: 13.5646915436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527061462
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       736.10687, best error:       675.69971 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 179.7721862793s, input_fired_time: 2.2139976025, output_fired_time: 1.9777005911, propagate_forward_time: 68.6321105957, propagate_backward_time: 103.1937332153, weight_update_time: 0.1990811676, other_time: 3.7546310425
epoch time: 14.7892570496s, input_fired_time: 0.2813438475, output_fired_time: 0.0000000000, propagate_forward_time: 13.8450813293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628322601
validation[          , genome  6737] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       691.98975, best error:       675.69971 on epoch:    31, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 180.0887756348s, input_fired_time: 2.2120268345, output_fired_time: 1.9969151020, propagate_forward_time: 68.7233734131, propagate_backward_time: 103.3684463501, weight_update_time: 0.1975127757, other_time: 3.7880172729
epoch time: 14.5880870819s, input_fired_time: 0.2806800902, output_fired_time: 0.0000000000, propagate_forward_time: 13.6626491547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6447582245
validation[          , genome  6737] predictions:    9756/  10000 (97.56%), best:    9802/10000 (98.02%), error:       793.66809, best error:       675.69971 on epoch:    31, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 179.5043792725s, input_fired_time: 2.2115578651, output_fired_time: 1.9893236160, propagate_forward_time: 68.4123382568, propagate_backward_time: 103.1413345337, weight_update_time: 0.1989533007, other_time: 3.7498245239
epoch time: 14.8509120941s, input_fired_time: 0.2810845971, output_fired_time: 0.0000000000, propagate_forward_time: 13.9189071655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509199142
validation[          , genome  6737] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       658.27991, best error:       658.27991 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 180.2385711670s, input_fired_time: 2.2029056549, output_fired_time: 1.9914817810, propagate_forward_time: 68.8451080322, propagate_backward_time: 103.4578323364, weight_update_time: 0.1959523857, other_time: 3.7412338257
epoch time: 14.6043167114s, input_fired_time: 0.2762205601, output_fired_time: 0.0000000000, propagate_forward_time: 13.6822643280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458320618
validation[          , genome  6737] predictions:    9747/  10000 (97.47%), best:    9801/10000 (98.01%), error:       839.19794, best error:       658.27991 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 181.7249603271s, input_fired_time: 2.2298345566, output_fired_time: 2.0115067959, propagate_forward_time: 69.2360534668, propagate_backward_time: 104.4386215210, weight_update_time: 0.2052832991, other_time: 3.8089523315
epoch time: 14.6067123413s, input_fired_time: 0.2764448822, output_fired_time: 0.0000000000, propagate_forward_time: 13.6867332458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435346603
validation[          , genome  6737] predictions:    9802/  10000 (98.02%), best:    9801/10000 (98.01%), error:       664.16229, best error:       658.27991 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 179.8635711670s, input_fired_time: 2.2273309231, output_fired_time: 1.9896043539, propagate_forward_time: 68.5451431274, propagate_backward_time: 103.3286819458, weight_update_time: 0.1994634420, other_time: 3.7728118896
epoch time: 14.5445871353s, input_fired_time: 0.2845341265, output_fired_time: 0.0000000000, propagate_forward_time: 13.6066646576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533880234
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9801/10000 (98.01%), error:       748.74835, best error:       658.27991 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 179.6331787109s, input_fired_time: 2.2313508987, output_fired_time: 1.9802757502, propagate_forward_time: 68.5481109619, propagate_backward_time: 103.0905075073, weight_update_time: 0.1993028075, other_time: 3.7829360962
epoch time: 14.6423320770s, input_fired_time: 0.2780906558, output_fired_time: 0.0000000000, propagate_forward_time: 13.7168769836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6473646164
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9801/10000 (98.01%), error:       771.06415, best error:       658.27991 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 181.6098937988s, input_fired_time: 2.2386715412, output_fired_time: 1.9857702255, propagate_forward_time: 69.1825561523, propagate_backward_time: 104.4493713379, weight_update_time: 0.1966042221, other_time: 3.7535247803
epoch time: 14.5919914246s, input_fired_time: 0.2852733433, output_fired_time: 0.0000000000, propagate_forward_time: 13.6545658112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521520615
validation[          , genome  6737] predictions:    9771/  10000 (97.71%), best:    9801/10000 (98.01%), error:       726.58588, best error:       658.27991 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 178.8260803223s, input_fired_time: 2.2247605324, output_fired_time: 1.9696954489, propagate_forward_time: 68.1264190674, propagate_backward_time: 102.7470626831, weight_update_time: 0.1985000223, other_time: 3.7581405640
epoch time: 14.4939584732s, input_fired_time: 0.2864867747, output_fired_time: 0.0000000000, propagate_forward_time: 13.5521230698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6553487778
validation[          , genome  6737] predictions:    9731/  10000 (97.31%), best:    9801/10000 (98.01%), error:       856.42731, best error:       658.27991 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 178.3480834961s, input_fired_time: 2.2318232059, output_fired_time: 1.9796770811, propagate_forward_time: 67.9978332520, propagate_backward_time: 102.3394165039, weight_update_time: 0.1992989779, other_time: 3.7993316650
epoch time: 14.6950998306s, input_fired_time: 0.2850042582, output_fired_time: 0.0000000000, propagate_forward_time: 13.7276887894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824064255
validation[          , genome  6737] predictions:    9785/  10000 (97.85%), best:    9801/10000 (98.01%), error:       722.59625, best error:       658.27991 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 178.1982269287s, input_fired_time: 2.2086529732, output_fired_time: 1.9497759342, propagate_forward_time: 67.9722061157, propagate_backward_time: 102.2759552002, weight_update_time: 0.1981832087, other_time: 3.7916336060
epoch time: 14.9909133911s, input_fired_time: 0.2954214811, output_fired_time: 0.0000000000, propagate_forward_time: 14.0022449493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932468414
validation[          , genome  6737] predictions:    9766/  10000 (97.66%), best:    9801/10000 (98.01%), error:       771.77264, best error:       658.27991 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 179.1269378662s, input_fired_time: 2.2185184956, output_fired_time: 1.9904862642, propagate_forward_time: 68.2639465332, propagate_backward_time: 102.8610382080, weight_update_time: 0.2041263580, other_time: 3.7929382324
epoch time: 14.6635198593s, input_fired_time: 0.2851864100, output_fired_time: 0.0000000000, propagate_forward_time: 13.7179107666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6604223251
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9801/10000 (98.01%), error:       738.40521, best error:       658.27991 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 179.7193145752s, input_fired_time: 2.2042965889, output_fired_time: 1.9980417490, propagate_forward_time: 68.6387405396, propagate_backward_time: 103.1318054199, weight_update_time: 0.1969304085, other_time: 3.7464218140
epoch time: 14.5909595490s, input_fired_time: 0.2857098281, output_fired_time: 0.0000000000, propagate_forward_time: 13.6577758789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474742889
validation[          , genome  6737] predictions:    9791/  10000 (97.91%), best:    9801/10000 (98.01%), error:       730.32300, best error:       658.27991 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 179.4072113037s, input_fired_time: 2.2213487625, output_fired_time: 1.9799437523, propagate_forward_time: 68.3551330566, propagate_backward_time: 103.0654220581, weight_update_time: 0.2003304958, other_time: 3.7853622437
epoch time: 15.0956964493s, input_fired_time: 0.2834729552, output_fired_time: 0.0000000000, propagate_forward_time: 14.1093950272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7028284073
validation[          , genome  6737] predictions:    9781/  10000 (97.81%), best:    9801/10000 (98.01%), error:       701.74542, best error:       658.27991 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 179.4943847656s, input_fired_time: 2.2423062325, output_fired_time: 1.9844111204, propagate_forward_time: 68.3698425293, propagate_backward_time: 103.0846862793, weight_update_time: 0.2043021172, other_time: 3.8131408691
epoch time: 14.6939363480s, input_fired_time: 0.2864390910, output_fired_time: 0.0000000000, propagate_forward_time: 13.7456970215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6618003845
validation[          , genome  6737] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       653.21680, best error:       653.21680 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 179.6901855469s, input_fired_time: 2.2360584736, output_fired_time: 1.9885449409, propagate_forward_time: 68.5416793823, propagate_backward_time: 103.0962295532, weight_update_time: 0.2062843889, other_time: 3.8276824951
epoch time: 14.8377561569s, input_fired_time: 0.2845197320, output_fired_time: 0.0000000000, propagate_forward_time: 13.9085235596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6447124481
validation[          , genome  6737] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       779.07440, best error:       653.21680 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 180.5288085938s, input_fired_time: 2.2175066471, output_fired_time: 1.9944914579, propagate_forward_time: 68.8757553101, propagate_backward_time: 103.6581039429, weight_update_time: 0.1964960247, other_time: 3.7829437256
epoch time: 14.7992343903s, input_fired_time: 0.2828732133, output_fired_time: 0.0000000000, propagate_forward_time: 13.8520231247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643381119
validation[          , genome  6737] predictions:    9718/  10000 (97.18%), best:    9800/10000 (98.00%), error:       865.72028, best error:       653.21680 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 178.6914672852s, input_fired_time: 2.2252776623, output_fired_time: 1.9688746929, propagate_forward_time: 68.0976028442, propagate_backward_time: 102.6272201538, weight_update_time: 0.2038598061, other_time: 3.7724914551
epoch time: 14.5934381485s, input_fired_time: 0.2876118124, output_fired_time: 0.0000000000, propagate_forward_time: 13.6425447464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632814407
validation[          , genome  6737] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       712.04681, best error:       653.21680 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 181.0287322998s, input_fired_time: 2.2645266056, output_fired_time: 1.9852710962, propagate_forward_time: 69.0495223999, propagate_backward_time: 103.9312286377, weight_update_time: 0.2066313773, other_time: 3.7981796265
epoch time: 14.5981798172s, input_fired_time: 0.2824875414, output_fired_time: 0.0000000000, propagate_forward_time: 13.6673545837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483373642
validation[          , genome  6737] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       722.08997, best error:       653.21680 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 179.7924804688s, input_fired_time: 2.2455306053, output_fired_time: 1.9984837770, propagate_forward_time: 68.5375900269, propagate_backward_time: 103.2471084595, weight_update_time: 0.2048260570, other_time: 3.7637634277
epoch time: 14.6702041626s, input_fired_time: 0.2914990783, output_fired_time: 0.0000000000, propagate_forward_time: 13.7158231735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628818512
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       722.99115, best error:       653.21680 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 179.3858489990s, input_fired_time: 2.2243659496, output_fired_time: 1.9787951708, propagate_forward_time: 68.4146728516, propagate_backward_time: 102.9802322388, weight_update_time: 0.1993941367, other_time: 3.7877883911
epoch time: 14.7699851990s, input_fired_time: 0.2839736044, output_fired_time: 0.0000000000, propagate_forward_time: 13.8312654495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547460556
validation[          , genome  6737] predictions:    9797/  10000 (97.97%), best:    9800/10000 (98.00%), error:       715.68616, best error:       653.21680 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 179.1672821045s, input_fired_time: 2.2073836327, output_fired_time: 1.9731452465, propagate_forward_time: 68.2063217163, propagate_backward_time: 102.9975738525, weight_update_time: 0.2027982026, other_time: 3.7828598022
epoch time: 14.6440582275s, input_fired_time: 0.2858759165, output_fired_time: 0.0000000000, propagate_forward_time: 13.7096633911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485185623
validation[          , genome  6737] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       703.25909, best error:       653.21680 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 179.8637084961s, input_fired_time: 2.2552318573, output_fired_time: 1.9804148674, propagate_forward_time: 68.5307998657, propagate_backward_time: 103.2784271240, weight_update_time: 0.2057853341, other_time: 3.8188400269
epoch time: 14.5326681137s, input_fired_time: 0.2860407531, output_fired_time: 0.0000000000, propagate_forward_time: 13.5886840820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579437256
validation[          , genome  6737] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       762.30939, best error:       653.21680 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 180.0755310059s, input_fired_time: 2.2290925980, output_fired_time: 2.0282411575, propagate_forward_time: 68.6555099487, propagate_backward_time: 103.3647155762, weight_update_time: 0.1982425004, other_time: 3.7979660034
epoch time: 14.6176633835s, input_fired_time: 0.2850906551, output_fired_time: 0.0000000000, propagate_forward_time: 13.6792039871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533689499
validation[          , genome  6737] predictions:    9716/  10000 (97.16%), best:    9800/10000 (98.00%), error:       894.39819, best error:       653.21680 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.9439544678s, input_fired_time: 2.2329559326, output_fired_time: 1.9832628965, propagate_forward_time: 68.2865447998, propagate_backward_time: 102.6556472778, weight_update_time: 0.1999540478, other_time: 3.7855453491
epoch time: 14.5163097382s, input_fired_time: 0.2879250348, output_fired_time: 0.0000000000, propagate_forward_time: 13.5738573074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545276642
validation[          , genome  6737] predictions:    9762/  10000 (97.62%), best:    9800/10000 (98.00%), error:       777.48083, best error:       653.21680 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 179.6601409912s, input_fired_time: 2.2188372612, output_fired_time: 1.9725368023, propagate_forward_time: 68.6378021240, propagate_backward_time: 103.0839004517, weight_update_time: 0.1962312013, other_time: 3.7470626831
epoch time: 14.7765417099s, input_fired_time: 0.2975061834, output_fired_time: 0.0000000000, propagate_forward_time: 13.8100023270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6690330505
validation[          , genome  6737] predictions:    9823/  10000 (98.23%), best:    9800/10000 (98.00%), error:       660.82538, best error:       653.21680 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 180.8509826660s, input_fired_time: 2.2490017414, output_fired_time: 2.0025787354, propagate_forward_time: 69.0324478149, propagate_backward_time: 103.7320785522, weight_update_time: 0.2087296844, other_time: 3.8348693848
epoch time: 14.6351308823s, input_fired_time: 0.2895713449, output_fired_time: 0.0000000000, propagate_forward_time: 13.6904125214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551465988
validation[          , genome  6737] predictions:    9810/  10000 (98.10%), best:    9800/10000 (98.00%), error:       706.03680, best error:       653.21680 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 179.6501007080s, input_fired_time: 2.2182347775, output_fired_time: 2.0064840317, propagate_forward_time: 68.6990356445, propagate_backward_time: 103.0087890625, weight_update_time: 0.1959509254, other_time: 3.7175598145
epoch time: 14.5341606140s, input_fired_time: 0.2845008075, output_fired_time: 0.0000000000, propagate_forward_time: 13.6026611328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469984055
validation[          , genome  6737] predictions:    9789/  10000 (97.89%), best:    9800/10000 (98.00%), error:       740.19806, best error:       653.21680 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 179.5090484619s, input_fired_time: 2.2329399586, output_fired_time: 1.9864184856, propagate_forward_time: 68.4512634277, propagate_backward_time: 103.1033248901, weight_update_time: 0.1989024580, other_time: 3.7350997925
epoch time: 14.4025840759s, input_fired_time: 0.2875613272, output_fired_time: 0.0000000000, propagate_forward_time: 13.4391698837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758527756
validation[          , genome  6737] predictions:    9755/  10000 (97.55%), best:    9800/10000 (98.00%), error:       786.36572, best error:       653.21680 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 181.1689300537s, input_fired_time: 2.2806859016, output_fired_time: 1.9954652786, propagate_forward_time: 69.1057968140, propagate_backward_time: 103.9580307007, weight_update_time: 0.2041120082, other_time: 3.8289489746
epoch time: 14.6678380966s, input_fired_time: 0.2826806605, output_fired_time: 0.0000000000, propagate_forward_time: 13.7278623581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572952271
validation[          , genome  6737] predictions:    9790/  10000 (97.90%), best:    9800/10000 (98.00%), error:       710.59973, best error:       653.21680 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 180.3410491943s, input_fired_time: 2.2396514416, output_fired_time: 1.9886928797, propagate_forward_time: 68.7748336792, propagate_backward_time: 103.5532989502, weight_update_time: 0.1984906793, other_time: 3.7845687866
epoch time: 14.8944997787s, input_fired_time: 0.2921213508, output_fired_time: 0.0000000000, propagate_forward_time: 13.9466791153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556997299
validation[          , genome  6737] predictions:    9726/  10000 (97.26%), best:    9800/10000 (98.00%), error:       857.55170, best error:       653.21680 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 178.7341003418s, input_fired_time: 2.2225365639, output_fired_time: 1.9721844196, propagate_forward_time: 68.1223373413, propagate_backward_time: 102.6796035767, weight_update_time: 0.1972377747, other_time: 3.7374420166
epoch time: 14.6001148224s, input_fired_time: 0.2782942653, output_fired_time: 0.0000000000, propagate_forward_time: 13.6823196411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395006180
validation[          , genome  6737] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       713.14343, best error:       653.21680 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 178.3781890869s, input_fired_time: 2.2361805439, output_fired_time: 1.9622130394, propagate_forward_time: 67.9411163330, propagate_backward_time: 102.4266052246, weight_update_time: 0.2009054720, other_time: 3.8120727539
epoch time: 14.7011737823s, input_fired_time: 0.2857250273, output_fired_time: 0.0000000000, propagate_forward_time: 13.7773752213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380739212
validation[          , genome  6737] predictions:    9750/  10000 (97.50%), best:    9800/10000 (98.00%), error:       862.09875, best error:       653.21680 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 180.0733795166s, input_fired_time: 2.2367968559, output_fired_time: 1.9923446178, propagate_forward_time: 68.5954132080, propagate_backward_time: 103.4915390015, weight_update_time: 0.1964445263, other_time: 3.7572860718
epoch time: 14.5991125107s, input_fired_time: 0.2907709777, output_fired_time: 0.0000000000, propagate_forward_time: 13.6437044144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646375656
validation[          , genome  6737] predictions:    9763/  10000 (97.63%), best:    9800/10000 (98.00%), error:       783.45844, best error:       653.21680 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 179.8589324951s, input_fired_time: 2.2295801640, output_fired_time: 1.9893206358, propagate_forward_time: 68.5856475830, propagate_backward_time: 103.3099670410, weight_update_time: 0.2013246715, other_time: 3.7444152832
epoch time: 14.7847328186s, input_fired_time: 0.2873203754, output_fired_time: 0.0000000000, propagate_forward_time: 13.8453969955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520156860
validation[          , genome  6737] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       698.28857, best error:       653.21680 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 179.9636688232s, input_fired_time: 2.2323405743, output_fired_time: 1.9901427031, propagate_forward_time: 68.6582031250, propagate_backward_time: 103.2700958252, weight_update_time: 0.2033054978, other_time: 3.8128814697
epoch time: 14.5220565796s, input_fired_time: 0.2880816758, output_fired_time: 0.0000000000, propagate_forward_time: 13.5745630264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594114304
validation[          , genome  6737] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       734.16223, best error:       653.21680 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 179.7087249756s, input_fired_time: 2.2451772690, output_fired_time: 2.0031595230, propagate_forward_time: 68.4688415527, propagate_backward_time: 103.2526931763, weight_update_time: 0.1974593699, other_time: 3.7388534546
epoch time: 14.5418872833s, input_fired_time: 0.2881987095, output_fired_time: 0.0000000000, propagate_forward_time: 13.5936012268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600875854
validation[          , genome  6737] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       784.32050, best error:       653.21680 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 179.3833923340s, input_fired_time: 2.2373008728, output_fired_time: 1.9810422659, propagate_forward_time: 68.3804321289, propagate_backward_time: 102.9727096558, weight_update_time: 0.1987171471, other_time: 3.8118972778
epoch time: 14.9080982208s, input_fired_time: 0.2845466435, output_fired_time: 0.0000000000, propagate_forward_time: 13.9777612686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6457901001
validation[          , genome  6737] predictions:    9728/  10000 (97.28%), best:    9800/10000 (98.00%), error:       906.99377, best error:       653.21680 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 182.3191986084s, input_fired_time: 2.2620496750, output_fired_time: 2.0177123547, propagate_forward_time: 69.5412445068, propagate_backward_time: 104.7637634277, weight_update_time: 0.1959966868, other_time: 3.7344207764
epoch time: 14.6157541275s, input_fired_time: 0.2810925245, output_fired_time: 0.0000000000, propagate_forward_time: 13.6928949356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417665482
validation[          , genome  6737] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       745.33990, best error:       653.21680 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 180.6504058838s, input_fired_time: 2.2684571743, output_fired_time: 2.0042026043, propagate_forward_time: 68.8829803467, propagate_backward_time: 103.6581115723, weight_update_time: 0.2015110999, other_time: 3.8366546631
epoch time: 14.5768346786s, input_fired_time: 0.2853066921, output_fired_time: 0.0000000000, propagate_forward_time: 13.6336879730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578397751
validation[          , genome  6737] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       692.80383, best error:       653.21680 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 179.8744659424s, input_fired_time: 2.2779681683, output_fired_time: 1.9888426065, propagate_forward_time: 68.5769577026, propagate_backward_time: 103.2576828003, weight_update_time: 0.2026646435, other_time: 3.7730102539
epoch time: 14.7277698517s, input_fired_time: 0.2839829922, output_fired_time: 0.0000000000, propagate_forward_time: 13.7989587784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448278427
validation[          , genome  6737] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       704.95886, best error:       653.21680 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 180.9612121582s, input_fired_time: 2.2450473309, output_fired_time: 1.9962269068, propagate_forward_time: 69.0411834717, propagate_backward_time: 103.8958816528, weight_update_time: 0.1978332847, other_time: 3.7828750610
epoch time: 14.4605398178s, input_fired_time: 0.2874237895, output_fired_time: 0.0000000000, propagate_forward_time: 13.5097694397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633462906
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       735.07861, best error:       653.21680 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 179.2064056396s, input_fired_time: 2.2556586266, output_fired_time: 2.0023622513, propagate_forward_time: 68.2621383667, propagate_backward_time: 102.8898162842, weight_update_time: 0.2029829323, other_time: 3.7964248657
epoch time: 14.5768604279s, input_fired_time: 0.2806144059, output_fired_time: 0.0000000000, propagate_forward_time: 13.6545410156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417045593
validation[          , genome  6737] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       721.50970, best error:       653.21680 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 179.9013824463s, input_fired_time: 2.2517163754, output_fired_time: 1.9864898920, propagate_forward_time: 68.5747375488, propagate_backward_time: 103.3370666504, weight_update_time: 0.1982910782, other_time: 3.7513732910
epoch time: 14.8109807968s, input_fired_time: 0.2912239134, output_fired_time: 0.0000000000, propagate_forward_time: 13.8771257401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426315308
validation[          , genome  6737] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       730.16113, best error:       653.21680 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 179.9956054688s, input_fired_time: 2.2632999420, output_fired_time: 1.9916492701, propagate_forward_time: 68.7055206299, propagate_backward_time: 103.2238540649, weight_update_time: 0.2004350275, other_time: 3.8112716675
epoch time: 14.5149612427s, input_fired_time: 0.2901329696, output_fired_time: 0.0000000000, propagate_forward_time: 13.5784416199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463871002
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       750.30286, best error:       653.21680 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 179.0370788574s, input_fired_time: 2.2318856716, output_fired_time: 2.0091066360, propagate_forward_time: 68.2827453613, propagate_backward_time: 102.7180862427, weight_update_time: 0.2076073736, other_time: 3.7952499390
epoch time: 14.7379732132s, input_fired_time: 0.2814709246, output_fired_time: 0.0000000000, propagate_forward_time: 13.8173913956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6391105652
validation[          , genome  6737] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       737.71735, best error:       653.21680 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 178.8893432617s, input_fired_time: 2.2330217361, output_fired_time: 1.9743219614, propagate_forward_time: 68.2281799316, propagate_backward_time: 102.7109375000, weight_update_time: 0.1965872645, other_time: 3.7428894043
epoch time: 14.9125728607s, input_fired_time: 0.2874240279, output_fired_time: 0.0000000000, propagate_forward_time: 13.9655113220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596374512
validation[          , genome  6737] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       758.21240, best error:       653.21680 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 180.5458221436s, input_fired_time: 2.2712872028, output_fired_time: 2.0152909756, propagate_forward_time: 68.7649688721, propagate_backward_time: 103.6858978271, weight_update_time: 0.1999210417, other_time: 3.8083801270
epoch time: 14.6474695206s, input_fired_time: 0.2889920771, output_fired_time: 0.0000000000, propagate_forward_time: 13.7126083374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458692551
validation[          , genome  6737] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       806.99738, best error:       653.21680 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 180.2102355957s, input_fired_time: 2.2597002983, output_fired_time: 2.0026049614, propagate_forward_time: 68.7114715576, propagate_backward_time: 103.4854583740, weight_update_time: 0.1959611624, other_time: 3.7509918213
epoch time: 14.6158304214s, input_fired_time: 0.2878490090, output_fired_time: 0.0000000000, propagate_forward_time: 13.6905336380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6374473572
validation[          , genome  6737] predictions:    9798/  10000 (97.98%), best:    9800/10000 (98.00%), error:       692.61737, best error:       653.21680 on epoch:    66, 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: 73.5866317749s, input_fired_time: 1.4474591017, output_fired_time: 0.0000000000, propagate_forward_time: 68.6831054688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4560699463
best training[          , genome  6737] predictions:   49794/  50000 (99.59%), best:    9800/10000 (98.00%), error:       981.44604, best error:       653.21680 on epoch:    66, 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: 14.5925865173s, input_fired_time: 0.2834253907, output_fired_time: 0.0000000000, propagate_forward_time: 13.6630020142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6461591721
   testing[          , genome  6737] predictions:    9821/  10000 (98.21%), best:    9800/10000 (98.00%), error:       596.32404, best error:       653.21680 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:12:58 (2680): called boinc_finish(0)

</stderr_txt>
]]>