Nameexact_genome_1512568488_44_5924_1
Workunit2600972
Created7 Dec 2017, 17:10:07 UTC
Sent7 Dec 2017, 17:16:23 UTC
Report deadline18 Dec 2017, 11:07:20 UTC
Received9 Dec 2017, 11:37:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time7 hours 9 min 50 sec
CPU time6 hours 45 min 9 sec
Validate stateValid
Credit2,685.93
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.07 MB
Peak swap size155.44 MB
Peak disk usage2.34 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
.91919 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 224.4185791016s, input_fired_time: 2.7862856388, output_fired_time: 3.1051251888, propagate_forward_time: 84.5640792847, propagate_backward_time: 130.0421752930, weight_update_time: 0.2489845008, other_time: 3.9209289551
epoch time: 28.5412883759s, input_fired_time: 0.3880267739, output_fired_time: 0.0000000000, propagate_forward_time: 27.2664127350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8868484497
validation[          , genome  5924] predictions:    9693/  10000 (96.93%), best:    9740/10000 (97.40%), error:      1010.82422, best error:       823.91919 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 229.9896240234s, input_fired_time: 2.8303976059, output_fired_time: 3.1211605072, propagate_forward_time: 86.7621383667, propagate_backward_time: 133.2552185059, weight_update_time: 0.2559610009, other_time: 4.0207214355
epoch time: 18.3271389008s, input_fired_time: 0.3424557745, output_fired_time: 0.0000000000, propagate_forward_time: 17.2842082977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7004756927
validation[          , genome  5924] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       802.57593, best error:       802.57593 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 231.6237030029s, input_fired_time: 2.8144772053, output_fired_time: 3.1703600883, propagate_forward_time: 88.9865417480, propagate_backward_time: 132.5854492188, weight_update_time: 0.2484625876, other_time: 4.0668640137
epoch time: 19.9563751221s, input_fired_time: 0.3699226677, output_fired_time: 0.0000000000, propagate_forward_time: 18.8385429382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479095459
validation[          , genome  5924] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       921.09399, best error:       802.57593 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 238.0561828613s, input_fired_time: 2.8121104240, output_fired_time: 3.0826725960, propagate_forward_time: 86.6441268921, propagate_backward_time: 141.4952850342, weight_update_time: 0.2483597547, other_time: 4.0219879150
epoch time: 20.1576557159s, input_fired_time: 0.3503273129, output_fired_time: 0.0000000000, propagate_forward_time: 18.9763793945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8309497833
validation[          , genome  5924] predictions:    9714/  10000 (97.14%), best:    9745/10000 (97.45%), error:       958.12708, best error:       802.57593 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 227.6840667725s, input_fired_time: 2.8363707066, output_fired_time: 3.2399182320, propagate_forward_time: 85.7821960449, propagate_backward_time: 131.8431549072, weight_update_time: 0.2490822077, other_time: 3.9824371338
epoch time: 20.1058502197s, input_fired_time: 0.3452913463, output_fired_time: 0.0000000000, propagate_forward_time: 18.9560680389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8044910431
validation[          , genome  5924] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       867.23346, best error:       802.57593 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 208.4194488525s, input_fired_time: 2.6102595329, output_fired_time: 2.9061470032, propagate_forward_time: 76.4038238525, propagate_backward_time: 122.2648239136, weight_update_time: 0.2835213244, other_time: 4.2343978882
epoch time: 20.3387947083s, input_fired_time: 0.3863456249, output_fired_time: 0.0000000000, propagate_forward_time: 19.2467098236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057399750
validation[          , genome  5924] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       967.95258, best error:       802.57593 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 226.5179748535s, input_fired_time: 2.8195581436, output_fired_time: 3.1657516956, propagate_forward_time: 85.2444458008, propagate_backward_time: 131.3055725098, weight_update_time: 0.2477919012, other_time: 3.9826354980
epoch time: 20.7517967224s, input_fired_time: 0.4818443954, output_fired_time: 0.0000000000, propagate_forward_time: 19.4662761688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8036766052
validation[          , genome  5924] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       767.46411, best error:       767.46411 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 195.9710845947s, input_fired_time: 2.5502238274, output_fired_time: 2.7989029884, propagate_forward_time: 71.7152557373, propagate_backward_time: 115.0210418701, weight_update_time: 0.2367739230, other_time: 3.8856658936
epoch time: 22.6357078552s, input_fired_time: 0.3420976400, output_fired_time: 0.0000000000, propagate_forward_time: 21.3224506378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9711589813
validation[          , genome  5924] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       764.02100, best error:       764.02100 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 230.7765350342s, input_fired_time: 2.7995717525, output_fired_time: 3.1808168888, propagate_forward_time: 86.9528579712, propagate_backward_time: 133.8071746826, weight_update_time: 0.2491338998, other_time: 4.0361175537
epoch time: 19.6221027374s, input_fired_time: 0.3478281200, output_fired_time: 0.0000000000, propagate_forward_time: 18.4278755188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8463993073
validation[          , genome  5924] predictions:    9763/  10000 (97.63%), best:    9771/10000 (97.71%), error:       770.32721, best error:       764.02100 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 228.5500946045s, input_fired_time: 2.8419783115, output_fired_time: 3.1600868702, propagate_forward_time: 86.0733108521, propagate_backward_time: 132.5130462646, weight_update_time: 0.2490552664, other_time: 3.9616851807
epoch time: 25.0211772919s, input_fired_time: 4.4997658730, output_fired_time: 0.0000000000, propagate_forward_time: 19.6793861389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8420257568
validation[          , genome  5924] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       828.13940, best error:       764.02100 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 233.1979675293s, input_fired_time: 2.8600406647, output_fired_time: 3.1671679020, propagate_forward_time: 86.7196960449, propagate_backward_time: 136.4349365234, weight_update_time: 0.2941500843, other_time: 4.0161132813
epoch time: 18.2406673431s, input_fired_time: 0.3433265388, output_fired_time: 0.0000000000, propagate_forward_time: 17.1958446503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014961243
validation[          , genome  5924] predictions:    9742/  10000 (97.42%), best:    9771/10000 (97.71%), error:       853.19586, best error:       764.02100 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 216.5168609619s, input_fired_time: 2.7322511673, output_fired_time: 3.0165255070, propagate_forward_time: 80.8157501221, propagate_backward_time: 125.9462203979, weight_update_time: 0.2436974645, other_time: 4.0061111450
epoch time: 24.0708885193s, input_fired_time: 0.3459326625, output_fired_time: 0.0000000000, propagate_forward_time: 22.9743919373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505645752
validation[          , genome  5924] predictions:    9770/  10000 (97.70%), best:    9771/10000 (97.71%), error:       782.32880, best error:       764.02100 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 239.1508178711s, input_fired_time: 2.8807156086, output_fired_time: 3.1366884708, propagate_forward_time: 94.9988174438, propagate_backward_time: 134.1233978271, weight_update_time: 0.2496804446, other_time: 4.0111846924
epoch time: 20.3987827301s, input_fired_time: 0.4051313996, output_fired_time: 0.0000000000, propagate_forward_time: 19.1953525543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7982978821
validation[          , genome  5924] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       801.25677, best error:       764.02100 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 244.9995574951s, input_fired_time: 2.9893364906, output_fired_time: 3.5086379051, propagate_forward_time: 92.4042968750, propagate_backward_time: 141.6791839600, weight_update_time: 0.2532443702, other_time: 4.4181060791
epoch time: 24.8070163727s, input_fired_time: 0.3393430412, output_fired_time: 0.0000000000, propagate_forward_time: 23.7637519836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7039222717
validation[          , genome  5924] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       769.58197, best error:       764.02100 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 227.2736053467s, input_fired_time: 2.8129346371, output_fired_time: 3.0903615952, propagate_forward_time: 85.8974380493, propagate_backward_time: 131.5953063965, weight_update_time: 0.2475228459, other_time: 3.8775634766
epoch time: 19.3631916046s, input_fired_time: 0.3418147862, output_fired_time: 0.0000000000, propagate_forward_time: 18.2915515900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7298259735
validation[          , genome  5924] predictions:    9718/  10000 (97.18%), best:    9771/10000 (97.71%), error:       873.97412, best error:       764.02100 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 232.2672271729s, input_fired_time: 2.7790765762, output_fired_time: 3.0806829929, propagate_forward_time: 85.0378036499, propagate_backward_time: 137.4423065186, weight_update_time: 0.2482899278, other_time: 3.9273529053
epoch time: 19.0096149445s, input_fired_time: 0.3839904368, output_fired_time: 0.0000000000, propagate_forward_time: 17.8721942902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7534294128
validation[          , genome  5924] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       792.81812, best error:       764.02100 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 226.9929962158s, input_fired_time: 2.8280272484, output_fired_time: 3.0830249786, propagate_forward_time: 85.5433578491, propagate_backward_time: 131.6019744873, weight_update_time: 0.2482892126, other_time: 3.9365997314
epoch time: 24.6050453186s, input_fired_time: 0.3936879039, output_fired_time: 0.0000000000, propagate_forward_time: 23.4002933502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8110637665
validation[          , genome  5924] predictions:    9764/  10000 (97.64%), best:    9771/10000 (97.71%), error:       765.51532, best error:       764.02100 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 225.1757202148s, input_fired_time: 2.8710060120, output_fired_time: 3.1225175858, propagate_forward_time: 84.7453308105, propagate_backward_time: 130.4327850342, weight_update_time: 0.2492408454, other_time: 4.0040893555
epoch time: 18.6444702148s, input_fired_time: 0.3419025838, output_fired_time: 0.0000000000, propagate_forward_time: 17.5668106079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357578278
validation[          , genome  5924] predictions:    9767/  10000 (97.67%), best:    9771/10000 (97.71%), error:       777.34998, best error:       764.02100 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 227.5616455078s, input_fired_time: 3.1572942734, output_fired_time: 3.1111426353, propagate_forward_time: 85.7321166992, propagate_backward_time: 131.5855255127, weight_update_time: 0.2540604174, other_time: 3.9755706787
epoch time: 17.8468532562s, input_fired_time: 0.3422294259, output_fired_time: 0.0000000000, propagate_forward_time: 16.7976684570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7069549561
validation[          , genome  5924] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       871.68127, best error:       764.02100 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 237.9147186279s, input_fired_time: 3.0716586113, output_fired_time: 3.1517307758, propagate_forward_time: 89.8169021606, propagate_backward_time: 137.8558654785, weight_update_time: 0.2476979643, other_time: 4.0185546875
epoch time: 21.0315494537s, input_fired_time: 0.3428291082, output_fired_time: 0.0000000000, propagate_forward_time: 19.9806499481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080707550
validation[          , genome  5924] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       804.60559, best error:       764.02100 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 226.7932739258s, input_fired_time: 2.7950813770, output_fired_time: 3.0850472450, propagate_forward_time: 84.3941345215, propagate_backward_time: 132.5693206787, weight_update_time: 0.2477519363, other_time: 3.9496917725
epoch time: 18.8828372955s, input_fired_time: 0.3748650849, output_fired_time: 0.0000000000, propagate_forward_time: 17.7692661285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7387065887
validation[          , genome  5924] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       743.66187, best error:       743.66187 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 245.2441406250s, input_fired_time: 3.1778216362, output_fired_time: 3.3500642776, propagate_forward_time: 92.5594787598, propagate_backward_time: 141.8032531738, weight_update_time: 0.2801514864, other_time: 4.3535156250
epoch time: 23.5946655273s, input_fired_time: 0.3436190784, output_fired_time: 0.0000000000, propagate_forward_time: 22.5477905273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032566071
validation[          , genome  5924] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       723.38452, best error:       723.38452 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 237.6865539551s, input_fired_time: 3.0786526203, output_fired_time: 3.2539508343, propagate_forward_time: 89.4707794189, propagate_backward_time: 137.9007263184, weight_update_time: 0.2491735667, other_time: 3.9824371338
epoch time: 19.8154144287s, input_fired_time: 0.3740396798, output_fired_time: 0.0000000000, propagate_forward_time: 18.7014160156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7399578094
validation[          , genome  5924] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       821.74292, best error:       723.38452 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 237.4987487793s, input_fired_time: 4.9148082733, output_fired_time: 3.2101631165, propagate_forward_time: 87.0028839111, propagate_backward_time: 138.4127044678, weight_update_time: 0.2492377609, other_time: 3.9581909180
epoch time: 18.3774585724s, input_fired_time: 0.3416827023, output_fired_time: 0.0000000000, propagate_forward_time: 17.2994594574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7363166809
validation[          , genome  5924] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       803.79437, best error:       723.38452 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 226.3935089111s, input_fired_time: 2.8141937256, output_fired_time: 3.0859558582, propagate_forward_time: 85.1203613281, propagate_backward_time: 131.4616088867, weight_update_time: 0.2522245944, other_time: 3.9113922119
epoch time: 19.4145832062s, input_fired_time: 0.3471067846, output_fired_time: 0.0000000000, propagate_forward_time: 18.2858238220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816524506
validation[          , genome  5924] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       676.95923, best error:       676.95923 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 238.7866058350s, input_fired_time: 2.9653439522, output_fired_time: 3.3603639603, propagate_forward_time: 89.9156417847, propagate_backward_time: 138.2109985352, weight_update_time: 0.2485022098, other_time: 4.3342590332
epoch time: 21.5905056000s, input_fired_time: 0.3785171211, output_fired_time: 0.0000000000, propagate_forward_time: 20.2150707245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9969177246
validation[          , genome  5924] predictions:    9715/  10000 (97.15%), best:    9786/10000 (97.86%), error:       904.75726, best error:       676.95923 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 243.0280456543s, input_fired_time: 2.8233113289, output_fired_time: 3.0774185658, propagate_forward_time: 100.4526519775, propagate_backward_time: 132.7824707031, weight_update_time: 0.2581232488, other_time: 3.8921813965
epoch time: 21.4075012207s, input_fired_time: 0.3694934547, output_fired_time: 0.0000000000, propagate_forward_time: 20.2897262573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7482814789
validation[          , genome  5924] predictions:    9716/  10000 (97.16%), best:    9786/10000 (97.86%), error:       833.78497, best error:       676.95923 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 232.3858795166s, input_fired_time: 2.9496936798, output_fired_time: 3.6571357250, propagate_forward_time: 88.8378677368, propagate_backward_time: 132.8667907715, weight_update_time: 0.2957873344, other_time: 4.0744018555
epoch time: 17.9717063904s, input_fired_time: 0.3467537761, output_fired_time: 0.0000000000, propagate_forward_time: 16.9188079834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061443329
validation[          , genome  5924] predictions:    9727/  10000 (97.27%), best:    9786/10000 (97.86%), error:       914.30920, best error:       676.95923 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 225.3477478027s, input_fired_time: 2.8264813423, output_fired_time: 3.0891299248, propagate_forward_time: 84.8307495117, propagate_backward_time: 130.6692504883, weight_update_time: 0.2526808977, other_time: 3.9321441650
epoch time: 18.0353527069s, input_fired_time: 0.3478963077, output_fired_time: 0.0000000000, propagate_forward_time: 16.9774894714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7099666595
validation[          , genome  5924] predictions:    9721/  10000 (97.21%), best:    9786/10000 (97.86%), error:       913.01294, best error:       676.95923 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 223.4387817383s, input_fired_time: 2.8026697636, output_fired_time: 3.0733051300, propagate_forward_time: 84.0688552856, propagate_backward_time: 129.4968872070, weight_update_time: 0.2512584627, other_time: 3.9970703125
epoch time: 17.9476528168s, input_fired_time: 0.3448347747, output_fired_time: 0.0000000000, propagate_forward_time: 16.9050807953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6977367401
validation[          , genome  5924] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       837.51190, best error:       676.95923 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 232.6795349121s, input_fired_time: 2.8600101471, output_fired_time: 3.1544570923, propagate_forward_time: 88.0036239624, propagate_backward_time: 134.6744842529, weight_update_time: 0.2532331347, other_time: 3.9869537354
epoch time: 17.8731441498s, input_fired_time: 0.3465497494, output_fired_time: 0.0000000000, propagate_forward_time: 16.8321208954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944732666
validation[          , genome  5924] predictions:    9797/  10000 (97.97%), best:    9786/10000 (97.86%), error:       680.41107, best error:       676.95923 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 225.5511474609s, input_fired_time: 2.9949338436, output_fired_time: 3.1010704041, propagate_forward_time: 84.2302474976, propagate_backward_time: 130.9528350830, weight_update_time: 0.2497409135, other_time: 4.2720489502
epoch time: 24.9793605804s, input_fired_time: 0.4422733784, output_fired_time: 0.0000000000, propagate_forward_time: 23.5489101410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9881763458
validation[          , genome  5924] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       759.20276, best error:       676.95923 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 227.8272857666s, input_fired_time: 2.8603558540, output_fired_time: 3.1124656200, propagate_forward_time: 85.7195129395, propagate_backward_time: 132.1277008057, weight_update_time: 0.2513161898, other_time: 4.0072479248
epoch time: 17.9996280670s, input_fired_time: 0.3492340446, output_fired_time: 0.0000000000, propagate_forward_time: 16.9478797913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025146484
validation[          , genome  5924] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       728.59137, best error:       676.95923 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 242.2201232910s, input_fired_time: 2.9350979328, output_fired_time: 3.0871450901, propagate_forward_time: 95.8796157837, propagate_backward_time: 136.3908386230, weight_update_time: 0.2486899793, other_time: 3.9274291992
epoch time: 20.6974964142s, input_fired_time: 0.4117703438, output_fired_time: 0.0000000000, propagate_forward_time: 19.4708652496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8148612976
validation[          , genome  5924] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       716.19019, best error:       676.95923 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 239.0938568115s, input_fired_time: 3.1734573841, output_fired_time: 3.3235931396, propagate_forward_time: 90.1312637329, propagate_backward_time: 138.3685607910, weight_update_time: 0.2496624887, other_time: 4.0969848633
epoch time: 20.4629211426s, input_fired_time: 0.3779366314, output_fired_time: 0.0000000000, propagate_forward_time: 19.3159427643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7690410614
validation[          , genome  5924] predictions:    9719/  10000 (97.19%), best:    9786/10000 (97.86%), error:       869.14905, best error:       676.95923 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 235.9217224121s, input_fired_time: 2.9734494686, output_fired_time: 3.3740677834, propagate_forward_time: 88.8673782349, propagate_backward_time: 136.5456085205, weight_update_time: 0.2810556889, other_time: 4.1612091064
epoch time: 21.5656127930s, input_fired_time: 0.4128498137, output_fired_time: 0.0000000000, propagate_forward_time: 20.3155288696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8372344971
validation[          , genome  5924] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       775.29193, best error:       676.95923 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 230.0501556396s, input_fired_time: 2.8630883694, output_fired_time: 3.1414403915, propagate_forward_time: 86.7920761108, propagate_backward_time: 133.1226043701, weight_update_time: 0.2546301782, other_time: 4.1309661865
epoch time: 21.0360717773s, input_fired_time: 0.3487059176, output_fired_time: 0.0000000000, propagate_forward_time: 19.8524837494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8348827362
validation[          , genome  5924] predictions:    9724/  10000 (97.24%), best:    9786/10000 (97.86%), error:       820.28113, best error:       676.95923 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 240.7262573242s, input_fired_time: 2.8413689137, output_fired_time: 3.1138541698, propagate_forward_time: 85.0486450195, propagate_backward_time: 145.7494354248, weight_update_time: 0.2504339218, other_time: 3.9729461670
epoch time: 18.2581443787s, input_fired_time: 0.3509155512, output_fired_time: 0.0000000000, propagate_forward_time: 17.1915073395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7157211304
validation[          , genome  5924] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       699.75476, best error:       676.95923 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 203.9289245605s, input_fired_time: 2.6625876427, output_fired_time: 2.9100711346, propagate_forward_time: 74.3340225220, propagate_backward_time: 119.9117202759, weight_update_time: 0.2378625423, other_time: 4.1105346680
epoch time: 23.3080291748s, input_fired_time: 0.6651361585, output_fired_time: 0.0000000000, propagate_forward_time: 21.7222728729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9206199646
validation[          , genome  5924] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       780.20575, best error:       676.95923 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 232.0065002441s, input_fired_time: 2.9361300468, output_fired_time: 3.2211880684, propagate_forward_time: 87.3643798828, propagate_backward_time: 134.4306182861, weight_update_time: 0.2482965291, other_time: 4.0541839600
epoch time: 19.7598342896s, input_fired_time: 0.3774074018, output_fired_time: 0.0000000000, propagate_forward_time: 18.6153106689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7671165466
validation[          , genome  5924] predictions:    9720/  10000 (97.20%), best:    9786/10000 (97.86%), error:       879.80804, best error:       676.95923 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 227.6052246094s, input_fired_time: 2.9325871468, output_fired_time: 3.0651004314, propagate_forward_time: 85.3466033936, propagate_backward_time: 132.2174835205, weight_update_time: 0.2479894310, other_time: 4.0434570313
epoch time: 23.1309986115s, input_fired_time: 0.5044905543, output_fired_time: 0.0000000000, propagate_forward_time: 21.7312965393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8952121735
validation[          , genome  5924] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       726.83441, best error:       676.95923 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 235.3622283936s, input_fired_time: 2.9787862301, output_fired_time: 3.1328377724, propagate_forward_time: 90.1767654419, propagate_backward_time: 135.1711730957, weight_update_time: 0.2481190860, other_time: 3.9026489258
epoch time: 22.1585464478s, input_fired_time: 0.4181541204, output_fired_time: 0.0000000000, propagate_forward_time: 20.8716011047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8687915802
validation[          , genome  5924] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       711.56781, best error:       676.95923 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 222.5477447510s, input_fired_time: 2.7954628468, output_fired_time: 3.0586037636, propagate_forward_time: 83.9224319458, propagate_backward_time: 128.8371887207, weight_update_time: 0.2473379821, other_time: 3.9340515137
epoch time: 18.7023487091s, input_fired_time: 0.3563283384, output_fired_time: 0.0000000000, propagate_forward_time: 17.6268043518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7192153931
validation[          , genome  5924] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       810.51294, best error:       676.95923 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 236.4847869873s, input_fired_time: 2.9245526791, output_fired_time: 3.2569561005, propagate_forward_time: 89.1977996826, propagate_backward_time: 137.0560913086, weight_update_time: 0.2476713657, other_time: 4.0493927002
epoch time: 18.1364135742s, input_fired_time: 0.3447123766, output_fired_time: 0.0000000000, propagate_forward_time: 17.0805282593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7111721039
validation[          , genome  5924] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       785.36328, best error:       676.95923 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 250.7889251709s, input_fired_time: 3.0796322823, output_fired_time: 3.3626844883, propagate_forward_time: 94.0783615112, propagate_backward_time: 145.9047393799, weight_update_time: 0.2816298604, other_time: 4.3635101318
epoch time: 19.8613262177s, input_fired_time: 0.3824402690, output_fired_time: 0.0000000000, propagate_forward_time: 18.7705135345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083721161
validation[          , genome  5924] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       817.63062, best error:       676.95923 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 224.6768798828s, input_fired_time: 2.8374302387, output_fired_time: 3.0744199753, propagate_forward_time: 84.7863693237, propagate_backward_time: 130.0540466309, weight_update_time: 0.2484545261, other_time: 3.9246215820
epoch time: 19.5353984833s, input_fired_time: 0.4457669258, output_fired_time: 0.0000000000, propagate_forward_time: 18.2896366119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7999954224
validation[          , genome  5924] predictions:    9741/  10000 (97.41%), best:    9786/10000 (97.86%), error:       844.34363, best error:       676.95923 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 233.0120544434s, input_fired_time: 2.8635320663, output_fired_time: 3.1062870026, propagate_forward_time: 88.2192306519, propagate_backward_time: 134.8452758789, weight_update_time: 0.2478849143, other_time: 3.9777221680
epoch time: 19.4978561401s, input_fired_time: 0.4519146681, output_fired_time: 0.0000000000, propagate_forward_time: 18.2981395721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7478027344
validation[          , genome  5924] predictions:    9733/  10000 (97.33%), best:    9786/10000 (97.86%), error:       837.20093, best error:       676.95923 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 225.6021118164s, input_fired_time: 2.8716518879, output_fired_time: 3.1096026897, propagate_forward_time: 84.3496246338, propagate_backward_time: 131.3026275635, weight_update_time: 0.2447726876, other_time: 3.9685974121
epoch time: 21.5627689362s, input_fired_time: 0.3823712468, output_fired_time: 0.0000000000, propagate_forward_time: 20.3759040833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8044929504
validation[          , genome  5924] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       840.63806, best error:       676.95923 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 229.0629272461s, input_fired_time: 2.9696931839, output_fired_time: 3.1166367531, propagate_forward_time: 86.2849502563, propagate_backward_time: 132.5320434570, weight_update_time: 0.2482018769, other_time: 4.1596069336
epoch time: 18.0657196045s, input_fired_time: 0.3506857455, output_fired_time: 0.0000000000, propagate_forward_time: 17.0039634705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7110710144
validation[          , genome  5924] predictions:    9761/  10000 (97.61%), best:    9786/10000 (97.86%), error:       778.07483, best error:       676.95923 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 226.3838806152s, input_fired_time: 2.8080971241, output_fired_time: 3.0714197159, propagate_forward_time: 85.3020935059, propagate_backward_time: 131.2590484619, weight_update_time: 0.2479142547, other_time: 3.9432220459
epoch time: 20.1513805389s, input_fired_time: 0.4074923694, output_fired_time: 0.0000000000, propagate_forward_time: 18.8789577484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8649311066
validation[          , genome  5924] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       733.43848, best error:       676.95923 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 223.1239166260s, input_fired_time: 2.8535220623, output_fired_time: 3.0921058655, propagate_forward_time: 83.7026062012, propagate_backward_time: 129.3772735596, weight_update_time: 0.2473510653, other_time: 4.0984191895
epoch time: 19.0130844116s, input_fired_time: 0.4094801545, output_fired_time: 0.0000000000, propagate_forward_time: 17.8585166931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450866699
validation[          , genome  5924] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       730.38922, best error:       676.95923 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 251.2088928223s, input_fired_time: 3.0122988224, output_fired_time: 3.2859442234, propagate_forward_time: 101.8245010376, propagate_backward_time: 138.8209075928, weight_update_time: 0.2489778399, other_time: 4.2652435303
epoch time: 19.5048522949s, input_fired_time: 0.4758007824, output_fired_time: 0.0000000000, propagate_forward_time: 18.1933040619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8357467651
validation[          , genome  5924] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       734.89838, best error:       676.95923 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 235.0579223633s, input_fired_time: 2.9386057854, output_fired_time: 3.2612721920, propagate_forward_time: 88.5095291138, propagate_backward_time: 136.2059326172, weight_update_time: 0.2496070117, other_time: 4.1425781250
epoch time: 20.3880996704s, input_fired_time: 0.3499622941, output_fired_time: 0.0000000000, propagate_forward_time: 19.2890720367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7490653992
validation[          , genome  5924] predictions:    9734/  10000 (97.34%), best:    9786/10000 (97.86%), error:       862.25031, best error:       676.95923 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 230.4214477539s, input_fired_time: 2.8012797832, output_fired_time: 3.1740262508, propagate_forward_time: 87.0946731567, propagate_backward_time: 133.3753204346, weight_update_time: 0.2492139935, other_time: 3.9761505127
epoch time: 33.6430358887s, input_fired_time: 0.5069751143, output_fired_time: 0.0000000000, propagate_forward_time: 32.1090316772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0270309448
validation[          , genome  5924] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       762.93774, best error:       676.95923 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 233.6640625000s, input_fired_time: 2.8582556248, output_fired_time: 3.1418421268, propagate_forward_time: 88.2392807007, propagate_backward_time: 135.4125366211, weight_update_time: 0.2469684482, other_time: 4.0121459961
epoch time: 22.3539733887s, input_fired_time: 0.4822514057, output_fired_time: 0.0000000000, propagate_forward_time: 21.0665016174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8052196503
validation[          , genome  5924] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       780.65417, best error:       676.95923 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 237.2190399170s, input_fired_time: 3.0292646885, output_fired_time: 3.4287092686, propagate_forward_time: 89.3165969849, propagate_backward_time: 137.1693420410, weight_update_time: 0.2498317957, other_time: 4.2751159668
epoch time: 20.6271095276s, input_fired_time: 0.3579740524, output_fired_time: 0.0000000000, propagate_forward_time: 19.4543094635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8148250580
validation[          , genome  5924] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       799.80890, best error:       676.95923 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 224.4479522705s, input_fired_time: 2.8234050274, output_fired_time: 3.0829524994, propagate_forward_time: 84.5761566162, propagate_backward_time: 130.0317840576, weight_update_time: 0.2490203977, other_time: 3.9336547852
epoch time: 23.4929847717s, input_fired_time: 0.4432800412, output_fired_time: 0.0000000000, propagate_forward_time: 22.2164402008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8332653046
validation[          , genome  5924] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       748.38800, best error:       676.95923 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 225.5701446533s, input_fired_time: 2.8717203140, output_fired_time: 3.0981063843, propagate_forward_time: 85.0839385986, propagate_backward_time: 130.6397857666, weight_update_time: 0.2477523535, other_time: 3.8765869141
epoch time: 20.8704547882s, input_fired_time: 0.3849663436, output_fired_time: 0.0000000000, propagate_forward_time: 19.6814804077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8040084839
validation[          , genome  5924] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       730.07886, best error:       676.95923 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 245.2027740479s, input_fired_time: 3.1751959324, output_fired_time: 3.2533743382, propagate_forward_time: 92.2365417480, propagate_backward_time: 142.2492675781, weight_update_time: 0.2494246811, other_time: 4.2883911133
epoch time: 51.4406471252s, input_fired_time: 0.7014452815, output_fired_time: 0.0000000000, propagate_forward_time: 49.4256401062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3135604858
validation[          , genome  5924] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       806.55585, best error:       676.95923 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 228.7356262207s, input_fired_time: 2.8609623909, output_fired_time: 3.1484410763, propagate_forward_time: 86.4134063721, propagate_backward_time: 132.3142242432, weight_update_time: 0.2599271834, other_time: 3.9985961914
epoch time: 23.9701118469s, input_fired_time: 0.5451570153, output_fired_time: 0.0000000000, propagate_forward_time: 22.4268779755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9980773926
validation[          , genome  5924] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       775.78461, best error:       676.95923 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 239.3963317871s, input_fired_time: 2.9014501572, output_fired_time: 3.3064937592, propagate_forward_time: 90.5476760864, propagate_backward_time: 138.4829711914, weight_update_time: 0.3251705170, other_time: 4.1577453613
epoch time: 19.1719493866s, input_fired_time: 0.3482285738, output_fired_time: 0.0000000000, propagate_forward_time: 18.0560493469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7676715851
validation[          , genome  5924] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       803.19067, best error:       676.95923 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 235.7995300293s, input_fired_time: 2.8824841976, output_fired_time: 8.9480829239, propagate_forward_time: 86.7871856689, propagate_backward_time: 133.1750030518, weight_update_time: 0.2564522922, other_time: 4.0067749023
epoch time: 20.0978050232s, input_fired_time: 0.3862863183, output_fired_time: 0.0000000000, propagate_forward_time: 18.9402275085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7712917328
validation[          , genome  5924] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       753.62305, best error:       676.95923 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 226.4972534180s, input_fired_time: 2.7992641926, output_fired_time: 3.1244943142, propagate_forward_time: 85.2991790771, propagate_backward_time: 131.3467712402, weight_update_time: 0.2477603257, other_time: 3.9275360107
epoch time: 19.4816093445s, input_fired_time: 0.4818437397, output_fired_time: 0.0000000000, propagate_forward_time: 18.1963329315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8034324646
validation[          , genome  5924] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       676.74402, best error:       676.74402 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 239.8079833984s, input_fired_time: 2.9816317558, output_fired_time: 3.4182035923, propagate_forward_time: 90.2190246582, propagate_backward_time: 138.7265930176, weight_update_time: 0.2807092667, other_time: 4.4625396729
epoch time: 15.9833860397s, input_fired_time: 0.3481977284, output_fired_time: 0.0000000000, propagate_forward_time: 14.8955163956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7396717072
validation[          , genome  5924] predictions:    9703/  10000 (97.03%), best:    9800/10000 (98.00%), error:      1001.17725, best error:       676.74402 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 238.1811218262s, input_fired_time: 2.9867043495, output_fired_time: 3.1125040054, propagate_forward_time: 89.9898147583, propagate_backward_time: 138.0930480957, weight_update_time: 0.2487736493, other_time: 3.9990539551
epoch time: 22.7160720825s, input_fired_time: 0.5446218848, output_fired_time: 0.0000000000, propagate_forward_time: 21.2691593170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9022903442
validation[          , genome  5924] predictions:    9776/  10000 (97.76%), best:    9800/10000 (98.00%), error:       679.68170, best error:       676.74402 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 236.8697357178s, input_fired_time: 2.9694738388, output_fired_time: 3.3485467434, propagate_forward_time: 89.1133041382, propagate_backward_time: 137.2100372314, weight_update_time: 0.2813107967, other_time: 4.2283782959
epoch time: 16.2151489258s, input_fired_time: 0.3031753004, output_fired_time: 0.0000000000, propagate_forward_time: 15.1829261780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7290477753
validation[          , genome  5924] predictions:    9724/  10000 (97.24%), best:    9800/10000 (98.00%), error:       929.06909, best error:       676.74402 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 264.6571655273s, input_fired_time: 5.2923941612, output_fired_time: 7.7518329620, propagate_forward_time: 100.8503341675, propagate_backward_time: 146.8026275635, weight_update_time: 0.2491241693, other_time: 3.9599761963
epoch time: 19.2051219940s, input_fired_time: 0.3507230580, output_fired_time: 0.0000000000, propagate_forward_time: 18.1147575378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7396411896
validation[          , genome  5924] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       727.87756, best error:       676.74402 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 240.1751251221s, input_fired_time: 2.8281025887, output_fired_time: 6.6346111298, propagate_forward_time: 88.6766586304, propagate_backward_time: 138.0006256104, weight_update_time: 0.2504176497, other_time: 4.0351104736
epoch time: 17.4068374634s, input_fired_time: 0.3496925235, output_fired_time: 0.0000000000, propagate_forward_time: 16.3371486664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7199954987
validation[          , genome  5924] predictions:    9803/  10000 (98.03%), best:    9800/10000 (98.00%), error:       685.72156, best error:       676.74402 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 232.7680206299s, input_fired_time: 2.8825035095, output_fired_time: 3.1061568260, propagate_forward_time: 87.3502578735, propagate_backward_time: 135.3137512207, weight_update_time: 0.2498691529, other_time: 4.1153564453
epoch time: 18.0042095184s, input_fired_time: 0.3532648683, output_fired_time: 0.0000000000, propagate_forward_time: 16.9548816681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960620880
validation[          , genome  5924] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       699.34033, best error:       676.74402 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 216.6864471436s, input_fired_time: 2.7666616440, output_fired_time: 2.9699916840, propagate_forward_time: 80.8147964478, propagate_backward_time: 126.1770019531, weight_update_time: 0.2429960519, other_time: 3.9580078125
epoch time: 19.3672218323s, input_fired_time: 0.3508431315, output_fired_time: 0.0000000000, propagate_forward_time: 18.2560462952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7603321075
validation[          , genome  5924] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       679.98889, best error:       676.74402 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 237.0200347900s, input_fired_time: 3.0123553276, output_fired_time: 3.1520307064, propagate_forward_time: 89.4997177124, propagate_backward_time: 137.1132659912, weight_update_time: 0.2840481997, other_time: 4.2426605225
epoch time: 20.0716133118s, input_fired_time: 0.3544290066, output_fired_time: 0.0000000000, propagate_forward_time: 18.9447212219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7724628448
validation[          , genome  5924] predictions:    9710/  10000 (97.10%), best:    9800/10000 (98.00%), error:       942.06915, best error:       676.74402 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 235.2768402100s, input_fired_time: 2.8771166801, output_fired_time: 3.1325597763, propagate_forward_time: 93.2419204712, propagate_backward_time: 132.0503387451, weight_update_time: 0.2484152019, other_time: 3.9748992920
epoch time: 18.3364200592s, input_fired_time: 0.3562995791, output_fired_time: 0.0000000000, propagate_forward_time: 17.2767620087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7033576965
validation[          , genome  5924] predictions:    9774/  10000 (97.74%), best:    9800/10000 (98.00%), error:       761.06464, best error:       676.74402 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 227.3338317871s, input_fired_time: 2.8742046356, output_fired_time: 3.1257669926, propagate_forward_time: 85.6690139771, propagate_backward_time: 131.6893463135, weight_update_time: 0.2536418140, other_time: 3.9755096436
epoch time: 18.0644359589s, input_fired_time: 0.3558964729, output_fired_time: 0.0000000000, propagate_forward_time: 16.9857883453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7227516174
validation[          , genome  5924] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       691.82648, best error:       676.74402 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 232.5624694824s, input_fired_time: 2.9291152954, output_fired_time: 3.1377997398, propagate_forward_time: 88.3091354370, propagate_backward_time: 134.1737365723, weight_update_time: 0.2529861629, other_time: 4.0126953125
epoch time: 18.2814693451s, input_fired_time: 0.3551415801, output_fired_time: 0.0000000000, propagate_forward_time: 17.2150516510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112770081
validation[          , genome  5924] predictions:    9741/  10000 (97.41%), best:    9800/10000 (98.00%), error:       866.05896, best error:       676.74402 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 230.7726287842s, input_fired_time: 2.8552372456, output_fired_time: 3.0954039097, propagate_forward_time: 87.2608489990, propagate_backward_time: 133.6117401123, weight_update_time: 0.2499679774, other_time: 3.9494018555
epoch time: 18.8892631531s, input_fired_time: 0.3859121203, output_fired_time: 0.0000000000, propagate_forward_time: 17.8021183014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012329102
validation[          , genome  5924] predictions:    9757/  10000 (97.57%), best:    9800/10000 (98.00%), error:       772.12592, best error:       676.74402 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 233.0341949463s, input_fired_time: 2.8929538727, output_fired_time: 3.1604704857, propagate_forward_time: 85.2399063110, propagate_backward_time: 137.5979003906, weight_update_time: 0.2492311895, other_time: 4.1429443359
epoch time: 28.4857597351s, input_fired_time: 0.4515447915, output_fired_time: 0.0000000000, propagate_forward_time: 26.8796386719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1545753479
validation[          , genome  5924] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       676.11096, best error:       676.11096 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 225.3326110840s, input_fired_time: 2.8277900219, output_fired_time: 3.0766372681, propagate_forward_time: 84.9674758911, propagate_backward_time: 130.5477447510, weight_update_time: 0.2485013902, other_time: 3.9129791260
epoch time: 17.9680500031s, input_fired_time: 0.3428207338, output_fired_time: 0.0000000000, propagate_forward_time: 16.9251079559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7001209259
validation[          , genome  5924] predictions:    9749/  10000 (97.49%), best:    9793/10000 (97.93%), error:       779.17822, best error:       676.11096 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 231.6003112793s, input_fired_time: 2.8698258400, output_fired_time: 3.1762442589, propagate_forward_time: 87.3166503906, propagate_backward_time: 134.0287170410, weight_update_time: 0.2493121177, other_time: 4.2088775635
epoch time: 19.4523792267s, input_fired_time: 0.3464489281, output_fired_time: 0.0000000000, propagate_forward_time: 18.3395099640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7664203644
validation[          , genome  5924] predictions:    9788/  10000 (97.88%), best:    9793/10000 (97.93%), error:       697.74164, best error:       676.11096 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 240.4532165527s, input_fired_time: 3.1063518524, output_fired_time: 3.3176202774, propagate_forward_time: 80.7897949219, propagate_backward_time: 148.7803649902, weight_update_time: 0.2432787716, other_time: 4.4590759277
epoch time: 18.1462230682s, input_fired_time: 0.3551527262, output_fired_time: 0.0000000000, propagate_forward_time: 17.0630970001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279739380
validation[          , genome  5924] predictions:    9801/  10000 (98.01%), best:    9793/10000 (97.93%), error:       677.20581, best error:       676.11096 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 234.6097106934s, input_fired_time: 2.9750325680, output_fired_time: 3.1130304337, propagate_forward_time: 87.3263244629, propagate_backward_time: 136.7131805420, weight_update_time: 0.2554871440, other_time: 4.4821319580
epoch time: 22.4840450287s, input_fired_time: 0.4178449214, output_fired_time: 0.0000000000, propagate_forward_time: 21.1864490509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8797512054
validation[          , genome  5924] predictions:    9790/  10000 (97.90%), best:    9793/10000 (97.93%), error:       677.91418, best error:       676.11096 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 248.3970489502s, input_fired_time: 3.0095307827, output_fired_time: 3.1584537029, propagate_forward_time: 87.9060287476, propagate_backward_time: 150.2466888428, weight_update_time: 0.2490081042, other_time: 4.0763397217
epoch time: 19.7182064056s, input_fired_time: 0.3558791280, output_fired_time: 0.0000000000, propagate_forward_time: 18.5807075500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816200256
validation[          , genome  5924] predictions:    9756/  10000 (97.56%), best:    9793/10000 (97.93%), error:       782.74475, best error:       676.11096 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 233.6963348389s, input_fired_time: 3.0374767780, output_fired_time: 3.2845399380, propagate_forward_time: 87.5985412598, propagate_backward_time: 135.7959747314, weight_update_time: 0.2544823885, other_time: 3.9797973633
epoch time: 19.8684749603s, input_fired_time: 0.4140830934, output_fired_time: 0.0000000000, propagate_forward_time: 18.6554546356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7989368439
validation[          , genome  5924] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       772.47467, best error:       676.11096 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 212.5743865967s, input_fired_time: 2.7337758541, output_fired_time: 3.0176274776, propagate_forward_time: 78.5126800537, propagate_backward_time: 124.1781082153, weight_update_time: 0.2466986626, other_time: 4.1321945190
epoch time: 27.4083366394s, input_fired_time: 0.5143881440, output_fired_time: 0.0000000000, propagate_forward_time: 25.9039402008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9900074005
validation[          , genome  5924] predictions:    9759/  10000 (97.59%), best:    9793/10000 (97.93%), error:       791.79565, best error:       676.11096 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 251.0452117920s, input_fired_time: 3.0626144409, output_fired_time: 3.2860627174, propagate_forward_time: 98.3633728027, propagate_backward_time: 141.9547882080, weight_update_time: 0.2591269910, other_time: 4.3783874512
epoch time: 25.1071472168s, input_fired_time: 0.5419070125, output_fired_time: 0.0000000000, propagate_forward_time: 23.5137367249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0515041351
validation[          , genome  5924] predictions:    9715/  10000 (97.15%), best:    9793/10000 (97.93%), error:       875.37201, best error:       676.11096 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 225.7692565918s, input_fired_time: 2.8396544456, output_fired_time: 3.0536022186, propagate_forward_time: 85.1209487915, propagate_backward_time: 130.9042205811, weight_update_time: 0.2461147159, other_time: 3.8508148193
epoch time: 19.0149803162s, input_fired_time: 0.3693693876, output_fired_time: 0.0000000000, propagate_forward_time: 17.9145870209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310237885
validation[          , genome  5924] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       727.49573, best error:       676.11096 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 229.5844116211s, input_fired_time: 2.9449830055, output_fired_time: 3.1423046589, propagate_forward_time: 86.5131454468, propagate_backward_time: 133.0026550293, weight_update_time: 0.2503449023, other_time: 3.9813232422
epoch time: 25.3851013184s, input_fired_time: 0.4543164372, output_fired_time: 0.0000000000, propagate_forward_time: 23.9626770020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9681072235
validation[          , genome  5924] predictions:    9778/  10000 (97.78%), best:    9793/10000 (97.93%), error:       742.06464, best error:       676.11096 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 87.3921127319s, input_fired_time: 1.7076115608, output_fired_time: 0.0000000000, propagate_forward_time: 82.0580825806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6264190674
best training[          , genome  5924] predictions:   49774/  50000 (99.55%), best:    9793/10000 (97.93%), error:      1030.09326, best error:       676.11096 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 34.9033279419s, input_fired_time: 0.5477316976, output_fired_time: 0.0000000000, propagate_forward_time: 33.2245826721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1310119629
   testing[          , genome  5924] predictions:    9811/  10000 (98.11%), best:    9793/10000 (97.93%), error:       625.40216, best error:       676.11096 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:37:31 (4376): called boinc_finish(0)

</stderr_txt>
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