Nameexact_genome_1512568488_45_7109_0
Workunit2606796
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:57:56 UTC
Report deadline17 Dec 2017, 12:21:57 UTC
Received8 Dec 2017, 17:02:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 4 min 23 sec
CPU time6 hours 0 min 33 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.79 MB
Peak swap size154.19 MB
Peak disk usage2.19 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
888.21198 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 198.8238372803s, input_fired_time: 1.8852899075, output_fired_time: 1.9148652554, propagate_forward_time: 74.5176315308, propagate_backward_time: 116.5551452637, weight_update_time: 0.2741290331, other_time: 3.9509048462
epoch time: 16.0162677765s, input_fired_time: 0.2343836725, output_fired_time: 0.0000000000, propagate_forward_time: 15.0971059799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847782135
validation[          , genome  7109] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       820.77039, best error:       820.77039 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 199.9404907227s, input_fired_time: 1.8962943554, output_fired_time: 1.9285780191, propagate_forward_time: 75.1303558350, propagate_backward_time: 117.0551605225, weight_update_time: 0.2770468295, other_time: 3.9300994873
epoch time: 15.8418321609s, input_fired_time: 0.2365963757, output_fired_time: 0.0000000000, propagate_forward_time: 14.9178256989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874103546
validation[          , genome  7109] predictions:    9731/  10000 (97.31%), best:    9762/10000 (97.62%), error:       855.37451, best error:       820.77039 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 198.7588195801s, input_fired_time: 1.8875845671, output_fired_time: 1.9193720818, propagate_forward_time: 74.1784286499, propagate_backward_time: 116.8107376099, weight_update_time: 0.2773870230, other_time: 3.9626922607
epoch time: 16.0229949951s, input_fired_time: 0.2358033806, output_fired_time: 0.0000000000, propagate_forward_time: 15.1135482788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6736431122
validation[          , genome  7109] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       809.38269, best error:       809.38269 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 197.1270751953s, input_fired_time: 1.8769195080, output_fired_time: 1.9134783745, propagate_forward_time: 73.6538009644, propagate_backward_time: 115.7690124512, weight_update_time: 0.2744135261, other_time: 3.9138565063
epoch time: 15.6111879349s, input_fired_time: 0.2331290990, output_fired_time: 0.0000000000, propagate_forward_time: 14.7108201981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6672382355
validation[          , genome  7109] predictions:    9748/  10000 (97.48%), best:    9756/10000 (97.56%), error:       844.25769, best error:       809.38269 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 197.9669189453s, input_fired_time: 1.8900276423, output_fired_time: 1.9146072865, propagate_forward_time: 74.2744750977, propagate_backward_time: 115.9117431641, weight_update_time: 0.2756357193, other_time: 3.9760589600
epoch time: 14.7800359726s, input_fired_time: 0.2251950204, output_fired_time: 0.0000000000, propagate_forward_time: 13.8836660385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711750031
validation[          , genome  7109] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       800.11115, best error:       800.11115 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 199.2988891602s, input_fired_time: 1.8996263742, output_fired_time: 1.9234004021, propagate_forward_time: 74.7777862549, propagate_backward_time: 116.8055953979, weight_update_time: 0.2782265544, other_time: 3.8924789429
epoch time: 16.0583515167s, input_fired_time: 0.2358497530, output_fired_time: 0.0000000000, propagate_forward_time: 15.1333856583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891164780
validation[          , genome  7109] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       851.80536, best error:       800.11115 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 196.3076324463s, input_fired_time: 1.8735010624, output_fired_time: 1.9038792849, propagate_forward_time: 73.0233840942, propagate_backward_time: 115.6054687500, weight_update_time: 0.2728740275, other_time: 3.9013900757
epoch time: 15.5685625076s, input_fired_time: 0.2320539206, output_fired_time: 0.0000000000, propagate_forward_time: 14.6304063797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061023712
validation[          , genome  7109] predictions:    9655/  10000 (96.55%), best:    9768/10000 (97.68%), error:      1053.48328, best error:       800.11115 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 198.4331970215s, input_fired_time: 1.8925234079, output_fired_time: 1.9167690277, propagate_forward_time: 74.4268188477, propagate_backward_time: 116.2906036377, weight_update_time: 0.2759192884, other_time: 3.9064941406
epoch time: 15.6678457260s, input_fired_time: 0.2325107306, output_fired_time: 0.0000000000, propagate_forward_time: 14.7126245499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7227106094
validation[          , genome  7109] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       810.25079, best error:       800.11115 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 198.0633239746s, input_fired_time: 1.8922134638, output_fired_time: 1.9091038704, propagate_forward_time: 74.2630538940, propagate_backward_time: 116.0888214111, weight_update_time: 0.2751355469, other_time: 3.9101333618
epoch time: 15.9235448837s, input_fired_time: 0.2366680652, output_fired_time: 0.0000000000, propagate_forward_time: 15.0082721710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786050797
validation[          , genome  7109] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       828.16260, best error:       800.11115 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 198.1301116943s, input_fired_time: 1.8860299587, output_fired_time: 1.9058259726, propagate_forward_time: 73.9010314941, propagate_backward_time: 116.5151290894, weight_update_time: 0.2761303484, other_time: 3.9220962524
epoch time: 16.0961818695s, input_fired_time: 0.2360759377, output_fired_time: 0.0000000000, propagate_forward_time: 15.1702537537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898517609
validation[          , genome  7109] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       750.25104, best error:       750.25104 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 197.0698699951s, input_fired_time: 1.8820211887, output_fired_time: 1.9029330015, propagate_forward_time: 73.5240707397, propagate_backward_time: 115.8373413086, weight_update_time: 0.2729633749, other_time: 3.9235000610
epoch time: 15.9518899918s, input_fired_time: 0.2383082211, output_fired_time: 0.0000000000, propagate_forward_time: 15.0142869949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992950439
validation[          , genome  7109] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       763.89252, best error:       750.25104 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 197.3512878418s, input_fired_time: 1.8835796118, output_fired_time: 1.9110394716, propagate_forward_time: 73.8240509033, propagate_backward_time: 115.8772201538, weight_update_time: 0.2745197415, other_time: 3.8554000854
epoch time: 15.1584053040s, input_fired_time: 0.2299066037, output_fired_time: 0.0000000000, propagate_forward_time: 14.2355947495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6929035187
validation[          , genome  7109] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       875.35699, best error:       750.25104 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 198.5310821533s, input_fired_time: 1.8845918179, output_fired_time: 1.9184238911, propagate_forward_time: 74.1656646729, propagate_backward_time: 116.6834106445, weight_update_time: 0.2759574950, other_time: 3.8789825439
epoch time: 16.0374336243s, input_fired_time: 0.2350893170, output_fired_time: 0.0000000000, propagate_forward_time: 15.1017684937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7005758286
validation[          , genome  7109] predictions:    9741/  10000 (97.41%), best:    9777/10000 (97.77%), error:       867.33563, best error:       750.25104 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 196.9925384521s, input_fired_time: 1.8815830946, output_fired_time: 1.9147307873, propagate_forward_time: 73.7592315674, propagate_backward_time: 115.5767059326, weight_update_time: 0.2728824317, other_time: 3.8602905273
epoch time: 15.0399665833s, input_fired_time: 0.2290964127, output_fired_time: 0.0000000000, propagate_forward_time: 14.1192007065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916694641
validation[          , genome  7109] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       812.61108, best error:       750.25104 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 198.3946075439s, input_fired_time: 1.8954659700, output_fired_time: 1.9227057695, propagate_forward_time: 74.4804611206, propagate_backward_time: 116.2257690430, weight_update_time: 0.2753952146, other_time: 3.8702163696
epoch time: 15.9552001953s, input_fired_time: 0.2362277806, output_fired_time: 0.0000000000, propagate_forward_time: 15.0478248596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711473465
validation[          , genome  7109] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       778.13702, best error:       750.25104 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 195.2524566650s, input_fired_time: 1.8765864372, output_fired_time: 1.8759579659, propagate_forward_time: 73.2351913452, propagate_backward_time: 114.4296875000, weight_update_time: 0.2723563015, other_time: 3.8350296021
epoch time: 15.9254856110s, input_fired_time: 0.2364988774, output_fired_time: 0.0000000000, propagate_forward_time: 14.9981422424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908445358
validation[          , genome  7109] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       811.09412, best error:       750.25104 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 199.1530761719s, input_fired_time: 1.8983922005, output_fired_time: 1.9304803610, propagate_forward_time: 74.2761230469, propagate_backward_time: 117.0842361450, weight_update_time: 0.2754081786, other_time: 3.9638442993
epoch time: 16.1781768799s, input_fired_time: 0.2389008552, output_fired_time: 0.0000000000, propagate_forward_time: 15.2060937881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331819534
validation[          , genome  7109] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       759.12482, best error:       750.25104 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 198.2344665527s, input_fired_time: 1.8938251734, output_fired_time: 1.9171839952, propagate_forward_time: 74.1868438721, propagate_backward_time: 116.3547286987, weight_update_time: 0.2764980495, other_time: 3.8818740845
epoch time: 15.9999904633s, input_fired_time: 0.2350448221, output_fired_time: 0.0000000000, propagate_forward_time: 15.0915699005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733760834
validation[          , genome  7109] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       848.94275, best error:       750.25104 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 199.2832946777s, input_fired_time: 1.8983319998, output_fired_time: 1.9215672016, propagate_forward_time: 74.4379425049, propagate_backward_time: 117.0610351563, weight_update_time: 0.2768845260, other_time: 3.9644165039
epoch time: 15.7668361664s, input_fired_time: 0.2358777672, output_fired_time: 0.0000000000, propagate_forward_time: 14.8481807709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827774048
validation[          , genome  7109] predictions:    9694/  10000 (96.94%), best:    9777/10000 (97.77%), error:      1108.11743, best error:       750.25104 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 198.0373535156s, input_fired_time: 1.8996315002, output_fired_time: 1.9123083353, propagate_forward_time: 74.3153152466, propagate_backward_time: 115.9842681885, weight_update_time: 0.2745132148, other_time: 3.9258346558
epoch time: 15.7010755539s, input_fired_time: 0.2350835502, output_fired_time: 0.0000000000, propagate_forward_time: 14.7305316925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7354602814
validation[          , genome  7109] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       792.24750, best error:       750.25104 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 197.8905792236s, input_fired_time: 1.8975268602, output_fired_time: 1.9118440151, propagate_forward_time: 74.0551681519, propagate_backward_time: 116.0902862549, weight_update_time: 0.2749410570, other_time: 3.9357528687
epoch time: 16.0544147491s, input_fired_time: 0.2406357527, output_fired_time: 0.0000000000, propagate_forward_time: 15.1042537689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7095251083
validation[          , genome  7109] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       738.54407, best error:       738.54407 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 196.9165496826s, input_fired_time: 1.8887740374, output_fired_time: 1.9075206518, propagate_forward_time: 73.5437850952, propagate_backward_time: 115.6362609863, weight_update_time: 0.2753416300, other_time: 3.9402084351
epoch time: 15.2546510696s, input_fired_time: 0.2332381904, output_fired_time: 0.0000000000, propagate_forward_time: 14.3222446442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6991682053
validation[          , genome  7109] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       731.78265, best error:       731.78265 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 195.8133697510s, input_fired_time: 1.8842076063, output_fired_time: 1.8970040083, propagate_forward_time: 73.2026748657, propagate_backward_time: 114.8983001709, weight_update_time: 0.2726633847, other_time: 3.9311904907
epoch time: 15.5002946854s, input_fired_time: 0.2334318161, output_fired_time: 0.0000000000, propagate_forward_time: 14.5714406967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6954221725
validation[          , genome  7109] predictions:    9742/  10000 (97.42%), best:    9783/10000 (97.83%), error:       858.17572, best error:       731.78265 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 193.4382476807s, input_fired_time: 1.8758285046, output_fired_time: 1.8681118488, propagate_forward_time: 72.3291015625, propagate_backward_time: 113.5221328735, weight_update_time: 0.2699609697, other_time: 3.8430709839
epoch time: 15.9050750732s, input_fired_time: 0.2372802496, output_fired_time: 0.0000000000, propagate_forward_time: 14.9521932602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156019211
validation[          , genome  7109] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       816.38623, best error:       731.78265 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 198.4057464600s, input_fired_time: 1.9014064074, output_fired_time: 1.9236195087, propagate_forward_time: 74.2617950439, propagate_backward_time: 116.4020538330, weight_update_time: 0.2749592960, other_time: 3.9168701172
epoch time: 15.1727819443s, input_fired_time: 0.2310116440, output_fired_time: 0.0000000000, propagate_forward_time: 14.2402839661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014865875
validation[          , genome  7109] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       833.04431, best error:       731.78265 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 201.8310852051s, input_fired_time: 1.9119944572, output_fired_time: 1.9511595964, propagate_forward_time: 75.5541229248, propagate_backward_time: 118.4617004395, weight_update_time: 0.2797118425, other_time: 3.9521179199
epoch time: 15.5749120712s, input_fired_time: 0.2366974652, output_fired_time: 0.0000000000, propagate_forward_time: 14.6520051956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862096786
validation[          , genome  7109] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       805.41663, best error:       731.78265 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 199.3802795410s, input_fired_time: 1.9140212536, output_fired_time: 1.9327533245, propagate_forward_time: 74.8956527710, propagate_backward_time: 116.7452087402, weight_update_time: 0.2773252130, other_time: 3.8926467896
epoch time: 15.9419250488s, input_fired_time: 0.2409393638, output_fired_time: 0.0000000000, propagate_forward_time: 15.0051898956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6957960129
validation[          , genome  7109] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       792.15076, best error:       731.78265 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 198.7675018311s, input_fired_time: 1.9038672447, output_fired_time: 1.9194953442, propagate_forward_time: 74.2908782959, propagate_backward_time: 116.7183990479, weight_update_time: 0.2766293287, other_time: 3.9348602295
epoch time: 15.3404808044s, input_fired_time: 0.2329843044, output_fired_time: 0.0000000000, propagate_forward_time: 14.4168767929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906194687
validation[          , genome  7109] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       708.57233, best error:       708.57233 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 198.9084167480s, input_fired_time: 1.9070405960, output_fired_time: 1.9101700783, propagate_forward_time: 74.3452148438, propagate_backward_time: 116.8754196167, weight_update_time: 0.2772455513, other_time: 3.8705673218
epoch time: 15.9357194901s, input_fired_time: 0.2386848629, output_fired_time: 0.0000000000, propagate_forward_time: 15.0095262527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875085831
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9802/10000 (98.02%), error:       723.63367, best error:       708.57233 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 196.4432983398s, input_fired_time: 1.8912417889, output_fired_time: 1.8920671940, propagate_forward_time: 73.3333206177, propagate_backward_time: 115.3793563843, weight_update_time: 0.2742937505, other_time: 3.9473114014
epoch time: 16.0852966309s, input_fired_time: 0.2395676821, output_fired_time: 0.0000000000, propagate_forward_time: 15.1683368683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773920059
validation[          , genome  7109] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       757.83789, best error:       708.57233 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 196.1258697510s, input_fired_time: 1.8922648430, output_fired_time: 1.8975901604, propagate_forward_time: 73.3267364502, propagate_backward_time: 115.1124801636, weight_update_time: 0.2747745812, other_time: 3.8968124390
epoch time: 15.8261413574s, input_fired_time: 0.2387386709, output_fired_time: 0.0000000000, propagate_forward_time: 14.8223352432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7650671005
validation[          , genome  7109] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       738.14471, best error:       708.57233 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 194.1252441406s, input_fired_time: 1.8820035458, output_fired_time: 1.8754222393, propagate_forward_time: 72.6157379150, propagate_backward_time: 113.8869400024, weight_update_time: 0.2715788484, other_time: 3.8651351929
epoch time: 15.9692411423s, input_fired_time: 0.2396019846, output_fired_time: 0.0000000000, propagate_forward_time: 15.0322875977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973514557
validation[          , genome  7109] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       658.23212, best error:       658.23212 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 197.9131927490s, input_fired_time: 1.9002051353, output_fired_time: 1.9183511734, propagate_forward_time: 74.0887908936, propagate_backward_time: 116.1576538086, weight_update_time: 0.2736673355, other_time: 3.8481903076
epoch time: 16.1304740906s, input_fired_time: 0.2424713373, output_fired_time: 0.0000000000, propagate_forward_time: 15.1750574112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7129449844
validation[          , genome  7109] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       674.38983, best error:       658.23212 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 197.9338378906s, input_fired_time: 1.8977814913, output_fired_time: 1.9128580093, propagate_forward_time: 73.9082412720, propagate_backward_time: 116.3137054443, weight_update_time: 0.2757237554, other_time: 3.9012527466
epoch time: 15.6934127808s, input_fired_time: 0.2381670773, output_fired_time: 0.0000000000, propagate_forward_time: 14.7722778320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829681396
validation[          , genome  7109] predictions:    9761/  10000 (97.61%), best:    9806/10000 (98.06%), error:       802.29718, best error:       658.23212 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 198.0338134766s, input_fired_time: 1.9100942612, output_fired_time: 1.9106248617, propagate_forward_time: 74.2941665649, propagate_backward_time: 115.9942550659, weight_update_time: 0.2758275867, other_time: 3.9246673584
epoch time: 15.8662099838s, input_fired_time: 0.2391696423, output_fired_time: 0.0000000000, propagate_forward_time: 14.9308671951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961727142
validation[          , genome  7109] predictions:    9770/  10000 (97.70%), best:    9806/10000 (98.06%), error:       770.46387, best error:       658.23212 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 196.7052001953s, input_fired_time: 1.8999617100, output_fired_time: 1.9014371634, propagate_forward_time: 73.4760742188, propagate_backward_time: 115.5284957886, weight_update_time: 0.2725328803, other_time: 3.8992233276
epoch time: 15.5998907089s, input_fired_time: 0.2360179573, output_fired_time: 0.0000000000, propagate_forward_time: 14.6805324554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833400726
validation[          , genome  7109] predictions:    9776/  10000 (97.76%), best:    9806/10000 (98.06%), error:       734.78876, best error:       658.23212 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 197.7086791992s, input_fired_time: 1.9004920721, output_fired_time: 1.9129889011, propagate_forward_time: 73.8933639526, propagate_backward_time: 116.0296783447, weight_update_time: 0.2741031051, other_time: 3.9721450806
epoch time: 16.0688247681s, input_fired_time: 0.2408583909, output_fired_time: 0.0000000000, propagate_forward_time: 15.1248159409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031507492
validation[          , genome  7109] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       737.24036, best error:       658.23212 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 194.1062164307s, input_fired_time: 1.8876234293, output_fired_time: 1.8781056404, propagate_forward_time: 72.5841369629, propagate_backward_time: 113.8917465210, weight_update_time: 0.2706817389, other_time: 3.8646011353
epoch time: 16.3672962189s, input_fired_time: 0.2418364733, output_fired_time: 0.0000000000, propagate_forward_time: 15.4403791428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850805283
validation[          , genome  7109] predictions:    9759/  10000 (97.59%), best:    9806/10000 (98.06%), error:       750.11188, best error:       658.23212 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 197.9257202148s, input_fired_time: 1.9072148800, output_fired_time: 1.9139764309, propagate_forward_time: 73.7429962158, propagate_backward_time: 116.3757247925, weight_update_time: 0.2740964592, other_time: 3.9858169556
epoch time: 15.9392833710s, input_fired_time: 0.2415826321, output_fired_time: 0.0000000000, propagate_forward_time: 15.0003747940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973257065
validation[          , genome  7109] predictions:    9768/  10000 (97.68%), best:    9806/10000 (98.06%), error:       733.65808, best error:       658.23212 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 195.0032806396s, input_fired_time: 1.8946840763, output_fired_time: 1.8853410482, propagate_forward_time: 73.1027908325, propagate_backward_time: 114.2712936401, weight_update_time: 0.2731411755, other_time: 3.8491668701
epoch time: 16.1204204559s, input_fired_time: 0.2408934981, output_fired_time: 0.0000000000, propagate_forward_time: 15.1684303284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7110967636
validation[          , genome  7109] predictions:    9784/  10000 (97.84%), best:    9806/10000 (98.06%), error:       735.91736, best error:       658.23212 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 193.2310943604s, input_fired_time: 1.8847382069, output_fired_time: 1.8710730076, propagate_forward_time: 72.5561294556, propagate_backward_time: 113.1286544800, weight_update_time: 0.2676128447, other_time: 3.7904968262
epoch time: 16.0350246429s, input_fired_time: 0.2419940680, output_fired_time: 0.0000000000, propagate_forward_time: 15.1119451523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810855865
validation[          , genome  7109] predictions:    9778/  10000 (97.78%), best:    9806/10000 (98.06%), error:       756.98529, best error:       658.23212 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 199.2959747314s, input_fired_time: 1.9118365049, output_fired_time: 1.9247900248, propagate_forward_time: 74.3985290527, propagate_backward_time: 117.1161956787, weight_update_time: 0.2767039835, other_time: 3.9446258545
epoch time: 15.8377723694s, input_fired_time: 0.2395850718, output_fired_time: 0.0000000000, propagate_forward_time: 14.8967571259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014303207
validation[          , genome  7109] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       678.01605, best error:       658.23212 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 195.3034820557s, input_fired_time: 1.8850731850, output_fired_time: 1.8847348690, propagate_forward_time: 72.5997161865, propagate_backward_time: 115.0924987793, weight_update_time: 0.2726593316, other_time: 3.8414611816
epoch time: 15.8940734863s, input_fired_time: 0.2397783250, output_fired_time: 0.0000000000, propagate_forward_time: 14.9546442032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6996507645
validation[          , genome  7109] predictions:    9766/  10000 (97.66%), best:    9806/10000 (98.06%), error:       774.32556, best error:       658.23212 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 197.9408721924s, input_fired_time: 1.9076919556, output_fired_time: 1.9174989462, propagate_forward_time: 73.9723281860, propagate_backward_time: 116.2011795044, weight_update_time: 0.2739682794, other_time: 3.9421691895
epoch time: 16.0368404388s, input_fired_time: 0.2425167710, output_fired_time: 0.0000000000, propagate_forward_time: 15.0612277985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330961227
validation[          , genome  7109] predictions:    9769/  10000 (97.69%), best:    9806/10000 (98.06%), error:       750.41791, best error:       658.23212 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 198.3313751221s, input_fired_time: 1.9150272608, output_fired_time: 1.9022529125, propagate_forward_time: 74.3894348145, propagate_backward_time: 116.2329559326, weight_update_time: 0.2750510573, other_time: 3.8917083740
epoch time: 15.7493095398s, input_fired_time: 0.2409473807, output_fired_time: 0.0000000000, propagate_forward_time: 14.8027400970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7056217194
validation[          , genome  7109] predictions:    9777/  10000 (97.77%), best:    9806/10000 (98.06%), error:       746.49548, best error:       658.23212 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 198.7331085205s, input_fired_time: 1.9155030251, output_fired_time: 1.9098174572, propagate_forward_time: 74.4173126221, propagate_backward_time: 116.5568466187, weight_update_time: 0.2753065526, other_time: 3.9336318970
epoch time: 15.4762401581s, input_fired_time: 0.2353488356, output_fired_time: 0.0000000000, propagate_forward_time: 14.5631294250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6777620316
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9806/10000 (98.06%), error:       766.96405, best error:       658.23212 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 196.2695007324s, input_fired_time: 1.8972306252, output_fired_time: 1.8978631496, propagate_forward_time: 73.2109069824, propagate_backward_time: 115.2722167969, weight_update_time: 0.2736842036, other_time: 3.9912872314
epoch time: 15.8406810760s, input_fired_time: 0.2426716685, output_fired_time: 0.0000000000, propagate_forward_time: 14.8714418411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7265672684
validation[          , genome  7109] predictions:    9700/  10000 (97.00%), best:    9806/10000 (98.06%), error:       952.30615, best error:       658.23212 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 195.9203796387s, input_fired_time: 1.8937270641, output_fired_time: 1.8877841234, propagate_forward_time: 73.2582168579, propagate_backward_time: 115.0398635864, weight_update_time: 0.2710170448, other_time: 3.8407897949
epoch time: 15.9964618683s, input_fired_time: 0.2437615544, output_fired_time: 0.0000000000, propagate_forward_time: 15.0320425034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206573486
validation[          , genome  7109] predictions:    9753/  10000 (97.53%), best:    9806/10000 (98.06%), error:       823.52625, best error:       658.23212 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 195.5945739746s, input_fired_time: 1.9036190510, output_fired_time: 1.8907111883, propagate_forward_time: 73.0610656738, propagate_backward_time: 114.8222045898, weight_update_time: 0.2719676495, other_time: 3.9169616699
epoch time: 15.6880073547s, input_fired_time: 0.2401121706, output_fired_time: 0.0000000000, propagate_forward_time: 14.7386274338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092676163
validation[          , genome  7109] predictions:    9780/  10000 (97.80%), best:    9806/10000 (98.06%), error:       717.24677, best error:       658.23212 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 198.2535705566s, input_fired_time: 1.9167057276, output_fired_time: 1.9133434296, propagate_forward_time: 74.0175247192, propagate_backward_time: 116.5042800903, weight_update_time: 0.2771298289, other_time: 3.9017181396
epoch time: 16.0490684509s, input_fired_time: 0.2428596020, output_fired_time: 0.0000000000, propagate_forward_time: 15.1116800308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945285797
validation[          , genome  7109] predictions:    9782/  10000 (97.82%), best:    9806/10000 (98.06%), error:       746.19482, best error:       658.23212 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 200.5124511719s, input_fired_time: 1.9326524734, output_fired_time: 1.9324229956, propagate_forward_time: 75.2296600342, propagate_backward_time: 117.4998779297, weight_update_time: 0.2770056725, other_time: 3.9178466797
epoch time: 15.9381351471s, input_fired_time: 0.2424027622, output_fired_time: 0.0000000000, propagate_forward_time: 15.0105667114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851654053
validation[          , genome  7109] predictions:    9766/  10000 (97.66%), best:    9806/10000 (98.06%), error:       797.72260, best error:       658.23212 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 196.3314971924s, input_fired_time: 1.8972513676, output_fired_time: 1.8756914139, propagate_forward_time: 73.3713836670, propagate_backward_time: 115.3559112549, weight_update_time: 0.2741833031, other_time: 3.8312683105
epoch time: 15.7547702789s, input_fired_time: 0.2402919531, output_fired_time: 0.0000000000, propagate_forward_time: 14.8390045166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6754741669
validation[          , genome  7109] predictions:    9782/  10000 (97.82%), best:    9806/10000 (98.06%), error:       737.07977, best error:       658.23212 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 198.4446716309s, input_fired_time: 1.9188879728, output_fired_time: 1.9158560038, propagate_forward_time: 74.3340988159, propagate_backward_time: 116.4273452759, weight_update_time: 0.2743235230, other_time: 3.8484802246
epoch time: 15.6481876373s, input_fired_time: 0.2391767651, output_fired_time: 0.0000000000, propagate_forward_time: 14.7368621826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721487045
validation[          , genome  7109] predictions:    9758/  10000 (97.58%), best:    9806/10000 (98.06%), error:       768.60443, best error:       658.23212 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 198.7901306152s, input_fired_time: 1.9199538231, output_fired_time: 1.9214650393, propagate_forward_time: 74.2555694580, propagate_backward_time: 116.7404937744, weight_update_time: 0.2776909769, other_time: 3.9526519775
epoch time: 15.2848262787s, input_fired_time: 0.2382534146, output_fired_time: 0.0000000000, propagate_forward_time: 14.3639831543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825895309
validation[          , genome  7109] predictions:    9800/  10000 (98.00%), best:    9806/10000 (98.06%), error:       736.33203, best error:       658.23212 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 196.2474517822s, input_fired_time: 1.9095464945, output_fired_time: 1.8954026699, propagate_forward_time: 73.3067245483, propagate_backward_time: 115.1640548706, weight_update_time: 0.2750523686, other_time: 3.9717254639
epoch time: 15.9380960464s, input_fired_time: 0.2427784950, output_fired_time: 0.0000000000, propagate_forward_time: 15.0040311813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6912860870
validation[          , genome  7109] predictions:    9776/  10000 (97.76%), best:    9806/10000 (98.06%), error:       751.12653, best error:       658.23212 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 199.6709899902s, input_fired_time: 1.9334883690, output_fired_time: 1.9144277573, propagate_forward_time: 74.8540954590, propagate_backward_time: 117.0127182007, weight_update_time: 0.2770975828, other_time: 3.9562606812
epoch time: 15.2915325165s, input_fired_time: 0.2369101644, output_fired_time: 0.0000000000, propagate_forward_time: 14.3648319244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6897907257
validation[          , genome  7109] predictions:    9734/  10000 (97.34%), best:    9806/10000 (98.06%), error:       898.96594, best error:       658.23212 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 195.6494598389s, input_fired_time: 1.9105148315, output_fired_time: 1.8972616196, propagate_forward_time: 73.1644058228, propagate_backward_time: 114.7102127075, weight_update_time: 0.2721087337, other_time: 3.9670715332
epoch time: 15.5145263672s, input_fired_time: 0.2382658869, output_fired_time: 0.0000000000, propagate_forward_time: 14.5887527466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875076294
validation[          , genome  7109] predictions:    9794/  10000 (97.94%), best:    9806/10000 (98.06%), error:       687.33032, best error:       658.23212 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 196.7148132324s, input_fired_time: 1.9139987230, output_fired_time: 1.9005315304, propagate_forward_time: 73.3415222168, propagate_backward_time: 115.7273788452, weight_update_time: 0.2721723914, other_time: 3.8313827515
epoch time: 15.3057355881s, input_fired_time: 0.2374289781, output_fired_time: 0.0000000000, propagate_forward_time: 14.3651866913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031202316
validation[          , genome  7109] predictions:    9782/  10000 (97.82%), best:    9806/10000 (98.06%), error:       755.43024, best error:       658.23212 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 197.0800628662s, input_fired_time: 1.9122502804, output_fired_time: 1.8973853588, propagate_forward_time: 73.5842895508, propagate_backward_time: 115.7878875732, weight_update_time: 0.2751797438, other_time: 3.8982543945
epoch time: 15.2791643143s, input_fired_time: 0.2362975776, output_fired_time: 0.0000000000, propagate_forward_time: 14.3590068817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838598251
validation[          , genome  7109] predictions:    9763/  10000 (97.63%), best:    9806/10000 (98.06%), error:       765.35742, best error:       658.23212 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 195.0494079590s, input_fired_time: 1.9053993225, output_fired_time: 1.8896764517, propagate_forward_time: 72.9441299438, propagate_backward_time: 114.2770080566, weight_update_time: 0.2714150548, other_time: 4.0331954956
epoch time: 16.0648975372s, input_fired_time: 0.2438773662, output_fired_time: 0.0000000000, propagate_forward_time: 15.1430253983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779947281
validation[          , genome  7109] predictions:    9706/  10000 (97.06%), best:    9806/10000 (98.06%), error:       979.23053, best error:       658.23212 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 195.0026702881s, input_fired_time: 1.9023888111, output_fired_time: 1.8867388964, propagate_forward_time: 72.5129165649, propagate_backward_time: 114.6398773193, weight_update_time: 0.2737854421, other_time: 4.0607528687
epoch time: 15.8665533066s, input_fired_time: 0.2454920113, output_fired_time: 0.0000000000, propagate_forward_time: 14.8863286972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7347326279
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9806/10000 (98.06%), error:       700.00751, best error:       658.23212 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 197.2860412598s, input_fired_time: 1.9169223309, output_fired_time: 1.9090514183, propagate_forward_time: 73.7431564331, propagate_backward_time: 115.7594833374, weight_update_time: 0.2745939195, other_time: 3.9574279785
epoch time: 15.3880643845s, input_fired_time: 0.2424667925, output_fired_time: 0.0000000000, propagate_forward_time: 14.4231328964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7224645615
validation[          , genome  7109] predictions:    9798/  10000 (97.98%), best:    9806/10000 (98.06%), error:       710.08368, best error:       658.23212 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 194.1963348389s, input_fired_time: 1.8986502886, output_fired_time: 1.8786773682, propagate_forward_time: 72.4682998657, propagate_backward_time: 114.0602416992, weight_update_time: 0.2709471583, other_time: 3.8904647827
epoch time: 16.2657985687s, input_fired_time: 0.2450547963, output_fired_time: 0.0000000000, propagate_forward_time: 15.3276529312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930913925
validation[          , genome  7109] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       717.89954, best error:       658.23212 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 195.4736022949s, input_fired_time: 1.9047238827, output_fired_time: 1.8969364166, propagate_forward_time: 72.8320541382, propagate_backward_time: 114.9168090820, weight_update_time: 0.2721197307, other_time: 3.9230728149
epoch time: 15.7093648911s, input_fired_time: 0.2395213544, output_fired_time: 0.0000000000, propagate_forward_time: 14.7459402084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239036560
validation[          , genome  7109] predictions:    9786/  10000 (97.86%), best:    9806/10000 (98.06%), error:       700.88660, best error:       658.23212 on epoch:    46, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 197.8456115723s, input_fired_time: 1.9164570570, output_fired_time: 1.9237124920, propagate_forward_time: 73.8067016602, propagate_backward_time: 116.2755737305, weight_update_time: 0.2744874656, other_time: 3.9231719971
epoch time: 15.8240470886s, input_fired_time: 0.2439249903, output_fired_time: 0.0000000000, propagate_forward_time: 14.8923902512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877317429
validation[          , genome  7109] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       795.29706, best error:       658.23212 on epoch:    46, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 198.0664215088s, input_fired_time: 1.9271084070, output_fired_time: 1.9048036337, propagate_forward_time: 73.8557662964, propagate_backward_time: 116.3768844604, weight_update_time: 0.2762342989, other_time: 4.0018615723
epoch time: 15.9631719589s, input_fired_time: 0.2457845211, output_fired_time: 0.0000000000, propagate_forward_time: 15.0220451355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953420639
validation[          , genome  7109] predictions:    9799/  10000 (97.99%), best:    9806/10000 (98.06%), error:       668.52557, best error:       658.23212 on epoch:    46, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 199.4768066406s, input_fired_time: 1.9394608736, output_fired_time: 1.9261821508, propagate_forward_time: 74.9360122681, propagate_backward_time: 116.8154144287, weight_update_time: 0.2765317261, other_time: 3.8597335815
epoch time: 15.8181533813s, input_fired_time: 0.2443870753, output_fired_time: 0.0000000000, propagate_forward_time: 14.8837156296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6900510788
validation[          , genome  7109] predictions:    9795/  10000 (97.95%), best:    9806/10000 (98.06%), error:       722.18640, best error:       658.23212 on epoch:    46, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 196.0372619629s, input_fired_time: 1.9200434685, output_fired_time: 1.8952708244, propagate_forward_time: 73.3969497681, propagate_backward_time: 114.8755569458, weight_update_time: 0.2734385729, other_time: 3.9494476318
epoch time: 15.9039545059s, input_fired_time: 0.2436778396, output_fired_time: 0.0000000000, propagate_forward_time: 14.9667224884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6935539246
validation[          , genome  7109] predictions:    9770/  10000 (97.70%), best:    9806/10000 (98.06%), error:       768.43750, best error:       658.23212 on epoch:    46, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 198.7387390137s, input_fired_time: 1.9334503412, output_fired_time: 1.9208146334, propagate_forward_time: 74.4194946289, propagate_backward_time: 116.5812683105, weight_update_time: 0.2754192352, other_time: 3.8836975098
epoch time: 15.5027256012s, input_fired_time: 0.2389421016, output_fired_time: 0.0000000000, propagate_forward_time: 14.5334386826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7303447723
validation[          , genome  7109] predictions:    9772/  10000 (97.72%), best:    9806/10000 (98.06%), error:       797.96436, best error:       658.23212 on epoch:    46, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 197.7649993896s, input_fired_time: 1.9210634232, output_fired_time: 1.9076212645, propagate_forward_time: 73.5946197510, propagate_backward_time: 116.4380722046, weight_update_time: 0.2741605341, other_time: 3.9036178589
epoch time: 15.6588697433s, input_fired_time: 0.2415652871, output_fired_time: 0.0000000000, propagate_forward_time: 14.7458372116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714668274
validation[          , genome  7109] predictions:    9805/  10000 (98.05%), best:    9806/10000 (98.06%), error:       701.44189, best error:       658.23212 on epoch:    46, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 199.4757232666s, input_fired_time: 1.9376153946, output_fired_time: 1.9255003929, propagate_forward_time: 74.5614624023, propagate_backward_time: 117.1912307739, weight_update_time: 0.2774063051, other_time: 3.8599014282
epoch time: 15.4513187408s, input_fired_time: 0.2394136041, output_fired_time: 0.0000000000, propagate_forward_time: 14.5355167389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763887405
validation[          , genome  7109] predictions:    9727/  10000 (97.27%), best:    9806/10000 (98.06%), error:       907.31342, best error:       658.23212 on epoch:    46, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 197.3404998779s, input_fired_time: 1.9233824015, output_fired_time: 1.9134408236, propagate_forward_time: 73.8446502686, propagate_backward_time: 115.7695541382, weight_update_time: 0.2744753361, other_time: 3.8894729614
epoch time: 15.8222332001s, input_fired_time: 0.2437485904, output_fired_time: 0.0000000000, propagate_forward_time: 14.8530511856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7254333496
validation[          , genome  7109] predictions:    9795/  10000 (97.95%), best:    9806/10000 (98.06%), error:       686.36707, best error:       658.23212 on epoch:    46, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 198.2276306152s, input_fired_time: 1.9302569628, output_fired_time: 1.9153099060, propagate_forward_time: 74.3006439209, propagate_backward_time: 116.2115325928, weight_update_time: 0.2755812407, other_time: 3.8698883057
epoch time: 15.8265304565s, input_fired_time: 0.2417901605, output_fired_time: 0.0000000000, propagate_forward_time: 14.9074726105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6772680283
validation[          , genome  7109] predictions:    9747/  10000 (97.47%), best:    9806/10000 (98.06%), error:       816.31171, best error:       658.23212 on epoch:    46, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 197.7644348145s, input_fired_time: 1.9264923334, output_fired_time: 1.9045577049, propagate_forward_time: 74.0303268433, propagate_backward_time: 115.9859313965, weight_update_time: 0.2743983567, other_time: 3.9171218872
epoch time: 16.0113754272s, input_fired_time: 0.2496026009, output_fired_time: 0.0000000000, propagate_forward_time: 14.9335289001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8282442093
validation[          , genome  7109] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       758.74939, best error:       658.23212 on epoch:    46, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 198.0580291748s, input_fired_time: 1.9388130903, output_fired_time: 1.9226925373, propagate_forward_time: 74.1089553833, propagate_backward_time: 116.2086791992, weight_update_time: 0.2746580243, other_time: 3.8788833618
epoch time: 15.8221025467s, input_fired_time: 0.2438799292, output_fired_time: 0.0000000000, propagate_forward_time: 14.8943471909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838750839
validation[          , genome  7109] predictions:    9786/  10000 (97.86%), best:    9806/10000 (98.06%), error:       776.42822, best error:       658.23212 on epoch:    46, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 198.4178771973s, input_fired_time: 1.9395613670, output_fired_time: 1.9137727022, propagate_forward_time: 74.4186553955, propagate_backward_time: 116.2270126343, weight_update_time: 0.2750220597, other_time: 3.9188766479
epoch time: 14.7125959396s, input_fired_time: 0.2321639359, output_fired_time: 0.0000000000, propagate_forward_time: 13.8127937317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676378250
validation[          , genome  7109] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       744.05853, best error:       658.23212 on epoch:    46, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 198.6869049072s, input_fired_time: 1.9345953465, output_fired_time: 1.9363361597, propagate_forward_time: 74.2833786011, propagate_backward_time: 116.5983123779, weight_update_time: 0.2757851481, other_time: 3.9342727661
epoch time: 16.2305812836s, input_fired_time: 0.2471241653, output_fired_time: 0.0000000000, propagate_forward_time: 15.2860774994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973800659
validation[          , genome  7109] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       712.56354, best error:       658.23212 on epoch:    46, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 199.0030059814s, input_fired_time: 1.9436213970, output_fired_time: 1.9184459448, propagate_forward_time: 74.3527374268, propagate_backward_time: 116.7983932495, weight_update_time: 0.2922671735, other_time: 3.9898147583
epoch time: 15.6639089584s, input_fired_time: 0.2423835546, output_fired_time: 0.0000000000, propagate_forward_time: 14.7287616730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927633286
validation[          , genome  7109] predictions:    9779/  10000 (97.79%), best:    9806/10000 (98.06%), error:       746.15356, best error:       658.23212 on epoch:    46, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 199.6577911377s, input_fired_time: 1.9418962002, output_fired_time: 1.9290518761, propagate_forward_time: 74.5467224121, propagate_backward_time: 117.2696151733, weight_update_time: 0.2783494890, other_time: 3.9705123901
epoch time: 15.9720048904s, input_fired_time: 0.2481388003, output_fired_time: 0.0000000000, propagate_forward_time: 14.9953241348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7285423279
validation[          , genome  7109] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       639.20313, best error:       639.20313 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.0079650879s, input_fired_time: 1.9432495832, output_fired_time: 1.9142186642, propagate_forward_time: 74.6362304688, propagate_backward_time: 116.6482849121, weight_update_time: 0.2752839029, other_time: 3.8659820557
epoch time: 15.8679695129s, input_fired_time: 0.2460155934, output_fired_time: 0.0000000000, propagate_forward_time: 14.8482704163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7736835480
validation[          , genome  7109] predictions:    9779/  10000 (97.79%), best:    9819/10000 (98.19%), error:       720.09271, best error:       639.20313 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 198.7384796143s, input_fired_time: 1.9329634905, output_fired_time: 1.9201451540, propagate_forward_time: 74.1354980469, propagate_backward_time: 116.7690505981, weight_update_time: 0.2748591006, other_time: 3.9808120728
epoch time: 15.9771890640s, input_fired_time: 0.2462595254, output_fired_time: 0.0000000000, propagate_forward_time: 15.0365285873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6944007874
validation[          , genome  7109] predictions:    9759/  10000 (97.59%), best:    9819/10000 (98.19%), error:       819.35358, best error:       639.20313 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 199.3264007568s, input_fired_time: 1.9465799332, output_fired_time: 1.9201488495, propagate_forward_time: 74.5743560791, propagate_backward_time: 116.9527282715, weight_update_time: 0.2786476016, other_time: 3.9325866699
epoch time: 15.8293952942s, input_fired_time: 0.2446840107, output_fired_time: 0.0000000000, propagate_forward_time: 14.8488626480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7358484268
validation[          , genome  7109] predictions:    9759/  10000 (97.59%), best:    9819/10000 (98.19%), error:       817.48541, best error:       639.20313 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 197.9737854004s, input_fired_time: 1.9347434044, output_fired_time: 1.9082539082, propagate_forward_time: 74.1077346802, propagate_backward_time: 116.0905303955, weight_update_time: 0.2750577033, other_time: 3.9325332642
epoch time: 14.1589050293s, input_fired_time: 0.2285372168, output_fired_time: 0.0000000000, propagate_forward_time: 13.2529993057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773681641
validation[          , genome  7109] predictions:    9773/  10000 (97.73%), best:    9819/10000 (98.19%), error:       722.20813, best error:       639.20313 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 198.4557495117s, input_fired_time: 1.9405400753, output_fired_time: 1.9081866741, propagate_forward_time: 74.3725051880, propagate_backward_time: 116.2812271118, weight_update_time: 0.2760861218, other_time: 3.9532928467
epoch time: 15.4853200912s, input_fired_time: 0.2415416837, output_fired_time: 0.0000000000, propagate_forward_time: 14.5063295364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7374486923
validation[          , genome  7109] predictions:    9760/  10000 (97.60%), best:    9819/10000 (98.19%), error:       786.32220, best error:       639.20313 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 197.4029998779s, input_fired_time: 1.9377778769, output_fired_time: 1.8937798738, propagate_forward_time: 73.7431564331, propagate_backward_time: 115.8661804199, weight_update_time: 0.2752136290, other_time: 3.9621047974
epoch time: 16.0050201416s, input_fired_time: 0.2493925542, output_fired_time: 0.0000000000, propagate_forward_time: 15.0343151093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7213125229
validation[          , genome  7109] predictions:    9716/  10000 (97.16%), best:    9819/10000 (98.19%), error:       906.46692, best error:       639.20313 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 198.5777893066s, input_fired_time: 1.9388377666, output_fired_time: 1.9185998440, propagate_forward_time: 74.1949462891, propagate_backward_time: 116.5480194092, weight_update_time: 0.2752354145, other_time: 3.9773864746
epoch time: 15.5783042908s, input_fired_time: 0.2433742136, output_fired_time: 0.0000000000, propagate_forward_time: 14.6656780243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692523956
validation[          , genome  7109] predictions:    9738/  10000 (97.38%), best:    9819/10000 (98.19%), error:       824.81012, best error:       639.20313 on epoch:    93, 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: 79.3460311890s, input_fired_time: 1.2294301987, output_fired_time: 0.0000000000, propagate_forward_time: 74.5701751709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5464248657
best training[          , genome  7109] predictions:   49858/  50000 (99.72%), best:    9819/10000 (98.19%), error:       838.60199, best error:       639.20313 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 16.1068401337s, input_fired_time: 0.2471255213, output_fired_time: 0.0000000000, propagate_forward_time: 15.1719198227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877946854
   testing[          , genome  7109] predictions:    9811/  10000 (98.11%), best:    9819/10000 (98.19%), error:       601.07733, best error:       639.20313 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:01:43 (2832): called boinc_finish(0)

</stderr_txt>
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