Nameexact_genome_1518178202_60_18362_0
Workunit2991785
Created9 Feb 2018, 14:12:43 UTC
Sent9 Feb 2018, 14:31:21 UTC
Report deadline9 Mar 2018, 10:43:34 UTC
Received10 Feb 2018, 19:33:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time19 hours 10 min 25 sec
CPU time18 hours 50 min 9 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size179.92 MB
Peak swap size183.19 MB
Peak disk usage4.39 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
nput_fired_time: 1.8346782923, output_fired_time: 0.0000000000, propagate_forward_time: 50.4346504211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6518249512
validation[          , genome 18362] predictions:    9749/  10000 (97.49%), best:    9828/10000 (98.28%), error:       839.78534, best error:       532.27283 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 663.3886718750s, input_fired_time: 14.6943950653, output_fired_time: 15.8992652893, propagate_forward_time: 251.8852691650, propagate_backward_time: 365.6235961914, weight_update_time: 0.5188798308, other_time: 15.2861328125
epoch time: 54.7511138916s, input_fired_time: 1.8104859591, output_fired_time: 0.0000000000, propagate_forward_time: 50.3271560669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6134719849
validation[          , genome 18362] predictions:    9732/  10000 (97.32%), best:    9828/10000 (98.28%), error:       892.22626, best error:       532.27283 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 658.9204101563s, input_fired_time: 14.5912799835, output_fired_time: 17.6792907715, propagate_forward_time: 245.3761596680, propagate_backward_time: 366.2115478516, weight_update_time: 0.5203857422, other_time: 15.0620727539
epoch time: 53.4609336853s, input_fired_time: 1.8147724867, output_fired_time: 0.0000000000, propagate_forward_time: 48.8050003052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8411598206
validation[          , genome 18362] predictions:    9837/  10000 (98.37%), best:    9828/10000 (98.28%), error:       550.74011, best error:       532.27283 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 662.6083374023s, input_fired_time: 14.6576957703, output_fired_time: 16.9433078766, propagate_forward_time: 251.3590545654, propagate_backward_time: 364.4334411621, weight_update_time: 0.5191026926, other_time: 15.2148132324
epoch time: 58.1328620911s, input_fired_time: 2.9986946583, output_fired_time: 0.0000000000, propagate_forward_time: 52.1521987915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9819679260
validation[          , genome 18362] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       497.20618, best error:       497.20618 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 671.4035034180s, input_fired_time: 14.8510046005, output_fired_time: 18.1967792511, propagate_forward_time: 249.6438903809, propagate_backward_time: 374.5133972168, weight_update_time: 0.5285903811, other_time: 14.1984252930
epoch time: 54.7804641724s, input_fired_time: 1.8250771761, output_fired_time: 0.0000000000, propagate_forward_time: 50.2759170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6794700623
validation[          , genome 18362] predictions:    9828/  10000 (98.28%), best:    9852/10000 (98.52%), error:       561.43970, best error:       497.20618 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 677.5443115234s, input_fired_time: 15.9247360229, output_fired_time: 16.4417514801, propagate_forward_time: 256.3288879395, propagate_backward_time: 373.8164978027, weight_update_time: 0.5308530927, other_time: 15.0324096680
epoch time: 59.9813957214s, input_fired_time: 2.0159962177, output_fired_time: 0.0000000000, propagate_forward_time: 55.1325683594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8328323364
validation[          , genome 18362] predictions:    9833/  10000 (98.33%), best:    9852/10000 (98.52%), error:       550.91980, best error:       497.20618 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 682.8178710938s, input_fired_time: 18.1670665741, output_fired_time: 17.4902973175, propagate_forward_time: 256.6057128906, propagate_backward_time: 375.1837768555, weight_update_time: 0.5356369615, other_time: 15.3710327148
epoch time: 55.1677551270s, input_fired_time: 1.8344799280, output_fired_time: 0.0000000000, propagate_forward_time: 50.6766662598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6566085815
validation[          , genome 18362] predictions:    9814/  10000 (98.14%), best:    9852/10000 (98.52%), error:       566.58258, best error:       497.20618 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 682.3082275391s, input_fired_time: 16.0903911591, output_fired_time: 17.1774711609, propagate_forward_time: 256.9348754883, propagate_backward_time: 376.7071838379, weight_update_time: 0.5269358158, other_time: 15.3982849121
epoch time: 53.5478363037s, input_fired_time: 1.8184398413, output_fired_time: 0.0000000000, propagate_forward_time: 49.0713691711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6580276489
validation[          , genome 18362] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       465.83124, best error:       465.83124 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 669.6272583008s, input_fired_time: 14.8400802612, output_fired_time: 16.0890693665, propagate_forward_time: 249.1311340332, propagate_backward_time: 373.4075012207, weight_update_time: 0.5201042891, other_time: 16.1594848633
epoch time: 57.4784469604s, input_fired_time: 2.9380238056, output_fired_time: 0.0000000000, propagate_forward_time: 51.5725364685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9678878784
validation[          , genome 18362] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       462.29257, best error:       462.29257 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 677.8115844727s, input_fired_time: 15.0844144821, output_fired_time: 17.1452445984, propagate_forward_time: 256.0511169434, propagate_backward_time: 374.2805175781, weight_update_time: 0.5352308750, other_time: 15.2502746582
epoch time: 52.9216156006s, input_fired_time: 1.8309336901, output_fired_time: 0.0000000000, propagate_forward_time: 48.4761466980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6145362854
validation[          , genome 18362] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       489.05988, best error:       462.29257 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 665.8063354492s, input_fired_time: 16.6109962463, output_fired_time: 17.8687477112, propagate_forward_time: 244.5506896973, propagate_backward_time: 372.7126464844, weight_update_time: 0.5211412311, other_time: 14.0632019043
epoch time: 53.0428504944s, input_fired_time: 1.8146727085, output_fired_time: 0.0000000000, propagate_forward_time: 48.5154838562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7126922607
validation[          , genome 18362] predictions:    9844/  10000 (98.44%), best:    9856/10000 (98.56%), error:       500.99155, best error:       462.29257 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 666.0639038086s, input_fired_time: 16.6836261749, output_fired_time: 17.1095199585, propagate_forward_time: 248.2471923828, propagate_backward_time: 369.8883361816, weight_update_time: 0.5302353501, other_time: 14.1352233887
epoch time: 54.2512397766s, input_fired_time: 1.8474260569, output_fired_time: 0.0000000000, propagate_forward_time: 49.6954383850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7083740234
validation[          , genome 18362] predictions:    9853/  10000 (98.53%), best:    9856/10000 (98.56%), error:       476.15106, best error:       462.29257 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 678.6356201172s, input_fired_time: 14.8410797119, output_fired_time: 17.1845664978, propagate_forward_time: 254.2540435791, propagate_backward_time: 378.0643005371, weight_update_time: 0.5240007639, other_time: 14.2916564941
epoch time: 55.0344047546s, input_fired_time: 1.8172869682, output_fired_time: 0.0000000000, propagate_forward_time: 50.5634002686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6537170410
validation[          , genome 18362] predictions:    9839/  10000 (98.39%), best:    9856/10000 (98.56%), error:       522.68536, best error:       462.29257 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 664.4448852539s, input_fired_time: 14.6679735184, output_fired_time: 16.9265995026, propagate_forward_time: 251.0899810791, propagate_backward_time: 367.8032836914, weight_update_time: 0.5188829303, other_time: 13.9570922852
epoch time: 54.5043067932s, input_fired_time: 1.8186036348, output_fired_time: 0.0000000000, propagate_forward_time: 50.0360183716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6496849060
validation[          , genome 18362] predictions:    9830/  10000 (98.30%), best:    9856/10000 (98.56%), error:       549.94299, best error:       462.29257 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 670.3773193359s, input_fired_time: 14.8759231567, output_fired_time: 17.9804000854, propagate_forward_time: 256.9982910156, propagate_backward_time: 365.3537597656, weight_update_time: 0.5184907317, other_time: 15.1689453125
epoch time: 53.7016296387s, input_fired_time: 1.8139748573, output_fired_time: 0.0000000000, propagate_forward_time: 49.2572784424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6303749084
validation[          , genome 18362] predictions:    9783/  10000 (97.83%), best:    9856/10000 (98.56%), error:       755.89703, best error:       462.29257 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 675.7540283203s, input_fired_time: 15.8845748901, output_fired_time: 16.1943607330, propagate_forward_time: 253.4949340820, propagate_backward_time: 373.8899536133, weight_update_time: 0.5360825658, other_time: 16.2902221680
epoch time: 55.0661277771s, input_fired_time: 2.9814581871, output_fired_time: 0.0000000000, propagate_forward_time: 49.4247322083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6599388123
validation[          , genome 18362] predictions:    9849/  10000 (98.49%), best:    9856/10000 (98.56%), error:       480.18637, best error:       462.29257 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 662.1945190430s, input_fired_time: 14.7275085449, output_fired_time: 16.8085784912, propagate_forward_time: 250.7576293945, propagate_backward_time: 365.8479919434, weight_update_time: 0.5211900473, other_time: 14.0528259277
epoch time: 54.7197074890s, input_fired_time: 1.8243665695, output_fired_time: 0.0000000000, propagate_forward_time: 50.1594429016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7358970642
validation[          , genome 18362] predictions:    9813/  10000 (98.13%), best:    9856/10000 (98.56%), error:       611.71106, best error:       462.29257 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 675.5678710938s, input_fired_time: 15.1750164032, output_fired_time: 16.1926193237, propagate_forward_time: 255.5205230713, propagate_backward_time: 372.5527343750, weight_update_time: 0.5242974162, other_time: 16.1270141602
epoch time: 56.4379615784s, input_fired_time: 1.8940286636, output_fired_time: 0.0000000000, propagate_forward_time: 51.8038825989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7400512695
validation[          , genome 18362] predictions:    9847/  10000 (98.47%), best:    9856/10000 (98.56%), error:       519.11462, best error:       462.29257 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 697.0315551758s, input_fired_time: 15.5280532837, output_fired_time: 17.6375751495, propagate_forward_time: 261.4679565430, propagate_backward_time: 388.0988769531, weight_update_time: 0.5436092615, other_time: 14.2990722656
epoch time: 54.8201560974s, input_fired_time: 1.8295546770, output_fired_time: 0.0000000000, propagate_forward_time: 49.3746299744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6159706116
validation[          , genome 18362] predictions:    9859/  10000 (98.59%), best:    9856/10000 (98.56%), error:       470.86752, best error:       462.29257 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 659.7621459961s, input_fired_time: 17.7291507721, output_fired_time: 16.8529148102, propagate_forward_time: 248.4724426270, propagate_backward_time: 362.7662658691, weight_update_time: 0.5173681974, other_time: 13.9414062500
epoch time: 52.0585403442s, input_fired_time: 1.7883267403, output_fired_time: 0.0000000000, propagate_forward_time: 47.6656723022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6045417786
validation[          , genome 18362] predictions:    9855/  10000 (98.55%), best:    9856/10000 (98.56%), error:       482.22607, best error:       462.29257 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 650.2257080078s, input_fired_time: 16.5455951691, output_fired_time: 16.7041912079, propagate_forward_time: 238.4298095703, propagate_backward_time: 363.7382202148, weight_update_time: 0.5146389604, other_time: 14.8079223633
epoch time: 53.1221237183s, input_fired_time: 1.7692736387, output_fired_time: 0.0000000000, propagate_forward_time: 48.7417488098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6111030579
validation[          , genome 18362] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       439.16098, best error:       439.16098 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 650.6052246094s, input_fired_time: 14.4982233047, output_fired_time: 15.6454334259, propagate_forward_time: 245.0607757568, propagate_backward_time: 360.4346618652, weight_update_time: 0.5264168382, other_time: 14.9660949707
epoch time: 53.3610458374s, input_fired_time: 2.7502603531, output_fired_time: 0.0000000000, propagate_forward_time: 47.9627647400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6480216980
validation[          , genome 18362] predictions:    9840/  10000 (98.40%), best:    9862/10000 (98.62%), error:       524.54645, best error:       439.16098 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 644.4520263672s, input_fired_time: 14.3829469681, output_fired_time: 15.4637651443, propagate_forward_time: 241.4338989258, propagate_backward_time: 357.3938293457, weight_update_time: 0.5110429525, other_time: 15.7776184082
epoch time: 56.4215583801s, input_fired_time: 1.9086663723, output_fired_time: 0.0000000000, propagate_forward_time: 51.8243675232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6885261536
validation[          , genome 18362] predictions:    9850/  10000 (98.50%), best:    9862/10000 (98.62%), error:       484.54947, best error:       439.16098 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 650.9666137695s, input_fired_time: 16.5606822968, output_fired_time: 15.6353473663, propagate_forward_time: 246.9736633301, propagate_backward_time: 357.9431457520, weight_update_time: 0.5170781612, other_time: 13.8537597656
epoch time: 53.4953651428s, input_fired_time: 1.7854622602, output_fired_time: 0.0000000000, propagate_forward_time: 47.9787330627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7311706543
validation[          , genome 18362] predictions:    9832/  10000 (98.32%), best:    9862/10000 (98.62%), error:       527.23132, best error:       439.16098 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 668.8661499023s, input_fired_time: 15.8357486725, output_fired_time: 17.1011562347, propagate_forward_time: 254.4693603516, propagate_backward_time: 367.1817626953, weight_update_time: 0.5448016524, other_time: 14.2781372070
epoch time: 52.3991165161s, input_fired_time: 1.7955389023, output_fired_time: 0.0000000000, propagate_forward_time: 48.0119094849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5916671753
validation[          , genome 18362] predictions:    9812/  10000 (98.12%), best:    9862/10000 (98.62%), error:       631.52490, best error:       439.16098 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 651.3911132813s, input_fired_time: 14.5005760193, output_fired_time: 16.5329380035, propagate_forward_time: 242.9075927734, propagate_backward_time: 362.5755310059, weight_update_time: 0.5161300302, other_time: 14.8744812012
epoch time: 51.9056167603s, input_fired_time: 1.7826648951, output_fired_time: 0.0000000000, propagate_forward_time: 47.5290298462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5939216614
validation[          , genome 18362] predictions:    9836/  10000 (98.36%), best:    9862/10000 (98.62%), error:       545.51477, best error:       439.16098 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 659.0328369141s, input_fired_time: 16.5616893768, output_fired_time: 18.6359272003, propagate_forward_time: 244.3475189209, propagate_backward_time: 365.4867553711, weight_update_time: 0.5233600736, other_time: 14.0009155273
epoch time: 53.1449317932s, input_fired_time: 1.7953797579, output_fired_time: 0.0000000000, propagate_forward_time: 48.7419090271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6076431274
validation[          , genome 18362] predictions:    9852/  10000 (98.52%), best:    9862/10000 (98.62%), error:       457.25259, best error:       439.16098 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 661.8693847656s, input_fired_time: 17.9782981873, output_fired_time: 15.8993673325, propagate_forward_time: 249.9098205566, propagate_backward_time: 364.0135498047, weight_update_time: 0.5158323646, other_time: 14.0683898926
epoch time: 53.7263031006s, input_fired_time: 1.7998553514, output_fired_time: 0.0000000000, propagate_forward_time: 49.3190879822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6073608398
validation[          , genome 18362] predictions:    9842/  10000 (98.42%), best:    9862/10000 (98.62%), error:       490.80649, best error:       439.16098 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 660.9342041016s, input_fired_time: 16.5839900970, output_fired_time: 18.0455093384, propagate_forward_time: 246.7818298340, propagate_backward_time: 364.5292358398, weight_update_time: 0.5223436356, other_time: 14.9936218262
epoch time: 51.7956962585s, input_fired_time: 1.7727566957, output_fired_time: 0.0000000000, propagate_forward_time: 47.4832382202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5396995544
validation[          , genome 18362] predictions:    9799/  10000 (97.99%), best:    9862/10000 (98.62%), error:       634.51526, best error:       439.16098 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 649.0554199219s, input_fired_time: 14.4140939713, output_fired_time: 16.4775085449, propagate_forward_time: 240.5844573975, propagate_backward_time: 362.7259826660, weight_update_time: 0.5224176645, other_time: 14.8533630371
epoch time: 59.3843841553s, input_fired_time: 2.0002009869, output_fired_time: 0.0000000000, propagate_forward_time: 54.5792160034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8049659729
validation[          , genome 18362] predictions:    9831/  10000 (98.31%), best:    9862/10000 (98.62%), error:       538.39008, best error:       439.16098 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 659.2412719727s, input_fired_time: 16.7387580872, output_fired_time: 17.0598468781, propagate_forward_time: 243.5450897217, propagate_backward_time: 367.8671875000, weight_update_time: 0.5196205974, other_time: 14.0303344727
epoch time: 52.3151054382s, input_fired_time: 1.7912083864, output_fired_time: 0.0000000000, propagate_forward_time: 47.9272499084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5966453552
validation[          , genome 18362] predictions:    9856/  10000 (98.56%), best:    9862/10000 (98.62%), error:       471.09476, best error:       439.16098 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 668.5466308594s, input_fired_time: 14.7957839966, output_fired_time: 17.0348224640, propagate_forward_time: 251.7949676514, propagate_backward_time: 370.6458435059, weight_update_time: 0.5299239159, other_time: 14.2751770020
epoch time: 58.2758407593s, input_fired_time: 2.0068118572, output_fired_time: 0.0000000000, propagate_forward_time: 53.4217300415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8472976685
validation[          , genome 18362] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       435.14240, best error:       435.14240 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 657.7760620117s, input_fired_time: 15.6763362885, output_fired_time: 17.8766498566, propagate_forward_time: 245.3417510986, propagate_backward_time: 364.8528442383, weight_update_time: 0.5208169818, other_time: 14.0285034180
epoch time: 52.1764221191s, input_fired_time: 1.7852131128, output_fired_time: 0.0000000000, propagate_forward_time: 47.7792892456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6119194031
validation[          , genome 18362] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       420.57861, best error:       420.57861 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 670.2229614258s, input_fired_time: 17.9017696381, output_fired_time: 16.0367889404, propagate_forward_time: 249.6956329346, propagate_backward_time: 372.3046569824, weight_update_time: 0.5294992924, other_time: 14.2840881348
epoch time: 52.4891433716s, input_fired_time: 1.7962337732, output_fired_time: 0.0000000000, propagate_forward_time: 48.0487365723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6441726685
validation[          , genome 18362] predictions:    9844/  10000 (98.44%), best:    9880/10000 (98.80%), error:       473.63385, best error:       420.57861 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 671.4699096680s, input_fired_time: 15.2432641983, output_fired_time: 17.1490650177, propagate_forward_time: 247.7149353027, propagate_backward_time: 376.1872558594, weight_update_time: 0.5248288512, other_time: 15.1753845215
epoch time: 53.8658370972s, input_fired_time: 1.8098148108, output_fired_time: 0.0000000000, propagate_forward_time: 49.4254341125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6305885315
validation[          , genome 18362] predictions:    9859/  10000 (98.59%), best:    9880/10000 (98.80%), error:       454.98663, best error:       420.57861 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 664.7124023438s, input_fired_time: 15.8498802185, output_fired_time: 18.0466194153, propagate_forward_time: 251.0078277588, propagate_backward_time: 364.9948425293, weight_update_time: 0.5169233680, other_time: 14.8132629395
epoch time: 52.9695777893s, input_fired_time: 1.7792127132, output_fired_time: 0.0000000000, propagate_forward_time: 48.6228866577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5674781799
validation[          , genome 18362] predictions:    9854/  10000 (98.54%), best:    9880/10000 (98.80%), error:       477.58530, best error:       420.57861 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 644.4577026367s, input_fired_time: 14.3647899628, output_fired_time: 16.4584960938, propagate_forward_time: 241.6556091309, propagate_backward_time: 357.3567199707, weight_update_time: 0.5105875134, other_time: 14.6220703125
epoch time: 51.8083152771s, input_fired_time: 1.7761398554, output_fired_time: 0.0000000000, propagate_forward_time: 47.4556503296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5765266418
validation[          , genome 18362] predictions:    9841/  10000 (98.41%), best:    9880/10000 (98.80%), error:       551.86700, best error:       420.57861 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 646.6966552734s, input_fired_time: 16.3880634308, output_fired_time: 15.5199069977, propagate_forward_time: 239.6084442139, propagate_backward_time: 360.3740539551, weight_update_time: 0.5148895383, other_time: 14.8061828613
epoch time: 51.8408432007s, input_fired_time: 1.7775374651, output_fired_time: 0.0000000000, propagate_forward_time: 47.5145492554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5487556458
validation[          , genome 18362] predictions:    9853/  10000 (98.53%), best:    9880/10000 (98.80%), error:       457.80096, best error:       420.57861 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 664.6925048828s, input_fired_time: 14.7819042206, output_fired_time: 16.8575935364, propagate_forward_time: 251.8379364014, propagate_backward_time: 367.2801818848, weight_update_time: 0.5177336931, other_time: 13.9348449707
epoch time: 52.1131477356s, input_fired_time: 1.7890987396, output_fired_time: 0.0000000000, propagate_forward_time: 46.7713661194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5526847839
validation[          , genome 18362] predictions:    9857/  10000 (98.57%), best:    9880/10000 (98.80%), error:       436.59256, best error:       420.57861 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 672.1002197266s, input_fired_time: 15.9266939163, output_fired_time: 16.9334316254, propagate_forward_time: 252.5781555176, propagate_backward_time: 372.3809814453, weight_update_time: 0.5329190493, other_time: 14.2809753418
epoch time: 51.9954414368s, input_fired_time: 1.7897971869, output_fired_time: 0.0000000000, propagate_forward_time: 47.6624908447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5431518555
validation[          , genome 18362] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       410.76392, best error:       410.76392 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 651.2941284180s, input_fired_time: 14.5324087143, output_fired_time: 16.5455398560, propagate_forward_time: 246.2092285156, propagate_backward_time: 360.0957641602, weight_update_time: 0.5209563971, other_time: 13.9111938477
epoch time: 53.3510665894s, input_fired_time: 1.8048385382, output_fired_time: 0.0000000000, propagate_forward_time: 48.9284248352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6178016663
validation[          , genome 18362] predictions:    9871/  10000 (98.71%), best:    9869/10000 (98.69%), error:       443.05756, best error:       410.76392 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 647.1297607422s, input_fired_time: 16.4068984985, output_fired_time: 15.3997287750, propagate_forward_time: 242.6599273682, propagate_backward_time: 358.0229797363, weight_update_time: 0.5081838965, other_time: 14.6402282715
epoch time: 53.3015670776s, input_fired_time: 1.7936720848, output_fired_time: 0.0000000000, propagate_forward_time: 47.9811096191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5267868042
validation[          , genome 18362] predictions:    9876/  10000 (98.76%), best:    9869/10000 (98.69%), error:       415.59424, best error:       410.76392 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 642.8434448242s, input_fired_time: 14.4145135880, output_fired_time: 17.3038558960, propagate_forward_time: 235.4145507813, propagate_backward_time: 359.8844604492, weight_update_time: 0.5152218342, other_time: 15.8261108398
epoch time: 52.0064353943s, input_fired_time: 1.7830135822, output_fired_time: 0.0000000000, propagate_forward_time: 47.6566772461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5667457581
validation[          , genome 18362] predictions:    9853/  10000 (98.53%), best:    9869/10000 (98.69%), error:       489.90005, best error:       410.76392 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 654.6948852539s, input_fired_time: 16.5682907104, output_fired_time: 15.5929107666, propagate_forward_time: 247.8788909912, propagate_backward_time: 359.8073425293, weight_update_time: 0.5160133839, other_time: 14.8474426270
epoch time: 53.4670524597s, input_fired_time: 1.8043568134, output_fired_time: 0.0000000000, propagate_forward_time: 49.0303421021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6323547363
validation[          , genome 18362] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       458.94077, best error:       410.76392 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 652.6754150391s, input_fired_time: 14.6079750061, output_fired_time: 16.4483356476, propagate_forward_time: 241.4896850586, propagate_backward_time: 366.3606567383, weight_update_time: 0.5184103847, other_time: 13.7687377930
epoch time: 53.4317817688s, input_fired_time: 1.8044096231, output_fired_time: 0.0000000000, propagate_forward_time: 49.0230941772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6042785645
validation[          , genome 18362] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       428.62720, best error:       410.76392 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 643.4635620117s, input_fired_time: 14.3735637665, output_fired_time: 15.2270708084, propagate_forward_time: 231.6524963379, propagate_backward_time: 368.5336303711, weight_update_time: 0.5125729442, other_time: 13.6768493652
epoch time: 52.7013778687s, input_fired_time: 1.7860901356, output_fired_time: 0.0000000000, propagate_forward_time: 48.3108749390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6044120789
validation[          , genome 18362] predictions:    9871/  10000 (98.71%), best:    9869/10000 (98.69%), error:       427.32007, best error:       410.76392 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 656.5116577148s, input_fired_time: 14.5978355408, output_fired_time: 15.4682083130, propagate_forward_time: 248.0706939697, propagate_backward_time: 364.5418701172, weight_update_time: 0.5164746642, other_time: 13.8330688477
epoch time: 51.3364295959s, input_fired_time: 1.7714587450, output_fired_time: 0.0000000000, propagate_forward_time: 47.0323715210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5326004028
validation[          , genome 18362] predictions:    9878/  10000 (98.78%), best:    9869/10000 (98.69%), error:       416.09244, best error:       410.76392 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 662.4813232422s, input_fired_time: 14.8438386917, output_fired_time: 15.7206439972, propagate_forward_time: 244.5609130859, propagate_backward_time: 372.1774902344, weight_update_time: 0.5313339829, other_time: 15.1784667969
epoch time: 57.8568725586s, input_fired_time: 1.9077799320, output_fired_time: 0.0000000000, propagate_forward_time: 53.0833129883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8657798767
validation[          , genome 18362] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       481.95145, best error:       410.76392 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 656.6625366211s, input_fired_time: 14.7154083252, output_fired_time: 16.6761646271, propagate_forward_time: 249.1159210205, propagate_backward_time: 360.1039733887, weight_update_time: 0.5236098170, other_time: 16.0511169434
epoch time: 59.2184600830s, input_fired_time: 1.9511709213, output_fired_time: 0.0000000000, propagate_forward_time: 54.4661254883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8011627197
validation[          , genome 18362] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       453.18457, best error:       410.76392 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 650.1511230469s, input_fired_time: 17.4923114777, output_fired_time: 15.3889083862, propagate_forward_time: 245.7360076904, propagate_backward_time: 356.6928100586, weight_update_time: 0.5176285505, other_time: 14.8410644531
epoch time: 51.9167594910s, input_fired_time: 2.8711538315, output_fired_time: 0.0000000000, propagate_forward_time: 46.4487915039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5968132019
validation[          , genome 18362] predictions:    9854/  10000 (98.54%), best:    9869/10000 (98.69%), error:       457.51962, best error:       410.76392 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 650.9165039063s, input_fired_time: 15.6276922226, output_fired_time: 16.2500934601, propagate_forward_time: 237.4389190674, propagate_backward_time: 366.6619262695, weight_update_time: 0.5294462442, other_time: 14.9378662109
epoch time: 52.2439918518s, input_fired_time: 1.7980842590, output_fired_time: 0.0000000000, propagate_forward_time: 47.8896102905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5562973022
validation[          , genome 18362] predictions:    9848/  10000 (98.48%), best:    9869/10000 (98.69%), error:       449.06287, best error:       410.76392 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 659.4009399414s, input_fired_time: 16.7362499237, output_fired_time: 17.5360088348, propagate_forward_time: 249.1799316406, propagate_backward_time: 360.8693542480, weight_update_time: 0.5251358747, other_time: 15.0793762207
epoch time: 53.5617103577s, input_fired_time: 1.8012259007, output_fired_time: 0.0000000000, propagate_forward_time: 49.1604232788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6000595093
validation[          , genome 18362] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       509.01178, best error:       410.76392 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 654.8138427734s, input_fired_time: 14.6984004974, output_fired_time: 17.6201248169, propagate_forward_time: 249.7270050049, propagate_backward_time: 357.9148864746, weight_update_time: 1.5014581680, other_time: 14.8534240723
epoch time: 56.0585021973s, input_fired_time: 1.9450155497, output_fired_time: 0.0000000000, propagate_forward_time: 51.3484001160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7650871277
validation[          , genome 18362] predictions:    9870/  10000 (98.70%), best:    9869/10000 (98.69%), error:       440.25281, best error:       410.76392 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 661.4094848633s, input_fired_time: 15.8883275986, output_fired_time: 15.5696582794, propagate_forward_time: 245.6216125488, propagate_backward_time: 370.2178955078, weight_update_time: 0.5261549950, other_time: 14.1120300293
epoch time: 52.4363899231s, input_fired_time: 1.7919318676, output_fired_time: 0.0000000000, propagate_forward_time: 48.0648422241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5796165466
validation[          , genome 18362] predictions:    9847/  10000 (98.47%), best:    9869/10000 (98.69%), error:       483.66843, best error:       410.76392 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 649.5045166016s, input_fired_time: 15.4617614746, output_fired_time: 15.2089080811, propagate_forward_time: 238.6693420410, propagate_backward_time: 365.2371215820, weight_update_time: 0.5139629841, other_time: 14.9273376465
epoch time: 52.1745300293s, input_fired_time: 1.7968006134, output_fired_time: 0.0000000000, propagate_forward_time: 47.7542228699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6235084534
validation[          , genome 18362] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       401.12180, best error:       401.12180 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 647.5115356445s, input_fired_time: 14.4283075333, output_fired_time: 15.2212362289, propagate_forward_time: 238.3350372314, propagate_backward_time: 363.7736511230, weight_update_time: 0.5159726143, other_time: 15.7533264160
epoch time: 52.6304550171s, input_fired_time: 1.8038229942, output_fired_time: 0.0000000000, propagate_forward_time: 48.2066040039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6200294495
validation[          , genome 18362] predictions:    9867/  10000 (98.67%), best:    9878/10000 (98.78%), error:       429.61240, best error:       401.12180 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 650.2130126953s, input_fired_time: 14.5351362228, output_fired_time: 16.0619525909, propagate_forward_time: 244.5685729980, propagate_backward_time: 361.3450622559, weight_update_time: 0.5102418065, other_time: 13.7022705078
epoch time: 53.1837806702s, input_fired_time: 1.7910569906, output_fired_time: 0.0000000000, propagate_forward_time: 48.7976684570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5950546265
validation[          , genome 18362] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       405.13828, best error:       401.12180 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 661.0093994141s, input_fired_time: 15.8773469925, output_fired_time: 15.2327203751, propagate_forward_time: 247.7514190674, propagate_backward_time: 367.1947326660, weight_update_time: 0.5134764314, other_time: 14.9532165527
epoch time: 60.0870895386s, input_fired_time: 1.9996334314, output_fired_time: 0.0000000000, propagate_forward_time: 55.1770248413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9104309082
validation[          , genome 18362] predictions:    9867/  10000 (98.67%), best:    9878/10000 (98.78%), error:       431.31244, best error:       401.12180 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 665.0445556641s, input_fired_time: 15.7962226868, output_fired_time: 18.4263534546, propagate_forward_time: 247.9012298584, propagate_backward_time: 368.8592834473, weight_update_time: 0.5164747834, other_time: 14.0614929199
epoch time: 53.9601325989s, input_fired_time: 1.8248493671, output_fired_time: 0.0000000000, propagate_forward_time: 49.4898033142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6454811096
validation[          , genome 18362] predictions:    9858/  10000 (98.58%), best:    9878/10000 (98.78%), error:       500.20685, best error:       401.12180 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 643.5344238281s, input_fired_time: 14.4115104675, output_fired_time: 14.7652091980, propagate_forward_time: 243.2902832031, propagate_backward_time: 356.3657836914, weight_update_time: 0.5171340108, other_time: 14.7016601563
epoch time: 55.2867240906s, input_fired_time: 1.8405890465, output_fired_time: 0.0000000000, propagate_forward_time: 48.7175827026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7285537720
validation[          , genome 18362] predictions:    9881/  10000 (98.81%), best:    9878/10000 (98.78%), error:       404.96799, best error:       401.12180 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 647.7023925781s, input_fired_time: 14.4638719559, output_fired_time: 14.7900886536, propagate_forward_time: 242.8582916260, propagate_backward_time: 361.8320007324, weight_update_time: 0.5144447088, other_time: 13.7581481934
epoch time: 56.9551048279s, input_fired_time: 1.8826529980, output_fired_time: 0.0000000000, propagate_forward_time: 52.3733940125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6990585327
validation[          , genome 18362] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       412.92236, best error:       401.12180 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 642.8969726563s, input_fired_time: 14.4517011642, output_fired_time: 14.6581335068, propagate_forward_time: 246.0466918945, propagate_backward_time: 354.0132751465, weight_update_time: 0.5131559968, other_time: 13.7271423340
epoch time: 58.6069221497s, input_fired_time: 1.9542177916, output_fired_time: 0.0000000000, propagate_forward_time: 53.8048439026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8478622437
validation[          , genome 18362] predictions:    9869/  10000 (98.69%), best:    9878/10000 (98.78%), error:       427.77222, best error:       401.12180 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 668.3735351563s, input_fired_time: 14.9362859726, output_fired_time: 15.1741867065, propagate_forward_time: 253.5583648682, propagate_backward_time: 369.4881591797, weight_update_time: 0.5514803529, other_time: 15.2165527344
epoch time: 60.4094123840s, input_fired_time: 2.0244450569, output_fired_time: 0.0000000000, propagate_forward_time: 55.4365501404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9484176636
validation[          , genome 18362] predictions:    2373/  10000 (23.73%), best:    9878/10000 (98.78%), error:    139707.43750, best error:       401.12180 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

resetting weights to those on epoch: 69
epoch time: 660.2398071289s, input_fired_time: 14.8705177307, output_fired_time: 15.7103080750, propagate_forward_time: 248.2864074707, propagate_backward_time: 364.4375610352, weight_update_time: 0.5324754715, other_time: 16.9349670410
epoch time: 53.3712425232s, input_fired_time: 1.8019264936, output_fired_time: 0.0000000000, propagate_forward_time: 48.9341697693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6351470947
validation[          , genome 18362] predictions:    9855/  10000 (98.55%), best:    9878/10000 (98.78%), error:       500.28714, best error:       401.12180 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 663.7216796875s, input_fired_time: 15.8033046722, output_fired_time: 16.8019046783, propagate_forward_time: 249.1421508789, propagate_backward_time: 366.8417358398, weight_update_time: 0.5234856606, other_time: 15.1326293945
epoch time: 53.4642944336s, input_fired_time: 1.7957161665, output_fired_time: 0.0000000000, propagate_forward_time: 49.0575866699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6109924316
validation[          , genome 18362] predictions:    9885/  10000 (98.85%), best:    9878/10000 (98.78%), error:       410.33725, best error:       401.12180 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 659.9535522461s, input_fired_time: 16.7334995270, output_fired_time: 16.5323181152, propagate_forward_time: 244.9450531006, propagate_backward_time: 364.7575988770, weight_update_time: 0.5250787139, other_time: 16.9850769043
epoch time: 52.2146034241s, input_fired_time: 1.7863802910, output_fired_time: 0.0000000000, propagate_forward_time: 47.8486747742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5795478821
validation[          , genome 18362] predictions:    9880/  10000 (98.80%), best:    9878/10000 (98.78%), error:       403.29709, best error:       401.12180 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 646.5523681641s, input_fired_time: 15.4394397736, output_fired_time: 15.2189674377, propagate_forward_time: 242.8863372803, propagate_backward_time: 358.2439880371, weight_update_time: 1.4712779522, other_time: 14.7635803223
epoch time: 51.6871910095s, input_fired_time: 1.7827396393, output_fired_time: 0.0000000000, propagate_forward_time: 47.3663482666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5381011963
validation[          , genome 18362] predictions:    9864/  10000 (98.64%), best:    9878/10000 (98.78%), error:       463.74271, best error:       401.12180 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 646.1569213867s, input_fired_time: 15.3989114761, output_fired_time: 15.0125255585, propagate_forward_time: 241.2795104980, propagate_backward_time: 359.7220153809, weight_update_time: 0.5191522241, other_time: 14.7439575195
epoch time: 51.5352516174s, input_fired_time: 1.7779493332, output_fired_time: 0.0000000000, propagate_forward_time: 47.2630615234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4942398071
validation[          , genome 18362] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       395.22238, best error:       395.22238 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 641.8495483398s, input_fired_time: 14.3931074142, output_fired_time: 15.8749094009, propagate_forward_time: 234.5509338379, propagate_backward_time: 362.1796264648, weight_update_time: 0.5156503916, other_time: 14.8509216309
epoch time: 53.6019821167s, input_fired_time: 1.7947695255, output_fired_time: 0.0000000000, propagate_forward_time: 49.1895751953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6176376343
validation[          , genome 18362] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       398.74377, best error:       395.22238 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 648.7248535156s, input_fired_time: 14.5093441010, output_fired_time: 16.8803920746, propagate_forward_time: 242.0910491943, propagate_backward_time: 361.4219360352, weight_update_time: 0.5159165859, other_time: 13.8221435547
epoch time: 52.1186180115s, input_fired_time: 1.7901959419, output_fired_time: 0.0000000000, propagate_forward_time: 46.7454414368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5829811096
validation[          , genome 18362] predictions:    9870/  10000 (98.70%), best:    9881/10000 (98.81%), error:       410.35779, best error:       395.22238 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 671.9738159180s, input_fired_time: 18.0093097687, output_fired_time: 15.4370098114, propagate_forward_time: 250.6727447510, propagate_backward_time: 373.6012268066, weight_update_time: 0.5414469838, other_time: 14.2535095215
epoch time: 51.9856071472s, input_fired_time: 1.7896261215, output_fired_time: 0.0000000000, propagate_forward_time: 46.6461791992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5498008728
validation[          , genome 18362] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       413.39832, best error:       395.22238 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 644.0651855469s, input_fired_time: 15.3637580872, output_fired_time: 16.5767002106, propagate_forward_time: 241.3306579590, propagate_backward_time: 355.1933898926, weight_update_time: 0.5112447739, other_time: 15.6006469727
epoch time: 52.4634094238s, input_fired_time: 1.8042956591, output_fired_time: 0.0000000000, propagate_forward_time: 47.9906387329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6684761047
validation[          , genome 18362] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       395.22440, best error:       395.22238 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 664.9468994141s, input_fired_time: 15.7683057785, output_fired_time: 14.9369773865, propagate_forward_time: 252.1399078369, propagate_backward_time: 368.0534362793, weight_update_time: 0.5166233778, other_time: 14.0483093262
epoch time: 54.5697631836s, input_fired_time: 1.9630569220, output_fired_time: 0.0000000000, propagate_forward_time: 49.9068260193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6998786926
validation[          , genome 18362] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       400.64548, best error:       395.22238 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 677.8655395508s, input_fired_time: 15.0733470917, output_fired_time: 17.0706386566, propagate_forward_time: 256.8990783691, propagate_backward_time: 374.5267944336, weight_update_time: 0.5457689762, other_time: 14.2956848145
epoch time: 54.7008857727s, input_fired_time: 1.8363997936, output_fired_time: 0.0000000000, propagate_forward_time: 49.1644973755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6999893188
validation[          , genome 18362] predictions:    9880/  10000 (98.80%), best:    9881/10000 (98.81%), error:       403.61536, best error:       395.22238 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 658.1275024414s, input_fired_time: 14.7365226746, output_fired_time: 15.5630540848, propagate_forward_time: 247.6897735596, propagate_backward_time: 366.1585083008, weight_update_time: 0.5187361836, other_time: 13.9796752930
epoch time: 54.6410560608s, input_fired_time: 1.8658568859, output_fired_time: 0.0000000000, propagate_forward_time: 50.0932197571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6819801331
validation[          , genome 18362] predictions:    9880/  10000 (98.80%), best:    9881/10000 (98.81%), error:       401.14301, best error:       395.22238 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 657.6074829102s, input_fired_time: 14.7179899216, output_fired_time: 15.4548654556, propagate_forward_time: 253.0238800049, propagate_backward_time: 358.3977966309, weight_update_time: 0.5167657137, other_time: 16.0129089355
epoch time: 53.2253837585s, input_fired_time: 1.7908489704, output_fired_time: 0.0000000000, propagate_forward_time: 48.8805427551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5539932251
validation[          , genome 18362] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       395.15353, best error:       395.15353 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 656.4354858398s, input_fired_time: 15.6122550964, output_fired_time: 15.2848615646, propagate_forward_time: 243.2370758057, propagate_backward_time: 367.4814147949, weight_update_time: 0.5175884366, other_time: 14.8199157715
epoch time: 53.3697891235s, input_fired_time: 1.8036878109, output_fired_time: 0.0000000000, propagate_forward_time: 47.9784851074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5876159668
validation[          , genome 18362] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       420.46255, best error:       395.15353 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 647.7614135742s, input_fired_time: 15.6302566528, output_fired_time: 13.9983034134, propagate_forward_time: 241.0183105469, propagate_backward_time: 361.1996154785, weight_update_time: 0.5171338916, other_time: 15.9149475098
epoch time: 53.4153556824s, input_fired_time: 1.7901227474, output_fired_time: 0.0000000000, propagate_forward_time: 49.0873413086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5378913879
validation[          , genome 18362] predictions:    9882/  10000 (98.82%), best:    9883/10000 (98.83%), error:       400.63239, best error:       395.15353 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 667.8027954102s, input_fired_time: 16.1894321442, output_fired_time: 16.1791362762, propagate_forward_time: 252.4041900635, propagate_backward_time: 368.0137329102, weight_update_time: 0.5352743864, other_time: 15.0162963867
epoch time: 53.7701034546s, input_fired_time: 1.8086973429, output_fired_time: 0.0000000000, propagate_forward_time: 49.3385620117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6228446960
validation[          , genome 18362] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       432.27530, best error:       395.15353 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 644.6163330078s, input_fired_time: 14.3561677933, output_fired_time: 14.6661806107, propagate_forward_time: 236.7122955322, propagate_backward_time: 365.2261352539, weight_update_time: 0.5131443143, other_time: 13.6555786133
epoch time: 53.3197822571s, input_fired_time: 1.7956821918, output_fired_time: 0.0000000000, propagate_forward_time: 48.9368591309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5872421265
validation[          , genome 18362] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       462.67014, best error:       395.15353 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 659.4718627930s, input_fired_time: 15.6765766144, output_fired_time: 14.1402559280, propagate_forward_time: 249.3260803223, propagate_backward_time: 364.5965576172, weight_update_time: 0.5143241882, other_time: 15.7323913574
epoch time: 51.9338607788s, input_fired_time: 1.7783833742, output_fired_time: 0.0000000000, propagate_forward_time: 47.5731468201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5823287964
validation[          , genome 18362] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       402.96286, best error:       395.15353 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 643.2199707031s, input_fired_time: 15.4546718597, output_fired_time: 14.6421918869, propagate_forward_time: 242.7597198486, propagate_backward_time: 356.7649536133, weight_update_time: 0.5137681961, other_time: 13.5984497070
epoch time: 58.5568504333s, input_fired_time: 1.9689797163, output_fired_time: 0.0000000000, propagate_forward_time: 53.8151092529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7727622986
validation[          , genome 18362] predictions:    9869/  10000 (98.69%), best:    9883/10000 (98.83%), error:       409.55020, best error:       395.15353 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 646.6188964844s, input_fired_time: 14.4481115341, output_fired_time: 13.6417675018, propagate_forward_time: 244.7574615479, propagate_backward_time: 360.0859375000, weight_update_time: 0.5121362209, other_time: 13.6856079102
epoch time: 51.7668838501s, input_fired_time: 1.7812157869, output_fired_time: 0.0000000000, propagate_forward_time: 47.4231224060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5625457764
validation[          , genome 18362] predictions:    9868/  10000 (98.68%), best:    9883/10000 (98.83%), error:       441.11752, best error:       395.15353 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 645.2127075195s, input_fired_time: 14.4281902313, output_fired_time: 13.5841627121, propagate_forward_time: 243.5403289795, propagate_backward_time: 359.9814758301, weight_update_time: 0.5125356913, other_time: 13.6785583496
epoch time: 53.4506492615s, input_fired_time: 1.8044960499, output_fired_time: 0.0000000000, propagate_forward_time: 48.9860420227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6601104736
validation[          , genome 18362] predictions:    9884/  10000 (98.84%), best:    9883/10000 (98.83%), error:       411.08646, best error:       395.15353 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 661.0133056641s, input_fired_time: 14.7604789734, output_fired_time: 14.8686456680, propagate_forward_time: 253.3182067871, propagate_backward_time: 363.1930236816, weight_update_time: 0.5250661373, other_time: 14.8729248047
epoch time: 57.8465499878s, input_fired_time: 1.9565520287, output_fired_time: 0.0000000000, propagate_forward_time: 51.9295272827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9604721069
validation[          , genome 18362] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       419.94849, best error:       395.15353 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 658.1298217773s, input_fired_time: 16.6635551453, output_fired_time: 13.8107280731, propagate_forward_time: 246.4189758301, propagate_backward_time: 367.2445373535, weight_update_time: 0.5285929441, other_time: 13.9920043945
epoch time: 53.2058639526s, input_fired_time: 1.7783901691, output_fired_time: 0.0000000000, propagate_forward_time: 48.9005928040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5268821716
validation[          , genome 18362] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       405.30872, best error:       395.15353 on epoch:    90, 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: 278.5049133301s, input_fired_time: 9.4487476349, output_fired_time: 0.0000000000, propagate_forward_time: 255.5344543457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.5216979980
best training[          , genome 18362] predictions:   49996/  50000 (99.99%), best:    9883/10000 (98.83%), error:       175.31270, best error:       395.15353 on epoch:    90, 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: 52.2560043335s, input_fired_time: 1.7827694416, output_fired_time: 0.0000000000, propagate_forward_time: 47.9252815247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5479545593
   testing[          , genome 18362] predictions:    9890/  10000 (98.90%), best:    9883/10000 (98.83%), error:       356.55420, best error:       395.15353 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:32:51 (8752): called boinc_finish(0)

</stderr_txt>
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