Nameexact_genome_1512568488_42_6367_0
Workunit2603044
Created7 Dec 2017, 19:19:47 UTC
Sent7 Dec 2017, 19:27:24 UTC
Report deadline19 Dec 2017, 16:53:01 UTC
Received9 Dec 2017, 6:10:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time6 hours 11 min 3 sec
CPU time6 hours 10 min 28 sec
Validate stateValid
Credit2,973.20
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.38 MB
Peak swap size160.98 MB
Peak disk usage2.72 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 202.4156646729s, input_fired_time: 2.5628759861, output_fired_time: 2.4052412510, propagate_forward_time: 77.5909500122, propagate_backward_time: 115.9564743042, weight_update_time: 0.2231895328, other_time: 3.9001159668
epoch time: 16.4376296997s, input_fired_time: 0.3134182394, output_fired_time: 0.0000000000, propagate_forward_time: 15.4367828369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874294281
validation[          , genome  6367] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       761.96027, best error:       761.96027 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 202.4023895264s, input_fired_time: 2.5673112869, output_fired_time: 2.3964285851, propagate_forward_time: 77.5246887207, propagate_backward_time: 115.9649276733, weight_update_time: 0.2232638150, other_time: 3.9490432739
epoch time: 16.3223209381s, input_fired_time: 0.3131975234, output_fired_time: 0.0000000000, propagate_forward_time: 15.3096151352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995077133
validation[          , genome  6367] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       807.63055, best error:       761.96027 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 202.3912200928s, input_fired_time: 2.5610201359, output_fired_time: 2.4024589062, propagate_forward_time: 77.4024734497, propagate_backward_time: 116.1142425537, weight_update_time: 0.2227240652, other_time: 3.9110183716
epoch time: 16.4326992035s, input_fired_time: 0.3158077896, output_fired_time: 0.0000000000, propagate_forward_time: 15.4099931717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068986893
validation[          , genome  6367] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       743.08649, best error:       743.08649 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 203.4565887451s, input_fired_time: 2.5666368008, output_fired_time: 2.4012897015, propagate_forward_time: 77.9144897461, propagate_backward_time: 116.6562347412, weight_update_time: 0.2230518311, other_time: 3.9179382324
epoch time: 16.5633010864s, input_fired_time: 0.3156609237, output_fired_time: 0.0000000000, propagate_forward_time: 15.5502872467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973533630
validation[          , genome  6367] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       783.18195, best error:       743.08649 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 203.0135498047s, input_fired_time: 2.5725607872, output_fired_time: 2.4050400257, propagate_forward_time: 77.6976242065, propagate_backward_time: 116.3881225586, weight_update_time: 0.2241505086, other_time: 3.9502029419
epoch time: 16.6506843567s, input_fired_time: 0.3149107397, output_fired_time: 0.0000000000, propagate_forward_time: 15.6454553604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6903181076
validation[          , genome  6367] predictions:    9779/  10000 (97.79%), best:    9774/10000 (97.74%), error:       745.01013, best error:       743.08649 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 203.0292205811s, input_fired_time: 2.5682687759, output_fired_time: 2.3989419937, propagate_forward_time: 77.7601547241, propagate_backward_time: 116.3945465088, weight_update_time: 0.2228966653, other_time: 3.9073104858
epoch time: 16.6579151154s, input_fired_time: 0.3181148469, output_fired_time: 0.0000000000, propagate_forward_time: 15.6498823166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6899175644
validation[          , genome  6367] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       714.27747, best error:       714.27747 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 202.7351379395s, input_fired_time: 2.5659673214, output_fired_time: 2.3993809223, propagate_forward_time: 77.5521850586, propagate_backward_time: 116.3050155640, weight_update_time: 0.2237911373, other_time: 3.9125900269
epoch time: 16.5326461792s, input_fired_time: 0.3175235391, output_fired_time: 0.0000000000, propagate_forward_time: 15.5077905655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073316574
validation[          , genome  6367] predictions:    9761/  10000 (97.61%), best:    9788/10000 (97.88%), error:       804.20654, best error:       714.27747 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 203.1912689209s, input_fired_time: 2.5660684109, output_fired_time: 2.4091930389, propagate_forward_time: 77.7140960693, propagate_backward_time: 116.6088562012, weight_update_time: 0.2230948657, other_time: 3.8930511475
epoch time: 16.2513637543s, input_fired_time: 0.3153351545, output_fired_time: 0.0000000000, propagate_forward_time: 15.2388648987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971635818
validation[          , genome  6367] predictions:    9744/  10000 (97.44%), best:    9788/10000 (97.88%), error:       846.19922, best error:       714.27747 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 202.3321685791s, input_fired_time: 2.5708868504, output_fired_time: 2.3864257336, propagate_forward_time: 77.3767471313, propagate_backward_time: 116.0946121216, weight_update_time: 0.2219668925, other_time: 3.9034881592
epoch time: 16.4718437195s, input_fired_time: 0.3176432848, output_fired_time: 0.0000000000, propagate_forward_time: 15.4678640366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863355637
validation[          , genome  6367] predictions:    9736/  10000 (97.36%), best:    9788/10000 (97.88%), error:       867.15198, best error:       714.27747 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 202.8610839844s, input_fired_time: 2.5694050789, output_fired_time: 2.3912737370, propagate_forward_time: 77.5780029297, propagate_backward_time: 116.4312515259, weight_update_time: 0.2213504910, other_time: 3.8911361694
epoch time: 16.6495800018s, input_fired_time: 0.3182955980, output_fired_time: 0.0000000000, propagate_forward_time: 15.6481714249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831121445
validation[          , genome  6367] predictions:    9746/  10000 (97.46%), best:    9788/10000 (97.88%), error:       863.16626, best error:       714.27747 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 201.0584564209s, input_fired_time: 2.5586757660, output_fired_time: 2.3711593151, propagate_forward_time: 76.8370513916, propagate_backward_time: 115.3947067261, weight_update_time: 0.2212567329, other_time: 3.8968734741
epoch time: 16.4986534119s, input_fired_time: 0.3163505495, output_fired_time: 0.0000000000, propagate_forward_time: 15.5011606216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811418533
validation[          , genome  6367] predictions:    9681/  10000 (96.81%), best:    9788/10000 (97.88%), error:      1024.41479, best error:       714.27747 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 201.5218963623s, input_fired_time: 2.5623424053, output_fired_time: 2.3826432228, propagate_forward_time: 76.9984741211, propagate_backward_time: 115.6746139526, weight_update_time: 0.2218153328, other_time: 3.9038162231
epoch time: 16.5320014954s, input_fired_time: 0.3181501925, output_fired_time: 0.0000000000, propagate_forward_time: 15.5166015625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6972503662
validation[          , genome  6367] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       685.77356, best error:       685.77356 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 202.8809509277s, input_fired_time: 2.5670902729, output_fired_time: 2.3977584839, propagate_forward_time: 77.5879211426, propagate_backward_time: 116.4566574097, weight_update_time: 0.2209638804, other_time: 3.8715286255
epoch time: 16.5069866180s, input_fired_time: 0.3156413138, output_fired_time: 0.0000000000, propagate_forward_time: 15.5037755966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875696182
validation[          , genome  6367] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       752.87842, best error:       685.77356 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 202.9062957764s, input_fired_time: 2.5733311176, output_fired_time: 2.4004964828, propagate_forward_time: 77.5240020752, propagate_backward_time: 116.5308303833, weight_update_time: 0.2212771624, other_time: 3.8776321411
epoch time: 16.6818485260s, input_fired_time: 0.3198699653, output_fired_time: 0.0000000000, propagate_forward_time: 15.6725893021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893892288
validation[          , genome  6367] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       794.05859, best error:       685.77356 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 202.5857238770s, input_fired_time: 2.5748219490, output_fired_time: 2.3959779739, propagate_forward_time: 77.5588150024, propagate_backward_time: 116.1692886353, weight_update_time: 0.2213468254, other_time: 3.8868103027
epoch time: 16.6212291718s, input_fired_time: 0.3176510036, output_fired_time: 0.0000000000, propagate_forward_time: 15.6124391556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911382675
validation[          , genome  6367] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       725.99377, best error:       685.77356 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 202.7719421387s, input_fired_time: 2.5692751408, output_fired_time: 2.3990814686, propagate_forward_time: 77.6133651733, propagate_backward_time: 116.3086624146, weight_update_time: 0.2225377411, other_time: 3.8815612793
epoch time: 16.6312828064s, input_fired_time: 0.3196549714, output_fired_time: 0.0000000000, propagate_forward_time: 15.6178464890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937818527
validation[          , genome  6367] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       653.19550, best error:       653.19550 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 201.8544464111s, input_fired_time: 2.5702481270, output_fired_time: 2.3883743286, propagate_forward_time: 77.2293701172, propagate_backward_time: 115.7720336914, weight_update_time: 0.2221096903, other_time: 3.8944091797
epoch time: 16.4314575195s, input_fired_time: 0.3158036768, output_fired_time: 0.0000000000, propagate_forward_time: 15.4222965240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6933574677
validation[          , genome  6367] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       696.47198, best error:       653.19550 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 201.9582214355s, input_fired_time: 2.5669121742, output_fired_time: 2.3842706680, propagate_forward_time: 77.2010955811, propagate_backward_time: 115.9365768433, weight_update_time: 0.2206848264, other_time: 3.8693618774
epoch time: 16.5879230499s, input_fired_time: 0.3210741878, output_fired_time: 0.0000000000, propagate_forward_time: 15.5759649277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908845901
validation[          , genome  6367] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       790.07092, best error:       653.19550 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 203.1678161621s, input_fired_time: 2.5728523731, output_fired_time: 2.3988826275, propagate_forward_time: 77.8246688843, propagate_backward_time: 116.4964447021, weight_update_time: 0.2218640149, other_time: 3.8749771118
epoch time: 16.6183528900s, input_fired_time: 0.3206748366, output_fired_time: 0.0000000000, propagate_forward_time: 15.6171922684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804857254
validation[          , genome  6367] predictions:    9746/  10000 (97.46%), best:    9800/10000 (98.00%), error:       778.32617, best error:       653.19550 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 202.7877502441s, input_fired_time: 2.5753815174, output_fired_time: 2.3944492340, propagate_forward_time: 77.4194488525, propagate_backward_time: 116.4979629517, weight_update_time: 0.2217820436, other_time: 3.9005050659
epoch time: 16.5367469788s, input_fired_time: 0.3163616955, output_fired_time: 0.0000000000, propagate_forward_time: 15.5384864807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818981171
validation[          , genome  6367] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       791.60327, best error:       653.19550 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 203.1985168457s, input_fired_time: 2.5773849487, output_fired_time: 2.4048039913, propagate_forward_time: 77.6778945923, propagate_backward_time: 116.6665420532, weight_update_time: 0.2217149734, other_time: 3.8718872070
epoch time: 16.5160713196s, input_fired_time: 0.3215498030, output_fired_time: 0.0000000000, propagate_forward_time: 15.5028381348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916828156
validation[          , genome  6367] predictions:    9781/  10000 (97.81%), best:    9800/10000 (98.00%), error:       734.79547, best error:       653.19550 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 201.5367584229s, input_fired_time: 2.5697181225, output_fired_time: 2.3833518028, propagate_forward_time: 77.0102462769, propagate_backward_time: 115.7194595337, weight_update_time: 0.2195036113, other_time: 3.8539886475
epoch time: 16.6210842133s, input_fired_time: 0.3209016621, output_fired_time: 0.0000000000, propagate_forward_time: 15.6182527542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6819295883
validation[          , genome  6367] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       703.17059, best error:       653.19550 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 203.0329742432s, input_fired_time: 2.5785195827, output_fired_time: 2.4033477306, propagate_forward_time: 77.5502471924, propagate_backward_time: 116.6115417480, weight_update_time: 0.2213247418, other_time: 3.8893127441
epoch time: 16.4177169800s, input_fired_time: 0.3177012205, output_fired_time: 0.0000000000, propagate_forward_time: 15.4094533920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905622482
validation[          , genome  6367] predictions:    9804/  10000 (98.04%), best:    9800/10000 (98.00%), error:       674.17657, best error:       653.19550 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 201.6618652344s, input_fired_time: 2.5691804886, output_fired_time: 2.3841629028, propagate_forward_time: 76.9702301025, propagate_backward_time: 115.8718566895, weight_update_time: 0.2206659168, other_time: 3.8664398193
epoch time: 16.6396656036s, input_fired_time: 0.3252664208, output_fired_time: 0.0000000000, propagate_forward_time: 15.6015825272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128171921
validation[          , genome  6367] predictions:    9760/  10000 (97.60%), best:    9800/10000 (98.00%), error:       756.61786, best error:       653.19550 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 202.0780487061s, input_fired_time: 2.5752384663, output_fired_time: 2.3874688148, propagate_forward_time: 77.3119506836, propagate_backward_time: 115.9499664307, weight_update_time: 0.2195578665, other_time: 3.8534240723
epoch time: 16.3801231384s, input_fired_time: 0.3177267015, output_fired_time: 0.0000000000, propagate_forward_time: 15.3691616058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932353973
validation[          , genome  6367] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       734.95734, best error:       653.19550 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 202.9793090820s, input_fired_time: 2.5790243149, output_fired_time: 2.4026572704, propagate_forward_time: 77.6348190308, propagate_backward_time: 116.4894104004, weight_update_time: 0.2207396477, other_time: 3.8733901978
epoch time: 16.5328178406s, input_fired_time: 0.3204955459, output_fired_time: 0.0000000000, propagate_forward_time: 15.5296764374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826457977
validation[          , genome  6367] predictions:    9796/  10000 (97.96%), best:    9800/10000 (98.00%), error:       662.68622, best error:       653.19550 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 203.4031372070s, input_fired_time: 2.5837106705, output_fired_time: 2.4107630253, propagate_forward_time: 77.6619415283, propagate_backward_time: 116.8718338013, weight_update_time: 0.2212361842, other_time: 3.8748855591
epoch time: 16.6748771667s, input_fired_time: 0.3241805732, output_fired_time: 0.0000000000, propagate_forward_time: 15.6625757217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881208420
validation[          , genome  6367] predictions:    9766/  10000 (97.66%), best:    9800/10000 (98.00%), error:       715.22589, best error:       653.19550 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 203.0737457275s, input_fired_time: 2.5898566246, output_fired_time: 2.4045102596, propagate_forward_time: 77.5253448486, propagate_backward_time: 116.6372604370, weight_update_time: 0.2220385373, other_time: 3.9167709351
epoch time: 16.6792278290s, input_fired_time: 0.3225287795, output_fired_time: 0.0000000000, propagate_forward_time: 15.6648569107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918420792
validation[          , genome  6367] predictions:    9784/  10000 (97.84%), best:    9800/10000 (98.00%), error:       708.75513, best error:       653.19550 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 202.5310821533s, input_fired_time: 2.5801610947, output_fired_time: 2.3950817585, propagate_forward_time: 77.3784866333, propagate_backward_time: 116.3177947998, weight_update_time: 0.2205492258, other_time: 3.8595657349
epoch time: 16.6052589417s, input_fired_time: 0.3197409511, output_fired_time: 0.0000000000, propagate_forward_time: 15.5931539536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923646927
validation[          , genome  6367] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       693.72778, best error:       653.19550 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 203.2496948242s, input_fired_time: 2.5911512375, output_fired_time: 2.4044826031, propagate_forward_time: 77.7670440674, propagate_backward_time: 116.6062622070, weight_update_time: 0.2222868949, other_time: 3.8807525635
epoch time: 16.5177421570s, input_fired_time: 0.3201894462, output_fired_time: 0.0000000000, propagate_forward_time: 15.5109348297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866188049
validation[          , genome  6367] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       744.77545, best error:       653.19550 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 202.2187347412s, input_fired_time: 2.5740761757, output_fired_time: 2.3864083290, propagate_forward_time: 77.2388992310, propagate_backward_time: 116.1447525024, weight_update_time: 0.2211446613, other_time: 3.8745880127
epoch time: 16.5636749268s, input_fired_time: 0.3228569627, output_fired_time: 0.0000000000, propagate_forward_time: 15.5458774567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6949405670
validation[          , genome  6367] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       715.94122, best error:       653.19550 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 202.5019226074s, input_fired_time: 2.5825231075, output_fired_time: 2.3878626823, propagate_forward_time: 77.4976196289, propagate_backward_time: 116.1388931274, weight_update_time: 0.2208548039, other_time: 3.8950271606
epoch time: 16.4082622528s, input_fired_time: 0.3248711824, output_fired_time: 0.0000000000, propagate_forward_time: 15.3822555542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011356354
validation[          , genome  6367] predictions:    9757/  10000 (97.57%), best:    9800/10000 (98.00%), error:       797.59113, best error:       653.19550 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 202.1897277832s, input_fired_time: 2.5734364986, output_fired_time: 2.3941545486, propagate_forward_time: 77.2404632568, propagate_backward_time: 116.1248550415, weight_update_time: 0.2200473398, other_time: 3.8568191528
epoch time: 16.6480331421s, input_fired_time: 0.3249499798, output_fired_time: 0.0000000000, propagate_forward_time: 15.6243410110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987428665
validation[          , genome  6367] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       730.48730, best error:       653.19550 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 203.5831756592s, input_fired_time: 2.5893998146, output_fired_time: 2.4019114971, propagate_forward_time: 77.9934997559, propagate_backward_time: 116.6948013306, weight_update_time: 0.2221814394, other_time: 3.9035568237
epoch time: 16.5432415009s, input_fired_time: 0.3236745298, output_fired_time: 0.0000000000, propagate_forward_time: 15.5163497925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032165527
validation[          , genome  6367] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       665.18256, best error:       653.19550 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 200.5513916016s, input_fired_time: 2.5714197159, output_fired_time: 2.3733215332, propagate_forward_time: 76.5822601318, propagate_backward_time: 115.1543579102, weight_update_time: 0.2203423083, other_time: 3.8700256348
epoch time: 16.4756507874s, input_fired_time: 0.3204930723, output_fired_time: 0.0000000000, propagate_forward_time: 15.4508752823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042818069
validation[          , genome  6367] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       742.34137, best error:       653.19550 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 202.8457183838s, input_fired_time: 2.5907840729, output_fired_time: 2.3999607563, propagate_forward_time: 77.6567077637, propagate_backward_time: 116.3051300049, weight_update_time: 0.2215869427, other_time: 3.8931274414
epoch time: 16.4665012360s, input_fired_time: 0.3205611408, output_fired_time: 0.0000000000, propagate_forward_time: 15.4568758011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890649796
validation[          , genome  6367] predictions:    9797/  10000 (97.97%), best:    9800/10000 (98.00%), error:       676.02277, best error:       653.19550 on epoch:    30, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 203.1557769775s, input_fired_time: 2.5955045223, output_fired_time: 2.4044952393, propagate_forward_time: 77.4397506714, propagate_backward_time: 116.7813949585, weight_update_time: 0.2231961936, other_time: 3.9346313477
epoch time: 16.6639385223s, input_fired_time: 0.3230468929, output_fired_time: 0.0000000000, propagate_forward_time: 15.6498794556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910114288
validation[          , genome  6367] predictions:    9755/  10000 (97.55%), best:    9800/10000 (98.00%), error:       704.15576, best error:       653.19550 on epoch:    30, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 201.3322906494s, input_fired_time: 2.5808925629, output_fired_time: 2.3829970360, propagate_forward_time: 76.8839721680, propagate_backward_time: 115.5832138062, weight_update_time: 0.2214466333, other_time: 3.9012222290
epoch time: 16.6197757721s, input_fired_time: 0.3194199204, output_fired_time: 0.0000000000, propagate_forward_time: 15.6097450256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906108856
validation[          , genome  6367] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       671.07458, best error:       653.19550 on epoch:    30, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 201.9782104492s, input_fired_time: 2.5836992264, output_fired_time: 2.3849112988, propagate_forward_time: 77.3122177124, propagate_backward_time: 115.7924957275, weight_update_time: 0.2227001190, other_time: 3.9048843384
epoch time: 16.6795578003s, input_fired_time: 0.3204859793, output_fired_time: 0.0000000000, propagate_forward_time: 15.6687850952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902866364
validation[          , genome  6367] predictions:    9761/  10000 (97.61%), best:    9800/10000 (98.00%), error:       785.27563, best error:       653.19550 on epoch:    30, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 203.4271087646s, input_fired_time: 2.5902009010, output_fired_time: 2.4022114277, propagate_forward_time: 77.7914733887, propagate_backward_time: 116.7502517700, weight_update_time: 0.2223616540, other_time: 3.8929824829
epoch time: 16.5368938446s, input_fired_time: 0.3200885355, output_fired_time: 0.0000000000, propagate_forward_time: 15.5184421539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6983623505
validation[          , genome  6367] predictions:    9740/  10000 (97.40%), best:    9800/10000 (98.00%), error:       814.02429, best error:       653.19550 on epoch:    30, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 202.1198120117s, input_fired_time: 2.5913193226, output_fired_time: 2.3894033432, propagate_forward_time: 77.6061248779, propagate_backward_time: 115.6321182251, weight_update_time: 0.2218204737, other_time: 3.9008407593
epoch time: 16.5890235901s, input_fired_time: 0.3250862062, output_fired_time: 0.0000000000, propagate_forward_time: 15.5577039719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062330246
validation[          , genome  6367] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       731.49750, best error:       653.19550 on epoch:    30, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 203.4925384521s, input_fired_time: 2.6027224064, output_fired_time: 2.4015998840, propagate_forward_time: 77.7680435181, propagate_backward_time: 116.8014221191, weight_update_time: 0.2233247012, other_time: 3.9187545776
epoch time: 16.1870079041s, input_fired_time: 0.3238216937, output_fired_time: 0.0000000000, propagate_forward_time: 15.1558103561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073755264
validation[          , genome  6367] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       731.12469, best error:       653.19550 on epoch:    30, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 202.5539550781s, input_fired_time: 2.5962307453, output_fired_time: 2.3923382759, propagate_forward_time: 77.4305801392, propagate_backward_time: 116.2269439697, weight_update_time: 0.2225044519, other_time: 3.9078598022
epoch time: 16.5463714600s, input_fired_time: 0.3240756094, output_fired_time: 0.0000000000, propagate_forward_time: 15.5209846497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013111115
validation[          , genome  6367] predictions:    9758/  10000 (97.58%), best:    9800/10000 (98.00%), error:       780.59833, best error:       653.19550 on epoch:    30, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 203.0023803711s, input_fired_time: 2.5910763741, output_fired_time: 2.3960020542, propagate_forward_time: 77.7302322388, propagate_backward_time: 116.4178161621, weight_update_time: 0.2213468403, other_time: 3.8672561646
epoch time: 16.2856884003s, input_fired_time: 0.3191331327, output_fired_time: 0.0000000000, propagate_forward_time: 15.2778348923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6887207031
validation[          , genome  6367] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       690.04370, best error:       653.19550 on epoch:    30, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 202.0143432617s, input_fired_time: 2.5837385654, output_fired_time: 2.3879084587, propagate_forward_time: 77.0821609497, propagate_backward_time: 116.0747756958, weight_update_time: 0.2211614698, other_time: 3.8857574463
epoch time: 16.2854175568s, input_fired_time: 0.3206128776, output_fired_time: 0.0000000000, propagate_forward_time: 15.2682390213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965656281
validation[          , genome  6367] predictions:    9730/  10000 (97.30%), best:    9800/10000 (98.00%), error:       855.40546, best error:       653.19550 on epoch:    30, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 202.7429809570s, input_fired_time: 2.5927476883, output_fired_time: 2.3994045258, propagate_forward_time: 77.3711318970, propagate_backward_time: 116.4861221313, weight_update_time: 0.2216765732, other_time: 3.8935852051
epoch time: 16.4659652710s, input_fired_time: 0.3225251436, output_fired_time: 0.0000000000, propagate_forward_time: 15.4515295029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919107437
validation[          , genome  6367] predictions:    9796/  10000 (97.96%), best:    9800/10000 (98.00%), error:       663.24860, best error:       653.19550 on epoch:    30, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 203.5908966064s, input_fired_time: 2.5914924145, output_fired_time: 2.4034569263, propagate_forward_time: 77.8831558228, propagate_backward_time: 116.8508911133, weight_update_time: 0.2215726525, other_time: 3.8619003296
epoch time: 16.0691375732s, input_fired_time: 0.3178101480, output_fired_time: 0.0000000000, propagate_forward_time: 15.0560474396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6952800751
validation[          , genome  6367] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       788.60095, best error:       653.19550 on epoch:    30, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 201.3843231201s, input_fired_time: 2.5790386200, output_fired_time: 2.3768086433, propagate_forward_time: 77.0835494995, propagate_backward_time: 115.4806518555, weight_update_time: 0.2201646715, other_time: 3.8642654419
epoch time: 16.5239868164s, input_fired_time: 0.3239045143, output_fired_time: 0.0000000000, propagate_forward_time: 15.5021018982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979808807
validation[          , genome  6367] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       786.88934, best error:       653.19550 on epoch:    30, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 201.2093353271s, input_fired_time: 2.5900847912, output_fired_time: 2.3819160461, propagate_forward_time: 77.0083389282, propagate_backward_time: 115.3173751831, weight_update_time: 0.2219955474, other_time: 3.9116210938
epoch time: 16.5921840668s, input_fired_time: 0.3215713501, output_fired_time: 0.0000000000, propagate_forward_time: 15.5855684280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850442886
validation[          , genome  6367] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       705.18378, best error:       653.19550 on epoch:    30, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 203.0583496094s, input_fired_time: 2.5925416946, output_fired_time: 2.3957295418, propagate_forward_time: 77.6828918457, propagate_backward_time: 116.4851684570, weight_update_time: 0.2225290537, other_time: 3.9020080566
epoch time: 16.6127395630s, input_fired_time: 0.3248025179, output_fired_time: 0.0000000000, propagate_forward_time: 15.5821037292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7058334351
validation[          , genome  6367] predictions:    9799/  10000 (97.99%), best:    9800/10000 (98.00%), error:       666.30585, best error:       653.19550 on epoch:    30, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 202.8177795410s, input_fired_time: 2.5959351063, output_fired_time: 2.3948464394, propagate_forward_time: 77.5471267700, propagate_backward_time: 116.3835296631, weight_update_time: 0.2210857123, other_time: 3.8963394165
epoch time: 16.4296436310s, input_fired_time: 0.3192648292, output_fired_time: 0.0000000000, propagate_forward_time: 15.4304084778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6799697876
validation[          , genome  6367] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       733.05054, best error:       653.19550 on epoch:    30, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 203.5612792969s, input_fired_time: 2.6072812080, output_fired_time: 2.4050133228, propagate_forward_time: 77.8393783569, propagate_backward_time: 116.7773971558, weight_update_time: 0.2237553000, other_time: 3.9322052002
epoch time: 16.5983390808s, input_fired_time: 0.3227632940, output_fired_time: 0.0000000000, propagate_forward_time: 15.5793066025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962690353
validation[          , genome  6367] predictions:    9799/  10000 (97.99%), best:    9800/10000 (98.00%), error:       666.04321, best error:       653.19550 on epoch:    30, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 202.5864105225s, input_fired_time: 2.6024444103, output_fired_time: 2.3886160851, propagate_forward_time: 77.4521942139, propagate_backward_time: 116.2414093018, weight_update_time: 0.2215168029, other_time: 3.9017486572
epoch time: 16.5851325989s, input_fired_time: 0.3246725202, output_fired_time: 0.0000000000, propagate_forward_time: 15.5657501221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6947097778
validation[          , genome  6367] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       715.39880, best error:       653.19550 on epoch:    30, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 203.0795135498s, input_fired_time: 2.6018884182, output_fired_time: 2.4016087055, propagate_forward_time: 77.6322174072, propagate_backward_time: 116.5408325195, weight_update_time: 0.2226806432, other_time: 3.9029693604
epoch time: 16.5691528320s, input_fired_time: 0.3236853480, output_fired_time: 0.0000000000, propagate_forward_time: 15.5549535751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905145645
validation[          , genome  6367] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       653.00952, best error:       653.00952 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 202.5862884521s, input_fired_time: 2.5974106789, output_fired_time: 2.3877413273, propagate_forward_time: 77.3088531494, propagate_backward_time: 116.3514785767, weight_update_time: 0.2228623331, other_time: 3.9408035278
epoch time: 16.5331039429s, input_fired_time: 0.3230485320, output_fired_time: 0.0000000000, propagate_forward_time: 15.5253658295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846904755
validation[          , genome  6367] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       641.20105, best error:       641.20105 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 203.1411437988s, input_fired_time: 2.5981700420, output_fired_time: 2.3963468075, propagate_forward_time: 77.7055740356, propagate_backward_time: 116.5392074585, weight_update_time: 0.2222556323, other_time: 3.9018402100
epoch time: 16.5689659119s, input_fired_time: 0.3261803389, output_fired_time: 0.0000000000, propagate_forward_time: 15.5417308807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010555267
validation[          , genome  6367] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       722.04413, best error:       641.20105 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 202.9859161377s, input_fired_time: 2.6004254818, output_fired_time: 2.4038889408, propagate_forward_time: 77.6837921143, propagate_backward_time: 116.3840255737, weight_update_time: 0.2227456272, other_time: 3.9137954712
epoch time: 16.4712677002s, input_fired_time: 0.3213184178, output_fired_time: 0.0000000000, propagate_forward_time: 15.4684600830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814899445
validation[          , genome  6367] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       677.78247, best error:       641.20105 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 202.1028594971s, input_fired_time: 2.5961065292, output_fired_time: 2.3899469376, propagate_forward_time: 77.1593093872, propagate_backward_time: 116.0522537231, weight_update_time: 0.2221342772, other_time: 3.9052429199
epoch time: 16.5141944885s, input_fired_time: 0.3223905265, output_fired_time: 0.0000000000, propagate_forward_time: 15.4954910278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963138580
validation[          , genome  6367] predictions:    9763/  10000 (97.63%), best:    9810/10000 (98.10%), error:       788.68872, best error:       641.20105 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 202.9219665527s, input_fired_time: 2.6084291935, output_fired_time: 2.4009995461, propagate_forward_time: 77.4917373657, propagate_backward_time: 116.4668350220, weight_update_time: 0.2239155322, other_time: 3.9539642334
epoch time: 16.5873584747s, input_fired_time: 0.3256120682, output_fired_time: 0.0000000000, propagate_forward_time: 15.5677080154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6940374374
validation[          , genome  6367] predictions:    9793/  10000 (97.93%), best:    9810/10000 (98.10%), error:       671.94250, best error:       641.20105 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 202.4405364990s, input_fired_time: 2.6026434898, output_fired_time: 2.3937294483, propagate_forward_time: 77.3960800171, propagate_backward_time: 116.1098403931, weight_update_time: 0.2233723253, other_time: 3.9382476807
epoch time: 16.6006793976s, input_fired_time: 0.3246668875, output_fired_time: 0.0000000000, propagate_forward_time: 15.5779542923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980581284
validation[          , genome  6367] predictions:    9799/  10000 (97.99%), best:    9810/10000 (98.10%), error:       642.69244, best error:       641.20105 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.5218505859s, input_fired_time: 2.6026687622, output_fired_time: 2.3993716240, propagate_forward_time: 77.4663848877, propagate_backward_time: 116.1311721802, weight_update_time: 0.2226565033, other_time: 3.9222640991
epoch time: 16.6267127991s, input_fired_time: 0.3258537054, output_fired_time: 0.0000000000, propagate_forward_time: 15.6015720367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992874146
validation[          , genome  6367] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       675.32556, best error:       641.20105 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 202.3615264893s, input_fired_time: 2.6006104946, output_fired_time: 2.3912672997, propagate_forward_time: 77.5035476685, propagate_backward_time: 115.9567413330, weight_update_time: 0.2222480029, other_time: 3.9093551636
epoch time: 16.5483608246s, input_fired_time: 0.3211587071, output_fired_time: 0.0000000000, propagate_forward_time: 15.5286312103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985702515
validation[          , genome  6367] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       819.24127, best error:       641.20105 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 202.5990753174s, input_fired_time: 2.6029579639, output_fired_time: 2.3982925415, propagate_forward_time: 77.4105606079, propagate_backward_time: 116.2682189941, weight_update_time: 0.2225576937, other_time: 3.9190597534
epoch time: 16.4876747131s, input_fired_time: 0.3236808181, output_fired_time: 0.0000000000, propagate_forward_time: 15.4708414078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931524277
validation[          , genome  6367] predictions:    9708/  10000 (97.08%), best:    9810/10000 (98.10%), error:       994.00098, best error:       641.20105 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 202.4779815674s, input_fired_time: 2.5969448090, output_fired_time: 2.3884668350, propagate_forward_time: 77.4979934692, propagate_backward_time: 116.1145248413, weight_update_time: 0.2222351432, other_time: 3.8800506592
epoch time: 16.0953845978s, input_fired_time: 0.3199723363, output_fired_time: 0.0000000000, propagate_forward_time: 15.0606565475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147560120
validation[          , genome  6367] predictions:    9769/  10000 (97.69%), best:    9810/10000 (98.10%), error:       764.93121, best error:       641.20105 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 201.5407409668s, input_fired_time: 2.5888881683, output_fired_time: 2.3828239441, propagate_forward_time: 76.9312362671, propagate_backward_time: 115.7205886841, weight_update_time: 0.2228224128, other_time: 3.9172058105
epoch time: 16.6631145477s, input_fired_time: 0.3274005055, output_fired_time: 0.0000000000, propagate_forward_time: 15.6490993500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866149902
validation[          , genome  6367] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       667.89441, best error:       641.20105 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 202.1266479492s, input_fired_time: 2.6031897068, output_fired_time: 2.3814847469, propagate_forward_time: 77.2596893311, propagate_backward_time: 115.9518890381, weight_update_time: 0.2231516540, other_time: 3.9303894043
epoch time: 16.6597747803s, input_fired_time: 0.3267261088, output_fired_time: 0.0000000000, propagate_forward_time: 15.6403226852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927251816
validation[          , genome  6367] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       731.45233, best error:       641.20105 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 202.8312835693s, input_fired_time: 2.6046996117, output_fired_time: 2.3938856125, propagate_forward_time: 77.5464782715, propagate_backward_time: 116.3434829712, weight_update_time: 0.2234788388, other_time: 3.9427261353
epoch time: 16.5793704987s, input_fired_time: 0.3269857466, output_fired_time: 0.0000000000, propagate_forward_time: 15.5570783615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953058243
validation[          , genome  6367] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       672.07764, best error:       641.20105 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 203.2692260742s, input_fired_time: 2.6120984554, output_fired_time: 2.4044048786, propagate_forward_time: 77.6570205688, propagate_backward_time: 116.6481323242, weight_update_time: 0.2240676135, other_time: 3.9475784302
epoch time: 16.1730022430s, input_fired_time: 0.3238087595, output_fired_time: 0.0000000000, propagate_forward_time: 15.1494636536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997299194
validation[          , genome  6367] predictions:    9762/  10000 (97.62%), best:    9810/10000 (98.10%), error:       801.02698, best error:       641.20105 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 202.3363952637s, input_fired_time: 2.6025786400, output_fired_time: 2.3955876827, propagate_forward_time: 77.1214141846, propagate_backward_time: 116.2657546997, weight_update_time: 0.2233493030, other_time: 3.9510574341
epoch time: 16.6036796570s, input_fired_time: 0.3307101130, output_fired_time: 0.0000000000, propagate_forward_time: 15.5552330017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177371979
validation[          , genome  6367] predictions:    9775/  10000 (97.75%), best:    9810/10000 (98.10%), error:       733.86511, best error:       641.20105 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 203.0800018311s, input_fired_time: 2.6067402363, output_fired_time: 2.4033453465, propagate_forward_time: 77.5271224976, propagate_backward_time: 116.5984497070, weight_update_time: 0.2235413045, other_time: 3.9443435669
epoch time: 16.6602516174s, input_fired_time: 0.3285360932, output_fired_time: 0.0000000000, propagate_forward_time: 15.6345510483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971635818
validation[          , genome  6367] predictions:    9775/  10000 (97.75%), best:    9810/10000 (98.10%), error:       729.93982, best error:       641.20105 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 202.7891235352s, input_fired_time: 2.6054744720, output_fired_time: 2.4035358429, propagate_forward_time: 77.4023895264, propagate_backward_time: 116.4603652954, weight_update_time: 0.2228715420, other_time: 3.9173660278
epoch time: 16.5169773102s, input_fired_time: 0.3299067318, output_fired_time: 0.0000000000, propagate_forward_time: 15.4779977798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090730667
validation[          , genome  6367] predictions:    9332/  10000 (93.32%), best:    9810/10000 (98.10%), error:      2324.59595, best error:       641.20105 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

resetting weights to those on epoch: 69
epoch time: 203.1830902100s, input_fired_time: 2.6047618389, output_fired_time: 2.4042952061, propagate_forward_time: 77.7164840698, propagate_backward_time: 116.5068817139, weight_update_time: 0.2244069874, other_time: 3.9506607056
epoch time: 16.6319541931s, input_fired_time: 0.3238594532, output_fired_time: 0.0000000000, propagate_forward_time: 15.6158933640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922006607
validation[          , genome  6367] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       619.16718, best error:       619.16718 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 202.8235473633s, input_fired_time: 2.6042914391, output_fired_time: 2.3979403973, propagate_forward_time: 77.5165863037, propagate_backward_time: 116.3761520386, weight_update_time: 0.2235197723, other_time: 3.9285812378
epoch time: 16.6189403534s, input_fired_time: 0.3282160759, output_fired_time: 0.0000000000, propagate_forward_time: 15.5710144043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7197093964
validation[          , genome  6367] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       596.31964, best error:       596.31964 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 203.4030914307s, input_fired_time: 2.6132414341, output_fired_time: 2.4042391777, propagate_forward_time: 77.6736068726, propagate_backward_time: 116.7817306519, weight_update_time: 0.2241255045, other_time: 3.9302825928
epoch time: 16.5182323456s, input_fired_time: 0.3248993456, output_fired_time: 0.0000000000, propagate_forward_time: 15.5024614334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908712387
validation[          , genome  6367] predictions:    9813/  10000 (98.13%), best:    9815/10000 (98.15%), error:       623.27057, best error:       596.31964 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 203.2586975098s, input_fired_time: 2.6206238270, output_fired_time: 2.3999209404, propagate_forward_time: 77.7901077271, propagate_backward_time: 116.4840698242, weight_update_time: 0.2247649133, other_time: 3.9639816284
epoch time: 16.4174938202s, input_fired_time: 0.3221232593, output_fired_time: 0.0000000000, propagate_forward_time: 15.3940944672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012767792
validation[          , genome  6367] predictions:    9808/  10000 (98.08%), best:    9815/10000 (98.15%), error:       640.89905, best error:       596.31964 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 202.3677520752s, input_fired_time: 2.6245934963, output_fired_time: 2.4028961658, propagate_forward_time: 77.2230072021, propagate_backward_time: 116.0985870361, weight_update_time: 0.2255595475, other_time: 4.0186767578
epoch time: 16.5624332428s, input_fired_time: 0.3278079629, output_fired_time: 0.0000000000, propagate_forward_time: 15.5259237289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7087011337
validation[          , genome  6367] predictions:    9805/  10000 (98.05%), best:    9815/10000 (98.15%), error:       622.14532, best error:       596.31964 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 202.7550048828s, input_fired_time: 2.6120798588, output_fired_time: 2.3999638557, propagate_forward_time: 77.4627227783, propagate_backward_time: 116.3331375122, weight_update_time: 0.2249789685, other_time: 3.9471054077
epoch time: 16.2324962616s, input_fired_time: 0.3226209581, output_fired_time: 0.0000000000, propagate_forward_time: 15.2209844589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888904572
validation[          , genome  6367] predictions:    9810/  10000 (98.10%), best:    9815/10000 (98.15%), error:       626.98596, best error:       596.31964 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 203.3473663330s, input_fired_time: 2.6238036156, output_fired_time: 2.4074146748, propagate_forward_time: 77.7037048340, propagate_backward_time: 116.6104965210, weight_update_time: 0.2266716063, other_time: 4.0019454956
epoch time: 16.0262546539s, input_fired_time: 0.3245839775, output_fired_time: 0.0000000000, propagate_forward_time: 14.9921169281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7095537186
validation[          , genome  6367] predictions:    9791/  10000 (97.91%), best:    9815/10000 (98.15%), error:       663.70734, best error:       596.31964 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 203.3541717529s, input_fired_time: 2.6181745529, output_fired_time: 2.4041593075, propagate_forward_time: 77.7322006226, propagate_backward_time: 116.6429824829, weight_update_time: 0.2239150405, other_time: 3.9566497803
epoch time: 16.5077304840s, input_fired_time: 0.3269171119, output_fired_time: 0.0000000000, propagate_forward_time: 15.4763574600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7044553757
validation[          , genome  6367] predictions:    9801/  10000 (98.01%), best:    9815/10000 (98.15%), error:       644.42133, best error:       596.31964 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 202.7921905518s, input_fired_time: 2.6206498146, output_fired_time: 2.4047780037, propagate_forward_time: 77.5525741577, propagate_backward_time: 116.2240829468, weight_update_time: 0.2265186012, other_time: 3.9900970459
epoch time: 16.5866203308s, input_fired_time: 0.3273119330, output_fired_time: 0.0000000000, propagate_forward_time: 15.5579509735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013568878
validation[          , genome  6367] predictions:    9794/  10000 (97.94%), best:    9815/10000 (98.15%), error:       640.17303, best error:       596.31964 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 202.2397003174s, input_fired_time: 2.6111421585, output_fired_time: 2.3978707790, propagate_forward_time: 77.1777877808, propagate_backward_time: 116.0712203979, weight_update_time: 0.2255652249, other_time: 3.9816741943
epoch time: 16.3968658447s, input_fired_time: 0.3265894651, output_fired_time: 0.0000000000, propagate_forward_time: 15.3609981537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092781067
validation[          , genome  6367] predictions:    9804/  10000 (98.04%), best:    9815/10000 (98.15%), error:       676.40485, best error:       596.31964 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 203.8769989014s, input_fired_time: 2.6250948906, output_fired_time: 2.4203803539, propagate_forward_time: 78.0189208984, propagate_backward_time: 116.8329772949, weight_update_time: 0.2266240120, other_time: 3.9796295166
epoch time: 16.6625232697s, input_fired_time: 0.3344235420, output_fired_time: 0.0000000000, propagate_forward_time: 15.6048650742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7232351303
validation[          , genome  6367] predictions:    9798/  10000 (97.98%), best:    9815/10000 (98.15%), error:       659.49011, best error:       596.31964 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 202.4663391113s, input_fired_time: 2.6166703701, output_fired_time: 2.3940474987, propagate_forward_time: 77.2565078735, propagate_backward_time: 116.1890335083, weight_update_time: 0.2256471217, other_time: 4.0100860596
epoch time: 16.7091617584s, input_fired_time: 0.3324729800, output_fired_time: 0.0000000000, propagate_forward_time: 15.6580257416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7186622620
validation[          , genome  6367] predictions:    9810/  10000 (98.10%), best:    9815/10000 (98.15%), error:       653.13959, best error:       596.31964 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 202.7954711914s, input_fired_time: 2.6246409416, output_fired_time: 2.4017171860, propagate_forward_time: 77.3585357666, propagate_backward_time: 116.3995590210, weight_update_time: 0.2262149304, other_time: 4.0110244751
epoch time: 16.5641784668s, input_fired_time: 0.3272433281, output_fired_time: 0.0000000000, propagate_forward_time: 15.5339412689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7029933929
validation[          , genome  6367] predictions:    9789/  10000 (97.89%), best:    9815/10000 (98.15%), error:       696.84277, best error:       596.31964 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 203.0536041260s, input_fired_time: 2.6163141727, output_fired_time: 2.4088926315, propagate_forward_time: 77.4991531372, propagate_backward_time: 116.5426177979, weight_update_time: 0.2253358364, other_time: 3.9866256714
epoch time: 16.3324451447s, input_fired_time: 0.3234104812, output_fired_time: 0.0000000000, propagate_forward_time: 15.3101730347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988620758
validation[          , genome  6367] predictions:    9779/  10000 (97.79%), best:    9815/10000 (98.15%), error:       729.30817, best error:       596.31964 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 202.2350921631s, input_fired_time: 2.6170010567, output_fired_time: 2.3927109241, propagate_forward_time: 77.2932968140, propagate_backward_time: 115.9169692993, weight_update_time: 0.2279044837, other_time: 4.0151062012
epoch time: 16.2868099213s, input_fired_time: 0.3289087713, output_fired_time: 0.0000000000, propagate_forward_time: 15.2370338440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208671570
validation[          , genome  6367] predictions:    9799/  10000 (97.99%), best:    9815/10000 (98.15%), error:       683.95801, best error:       596.31964 on epoch:    87, 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: 82.6973190308s, input_fired_time: 1.6374880075, output_fired_time: 0.0000000000, propagate_forward_time: 77.4263229370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6335067749
best training[          , genome  6367] predictions:   49926/  50000 (99.85%), best:    9815/10000 (98.15%), error:       649.95392, best error:       596.31964 on epoch:    87, 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: 16.5368423462s, input_fired_time: 0.3242260516, output_fired_time: 0.0000000000, propagate_forward_time: 15.5025358200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100801468
   testing[          , genome  6367] predictions:    9832/  10000 (98.32%), best:    9815/10000 (98.15%), error:       547.40814, best error:       596.31964 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:09:34 (6484): called boinc_finish(0)

</stderr_txt>
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