Nameexact_genome_1509103842_24_17203_0
Workunit2276412
Created28 Oct 2017, 16:43:23 UTC
Sent28 Oct 2017, 17:05:10 UTC
Report deadline25 Dec 2017, 5:16:23 UTC
Received3 Nov 2017, 4:48:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 8 hours 5 min 7 sec
CPU time1 days 8 hours 0 min
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size177.13 MB
Peak swap size175.63 MB
Peak disk usage7.01 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, propagate_forward_time: 76.9325485229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1256027222
validation[          , genome 17203] predictions:    9849/  10000 (98.49%), best:    9858/10000 (98.58%), error:       491.92578, best error:       467.69714 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1036.7275390625s, input_fired_time: 11.8714704514, output_fired_time: 12.2406215668, propagate_forward_time: 388.4008789063, propagate_backward_time: 612.2085571289, weight_update_time: 1.1107137203, other_time: 12.0060424805
epoch time: 81.4649734497s, input_fired_time: 1.4708966017, output_fired_time: 0.0000000000, propagate_forward_time: 77.8766021729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1174774170
validation[          , genome 17203] predictions:    9850/  10000 (98.50%), best:    9858/10000 (98.58%), error:       470.04828, best error:       467.69714 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1035.9617919922s, input_fired_time: 11.8894004822, output_fired_time: 12.2327680588, propagate_forward_time: 388.0315246582, propagate_backward_time: 611.7446289063, weight_update_time: 1.1157824993, other_time: 12.0634765625
epoch time: 81.3515014648s, input_fired_time: 1.4689729214, output_fired_time: 0.0000000000, propagate_forward_time: 77.7652969360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1172332764
validation[          , genome 17203] predictions:    9787/  10000 (97.87%), best:    9858/10000 (98.58%), error:       632.14746, best error:       467.69714 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1039.4633789063s, input_fired_time: 11.8812112808, output_fired_time: 12.2492446899, propagate_forward_time: 389.3225708008, propagate_backward_time: 613.9820556641, weight_update_time: 1.1175132990, other_time: 12.0282592773
epoch time: 80.5628662109s, input_fired_time: 1.4501326084, output_fired_time: 0.0000000000, propagate_forward_time: 76.9985122681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1142196655
validation[          , genome 17203] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       461.97778, best error:       461.97778 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1040.0644531250s, input_fired_time: 11.8955736160, output_fired_time: 12.2680130005, propagate_forward_time: 390.2394104004, propagate_backward_time: 613.6207275391, weight_update_time: 1.1180702448, other_time: 12.0406494141
epoch time: 80.9294509888s, input_fired_time: 1.4587711096, output_fired_time: 0.0000000000, propagate_forward_time: 77.3380966187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1325836182
validation[          , genome 17203] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       499.15414, best error:       461.97778 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1039.6462402344s, input_fired_time: 11.9322261810, output_fired_time: 12.3466415405, propagate_forward_time: 389.6252136230, propagate_backward_time: 613.7283325195, weight_update_time: 1.1051380634, other_time: 12.0138549805
epoch time: 80.9712829590s, input_fired_time: 1.4622797966, output_fired_time: 0.0000000000, propagate_forward_time: 77.3609695435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1480331421
validation[          , genome 17203] predictions:    9851/  10000 (98.51%), best:    9859/10000 (98.59%), error:       514.78656, best error:       461.97778 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1040.3455810547s, input_fired_time: 11.8834934235, output_fired_time: 12.3188858032, propagate_forward_time: 389.6050109863, propagate_backward_time: 614.5064086914, weight_update_time: 1.1112461090, other_time: 12.0316772461
epoch time: 81.0903854370s, input_fired_time: 1.4645364285, output_fired_time: 0.0000000000, propagate_forward_time: 77.4919357300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1339111328
validation[          , genome 17203] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       446.63943, best error:       446.63943 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1041.9085693359s, input_fired_time: 11.9180316925, output_fired_time: 12.3015165329, propagate_forward_time: 390.8276367188, propagate_backward_time: 614.8459472656, weight_update_time: 1.1051670313, other_time: 12.0153808594
epoch time: 81.2394790649s, input_fired_time: 1.4655647278, output_fired_time: 0.0000000000, propagate_forward_time: 77.6693725586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1045379639
validation[          , genome 17203] predictions:    9851/  10000 (98.51%), best:    9870/10000 (98.70%), error:       477.07886, best error:       446.63943 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1037.6202392578s, input_fired_time: 11.8918495178, output_fired_time: 12.2829313278, propagate_forward_time: 388.6518249512, propagate_backward_time: 612.7640380859, weight_update_time: 1.1096668243, other_time: 12.0295410156
epoch time: 80.7872848511s, input_fired_time: 1.4629776478, output_fired_time: 0.0000000000, propagate_forward_time: 77.1987838745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1255264282
validation[          , genome 17203] predictions:    9776/  10000 (97.76%), best:    9870/10000 (98.70%), error:       618.46960, best error:       446.63943 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1037.9857177734s, input_fired_time: 11.9254465103, output_fired_time: 12.2681331635, propagate_forward_time: 389.1774597168, propagate_backward_time: 612.5690307617, weight_update_time: 1.1106691360, other_time: 12.0457153320
epoch time: 80.8201065063s, input_fired_time: 1.4634201527, output_fired_time: 0.0000000000, propagate_forward_time: 77.2230072021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1336822510
validation[          , genome 17203] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       413.77188, best error:       413.77188 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1038.6529541016s, input_fired_time: 11.9100637436, output_fired_time: 12.2973861694, propagate_forward_time: 389.0261230469, propagate_backward_time: 613.3499145508, weight_update_time: 1.1176669598, other_time: 12.0695190430
epoch time: 81.5976943970s, input_fired_time: 1.4719723463, output_fired_time: 0.0000000000, propagate_forward_time: 78.0019760132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1237487793
validation[          , genome 17203] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       421.50500, best error:       413.77188 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1037.9678955078s, input_fired_time: 11.9262561798, output_fired_time: 12.3070077896, propagate_forward_time: 389.4880676270, propagate_backward_time: 612.1843872070, weight_update_time: 1.1155012846, other_time: 12.0621948242
epoch time: 81.9102554321s, input_fired_time: 1.4772191048, output_fired_time: 0.0000000000, propagate_forward_time: 78.3306884766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1023483276
validation[          , genome 17203] predictions:    9855/  10000 (98.55%), best:    9874/10000 (98.74%), error:       488.91687, best error:       413.77188 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1038.0917968750s, input_fired_time: 11.9255037308, output_fired_time: 12.2915077209, propagate_forward_time: 388.8299560547, propagate_backward_time: 613.0385131836, weight_update_time: 1.1171039343, other_time: 12.0062866211
epoch time: 80.8950271606s, input_fired_time: 1.4773457050, output_fired_time: 0.0000000000, propagate_forward_time: 77.3035583496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1141204834
validation[          , genome 17203] predictions:    9846/  10000 (98.46%), best:    9874/10000 (98.74%), error:       514.70514, best error:       413.77188 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1034.5059814453s, input_fired_time: 11.8579521179, output_fired_time: 12.2370920181, propagate_forward_time: 387.6306152344, propagate_backward_time: 610.8348999023, weight_update_time: 1.1083852053, other_time: 11.9453735352
epoch time: 80.4681777954s, input_fired_time: 1.4580557346, output_fired_time: 0.0000000000, propagate_forward_time: 76.9316711426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0784530640
validation[          , genome 17203] predictions:    9857/  10000 (98.57%), best:    9874/10000 (98.74%), error:       450.72150, best error:       413.77188 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1033.7976074219s, input_fired_time: 11.8262987137, output_fired_time: 12.2041397095, propagate_forward_time: 388.1153869629, propagate_backward_time: 609.8820190430, weight_update_time: 1.0998873711, other_time: 11.7697143555
epoch time: 81.1184463501s, input_fired_time: 1.4632146358, output_fired_time: 0.0000000000, propagate_forward_time: 77.5676574707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0875778198
validation[          , genome 17203] predictions:    9864/  10000 (98.64%), best:    9874/10000 (98.74%), error:       428.84509, best error:       413.77188 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1036.4730224609s, input_fired_time: 11.8459033966, output_fired_time: 12.2456941605, propagate_forward_time: 388.6044921875, propagate_backward_time: 611.9691772461, weight_update_time: 1.1003655195, other_time: 11.8077392578
epoch time: 81.0816040039s, input_fired_time: 1.4657084942, output_fired_time: 0.0000000000, propagate_forward_time: 77.5315856934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0843124390
validation[          , genome 17203] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       404.03564, best error:       404.03564 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1034.2126464844s, input_fired_time: 11.8362913132, output_fired_time: 12.1971035004, propagate_forward_time: 387.2739868164, propagate_backward_time: 611.0883178711, weight_update_time: 1.1006325483, other_time: 11.8169555664
epoch time: 81.7615814209s, input_fired_time: 1.4775342941, output_fired_time: 0.0000000000, propagate_forward_time: 78.2061004639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0779495239
validation[          , genome 17203] predictions:    9847/  10000 (98.47%), best:    9882/10000 (98.82%), error:       455.70865, best error:       404.03564 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1037.1873779297s, input_fired_time: 11.8730611801, output_fired_time: 12.2125225067, propagate_forward_time: 389.1792297363, propagate_backward_time: 612.0940551758, weight_update_time: 1.0942698717, other_time: 11.8285522461
epoch time: 81.9091186523s, input_fired_time: 1.4771153927, output_fired_time: 0.0000000000, propagate_forward_time: 78.3351440430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0968627930
validation[          , genome 17203] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       414.43384, best error:       404.03564 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1035.6530761719s, input_fired_time: 11.8732042313, output_fired_time: 12.2369947433, propagate_forward_time: 387.8532714844, propagate_backward_time: 611.9071655273, weight_update_time: 1.0963977575, other_time: 11.7824096680
epoch time: 80.7064285278s, input_fired_time: 1.4547547102, output_fired_time: 0.0000000000, propagate_forward_time: 77.1589889526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0926818848
validation[          , genome 17203] predictions:    9833/  10000 (98.33%), best:    9882/10000 (98.82%), error:       546.04120, best error:       404.03564 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1038.8535156250s, input_fired_time: 11.8972110748, output_fired_time: 12.2213420868, propagate_forward_time: 389.2930297852, propagate_backward_time: 613.6312866211, weight_update_time: 1.1006320715, other_time: 11.8106689453
epoch time: 81.4834136963s, input_fired_time: 1.4721034765, output_fired_time: 0.0000000000, propagate_forward_time: 77.9268264771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0844802856
validation[          , genome 17203] predictions:    9868/  10000 (98.68%), best:    9882/10000 (98.82%), error:       412.22617, best error:       404.03564 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1038.6439208984s, input_fired_time: 11.8992328644, output_fired_time: 12.2552556992, propagate_forward_time: 390.0143737793, propagate_backward_time: 612.7026367188, weight_update_time: 1.0969411135, other_time: 11.7723388672
epoch time: 81.8221359253s, input_fired_time: 1.4706916809, output_fired_time: 0.0000000000, propagate_forward_time: 78.2793350220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0721054077
validation[          , genome 17203] predictions:    9872/  10000 (98.72%), best:    9882/10000 (98.82%), error:       418.93597, best error:       404.03564 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1036.1364746094s, input_fired_time: 11.8520402908, output_fired_time: 12.1897115707, propagate_forward_time: 388.1247863770, propagate_backward_time: 612.1873168945, weight_update_time: 1.0930678844, other_time: 11.7826538086
epoch time: 81.3471145630s, input_fired_time: 1.4612178802, output_fired_time: 0.0000000000, propagate_forward_time: 77.8181152344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0677795410
validation[          , genome 17203] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       362.77927, best error:       362.77927 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1036.9232177734s, input_fired_time: 11.8826122284, output_fired_time: 12.1930084229, propagate_forward_time: 389.3518676758, propagate_backward_time: 611.6506958008, weight_update_time: 1.1002521515, other_time: 11.8450927734
epoch time: 80.6176223755s, input_fired_time: 1.4624751806, output_fired_time: 0.0000000000, propagate_forward_time: 77.0890121460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0661315918
validation[          , genome 17203] predictions:    9869/  10000 (98.69%), best:    9888/10000 (98.88%), error:       408.09167, best error:       362.77927 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1036.8115234375s, input_fired_time: 11.9070415497, output_fired_time: 12.2221984863, propagate_forward_time: 388.9208374023, propagate_backward_time: 611.9429321289, weight_update_time: 1.0995162725, other_time: 11.8186035156
epoch time: 81.4277114868s, input_fired_time: 1.4709469080, output_fired_time: 0.0000000000, propagate_forward_time: 77.8892211914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0675430298
validation[          , genome 17203] predictions:    9861/  10000 (98.61%), best:    9888/10000 (98.88%), error:       409.21729, best error:       362.77927 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1038.2895507813s, input_fired_time: 11.8989057541, output_fired_time: 12.2614374161, propagate_forward_time: 389.0296020508, propagate_backward_time: 613.2193603516, weight_update_time: 1.0978358984, other_time: 11.8802490234
epoch time: 81.5775909424s, input_fired_time: 1.4781277180, output_fired_time: 0.0000000000, propagate_forward_time: 78.0199508667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0795135498
validation[          , genome 17203] predictions:    9875/  10000 (98.75%), best:    9888/10000 (98.88%), error:       378.32458, best error:       362.77927 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1037.1064453125s, input_fired_time: 11.8963317871, output_fired_time: 12.2450246811, propagate_forward_time: 389.0314941406, propagate_backward_time: 612.0933837891, weight_update_time: 1.0981348753, other_time: 11.8402099609
epoch time: 81.6763916016s, input_fired_time: 1.4705023766, output_fired_time: 0.0000000000, propagate_forward_time: 78.1166076660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0892791748
validation[          , genome 17203] predictions:    9865/  10000 (98.65%), best:    9888/10000 (98.88%), error:       423.52762, best error:       362.77927 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1033.4587402344s, input_fired_time: 11.8986797333, output_fired_time: 12.1954116821, propagate_forward_time: 387.0003967285, propagate_backward_time: 610.5485229492, weight_update_time: 1.0991942883, other_time: 11.8157348633
epoch time: 81.3712844849s, input_fired_time: 1.4704163074, output_fired_time: 0.0000000000, propagate_forward_time: 77.8024978638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0983734131
validation[          , genome 17203] predictions:    9842/  10000 (98.42%), best:    9888/10000 (98.88%), error:       500.74713, best error:       362.77927 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1035.9079589844s, input_fired_time: 11.9139747620, output_fired_time: 12.2576360703, propagate_forward_time: 388.9104919434, propagate_backward_time: 611.0130615234, weight_update_time: 1.0987848043, other_time: 11.8127441406
epoch time: 81.4258880615s, input_fired_time: 1.4740034342, output_fired_time: 0.0000000000, propagate_forward_time: 77.8805999756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0712814331
validation[          , genome 17203] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       369.50870, best error:       362.77927 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1040.4230957031s, input_fired_time: 11.9851570129, output_fired_time: 12.2492513657, propagate_forward_time: 390.1683959961, propagate_backward_time: 614.0569458008, weight_update_time: 1.1089236736, other_time: 11.9633789063
epoch time: 81.0509796143s, input_fired_time: 1.4770553112, output_fired_time: 0.0000000000, propagate_forward_time: 77.4944305420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0794906616
validation[          , genome 17203] predictions:    9876/  10000 (98.76%), best:    9888/10000 (98.88%), error:       405.56302, best error:       362.77927 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1036.3354492188s, input_fired_time: 11.9075527191, output_fired_time: 12.2563848495, propagate_forward_time: 388.1281738281, propagate_backward_time: 612.1860961914, weight_update_time: 1.1003495455, other_time: 11.8571777344
epoch time: 81.8119583130s, input_fired_time: 1.4810314178, output_fired_time: 0.0000000000, propagate_forward_time: 78.2680130005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0629119873
validation[          , genome 17203] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       364.56155, best error:       362.77927 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1036.9842529297s, input_fired_time: 11.9041357040, output_fired_time: 12.2106723785, propagate_forward_time: 389.2026977539, propagate_backward_time: 611.8029174805, weight_update_time: 1.0935385227, other_time: 11.8637695313
epoch time: 81.1614685059s, input_fired_time: 1.4686654806, output_fired_time: 0.0000000000, propagate_forward_time: 77.6294631958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0633392334
validation[          , genome 17203] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       342.84930, best error:       342.84930 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1037.4550781250s, input_fired_time: 11.9233322144, output_fired_time: 12.2062587738, propagate_forward_time: 389.1925659180, propagate_backward_time: 612.3104858398, weight_update_time: 1.1033339500, other_time: 11.8224487305
epoch time: 81.6298370361s, input_fired_time: 1.4824358225, output_fired_time: 0.0000000000, propagate_forward_time: 78.0673675537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0800323486
validation[          , genome 17203] predictions:    9857/  10000 (98.57%), best:    9886/10000 (98.86%), error:       477.57077, best error:       342.84930 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1036.9226074219s, input_fired_time: 11.9015522003, output_fired_time: 12.2156610489, propagate_forward_time: 388.4467773438, propagate_backward_time: 612.5455322266, weight_update_time: 1.0950931311, other_time: 11.8130493164
epoch time: 80.7659759521s, input_fired_time: 1.4723509550, output_fired_time: 0.0000000000, propagate_forward_time: 77.2131805420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0804443359
validation[          , genome 17203] predictions:    9879/  10000 (98.79%), best:    9886/10000 (98.86%), error:       364.44199, best error:       342.84930 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1033.9010009766s, input_fired_time: 11.9052839279, output_fired_time: 12.1931295395, propagate_forward_time: 387.7270812988, propagate_backward_time: 610.2205200195, weight_update_time: 1.0962965488, other_time: 11.8550415039
epoch time: 81.2373352051s, input_fired_time: 1.4754680395, output_fired_time: 0.0000000000, propagate_forward_time: 77.6904373169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0714263916
validation[          , genome 17203] predictions:    9822/  10000 (98.22%), best:    9886/10000 (98.86%), error:       545.88367, best error:       342.84930 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1035.8784179688s, input_fired_time: 11.9160671234, output_fired_time: 12.2037258148, propagate_forward_time: 387.7688293457, propagate_backward_time: 612.1542968750, weight_update_time: 1.1012222767, other_time: 11.8354492188
epoch time: 81.5880050659s, input_fired_time: 1.4827760458, output_fired_time: 0.0000000000, propagate_forward_time: 78.0101699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0950622559
validation[          , genome 17203] predictions:    9850/  10000 (98.50%), best:    9886/10000 (98.86%), error:       456.15915, best error:       342.84930 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1036.3138427734s, input_fired_time: 11.9009294510, output_fired_time: 12.2766914368, propagate_forward_time: 388.8020019531, propagate_backward_time: 611.4600830078, weight_update_time: 1.0952095985, other_time: 11.8742065430
epoch time: 81.3451309204s, input_fired_time: 1.4771384001, output_fired_time: 0.0000000000, propagate_forward_time: 77.7905731201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0774230957
validation[          , genome 17203] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       337.83124, best error:       337.83124 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1036.4511718750s, input_fired_time: 11.9141149521, output_fired_time: 12.2435550690, propagate_forward_time: 387.8671264648, propagate_backward_time: 612.6099853516, weight_update_time: 1.0903605223, other_time: 11.8164672852
epoch time: 80.9456176758s, input_fired_time: 1.4692387581, output_fired_time: 0.0000000000, propagate_forward_time: 77.3770675659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0993118286
validation[          , genome 17203] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       378.24225, best error:       337.83124 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1032.9129638672s, input_fired_time: 11.8796577454, output_fired_time: 12.2047357559, propagate_forward_time: 386.8779296875, propagate_backward_time: 610.1027221680, weight_update_time: 1.0993322134, other_time: 11.8479614258
epoch time: 81.7997131348s, input_fired_time: 1.4819637537, output_fired_time: 0.0000000000, propagate_forward_time: 78.2274551392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0902938843
validation[          , genome 17203] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       365.61578, best error:       337.83124 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1040.0900878906s, input_fired_time: 11.9784765244, output_fired_time: 12.2863788605, propagate_forward_time: 390.2080383301, propagate_backward_time: 613.7468872070, weight_update_time: 1.0995420218, other_time: 11.8703002930
epoch time: 81.3485488892s, input_fired_time: 1.4848736525, output_fired_time: 0.0000000000, propagate_forward_time: 77.7629241943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1007537842
validation[          , genome 17203] predictions:    9894/  10000 (98.94%), best:    9891/10000 (98.91%), error:       344.10458, best error:       337.83124 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1046.9348144531s, input_fired_time: 12.0207538605, output_fired_time: 12.3239612579, propagate_forward_time: 392.8646240234, propagate_backward_time: 617.8372802734, weight_update_time: 1.1074529886, other_time: 11.8881835938
epoch time: 82.0041122437s, input_fired_time: 1.5004419088, output_fired_time: 0.0000000000, propagate_forward_time: 78.4029159546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1007537842
validation[          , genome 17203] predictions:    9879/  10000 (98.79%), best:    9891/10000 (98.91%), error:       363.46033, best error:       337.83124 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1046.8458251953s, input_fired_time: 12.0642061234, output_fired_time: 12.3629083633, propagate_forward_time: 391.8864440918, propagate_backward_time: 618.5827026367, weight_update_time: 1.0973634720, other_time: 11.9495239258
epoch time: 81.8275985718s, input_fired_time: 1.4977264404, output_fired_time: 0.0000000000, propagate_forward_time: 78.2233428955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1065292358
validation[          , genome 17203] predictions:    9874/  10000 (98.74%), best:    9891/10000 (98.91%), error:       349.36035, best error:       337.83124 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1050.0999755859s, input_fired_time: 12.0821256638, output_fired_time: 12.4226875305, propagate_forward_time: 393.3622131348, propagate_backward_time: 620.3433227539, weight_update_time: 1.1083865166, other_time: 11.8895874023
epoch time: 82.3255157471s, input_fired_time: 1.5082373619, output_fired_time: 0.0000000000, propagate_forward_time: 78.7081451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1091308594
validation[          , genome 17203] predictions:    9878/  10000 (98.78%), best:    9891/10000 (98.91%), error:       373.53366, best error:       337.83124 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1049.7077636719s, input_fired_time: 12.0963230133, output_fired_time: 12.3703413010, propagate_forward_time: 394.0553283691, propagate_backward_time: 619.2208862305, weight_update_time: 1.1172423363, other_time: 11.9649047852
epoch time: 81.9684524536s, input_fired_time: 1.4952864647, output_fired_time: 0.0000000000, propagate_forward_time: 78.3519210815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1212463379
validation[          , genome 17203] predictions:    9886/  10000 (98.86%), best:    9891/10000 (98.91%), error:       361.06308, best error:       337.83124 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1052.6153564453s, input_fired_time: 12.1046638489, output_fired_time: 12.4163808823, propagate_forward_time: 394.2041015625, propagate_backward_time: 621.8884887695, weight_update_time: 1.1135387421, other_time: 12.0017700195
epoch time: 82.3064575195s, input_fired_time: 1.5000569820, output_fired_time: 0.0000000000, propagate_forward_time: 78.6918716431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1145324707
validation[          , genome 17203] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       371.84387, best error:       337.83124 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1058.1732177734s, input_fired_time: 12.1789150238, output_fired_time: 12.4090728760, propagate_forward_time: 396.3422546387, propagate_backward_time: 625.2107543945, weight_update_time: 1.1174033880, other_time: 12.0321655273
epoch time: 83.1716995239s, input_fired_time: 1.5172835588, output_fired_time: 0.0000000000, propagate_forward_time: 79.5191268921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1352920532
validation[          , genome 17203] predictions:    9873/  10000 (98.73%), best:    9891/10000 (98.91%), error:       386.42725, best error:       337.83124 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1070.5531005859s, input_fired_time: 12.3300285339, output_fired_time: 12.6146316528, propagate_forward_time: 401.6229553223, propagate_backward_time: 631.8854370117, weight_update_time: 1.1224633455, other_time: 12.1000366211
epoch time: 84.0525207520s, input_fired_time: 1.5315561295, output_fired_time: 0.0000000000, propagate_forward_time: 80.3767547607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1442108154
validation[          , genome 17203] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       331.17786, best error:       331.17786 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1073.1191406250s, input_fired_time: 12.3771944046, output_fired_time: 12.6514902115, propagate_forward_time: 404.0775756836, propagate_backward_time: 631.8767089844, weight_update_time: 1.1348474026, other_time: 12.1361694336
epoch time: 84.4201965332s, input_fired_time: 1.5299792290, output_fired_time: 0.0000000000, propagate_forward_time: 80.7616348267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1285858154
validation[          , genome 17203] predictions:    9891/  10000 (98.91%), best:    9894/10000 (98.94%), error:       350.98776, best error:       331.17786 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1073.9964599609s, input_fired_time: 12.3767824173, output_fired_time: 12.6868658066, propagate_forward_time: 403.0259094238, propagate_backward_time: 633.7691040039, weight_update_time: 1.1331434250, other_time: 12.1377563477
epoch time: 84.2213287354s, input_fired_time: 1.5336447954, output_fired_time: 0.0000000000, propagate_forward_time: 80.5613784790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1263046265
validation[          , genome 17203] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       322.89148, best error:       322.89148 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1076.3092041016s, input_fired_time: 12.3913841248, output_fired_time: 12.7410764694, propagate_forward_time: 403.0954589844, propagate_backward_time: 635.8783569336, weight_update_time: 1.1409920454, other_time: 12.2029418945
epoch time: 83.7115020752s, input_fired_time: 1.5314282179, output_fired_time: 0.0000000000, propagate_forward_time: 80.0223464966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1577301025
validation[          , genome 17203] predictions:    9898/  10000 (98.98%), best:    9895/10000 (98.95%), error:       331.82513, best error:       322.89148 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1082.5435791016s, input_fired_time: 12.4796380997, output_fired_time: 12.7326927185, propagate_forward_time: 406.4614562988, propagate_backward_time: 638.6015625000, weight_update_time: 1.1410273314, other_time: 12.2683105469
epoch time: 84.6012268066s, input_fired_time: 1.5425246954, output_fired_time: 0.0000000000, propagate_forward_time: 80.9114151001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1472854614
validation[          , genome 17203] predictions:    9814/  10000 (98.14%), best:    9895/10000 (98.95%), error:       528.90527, best error:       322.89148 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1082.3225097656s, input_fired_time: 12.4530525208, output_fired_time: 12.8130054474, propagate_forward_time: 406.0660705566, propagate_backward_time: 638.7381591797, weight_update_time: 1.1385213137, other_time: 12.2523193359
epoch time: 85.2569808960s, input_fired_time: 1.5592250824, output_fired_time: 0.0000000000, propagate_forward_time: 81.5345077515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1632461548
validation[          , genome 17203] predictions:    9890/  10000 (98.90%), best:    9895/10000 (98.95%), error:       363.75134, best error:       322.89148 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1084.4619140625s, input_fired_time: 12.5119886398, output_fired_time: 12.7973890305, propagate_forward_time: 406.5879211426, propagate_backward_time: 640.2546997070, weight_update_time: 1.1465322971, other_time: 12.3099975586
epoch time: 86.2631988525s, input_fired_time: 1.5782036781, output_fired_time: 0.0000000000, propagate_forward_time: 82.5117263794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1732711792
validation[          , genome 17203] predictions:    9871/  10000 (98.71%), best:    9895/10000 (98.95%), error:       403.16739, best error:       322.89148 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1091.2337646484s, input_fired_time: 12.5470552444, output_fired_time: 12.8479042053, propagate_forward_time: 408.5379943848, propagate_backward_time: 644.9635620117, weight_update_time: 1.1445367336, other_time: 12.3373413086
epoch time: 85.2753601074s, input_fired_time: 1.5671952963, output_fired_time: 0.0000000000, propagate_forward_time: 81.5376510620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1705169678
validation[          , genome 17203] predictions:    9888/  10000 (98.88%), best:    9895/10000 (98.95%), error:       369.35840, best error:       322.89148 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1091.5267333984s, input_fired_time: 12.5829830170, output_fired_time: 12.8499307632, propagate_forward_time: 409.9460144043, propagate_backward_time: 643.8223876953, weight_update_time: 1.1501190662, other_time: 12.3253173828
epoch time: 86.1516952515s, input_fired_time: 1.5738142729, output_fired_time: 0.0000000000, propagate_forward_time: 82.3915252686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1863555908
validation[          , genome 17203] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       321.87836, best error:       321.87836 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1092.1268310547s, input_fired_time: 12.5968551636, output_fired_time: 12.8541717529, propagate_forward_time: 409.4025573730, propagate_backward_time: 644.9586181641, weight_update_time: 1.1529144049, other_time: 12.3146972656
epoch time: 84.8464279175s, input_fired_time: 1.5580338240, output_fired_time: 0.0000000000, propagate_forward_time: 81.1070480347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1813430786
validation[          , genome 17203] predictions:    9888/  10000 (98.88%), best:    9902/10000 (99.02%), error:       329.36404, best error:       321.87836 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1093.4024658203s, input_fired_time: 12.5952596664, output_fired_time: 12.9004163742, propagate_forward_time: 409.6222534180, propagate_backward_time: 645.9097900391, weight_update_time: 1.1644110680, other_time: 12.3748168945
epoch time: 85.7054367065s, input_fired_time: 1.5653127432, output_fired_time: 0.0000000000, propagate_forward_time: 81.9700241089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1700973511
validation[          , genome 17203] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       293.13953, best error:       293.13953 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1096.2969970703s, input_fired_time: 12.6493253708, output_fired_time: 12.9252939224, propagate_forward_time: 410.7527465820, propagate_backward_time: 647.5469970703, weight_update_time: 1.1578837633, other_time: 12.4226684570
epoch time: 85.5937500000s, input_fired_time: 1.5775591135, output_fired_time: 0.0000000000, propagate_forward_time: 81.8434982300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1726913452
validation[          , genome 17203] predictions:    9882/  10000 (98.82%), best:    9910/10000 (99.10%), error:       398.74390, best error:       293.13953 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1096.7570800781s, input_fired_time: 12.6594133377, output_fired_time: 12.9406957626, propagate_forward_time: 411.4290466309, propagate_backward_time: 647.3381347656, weight_update_time: 1.1492178440, other_time: 12.3897705078
epoch time: 85.6367568970s, input_fired_time: 1.5703319311, output_fired_time: 0.0000000000, propagate_forward_time: 81.8586425781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2077789307
validation[          , genome 17203] predictions:    9899/  10000 (98.99%), best:    9910/10000 (99.10%), error:       325.07843, best error:       293.13953 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1097.7163085938s, input_fired_time: 12.6540498734, output_fired_time: 12.9140663147, propagate_forward_time: 411.4566040039, propagate_backward_time: 648.2424316406, weight_update_time: 1.1596623659, other_time: 12.4491577148
epoch time: 85.6510925293s, input_fired_time: 1.5644509792, output_fired_time: 0.0000000000, propagate_forward_time: 81.8896942139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1969451904
validation[          , genome 17203] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       298.83710, best error:       293.13953 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1100.6311035156s, input_fired_time: 12.7076301575, output_fired_time: 12.9775352478, propagate_forward_time: 412.8533935547, propagate_backward_time: 649.6268310547, weight_update_time: 1.1600736380, other_time: 12.4656982422
epoch time: 86.4387435913s, input_fired_time: 1.5768440962, output_fired_time: 0.0000000000, propagate_forward_time: 82.6539230347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2079772949
validation[          , genome 17203] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       336.13858, best error:       293.13953 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1103.5521240234s, input_fired_time: 12.7549610138, output_fired_time: 12.9962511063, propagate_forward_time: 413.8127136230, propagate_backward_time: 651.5412597656, weight_update_time: 1.1660182476, other_time: 12.4468994141
epoch time: 86.1400527954s, input_fired_time: 1.5767078400, output_fired_time: 0.0000000000, propagate_forward_time: 82.3717498779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1915969849
validation[          , genome 17203] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       307.97647, best error:       293.13953 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1101.0556640625s, input_fired_time: 12.6913557053, output_fired_time: 12.9734144211, propagate_forward_time: 412.7619934082, propagate_backward_time: 650.1928710938, weight_update_time: 1.1594287157, other_time: 12.4360351563
epoch time: 86.8629226685s, input_fired_time: 1.5918953419, output_fired_time: 0.0000000000, propagate_forward_time: 83.0530090332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2180175781
validation[          , genome 17203] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       297.00516, best error:       293.13953 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1104.8112792969s, input_fired_time: 12.7602624893, output_fired_time: 12.9949235916, propagate_forward_time: 414.3642883301, propagate_backward_time: 652.1960449219, weight_update_time: 1.1690983772, other_time: 12.4958496094
epoch time: 86.3040008545s, input_fired_time: 1.5826872587, output_fired_time: 0.0000000000, propagate_forward_time: 82.5525894165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1687240601
validation[          , genome 17203] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       299.66605, best error:       293.13953 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1106.9598388672s, input_fired_time: 12.7436256409, output_fired_time: 13.0372362137, propagate_forward_time: 414.7543945313, propagate_backward_time: 653.9645385742, weight_update_time: 1.1585408449, other_time: 12.4600219727
epoch time: 87.1412506104s, input_fired_time: 1.5979619026, output_fired_time: 0.0000000000, propagate_forward_time: 83.3002014160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2430877686
validation[          , genome 17203] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       294.97601, best error:       293.13953 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1103.9121093750s, input_fired_time: 12.7505617142, output_fired_time: 12.9740734100, propagate_forward_time: 413.8954162598, propagate_backward_time: 651.8022460938, weight_update_time: 1.1661934853, other_time: 12.4897460938
epoch time: 86.9022445679s, input_fired_time: 1.5923484564, output_fired_time: 0.0000000000, propagate_forward_time: 83.0927047729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2171936035
validation[          , genome 17203] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       310.23123, best error:       293.13953 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1112.3856201172s, input_fired_time: 12.8187904358, output_fired_time: 13.0697603226, propagate_forward_time: 417.2906799316, propagate_backward_time: 656.7100219727, weight_update_time: 1.1644965410, other_time: 12.4963989258
epoch time: 88.2763061523s, input_fired_time: 1.6109620333, output_fired_time: 0.0000000000, propagate_forward_time: 84.4253692627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2399749756
validation[          , genome 17203] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       309.84857, best error:       293.13953 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1111.7180175781s, input_fired_time: 12.8402509689, output_fired_time: 13.1126346588, propagate_forward_time: 416.1702575684, propagate_backward_time: 657.0912475586, weight_update_time: 1.1728070974, other_time: 12.5036010742
epoch time: 86.2568740845s, input_fired_time: 1.5912580490, output_fired_time: 0.0000000000, propagate_forward_time: 82.4553680420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2102508545
validation[          , genome 17203] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       324.74414, best error:       293.13953 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1111.9375000000s, input_fired_time: 12.8280105591, output_fired_time: 13.0979461670, propagate_forward_time: 416.8149719238, propagate_backward_time: 656.6109008789, weight_update_time: 1.1724499464, other_time: 12.5857543945
epoch time: 87.0809249878s, input_fired_time: 1.6084657907, output_fired_time: 0.0000000000, propagate_forward_time: 83.2335052490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2389526367
validation[          , genome 17203] predictions:    9905/  10000 (99.05%), best:    9910/10000 (99.10%), error:       303.01550, best error:       293.13953 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1094.3833007813s, input_fired_time: 12.6311311722, output_fired_time: 12.9726676941, propagate_forward_time: 409.4307250977, propagate_backward_time: 646.9593505859, weight_update_time: 1.1519681215, other_time: 12.3894653320
epoch time: 84.0457229614s, input_fired_time: 1.5438543558, output_fired_time: 0.0000000000, propagate_forward_time: 80.3320999146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1697692871
validation[          , genome 17203] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       302.79333, best error:       293.13953 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1063.6009521484s, input_fired_time: 12.2604808807, output_fired_time: 12.4798192978, propagate_forward_time: 397.8350524902, propagate_backward_time: 628.9703369141, weight_update_time: 1.1311709881, other_time: 12.0551757813
epoch time: 82.4052124023s, input_fired_time: 1.5131629705, output_fired_time: 0.0000000000, propagate_forward_time: 78.8030471802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0890045166
validation[          , genome 17203] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       304.58319, best error:       293.13953 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1050.0888671875s, input_fired_time: 12.1630878448, output_fired_time: 12.3748292923, propagate_forward_time: 393.4336547852, propagate_backward_time: 620.1752319336, weight_update_time: 1.1121207476, other_time: 11.9420166016
epoch time: 82.3532867432s, input_fired_time: 1.5195466280, output_fired_time: 0.0000000000, propagate_forward_time: 78.7049102783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1288299561
validation[          , genome 17203] predictions:    9905/  10000 (99.05%), best:    9910/10000 (99.10%), error:       305.98074, best error:       293.13953 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1051.1168212891s, input_fired_time: 12.1329002380, output_fired_time: 12.4119663239, propagate_forward_time: 394.2453002930, propagate_backward_time: 620.3806152344, weight_update_time: 1.1079659462, other_time: 11.9459838867
epoch time: 82.1604232788s, input_fired_time: 1.5085899830, output_fired_time: 0.0000000000, propagate_forward_time: 78.5574340820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0943984985
validation[          , genome 17203] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       288.64819, best error:       288.64819 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1048.7561035156s, input_fired_time: 12.1523761749, output_fired_time: 12.3526668549, propagate_forward_time: 394.2774963379, propagate_backward_time: 618.0819702148, weight_update_time: 1.1127303839, other_time: 11.8916625977
epoch time: 82.0883331299s, input_fired_time: 1.5143857002, output_fired_time: 0.0000000000, propagate_forward_time: 78.4758987427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0980453491
validation[          , genome 17203] predictions:    9901/  10000 (99.01%), best:    9914/10000 (99.14%), error:       308.28525, best error:       288.64819 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1045.6892089844s, input_fired_time: 12.0934324265, output_fired_time: 12.3047437668, propagate_forward_time: 391.7819213867, propagate_backward_time: 617.5453491211, weight_update_time: 1.1141051054, other_time: 11.9638061523
epoch time: 81.5617141724s, input_fired_time: 1.4964659214, output_fired_time: 0.0000000000, propagate_forward_time: 77.9759368896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0893096924
validation[          , genome 17203] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       304.62527, best error:       288.64819 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1043.4304199219s, input_fired_time: 12.1480541229, output_fired_time: 12.3618316650, propagate_forward_time: 391.5745849609, propagate_backward_time: 615.4039306641, weight_update_time: 1.1072953939, other_time: 11.9420166016
epoch time: 81.2520446777s, input_fired_time: 1.5061867237, output_fired_time: 0.0000000000, propagate_forward_time: 77.6324157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1134414673
validation[          , genome 17203] predictions:    9905/  10000 (99.05%), best:    9914/10000 (99.14%), error:       308.37958, best error:       288.64819 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1043.1228027344s, input_fired_time: 12.1119537354, output_fired_time: 12.3284540176, propagate_forward_time: 390.9843750000, propagate_backward_time: 615.5919799805, weight_update_time: 1.1186695099, other_time: 12.1060791016
epoch time: 82.2633743286s, input_fired_time: 1.5177985430, output_fired_time: 0.0000000000, propagate_forward_time: 78.6279907227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1175842285
validation[          , genome 17203] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       298.96637, best error:       288.64819 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1043.1157226563s, input_fired_time: 12.1312065125, output_fired_time: 12.3033781052, propagate_forward_time: 391.3361206055, propagate_backward_time: 615.2586059570, weight_update_time: 1.1166367531, other_time: 12.0863647461
epoch time: 82.6229782104s, input_fired_time: 1.5125108957, output_fired_time: 0.0000000000, propagate_forward_time: 78.9970474243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1134185791
validation[          , genome 17203] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       299.48898, best error:       288.64819 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1044.7369384766s, input_fired_time: 12.1403112411, output_fired_time: 12.3467369080, propagate_forward_time: 391.5112915039, propagate_backward_time: 616.6412963867, weight_update_time: 1.1191414595, other_time: 12.0973510742
epoch time: 81.5174255371s, input_fired_time: 1.5088217258, output_fired_time: 0.0000000000, propagate_forward_time: 77.8910140991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1175918579
validation[          , genome 17203] predictions:    9902/  10000 (99.02%), best:    9914/10000 (99.14%), error:       304.65146, best error:       288.64819 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1042.2969970703s, input_fired_time: 12.1268777847, output_fired_time: 12.3336009979, propagate_forward_time: 390.1556396484, propagate_backward_time: 615.5804443359, weight_update_time: 1.1108108759, other_time: 12.1004638672
epoch time: 82.1000442505s, input_fired_time: 1.5152918100, output_fired_time: 0.0000000000, propagate_forward_time: 78.4571228027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1276321411
validation[          , genome 17203] predictions:    9909/  10000 (99.09%), best:    9914/10000 (99.14%), error:       301.26205, best error:       288.64819 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1042.3521728516s, input_fired_time: 12.1291913986, output_fired_time: 12.3288612366, propagate_forward_time: 389.7847900391, propagate_backward_time: 616.0516967773, weight_update_time: 1.1149051189, other_time: 12.0576782227
epoch time: 81.7014846802s, input_fired_time: 1.5106090307, output_fired_time: 0.0000000000, propagate_forward_time: 78.0703430176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1205291748
validation[          , genome 17203] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       306.73343, best error:       288.64819 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1043.0731201172s, input_fired_time: 12.1198310852, output_fired_time: 12.3244476318, propagate_forward_time: 390.6418151855, propagate_backward_time: 615.8937988281, weight_update_time: 1.1129158735, other_time: 12.0931396484
epoch time: 81.5500106812s, input_fired_time: 1.5024801493, output_fired_time: 0.0000000000, propagate_forward_time: 77.9287796021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1187515259
validation[          , genome 17203] predictions:    9900/  10000 (99.00%), best:    9914/10000 (99.14%), error:       295.17194, best error:       288.64819 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1040.1293945313s, input_fired_time: 12.0798072815, output_fired_time: 12.3201665878, propagate_forward_time: 389.6560974121, propagate_backward_time: 614.0224609375, weight_update_time: 1.1139957905, other_time: 12.0507812500
epoch time: 81.6926116943s, input_fired_time: 1.5082118511, output_fired_time: 0.0000000000, propagate_forward_time: 78.0545883179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1298141479
validation[          , genome 17203] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       300.21350, best error:       288.64819 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1041.4501953125s, input_fired_time: 12.0980052948, output_fired_time: 12.3058471680, propagate_forward_time: 390.4163513184, propagate_backward_time: 614.5640258789, weight_update_time: 1.1184333563, other_time: 12.0659790039
epoch time: 81.4824066162s, input_fired_time: 1.5040788651, output_fired_time: 0.0000000000, propagate_forward_time: 77.8439025879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1344223022
validation[          , genome 17203] predictions:    9901/  10000 (99.01%), best:    9914/10000 (99.14%), error:       307.90005, best error:       288.64819 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1037.0712890625s, input_fired_time: 12.0806121826, output_fired_time: 12.2741928101, propagate_forward_time: 387.7036437988, propagate_backward_time: 612.8899536133, weight_update_time: 1.1112930775, other_time: 12.1229858398
epoch time: 81.2183990479s, input_fired_time: 1.5086945295, output_fired_time: 0.0000000000, propagate_forward_time: 77.5800018311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1296997070
validation[          , genome 17203] predictions:    9908/  10000 (99.08%), best:    9914/10000 (99.14%), error:       298.68842, best error:       288.64819 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1038.5538330078s, input_fired_time: 12.0923614502, output_fired_time: 12.2514562607, propagate_forward_time: 388.9273376465, propagate_backward_time: 613.1943969727, weight_update_time: 1.1156200171, other_time: 12.0881958008
epoch time: 81.2010955811s, input_fired_time: 1.5038663149, output_fired_time: 0.0000000000, propagate_forward_time: 77.5298156738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1674118042
validation[          , genome 17203] predictions:    9910/  10000 (99.10%), best:    9914/10000 (99.14%), error:       297.43704, best error:       288.64819 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1039.8697509766s, input_fired_time: 12.1311893463, output_fired_time: 12.2781801224, propagate_forward_time: 390.1251220703, propagate_backward_time: 613.1148071289, weight_update_time: 1.1201965809, other_time: 12.2203979492
epoch time: 80.8852005005s, input_fired_time: 1.5012922287, output_fired_time: 0.0000000000, propagate_forward_time: 77.2163009644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1676101685
validation[          , genome 17203] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       300.15808, best error:       288.64819 on epoch:    86, 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: 408.1936950684s, input_fired_time: 7.5825200081, output_fired_time: 0.0000000000, propagate_forward_time: 389.7660217285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8451538086
best training[          , genome 17203] predictions:   50000/  50000 (100.00%), best:    9914/10000 (99.14%), error:       101.36316, best error:       288.64819 on epoch:    86, 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: 81.3078384399s, input_fired_time: 1.5000562668, output_fired_time: 0.0000000000, propagate_forward_time: 77.6499938965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1577911377
   testing[          , genome 17203] predictions:    9912/  10000 (99.12%), best:    9914/10000 (99.14%), error:       246.01219, best error:       288.64819 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:47:04 (1856): called boinc_finish(0)

</stderr_txt>
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