Nameexact_genome_1512568488_44_6882_1
Workunit2605690
Created7 Dec 2017, 22:27:49 UTC
Sent7 Dec 2017, 22:39:14 UTC
Report deadline18 Dec 2017, 9:38:18 UTC
Received8 Dec 2017, 18:02:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time5 hours 23 min 16 sec
CPU time5 hours 23 min 12 sec
Validate stateValid
Credit2,614.42
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.76 MB
Peak swap size153.90 MB
Peak disk usage1.25 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
h time: 14.7052974701s, input_fired_time: 0.2280488759, output_fired_time: 0.0000000000, propagate_forward_time: 13.8709363937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063117981
validation[          , genome  6882] predictions:    9739/  10000 (97.39%), best:    9747/10000 (97.47%), error:       847.55164, best error:       836.90894 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 176.8951110840s, input_fired_time: 2.0678429604, output_fired_time: 1.5389920473, propagate_forward_time: 69.0909118652, propagate_backward_time: 100.8817825317, weight_update_time: 0.1632557064, other_time: 3.3155899048
epoch time: 13.9437751770s, input_fired_time: 0.2220047563, output_fired_time: 0.0000000000, propagate_forward_time: 13.1395387650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822315216
validation[          , genome  6882] predictions:    9730/  10000 (97.30%), best:    9747/10000 (97.47%), error:       847.39374, best error:       836.90894 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 174.6942901611s, input_fired_time: 2.0510134697, output_fired_time: 1.5249553919, propagate_forward_time: 68.2812805176, propagate_backward_time: 99.5289382935, weight_update_time: 0.1613330990, other_time: 3.3081130981
epoch time: 14.6814899445s, input_fired_time: 0.2279832363, output_fired_time: 0.0000000000, propagate_forward_time: 13.8478822708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056241989
validation[          , genome  6882] predictions:    9734/  10000 (97.34%), best:    9747/10000 (97.47%), error:       917.18481, best error:       836.90894 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 175.7600708008s, input_fired_time: 2.0566029549, output_fired_time: 1.5286060572, propagate_forward_time: 68.6666870117, propagate_backward_time: 100.1837844849, weight_update_time: 0.1624923795, other_time: 3.3243789673
epoch time: 13.7527093887s, input_fired_time: 0.2176787108, output_fired_time: 0.0000000000, propagate_forward_time: 12.9566469193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783834457
validation[          , genome  6882] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1073.68420, best error:       836.90894 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 174.0792541504s, input_fired_time: 2.0424935818, output_fired_time: 1.5152007341, propagate_forward_time: 68.0028381348, propagate_backward_time: 99.2271194458, weight_update_time: 0.1605729908, other_time: 3.2916030884
epoch time: 14.5431432724s, input_fired_time: 0.2282447964, output_fired_time: 0.0000000000, propagate_forward_time: 13.7185001373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963983536
validation[          , genome  6882] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       816.47827, best error:       816.47827 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 174.9786224365s, input_fired_time: 2.0581071377, output_fired_time: 1.5374841690, propagate_forward_time: 68.2614974976, propagate_backward_time: 99.8126144409, weight_update_time: 0.1626468897, other_time: 3.3089141846
epoch time: 13.9358472824s, input_fired_time: 0.2224017382, output_fired_time: 0.0000000000, propagate_forward_time: 13.1312398911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822057724
validation[          , genome  6882] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       854.45367, best error:       816.47827 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 173.9887084961s, input_fired_time: 2.0483090878, output_fired_time: 1.5160887241, propagate_forward_time: 67.9708023071, propagate_backward_time: 99.1557769775, weight_update_time: 0.1617216170, other_time: 3.2977371216
epoch time: 14.6601676941s, input_fired_time: 0.2326754332, output_fired_time: 0.0000000000, propagate_forward_time: 13.8276557922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998363495
validation[          , genome  6882] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       806.35419, best error:       806.35419 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 177.2240447998s, input_fired_time: 2.0770564079, output_fired_time: 1.5456304550, propagate_forward_time: 69.1724243164, propagate_backward_time: 101.0805282593, weight_update_time: 0.1634349376, other_time: 3.3484115601
epoch time: 14.7079381943s, input_fired_time: 0.2277264744, output_fired_time: 0.0000000000, propagate_forward_time: 13.8744001389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058111191
validation[          , genome  6882] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       826.01624, best error:       806.35419 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 176.8039093018s, input_fired_time: 2.0736973286, output_fired_time: 1.5458632708, propagate_forward_time: 68.9789657593, propagate_backward_time: 100.8537750244, weight_update_time: 0.1641952842, other_time: 3.3516006470
epoch time: 14.7176933289s, input_fired_time: 0.2280683368, output_fired_time: 0.0000000000, propagate_forward_time: 13.8862972260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033277512
validation[          , genome  6882] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       859.93561, best error:       806.35419 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 177.5682830811s, input_fired_time: 2.0838203430, output_fired_time: 1.5430147648, propagate_forward_time: 69.3455886841, propagate_backward_time: 101.2667007446, weight_update_time: 0.1646848172, other_time: 3.3291625977
epoch time: 14.7254219055s, input_fired_time: 0.2313890904, output_fired_time: 0.0000000000, propagate_forward_time: 13.8884639740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055688858
validation[          , genome  6882] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       842.11475, best error:       806.35419 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 177.4313812256s, input_fired_time: 2.0796918869, output_fired_time: 1.5493345261, propagate_forward_time: 69.1978454590, propagate_backward_time: 101.2658309937, weight_update_time: 0.1645555943, other_time: 3.3386764526
epoch time: 14.6770000458s, input_fired_time: 0.2281665057, output_fired_time: 0.0000000000, propagate_forward_time: 13.8447914124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040420532
validation[          , genome  6882] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       858.58154, best error:       806.35419 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 177.2782745361s, input_fired_time: 2.0748398304, output_fired_time: 1.5416240692, propagate_forward_time: 69.2310180664, propagate_backward_time: 101.0998077393, weight_update_time: 0.1646823585, other_time: 3.3309783936
epoch time: 14.7154493332s, input_fired_time: 0.2286043912, output_fired_time: 0.0000000000, propagate_forward_time: 13.8826971054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041479111
validation[          , genome  6882] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       814.05566, best error:       806.35419 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 177.8166351318s, input_fired_time: 2.0854139328, output_fired_time: 1.5511977673, propagate_forward_time: 69.3052902222, propagate_backward_time: 101.5294342041, weight_update_time: 0.1648429036, other_time: 3.3452987671
epoch time: 14.7199993134s, input_fired_time: 0.2320331484, output_fired_time: 0.0000000000, propagate_forward_time: 13.8811559677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068105698
validation[          , genome  6882] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       783.92584, best error:       783.92584 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 176.8369293213s, input_fired_time: 2.0774133205, output_fired_time: 1.5487047434, propagate_forward_time: 68.9256668091, propagate_backward_time: 100.9508056641, weight_update_time: 0.1646190286, other_time: 3.3343429565
epoch time: 14.5219078064s, input_fired_time: 0.2264180332, output_fired_time: 0.0000000000, propagate_forward_time: 13.6936979294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017913818
validation[          , genome  6882] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       831.48181, best error:       783.92584 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 176.9817810059s, input_fired_time: 2.0797617435, output_fired_time: 1.5382336378, propagate_forward_time: 69.0415420532, propagate_backward_time: 100.9956741333, weight_update_time: 0.1644424200, other_time: 3.3265686035
epoch time: 14.7016611099s, input_fired_time: 0.2296959907, output_fired_time: 0.0000000000, propagate_forward_time: 13.8622827530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096820831
validation[          , genome  6882] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       827.69672, best error:       783.92584 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 177.6281738281s, input_fired_time: 2.0857858658, output_fired_time: 1.5469440222, propagate_forward_time: 69.2343597412, propagate_backward_time: 101.4118728638, weight_update_time: 0.1650598794, other_time: 3.3492050171
epoch time: 14.7094697952s, input_fired_time: 0.2301783264, output_fired_time: 0.0000000000, propagate_forward_time: 13.8679256439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113662720
validation[          , genome  6882] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       699.03198, best error:       699.03198 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 177.5581665039s, input_fired_time: 2.0906867981, output_fired_time: 1.5475186110, propagate_forward_time: 69.2341842651, propagate_backward_time: 101.3551025391, weight_update_time: 0.1648682654, other_time: 3.3306808472
epoch time: 14.7177667618s, input_fired_time: 0.2311811000, output_fired_time: 0.0000000000, propagate_forward_time: 13.8815851212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050004959
validation[          , genome  6882] predictions:    9787/  10000 (97.87%), best:    9795/10000 (97.95%), error:       763.32550, best error:       699.03198 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 177.6134490967s, input_fired_time: 2.0909247398, output_fired_time: 1.5502687693, propagate_forward_time: 69.3038711548, propagate_backward_time: 101.3519744873, weight_update_time: 0.1644138843, other_time: 3.3164138794
epoch time: 14.6978006363s, input_fired_time: 0.2287253886, output_fired_time: 0.0000000000, propagate_forward_time: 13.8694534302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996217728
validation[          , genome  6882] predictions:    9738/  10000 (97.38%), best:    9795/10000 (97.95%), error:       910.10535, best error:       699.03198 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 177.4916992188s, input_fired_time: 2.0880088806, output_fired_time: 1.5420043468, propagate_forward_time: 69.3070449829, propagate_backward_time: 101.2466201782, weight_update_time: 0.1642903239, other_time: 3.3080139160
epoch time: 14.7084779739s, input_fired_time: 0.2295093983, output_fired_time: 0.0000000000, propagate_forward_time: 13.8792352676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997333527
validation[          , genome  6882] predictions:    9762/  10000 (97.62%), best:    9795/10000 (97.95%), error:       778.82300, best error:       699.03198 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 175.9244232178s, input_fired_time: 2.0776929855, output_fired_time: 1.5372116566, propagate_forward_time: 68.6478271484, propagate_backward_time: 100.3608551025, weight_update_time: 0.1630003601, other_time: 3.3008270264
epoch time: 14.6281490326s, input_fired_time: 0.2292974293, output_fired_time: 0.0000000000, propagate_forward_time: 13.7990818024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997695923
validation[          , genome  6882] predictions:    9765/  10000 (97.65%), best:    9795/10000 (97.95%), error:       809.13391, best error:       699.03198 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 174.5162048340s, input_fired_time: 2.0638744831, output_fired_time: 1.5141763687, propagate_forward_time: 68.3118057251, propagate_backward_time: 99.3414306641, weight_update_time: 0.1610023230, other_time: 3.2849197388
epoch time: 14.6336097717s, input_fired_time: 0.2326281369, output_fired_time: 0.0000000000, propagate_forward_time: 13.8004474640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005344391
validation[          , genome  6882] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       818.38312, best error:       699.03198 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 172.1589050293s, input_fired_time: 2.0534622669, output_fired_time: 1.5058853626, propagate_forward_time: 67.1379852295, propagate_backward_time: 98.2024307251, weight_update_time: 0.1593991518, other_time: 3.2591323853
epoch time: 14.7125177383s, input_fired_time: 0.2306207269, output_fired_time: 0.0000000000, propagate_forward_time: 13.8822031021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996942520
validation[          , genome  6882] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       731.13770, best error:       699.03198 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 175.3087463379s, input_fired_time: 2.0701978207, output_fired_time: 1.5268851519, propagate_forward_time: 68.4834213257, propagate_backward_time: 99.9377975464, weight_update_time: 0.1617325991, other_time: 3.2904510498
epoch time: 14.5032167435s, input_fired_time: 0.2285875082, output_fired_time: 0.0000000000, propagate_forward_time: 13.6822366714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923929214
validation[          , genome  6882] predictions:    9754/  10000 (97.54%), best:    9795/10000 (97.95%), error:       830.58563, best error:       699.03198 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 176.3682861328s, input_fired_time: 2.0750081539, output_fired_time: 1.5218583345, propagate_forward_time: 69.0117874146, propagate_backward_time: 100.4639968872, weight_update_time: 0.1629058123, other_time: 3.2956237793
epoch time: 14.7098321915s, input_fired_time: 0.2309073061, output_fired_time: 0.0000000000, propagate_forward_time: 13.8731060028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058187485
validation[          , genome  6882] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       699.27271, best error:       699.03198 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 177.4246215820s, input_fired_time: 2.0935468674, output_fired_time: 1.5455331802, propagate_forward_time: 69.3062057495, propagate_backward_time: 101.1411590576, weight_update_time: 0.1636706293, other_time: 3.3381729126
epoch time: 14.7050380707s, input_fired_time: 0.2347606421, output_fired_time: 0.0000000000, propagate_forward_time: 13.8676118851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026659012
validation[          , genome  6882] predictions:    9751/  10000 (97.51%), best:    9795/10000 (97.95%), error:       856.78912, best error:       699.03198 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 176.7924194336s, input_fired_time: 2.0921890736, output_fired_time: 1.5405761003, propagate_forward_time: 69.0605621338, propagate_backward_time: 100.7509536743, weight_update_time: 0.1629081666, other_time: 3.3481369019
epoch time: 14.7237758636s, input_fired_time: 0.2361591607, output_fired_time: 0.0000000000, propagate_forward_time: 13.8830881119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045284271
validation[          , genome  6882] predictions:    9772/  10000 (97.72%), best:    9795/10000 (97.95%), error:       768.70447, best error:       699.03198 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 177.3955688477s, input_fired_time: 2.0904979706, output_fired_time: 1.5377621651, propagate_forward_time: 69.3688278198, propagate_backward_time: 101.0742721558, weight_update_time: 0.1636657566, other_time: 3.3242034912
epoch time: 14.7185964584s, input_fired_time: 0.2356219590, output_fired_time: 0.0000000000, propagate_forward_time: 13.8784637451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045103073
validation[          , genome  6882] predictions:    9744/  10000 (97.44%), best:    9795/10000 (97.95%), error:       851.81787, best error:       699.03198 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 177.1315460205s, input_fired_time: 2.0956590176, output_fired_time: 1.5466452837, propagate_forward_time: 69.1912536621, propagate_backward_time: 100.9794464111, weight_update_time: 0.1633329988, other_time: 3.3185424805
epoch time: 14.6659278870s, input_fired_time: 0.2351999879, output_fired_time: 0.0000000000, propagate_forward_time: 13.8305358887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001920700
validation[          , genome  6882] predictions:    9731/  10000 (97.31%), best:    9795/10000 (97.95%), error:       872.35657, best error:       699.03198 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 177.3628234863s, input_fired_time: 2.1035771370, output_fired_time: 1.5438126326, propagate_forward_time: 69.2017593384, propagate_backward_time: 101.1857070923, weight_update_time: 0.1645996571, other_time: 3.3279724121
epoch time: 14.7237720490s, input_fired_time: 0.2320397049, output_fired_time: 0.0000000000, propagate_forward_time: 13.8874855042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042470932
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       748.39697, best error:       699.03198 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 177.9408569336s, input_fired_time: 2.1084291935, output_fired_time: 1.5527608395, propagate_forward_time: 69.3983612061, propagate_backward_time: 101.5425567627, weight_update_time: 0.1648662686, other_time: 3.3387451172
epoch time: 14.7269945145s, input_fired_time: 0.2334836423, output_fired_time: 0.0000000000, propagate_forward_time: 13.8878011703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057100296
validation[          , genome  6882] predictions:    9749/  10000 (97.49%), best:    9795/10000 (97.95%), error:       806.11255, best error:       699.03198 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 177.8983917236s, input_fired_time: 2.1090009212, output_fired_time: 1.5524301529, propagate_forward_time: 69.4150314331, propagate_backward_time: 101.4914627075, weight_update_time: 0.1649213284, other_time: 3.3304748535
epoch time: 14.7399940491s, input_fired_time: 0.2375978082, output_fired_time: 0.0000000000, propagate_forward_time: 13.8963174820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060791016
validation[          , genome  6882] predictions:    9745/  10000 (97.45%), best:    9795/10000 (97.95%), error:       850.43402, best error:       699.03198 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 177.9244079590s, input_fired_time: 2.0979311466, output_fired_time: 1.5490320921, propagate_forward_time: 69.4655990601, propagate_backward_time: 101.4662933350, weight_update_time: 0.1651274413, other_time: 3.3455581665
epoch time: 14.7393741608s, input_fired_time: 0.2339580655, output_fired_time: 0.0000000000, propagate_forward_time: 13.8999156952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055002213
validation[          , genome  6882] predictions:    9756/  10000 (97.56%), best:    9795/10000 (97.95%), error:       831.46472, best error:       699.03198 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 177.6580810547s, input_fired_time: 2.1029405594, output_fired_time: 1.5513513088, propagate_forward_time: 69.3075332642, propagate_backward_time: 101.3621826172, weight_update_time: 0.1649687588, other_time: 3.3340835571
epoch time: 14.6904067993s, input_fired_time: 0.2359790355, output_fired_time: 0.0000000000, propagate_forward_time: 13.8537921906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006355286
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       745.64911, best error:       699.03198 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 177.5921630859s, input_fired_time: 2.0988233089, output_fired_time: 1.5468539000, propagate_forward_time: 69.3058319092, propagate_backward_time: 101.3125915527, weight_update_time: 0.1648585200, other_time: 3.3280639648
epoch time: 14.7134494781s, input_fired_time: 0.2366112918, output_fired_time: 0.0000000000, propagate_forward_time: 13.8708705902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059675217
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       788.08588, best error:       699.03198 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 177.2296142578s, input_fired_time: 2.1075842381, output_fired_time: 1.5425527096, propagate_forward_time: 69.0984420776, propagate_backward_time: 101.1435775757, weight_update_time: 0.1644238532, other_time: 3.3374481201
epoch time: 14.6192569733s, input_fired_time: 0.2362690419, output_fired_time: 0.0000000000, propagate_forward_time: 13.7793540955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6036338806
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       731.86438, best error:       699.03198 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 178.0401611328s, input_fired_time: 2.1142044067, output_fired_time: 1.5528706312, propagate_forward_time: 69.3487472534, propagate_backward_time: 101.6814804077, weight_update_time: 0.1650300771, other_time: 3.3428649902
epoch time: 14.7246475220s, input_fired_time: 0.2377014607, output_fired_time: 0.0000000000, propagate_forward_time: 13.8802824020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066637039
validation[          , genome  6882] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       806.58331, best error:       699.03198 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 177.3649749756s, input_fired_time: 2.1073329449, output_fired_time: 1.5504040718, propagate_forward_time: 69.2012329102, propagate_backward_time: 101.1622161865, weight_update_time: 0.1640448868, other_time: 3.3437957764
epoch time: 14.7315673828s, input_fired_time: 0.2385592759, output_fired_time: 0.0000000000, propagate_forward_time: 13.8871660233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058416367
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       692.21375, best error:       692.21375 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 177.9013366699s, input_fired_time: 2.1072218418, output_fired_time: 1.5504601002, propagate_forward_time: 69.4615936279, propagate_backward_time: 101.4461364746, weight_update_time: 0.1650599688, other_time: 3.3359222412
epoch time: 14.7454156876s, input_fired_time: 0.2373138815, output_fired_time: 0.0000000000, propagate_forward_time: 13.9009313583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071701050
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       735.50342, best error:       692.21375 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 177.6544189453s, input_fired_time: 2.1062474251, output_fired_time: 1.5473198891, propagate_forward_time: 69.3952865601, propagate_backward_time: 101.2658386230, weight_update_time: 0.1642013043, other_time: 3.3397293091
epoch time: 14.7226858139s, input_fired_time: 0.2377387583, output_fired_time: 0.0000000000, propagate_forward_time: 13.8797731400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051740646
validation[          , genome  6882] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       691.93738, best error:       691.93738 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 176.9976043701s, input_fired_time: 2.1017422676, output_fired_time: 1.5381224155, propagate_forward_time: 69.1186294556, propagate_backward_time: 100.8929595947, weight_update_time: 0.1633433700, other_time: 3.3461532593
epoch time: 14.7139730453s, input_fired_time: 0.2377559990, output_fired_time: 0.0000000000, propagate_forward_time: 13.8697204590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064968109
validation[          , genome  6882] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       753.18408, best error:       691.93738 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 174.1947021484s, input_fired_time: 2.0839064121, output_fired_time: 1.5238685608, propagate_forward_time: 67.9396362305, propagate_backward_time: 99.3520660400, weight_update_time: 0.1615973413, other_time: 3.2952270508
epoch time: 14.6787424088s, input_fired_time: 0.2371482402, output_fired_time: 0.0000000000, propagate_forward_time: 13.8057546616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358394623
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       726.42688, best error:       691.93738 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 177.2372436523s, input_fired_time: 2.1163516045, output_fired_time: 1.5478034019, propagate_forward_time: 69.0899734497, propagate_backward_time: 101.1671600342, weight_update_time: 0.1638380140, other_time: 3.3159561157
epoch time: 14.3374910355s, input_fired_time: 0.2335196435, output_fired_time: 0.0000000000, propagate_forward_time: 13.5108652115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931062698
validation[          , genome  6882] predictions:    9795/  10000 (97.95%), best:    9803/10000 (98.03%), error:       707.87866, best error:       691.93738 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 176.5433349609s, input_fired_time: 2.1036024094, output_fired_time: 1.5435732603, propagate_forward_time: 68.8891677856, propagate_backward_time: 100.6909561157, weight_update_time: 0.1635870486, other_time: 3.3160247803
epoch time: 14.3105287552s, input_fired_time: 0.2332571149, output_fired_time: 0.0000000000, propagate_forward_time: 13.4846611023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5926103592
validation[          , genome  6882] predictions:    9749/  10000 (97.49%), best:    9803/10000 (98.03%), error:       904.13312, best error:       691.93738 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 176.3959808350s, input_fired_time: 2.0957634449, output_fired_time: 1.5333486795, propagate_forward_time: 68.8196105957, propagate_backward_time: 100.6378784180, weight_update_time: 0.1633703560, other_time: 3.3093719482
epoch time: 14.3344488144s, input_fired_time: 0.2341654152, output_fired_time: 0.0000000000, propagate_forward_time: 13.5049629211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953207016
validation[          , genome  6882] predictions:    9784/  10000 (97.84%), best:    9803/10000 (98.03%), error:       702.94910, best error:       691.93738 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 174.3802337646s, input_fired_time: 2.0965671539, output_fired_time: 1.5244184732, propagate_forward_time: 68.1307067871, propagate_backward_time: 99.3287582397, weight_update_time: 0.1612976938, other_time: 3.2997817993
epoch time: 13.9980039597s, input_fired_time: 0.2307395190, output_fired_time: 0.0000000000, propagate_forward_time: 13.1819410324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853233337
validation[          , genome  6882] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       717.48322, best error:       691.93738 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 174.9029998779s, input_fired_time: 2.0908627510, output_fired_time: 1.5251253843, propagate_forward_time: 68.2544021606, propagate_backward_time: 99.7238388062, weight_update_time: 0.1621797532, other_time: 3.3087615967
epoch time: 14.6900300980s, input_fired_time: 0.2387806773, output_fired_time: 0.0000000000, propagate_forward_time: 13.8508892059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003599167
validation[          , genome  6882] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       707.96954, best error:       691.93738 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 173.5991363525s, input_fired_time: 2.0815560818, output_fired_time: 1.5018222332, propagate_forward_time: 67.8855819702, propagate_backward_time: 98.8501815796, weight_update_time: 0.1603410542, other_time: 3.2799987793
epoch time: 14.5694885254s, input_fired_time: 0.2330483496, output_fired_time: 0.0000000000, propagate_forward_time: 13.7434396744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930004120
validation[          , genome  6882] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       760.85358, best error:       691.93738 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 174.5312042236s, input_fired_time: 2.0876140594, output_fired_time: 1.5241584778, propagate_forward_time: 68.0938796997, propagate_backward_time: 99.5312042236, weight_update_time: 0.1614519656, other_time: 3.2943496704
epoch time: 14.6998453140s, input_fired_time: 0.2367429882, output_fired_time: 0.0000000000, propagate_forward_time: 13.8576745987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054277420
validation[          , genome  6882] predictions:    9772/  10000 (97.72%), best:    9803/10000 (98.03%), error:       759.77734, best error:       691.93738 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 177.1837158203s, input_fired_time: 2.1055057049, output_fired_time: 1.5388587713, propagate_forward_time: 69.2008972168, propagate_backward_time: 100.9961700439, weight_update_time: 0.1633771211, other_time: 3.3422851562
epoch time: 14.6427774429s, input_fired_time: 0.2385867536, output_fired_time: 0.0000000000, propagate_forward_time: 13.8024244308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017665863
validation[          , genome  6882] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       682.30780, best error:       682.30780 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 174.4231262207s, input_fired_time: 2.0893173218, output_fired_time: 1.5190416574, propagate_forward_time: 68.0660476685, propagate_backward_time: 99.4590225220, weight_update_time: 0.1616350412, other_time: 3.2896881104
epoch time: 14.6996002197s, input_fired_time: 0.2385118902, output_fired_time: 0.0000000000, propagate_forward_time: 13.8614463806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996417999
validation[          , genome  6882] predictions:    9747/  10000 (97.47%), best:    9802/10000 (98.02%), error:       815.79834, best error:       682.30780 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 177.4001159668s, input_fired_time: 2.1202421188, output_fired_time: 1.5458003283, propagate_forward_time: 69.1841583252, propagate_backward_time: 101.2436370850, weight_update_time: 0.1638666093, other_time: 3.3062744141
epoch time: 14.3743276596s, input_fired_time: 0.2326439768, output_fired_time: 0.0000000000, propagate_forward_time: 13.5479679108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937156677
validation[          , genome  6882] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       803.74274, best error:       682.30780 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 172.4368896484s, input_fired_time: 2.0737268925, output_fired_time: 1.5001003742, propagate_forward_time: 67.3298721313, propagate_backward_time: 98.2686843872, weight_update_time: 0.1599215120, other_time: 3.2644958496
epoch time: 13.8903570175s, input_fired_time: 0.2281974256, output_fired_time: 0.0000000000, propagate_forward_time: 13.0837059021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784540176
validation[          , genome  6882] predictions:    9735/  10000 (97.35%), best:    9802/10000 (98.02%), error:       903.66968, best error:       682.30780 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 170.9228820801s, input_fired_time: 2.0682806969, output_fired_time: 1.4909802675, propagate_forward_time: 66.7024459839, propagate_backward_time: 97.4099655151, weight_update_time: 0.1583431810, other_time: 3.2512054443
epoch time: 14.6957197189s, input_fired_time: 0.2367938161, output_fired_time: 0.0000000000, propagate_forward_time: 13.8526849747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6062412262
validation[          , genome  6882] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       711.99377, best error:       682.30780 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 177.4390869141s, input_fired_time: 2.1308186054, output_fired_time: 1.5517691374, propagate_forward_time: 69.1462783813, propagate_backward_time: 101.2680740356, weight_update_time: 0.1640105993, other_time: 3.3421478271
epoch time: 14.7189950943s, input_fired_time: 0.2410366237, output_fired_time: 0.0000000000, propagate_forward_time: 13.8722305298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057281494
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       742.61438, best error:       682.30780 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 177.6558837891s, input_fired_time: 2.1269664764, output_fired_time: 1.5480866432, propagate_forward_time: 69.3413772583, propagate_backward_time: 101.3150558472, weight_update_time: 0.1642989516, other_time: 3.3244018555
epoch time: 14.7231807709s, input_fired_time: 0.2370744050, output_fired_time: 0.0000000000, propagate_forward_time: 13.8834505081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026554108
validation[          , genome  6882] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       689.39612, best error:       682.30780 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 177.7481842041s, input_fired_time: 2.1267910004, output_fired_time: 1.5505801439, propagate_forward_time: 69.3329086304, propagate_backward_time: 101.4172058105, weight_update_time: 0.1643771529, other_time: 3.3207015991
epoch time: 14.7187767029s, input_fired_time: 0.2403595299, output_fired_time: 0.0000000000, propagate_forward_time: 13.8748331070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035842896
validation[          , genome  6882] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       660.38129, best error:       660.38129 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 178.0281372070s, input_fired_time: 2.1249835491, output_fired_time: 1.5582160950, propagate_forward_time: 69.3847351074, propagate_backward_time: 101.6308135986, weight_update_time: 0.1647013426, other_time: 3.3293914795
epoch time: 14.6297330856s, input_fired_time: 0.2342429906, output_fired_time: 0.0000000000, propagate_forward_time: 13.7943553925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6011343002
validation[          , genome  6882] predictions:    9723/  10000 (97.23%), best:    9802/10000 (98.02%), error:       900.67065, best error:       660.38129 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 177.5154418945s, input_fired_time: 2.1142759323, output_fired_time: 1.5454239845, propagate_forward_time: 69.2964782715, propagate_backward_time: 101.2370681763, weight_update_time: 0.1650008261, other_time: 3.3221969604
epoch time: 14.7287120819s, input_fired_time: 0.2358961403, output_fired_time: 0.0000000000, propagate_forward_time: 13.8878526688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6049633026
validation[          , genome  6882] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       678.21887, best error:       660.38129 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.8139495850s, input_fired_time: 2.1274113655, output_fired_time: 1.5513879061, propagate_forward_time: 69.3826980591, propagate_backward_time: 101.4115600586, weight_update_time: 0.1648931652, other_time: 3.3408889771
epoch time: 14.7354822159s, input_fired_time: 0.2410045564, output_fired_time: 0.0000000000, propagate_forward_time: 13.8879652023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065120697
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       674.65466, best error:       660.38129 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 177.9029388428s, input_fired_time: 2.1237924099, output_fired_time: 1.5560771227, propagate_forward_time: 69.3522567749, propagate_backward_time: 101.5319061279, weight_update_time: 0.1648093462, other_time: 3.3389053345
epoch time: 14.7242889404s, input_fired_time: 0.2376837432, output_fired_time: 0.0000000000, propagate_forward_time: 13.8796319962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069736481
validation[          , genome  6882] predictions:    9712/  10000 (97.12%), best:    9802/10000 (98.02%), error:       950.71259, best error:       660.38129 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 177.4673614502s, input_fired_time: 2.1240167618, output_fired_time: 1.5562679768, propagate_forward_time: 69.0917892456, propagate_backward_time: 101.3552932739, weight_update_time: 0.1653526723, other_time: 3.3399810791
epoch time: 14.7106037140s, input_fired_time: 0.2411789894, output_fired_time: 0.0000000000, propagate_forward_time: 13.8632450104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061801910
validation[          , genome  6882] predictions:    9804/  10000 (98.04%), best:    9802/10000 (98.02%), error:       687.44586, best error:       660.38129 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 177.2668914795s, input_fired_time: 2.1306819916, output_fired_time: 1.5485957861, propagate_forward_time: 69.0899047852, propagate_backward_time: 101.1570281982, weight_update_time: 0.1646513641, other_time: 3.3406829834
epoch time: 14.6888790131s, input_fired_time: 0.2385121882, output_fired_time: 0.0000000000, propagate_forward_time: 13.8363847733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139822006
validation[          , genome  6882] predictions:    9762/  10000 (97.62%), best:    9802/10000 (98.02%), error:       792.05377, best error:       660.38129 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 177.4593353271s, input_fired_time: 2.1218435764, output_fired_time: 1.5481932163, propagate_forward_time: 69.3264312744, propagate_backward_time: 101.1397933960, weight_update_time: 0.1633965373, other_time: 3.3230819702
epoch time: 14.7162799835s, input_fired_time: 0.2414473295, output_fired_time: 0.0000000000, propagate_forward_time: 13.8683538437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064786911
validation[          , genome  6882] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       722.51746, best error:       660.38129 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 177.1656646729s, input_fired_time: 2.1227829456, output_fired_time: 1.5423961878, propagate_forward_time: 69.0936355591, propagate_backward_time: 101.0787963867, weight_update_time: 0.1638927162, other_time: 3.3280563354
epoch time: 14.4708414078s, input_fired_time: 0.2379193306, output_fired_time: 0.0000000000, propagate_forward_time: 13.6382274628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5946941376
validation[          , genome  6882] predictions:    9814/  10000 (98.14%), best:    9802/10000 (98.02%), error:       671.34601, best error:       660.38129 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 175.1659393311s, input_fired_time: 2.1099140644, output_fired_time: 1.5386451483, propagate_forward_time: 68.3381652832, propagate_backward_time: 99.8641738892, weight_update_time: 0.1622411609, other_time: 3.3150405884
epoch time: 14.4851512909s, input_fired_time: 0.2357564121, output_fired_time: 0.0000000000, propagate_forward_time: 13.6515073776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978870392
validation[          , genome  6882] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       655.97266, best error:       655.97266 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 173.9180755615s, input_fired_time: 2.0933444500, output_fired_time: 1.5145677328, propagate_forward_time: 67.9741973877, propagate_backward_time: 99.0377578735, weight_update_time: 0.1605697423, other_time: 3.2982101440
epoch time: 14.7093000412s, input_fired_time: 0.2381353676, output_fired_time: 0.0000000000, propagate_forward_time: 13.8665971756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045675278
validation[          , genome  6882] predictions:    9749/  10000 (97.49%), best:    9808/10000 (98.08%), error:       831.79980, best error:       655.97266 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 176.1905822754s, input_fired_time: 2.1209700108, output_fired_time: 1.5367527008, propagate_forward_time: 68.8040847778, propagate_backward_time: 100.3991775513, weight_update_time: 0.1629690081, other_time: 3.3295898438
epoch time: 14.6352615356s, input_fired_time: 0.2370330840, output_fired_time: 0.0000000000, propagate_forward_time: 13.7931718826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050567627
validation[          , genome  6882] predictions:    9698/  10000 (96.98%), best:    9808/10000 (98.08%), error:       926.59186, best error:       655.97266 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 176.4252319336s, input_fired_time: 2.1171517372, output_fired_time: 1.5379328728, propagate_forward_time: 68.8807907104, propagate_backward_time: 100.5571594238, weight_update_time: 0.1632822901, other_time: 3.3321914673
epoch time: 14.7056713104s, input_fired_time: 0.2406626642, output_fired_time: 0.0000000000, propagate_forward_time: 13.8662471771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987615585
validation[          , genome  6882] predictions:    9794/  10000 (97.94%), best:    9808/10000 (98.08%), error:       675.85065, best error:       655.97266 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 177.2998352051s, input_fired_time: 2.1315548420, output_fired_time: 1.5443055630, propagate_forward_time: 69.2506103516, propagate_backward_time: 101.0406417847, weight_update_time: 0.1635097116, other_time: 3.3327102661
epoch time: 14.7224817276s, input_fired_time: 0.2430591136, output_fired_time: 0.0000000000, propagate_forward_time: 13.8761253357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032972336
validation[          , genome  6882] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       643.01471, best error:       643.01471 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 177.0104522705s, input_fired_time: 2.1306805611, output_fired_time: 1.5425900221, propagate_forward_time: 69.0895004272, propagate_backward_time: 100.9246368408, weight_update_time: 0.1635941714, other_time: 3.3230514526
epoch time: 14.5698328018s, input_fired_time: 0.2420319617, output_fired_time: 0.0000000000, propagate_forward_time: 13.7267541885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010465622
validation[          , genome  6882] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       732.38098, best error:       643.01471 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 176.7653503418s, input_fired_time: 2.1279270649, output_fired_time: 1.5405991077, propagate_forward_time: 68.9738159180, propagate_backward_time: 100.7959060669, weight_update_time: 0.1634363979, other_time: 3.3270950317
epoch time: 14.7244644165s, input_fired_time: 0.2408635169, output_fired_time: 0.0000000000, propagate_forward_time: 13.8790969849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045036316
validation[          , genome  6882] predictions:    9800/  10000 (98.00%), best:    9805/10000 (98.05%), error:       679.88586, best error:       643.01471 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 176.5014953613s, input_fired_time: 2.1236834526, output_fired_time: 1.5374509096, propagate_forward_time: 68.9035186768, propagate_backward_time: 100.6185379028, weight_update_time: 0.1636493355, other_time: 3.3183059692
epoch time: 14.6529474258s, input_fired_time: 0.2376008928, output_fired_time: 0.0000000000, propagate_forward_time: 13.8132915497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020545959
validation[          , genome  6882] predictions:    9761/  10000 (97.61%), best:    9805/10000 (98.05%), error:       808.45410, best error:       643.01471 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 175.7670288086s, input_fired_time: 2.1113023758, output_fired_time: 1.5324976444, propagate_forward_time: 68.6390533447, propagate_backward_time: 100.1664352417, weight_update_time: 0.1625707448, other_time: 3.3177413940
epoch time: 14.7197980881s, input_fired_time: 0.2399775535, output_fired_time: 0.0000000000, propagate_forward_time: 13.8734378815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063823700
validation[          , genome  6882] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       734.57684, best error:       643.01471 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 174.1634674072s, input_fired_time: 2.0956516266, output_fired_time: 1.5085724592, propagate_forward_time: 68.0445938110, propagate_backward_time: 99.1878967285, weight_update_time: 0.1606741101, other_time: 3.3267440796
epoch time: 14.6649112701s, input_fired_time: 0.2395714074, output_fired_time: 0.0000000000, propagate_forward_time: 13.8227605820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025791168
validation[          , genome  6882] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       687.98547, best error:       643.01471 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 174.5804138184s, input_fired_time: 2.1091082096, output_fired_time: 1.5293755531, propagate_forward_time: 68.0982055664, propagate_backward_time: 99.5218353271, weight_update_time: 0.1621248573, other_time: 3.3218841553
epoch time: 14.7452173233s, input_fired_time: 0.2415630817, output_fired_time: 0.0000000000, propagate_forward_time: 13.8975162506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061382294
validation[          , genome  6882] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       702.99695, best error:       643.01471 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 177.2424621582s, input_fired_time: 2.1141371727, output_fired_time: 1.5336738825, propagate_forward_time: 69.2856903076, propagate_backward_time: 100.9915542603, weight_update_time: 0.1634116471, other_time: 3.3174057007
epoch time: 14.6933174133s, input_fired_time: 0.2404582649, output_fired_time: 0.0000000000, propagate_forward_time: 13.8507251740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6021337509
validation[          , genome  6882] predictions:    9807/  10000 (98.07%), best:    9805/10000 (98.05%), error:       664.61694, best error:       643.01471 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 177.1424865723s, input_fired_time: 2.1178112030, output_fired_time: 1.5332461596, propagate_forward_time: 69.2233810425, propagate_backward_time: 100.9432296753, weight_update_time: 0.1632517427, other_time: 3.3248138428
epoch time: 14.7003107071s, input_fired_time: 0.2399569154, output_fired_time: 0.0000000000, propagate_forward_time: 13.8634328842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969209671
validation[          , genome  6882] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       811.07904, best error:       643.01471 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 177.3858337402s, input_fired_time: 2.1347916126, output_fired_time: 1.5391563177, propagate_forward_time: 69.2835311890, propagate_backward_time: 101.0979232788, weight_update_time: 0.1634471267, other_time: 3.3304290771
epoch time: 14.7260179520s, input_fired_time: 0.2432949543, output_fired_time: 0.0000000000, propagate_forward_time: 13.8789043427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038188934
validation[          , genome  6882] predictions:    9759/  10000 (97.59%), best:    9805/10000 (98.05%), error:       786.60156, best error:       643.01471 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 177.0270080566s, input_fired_time: 2.1359627247, output_fired_time: 1.5363527536, propagate_forward_time: 69.1567077637, propagate_backward_time: 100.8650665283, weight_update_time: 0.1635681093, other_time: 3.3329315186
epoch time: 14.6534099579s, input_fired_time: 0.2424457073, output_fired_time: 0.0000000000, propagate_forward_time: 13.8062353134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047286987
validation[          , genome  6882] predictions:    9792/  10000 (97.92%), best:    9805/10000 (98.05%), error:       715.57642, best error:       643.01471 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 177.2728881836s, input_fired_time: 2.1389241219, output_fired_time: 1.5420665741, propagate_forward_time: 69.1533889771, propagate_backward_time: 101.1110916138, weight_update_time: 0.1643639803, other_time: 3.3274078369
epoch time: 14.7380714417s, input_fired_time: 0.2435310781, output_fired_time: 0.0000000000, propagate_forward_time: 13.8903284073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042118073
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       760.14386, best error:       643.01471 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 177.7999725342s, input_fired_time: 2.1438596249, output_fired_time: 1.5487992764, propagate_forward_time: 69.3269271851, propagate_backward_time: 101.4578933716, weight_update_time: 0.1647299379, other_time: 3.3224945068
epoch time: 14.7086706161s, input_fired_time: 0.2417018712, output_fired_time: 0.0000000000, propagate_forward_time: 13.8652143478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017541885
validation[          , genome  6882] predictions:    9755/  10000 (97.55%), best:    9805/10000 (98.05%), error:       815.94818, best error:       643.01471 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 177.7180786133s, input_fired_time: 2.1355197430, output_fired_time: 1.5324330330, propagate_forward_time: 69.2389450073, propagate_backward_time: 101.4729919434, weight_update_time: 0.1643731445, other_time: 3.3381881714
epoch time: 14.7384567261s, input_fired_time: 0.2432610542, output_fired_time: 0.0000000000, propagate_forward_time: 13.8865480423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6086473465
validation[          , genome  6882] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       677.30621, best error:       643.01471 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 177.6686401367s, input_fired_time: 2.1516239643, output_fired_time: 1.5455801487, propagate_forward_time: 69.3652496338, propagate_backward_time: 101.2578659058, weight_update_time: 0.1641265750, other_time: 3.3483200073
epoch time: 14.7567300797s, input_fired_time: 0.2451865524, output_fired_time: 0.0000000000, propagate_forward_time: 13.8998126984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6117305756
validation[          , genome  6882] predictions:    9814/  10000 (98.14%), best:    9805/10000 (98.05%), error:       673.86469, best error:       643.01471 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 177.7834014893s, input_fired_time: 2.1511538029, output_fired_time: 1.5440298319, propagate_forward_time: 69.4228515625, propagate_backward_time: 101.3159408569, weight_update_time: 0.1641064584, other_time: 3.3494186401
epoch time: 14.7003412247s, input_fired_time: 0.2425584942, output_fired_time: 0.0000000000, propagate_forward_time: 13.8640146255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937681198
validation[          , genome  6882] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       774.64252, best error:       643.01471 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 177.9602050781s, input_fired_time: 2.1475472450, output_fired_time: 1.5514072180, propagate_forward_time: 69.4519729614, propagate_backward_time: 101.4801025391, weight_update_time: 0.1644545645, other_time: 3.3291702271
epoch time: 14.7491369247s, input_fired_time: 0.2452785969, output_fired_time: 0.0000000000, propagate_forward_time: 13.8990192413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048393250
validation[          , genome  6882] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       625.64258, best error:       625.64258 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 177.9210662842s, input_fired_time: 2.1451909542, output_fired_time: 1.5472834110, propagate_forward_time: 69.4483642578, propagate_backward_time: 101.4560394287, weight_update_time: 0.1647196710, other_time: 3.3241882324
epoch time: 14.7392024994s, input_fired_time: 0.2396656275, output_fired_time: 0.0000000000, propagate_forward_time: 13.8970346451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025018692
validation[          , genome  6882] predictions:    9807/  10000 (98.07%), best:    9822/10000 (98.22%), error:       691.84943, best error:       625.64258 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 177.9051971436s, input_fired_time: 2.1316745281, output_fired_time: 1.5474958420, propagate_forward_time: 69.4502487183, propagate_backward_time: 101.4552078247, weight_update_time: 0.1649764925, other_time: 3.3205718994
epoch time: 14.7378454208s, input_fired_time: 0.2435134649, output_fired_time: 0.0000000000, propagate_forward_time: 13.8900899887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042423248
validation[          , genome  6882] predictions:    9770/  10000 (97.70%), best:    9822/10000 (98.22%), error:       803.81293, best error:       625.64258 on epoch:    98, 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: 73.6012496948s, input_fired_time: 1.2351119518, output_fired_time: 0.0000000000, propagate_forward_time: 69.3078308105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0583038330
best training[          , genome  6882] predictions:   49839/  50000 (99.68%), best:    9822/10000 (98.22%), error:       885.27881, best error:       625.64258 on epoch:    98, 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: 14.7168264389s, input_fired_time: 0.2434897870, output_fired_time: 0.0000000000, propagate_forward_time: 13.8694372177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038990021
   testing[          , genome  6882] predictions:    9840/  10000 (98.40%), best:    9822/10000 (98.22%), error:       555.50397, best error:       625.64258 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:01:58 (72997): called boinc_finish(0)

</stderr_txt>
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