Nameexact_genome_1518178202_54_18410_0
Workunit2992938
Created9 Feb 2018, 21:32:21 UTC
Sent9 Feb 2018, 21:48:00 UTC
Report deadline24 Mar 2018, 4:23:41 UTC
Received10 Feb 2018, 19:29:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60660
Run time12 hours 42 min 45 sec
CPU time12 hours 30 min 29 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.48 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size180.14 MB
Peak swap size183.54 MB
Peak disk usage4.22 MB

Stderr output

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

epoch time: 412.7993469238s, input_fired_time: 8.6472616196, output_fired_time: 6.7576422691, propagate_forward_time: 143.5131683350, propagate_backward_time: 245.8744812012, weight_update_time: 0.3869720697, other_time: 8.0068206787
epoch time: 31.2376804352s, input_fired_time: 0.9649495482, output_fired_time: 0.0000000000, propagate_forward_time: 28.7648506165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5078811646
validation[          , genome 18410] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       431.32147, best error:       431.32147 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 412.9348144531s, input_fired_time: 8.6386346817, output_fired_time: 6.7549943924, propagate_forward_time: 143.7470550537, propagate_backward_time: 245.8025970459, weight_update_time: 0.3834466338, other_time: 7.9915161133
epoch time: 31.2403488159s, input_fired_time: 0.9742890000, output_fired_time: 0.0000000000, propagate_forward_time: 28.7001724243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5658874512
validation[          , genome 18410] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       429.10535, best error:       429.10535 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 414.3009948730s, input_fired_time: 8.6798667908, output_fired_time: 6.7636013031, propagate_forward_time: 144.1192169189, propagate_backward_time: 246.6878662109, weight_update_time: 0.3837596774, other_time: 8.0504302979
epoch time: 31.4384918213s, input_fired_time: 0.9974757433, output_fired_time: 0.0000000000, propagate_forward_time: 28.9341773987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5068378448
validation[          , genome 18410] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       399.64291, best error:       399.64291 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 414.7572021484s, input_fired_time: 8.7464647293, output_fired_time: 6.7784662247, propagate_forward_time: 144.2306213379, propagate_backward_time: 246.8291778564, weight_update_time: 0.3911766112, other_time: 8.1724700928
epoch time: 31.0967903137s, input_fired_time: 0.9513345957, output_fired_time: 0.0000000000, propagate_forward_time: 28.6644115448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4810447693
validation[          , genome 18410] predictions:    9859/  10000 (98.59%), best:    9878/10000 (98.78%), error:       428.60141, best error:       399.64291 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 415.1790771484s, input_fired_time: 8.6943149567, output_fired_time: 6.7862677574, propagate_forward_time: 144.5798339844, propagate_backward_time: 247.0532531738, weight_update_time: 0.3894307911, other_time: 8.0654296875
epoch time: 31.0951347351s, input_fired_time: 0.9542173147, output_fired_time: 0.0000000000, propagate_forward_time: 28.6639919281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4769248962
validation[          , genome 18410] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       365.83069, best error:       365.83069 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 413.1983337402s, input_fired_time: 8.6558332443, output_fired_time: 6.7339000702, propagate_forward_time: 143.8646545410, propagate_backward_time: 246.0278015137, weight_update_time: 0.3826536238, other_time: 7.9161682129
epoch time: 31.4812030792s, input_fired_time: 0.9920102954, output_fired_time: 0.0000000000, propagate_forward_time: 28.8105201721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6786727905
validation[          , genome 18410] predictions:    9833/  10000 (98.33%), best:    9893/10000 (98.93%), error:       526.30737, best error:       365.83069 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 416.3229675293s, input_fired_time: 8.7476310730, output_fired_time: 6.8105311394, propagate_forward_time: 144.8363037109, propagate_backward_time: 247.8669433594, weight_update_time: 0.3856263757, other_time: 8.0615844727
epoch time: 31.1200656891s, input_fired_time: 0.9664369226, output_fired_time: 0.0000000000, propagate_forward_time: 28.5700931549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5835361481
validation[          , genome 18410] predictions:    9827/  10000 (98.27%), best:    9893/10000 (98.93%), error:       511.27954, best error:       365.83069 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 412.3019714355s, input_fired_time: 8.5863599777, output_fired_time: 6.7018795013, propagate_forward_time: 143.3804321289, propagate_backward_time: 245.6731414795, weight_update_time: 0.3893322647, other_time: 7.9601593018
epoch time: 31.1778240204s, input_fired_time: 0.9634838700, output_fired_time: 0.0000000000, propagate_forward_time: 28.7146816254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4996585846
validation[          , genome 18410] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       410.72192, best error:       365.83069 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 417.0174255371s, input_fired_time: 8.8312015533, output_fired_time: 6.7833976746, propagate_forward_time: 145.0238189697, propagate_backward_time: 248.1482696533, weight_update_time: 0.3957153857, other_time: 8.2307586670
epoch time: 31.4022636414s, input_fired_time: 0.9800544381, output_fired_time: 0.0000000000, propagate_forward_time: 28.9257354736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4964733124
validation[          , genome 18410] predictions:    9823/  10000 (98.23%), best:    9893/10000 (98.93%), error:       553.83685, best error:       365.83069 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 414.3567810059s, input_fired_time: 8.6899814606, output_fired_time: 6.7690000534, propagate_forward_time: 144.0169067383, propagate_backward_time: 246.8560485840, weight_update_time: 0.3853678107, other_time: 8.0248413086
epoch time: 31.0272598267s, input_fired_time: 0.9554325938, output_fired_time: 0.0000000000, propagate_forward_time: 28.6196422577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4521846771
validation[          , genome 18410] predictions:    9854/  10000 (98.54%), best:    9893/10000 (98.93%), error:       462.95096, best error:       365.83069 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 412.1181945801s, input_fired_time: 8.6415491104, output_fired_time: 6.7032895088, propagate_forward_time: 143.3190460205, propagate_backward_time: 245.4705810547, weight_update_time: 0.3825850189, other_time: 7.9837493896
epoch time: 31.0449886322s, input_fired_time: 0.9655086994, output_fired_time: 0.0000000000, propagate_forward_time: 28.6076717377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4718074799
validation[          , genome 18410] predictions:    9874/  10000 (98.74%), best:    9893/10000 (98.93%), error:       396.13998, best error:       365.83069 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 413.6766052246s, input_fired_time: 8.6791801453, output_fired_time: 6.7592234612, propagate_forward_time: 143.7975769043, propagate_backward_time: 246.5058441162, weight_update_time: 0.3823200166, other_time: 7.9347991943
epoch time: 31.6191883087s, input_fired_time: 0.9783337116, output_fired_time: 0.0000000000, propagate_forward_time: 29.1138248444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5270290375
validation[          , genome 18410] predictions:    9871/  10000 (98.71%), best:    9893/10000 (98.93%), error:       408.74203, best error:       365.83069 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 415.5923156738s, input_fired_time: 8.7107572556, output_fired_time: 6.7751636505, propagate_forward_time: 144.5155944824, propagate_backward_time: 247.5611724854, weight_update_time: 0.3853572011, other_time: 8.0296173096
epoch time: 31.2177028656s, input_fired_time: 0.9619879127, output_fired_time: 0.0000000000, propagate_forward_time: 28.7271595001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5285549164
validation[          , genome 18410] predictions:    9861/  10000 (98.61%), best:    9893/10000 (98.93%), error:       430.53467, best error:       365.83069 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 412.2294921875s, input_fired_time: 8.6047258377, output_fired_time: 6.7160739899, propagate_forward_time: 143.4047088623, propagate_backward_time: 245.5686645508, weight_update_time: 0.3819429874, other_time: 7.9353179932
epoch time: 31.0597686768s, input_fired_time: 0.9500361085, output_fired_time: 0.0000000000, propagate_forward_time: 28.6488666534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4608650208
validation[          , genome 18410] predictions:    9853/  10000 (98.53%), best:    9893/10000 (98.93%), error:       485.49133, best error:       365.83069 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 418.3058166504s, input_fired_time: 8.8292541504, output_fired_time: 6.8249607086, propagate_forward_time: 145.3796844482, propagate_backward_time: 249.0043029785, weight_update_time: 0.3878495097, other_time: 8.2676086426
epoch time: 32.6929893494s, input_fired_time: 1.0383274555, output_fired_time: 0.0000000000, propagate_forward_time: 29.9637966156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6908645630
validation[          , genome 18410] predictions:    9859/  10000 (98.59%), best:    9893/10000 (98.93%), error:       463.35788, best error:       365.83069 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 414.6014709473s, input_fired_time: 8.7025880814, output_fired_time: 6.7633166313, propagate_forward_time: 144.1965637207, propagate_backward_time: 246.8107147217, weight_update_time: 0.3872140944, other_time: 8.1283111572
epoch time: 31.8542060852s, input_fired_time: 1.0089517832, output_fired_time: 0.0000000000, propagate_forward_time: 29.1548576355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6903972626
validation[          , genome 18410] predictions:    9824/  10000 (98.24%), best:    9893/10000 (98.93%), error:       525.85175, best error:       365.83069 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 418.1561889648s, input_fired_time: 8.8334512711, output_fired_time: 6.8243951797, propagate_forward_time: 145.4355468750, propagate_backward_time: 248.6852722168, weight_update_time: 0.3933145404, other_time: 8.3775024414
epoch time: 32.7036705017s, input_fired_time: 1.0235755444, output_fired_time: 0.0000000000, propagate_forward_time: 29.8861045837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7939910889
validation[          , genome 18410] predictions:    9845/  10000 (98.45%), best:    9893/10000 (98.93%), error:       448.66013, best error:       365.83069 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 426.6378479004s, input_fired_time: 9.1578083038, output_fired_time: 7.0520062447, propagate_forward_time: 148.2292785645, propagate_backward_time: 253.3589630127, weight_update_time: 0.3951861858, other_time: 8.8397979736
epoch time: 31.2710399628s, input_fired_time: 0.9684975743, output_fired_time: 0.0000000000, propagate_forward_time: 28.8188953400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4836463928
validation[          , genome 18410] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       362.56155, best error:       362.56155 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 413.6717834473s, input_fired_time: 8.6922931671, output_fired_time: 6.7617182732, propagate_forward_time: 143.9546813965, propagate_backward_time: 246.2318878174, weight_update_time: 0.3863750100, other_time: 8.0312042236
epoch time: 31.2214622498s, input_fired_time: 0.9648007154, output_fired_time: 0.0000000000, propagate_forward_time: 28.7794609070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4772014618
validation[          , genome 18410] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       343.44745, best error:       343.44745 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 422.7797851563s, input_fired_time: 8.7838201523, output_fired_time: 6.9475498199, propagate_forward_time: 146.9433746338, propagate_backward_time: 251.9356231689, weight_update_time: 0.4111856222, other_time: 8.1694183350
epoch time: 31.2086467743s, input_fired_time: 0.9659287333, output_fired_time: 0.0000000000, propagate_forward_time: 28.7672252655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4754924774
validation[          , genome 18410] predictions:    9896/  10000 (98.96%), best:    9884/10000 (98.84%), error:       346.60864, best error:       343.44745 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 414.2034606934s, input_fired_time: 8.7070741653, output_fired_time: 6.7620692253, propagate_forward_time: 144.0579986572, propagate_backward_time: 246.5933227539, weight_update_time: 0.3950468600, other_time: 8.0830230713
epoch time: 31.3721561432s, input_fired_time: 0.9983541965, output_fired_time: 0.0000000000, propagate_forward_time: 28.7714500427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023521423
validation[          , genome 18410] predictions:    9842/  10000 (98.42%), best:    9884/10000 (98.84%), error:       504.72235, best error:       343.44745 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 411.8986511230s, input_fired_time: 8.6448421478, output_fired_time: 6.7110133171, propagate_forward_time: 143.1604156494, propagate_backward_time: 245.4299011230, weight_update_time: 0.3834274709, other_time: 7.9524993896
epoch time: 31.0199394226s, input_fired_time: 0.9546268582, output_fired_time: 0.0000000000, propagate_forward_time: 28.6121463776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4531669617
validation[          , genome 18410] predictions:    9869/  10000 (98.69%), best:    9884/10000 (98.84%), error:       461.12738, best error:       343.44745 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 414.7398071289s, input_fired_time: 8.7462463379, output_fired_time: 6.7635626793, propagate_forward_time: 144.1161651611, propagate_backward_time: 246.9084777832, weight_update_time: 0.3863926232, other_time: 8.2053680420
epoch time: 31.6930141449s, input_fired_time: 0.9924744964, output_fired_time: 0.0000000000, propagate_forward_time: 29.1251640320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5753765106
validation[          , genome 18410] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       386.49045, best error:       343.44745 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 419.2741699219s, input_fired_time: 8.8305654526, output_fired_time: 6.8735852242, propagate_forward_time: 145.6868591309, propagate_backward_time: 249.5384979248, weight_update_time: 0.3911591768, other_time: 8.3446502686
epoch time: 31.0563678741s, input_fired_time: 0.9640890360, output_fired_time: 0.0000000000, propagate_forward_time: 28.6376914978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4545879364
validation[          , genome 18410] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       381.68567, best error:       343.44745 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 413.4636535645s, input_fired_time: 8.7027807236, output_fired_time: 6.7597875595, propagate_forward_time: 143.8526458740, propagate_backward_time: 246.0469055176, weight_update_time: 0.3853662610, other_time: 8.1015167236
epoch time: 31.4136180878s, input_fired_time: 0.9653534889, output_fired_time: 0.0000000000, propagate_forward_time: 28.9691047668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4791603088
validation[          , genome 18410] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       352.04126, best error:       343.44745 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 430.1753845215s, input_fired_time: 9.2730731964, output_fired_time: 7.0631084442, propagate_forward_time: 148.9284057617, propagate_backward_time: 255.8312835693, weight_update_time: 0.4010659158, other_time: 9.0795135498
epoch time: 32.4694290161s, input_fired_time: 1.0421372652, output_fired_time: 0.0000000000, propagate_forward_time: 29.7185688019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7087230682
validation[          , genome 18410] predictions:    9842/  10000 (98.42%), best:    9884/10000 (98.84%), error:       451.76080, best error:       343.44745 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 417.5372924805s, input_fired_time: 8.8708000183, output_fired_time: 6.8305263519, propagate_forward_time: 145.1056365967, propagate_backward_time: 248.3015747070, weight_update_time: 0.3933862150, other_time: 8.4287719727
epoch time: 31.2376766205s, input_fired_time: 0.9742195606, output_fired_time: 0.0000000000, propagate_forward_time: 28.7279453278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5355110168
validation[          , genome 18410] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       342.73837, best error:       342.73837 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 415.2528991699s, input_fired_time: 8.7269048691, output_fired_time: 6.7876853943, propagate_forward_time: 144.5012512207, propagate_backward_time: 247.1664276123, weight_update_time: 0.3843791485, other_time: 8.0706329346
epoch time: 32.4050865173s, input_fired_time: 1.0419968367, output_fired_time: 0.0000000000, propagate_forward_time: 29.6176223755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7454681396
validation[          , genome 18410] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       299.21988, best error:       299.21988 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 417.2377929688s, input_fired_time: 8.8863344193, output_fired_time: 6.8204636574, propagate_forward_time: 145.1018218994, propagate_backward_time: 248.1760101318, weight_update_time: 0.3878748417, other_time: 8.2531890869
epoch time: 31.0068988800s, input_fired_time: 0.9624476433, output_fired_time: 0.0000000000, propagate_forward_time: 28.5854358673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4590148926
validation[          , genome 18410] predictions:    9888/  10000 (98.88%), best:    9903/10000 (99.03%), error:       359.42706, best error:       299.21988 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 412.6610717773s, input_fired_time: 8.6689958572, output_fired_time: 6.7465190887, propagate_forward_time: 143.4863128662, propagate_backward_time: 245.7010498047, weight_update_time: 0.3839737177, other_time: 8.0581817627
epoch time: 31.2757873535s, input_fired_time: 0.9692581892, output_fired_time: 0.0000000000, propagate_forward_time: 28.7665119171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5400180817
validation[          , genome 18410] predictions:    9892/  10000 (98.92%), best:    9903/10000 (99.03%), error:       366.35321, best error:       299.21988 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 418.4982604980s, input_fired_time: 8.9129304886, output_fired_time: 6.8171238899, propagate_forward_time: 145.4753570557, propagate_backward_time: 248.9857482910, weight_update_time: 0.3895184696, other_time: 8.3070983887
epoch time: 31.4536895752s, input_fired_time: 0.9883928895, output_fired_time: 0.0000000000, propagate_forward_time: 28.9400386810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5252571106
validation[          , genome 18410] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       345.16907, best error:       299.21988 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 415.6682128906s, input_fired_time: 8.8013315201, output_fired_time: 6.7777009010, propagate_forward_time: 144.5384826660, propagate_backward_time: 247.3184356689, weight_update_time: 0.3873592913, other_time: 8.2322540283
epoch time: 31.2329883575s, input_fired_time: 0.9790152907, output_fired_time: 0.0000000000, propagate_forward_time: 28.7407722473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5132007599
validation[          , genome 18410] predictions:    9878/  10000 (98.78%), best:    9903/10000 (99.03%), error:       390.03339, best error:       299.21988 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 413.9721679688s, input_fired_time: 8.7305488586, output_fired_time: 6.7515592575, propagate_forward_time: 143.9967651367, propagate_backward_time: 246.4097595215, weight_update_time: 0.3928681016, other_time: 8.0835266113
epoch time: 31.5912361145s, input_fired_time: 0.9882206917, output_fired_time: 0.0000000000, propagate_forward_time: 29.0800590515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5229568481
validation[          , genome 18410] predictions:    9823/  10000 (98.23%), best:    9903/10000 (99.03%), error:       620.57465, best error:       299.21988 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 417.4040527344s, input_fired_time: 8.8634119034, output_fired_time: 6.8345947266, propagate_forward_time: 145.0625762939, propagate_backward_time: 248.3001251221, weight_update_time: 0.3938660324, other_time: 8.3433685303
epoch time: 31.1609325409s, input_fired_time: 0.9775968790, output_fired_time: 0.0000000000, propagate_forward_time: 28.6952400208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4880962372
validation[          , genome 18410] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       315.87054, best error:       299.21988 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 413.1324768066s, input_fired_time: 8.7925481796, output_fired_time: 6.7316670418, propagate_forward_time: 143.6568450928, propagate_backward_time: 245.8838653564, weight_update_time: 0.3834382892, other_time: 8.0675659180
epoch time: 31.0014514923s, input_fired_time: 0.9682253599, output_fired_time: 0.0000000000, propagate_forward_time: 28.5842895508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4489364624
validation[          , genome 18410] predictions:    9867/  10000 (98.67%), best:    9903/10000 (99.03%), error:       437.31766, best error:       299.21988 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 426.0018005371s, input_fired_time: 9.0530643463, output_fired_time: 6.9553570747, propagate_forward_time: 148.0122375488, propagate_backward_time: 253.5117645264, weight_update_time: 0.4025895894, other_time: 8.4693756104
epoch time: 31.5927238464s, input_fired_time: 1.0099594593, output_fired_time: 0.0000000000, propagate_forward_time: 28.8987331390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6840305328
validation[          , genome 18410] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       314.26596, best error:       299.21988 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 416.2383422852s, input_fired_time: 8.8141527176, output_fired_time: 6.8285694122, propagate_forward_time: 144.6248168945, propagate_backward_time: 247.6253204346, weight_update_time: 0.3890878558, other_time: 8.3454742432
epoch time: 31.3406829834s, input_fired_time: 0.9834836125, output_fired_time: 0.0000000000, propagate_forward_time: 28.8164691925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5407295227
validation[          , genome 18410] predictions:    9884/  10000 (98.84%), best:    9903/10000 (99.03%), error:       398.17688, best error:       299.21988 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 417.4682922363s, input_fired_time: 8.8593482971, output_fired_time: 6.8327856064, propagate_forward_time: 145.1604003906, propagate_backward_time: 248.2749023438, weight_update_time: 0.3894597888, other_time: 8.3408508301
epoch time: 31.7713871002s, input_fired_time: 1.0106921196, output_fired_time: 0.0000000000, propagate_forward_time: 29.0552120209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7054824829
validation[          , genome 18410] predictions:    9874/  10000 (98.74%), best:    9903/10000 (99.03%), error:       374.76044, best error:       299.21988 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 424.0284118652s, input_fired_time: 9.0488710403, output_fired_time: 6.9728302956, propagate_forward_time: 147.0991516113, propagate_backward_time: 252.3471374512, weight_update_time: 0.3996137977, other_time: 8.5604248047
epoch time: 31.1268901825s, input_fired_time: 1.0016433001, output_fired_time: 0.0000000000, propagate_forward_time: 28.6614246368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4638214111
validation[          , genome 18410] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       359.03299, best error:       299.21988 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 415.0403442383s, input_fired_time: 8.7085695267, output_fired_time: 6.7917060852, propagate_forward_time: 144.1897735596, propagate_backward_time: 247.2460632324, weight_update_time: 0.3887879252, other_time: 8.1042327881
epoch time: 31.3849487305s, input_fired_time: 0.9838894606, output_fired_time: 0.0000000000, propagate_forward_time: 28.8773059845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5237541199
validation[          , genome 18410] predictions:    9886/  10000 (98.86%), best:    9903/10000 (99.03%), error:       333.21616, best error:       299.21988 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 419.5947570801s, input_fired_time: 8.9621000290, output_fired_time: 6.8806042671, propagate_forward_time: 145.8200683594, propagate_backward_time: 249.5377655029, weight_update_time: 0.3974783421, other_time: 8.3942108154
epoch time: 31.7054042816s, input_fired_time: 0.9909694791, output_fired_time: 0.0000000000, propagate_forward_time: 29.1808280945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5336074829
validation[          , genome 18410] predictions:    9890/  10000 (98.90%), best:    9903/10000 (99.03%), error:       340.92188, best error:       299.21988 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 415.6525268555s, input_fired_time: 8.8108301163, output_fired_time: 6.7996983528, propagate_forward_time: 144.5573577881, propagate_backward_time: 247.2285156250, weight_update_time: 0.3889570832, other_time: 8.2561187744
epoch time: 31.1665077209s, input_fired_time: 0.9788650274, output_fired_time: 0.0000000000, propagate_forward_time: 28.6596813202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5279617310
validation[          , genome 18410] predictions:    9882/  10000 (98.82%), best:    9903/10000 (99.03%), error:       372.18716, best error:       299.21988 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 418.2721252441s, input_fired_time: 8.8646278381, output_fired_time: 6.8307666779, propagate_forward_time: 145.5032196045, propagate_backward_time: 248.8663482666, weight_update_time: 0.3872805834, other_time: 8.2071380615
epoch time: 32.9877014160s, input_fired_time: 1.0503945351, output_fired_time: 0.0000000000, propagate_forward_time: 30.3059806824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6313266754
validation[          , genome 18410] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       319.49493, best error:       299.21988 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 427.4429626465s, input_fired_time: 9.2165775299, output_fired_time: 6.9626517296, propagate_forward_time: 148.4479370117, propagate_backward_time: 254.0808410645, weight_update_time: 0.4023958743, other_time: 8.7349548340
epoch time: 31.3952789307s, input_fired_time: 0.9952028990, output_fired_time: 0.0000000000, propagate_forward_time: 28.8530693054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5470066071
validation[          , genome 18410] predictions:    9884/  10000 (98.84%), best:    9903/10000 (99.03%), error:       338.12930, best error:       299.21988 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 413.5417785645s, input_fired_time: 8.7518348694, output_fired_time: 6.7620820999, propagate_forward_time: 143.8260345459, propagate_backward_time: 245.9570922852, weight_update_time: 0.3875307441, other_time: 8.2447357178
epoch time: 31.2809619904s, input_fired_time: 0.9736569524, output_fired_time: 0.0000000000, propagate_forward_time: 28.7937812805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5135231018
validation[          , genome 18410] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       333.33185, best error:       299.21988 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 420.4873962402s, input_fired_time: 9.0393810272, output_fired_time: 6.9026350975, propagate_forward_time: 146.1193389893, propagate_backward_time: 249.7648468018, weight_update_time: 0.3953590691, other_time: 8.6611785889
epoch time: 31.5539722443s, input_fired_time: 0.9990423322, output_fired_time: 0.0000000000, propagate_forward_time: 29.0384578705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5164718628
validation[          , genome 18410] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       314.61948, best error:       299.21988 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 416.3275756836s, input_fired_time: 8.8596811295, output_fired_time: 6.7976150513, propagate_forward_time: 144.8164367676, propagate_backward_time: 247.5633697510, weight_update_time: 0.3888923526, other_time: 8.2904815674
epoch time: 31.1919765472s, input_fired_time: 0.9732076526, output_fired_time: 0.0000000000, propagate_forward_time: 28.6737194061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5450496674
validation[          , genome 18410] predictions:    9892/  10000 (98.92%), best:    9903/10000 (99.03%), error:       335.51968, best error:       299.21988 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 414.1616516113s, input_fired_time: 8.7842950821, output_fired_time: 6.7672195435, propagate_forward_time: 143.9459686279, propagate_backward_time: 246.5422821045, weight_update_time: 0.3859419525, other_time: 8.1218872070
epoch time: 31.5765361786s, input_fired_time: 1.0011452436, output_fired_time: 0.0000000000, propagate_forward_time: 29.0158081055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5595836639
validation[          , genome 18410] predictions:    9873/  10000 (98.73%), best:    9903/10000 (99.03%), error:       390.54764, best error:       299.21988 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 416.9681396484s, input_fired_time: 8.8704957962, output_fired_time: 6.7924861908, propagate_forward_time: 144.9133300781, propagate_backward_time: 248.1232757568, weight_update_time: 0.3895480633, other_time: 8.2685699463
epoch time: 32.8616981506s, input_fired_time: 1.0698586702, output_fired_time: 0.0000000000, propagate_forward_time: 30.0100002289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7818393707
validation[          , genome 18410] predictions:    9885/  10000 (98.85%), best:    9903/10000 (99.03%), error:       412.39685, best error:       299.21988 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 414.6600036621s, input_fired_time: 8.8380317688, output_fired_time: 6.7708930969, propagate_forward_time: 144.2076873779, propagate_backward_time: 246.5615081787, weight_update_time: 0.3894179463, other_time: 8.2818603516
epoch time: 31.0247936249s, input_fired_time: 0.9740971327, output_fired_time: 0.0000000000, propagate_forward_time: 28.5952720642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4554252625
validation[          , genome 18410] predictions:    9879/  10000 (98.79%), best:    9903/10000 (99.03%), error:       362.37143, best error:       299.21988 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 413.5391235352s, input_fired_time: 8.8094863892, output_fired_time: 6.7335062027, propagate_forward_time: 143.7895812988, propagate_backward_time: 245.8764801025, weight_update_time: 0.3904546201, other_time: 8.3300628662
epoch time: 31.2478122711s, input_fired_time: 0.9986074567, output_fired_time: 0.0000000000, propagate_forward_time: 28.7262153625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5229892731
validation[          , genome 18410] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       310.92822, best error:       299.21988 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 419.4013366699s, input_fired_time: 9.0048770905, output_fired_time: 6.8802828789, propagate_forward_time: 145.7691955566, propagate_backward_time: 249.2220764160, weight_update_time: 0.3935034871, other_time: 8.5249023438
epoch time: 31.3491153717s, input_fired_time: 0.9826411605, output_fired_time: 0.0000000000, propagate_forward_time: 28.8287696838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5377044678
validation[          , genome 18410] predictions:    9888/  10000 (98.88%), best:    9903/10000 (99.03%), error:       331.45032, best error:       299.21988 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 416.7201232910s, input_fired_time: 8.9226732254, output_fired_time: 6.8048009872, propagate_forward_time: 144.9281158447, propagate_backward_time: 247.6949462891, weight_update_time: 0.3923973739, other_time: 8.3695678711
epoch time: 31.2213516235s, input_fired_time: 0.9696303010, output_fired_time: 0.0000000000, propagate_forward_time: 28.7687606812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4829597473
validation[          , genome 18410] predictions:    9907/  10000 (99.07%), best:    9903/10000 (99.03%), error:       304.78363, best error:       299.21988 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 414.8157043457s, input_fired_time: 8.8273963928, output_fired_time: 6.7891383171, propagate_forward_time: 144.1982269287, propagate_backward_time: 246.7757873535, weight_update_time: 0.3883692026, other_time: 8.2251739502
epoch time: 31.9984531403s, input_fired_time: 1.0250453949, output_fired_time: 0.0000000000, propagate_forward_time: 29.3307628632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6426448822
validation[          , genome 18410] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       283.68094, best error:       283.68094 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 418.7638854980s, input_fired_time: 8.9912605286, output_fired_time: 6.8482875824, propagate_forward_time: 145.4517364502, propagate_backward_time: 248.9360198975, weight_update_time: 0.4077110291, other_time: 8.5365753174
epoch time: 31.3084068298s, input_fired_time: 0.9988924861, output_fired_time: 0.0000000000, propagate_forward_time: 28.7609100342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5486049652
validation[          , genome 18410] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       326.03647, best error:       283.68094 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 413.3909912109s, input_fired_time: 8.8155069351, output_fired_time: 6.7385106087, propagate_forward_time: 143.6511993408, propagate_backward_time: 245.9403686523, weight_update_time: 0.3890548646, other_time: 8.2453765869
epoch time: 31.3194427490s, input_fired_time: 0.9954909682, output_fired_time: 0.0000000000, propagate_forward_time: 28.7571048737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5668468475
validation[          , genome 18410] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       314.43463, best error:       283.68094 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 420.0275268555s, input_fired_time: 8.9670143127, output_fired_time: 6.9205203056, propagate_forward_time: 145.9819488525, propagate_backward_time: 249.6605987549, weight_update_time: 0.3937943280, other_time: 8.4974212646
epoch time: 31.5193004608s, input_fired_time: 0.9990400076, output_fired_time: 0.0000000000, propagate_forward_time: 29.0105686188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5096912384
validation[          , genome 18410] predictions:    9894/  10000 (98.94%), best:    9908/10000 (99.08%), error:       317.21143, best error:       283.68094 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 415.6545104980s, input_fired_time: 8.8612737656, output_fired_time: 6.7665500641, propagate_forward_time: 144.4665527344, propagate_backward_time: 247.3165740967, weight_update_time: 0.3879926503, other_time: 8.2435760498
epoch time: 31.4606475830s, input_fired_time: 0.9911047816, output_fired_time: 0.0000000000, propagate_forward_time: 28.8850288391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5845146179
validation[          , genome 18410] predictions:    9896/  10000 (98.96%), best:    9908/10000 (99.08%), error:       313.42551, best error:       283.68094 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 413.6055603027s, input_fired_time: 8.8003511429, output_fired_time: 6.7492113113, propagate_forward_time: 143.8548278809, propagate_backward_time: 245.9217681885, weight_update_time: 0.3888963163, other_time: 8.2794036865
epoch time: 31.4435195923s, input_fired_time: 0.9925086498, output_fired_time: 0.0000000000, propagate_forward_time: 28.8975791931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5534324646
validation[          , genome 18410] predictions:    9911/  10000 (99.11%), best:    9908/10000 (99.08%), error:       290.18884, best error:       283.68094 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 418.4228210449s, input_fired_time: 9.0133657455, output_fired_time: 6.8505125046, propagate_forward_time: 145.5551147461, propagate_backward_time: 248.6227264404, weight_update_time: 0.3902454078, other_time: 8.3810882568
epoch time: 31.2697448730s, input_fired_time: 0.9863710403, output_fired_time: 0.0000000000, propagate_forward_time: 28.7609424591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5224323273
validation[          , genome 18410] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       281.78284, best error:       281.78284 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 412.8209228516s, input_fired_time: 8.7527580261, output_fired_time: 6.7461609840, propagate_forward_time: 143.6140899658, propagate_backward_time: 245.5930175781, weight_update_time: 0.3854128122, other_time: 8.1149139404
epoch time: 31.2942314148s, input_fired_time: 0.9829952717, output_fired_time: 0.0000000000, propagate_forward_time: 28.7442989349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5669364929
validation[          , genome 18410] predictions:    9886/  10000 (98.86%), best:    9916/10000 (99.16%), error:       359.42374, best error:       281.78284 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 419.9965515137s, input_fired_time: 9.0040235519, output_fired_time: 6.8528900146, propagate_forward_time: 146.1754913330, propagate_backward_time: 249.6377563477, weight_update_time: 0.3923032880, other_time: 8.3264160156
epoch time: 31.8154277802s, input_fired_time: 1.0003827810, output_fired_time: 0.0000000000, propagate_forward_time: 29.2563400269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5587043762
validation[          , genome 18410] predictions:    9904/  10000 (99.04%), best:    9916/10000 (99.16%), error:       317.75601, best error:       281.78284 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 415.7637939453s, input_fired_time: 8.8383054733, output_fired_time: 6.8033008575, propagate_forward_time: 144.5078735352, propagate_backward_time: 247.3223266602, weight_update_time: 0.3892678320, other_time: 8.2919616699
epoch time: 31.4576206207s, input_fired_time: 0.9964450002, output_fired_time: 0.0000000000, propagate_forward_time: 28.8375205994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6236553192
validation[          , genome 18410] predictions:    9905/  10000 (99.05%), best:    9916/10000 (99.16%), error:       295.41995, best error:       281.78284 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 414.5699768066s, input_fired_time: 8.7944164276, output_fired_time: 6.7532973289, propagate_forward_time: 144.0966949463, propagate_backward_time: 246.7214202881, weight_update_time: 0.3874922991, other_time: 8.2041625977
epoch time: 31.3517723083s, input_fired_time: 0.9931219220, output_fired_time: 0.0000000000, propagate_forward_time: 28.8251323700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5335178375
validation[          , genome 18410] predictions:    9901/  10000 (99.01%), best:    9916/10000 (99.16%), error:       285.16989, best error:       281.78284 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 419.6470031738s, input_fired_time: 8.9789638519, output_fired_time: 6.8896279335, propagate_forward_time: 146.0849456787, propagate_backward_time: 249.2549743652, weight_update_time: 0.3916307390, other_time: 8.4385070801
epoch time: 31.3075103760s, input_fired_time: 0.9939870834, output_fired_time: 0.0000000000, propagate_forward_time: 28.7258110046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5877113342
validation[          , genome 18410] predictions:    9896/  10000 (98.96%), best:    9916/10000 (99.16%), error:       331.69736, best error:       281.78284 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 413.3322753906s, input_fired_time: 8.7771339417, output_fired_time: 6.7515754700, propagate_forward_time: 143.7300109863, propagate_backward_time: 245.8559875488, weight_update_time: 0.3869119585, other_time: 8.2175598145
epoch time: 31.0935993195s, input_fired_time: 0.9716785550, output_fired_time: 0.0000000000, propagate_forward_time: 28.6350193024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4869022369
validation[          , genome 18410] predictions:    9910/  10000 (99.10%), best:    9916/10000 (99.16%), error:       299.51724, best error:       281.78284 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 419.5445556641s, input_fired_time: 8.9523029327, output_fired_time: 6.8902626038, propagate_forward_time: 145.7209014893, propagate_backward_time: 249.5817871094, weight_update_time: 0.3904328942, other_time: 8.3992919922
epoch time: 31.3881454468s, input_fired_time: 0.9860041142, output_fired_time: 0.0000000000, propagate_forward_time: 28.9020900726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5000514984
validation[          , genome 18410] predictions:    9916/  10000 (99.16%), best:    9916/10000 (99.16%), error:       288.45132, best error:       281.78284 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 422.6051330566s, input_fired_time: 9.0617208481, output_fired_time: 6.9123649597, propagate_forward_time: 147.0124511719, propagate_backward_time: 251.1815948486, weight_update_time: 0.3942558765, other_time: 8.4370269775
epoch time: 31.1167697906s, input_fired_time: 0.9768699408, output_fired_time: 0.0000000000, propagate_forward_time: 28.6729354858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4669647217
validation[          , genome 18410] predictions:    9905/  10000 (99.05%), best:    9916/10000 (99.16%), error:       315.45810, best error:       281.78284 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 428.0885925293s, input_fired_time: 9.3313779831, output_fired_time: 6.9878382683, propagate_forward_time: 148.9119873047, propagate_backward_time: 254.2178497314, weight_update_time: 0.4025416672, other_time: 8.6395416260
epoch time: 33.3731422424s, input_fired_time: 1.0908308029, output_fired_time: 0.0000000000, propagate_forward_time: 30.5645198822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7177906036
validation[          , genome 18410] predictions:    9908/  10000 (99.08%), best:    9916/10000 (99.16%), error:       294.93002, best error:       281.78284 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 422.8595275879s, input_fired_time: 9.0543498993, output_fired_time: 6.9329342842, propagate_forward_time: 147.0000305176, propagate_backward_time: 251.5955352783, weight_update_time: 0.3943610191, other_time: 8.2766876221
epoch time: 32.6579666138s, input_fired_time: 1.0622580051, output_fired_time: 0.0000000000, propagate_forward_time: 29.9102993011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6854095459
validation[          , genome 18410] predictions:    9905/  10000 (99.05%), best:    9916/10000 (99.16%), error:       303.04205, best error:       281.78284 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 422.7641906738s, input_fired_time: 9.1024246216, output_fired_time: 6.8810601234, propagate_forward_time: 146.9846801758, propagate_backward_time: 251.3568878174, weight_update_time: 0.3952319920, other_time: 8.4391326904
epoch time: 31.1399307251s, input_fired_time: 0.9773043990, output_fired_time: 0.0000000000, propagate_forward_time: 28.7025127411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4601135254
validation[          , genome 18410] predictions:    9902/  10000 (99.02%), best:    9916/10000 (99.16%), error:       303.44388, best error:       281.78284 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 429.5833740234s, input_fired_time: 9.1421861649, output_fired_time: 7.0105237961, propagate_forward_time: 149.2440795898, propagate_backward_time: 255.7075347900, weight_update_time: 0.4000426829, other_time: 8.4790496826
epoch time: 32.1059265137s, input_fired_time: 1.0230649710, output_fired_time: 0.0000000000, propagate_forward_time: 29.5468120575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5360488892
validation[          , genome 18410] predictions:    9896/  10000 (98.96%), best:    9916/10000 (99.16%), error:       313.74414, best error:       281.78284 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 440.8471679688s, input_fired_time: 9.7560520172, output_fired_time: 7.2639360428, propagate_forward_time: 153.0862121582, propagate_backward_time: 261.2029724121, weight_update_time: 0.4203165174, other_time: 9.5379943848
epoch time: 31.3233032227s, input_fired_time: 0.9911369085, output_fired_time: 0.0000000000, propagate_forward_time: 28.7666225433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5655441284
validation[          , genome 18410] predictions:    9902/  10000 (99.02%), best:    9916/10000 (99.16%), error:       315.45245, best error:       281.78284 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 426.8577880859s, input_fired_time: 9.1721467972, output_fired_time: 6.9679141045, propagate_forward_time: 148.4217376709, propagate_backward_time: 253.8136901855, weight_update_time: 0.4017466307, other_time: 8.4822692871
epoch time: 31.1947364807s, input_fired_time: 0.9768848419, output_fired_time: 0.0000000000, propagate_forward_time: 28.7529544830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4648971558
validation[          , genome 18410] predictions:    9902/  10000 (99.02%), best:    9916/10000 (99.16%), error:       303.87677, best error:       281.78284 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 438.4540710449s, input_fired_time: 9.6023426056, output_fired_time: 7.2178387642, propagate_forward_time: 152.0620117188, propagate_backward_time: 260.4771423340, weight_update_time: 0.4136220217, other_time: 9.0947265625
epoch time: 31.2971916199s, input_fired_time: 0.9818111658, output_fired_time: 0.0000000000, propagate_forward_time: 28.8288078308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4865722656
validation[          , genome 18410] predictions:    9905/  10000 (99.05%), best:    9916/10000 (99.16%), error:       304.29260, best error:       281.78284 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 429.1557006836s, input_fired_time: 9.2786912918, output_fired_time: 7.0476026535, propagate_forward_time: 148.9662933350, propagate_backward_time: 255.1027221680, weight_update_time: 0.4009270966, other_time: 8.7603759766
epoch time: 33.7014694214s, input_fired_time: 1.0959904194, output_fired_time: 0.0000000000, propagate_forward_time: 30.8321571350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7733230591
validation[          , genome 18410] predictions:    9907/  10000 (99.07%), best:    9916/10000 (99.16%), error:       306.04416, best error:       281.78284 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 416.1885681152s, input_fired_time: 8.7763319016, output_fired_time: 6.8253369331, propagate_forward_time: 144.7904815674, propagate_backward_time: 247.6664428711, weight_update_time: 0.3858182430, other_time: 8.1299591064
epoch time: 33.9881515503s, input_fired_time: 1.1251922846, output_fired_time: 0.0000000000, propagate_forward_time: 31.0933551788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7696056366
validation[          , genome 18410] predictions:    9905/  10000 (99.05%), best:    9916/10000 (99.16%), error:       292.71643, best error:       281.78284 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 439.7365417480s, input_fired_time: 9.8123655319, output_fired_time: 7.2089524269, propagate_forward_time: 152.6431579590, propagate_backward_time: 260.7124938965, weight_update_time: 0.4114377499, other_time: 9.3595581055
epoch time: 33.1246032715s, input_fired_time: 1.0822409391, output_fired_time: 0.0000000000, propagate_forward_time: 30.3082809448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7340812683
validation[          , genome 18410] predictions:    9909/  10000 (99.09%), best:    9916/10000 (99.16%), error:       305.88824, best error:       281.78284 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 441.3239440918s, input_fired_time: 9.7085762024, output_fired_time: 7.2380499840, propagate_forward_time: 153.0901336670, propagate_backward_time: 262.1007385254, weight_update_time: 0.4274801016, other_time: 9.1864318848
epoch time: 32.8167762756s, input_fired_time: 1.0408170223, output_fired_time: 0.0000000000, propagate_forward_time: 30.2253646851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5505943298
validation[          , genome 18410] predictions:    9913/  10000 (99.13%), best:    9916/10000 (99.16%), error:       294.32047, best error:       281.78284 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 438.4879760742s, input_fired_time: 9.6209535599, output_fired_time: 7.2127075195, propagate_forward_time: 152.2173919678, propagate_backward_time: 260.4245300293, weight_update_time: 0.4099384844, other_time: 9.0124206543
epoch time: 31.2204494476s, input_fired_time: 0.9802421331, output_fired_time: 0.0000000000, propagate_forward_time: 28.7710342407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4691734314
validation[          , genome 18410] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       279.55923, best error:       279.55923 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 435.1889038086s, input_fired_time: 9.6295766830, output_fired_time: 7.1306958199, propagate_forward_time: 151.3188629150, propagate_backward_time: 257.8247375488, weight_update_time: 0.4178186655, other_time: 9.2850036621
epoch time: 32.2980384827s, input_fired_time: 1.0395100117, output_fired_time: 0.0000000000, propagate_forward_time: 29.6708374023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5876903534
validation[          , genome 18410] predictions:    9893/  10000 (98.93%), best:    9918/10000 (99.18%), error:       343.17081, best error:       279.55923 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 427.9838867188s, input_fired_time: 9.2999362946, output_fired_time: 6.9678740501, propagate_forward_time: 148.7486724854, propagate_backward_time: 254.0843811035, weight_update_time: 0.4199546278, other_time: 8.8830261230
epoch time: 31.3345184326s, input_fired_time: 0.9889522195, output_fired_time: 0.0000000000, propagate_forward_time: 28.8467235565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4988422394
validation[          , genome 18410] predictions:    9911/  10000 (99.11%), best:    9918/10000 (99.18%), error:       290.06406, best error:       279.55923 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 433.2527465820s, input_fired_time: 9.5297384262, output_fired_time: 7.1322469711, propagate_forward_time: 150.3836364746, propagate_backward_time: 256.9891662598, weight_update_time: 0.4165382087, other_time: 9.2179870605
epoch time: 31.0181617737s, input_fired_time: 0.9833483696, output_fired_time: 0.0000000000, propagate_forward_time: 28.5788421631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4559707642
validation[          , genome 18410] predictions:    9914/  10000 (99.14%), best:    9918/10000 (99.18%), error:       286.48904, best error:       279.55923 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 417.6255798340s, input_fired_time: 8.9008092880, output_fired_time: 6.8185935020, propagate_forward_time: 145.1615600586, propagate_backward_time: 248.4431304932, weight_update_time: 0.3906639814, other_time: 8.3014678955
epoch time: 31.0963764191s, input_fired_time: 0.9794859886, output_fired_time: 0.0000000000, propagate_forward_time: 28.6472759247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4696140289
validation[          , genome 18410] predictions:    9917/  10000 (99.17%), best:    9918/10000 (99.18%), error:       280.24817, best error:       279.55923 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 429.9521179199s, input_fired_time: 9.3718900681, output_fired_time: 7.0109367371, propagate_forward_time: 149.5914306641, propagate_backward_time: 255.2265930176, weight_update_time: 0.4086355865, other_time: 8.7512817383
epoch time: 31.0233764648s, input_fired_time: 0.9784988761, output_fired_time: 0.0000000000, propagate_forward_time: 28.5849437714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4599342346
validation[          , genome 18410] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       276.51352, best error:       276.51352 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 441.3794250488s, input_fired_time: 9.7231950760, output_fired_time: 7.2154626846, propagate_forward_time: 152.9830474854, propagate_backward_time: 262.0522460938, weight_update_time: 0.4245510399, other_time: 9.4054565430
epoch time: 31.3957138062s, input_fired_time: 1.0038727522, output_fired_time: 0.0000000000, propagate_forward_time: 28.8138465881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5779953003
validation[          , genome 18410] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       280.50720, best error:       276.51352 on epoch:    99, 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: 156.5776519775s, input_fired_time: 4.9545612335, output_fired_time: 0.0000000000, propagate_forward_time: 144.1573791504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4657135010
best training[          , genome 18410] predictions:   49998/  50000 (100.00%), best:    9914/10000 (99.14%), error:       144.80780, best error:       276.51352 on epoch:    99, 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: 32.1482505798s, input_fired_time: 1.0232899189, output_fired_time: 0.0000000000, propagate_forward_time: 29.5503005981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5746593475
   testing[          , genome 18410] predictions:    9907/  10000 (99.07%), best:    9914/10000 (99.14%), error:       278.20584, best error:       276.51352 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:28:56 (6244): called boinc_finish(0)

</stderr_txt>
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