Nameexact_genome_1512568488_45_7177_0
Workunit2607104
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline19 Dec 2017, 3:55:21 UTC
Received8 Dec 2017, 18:20:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 4 min 25 sec
CPU time5 hours 58 min 32 sec
Validate stateValid
Credit2,787.08
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.26 MB
Peak swap size160.58 MB
Peak disk usage2.33 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
49.42151 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 207.0922241211s, input_fired_time: 4.2309427261, output_fired_time: 1.9628015757, propagate_forward_time: 77.1250381470, propagate_backward_time: 119.9102783203, weight_update_time: 0.1787547171, other_time: 3.8631668091
epoch time: 16.8635540009s, input_fired_time: 0.2823050320, output_fired_time: 0.0000000000, propagate_forward_time: 15.8875694275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936798096
validation[          , genome  7177] predictions:    9693/  10000 (96.93%), best:    9718/10000 (97.18%), error:      1000.57257, best error:       949.42151 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 218.8487701416s, input_fired_time: 2.2896313667, output_fired_time: 2.0529327393, propagate_forward_time: 83.6948776245, propagate_backward_time: 126.7901763916, weight_update_time: 0.1806090176, other_time: 4.0211639404
epoch time: 16.3987636566s, input_fired_time: 0.2792096138, output_fired_time: 0.0000000000, propagate_forward_time: 15.4363803864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831741333
validation[          , genome  7177] predictions:    9705/  10000 (97.05%), best:    9718/10000 (97.18%), error:      1001.56146, best error:       949.42151 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 222.1986999512s, input_fired_time: 2.4001464844, output_fired_time: 2.0670480728, propagate_forward_time: 84.4100646973, propagate_backward_time: 129.1243896484, weight_update_time: 0.1961591244, other_time: 4.1970520020
epoch time: 17.1759262085s, input_fired_time: 0.2821902931, output_fired_time: 0.0000000000, propagate_forward_time: 16.2038860321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898498535
validation[          , genome  7177] predictions:    9708/  10000 (97.08%), best:    9718/10000 (97.18%), error:       967.51300, best error:       949.42151 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 207.1422424316s, input_fired_time: 2.2109737396, output_fired_time: 1.9581341743, propagate_forward_time: 76.3478393555, propagate_backward_time: 122.7635421753, weight_update_time: 0.1801935583, other_time: 3.8617630005
epoch time: 16.7584609985s, input_fired_time: 0.2792663276, output_fired_time: 0.0000000000, propagate_forward_time: 15.7913436890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6878509521
validation[          , genome  7177] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       936.84711, best error:       936.84711 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 209.3557586670s, input_fired_time: 2.2293827534, output_fired_time: 1.9826880693, propagate_forward_time: 79.4744949341, propagate_backward_time: 121.7737197876, weight_update_time: 0.1815975159, other_time: 3.8954772949
epoch time: 15.4271678925s, input_fired_time: 0.2775446177, output_fired_time: 0.0000000000, propagate_forward_time: 14.4600858688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895370483
validation[          , genome  7177] predictions:    9646/  10000 (96.46%), best:    9724/10000 (97.24%), error:      1119.51477, best error:       936.84711 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 216.8017883301s, input_fired_time: 2.2777106762, output_fired_time: 2.0377299786, propagate_forward_time: 83.5165710449, propagate_backward_time: 124.8849792480, weight_update_time: 0.1888859719, other_time: 4.0847930908
epoch time: 16.9508609772s, input_fired_time: 0.3112085462, output_fired_time: 0.0000000000, propagate_forward_time: 15.9225873947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170648575
validation[          , genome  7177] predictions:    9662/  10000 (96.62%), best:    9724/10000 (97.24%), error:      1078.32361, best error:       936.84711 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 206.0348968506s, input_fired_time: 2.2048890591, output_fired_time: 1.9578865767, propagate_forward_time: 77.3254089355, propagate_backward_time: 120.6728210449, weight_update_time: 0.1797493547, other_time: 3.8738861084
epoch time: 16.8045082092s, input_fired_time: 0.2827008367, output_fired_time: 0.0000000000, propagate_forward_time: 15.8197441101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020626068
validation[          , genome  7177] predictions:    9721/  10000 (97.21%), best:    9724/10000 (97.24%), error:       949.22217, best error:       936.84711 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 207.7975769043s, input_fired_time: 2.2159667015, output_fired_time: 1.9683490992, propagate_forward_time: 77.4020156860, propagate_backward_time: 122.3449859619, weight_update_time: 0.1806372851, other_time: 3.8662490845
epoch time: 16.2394294739s, input_fired_time: 0.3157857358, output_fired_time: 0.0000000000, propagate_forward_time: 15.2329349518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6907091141
validation[          , genome  7177] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       915.47565, best error:       915.47565 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 210.0500030518s, input_fired_time: 2.3054261208, output_fired_time: 2.0074086189, propagate_forward_time: 78.7550506592, propagate_backward_time: 123.0820312500, weight_update_time: 0.1801446676, other_time: 3.9000854492
epoch time: 16.4413013458s, input_fired_time: 0.2819698453, output_fired_time: 0.0000000000, propagate_forward_time: 15.4693794250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6899528503
validation[          , genome  7177] predictions:    9686/  10000 (96.86%), best:    9731/10000 (97.31%), error:      1029.72290, best error:       915.47565 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 219.2556762695s, input_fired_time: 2.3287224770, output_fired_time: 2.0609042645, propagate_forward_time: 82.8591918945, propagate_backward_time: 128.0367584229, weight_update_time: 0.1879556477, other_time: 3.9701080322
epoch time: 16.9675712585s, input_fired_time: 0.2840864062, output_fired_time: 0.0000000000, propagate_forward_time: 15.9953756332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881093979
validation[          , genome  7177] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       837.93829, best error:       837.93829 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 216.5613098145s, input_fired_time: 2.3169143200, output_fired_time: 2.1463105679, propagate_forward_time: 81.8549499512, propagate_backward_time: 125.1094055176, weight_update_time: 0.1897831410, other_time: 5.1337280273
epoch time: 15.5210313797s, input_fired_time: 0.2783691585, output_fired_time: 0.0000000000, propagate_forward_time: 14.5606203079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6820421219
validation[          , genome  7177] predictions:    9634/  10000 (96.34%), best:    9751/10000 (97.51%), error:      1237.93079, best error:       837.93829 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 210.3849792480s, input_fired_time: 2.2673466206, output_fired_time: 1.9805642366, propagate_forward_time: 79.0709762573, propagate_backward_time: 123.1286010742, weight_update_time: 0.1818312407, other_time: 3.9374923706
epoch time: 16.4995288849s, input_fired_time: 1.2903335094, output_fired_time: 0.0000000000, propagate_forward_time: 14.5089082718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7002868652
validation[          , genome  7177] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       904.90039, best error:       837.93829 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 209.2705841064s, input_fired_time: 2.2220201492, output_fired_time: 1.9927777052, propagate_forward_time: 81.9451293945, propagate_backward_time: 119.2151489258, weight_update_time: 0.1794961095, other_time: 3.8955078125
epoch time: 17.3419075012s, input_fired_time: 0.2867604792, output_fired_time: 0.0000000000, propagate_forward_time: 16.3623256683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928215027
validation[          , genome  7177] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       938.33514, best error:       837.93829 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 210.8458404541s, input_fired_time: 2.2811236382, output_fired_time: 1.9868860245, propagate_forward_time: 77.1628341675, propagate_backward_time: 125.4457855225, weight_update_time: 0.1815928221, other_time: 3.9691925049
epoch time: 16.1608676910s, input_fired_time: 0.2985747755, output_fired_time: 0.0000000000, propagate_forward_time: 15.1355218887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267713547
validation[          , genome  7177] predictions:    9708/  10000 (97.08%), best:    9751/10000 (97.51%), error:       949.33148, best error:       837.93829 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 207.7159423828s, input_fired_time: 2.2345912457, output_fired_time: 1.9649534225, propagate_forward_time: 78.9395675659, propagate_backward_time: 120.6048202515, weight_update_time: 0.1792840511, other_time: 3.9720153809
epoch time: 16.7157115936s, input_fired_time: 0.2899356186, output_fired_time: 0.0000000000, propagate_forward_time: 15.6946344376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311410904
validation[          , genome  7177] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       833.44794, best error:       833.44794 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 214.3450317383s, input_fired_time: 2.3317711353, output_fired_time: 3.0603175163, propagate_forward_time: 79.0728225708, propagate_backward_time: 125.7137756348, weight_update_time: 0.2049481869, other_time: 4.1663513184
epoch time: 16.9083576202s, input_fired_time: 0.2874001563, output_fired_time: 0.0000000000, propagate_forward_time: 15.9014625549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7194957733
validation[          , genome  7177] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       865.84973, best error:       833.44794 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 209.5804138184s, input_fired_time: 2.2572081089, output_fired_time: 1.9753080606, propagate_forward_time: 78.6187057495, propagate_backward_time: 122.6540145874, weight_update_time: 0.1828759164, other_time: 4.0751800537
epoch time: 16.6944389343s, input_fired_time: 0.2822913527, output_fired_time: 0.0000000000, propagate_forward_time: 15.7029066086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092409134
validation[          , genome  7177] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       796.44421, best error:       796.44421 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 206.1221313477s, input_fired_time: 2.2263739109, output_fired_time: 1.9630420208, propagate_forward_time: 75.6614227295, propagate_backward_time: 122.2225646973, weight_update_time: 0.1795992106, other_time: 4.0487213135
epoch time: 16.9007358551s, input_fired_time: 0.2888678014, output_fired_time: 0.0000000000, propagate_forward_time: 15.8833751678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7284927368
validation[          , genome  7177] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       898.74011, best error:       796.44421 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 206.6634979248s, input_fired_time: 2.2442944050, output_fired_time: 2.0020470619, propagate_forward_time: 77.0491256714, propagate_backward_time: 121.3317794800, weight_update_time: 0.1807834506, other_time: 4.0362548828
epoch time: 16.7573699951s, input_fired_time: 0.2928501964, output_fired_time: 0.0000000000, propagate_forward_time: 15.6726598740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7918596268
validation[          , genome  7177] predictions:    9704/  10000 (97.04%), best:    9766/10000 (97.66%), error:       989.10516, best error:       796.44421 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 209.4688415527s, input_fired_time: 3.2875475883, output_fired_time: 3.0124454498, propagate_forward_time: 77.0040206909, propagate_backward_time: 122.0825042725, weight_update_time: 0.1890838742, other_time: 4.0823135376
epoch time: 16.9914379120s, input_fired_time: 0.2979086339, output_fired_time: 0.0000000000, propagate_forward_time: 14.9495058060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7440233231
validation[          , genome  7177] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       750.16028, best error:       750.16028 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 207.5370483398s, input_fired_time: 2.2436487675, output_fired_time: 1.9699984789, propagate_forward_time: 76.1286010742, propagate_backward_time: 123.1150588989, weight_update_time: 0.1978675276, other_time: 4.0797348022
epoch time: 16.6281261444s, input_fired_time: 0.2844153047, output_fired_time: 0.0000000000, propagate_forward_time: 15.5977268219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459831238
validation[          , genome  7177] predictions:    9753/  10000 (97.53%), best:    9785/10000 (97.85%), error:       849.49634, best error:       750.16028 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 210.3072967529s, input_fired_time: 2.2652587891, output_fired_time: 2.0124149323, propagate_forward_time: 79.2239074707, propagate_backward_time: 122.6498489380, weight_update_time: 0.1827499568, other_time: 4.1558609009
epoch time: 18.3944435120s, input_fired_time: 0.3187887669, output_fired_time: 0.0000000000, propagate_forward_time: 16.2481155396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8275394440
validation[          , genome  7177] predictions:    9762/  10000 (97.62%), best:    9785/10000 (97.85%), error:       782.42987, best error:       750.16028 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 206.4904937744s, input_fired_time: 2.2540802956, output_fired_time: 1.9670147896, propagate_forward_time: 79.0334930420, propagate_backward_time: 119.0821609497, weight_update_time: 0.1824107319, other_time: 4.1537551880
epoch time: 16.8107604980s, input_fired_time: 0.2908680141, output_fired_time: 0.0000000000, propagate_forward_time: 15.7562341690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7636575699
validation[          , genome  7177] predictions:    9740/  10000 (97.40%), best:    9785/10000 (97.85%), error:       863.27582, best error:       750.16028 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 205.1150665283s, input_fired_time: 2.2389786243, output_fired_time: 1.9732542038, propagate_forward_time: 79.3034973145, propagate_backward_time: 117.4529342651, weight_update_time: 0.1809563786, other_time: 4.1464004517
epoch time: 16.7824211121s, input_fired_time: 0.2823338807, output_fired_time: 0.0000000000, propagate_forward_time: 15.7491531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509346008
validation[          , genome  7177] predictions:    9727/  10000 (97.27%), best:    9785/10000 (97.85%), error:       898.57159, best error:       750.16028 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 206.8102722168s, input_fired_time: 3.2563445568, output_fired_time: 1.9642751217, propagate_forward_time: 77.5093688965, propagate_backward_time: 119.8449935913, weight_update_time: 0.1835187227, other_time: 4.2352828979
epoch time: 15.2971429825s, input_fired_time: 0.2821556032, output_fired_time: 0.0000000000, propagate_forward_time: 14.2792587280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357282639
validation[          , genome  7177] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       863.01978, best error:       750.16028 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 210.4955291748s, input_fired_time: 2.2670979500, output_fired_time: 1.9878196716, propagate_forward_time: 75.7377243042, propagate_backward_time: 126.2778320313, weight_update_time: 0.1828858703, other_time: 4.2250366211
epoch time: 16.8899192810s, input_fired_time: 0.2879304886, output_fired_time: 0.0000000000, propagate_forward_time: 15.8690614700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7329282761
validation[          , genome  7177] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       736.92828, best error:       736.92828 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 207.4985198975s, input_fired_time: 2.2523844242, output_fired_time: 2.0039057732, propagate_forward_time: 76.4645843506, propagate_backward_time: 122.7175750732, weight_update_time: 0.1823589802, other_time: 4.0600738525
epoch time: 18.7473640442s, input_fired_time: 0.3338391781, output_fired_time: 0.0000000000, propagate_forward_time: 17.6367702484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7767543793
validation[          , genome  7177] predictions:    9711/  10000 (97.11%), best:    9773/10000 (97.73%), error:       943.45618, best error:       736.92828 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 210.0401000977s, input_fired_time: 2.2466526031, output_fired_time: 1.9926412106, propagate_forward_time: 80.6381759644, propagate_backward_time: 120.9711914063, weight_update_time: 0.1818884015, other_time: 4.1914291382
epoch time: 15.5547866821s, input_fired_time: 0.2840428650, output_fired_time: 0.0000000000, propagate_forward_time: 14.5326986313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380447388
validation[          , genome  7177] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       828.19043, best error:       736.92828 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 211.4012756348s, input_fired_time: 2.3200235367, output_fired_time: 2.0160253048, propagate_forward_time: 79.4449691772, propagate_backward_time: 123.3858642578, weight_update_time: 0.1823320985, other_time: 4.2343978882
epoch time: 16.7943096161s, input_fired_time: 0.2853775024, output_fired_time: 0.0000000000, propagate_forward_time: 15.7680654526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7408666611
validation[          , genome  7177] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       794.93005, best error:       736.92828 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 206.6476745605s, input_fired_time: 2.2412595749, output_fired_time: 2.9831256866, propagate_forward_time: 77.9440231323, propagate_backward_time: 119.3406753540, weight_update_time: 0.1814402640, other_time: 4.1385955811
epoch time: 16.7721958160s, input_fired_time: 0.2882123888, output_fired_time: 0.0000000000, propagate_forward_time: 15.7464208603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7375631332
validation[          , genome  7177] predictions:    9769/  10000 (97.69%), best:    9773/10000 (97.73%), error:       796.15820, best error:       736.92828 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 207.6396636963s, input_fired_time: 2.2459146976, output_fired_time: 2.9816286564, propagate_forward_time: 75.7297439575, propagate_backward_time: 122.4368133545, weight_update_time: 0.1835519969, other_time: 4.2455673218
epoch time: 15.7742357254s, input_fired_time: 0.2858226895, output_fired_time: 0.0000000000, propagate_forward_time: 14.7702379227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7181749344
validation[          , genome  7177] predictions:    9709/  10000 (97.09%), best:    9773/10000 (97.73%), error:       955.36139, best error:       736.92828 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 205.0101470947s, input_fired_time: 2.2510786057, output_fired_time: 1.9686510563, propagate_forward_time: 76.3412628174, propagate_backward_time: 120.2220687866, weight_update_time: 0.1829897314, other_time: 4.2270736694
epoch time: 15.2803211212s, input_fired_time: 0.2797687054, output_fired_time: 0.0000000000, propagate_forward_time: 14.2330150604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7675371170
validation[          , genome  7177] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       804.82556, best error:       736.92828 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 205.8708343506s, input_fired_time: 2.2369933128, output_fired_time: 1.9575393200, propagate_forward_time: 78.0999526978, propagate_backward_time: 119.4636077881, weight_update_time: 0.1832952797, other_time: 4.1127395630
epoch time: 15.0747747421s, input_fired_time: 0.2805213332, output_fired_time: 0.0000000000, propagate_forward_time: 14.0954580307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987953186
validation[          , genome  7177] predictions:    9766/  10000 (97.66%), best:    9773/10000 (97.73%), error:       787.36615, best error:       736.92828 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 206.8415374756s, input_fired_time: 3.1608238220, output_fired_time: 1.9846339226, propagate_forward_time: 78.4208221436, propagate_backward_time: 119.0922470093, weight_update_time: 0.1817647517, other_time: 4.1830062866
epoch time: 27.0320281982s, input_fired_time: 0.2930377722, output_fired_time: 0.0000000000, propagate_forward_time: 25.9848060608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7541847229
validation[          , genome  7177] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       762.55365, best error:       736.92828 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 205.9743194580s, input_fired_time: 2.2380659580, output_fired_time: 1.9670687914, propagate_forward_time: 77.5738830566, propagate_backward_time: 117.1267242432, weight_update_time: 0.1810335815, other_time: 7.0685729980
epoch time: 16.8164672852s, input_fired_time: 0.2869549990, output_fired_time: 0.0000000000, propagate_forward_time: 14.7856807709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7438316345
validation[          , genome  7177] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       718.34418, best error:       718.34418 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 205.9980468750s, input_fired_time: 2.2681415081, output_fired_time: 1.9683194160, propagate_forward_time: 78.5633621216, propagate_backward_time: 119.0747680664, weight_update_time: 0.1822304875, other_time: 4.1234512329
epoch time: 16.7381439209s, input_fired_time: 0.2846156955, output_fired_time: 0.0000000000, propagate_forward_time: 15.7497596741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037677765
validation[          , genome  7177] predictions:    9685/  10000 (96.85%), best:    9785/10000 (97.85%), error:      1015.43219, best error:       718.34418 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 206.2076721191s, input_fired_time: 2.2365810871, output_fired_time: 1.9637988806, propagate_forward_time: 78.6592330933, propagate_backward_time: 119.2839508057, weight_update_time: 0.1803576648, other_time: 4.0640945435
epoch time: 17.2404880524s, input_fired_time: 0.2871251404, output_fired_time: 0.0000000000, propagate_forward_time: 16.2638416290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895217896
validation[          , genome  7177] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       797.04224, best error:       718.34418 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 215.6854400635s, input_fired_time: 3.3695485592, output_fired_time: 2.0615427494, propagate_forward_time: 79.2997894287, propagate_backward_time: 126.6427612305, weight_update_time: 0.1965997070, other_time: 4.3117980957
epoch time: 16.7931499481s, input_fired_time: 0.2867981791, output_fired_time: 0.0000000000, propagate_forward_time: 15.8090200424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973314285
validation[          , genome  7177] predictions:    9749/  10000 (97.49%), best:    9785/10000 (97.85%), error:       846.68561, best error:       718.34418 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 208.5563049316s, input_fired_time: 2.2753317356, output_fired_time: 1.9755798578, propagate_forward_time: 79.3194427490, propagate_backward_time: 121.0311279297, weight_update_time: 0.1806024313, other_time: 3.9548187256
epoch time: 16.7361145020s, input_fired_time: 0.2862332761, output_fired_time: 0.0000000000, propagate_forward_time: 15.7320909500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177896500
validation[          , genome  7177] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       786.83759, best error:       718.34418 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 210.2489776611s, input_fired_time: 2.2921841145, output_fired_time: 2.0408737659, propagate_forward_time: 80.6458587646, propagate_backward_time: 121.2792816162, weight_update_time: 0.1802588850, other_time: 3.9907684326
epoch time: 15.6444740295s, input_fired_time: 0.2851365805, output_fired_time: 0.0000000000, propagate_forward_time: 14.6716060638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877317429
validation[          , genome  7177] predictions:    9746/  10000 (97.46%), best:    9785/10000 (97.85%), error:       845.85657, best error:       718.34418 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 207.7647857666s, input_fired_time: 3.2555782795, output_fired_time: 1.9685204029, propagate_forward_time: 74.9256591797, propagate_backward_time: 123.6267471313, weight_update_time: 0.1806792617, other_time: 3.9882736206
epoch time: 16.7333469391s, input_fired_time: 0.2904741466, output_fired_time: 0.0000000000, propagate_forward_time: 15.7437467575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6991262436
validation[          , genome  7177] predictions:    9742/  10000 (97.42%), best:    9785/10000 (97.85%), error:       872.41229, best error:       718.34418 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 213.1705627441s, input_fired_time: 2.3048081398, output_fired_time: 2.0302488804, propagate_forward_time: 79.2304763794, propagate_backward_time: 124.4606628418, weight_update_time: 0.1881119311, other_time: 5.1443786621
epoch time: 16.9054317474s, input_fired_time: 0.2920907140, output_fired_time: 0.0000000000, propagate_forward_time: 15.9202842712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930561066
validation[          , genome  7177] predictions:    9796/  10000 (97.96%), best:    9785/10000 (97.85%), error:       755.81714, best error:       718.34418 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 208.9429473877s, input_fired_time: 2.2756040096, output_fired_time: 1.9622247219, propagate_forward_time: 76.4845352173, propagate_backward_time: 124.2849121094, weight_update_time: 0.1808048189, other_time: 3.9356689453
epoch time: 15.4143962860s, input_fired_time: 0.2839441001, output_fired_time: 0.0000000000, propagate_forward_time: 14.4486160278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818361282
validation[          , genome  7177] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       885.71729, best error:       718.34418 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 211.3420867920s, input_fired_time: 3.2673835754, output_fired_time: 1.9848084450, propagate_forward_time: 81.3221817017, propagate_backward_time: 120.8195953369, weight_update_time: 0.1790577769, other_time: 3.9481277466
epoch time: 20.8095417023s, input_fired_time: 0.3542192876, output_fired_time: 0.0000000000, propagate_forward_time: 19.5538349152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9014873505
validation[          , genome  7177] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       786.86700, best error:       718.34418 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 209.5820312500s, input_fired_time: 2.2532937527, output_fired_time: 1.9665603638, propagate_forward_time: 77.8107528687, propagate_backward_time: 123.6726455688, weight_update_time: 0.1800161153, other_time: 3.8787841797
epoch time: 15.6380367279s, input_fired_time: 0.2834857106, output_fired_time: 0.0000000000, propagate_forward_time: 14.6716623306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6828889847
validation[          , genome  7177] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       777.99402, best error:       718.34418 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 207.5500030518s, input_fired_time: 2.2305924892, output_fired_time: 2.0002706051, propagate_forward_time: 78.9457015991, propagate_backward_time: 120.4964370728, weight_update_time: 0.1797361076, other_time: 3.8769989014
epoch time: 17.9490661621s, input_fired_time: 0.2881230414, output_fired_time: 0.0000000000, propagate_forward_time: 16.8790149689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7819290161
validation[          , genome  7177] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       879.11694, best error:       718.34418 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 210.3993072510s, input_fired_time: 2.3387160301, output_fired_time: 1.9909046888, propagate_forward_time: 78.6702194214, propagate_backward_time: 123.4341354370, weight_update_time: 0.1888644248, other_time: 3.9653320313
epoch time: 16.4555530548s, input_fired_time: 0.2847450376, output_fired_time: 0.0000000000, propagate_forward_time: 15.4842662811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865425110
validation[          , genome  7177] predictions:    9752/  10000 (97.52%), best:    9785/10000 (97.85%), error:       855.20660, best error:       718.34418 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 216.7424926758s, input_fired_time: 2.4798922539, output_fired_time: 2.0390856266, propagate_forward_time: 80.2803421021, propagate_backward_time: 127.9065322876, weight_update_time: 0.1933194399, other_time: 4.0366439819
epoch time: 16.9209442139s, input_fired_time: 0.2896496654, output_fired_time: 0.0000000000, propagate_forward_time: 15.9451665878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6861276627
validation[          , genome  7177] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       823.65283, best error:       718.34418 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 207.8686523438s, input_fired_time: 2.3066897392, output_fired_time: 1.9835681915, propagate_forward_time: 77.1948471069, propagate_backward_time: 122.4886398315, weight_update_time: 0.1780217439, other_time: 3.8949127197
epoch time: 16.8241691589s, input_fired_time: 0.2877213061, output_fired_time: 0.0000000000, propagate_forward_time: 15.8541727066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6822748184
validation[          , genome  7177] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       903.23621, best error:       718.34418 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 206.8668823242s, input_fired_time: 2.2461590767, output_fired_time: 1.9781732559, propagate_forward_time: 78.0555648804, propagate_backward_time: 120.7205352783, weight_update_time: 0.1790249348, other_time: 3.8664474487
epoch time: 18.2380752563s, input_fired_time: 0.2896789610, output_fired_time: 0.0000000000, propagate_forward_time: 17.1377639771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8106327057
validation[          , genome  7177] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       770.34991, best error:       718.34418 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 207.1573638916s, input_fired_time: 2.2500584126, output_fired_time: 1.9519791603, propagate_forward_time: 76.6567382813, propagate_backward_time: 120.4653778076, weight_update_time: 0.1801098883, other_time: 5.8332061768
epoch time: 15.3880472183s, input_fired_time: 0.2823818028, output_fired_time: 0.0000000000, propagate_forward_time: 14.4285364151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771287918
validation[          , genome  7177] predictions:    9769/  10000 (97.69%), best:    9785/10000 (97.85%), error:       811.56281, best error:       718.34418 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 207.8444061279s, input_fired_time: 2.2483413219, output_fired_time: 1.9644216299, propagate_forward_time: 77.1267852783, propagate_backward_time: 122.6518173218, weight_update_time: 0.1791921109, other_time: 3.8530502319
epoch time: 16.9601497650s, input_fired_time: 0.2876259685, output_fired_time: 0.0000000000, propagate_forward_time: 15.9888715744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836519241
validation[          , genome  7177] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       769.44049, best error:       718.34418 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 207.6920776367s, input_fired_time: 2.2668445110, output_fired_time: 1.9691056013, propagate_forward_time: 79.3860931396, propagate_backward_time: 119.1186447144, weight_update_time: 0.1800571382, other_time: 4.9513931274
epoch time: 17.0096797943s, input_fired_time: 0.2941574156, output_fired_time: 0.0000000000, propagate_forward_time: 16.0095634460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7059593201
validation[          , genome  7177] predictions:    9714/  10000 (97.14%), best:    9785/10000 (97.85%), error:       934.85236, best error:       718.34418 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 208.2420501709s, input_fired_time: 2.2738792896, output_fired_time: 1.9813995361, propagate_forward_time: 77.7873229980, propagate_backward_time: 122.2777633667, weight_update_time: 0.1798627228, other_time: 3.9216842651
epoch time: 16.8787231445s, input_fired_time: 0.2895460427, output_fired_time: 0.0000000000, propagate_forward_time: 15.8867073059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7024688721
validation[          , genome  7177] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       876.31244, best error:       718.34418 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 206.9862976074s, input_fired_time: 2.2278492451, output_fired_time: 1.9902514219, propagate_forward_time: 76.8455810547, propagate_backward_time: 122.0609512329, weight_update_time: 0.1781120747, other_time: 3.8616714478
epoch time: 15.4902887344s, input_fired_time: 0.2846278548, output_fired_time: 0.0000000000, propagate_forward_time: 14.5181884766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874723434
validation[          , genome  7177] predictions:    9767/  10000 (97.67%), best:    9785/10000 (97.85%), error:       771.76343, best error:       718.34418 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 210.1519775391s, input_fired_time: 3.2874517441, output_fired_time: 2.0193140507, propagate_forward_time: 76.9933166504, propagate_backward_time: 123.9129638672, weight_update_time: 0.1824883670, other_time: 3.9389343262
epoch time: 16.9166030884s, input_fired_time: 0.2911255658, output_fired_time: 0.0000000000, propagate_forward_time: 15.9166498184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088270187
validation[          , genome  7177] predictions:    9707/  10000 (97.07%), best:    9785/10000 (97.85%), error:       953.83734, best error:       718.34418 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 206.2413024902s, input_fired_time: 2.2444455624, output_fired_time: 1.9586368799, propagate_forward_time: 80.8005065918, propagate_backward_time: 117.2923431396, weight_update_time: 0.1793861538, other_time: 3.9453735352
epoch time: 16.8253879547s, input_fired_time: 0.2894209921, output_fired_time: 0.0000000000, propagate_forward_time: 15.8274879456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7084789276
validation[          , genome  7177] predictions:    9748/  10000 (97.48%), best:    9785/10000 (97.85%), error:       861.05774, best error:       718.34418 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 205.7966918945s, input_fired_time: 2.2439308167, output_fired_time: 1.9867132902, propagate_forward_time: 80.6313781738, propagate_backward_time: 117.0818634033, weight_update_time: 0.1785240471, other_time: 3.8528137207
epoch time: 16.8682212830s, input_fired_time: 0.2911953926, output_fired_time: 0.0000000000, propagate_forward_time: 15.8777456284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992807388
validation[          , genome  7177] predictions:    9716/  10000 (97.16%), best:    9785/10000 (97.85%), error:       883.72559, best error:       718.34418 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 205.5636291504s, input_fired_time: 2.2559282780, output_fired_time: 1.9678533077, propagate_forward_time: 76.8597640991, propagate_backward_time: 120.4834594727, weight_update_time: 0.1807407588, other_time: 3.9966201782
epoch time: 22.7071113586s, input_fired_time: 0.3981375098, output_fired_time: 0.0000000000, propagate_forward_time: 21.3422889709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9666843414
validation[          , genome  7177] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       819.48273, best error:       718.34418 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 208.7785186768s, input_fired_time: 2.2690589428, output_fired_time: 1.9676536322, propagate_forward_time: 77.7863998413, propagate_backward_time: 122.8310852051, weight_update_time: 0.1798944026, other_time: 3.9243240356
epoch time: 16.5014972687s, input_fired_time: 0.2852826715, output_fired_time: 0.0000000000, propagate_forward_time: 15.5340394974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821756363
validation[          , genome  7177] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       823.77527, best error:       718.34418 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 207.1558532715s, input_fired_time: 2.2536051273, output_fired_time: 1.9711447954, propagate_forward_time: 78.1761627197, propagate_backward_time: 120.8222503662, weight_update_time: 0.1824855059, other_time: 3.9326934814
epoch time: 17.0492877960s, input_fired_time: 0.2967113256, output_fired_time: 0.0000000000, propagate_forward_time: 16.0440082550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085685730
validation[          , genome  7177] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       759.40887, best error:       718.34418 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 210.0414581299s, input_fired_time: 2.2887847424, output_fired_time: 2.0056509972, propagate_forward_time: 78.7240524292, propagate_backward_time: 123.1022109985, weight_update_time: 0.1801431626, other_time: 3.9207611084
epoch time: 16.2661075592s, input_fired_time: 0.2820239663, output_fired_time: 0.0000000000, propagate_forward_time: 15.3134279251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706552505
validation[          , genome  7177] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       809.82446, best error:       718.34418 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 206.6155242920s, input_fired_time: 2.2787389755, output_fired_time: 1.9627338648, propagate_forward_time: 76.8489151001, propagate_backward_time: 121.5755233765, weight_update_time: 0.1797281206, other_time: 3.9496154785
epoch time: 16.9788875580s, input_fired_time: 0.2898069620, output_fired_time: 0.0000000000, propagate_forward_time: 16.0111999512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778812408
validation[          , genome  7177] predictions:    9778/  10000 (97.78%), best:    9785/10000 (97.85%), error:       746.17371, best error:       718.34418 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 218.6288757324s, input_fired_time: 2.4808843136, output_fired_time: 2.0909314156, propagate_forward_time: 81.2892990112, propagate_backward_time: 128.6474151611, weight_update_time: 0.1870191097, other_time: 4.1203460693
epoch time: 16.8330574036s, input_fired_time: 0.2832912207, output_fired_time: 0.0000000000, propagate_forward_time: 14.8340644836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7157020569
validation[          , genome  7177] predictions:    9676/  10000 (96.76%), best:    9785/10000 (97.85%), error:      1038.21619, best error:       718.34418 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 207.7507781982s, input_fired_time: 2.2649402618, output_fired_time: 2.9766106606, propagate_forward_time: 75.4126739502, propagate_backward_time: 123.1800994873, weight_update_time: 0.1831961125, other_time: 3.9164581299
epoch time: 16.8707485199s, input_fired_time: 0.2914481759, output_fired_time: 0.0000000000, propagate_forward_time: 15.8911514282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881484985
validation[          , genome  7177] predictions:    9720/  10000 (97.20%), best:    9785/10000 (97.85%), error:       941.34399, best error:       718.34418 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 207.1793823242s, input_fired_time: 2.2514896393, output_fired_time: 1.9733476639, propagate_forward_time: 78.2881698608, propagate_backward_time: 120.7931594849, weight_update_time: 0.1797531694, other_time: 3.8732147217
epoch time: 19.6242580414s, input_fired_time: 0.3118810058, output_fired_time: 0.0000000000, propagate_forward_time: 18.5401020050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7722759247
validation[          , genome  7177] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       784.53363, best error:       718.34418 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 208.9291687012s, input_fired_time: 2.2626941204, output_fired_time: 1.9903303385, propagate_forward_time: 79.2634887695, propagate_backward_time: 121.4597930908, weight_update_time: 0.1829140484, other_time: 3.9528656006
epoch time: 15.4558162689s, input_fired_time: 0.2831202447, output_fired_time: 0.0000000000, propagate_forward_time: 14.5011987686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714973450
validation[          , genome  7177] predictions:    9746/  10000 (97.46%), best:    9785/10000 (97.85%), error:       845.88806, best error:       718.34418 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 207.5983734131s, input_fired_time: 2.2727007866, output_fired_time: 1.9719454050, propagate_forward_time: 76.9258270264, propagate_backward_time: 122.4915390015, weight_update_time: 0.1806024909, other_time: 3.9363632202
epoch time: 16.6007862091s, input_fired_time: 0.2883556187, output_fired_time: 0.0000000000, propagate_forward_time: 15.6031055450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093257904
validation[          , genome  7177] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       796.95923, best error:       718.34418 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 206.2343292236s, input_fired_time: 2.2526550293, output_fired_time: 2.9773545265, propagate_forward_time: 77.8564453125, propagate_backward_time: 119.2267227173, weight_update_time: 0.1802223474, other_time: 3.9211502075
epoch time: 16.8622074127s, input_fired_time: 0.2934160829, output_fired_time: 0.0000000000, propagate_forward_time: 15.8763303757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6924600601
validation[          , genome  7177] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       747.28998, best error:       718.34418 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 206.9750976563s, input_fired_time: 2.2635128498, output_fired_time: 1.9540363550, propagate_forward_time: 76.8731384277, propagate_backward_time: 121.9846496582, weight_update_time: 0.1798593402, other_time: 3.8997497559
epoch time: 17.2224121094s, input_fired_time: 0.2933393419, output_fired_time: 0.0000000000, propagate_forward_time: 16.2337074280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953659058
validation[          , genome  7177] predictions:    9714/  10000 (97.14%), best:    9785/10000 (97.85%), error:       938.73108, best error:       718.34418 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 214.6832580566s, input_fired_time: 2.3243370056, output_fired_time: 2.0318591595, propagate_forward_time: 78.8866195679, propagate_backward_time: 127.4308166504, weight_update_time: 0.1834503561, other_time: 4.0096130371
epoch time: 17.7631759644s, input_fired_time: 0.3148782253, output_fired_time: 0.0000000000, propagate_forward_time: 16.7272644043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7210330963
validation[          , genome  7177] predictions:    9750/  10000 (97.50%), best:    9785/10000 (97.85%), error:       855.42493, best error:       718.34418 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 206.3231506348s, input_fired_time: 2.2602784634, output_fired_time: 1.9620599747, propagate_forward_time: 79.7241516113, propagate_backward_time: 118.5035705566, weight_update_time: 0.1788910776, other_time: 3.8730773926
epoch time: 17.0189132690s, input_fired_time: 0.2934669256, output_fired_time: 0.0000000000, propagate_forward_time: 16.0067386627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187080383
validation[          , genome  7177] predictions:    9769/  10000 (97.69%), best:    9785/10000 (97.85%), error:       777.15155, best error:       718.34418 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 216.6336517334s, input_fired_time: 3.3701987267, output_fired_time: 2.1287190914, propagate_forward_time: 79.8701019287, propagate_backward_time: 126.1338500977, weight_update_time: 0.1976217479, other_time: 5.1307830811
epoch time: 16.9805812836s, input_fired_time: 0.2943636477, output_fired_time: 0.0000000000, propagate_forward_time: 15.9963760376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898422241
validation[          , genome  7177] predictions:    9772/  10000 (97.72%), best:    9785/10000 (97.85%), error:       771.78949, best error:       718.34418 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 205.8287200928s, input_fired_time: 2.2775194645, output_fired_time: 1.9752523899, propagate_forward_time: 77.4514083862, propagate_backward_time: 120.2194137573, weight_update_time: 0.1793744713, other_time: 3.9051208496
epoch time: 16.7586402893s, input_fired_time: 0.2921038866, output_fired_time: 0.0000000000, propagate_forward_time: 15.7707834244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6957521439
validation[          , genome  7177] predictions:    9751/  10000 (97.51%), best:    9785/10000 (97.85%), error:       828.73834, best error:       718.34418 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 208.1619873047s, input_fired_time: 2.2787547112, output_fired_time: 1.9794679880, propagate_forward_time: 79.4989547729, propagate_backward_time: 120.5572738647, weight_update_time: 0.1795068830, other_time: 3.8475494385
epoch time: 16.8501682281s, input_fired_time: 0.2924870551, output_fired_time: 0.0000000000, propagate_forward_time: 15.8666362762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910457611
validation[          , genome  7177] predictions:    9713/  10000 (97.13%), best:    9785/10000 (97.85%), error:       938.11859, best error:       718.34418 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 206.3900451660s, input_fired_time: 2.2598876953, output_fired_time: 1.9548747540, propagate_forward_time: 75.8629608154, propagate_backward_time: 122.4323501587, weight_update_time: 0.1802640110, other_time: 3.8799667358
epoch time: 16.7822322845s, input_fired_time: 0.2917955220, output_fired_time: 0.0000000000, propagate_forward_time: 15.7966003418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938362122
validation[          , genome  7177] predictions:    9720/  10000 (97.20%), best:    9785/10000 (97.85%), error:       886.67688, best error:       718.34418 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 209.0116271973s, input_fired_time: 3.2747499943, output_fired_time: 1.9752905369, propagate_forward_time: 78.4578323364, propagate_backward_time: 121.4571075439, weight_update_time: 0.1799724251, other_time: 3.8466415405
epoch time: 15.5688323975s, input_fired_time: 0.2892025113, output_fired_time: 0.0000000000, propagate_forward_time: 14.5815458298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980838776
validation[          , genome  7177] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       767.67810, best error:       718.34418 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 207.8636474609s, input_fired_time: 2.2669363022, output_fired_time: 2.0038244724, propagate_forward_time: 80.4082641602, propagate_backward_time: 119.3066787720, weight_update_time: 0.1792307198, other_time: 3.8779373169
epoch time: 16.9675922394s, input_fired_time: 0.2979701459, output_fired_time: 0.0000000000, propagate_forward_time: 15.9734621048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961603165
validation[          , genome  7177] predictions:    9706/  10000 (97.06%), best:    9785/10000 (97.85%), error:       966.93420, best error:       718.34418 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 206.7799224854s, input_fired_time: 2.2735910416, output_fired_time: 1.9686208963, propagate_forward_time: 76.1760177612, propagate_backward_time: 122.5051879883, weight_update_time: 0.1796642095, other_time: 3.8564987183
epoch time: 17.2294845581s, input_fired_time: 0.2963546515, output_fired_time: 0.0000000000, propagate_forward_time: 16.2419452667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911849976
validation[          , genome  7177] predictions:    9762/  10000 (97.62%), best:    9785/10000 (97.85%), error:       852.69495, best error:       718.34418 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 210.6618499756s, input_fired_time: 2.2609491348, output_fired_time: 1.9868056774, propagate_forward_time: 76.8443832397, propagate_backward_time: 125.6969299316, weight_update_time: 0.1837056875, other_time: 3.8727722168
epoch time: 15.6075038910s, input_fired_time: 0.2891766131, output_fired_time: 0.0000000000, propagate_forward_time: 14.6415596008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767673492
validation[          , genome  7177] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       735.84705, best error:       718.34418 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 213.0418701172s, input_fired_time: 3.3322501183, output_fired_time: 2.0014169216, propagate_forward_time: 76.0447692871, propagate_backward_time: 127.6717987061, weight_update_time: 0.1898745745, other_time: 3.9916381836
epoch time: 16.9373455048s, input_fired_time: 0.2990610898, output_fired_time: 0.0000000000, propagate_forward_time: 15.9398450851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6984395981
validation[          , genome  7177] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       775.12244, best error:       718.34418 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 204.5164947510s, input_fired_time: 2.2559845448, output_fired_time: 1.9391632080, propagate_forward_time: 73.8845138550, propagate_backward_time: 122.5729980469, weight_update_time: 0.1780016422, other_time: 3.8638381958
epoch time: 16.9701042175s, input_fired_time: 0.2970735133, output_fired_time: 0.0000000000, propagate_forward_time: 15.9768657684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961650848
validation[          , genome  7177] predictions:    9772/  10000 (97.72%), best:    9785/10000 (97.85%), error:       787.79138, best error:       718.34418 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 217.7585449219s, input_fired_time: 3.3679778576, output_fired_time: 2.0862083435, propagate_forward_time: 82.6496810913, propagate_backward_time: 124.6198196411, weight_update_time: 0.2028289139, other_time: 5.0348434448
epoch time: 19.7007427216s, input_fired_time: 0.3286080956, output_fired_time: 0.0000000000, propagate_forward_time: 18.4644126892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077224731
validation[          , genome  7177] predictions:    9750/  10000 (97.50%), best:    9785/10000 (97.85%), error:       839.31982, best error:       718.34418 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 209.2276458740s, input_fired_time: 2.3005902767, output_fired_time: 1.9783495665, propagate_forward_time: 77.9267578125, propagate_backward_time: 123.1331253052, weight_update_time: 0.1798626930, other_time: 3.8888320923
epoch time: 16.6787567139s, input_fired_time: 0.2948767245, output_fired_time: 0.0000000000, propagate_forward_time: 15.6859512329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979293823
validation[          , genome  7177] predictions:    9750/  10000 (97.50%), best:    9785/10000 (97.85%), error:       831.78516, best error:       718.34418 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 208.3316345215s, input_fired_time: 2.2937602997, output_fired_time: 1.9669297934, propagate_forward_time: 79.1056747437, propagate_backward_time: 121.1042404175, weight_update_time: 0.1830214560, other_time: 3.8610229492
epoch time: 15.3720121384s, input_fired_time: 0.2862590253, output_fired_time: 0.0000000000, propagate_forward_time: 14.4169206619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688327789
validation[          , genome  7177] predictions:    9794/  10000 (97.94%), best:    9785/10000 (97.85%), error:       754.23688, best error:       718.34418 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 208.1174774170s, input_fired_time: 3.2839167118, output_fired_time: 1.9639879465, propagate_forward_time: 76.1515502930, propagate_backward_time: 122.8330383301, weight_update_time: 0.1802687347, other_time: 3.8849792480
epoch time: 22.3705711365s, input_fired_time: 0.3558363318, output_fired_time: 0.0000000000, propagate_forward_time: 21.0205783844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9941558838
validation[          , genome  7177] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       909.16705, best error:       718.34418 on epoch:    49, 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: 83.7190551758s, input_fired_time: 1.4529846907, output_fired_time: 0.0000000000, propagate_forward_time: 78.7178878784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5481796265
best training[          , genome  7177] predictions:   49608/  50000 (99.22%), best:    9785/10000 (97.85%), error:      1561.52661, best error:       718.34418 on epoch:    49, 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: 16.8189792633s, input_fired_time: 0.2838190794, output_fired_time: 0.0000000000, propagate_forward_time: 15.8525257111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826343536
   testing[          , genome  7177] predictions:    9795/  10000 (97.95%), best:    9785/10000 (97.85%), error:       683.24603, best error:       718.34418 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:19:21 (12124): called boinc_finish(0)

</stderr_txt>
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