Nameexact_genome_1512568488_42_5728_0
Workunit2599845
Created7 Dec 2017, 16:06:40 UTC
Sent7 Dec 2017, 16:09:32 UTC
Report deadline12 Dec 2017, 6:18:12 UTC
Received7 Dec 2017, 22:54:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 19 min 47 sec
CPU time1 hours 19 min 42 sec
Validate stateValid
Credit1,147.34
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.71 MB
Peak swap size153.76 MB
Peak disk usage1.28 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 43.0386962891s, input_fired_time: 0.6230338812, output_fired_time: 0.3941664994, propagate_forward_time: 16.7089557648, propagate_backward_time: 23.8433113098, weight_update_time: 0.0610326901, other_time: 1.4692287445
epoch time: 3.6619584560s, input_fired_time: 0.0646013692, output_fired_time: 0.0000000000, propagate_forward_time: 3.3379318714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594251633
validation[          , genome  5728] predictions:    9645/  10000 (96.45%), best:    9646/10000 (96.46%), error:      1213.49927, best error:      1194.07520 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 43.3265037537s, input_fired_time: 0.6286232471, output_fired_time: 0.3986452520, propagate_forward_time: 16.8363056183, propagate_backward_time: 23.9519214630, weight_update_time: 0.0617092997, other_time: 1.5110092163
epoch time: 3.6588461399s, input_fired_time: 0.0642816499, output_fired_time: 0.0000000000, propagate_forward_time: 3.3374900818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570743561
validation[          , genome  5728] predictions:    9644/  10000 (96.44%), best:    9646/10000 (96.46%), error:      1195.73279, best error:      1194.07520 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 43.2115211487s, input_fired_time: 0.6230516434, output_fired_time: 0.3959875107, propagate_forward_time: 16.7787666321, propagate_backward_time: 23.9467201233, weight_update_time: 0.0612790696, other_time: 1.4669952393
epoch time: 3.6649401188s, input_fired_time: 0.0643049404, output_fired_time: 0.0000000000, propagate_forward_time: 3.3412685394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593667507
validation[          , genome  5728] predictions:    9667/  10000 (96.67%), best:    9646/10000 (96.46%), error:      1211.27087, best error:      1194.07520 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 43.2170982361s, input_fired_time: 0.6229144335, output_fired_time: 0.3962341845, propagate_forward_time: 16.7870273590, propagate_backward_time: 23.9366569519, weight_update_time: 0.0612483844, other_time: 1.4742679596
epoch time: 3.6620638371s, input_fired_time: 0.0633539483, output_fired_time: 0.0000000000, propagate_forward_time: 3.3400659561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586438656
validation[          , genome  5728] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1186.00500, best error:      1186.00500 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 43.1052093506s, input_fired_time: 0.6239759326, output_fired_time: 0.3952151835, propagate_forward_time: 16.7323246002, propagate_backward_time: 23.8827915192, weight_update_time: 0.0611493289, other_time: 1.4709014893
epoch time: 3.6622052193s, input_fired_time: 0.0646057799, output_fired_time: 0.0000000000, propagate_forward_time: 3.3381328583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594666481
validation[          , genome  5728] predictions:    9618/  10000 (96.18%), best:    9648/10000 (96.48%), error:      1251.49414, best error:      1186.00500 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 43.1633338928s, input_fired_time: 0.6295495629, output_fired_time: 0.3961776793, propagate_forward_time: 16.7522010803, propagate_backward_time: 23.9073638916, weight_update_time: 0.0610945784, other_time: 1.4780387878
epoch time: 3.7051415443s, input_fired_time: 0.0647279844, output_fired_time: 0.0000000000, propagate_forward_time: 3.3772256374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631878853
validation[          , genome  5728] predictions:    9639/  10000 (96.39%), best:    9648/10000 (96.48%), error:      1224.27148, best error:      1186.00500 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 43.1443748474s, input_fired_time: 0.6264657378, output_fired_time: 0.3985147774, propagate_forward_time: 16.7556018829, propagate_backward_time: 23.8703956604, weight_update_time: 0.0613427237, other_time: 1.4933986664
epoch time: 3.7208888531s, input_fired_time: 0.0653155744, output_fired_time: 0.0000000000, propagate_forward_time: 3.3901422024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654311657
validation[          , genome  5728] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1178.29004, best error:      1178.29004 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 44.4032554626s, input_fired_time: 0.6430248022, output_fired_time: 0.4078616798, propagate_forward_time: 17.2384109497, propagate_backward_time: 24.5530261993, weight_update_time: 0.0631226674, other_time: 1.5609340668
epoch time: 3.6733872890s, input_fired_time: 0.0686730966, output_fired_time: 0.0000000000, propagate_forward_time: 3.3393633366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653508186
validation[          , genome  5728] predictions:    9651/  10000 (96.51%), best:    9658/10000 (96.58%), error:      1182.92798, best error:      1178.29004 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 43.3221435547s, input_fired_time: 0.6306747794, output_fired_time: 0.3987610638, propagate_forward_time: 16.7950344086, propagate_backward_time: 23.9689655304, weight_update_time: 0.0616320446, other_time: 1.5287055969
epoch time: 3.6766321659s, input_fired_time: 0.0656227693, output_fired_time: 0.0000000000, propagate_forward_time: 3.3462886810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647206783
validation[          , genome  5728] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1154.50452, best error:      1154.50452 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 43.4893455505s, input_fired_time: 0.6317334175, output_fired_time: 0.3997215033, propagate_forward_time: 16.8634014130, propagate_backward_time: 24.0710124969, weight_update_time: 0.0617449954, other_time: 1.5234756470
epoch time: 3.6661844254s, input_fired_time: 0.0641043484, output_fired_time: 0.0000000000, propagate_forward_time: 3.3396935463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623865604
validation[          , genome  5728] predictions:    9598/  10000 (95.98%), best:    9654/10000 (96.54%), error:      1411.53674, best error:      1154.50452 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 43.6686019897s, input_fired_time: 0.6314601898, output_fired_time: 0.4000519812, propagate_forward_time: 16.9703235626, propagate_backward_time: 24.1649284363, weight_update_time: 0.0618997253, other_time: 1.5018367767
epoch time: 3.7820618153s, input_fired_time: 0.0671678632, output_fired_time: 0.0000000000, propagate_forward_time: 3.4478266239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670674324
validation[          , genome  5728] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1145.07666, best error:      1145.07666 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 44.6540069580s, input_fired_time: 0.6426883936, output_fired_time: 0.4084186554, propagate_forward_time: 17.3556041718, propagate_backward_time: 24.7116928101, weight_update_time: 0.0629652739, other_time: 1.5356006622
epoch time: 3.6648812294s, input_fired_time: 0.0653260425, output_fired_time: 0.0000000000, propagate_forward_time: 3.3389689922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605862617
validation[          , genome  5728] predictions:    9630/  10000 (96.30%), best:    9653/10000 (96.53%), error:      1224.79272, best error:      1145.07666 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 45.0308685303s, input_fired_time: 0.6477589011, output_fired_time: 0.4102084339, propagate_forward_time: 17.4671688080, propagate_backward_time: 24.9498138428, weight_update_time: 0.0635656193, other_time: 1.5559177399
epoch time: 3.7221052647s, input_fired_time: 0.0677156299, output_fired_time: 0.0000000000, propagate_forward_time: 3.3855755329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688140869
validation[          , genome  5728] predictions:    9615/  10000 (96.15%), best:    9653/10000 (96.53%), error:      1284.88684, best error:      1145.07666 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 44.4799041748s, input_fired_time: 0.6465933323, output_fired_time: 0.4082164764, propagate_forward_time: 17.2735939026, propagate_backward_time: 24.6055202484, weight_update_time: 0.0632977933, other_time: 1.5459804535
epoch time: 3.6721057892s, input_fired_time: 0.0665990636, output_fired_time: 0.0000000000, propagate_forward_time: 3.3435373306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619693279
validation[          , genome  5728] predictions:    9623/  10000 (96.23%), best:    9653/10000 (96.53%), error:      1220.40015, best error:      1145.07666 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 43.4242210388s, input_fired_time: 0.6410127878, output_fired_time: 0.4000393152, propagate_forward_time: 16.7991409302, propagate_backward_time: 23.9833965302, weight_update_time: 0.0652237684, other_time: 1.6006298065
epoch time: 3.6740202904s, input_fired_time: 0.0665501580, output_fired_time: 0.0000000000, propagate_forward_time: 3.3407335281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667365074
validation[          , genome  5728] predictions:    9644/  10000 (96.44%), best:    9653/10000 (96.53%), error:      1146.41504, best error:      1145.07666 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 43.7645111084s, input_fired_time: 0.6434747577, output_fired_time: 0.4020223618, propagate_forward_time: 16.9356918335, propagate_backward_time: 24.1878280640, weight_update_time: 0.0654321909, other_time: 1.5954933167
epoch time: 3.6933197975s, input_fired_time: 0.0691617578, output_fired_time: 0.0000000000, propagate_forward_time: 3.3524081707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717499733
validation[          , genome  5728] predictions:    9615/  10000 (96.15%), best:    9653/10000 (96.53%), error:      1263.33472, best error:      1145.07666 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 43.3476142883s, input_fired_time: 0.6375900507, output_fired_time: 0.3978524804, propagate_forward_time: 16.7910709381, propagate_backward_time: 23.9427852631, weight_update_time: 0.0653950796, other_time: 1.5783157349
epoch time: 3.6704208851s, input_fired_time: 0.0669899434, output_fired_time: 0.0000000000, propagate_forward_time: 3.3397772312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636537552
validation[          , genome  5728] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1065.24817, best error:      1065.24817 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 43.1625518799s, input_fired_time: 0.6378132105, output_fired_time: 0.3966041803, propagate_forward_time: 16.7136325836, propagate_backward_time: 23.8524494171, weight_update_time: 0.0653226525, other_time: 1.5620536804
epoch time: 3.6683433056s, input_fired_time: 0.0662212372, output_fired_time: 0.0000000000, propagate_forward_time: 3.3393044472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628176212
validation[          , genome  5728] predictions:    9661/  10000 (96.61%), best:    9679/10000 (96.79%), error:      1156.67725, best error:      1065.24817 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 43.1413040161s, input_fired_time: 0.6339641213, output_fired_time: 0.3984093070, propagate_forward_time: 16.7115535736, propagate_backward_time: 23.8469371796, weight_update_time: 0.0649615973, other_time: 1.5504379272
epoch time: 3.6654720306s, input_fired_time: 0.0664200857, output_fired_time: 0.0000000000, propagate_forward_time: 3.3387138844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603380680
validation[          , genome  5728] predictions:    9607/  10000 (96.07%), best:    9679/10000 (96.79%), error:      1310.07849, best error:      1065.24817 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 43.2250595093s, input_fired_time: 0.6321356893, output_fired_time: 0.3972548544, propagate_forward_time: 16.7587318420, propagate_backward_time: 23.9295063019, weight_update_time: 0.0615424290, other_time: 1.5074291229
epoch time: 3.7610354424s, input_fired_time: 0.0673628300, output_fired_time: 0.0000000000, propagate_forward_time: 3.4239094257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697632313
validation[          , genome  5728] predictions:    9670/  10000 (96.70%), best:    9679/10000 (96.79%), error:      1121.85815, best error:      1065.24817 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 45.3830642700s, input_fired_time: 0.6554830670, output_fired_time: 0.4136894345, propagate_forward_time: 17.6306419373, propagate_backward_time: 25.0834655762, weight_update_time: 0.0644020215, other_time: 1.5997848511
epoch time: 3.8231155872s, input_fired_time: 0.0684501752, output_fired_time: 0.0000000000, propagate_forward_time: 3.4819796085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726857662
validation[          , genome  5728] predictions:    9667/  10000 (96.67%), best:    9679/10000 (96.79%), error:      1126.81055, best error:      1065.24817 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 44.1268844604s, input_fired_time: 0.6404626369, output_fired_time: 0.4059217870, propagate_forward_time: 17.1090259552, propagate_backward_time: 24.4291725159, weight_update_time: 0.0624604560, other_time: 1.5423030853
epoch time: 3.6678996086s, input_fired_time: 0.0670653656, output_fired_time: 0.0000000000, propagate_forward_time: 3.3374431133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633910179
validation[          , genome  5728] predictions:    9653/  10000 (96.53%), best:    9679/10000 (96.79%), error:      1261.42297, best error:      1065.24817 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 43.6880149841s, input_fired_time: 0.6384279728, output_fired_time: 0.4102427065, propagate_forward_time: 16.9002208710, propagate_backward_time: 24.2041931152, weight_update_time: 0.0619145520, other_time: 1.5349292755
epoch time: 3.6703612804s, input_fired_time: 0.0653798878, output_fired_time: 0.0000000000, propagate_forward_time: 3.3416876793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632937431
validation[          , genome  5728] predictions:    9643/  10000 (96.43%), best:    9679/10000 (96.79%), error:      1191.33850, best error:      1065.24817 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 43.7887611389s, input_fired_time: 0.6389161348, output_fired_time: 0.4011304080, propagate_forward_time: 17.0288105011, propagate_backward_time: 24.2179088593, weight_update_time: 0.0620429814, other_time: 1.5019950867
epoch time: 3.7122085094s, input_fired_time: 0.0671151131, output_fired_time: 0.0000000000, propagate_forward_time: 3.3828561306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622373104
validation[          , genome  5728] predictions:    9658/  10000 (96.58%), best:    9679/10000 (96.79%), error:      1142.34473, best error:      1065.24817 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 43.8451385498s, input_fired_time: 0.6379730105, output_fired_time: 0.4014338553, propagate_forward_time: 17.0389575958, propagate_backward_time: 24.2773151398, weight_update_time: 0.0620925315, other_time: 1.4894599915
epoch time: 3.7319855690s, input_fired_time: 0.0668222383, output_fired_time: 0.0000000000, propagate_forward_time: 3.4032351971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619280815
validation[          , genome  5728] predictions:    9649/  10000 (96.49%), best:    9679/10000 (96.79%), error:      1141.67603, best error:      1065.24817 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 43.2017631531s, input_fired_time: 0.6313592792, output_fired_time: 0.3967723250, propagate_forward_time: 16.7716121674, propagate_backward_time: 23.9341487885, weight_update_time: 0.0610287674, other_time: 1.4678726196
epoch time: 3.6690247059s, input_fired_time: 0.0660698041, output_fired_time: 0.0000000000, propagate_forward_time: 3.3441362381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2588186264
validation[          , genome  5728] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1051.99402, best error:      1051.99402 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 43.2426567078s, input_fired_time: 0.6319743991, output_fired_time: 0.3965451717, propagate_forward_time: 16.7961063385, propagate_backward_time: 23.9523963928, weight_update_time: 0.0610559732, other_time: 1.4656352997
epoch time: 3.6617012024s, input_fired_time: 0.0657016858, output_fired_time: 0.0000000000, propagate_forward_time: 3.3382749557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577245235
validation[          , genome  5728] predictions:    9658/  10000 (96.58%), best:    9681/10000 (96.81%), error:      1137.27124, best error:      1051.99402 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 43.2835693359s, input_fired_time: 0.6338157058, output_fired_time: 0.3981518745, propagate_forward_time: 16.7856369019, propagate_backward_time: 23.9830913544, weight_update_time: 0.0610875525, other_time: 1.4828739166
epoch time: 3.6636908054s, input_fired_time: 0.0663726404, output_fired_time: 0.0000000000, propagate_forward_time: 3.3377118111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596063614
validation[          , genome  5728] predictions:    9636/  10000 (96.36%), best:    9681/10000 (96.81%), error:      1190.48584, best error:      1051.99402 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 43.3977622986s, input_fired_time: 0.6337755919, output_fired_time: 0.3987244964, propagate_forward_time: 16.8439235687, propagate_backward_time: 24.0523014069, weight_update_time: 0.0606452636, other_time: 1.4690399170
epoch time: 3.6620841026s, input_fired_time: 0.0663045943, output_fired_time: 0.0000000000, propagate_forward_time: 3.3374016285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583777905
validation[          , genome  5728] predictions:    9664/  10000 (96.64%), best:    9681/10000 (96.81%), error:      1142.66589, best error:      1051.99402 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.1148300171s, input_fired_time: 0.6323482990, output_fired_time: 0.3951212168, propagate_forward_time: 16.7290706635, propagate_backward_time: 23.9097061157, weight_update_time: 0.0600613803, other_time: 1.4485836029
epoch time: 3.6648473740s, input_fired_time: 0.0669705793, output_fired_time: 0.0000000000, propagate_forward_time: 3.3385982513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592785358
validation[          , genome  5728] predictions:    9664/  10000 (96.64%), best:    9681/10000 (96.81%), error:      1139.15002, best error:      1051.99402 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 43.5589866638s, input_fired_time: 0.6375197768, output_fired_time: 0.3985482156, propagate_forward_time: 16.9129333496, propagate_backward_time: 24.1518840790, weight_update_time: 0.0607399791, other_time: 1.4581012726
epoch time: 3.7451119423s, input_fired_time: 0.0683250800, output_fired_time: 0.0000000000, propagate_forward_time: 3.4086203575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681665421
validation[          , genome  5728] predictions:    9663/  10000 (96.63%), best:    9681/10000 (96.81%), error:      1134.74707, best error:      1051.99402 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 43.4714851379s, input_fired_time: 0.6365708113, output_fired_time: 0.3977791369, propagate_forward_time: 16.8423652649, propagate_backward_time: 24.1198863983, weight_update_time: 0.0605699830, other_time: 1.4748859406
epoch time: 3.6598267555s, input_fired_time: 0.0660912618, output_fired_time: 0.0000000000, propagate_forward_time: 3.3366720676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570633888
validation[          , genome  5728] predictions:    9666/  10000 (96.66%), best:    9681/10000 (96.81%), error:      1066.16394, best error:      1051.99402 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 43.3598022461s, input_fired_time: 0.6362529993, output_fired_time: 0.3962047100, propagate_forward_time: 16.8602981567, propagate_backward_time: 24.0312633514, weight_update_time: 0.0604579039, other_time: 1.4357814789
epoch time: 3.6590735912s, input_fired_time: 0.0673959553, output_fired_time: 0.0000000000, propagate_forward_time: 3.3365662098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551114559
validation[          , genome  5728] predictions:    9624/  10000 (96.24%), best:    9681/10000 (96.81%), error:      1245.46130, best error:      1051.99402 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 43.3962440491s, input_fired_time: 0.6379331350, output_fired_time: 0.3966089785, propagate_forward_time: 16.8637046814, propagate_backward_time: 24.0579242706, weight_update_time: 0.0605956763, other_time: 1.4400730133
epoch time: 3.7029881477s, input_fired_time: 0.0670171082, output_fired_time: 0.0000000000, propagate_forward_time: 3.3750562668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609148026
validation[          , genome  5728] predictions:    9671/  10000 (96.71%), best:    9681/10000 (96.81%), error:      1096.73914, best error:      1051.99402 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 44.6030464172s, input_fired_time: 0.6438764334, output_fired_time: 0.4060115218, propagate_forward_time: 17.3780517578, propagate_backward_time: 24.7190551758, weight_update_time: 0.0617370456, other_time: 1.4560546875
epoch time: 3.7647273540s, input_fired_time: 0.0684664622, output_fired_time: 0.0000000000, propagate_forward_time: 3.4323585033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639024258
validation[          , genome  5728] predictions:    9625/  10000 (96.25%), best:    9681/10000 (96.81%), error:      1265.66638, best error:      1051.99402 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 43.1751823425s, input_fired_time: 0.6365725994, output_fired_time: 0.3957341313, propagate_forward_time: 16.7725353241, propagate_backward_time: 23.9447803497, weight_update_time: 0.0599576458, other_time: 1.4255599976
epoch time: 3.6664807796s, input_fired_time: 0.0676071569, output_fired_time: 0.0000000000, propagate_forward_time: 3.3398852348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589883804
validation[          , genome  5728] predictions:    9670/  10000 (96.70%), best:    9681/10000 (96.81%), error:      1094.46631, best error:      1051.99402 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.3364982605s, input_fired_time: 0.6402587295, output_fired_time: 0.3969631791, propagate_forward_time: 16.8385429382, propagate_backward_time: 24.0065689087, weight_update_time: 0.0604416616, other_time: 1.4541625977
epoch time: 3.8237450123s, input_fired_time: 0.0688264892, output_fired_time: 0.0000000000, propagate_forward_time: 3.4888932705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660253048
validation[          , genome  5728] predictions:    9643/  10000 (96.43%), best:    9681/10000 (96.81%), error:      1151.24670, best error:      1051.99402 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 43.2644157410s, input_fired_time: 0.6502931714, output_fired_time: 0.3957241178, propagate_forward_time: 16.7463016510, propagate_backward_time: 23.9316577911, weight_update_time: 0.0647013336, other_time: 1.5404396057
epoch time: 3.6739845276s, input_fired_time: 0.0689218491, output_fired_time: 0.0000000000, propagate_forward_time: 3.3413925171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636702061
validation[          , genome  5728] predictions:    9667/  10000 (96.67%), best:    9681/10000 (96.81%), error:      1149.11316, best error:      1051.99402 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.3426666260s, input_fired_time: 0.6505029798, output_fired_time: 0.3969138563, propagate_forward_time: 16.7710494995, propagate_backward_time: 23.9785575867, weight_update_time: 0.0651255473, other_time: 1.5456428528
epoch time: 3.6765136719s, input_fired_time: 0.0699249133, output_fired_time: 0.0000000000, propagate_forward_time: 3.3410181999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655706406
validation[          , genome  5728] predictions:    9666/  10000 (96.66%), best:    9681/10000 (96.81%), error:      1097.63171, best error:      1051.99402 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 43.1891937256s, input_fired_time: 0.6502971053, output_fired_time: 0.3953036666, propagate_forward_time: 16.7307128906, propagate_backward_time: 23.8789176941, weight_update_time: 0.0648401752, other_time: 1.5339660645
epoch time: 3.6734673977s, input_fired_time: 0.0696791559, output_fired_time: 0.0000000000, propagate_forward_time: 3.3405482769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632398605
validation[          , genome  5728] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1025.87952, best error:      1025.87952 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.1945915222s, input_fired_time: 0.6505525708, output_fired_time: 0.3947707117, propagate_forward_time: 16.7329826355, propagate_backward_time: 23.8990783691, weight_update_time: 0.0648731217, other_time: 1.5172080994
epoch time: 3.6691749096s, input_fired_time: 0.0684067905, output_fired_time: 0.0000000000, propagate_forward_time: 3.3389515877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618165016
validation[          , genome  5728] predictions:    9665/  10000 (96.65%), best:    9690/10000 (96.90%), error:      1147.37048, best error:      1025.87952 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 43.1866416931s, input_fired_time: 0.6494038701, output_fired_time: 0.3941978812, propagate_forward_time: 16.7313175201, propagate_backward_time: 23.8956909180, weight_update_time: 0.0648086593, other_time: 1.5160312653
epoch time: 3.6691510677s, input_fired_time: 0.0691383258, output_fired_time: 0.0000000000, propagate_forward_time: 3.3392443657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607684135
validation[          , genome  5728] predictions:    9658/  10000 (96.58%), best:    9690/10000 (96.90%), error:      1145.27771, best error:      1025.87952 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 43.1182174683s, input_fired_time: 0.6467604041, output_fired_time: 0.3933349252, propagate_forward_time: 16.7161579132, propagate_backward_time: 23.8565196991, weight_update_time: 0.0647540092, other_time: 1.5054473877
epoch time: 3.6704177856s, input_fired_time: 0.0690564513, output_fired_time: 0.0000000000, propagate_forward_time: 3.3404541016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609071732
validation[          , genome  5728] predictions:    9650/  10000 (96.50%), best:    9690/10000 (96.90%), error:      1198.60034, best error:      1025.87952 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 43.2106704712s, input_fired_time: 0.6475954652, output_fired_time: 0.3944211900, propagate_forward_time: 16.7543239594, propagate_backward_time: 23.9014701843, weight_update_time: 0.0649521127, other_time: 1.5128612518
epoch time: 3.6840286255s, input_fired_time: 0.0726848245, output_fired_time: 0.0000000000, propagate_forward_time: 3.3430759907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682678699
validation[          , genome  5728] predictions:    9637/  10000 (96.37%), best:    9690/10000 (96.90%), error:      1173.52649, best error:      1025.87952 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 43.3647270203s, input_fired_time: 0.6493679881, output_fired_time: 0.3959675133, propagate_forward_time: 16.8035202026, propagate_backward_time: 24.0016231537, weight_update_time: 0.0647217035, other_time: 1.5142459869
epoch time: 3.6740357876s, input_fired_time: 0.0684193075, output_fired_time: 0.0000000000, propagate_forward_time: 3.3385195732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670969963
validation[          , genome  5728] predictions:    9667/  10000 (96.67%), best:    9690/10000 (96.90%), error:      1124.39282, best error:      1025.87952 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 43.4953422546s, input_fired_time: 0.6513540149, output_fired_time: 0.3965240121, propagate_forward_time: 16.8549308777, propagate_backward_time: 24.0512752533, weight_update_time: 0.0648847669, other_time: 1.5412578583
epoch time: 3.6751792431s, input_fired_time: 0.0687123090, output_fired_time: 0.0000000000, propagate_forward_time: 3.3447036743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617633343
validation[          , genome  5728] predictions:    9683/  10000 (96.83%), best:    9690/10000 (96.90%), error:      1053.58862, best error:      1025.87952 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 43.2148437500s, input_fired_time: 0.6498600841, output_fired_time: 0.3949824870, propagate_forward_time: 16.7512416840, propagate_backward_time: 23.9026470184, weight_update_time: 0.0648516342, other_time: 1.5161132812
epoch time: 3.6743052006s, input_fired_time: 0.0692950189, output_fired_time: 0.0000000000, propagate_forward_time: 3.3397998810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652103901
validation[          , genome  5728] predictions:    9652/  10000 (96.52%), best:    9690/10000 (96.90%), error:      1137.69421, best error:      1025.87952 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 43.3502349854s, input_fired_time: 0.6521362662, output_fired_time: 0.3972172737, propagate_forward_time: 16.7748451233, propagate_backward_time: 24.0082607269, weight_update_time: 0.0650658533, other_time: 1.5177745819
epoch time: 3.6729962826s, input_fired_time: 0.0701283365, output_fired_time: 0.0000000000, propagate_forward_time: 3.3399484158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629194260
validation[          , genome  5728] predictions:    9674/  10000 (96.74%), best:    9690/10000 (96.90%), error:      1057.83191, best error:      1025.87952 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 43.1920089722s, input_fired_time: 0.6507003903, output_fired_time: 0.3945491314, propagate_forward_time: 16.7252254486, propagate_backward_time: 23.8872871399, weight_update_time: 0.0653154254, other_time: 1.5342464447
epoch time: 3.6853935719s, input_fired_time: 0.0694350526, output_fired_time: 0.0000000000, propagate_forward_time: 3.3516616821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642967701
validation[          , genome  5728] predictions:    9665/  10000 (96.65%), best:    9690/10000 (96.90%), error:      1114.60803, best error:      1025.87952 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 43.2973594666s, input_fired_time: 0.6546462178, output_fired_time: 0.3954424262, propagate_forward_time: 16.7583198547, propagate_backward_time: 23.9489192963, weight_update_time: 0.0651543960, other_time: 1.5400295258
epoch time: 3.6796274185s, input_fired_time: 0.0700266138, output_fired_time: 0.0000000000, propagate_forward_time: 3.3451411724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644596100
validation[          , genome  5728] predictions:    9616/  10000 (96.16%), best:    9690/10000 (96.90%), error:      1276.47046, best error:      1025.87952 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 43.2662010193s, input_fired_time: 0.6516146660, output_fired_time: 0.4025082886, propagate_forward_time: 16.7530994415, propagate_backward_time: 23.9253597260, weight_update_time: 0.0651991889, other_time: 1.5336189270
epoch time: 3.6970493793s, input_fired_time: 0.0722949654, output_fired_time: 0.0000000000, propagate_forward_time: 3.3528492451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719051838
validation[          , genome  5728] predictions:    9654/  10000 (96.54%), best:    9690/10000 (96.90%), error:      1173.63623, best error:      1025.87952 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.2595558167s, input_fired_time: 0.6513020396, output_fired_time: 0.3959155679, propagate_forward_time: 16.7566204071, propagate_backward_time: 23.9130668640, weight_update_time: 0.0654710531, other_time: 1.5426502228
epoch time: 3.6798803806s, input_fired_time: 0.0710850284, output_fired_time: 0.0000000000, propagate_forward_time: 3.3446040154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641913891
validation[          , genome  5728] predictions:    9657/  10000 (96.57%), best:    9690/10000 (96.90%), error:      1172.94263, best error:      1025.87952 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 43.5745315552s, input_fired_time: 0.6534664035, output_fired_time: 0.3963508010, propagate_forward_time: 16.8768081665, propagate_backward_time: 24.0858535767, weight_update_time: 0.0657614022, other_time: 1.5620536804
epoch time: 3.6734383106s, input_fired_time: 0.0694202036, output_fired_time: 0.0000000000, propagate_forward_time: 3.3416459560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623722553
validation[          , genome  5728] predictions:    9679/  10000 (96.79%), best:    9690/10000 (96.90%), error:      1034.96582, best error:      1025.87952 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 43.1688537598s, input_fired_time: 0.6529971361, output_fired_time: 0.3941676617, propagate_forward_time: 16.7171611786, propagate_backward_time: 23.8745918274, weight_update_time: 0.0656642020, other_time: 1.5299358368
epoch time: 3.6728618145s, input_fired_time: 0.0704636574, output_fired_time: 0.0000000000, propagate_forward_time: 3.3396627903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627353668
validation[          , genome  5728] predictions:    9682/  10000 (96.82%), best:    9690/10000 (96.90%), error:      1057.53577, best error:      1025.87952 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 43.2224502563s, input_fired_time: 0.6546462178, output_fired_time: 0.3946719468, propagate_forward_time: 16.7338848114, propagate_backward_time: 23.9065856934, weight_update_time: 0.0656348541, other_time: 1.5326595306
epoch time: 3.6725482941s, input_fired_time: 0.0704150274, output_fired_time: 0.0000000000, propagate_forward_time: 3.3397367001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623965740
validation[          , genome  5728] predictions:    9663/  10000 (96.63%), best:    9690/10000 (96.90%), error:      1161.64758, best error:      1025.87952 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 43.2185859680s, input_fired_time: 0.6529143453, output_fired_time: 0.3941522241, propagate_forward_time: 16.7439632416, propagate_backward_time: 23.8999805450, weight_update_time: 0.0654942170, other_time: 1.5275726318
epoch time: 3.6721642017s, input_fired_time: 0.0696173534, output_fired_time: 0.0000000000, propagate_forward_time: 3.3398616314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626852989
validation[          , genome  5728] predictions:    9679/  10000 (96.79%), best:    9690/10000 (96.90%), error:      1057.09058, best error:      1025.87952 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 43.2680206299s, input_fired_time: 0.6561575532, output_fired_time: 0.3946271241, propagate_forward_time: 16.7482967377, propagate_backward_time: 23.9227428436, weight_update_time: 0.0659123436, other_time: 1.5461959839
epoch time: 3.6730561256s, input_fired_time: 0.0706082806, output_fired_time: 0.0000000000, propagate_forward_time: 3.3400807381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623670101
validation[          , genome  5728] predictions:    9649/  10000 (96.49%), best:    9690/10000 (96.90%), error:      1156.15527, best error:      1025.87952 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 43.1581687927s, input_fired_time: 0.6511783600, output_fired_time: 0.3938212097, propagate_forward_time: 16.7175159454, propagate_backward_time: 23.8796195984, weight_update_time: 0.0650861338, other_time: 1.5160312653
epoch time: 3.6859107018s, input_fired_time: 0.0724760666, output_fired_time: 0.0000000000, propagate_forward_time: 3.3460466862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673878670
validation[          , genome  5728] predictions:    9676/  10000 (96.76%), best:    9690/10000 (96.90%), error:      1039.86426, best error:      1025.87952 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 43.1842689514s, input_fired_time: 0.6534361243, output_fired_time: 0.3945899308, propagate_forward_time: 16.7255382538, propagate_backward_time: 23.8864593506, weight_update_time: 0.0648841932, other_time: 1.5242481232
epoch time: 3.6800360680s, input_fired_time: 0.0700042024, output_fired_time: 0.0000000000, propagate_forward_time: 3.3399047852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701270580
validation[          , genome  5728] predictions:    9671/  10000 (96.71%), best:    9690/10000 (96.90%), error:      1099.85852, best error:      1025.87952 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 43.1844635010s, input_fired_time: 0.6537396312, output_fired_time: 0.3954690099, propagate_forward_time: 16.7179756165, propagate_backward_time: 23.8841533661, weight_update_time: 0.0653114170, other_time: 1.5331249237
epoch time: 3.6733109951s, input_fired_time: 0.0706627071, output_fired_time: 0.0000000000, propagate_forward_time: 3.3393731117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632751465
validation[          , genome  5728] predictions:    9662/  10000 (96.62%), best:    9690/10000 (96.90%), error:      1123.08252, best error:      1025.87952 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 43.1389961243s, input_fired_time: 0.6536884308, output_fired_time: 0.3963114917, propagate_forward_time: 16.7100086212, propagate_backward_time: 23.8623924255, weight_update_time: 0.0652801692, other_time: 1.5165920258
epoch time: 3.6763749123s, input_fired_time: 0.0705815405, output_fired_time: 0.0000000000, propagate_forward_time: 3.3395047188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662887573
validation[          , genome  5728] predictions:    9669/  10000 (96.69%), best:    9690/10000 (96.90%), error:      1099.83411, best error:      1025.87952 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 43.1403160095s, input_fired_time: 0.6530730128, output_fired_time: 0.3947153687, propagate_forward_time: 16.7145195007, propagate_backward_time: 23.8620510101, weight_update_time: 0.0653070956, other_time: 1.5159587860
epoch time: 3.6720228195s, input_fired_time: 0.0701831132, output_fired_time: 0.0000000000, propagate_forward_time: 3.3400273323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618124485
validation[          , genome  5728] predictions:    9679/  10000 (96.79%), best:    9690/10000 (96.90%), error:      1074.40796, best error:      1025.87952 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 43.8346290588s, input_fired_time: 0.6586616635, output_fired_time: 0.4002221525, propagate_forward_time: 16.9968280792, propagate_backward_time: 24.2399711609, weight_update_time: 0.0660258010, other_time: 1.5389461517
epoch time: 3.6778826714s, input_fired_time: 0.0701681450, output_fired_time: 0.0000000000, propagate_forward_time: 3.3422460556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654683590
validation[          , genome  5728] predictions:    9662/  10000 (96.62%), best:    9690/10000 (96.90%), error:      1108.98230, best error:      1025.87952 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 44.0489006042s, input_fired_time: 0.6606438756, output_fired_time: 0.4016923606, propagate_forward_time: 17.0871372223, propagate_backward_time: 24.3461856842, weight_update_time: 0.0659678802, other_time: 1.5532417297
epoch time: 3.6851940155s, input_fired_time: 0.0706681460, output_fired_time: 0.0000000000, propagate_forward_time: 3.3493943214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651314735
validation[          , genome  5728] predictions:    9652/  10000 (96.52%), best:    9690/10000 (96.90%), error:      1148.88965, best error:      1025.87952 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 43.1771850586s, input_fired_time: 0.6533284187, output_fired_time: 0.3960453868, propagate_forward_time: 16.7203636169, propagate_backward_time: 23.8828182220, weight_update_time: 0.0650978759, other_time: 1.5246295929
epoch time: 3.6978292465s, input_fired_time: 0.0724043027, output_fired_time: 0.0000000000, propagate_forward_time: 3.3567125797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687122822
validation[          , genome  5728] predictions:    9691/  10000 (96.91%), best:    9690/10000 (96.90%), error:      1069.51758, best error:      1025.87952 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 43.4553413391s, input_fired_time: 0.6534465551, output_fired_time: 0.3978748322, propagate_forward_time: 16.8420467377, propagate_backward_time: 24.0305461884, weight_update_time: 0.0653293654, other_time: 1.5314292908
epoch time: 3.6720564365s, input_fired_time: 0.0702759176, output_fired_time: 0.0000000000, propagate_forward_time: 3.3392095566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625708580
validation[          , genome  5728] predictions:    9653/  10000 (96.53%), best:    9690/10000 (96.90%), error:      1109.53625, best error:      1025.87952 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 43.4739112854s, input_fired_time: 0.6564949751, output_fired_time: 0.3974437416, propagate_forward_time: 16.8620796204, propagate_backward_time: 24.0245895386, weight_update_time: 0.0650268197, other_time: 1.5333061218
epoch time: 3.6713161469s, input_fired_time: 0.0707244799, output_fired_time: 0.0000000000, propagate_forward_time: 3.3378202915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627713680
validation[          , genome  5728] predictions:    9625/  10000 (96.25%), best:    9690/10000 (96.90%), error:      1174.37964, best error:      1025.87952 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 43.5076255798s, input_fired_time: 0.6575720906, output_fired_time: 0.3981770873, propagate_forward_time: 16.8583412170, propagate_backward_time: 24.0582962036, weight_update_time: 0.0651019812, other_time: 1.5352363586
epoch time: 3.6821448803s, input_fired_time: 0.0708890110, output_fired_time: 0.0000000000, propagate_forward_time: 3.3464772701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647786140
validation[          , genome  5728] predictions:    9687/  10000 (96.87%), best:    9690/10000 (96.90%), error:      1042.63965, best error:      1025.87952 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 43.2580375671s, input_fired_time: 0.6564558744, output_fired_time: 0.3958061337, propagate_forward_time: 16.7605762482, propagate_backward_time: 23.9242420197, weight_update_time: 0.0650051385, other_time: 1.5209579468
epoch time: 3.6771571636s, input_fired_time: 0.0710277930, output_fired_time: 0.0000000000, propagate_forward_time: 3.3437850475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623443604
validation[          , genome  5728] predictions:    9693/  10000 (96.93%), best:    9690/10000 (96.90%), error:      1055.26416, best error:      1025.87952 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 43.1939659119s, input_fired_time: 0.6558896899, output_fired_time: 0.3949904740, propagate_forward_time: 16.7412548065, propagate_backward_time: 23.8928947449, weight_update_time: 0.0649477690, other_time: 1.5089359283
epoch time: 3.6701397896s, input_fired_time: 0.0712216124, output_fired_time: 0.0000000000, propagate_forward_time: 3.3379533291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609648705
validation[          , genome  5728] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1017.90198, best error:      1017.90198 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 43.2151870728s, input_fired_time: 0.6596785784, output_fired_time: 0.3948258162, propagate_forward_time: 16.7466278076, propagate_backward_time: 23.8990287781, weight_update_time: 0.0646879151, other_time: 1.5150260925
epoch time: 3.6709134579s, input_fired_time: 0.0709882900, output_fired_time: 0.0000000000, propagate_forward_time: 3.3382129669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617123127
validation[          , genome  5728] predictions:    9656/  10000 (96.56%), best:    9685/10000 (96.85%), error:      1091.62598, best error:      1017.90198 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 43.2619743347s, input_fired_time: 0.6577425003, output_fired_time: 0.3958522975, propagate_forward_time: 16.7617759705, propagate_backward_time: 23.9330501556, weight_update_time: 0.0647905841, other_time: 1.5135555267
epoch time: 3.7388198376s, input_fired_time: 0.0717974603, output_fired_time: 0.0000000000, propagate_forward_time: 3.3996975422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673249245
validation[          , genome  5728] predictions:    9620/  10000 (96.20%), best:    9685/10000 (96.85%), error:      1211.78137, best error:      1017.90198 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 44.4122047424s, input_fired_time: 0.6662177444, output_fired_time: 0.4053475857, propagate_forward_time: 17.2573814392, propagate_backward_time: 24.5319881439, weight_update_time: 0.0660201088, other_time: 1.5512714386
epoch time: 3.6848123074s, input_fired_time: 0.0702064112, output_fired_time: 0.0000000000, propagate_forward_time: 3.3433966637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712092400
validation[          , genome  5728] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1015.27490, best error:      1015.27490 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 43.5022888184s, input_fired_time: 0.6611768007, output_fired_time: 0.3985876143, propagate_forward_time: 16.8453330994, propagate_backward_time: 24.0369167328, weight_update_time: 0.0651114359, other_time: 1.5602741241
epoch time: 3.6773490906s, input_fired_time: 0.0708597079, output_fired_time: 0.0000000000, propagate_forward_time: 3.3433868885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631025314
validation[          , genome  5728] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1105.98743, best error:      1015.27490 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 43.5320854187s, input_fired_time: 0.6597850323, output_fired_time: 0.4058432281, propagate_forward_time: 16.8255844116, propagate_backward_time: 24.1054782867, weight_update_time: 0.0650854930, other_time: 1.5353946686
epoch time: 3.6778464317s, input_fired_time: 0.0706989616, output_fired_time: 0.0000000000, propagate_forward_time: 3.3404052258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667422295
validation[          , genome  5728] predictions:    9685/  10000 (96.85%), best:    9703/10000 (97.03%), error:      1053.45569, best error:      1015.27490 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 43.2334976196s, input_fired_time: 0.6588085890, output_fired_time: 0.3963912129, propagate_forward_time: 16.7343139648, propagate_backward_time: 23.9086418152, weight_update_time: 0.0650689676, other_time: 1.5353393555
epoch time: 3.6985132694s, input_fired_time: 0.0716826543, output_fired_time: 0.0000000000, propagate_forward_time: 3.3614823818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653481960
validation[          , genome  5728] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1017.24078, best error:      1015.27490 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 43.2619934082s, input_fired_time: 0.6601037383, output_fired_time: 0.3960441649, propagate_forward_time: 16.7478313446, propagate_backward_time: 23.9305019379, weight_update_time: 0.0650104955, other_time: 1.5275115967
epoch time: 3.6749887466s, input_fired_time: 0.0713331178, output_fired_time: 0.0000000000, propagate_forward_time: 3.3407883644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628672123
validation[          , genome  5728] predictions:    9691/  10000 (96.91%), best:    9703/10000 (97.03%), error:      1034.32532, best error:      1015.27490 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 43.5874099731s, input_fired_time: 0.6644327044, output_fired_time: 0.3994502723, propagate_forward_time: 16.8711395264, propagate_backward_time: 24.1120681763, weight_update_time: 0.0653199628, other_time: 1.5403213501
epoch time: 3.7943100929s, input_fired_time: 0.0727783069, output_fired_time: 0.0000000000, propagate_forward_time: 3.4481835365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733483315
validation[          , genome  5728] predictions:    9652/  10000 (96.52%), best:    9703/10000 (97.03%), error:      1091.84912, best error:      1015.27490 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 43.3302612305s, input_fired_time: 0.6566435695, output_fired_time: 0.3980706334, propagate_forward_time: 16.7879943848, propagate_backward_time: 24.0153617859, weight_update_time: 0.0605970137, other_time: 1.4721908569
epoch time: 3.6654784679s, input_fired_time: 0.0707401112, output_fired_time: 0.0000000000, propagate_forward_time: 3.3369014263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578368187
validation[          , genome  5728] predictions:    9701/  10000 (97.01%), best:    9703/10000 (97.03%), error:      1038.16394, best error:      1015.27490 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 43.1397781372s, input_fired_time: 0.6532378197, output_fired_time: 0.3959818482, propagate_forward_time: 16.6973304749, propagate_backward_time: 23.9497718811, weight_update_time: 0.0602360331, other_time: 1.4434585571
epoch time: 3.6659302711s, input_fired_time: 0.0709075183, output_fired_time: 0.0000000000, propagate_forward_time: 3.3371245861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578980923
validation[          , genome  5728] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1080.01147, best error:      1015.27490 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 43.1106300354s, input_fired_time: 0.6552430987, output_fired_time: 0.3950283825, propagate_forward_time: 16.7299499512, propagate_backward_time: 23.8844966888, weight_update_time: 0.0602638125, other_time: 1.4459133148
epoch time: 3.6778452396s, input_fired_time: 0.0706075206, output_fired_time: 0.0000000000, propagate_forward_time: 3.3495588303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576789856
validation[          , genome  5728] predictions:    9674/  10000 (96.74%), best:    9703/10000 (97.03%), error:      1096.87781, best error:      1015.27490 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 43.1400756836s, input_fired_time: 0.6537287235, output_fired_time: 0.3953493237, propagate_forward_time: 16.7187843323, propagate_backward_time: 23.9280166626, weight_update_time: 0.0603644289, other_time: 1.4441986084
epoch time: 3.6656274796s, input_fired_time: 0.0708752126, output_fired_time: 0.0000000000, propagate_forward_time: 3.3371608257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575914860
validation[          , genome  5728] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1099.94714, best error:      1015.27490 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 43.2851905823s, input_fired_time: 0.6555334926, output_fired_time: 0.3975435197, propagate_forward_time: 16.7452735901, propagate_backward_time: 24.0354728699, weight_update_time: 0.0604461990, other_time: 1.4513664246
epoch time: 3.6627614498s, input_fired_time: 0.0696232989, output_fired_time: 0.0000000000, propagate_forward_time: 3.3362672329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568709850
validation[          , genome  5728] predictions:    9614/  10000 (96.14%), best:    9703/10000 (97.03%), error:      1294.45532, best error:      1015.27490 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 43.2355842590s, input_fired_time: 0.6542397141, output_fired_time: 0.3981651664, propagate_forward_time: 16.7339897156, propagate_backward_time: 24.0017032623, weight_update_time: 0.0604429282, other_time: 1.4474849701
epoch time: 3.6650052071s, input_fired_time: 0.0712236986, output_fired_time: 0.0000000000, propagate_forward_time: 3.3366308212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571506500
validation[          , genome  5728] predictions:    9689/  10000 (96.89%), best:    9703/10000 (97.03%), error:      1045.02661, best error:      1015.27490 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 43.1852378845s, input_fired_time: 0.6560059190, output_fired_time: 0.3964320719, propagate_forward_time: 16.7381916046, propagate_backward_time: 23.9470996857, weight_update_time: 0.0605771355, other_time: 1.4475097656
epoch time: 3.6636526585s, input_fired_time: 0.0708919242, output_fired_time: 0.0000000000, propagate_forward_time: 3.3360557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567050457
validation[          , genome  5728] predictions:    9685/  10000 (96.85%), best:    9703/10000 (97.03%), error:      1058.95117, best error:      1015.27490 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 43.0238723755s, input_fired_time: 0.6535255909, output_fired_time: 0.3929240108, propagate_forward_time: 16.6955032349, propagate_backward_time: 23.8390922546, weight_update_time: 0.0602871291, other_time: 1.4428253174
epoch time: 3.7278990746s, input_fired_time: 0.0722895190, output_fired_time: 0.0000000000, propagate_forward_time: 3.3943221569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612874508
validation[          , genome  5728] predictions:    9684/  10000 (96.84%), best:    9703/10000 (97.03%), error:      1046.79529, best error:      1015.27490 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 43.2195930481s, input_fired_time: 0.6552389860, output_fired_time: 0.3964415193, propagate_forward_time: 16.7515201569, propagate_backward_time: 23.9697360992, weight_update_time: 0.0602171160, other_time: 1.4466552734
epoch time: 3.6688067913s, input_fired_time: 0.0710759908, output_fired_time: 0.0000000000, propagate_forward_time: 3.3363497257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613811493
validation[          , genome  5728] predictions:    9679/  10000 (96.79%), best:    9703/10000 (97.03%), error:      1080.39929, best error:      1015.27490 on epoch:    86, 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: 18.4117641449s, input_fired_time: 0.3519584537, output_fired_time: 0.0000000000, propagate_forward_time: 16.7276210785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3321838379
best training[          , genome  5728] predictions:   49292/  50000 (98.58%), best:    9703/10000 (97.03%), error:      2607.91333, best error:      1015.27490 on epoch:    86, 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: 3.6699602604s, input_fired_time: 0.0685232878, output_fired_time: 0.0000000000, propagate_forward_time: 3.3394823074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619547844
   testing[          , genome  5728] predictions:    9747/  10000 (97.47%), best:    9703/10000 (97.03%), error:       877.42456, best error:      1015.27490 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:54:32 (4306): called boinc_finish(0)

</stderr_txt>
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