Nameexact_genome_1512568488_42_6630_0
Workunit2604347
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline15 Dec 2017, 4:16:24 UTC
Received8 Dec 2017, 0:10:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 6 min 1 sec
CPU time2 hours 5 min 34 sec
Validate stateValid
Credit1,825.62
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 68.1465454102s, input_fired_time: 0.9817854762, output_fired_time: 0.6565182209, propagate_forward_time: 27.2241115570, propagate_backward_time: 37.3571395874, weight_update_time: 0.0966942981, other_time: 1.9269866943
epoch time: 6.0580010414s, input_fired_time: 0.1116593927, output_fired_time: 0.0000000000, propagate_forward_time: 5.5978951454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484463692
validation[          , genome  6630] predictions:    9720/  10000 (97.20%), best:    9715/10000 (97.15%), error:      1000.01855, best error:       960.69019 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.1037521362s, input_fired_time: 0.9816591740, output_fired_time: 0.6577705145, propagate_forward_time: 27.2491779327, propagate_backward_time: 37.3089294434, weight_update_time: 0.0962740779, other_time: 1.9062194824
epoch time: 5.8829536438s, input_fired_time: 0.1081876978, output_fired_time: 0.0000000000, propagate_forward_time: 5.4374489784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373169899
validation[          , genome  6630] predictions:    9646/  10000 (96.46%), best:    9715/10000 (97.15%), error:      1172.08630, best error:       960.69019 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 68.8682327271s, input_fired_time: 0.9909948707, output_fired_time: 0.6542559862, propagate_forward_time: 27.5834503174, propagate_backward_time: 37.7128639221, weight_update_time: 0.0975034684, other_time: 1.9266624451
epoch time: 5.9729528427s, input_fired_time: 0.1101103798, output_fired_time: 0.0000000000, propagate_forward_time: 5.5175876617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452548981
validation[          , genome  6630] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       943.07501, best error:       943.07501 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 68.3471755981s, input_fired_time: 0.9831001759, output_fired_time: 0.6548886299, propagate_forward_time: 27.2841320038, propagate_backward_time: 37.5011405945, weight_update_time: 0.0965725034, other_time: 1.9239082336
epoch time: 5.8647050858s, input_fired_time: 0.1089627892, output_fired_time: 0.0000000000, propagate_forward_time: 5.4204840660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352580070
validation[          , genome  6630] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       901.21289, best error:       901.21289 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.1644592285s, input_fired_time: 0.9834197164, output_fired_time: 0.6504284143, propagate_forward_time: 27.2409057617, propagate_backward_time: 37.3711433411, weight_update_time: 0.0966372490, other_time: 1.9185600281
epoch time: 6.0594058037s, input_fired_time: 0.1117782816, output_fired_time: 0.0000000000, propagate_forward_time: 5.5938339233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537936211
validation[          , genome  6630] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       969.87823, best error:       901.21289 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 68.8504638672s, input_fired_time: 0.9930524230, output_fired_time: 0.6556640267, propagate_forward_time: 27.4957027435, propagate_backward_time: 37.7391929626, weight_update_time: 0.0980787724, other_time: 1.9668540955
epoch time: 5.9443473816s, input_fired_time: 0.1077939570, output_fired_time: 0.0000000000, propagate_forward_time: 5.4923586845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441948891
validation[          , genome  6630] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       864.21838, best error:       864.21838 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.9869766235s, input_fired_time: 1.0078068972, output_fired_time: 0.6606728435, propagate_forward_time: 27.6110477448, propagate_backward_time: 37.7527351379, weight_update_time: 0.0980468318, other_time: 1.9547157288
epoch time: 5.9285793304s, input_fired_time: 0.1093885601, output_fired_time: 0.0000000000, propagate_forward_time: 5.4784626961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407282829
validation[          , genome  6630] predictions:    9663/  10000 (96.63%), best:    9736/10000 (97.36%), error:      1120.80725, best error:       864.21838 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 68.3952636719s, input_fired_time: 0.9843724370, output_fired_time: 0.6495534182, propagate_forward_time: 27.2749176025, propagate_backward_time: 37.5563545227, weight_update_time: 0.0964542925, other_time: 1.9300651550
epoch time: 5.8757328987s, input_fired_time: 0.1072050110, output_fired_time: 0.0000000000, propagate_forward_time: 5.4292016029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393263817
validation[          , genome  6630] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       886.55676, best error:       864.21838 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.4712371826s, input_fired_time: 1.0066175461, output_fired_time: 0.6538350582, propagate_forward_time: 27.4633693695, propagate_backward_time: 37.4424896240, weight_update_time: 0.0952472314, other_time: 1.9049301147
epoch time: 5.9564824104s, input_fired_time: 0.1041047126, output_fired_time: 0.0000000000, propagate_forward_time: 5.5214996338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308782578
validation[          , genome  6630] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       901.39099, best error:       864.21838 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.1964797974s, input_fired_time: 0.9901952744, output_fired_time: 0.6463831663, propagate_forward_time: 27.3219947815, propagate_backward_time: 37.3495635986, weight_update_time: 0.0941388160, other_time: 1.8883399963
epoch time: 5.9422807693s, input_fired_time: 0.1055876166, output_fired_time: 0.0000000000, propagate_forward_time: 5.5052337646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314595222
validation[          , genome  6630] predictions:    9738/  10000 (97.38%), best:    9736/10000 (97.36%), error:       893.35242, best error:       864.21838 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 68.5275497437s, input_fired_time: 0.9749717116, output_fired_time: 0.6545194387, propagate_forward_time: 27.4633121490, propagate_backward_time: 37.5636978149, weight_update_time: 0.0961856395, other_time: 1.8710556030
epoch time: 5.9078202248s, input_fired_time: 0.1027428284, output_fired_time: 0.0000000000, propagate_forward_time: 5.4799990654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250784874
validation[          , genome  6630] predictions:    9715/  10000 (97.15%), best:    9736/10000 (97.36%), error:       948.03674, best error:       864.21838 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 68.3010482788s, input_fired_time: 0.9897620082, output_fired_time: 0.6453848481, propagate_forward_time: 27.4083309174, propagate_backward_time: 37.3717079163, weight_update_time: 0.0945177972, other_time: 1.8858604431
epoch time: 5.8902182579s, input_fired_time: 0.1090920568, output_fired_time: 0.0000000000, propagate_forward_time: 5.4474067688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337192535
validation[          , genome  6630] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:       876.20477, best error:       864.21838 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 68.1978988647s, input_fired_time: 1.0192233324, output_fired_time: 0.6495499611, propagate_forward_time: 27.2558307648, propagate_backward_time: 37.3399925232, weight_update_time: 0.1001582444, other_time: 1.9333000183
epoch time: 5.8911833763s, input_fired_time: 0.1119477078, output_fired_time: 0.0000000000, propagate_forward_time: 5.4393424988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398933411
validation[          , genome  6630] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       949.86426, best error:       864.21838 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 68.2568130493s, input_fired_time: 0.9964188933, output_fired_time: 0.6781030297, propagate_forward_time: 27.2411308289, propagate_backward_time: 37.4328536987, weight_update_time: 0.0940760672, other_time: 1.9083061218
epoch time: 5.8907208443s, input_fired_time: 0.1098825186, output_fired_time: 0.0000000000, propagate_forward_time: 5.4437994957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370389938
validation[          , genome  6630] predictions:    9647/  10000 (96.47%), best:    9736/10000 (97.36%), error:      1105.17456, best error:       864.21838 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 68.3044662476s, input_fired_time: 0.9763491154, output_fired_time: 0.6433107853, propagate_forward_time: 27.3023223877, propagate_backward_time: 37.5085029602, weight_update_time: 0.0960510299, other_time: 1.8739814758
epoch time: 6.0184412003s, input_fired_time: 0.1131548882, output_fired_time: 0.0000000000, propagate_forward_time: 5.5627098083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425765038
validation[          , genome  6630] predictions:    9669/  10000 (96.69%), best:    9736/10000 (97.36%), error:      1123.47437, best error:       864.21838 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.2950744629s, input_fired_time: 0.9745800495, output_fired_time: 0.6431320906, propagate_forward_time: 27.3713779449, propagate_backward_time: 37.4499740601, weight_update_time: 0.0964179784, other_time: 1.8560104370
epoch time: 5.8513193130s, input_fired_time: 0.1030372530, output_fired_time: 0.0000000000, propagate_forward_time: 5.4238300323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244519234
validation[          , genome  6630] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:       991.44592, best error:       864.21838 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.3857040405s, input_fired_time: 1.0176917315, output_fired_time: 0.6497260332, propagate_forward_time: 27.3221797943, propagate_backward_time: 37.4296150208, weight_update_time: 0.0930530578, other_time: 1.9664878845
epoch time: 6.0423355103s, input_fired_time: 0.1326186806, output_fired_time: 0.0000000000, propagate_forward_time: 5.5771985054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325181007
validation[          , genome  6630] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       851.80243, best error:       851.80243 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.1960372925s, input_fired_time: 1.0052152872, output_fired_time: 0.6476252675, propagate_forward_time: 27.2660961151, propagate_backward_time: 37.3443031311, weight_update_time: 0.0978649631, other_time: 1.9327888489
epoch time: 5.9444785118s, input_fired_time: 0.1079007089, output_fired_time: 0.0000000000, propagate_forward_time: 5.4961762428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404016495
validation[          , genome  6630] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       851.57892, best error:       851.57892 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.8119583130s, input_fired_time: 0.9643480182, output_fired_time: 0.6408118010, propagate_forward_time: 27.1788311005, propagate_backward_time: 37.2024574280, weight_update_time: 0.0971504375, other_time: 1.8255119324
epoch time: 5.8407406807s, input_fired_time: 0.1027183980, output_fired_time: 0.0000000000, propagate_forward_time: 5.4171309471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208913803
validation[          , genome  6630] predictions:    9640/  10000 (96.40%), best:    9735/10000 (97.35%), error:      1062.35498, best error:       851.57892 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 68.1156845093s, input_fired_time: 0.9810328484, output_fired_time: 0.6422407627, propagate_forward_time: 27.2332229614, propagate_backward_time: 37.4008178711, weight_update_time: 0.1036023870, other_time: 1.8583679199
epoch time: 5.8625349998s, input_fired_time: 0.1022913381, output_fired_time: 0.0000000000, propagate_forward_time: 5.4385418892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217020035
validation[          , genome  6630] predictions:    9726/  10000 (97.26%), best:    9735/10000 (97.35%), error:       937.23419, best error:       851.57892 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 68.2106323242s, input_fired_time: 0.9732104540, output_fired_time: 0.6423066854, propagate_forward_time: 27.2739639282, propagate_backward_time: 37.4674835205, weight_update_time: 0.0963456109, other_time: 1.8536682129
epoch time: 5.9322018623s, input_fired_time: 0.1139274761, output_fired_time: 0.0000000000, propagate_forward_time: 5.4732809067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449935913
validation[          , genome  6630] predictions:    9722/  10000 (97.22%), best:    9735/10000 (97.35%), error:       907.76709, best error:       851.57892 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.2832870483s, input_fired_time: 0.9855819941, output_fired_time: 0.6437863111, propagate_forward_time: 27.2785415649, propagate_backward_time: 37.4697265625, weight_update_time: 0.0954293832, other_time: 1.9056549072
epoch time: 5.8884143829s, input_fired_time: 0.1058200449, output_fired_time: 0.0000000000, propagate_forward_time: 5.4472398758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353543282
validation[          , genome  6630] predictions:    9725/  10000 (97.25%), best:    9735/10000 (97.35%), error:       949.23907, best error:       851.57892 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.7451629639s, input_fired_time: 1.0323318243, output_fired_time: 0.6514001489, propagate_forward_time: 27.4290599823, propagate_backward_time: 37.6766395569, weight_update_time: 0.0927146748, other_time: 1.9557304382
epoch time: 5.8412714005s, input_fired_time: 0.1039175019, output_fired_time: 0.0000000000, propagate_forward_time: 5.4164843559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208694458
validation[          , genome  6630] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       952.95123, best error:       851.57892 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.2761459351s, input_fired_time: 0.9811844826, output_fired_time: 0.6433445215, propagate_forward_time: 27.2131061554, propagate_backward_time: 37.5662078857, weight_update_time: 0.0958973989, other_time: 1.8723068237
epoch time: 5.9162230492s, input_fired_time: 0.1038167626, output_fired_time: 0.0000000000, propagate_forward_time: 5.4894742966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229317665
validation[          , genome  6630] predictions:    9742/  10000 (97.42%), best:    9735/10000 (97.35%), error:       853.46838, best error:       851.57892 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 68.3675689697s, input_fired_time: 1.0035381317, output_fired_time: 0.6460766196, propagate_forward_time: 27.2567939758, propagate_backward_time: 37.5372962952, weight_update_time: 0.0934971496, other_time: 1.9238586426
epoch time: 5.9387278557s, input_fired_time: 0.1107884422, output_fired_time: 0.0000000000, propagate_forward_time: 5.4859628677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419766426
validation[          , genome  6630] predictions:    9685/  10000 (96.85%), best:    9735/10000 (97.35%), error:       974.16913, best error:       851.57892 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 68.5737075806s, input_fired_time: 1.0203652382, output_fired_time: 0.6522011757, propagate_forward_time: 27.3578052521, propagate_backward_time: 37.6254768372, weight_update_time: 0.0932234898, other_time: 1.9178657532
epoch time: 5.9337821007s, input_fired_time: 0.1128837541, output_fired_time: 0.0000000000, propagate_forward_time: 5.4770302773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438682556
validation[          , genome  6630] predictions:    9684/  10000 (96.84%), best:    9735/10000 (97.35%), error:      1070.10156, best error:       851.57892 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.5991363525s, input_fired_time: 1.0241736174, output_fired_time: 0.6526564360, propagate_forward_time: 27.3835334778, propagate_backward_time: 37.5626296997, weight_update_time: 0.0932440013, other_time: 1.9761466980
epoch time: 5.9139599800s, input_fired_time: 0.1125612780, output_fired_time: 0.0000000000, propagate_forward_time: 5.4572830200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441157341
validation[          , genome  6630] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       811.24091, best error:       811.24091 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.2378921509s, input_fired_time: 0.9826362729, output_fired_time: 0.6763315797, propagate_forward_time: 27.2979488373, propagate_backward_time: 37.4102439880, weight_update_time: 0.0955585986, other_time: 1.8707313538
epoch time: 5.8510241508s, input_fired_time: 0.1036161184, output_fired_time: 0.0000000000, propagate_forward_time: 5.4259228706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214850426
validation[          , genome  6630] predictions:    9726/  10000 (97.26%), best:    9742/10000 (97.42%), error:       903.67957, best error:       811.24091 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.8233795166s, input_fired_time: 0.9638848901, output_fired_time: 0.6389912963, propagate_forward_time: 27.1418724060, propagate_backward_time: 37.2504615784, weight_update_time: 0.1057271063, other_time: 1.8281707764
epoch time: 5.8343739510s, input_fired_time: 0.1022815108, output_fired_time: 0.0000000000, propagate_forward_time: 5.4117293358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203630447
validation[          , genome  6630] predictions:    9719/  10000 (97.19%), best:    9742/10000 (97.42%), error:       869.33887, best error:       811.24091 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 68.1899108887s, input_fired_time: 0.9849317074, output_fired_time: 0.6592031717, propagate_forward_time: 27.2528438568, propagate_backward_time: 37.4366836548, weight_update_time: 0.0959013626, other_time: 1.8562469482
epoch time: 5.9072642326s, input_fired_time: 0.1137362719, output_fired_time: 0.0000000000, propagate_forward_time: 5.4510765076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424515724
validation[          , genome  6630] predictions:    9752/  10000 (97.52%), best:    9742/10000 (97.42%), error:       835.90930, best error:       811.24091 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.3406219482s, input_fired_time: 1.0141859055, output_fired_time: 0.6474886537, propagate_forward_time: 27.3019714355, propagate_backward_time: 37.4643669128, weight_update_time: 0.0933782756, other_time: 1.9126091003
epoch time: 5.8861160278s, input_fired_time: 0.1149322316, output_fired_time: 0.0000000000, propagate_forward_time: 5.4340100288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371739388
validation[          , genome  6630] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       921.40460, best error:       811.24091 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.4057083130s, input_fired_time: 1.0056270361, output_fired_time: 0.6458674669, propagate_forward_time: 27.2333927155, propagate_backward_time: 37.6313552856, weight_update_time: 0.0939640626, other_time: 1.8894653320
epoch time: 5.8745384216s, input_fired_time: 0.1039632559, output_fired_time: 0.0000000000, propagate_forward_time: 5.4427609444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278141022
validation[          , genome  6630] predictions:    9736/  10000 (97.36%), best:    9742/10000 (97.42%), error:       850.07275, best error:       811.24091 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.4501037598s, input_fired_time: 1.0014121532, output_fired_time: 0.6447446942, propagate_forward_time: 27.3988952637, propagate_backward_time: 37.4997367859, weight_update_time: 0.0942216367, other_time: 1.9053153992
epoch time: 5.9663076401s, input_fired_time: 0.1076099426, output_fired_time: 0.0000000000, propagate_forward_time: 5.5155639648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431339264
validation[          , genome  6630] predictions:    9746/  10000 (97.46%), best:    9742/10000 (97.42%), error:       834.51062, best error:       811.24091 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.9395065308s, input_fired_time: 0.9752277732, output_fired_time: 0.6419994831, propagate_forward_time: 27.1336021423, propagate_backward_time: 37.3358688354, weight_update_time: 0.0963590890, other_time: 1.8528099060
epoch time: 5.8891415596s, input_fired_time: 0.1111500561, output_fired_time: 0.0000000000, propagate_forward_time: 5.4365644455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414268494
validation[          , genome  6630] predictions:    9731/  10000 (97.31%), best:    9742/10000 (97.42%), error:       896.05853, best error:       811.24091 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 68.2945709229s, input_fired_time: 0.9891979098, output_fired_time: 0.6421119571, propagate_forward_time: 27.2552185059, propagate_backward_time: 37.5450592041, weight_update_time: 0.0950405076, other_time: 1.8629837036
epoch time: 6.0803346634s, input_fired_time: 0.1054505780, output_fired_time: 0.0000000000, propagate_forward_time: 5.6517744064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231096268
validation[          , genome  6630] predictions:    9657/  10000 (96.57%), best:    9742/10000 (97.42%), error:      1092.91187, best error:       811.24091 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 68.4158630371s, input_fired_time: 1.0049588680, output_fired_time: 0.6538106203, propagate_forward_time: 27.3101387024, propagate_backward_time: 37.5519523621, weight_update_time: 0.0936006084, other_time: 1.8950042725
epoch time: 5.8851871490s, input_fired_time: 0.1117113307, output_fired_time: 0.0000000000, propagate_forward_time: 5.4374499321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360257149
validation[          , genome  6630] predictions:    9733/  10000 (97.33%), best:    9742/10000 (97.42%), error:       839.05127, best error:       811.24091 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.3421173096s, input_fired_time: 1.0037826300, output_fired_time: 0.6455547214, propagate_forward_time: 27.2977142334, propagate_backward_time: 37.4920616150, weight_update_time: 0.0954750702, other_time: 1.9030036926
epoch time: 5.9557957649s, input_fired_time: 0.1059871092, output_fired_time: 0.0000000000, propagate_forward_time: 5.5240392685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257694244
validation[          , genome  6630] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       866.87048, best error:       811.24091 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.8551864624s, input_fired_time: 0.9876375794, output_fired_time: 0.6496348381, propagate_forward_time: 27.5681381226, propagate_backward_time: 37.7839126587, weight_update_time: 0.0978402719, other_time: 1.8658599854
epoch time: 5.8750820160s, input_fired_time: 0.1100780740, output_fired_time: 0.0000000000, propagate_forward_time: 5.4294462204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355579376
validation[          , genome  6630] predictions:    9719/  10000 (97.19%), best:    9742/10000 (97.42%), error:       867.90417, best error:       811.24091 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 68.3013458252s, input_fired_time: 1.0135897398, output_fired_time: 0.6473692656, propagate_forward_time: 27.3160400391, propagate_backward_time: 37.4347953796, weight_update_time: 0.0937518775, other_time: 1.8895530701
epoch time: 5.8527870178s, input_fired_time: 0.1043605879, output_fired_time: 0.0000000000, propagate_forward_time: 5.4275155067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209109306
validation[          , genome  6630] predictions:    9746/  10000 (97.46%), best:    9742/10000 (97.42%), error:       823.28064, best error:       811.24091 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 68.0260086060s, input_fired_time: 0.9849190712, output_fired_time: 0.6424644589, propagate_forward_time: 27.2469902039, propagate_backward_time: 37.3011322021, weight_update_time: 0.0953811109, other_time: 1.8505058289
epoch time: 5.8916916847s, input_fired_time: 0.1085362732, output_fired_time: 0.0000000000, propagate_forward_time: 5.4546704292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284850121
validation[          , genome  6630] predictions:    9764/  10000 (97.64%), best:    9742/10000 (97.42%), error:       814.63196, best error:       811.24091 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.5818405151s, input_fired_time: 1.0111449957, output_fired_time: 0.6476486921, propagate_forward_time: 27.3113059998, propagate_backward_time: 37.7121963501, weight_update_time: 0.0936895236, other_time: 1.8995399475
epoch time: 5.8939590454s, input_fired_time: 0.1141274348, output_fired_time: 0.0000000000, propagate_forward_time: 5.4423666000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374648094
validation[          , genome  6630] predictions:    9739/  10000 (97.39%), best:    9742/10000 (97.42%), error:       847.73761, best error:       811.24091 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.2231826782s, input_fired_time: 0.9922581315, output_fired_time: 0.6496227980, propagate_forward_time: 27.2983264923, propagate_backward_time: 37.4365425110, weight_update_time: 0.0955889076, other_time: 1.8464393616
epoch time: 5.8668870926s, input_fired_time: 0.1084160805, output_fired_time: 0.0000000000, propagate_forward_time: 5.4341926575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242783546
validation[          , genome  6630] predictions:    9665/  10000 (96.65%), best:    9742/10000 (97.42%), error:      1089.25647, best error:       811.24091 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 68.9242172241s, input_fired_time: 1.0268741846, output_fired_time: 0.6490951180, propagate_forward_time: 27.5449275970, propagate_backward_time: 37.8056602478, weight_update_time: 0.0949074477, other_time: 1.8976631165
epoch time: 5.8745369911s, input_fired_time: 0.1087603867, output_fired_time: 0.0000000000, propagate_forward_time: 5.4383940697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273825645
validation[          , genome  6630] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       801.53613, best error:       801.53613 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.0892944336s, input_fired_time: 1.0022567511, output_fired_time: 0.6446143389, propagate_forward_time: 27.1848316193, propagate_backward_time: 37.3824882507, weight_update_time: 0.0954790115, other_time: 1.8751029968
epoch time: 5.9053530693s, input_fired_time: 0.1167672351, output_fired_time: 0.0000000000, propagate_forward_time: 5.4455404282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430452347
validation[          , genome  6630] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       835.73511, best error:       801.53613 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 68.8787002563s, input_fired_time: 1.0522689819, output_fired_time: 0.6535107493, propagate_forward_time: 27.5770664215, propagate_backward_time: 37.6476593018, weight_update_time: 0.0926422030, other_time: 1.9481964111
epoch time: 5.9210114479s, input_fired_time: 0.1146569327, output_fired_time: 0.0000000000, propagate_forward_time: 5.4669957161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393588066
validation[          , genome  6630] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       793.43994, best error:       793.43994 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 68.2514343262s, input_fired_time: 1.0039902925, output_fired_time: 0.6441352367, propagate_forward_time: 27.2782955170, propagate_backward_time: 37.4379997253, weight_update_time: 0.0956148580, other_time: 1.8870124817
epoch time: 5.9404439926s, input_fired_time: 0.1101361439, output_fired_time: 0.0000000000, propagate_forward_time: 5.4981570244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321509361
validation[          , genome  6630] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       933.42566, best error:       793.43994 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 68.5058288574s, input_fired_time: 1.0433590412, output_fired_time: 0.6611357331, propagate_forward_time: 27.2630500793, propagate_backward_time: 37.5937309265, weight_update_time: 0.0916426778, other_time: 1.9445571899
epoch time: 5.8628149033s, input_fired_time: 0.1143650264, output_fired_time: 0.0000000000, propagate_forward_time: 5.4136872292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347625732
validation[          , genome  6630] predictions:    9684/  10000 (96.84%), best:    9760/10000 (97.60%), error:       998.40082, best error:       793.43994 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.2813186646s, input_fired_time: 0.9870815277, output_fired_time: 0.6430723667, propagate_forward_time: 27.2803039551, propagate_backward_time: 37.5165863037, weight_update_time: 0.0970225334, other_time: 1.8542709351
epoch time: 5.8431839943s, input_fired_time: 0.1055434644, output_fired_time: 0.0000000000, propagate_forward_time: 5.4155988693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220415115
validation[          , genome  6630] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       926.38989, best error:       793.43994 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.3508071899s, input_fired_time: 1.0111998320, output_fired_time: 0.6469134092, propagate_forward_time: 27.3123512268, propagate_backward_time: 37.4948348999, weight_update_time: 0.0952338874, other_time: 1.8855094910
epoch time: 5.8950862885s, input_fired_time: 0.1154391319, output_fired_time: 0.0000000000, propagate_forward_time: 5.4381675720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414797783
validation[          , genome  6630] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       768.80884, best error:       768.80884 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.7004852295s, input_fired_time: 1.0494505167, output_fired_time: 0.6502888799, propagate_forward_time: 27.4406204224, propagate_backward_time: 37.5829124451, weight_update_time: 0.0926448330, other_time: 1.9772071838
epoch time: 5.9216532707s, input_fired_time: 0.1157712191, output_fired_time: 0.0000000000, propagate_forward_time: 5.4638624191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420195580
validation[          , genome  6630] predictions:    9749/  10000 (97.49%), best:    9755/10000 (97.55%), error:       797.50726, best error:       768.80884 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.4076309204s, input_fired_time: 1.0208767653, output_fired_time: 0.6484993100, propagate_forward_time: 27.2656803131, propagate_backward_time: 37.5724945068, weight_update_time: 0.0942651629, other_time: 1.9000854492
epoch time: 5.8872008324s, input_fired_time: 0.1151737496, output_fired_time: 0.0000000000, propagate_forward_time: 5.4322400093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397870064
validation[          , genome  6630] predictions:    9759/  10000 (97.59%), best:    9755/10000 (97.55%), error:       795.33972, best error:       768.80884 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.3977355957s, input_fired_time: 1.0397983789, output_fired_time: 0.6500203609, propagate_forward_time: 27.2558383942, propagate_backward_time: 37.5069656372, weight_update_time: 0.0921911150, other_time: 1.9451217651
epoch time: 5.9457321167s, input_fired_time: 0.1152589098, output_fired_time: 0.0000000000, propagate_forward_time: 5.4880809784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423924446
validation[          , genome  6630] predictions:    9761/  10000 (97.61%), best:    9755/10000 (97.55%), error:       803.51367, best error:       768.80884 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.4035568237s, input_fired_time: 1.0428794622, output_fired_time: 0.6521611810, propagate_forward_time: 27.2861518860, propagate_backward_time: 37.4690818787, weight_update_time: 0.0931980833, other_time: 1.9532852173
epoch time: 5.8859653473s, input_fired_time: 0.1161272004, output_fired_time: 0.0000000000, propagate_forward_time: 5.4335322380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363060951
validation[          , genome  6630] predictions:    9740/  10000 (97.40%), best:    9755/10000 (97.55%), error:       860.39807, best error:       768.80884 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 69.0535736084s, input_fired_time: 1.0353722572, output_fired_time: 0.6624144316, propagate_forward_time: 27.4959869385, propagate_backward_time: 37.9064865112, weight_update_time: 0.0941855684, other_time: 1.9533157349
epoch time: 6.1589250565s, input_fired_time: 0.1142065823, output_fired_time: 0.0000000000, propagate_forward_time: 5.6954240799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492941856
validation[          , genome  6630] predictions:    9744/  10000 (97.44%), best:    9755/10000 (97.55%), error:       825.30609, best error:       768.80884 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 68.7221298218s, input_fired_time: 1.0010335445, output_fired_time: 0.6442355514, propagate_forward_time: 27.4265003204, propagate_backward_time: 37.7535018921, weight_update_time: 0.0968494192, other_time: 1.8968658447
epoch time: 5.8723683357s, input_fired_time: 0.1075329036, output_fired_time: 0.0000000000, propagate_forward_time: 5.4375758171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272595406
validation[          , genome  6630] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       924.65863, best error:       768.80884 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.1921844482s, input_fired_time: 1.0020120144, output_fired_time: 0.6425750852, propagate_forward_time: 27.3405570984, propagate_backward_time: 37.3432769775, weight_update_time: 0.0963413566, other_time: 1.8637580872
epoch time: 5.8972768784s, input_fired_time: 0.1160003319, output_fired_time: 0.0000000000, propagate_forward_time: 5.4403882027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408885002
validation[          , genome  6630] predictions:    9762/  10000 (97.62%), best:    9755/10000 (97.55%), error:       803.58118, best error:       768.80884 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.4338302612s, input_fired_time: 1.0402483940, output_fired_time: 0.6489591599, propagate_forward_time: 27.3374729156, propagate_backward_time: 37.4803581238, weight_update_time: 0.0930212066, other_time: 1.9267997742
epoch time: 5.9051570892s, input_fired_time: 0.1089521348, output_fired_time: 0.0000000000, propagate_forward_time: 5.4658617973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303432465
validation[          , genome  6630] predictions:    9704/  10000 (97.04%), best:    9755/10000 (97.55%), error:       961.57794, best error:       768.80884 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 68.2130737305s, input_fired_time: 1.0092883110, output_fired_time: 0.6449944377, propagate_forward_time: 27.2198581696, propagate_backward_time: 37.4731636047, weight_update_time: 0.0964256227, other_time: 1.8657722473
epoch time: 5.8974585533s, input_fired_time: 0.1156290621, output_fired_time: 0.0000000000, propagate_forward_time: 5.4410085678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408207893
validation[          , genome  6630] predictions:    9660/  10000 (96.60%), best:    9755/10000 (97.55%), error:      1053.08032, best error:       768.80884 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 69.5263977051s, input_fired_time: 1.0576603413, output_fired_time: 0.6585777998, propagate_forward_time: 27.6782608032, propagate_backward_time: 38.1584777832, weight_update_time: 0.0952013507, other_time: 1.9734191895
epoch time: 5.9607367516s, input_fired_time: 0.1178087294, output_fired_time: 0.0000000000, propagate_forward_time: 5.4958028793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471250534
validation[          , genome  6630] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       956.68982, best error:       768.80884 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 68.6397399902s, input_fired_time: 1.0303572416, output_fired_time: 0.6488154531, propagate_forward_time: 27.3403816223, propagate_backward_time: 37.6997947693, weight_update_time: 0.0942417532, other_time: 1.9203872681
epoch time: 5.8551011086s, input_fired_time: 0.1066361964, output_fired_time: 0.0000000000, propagate_forward_time: 5.4265575409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219075203
validation[          , genome  6630] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       944.46649, best error:       768.80884 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.1005249023s, input_fired_time: 0.9885909557, output_fired_time: 0.6426792145, propagate_forward_time: 27.2146720886, propagate_backward_time: 37.4151077271, weight_update_time: 0.0971888527, other_time: 1.8394737244
epoch time: 5.8615221977s, input_fired_time: 0.1079112664, output_fired_time: 0.0000000000, propagate_forward_time: 5.4305424690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230686188
validation[          , genome  6630] predictions:    9743/  10000 (97.43%), best:    9755/10000 (97.55%), error:       851.07117, best error:       768.80884 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.5447158813s, input_fired_time: 1.0299848318, output_fired_time: 0.6504902840, propagate_forward_time: 27.3550376892, propagate_backward_time: 37.5997161865, weight_update_time: 0.0951717272, other_time: 1.9094886780
epoch time: 5.8869543076s, input_fired_time: 0.1170667335, output_fired_time: 0.0000000000, propagate_forward_time: 5.4298138618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400735855
validation[          , genome  6630] predictions:    9741/  10000 (97.41%), best:    9755/10000 (97.55%), error:       819.60315, best error:       768.80884 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.3843383789s, input_fired_time: 1.0534305573, output_fired_time: 0.6491250396, propagate_forward_time: 27.2376289368, propagate_backward_time: 37.4820747375, weight_update_time: 0.0920001864, other_time: 1.9620819092
epoch time: 5.8943428993s, input_fired_time: 0.1174603030, output_fired_time: 0.0000000000, propagate_forward_time: 5.4352669716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416156769
validation[          , genome  6630] predictions:    9751/  10000 (97.51%), best:    9755/10000 (97.55%), error:       821.02045, best error:       768.80884 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.3704528809s, input_fired_time: 1.0070571899, output_fired_time: 0.6484181285, propagate_forward_time: 27.3374614716, propagate_backward_time: 37.5018844604, weight_update_time: 0.0959598273, other_time: 1.8756332397
epoch time: 5.8527922630s, input_fired_time: 0.1072129309, output_fired_time: 0.0000000000, propagate_forward_time: 5.4249544144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206248283
validation[          , genome  6630] predictions:    9685/  10000 (96.85%), best:    9755/10000 (97.55%), error:      1033.09070, best error:       768.80884 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.4705047607s, input_fired_time: 0.9928299785, output_fired_time: 0.6421093941, propagate_forward_time: 27.3749961853, propagate_backward_time: 37.6153640747, weight_update_time: 0.0974642858, other_time: 1.8452033997
epoch time: 5.8352193832s, input_fired_time: 0.1062512174, output_fired_time: 0.0000000000, propagate_forward_time: 5.4087290764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202390671
validation[          , genome  6630] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       906.32379, best error:       768.80884 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.0729370117s, input_fired_time: 0.9959547520, output_fired_time: 0.6412393451, propagate_forward_time: 27.2270145416, propagate_backward_time: 37.3774375916, weight_update_time: 0.0970074162, other_time: 1.8312873840
epoch time: 5.8479619026s, input_fired_time: 0.1073806807, output_fired_time: 0.0000000000, propagate_forward_time: 5.4183444977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222365379
validation[          , genome  6630] predictions:    9696/  10000 (96.96%), best:    9755/10000 (97.55%), error:       989.53259, best error:       768.80884 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.3553695679s, input_fired_time: 1.0190603733, output_fired_time: 0.6451351047, propagate_forward_time: 27.3222198486, propagate_backward_time: 37.4963798523, weight_update_time: 0.0954602957, other_time: 1.8725776672
epoch time: 5.8729724884s, input_fired_time: 0.1094127223, output_fired_time: 0.0000000000, propagate_forward_time: 5.4422416687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213181496
validation[          , genome  6630] predictions:    9726/  10000 (97.26%), best:    9755/10000 (97.55%), error:       870.28534, best error:       768.80884 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.4272766113s, input_fired_time: 1.0228954554, output_fired_time: 0.6467669606, propagate_forward_time: 27.2623863220, propagate_backward_time: 37.6046752930, weight_update_time: 0.0949274749, other_time: 1.8905525208
epoch time: 5.9502139091s, input_fired_time: 0.1121583655, output_fired_time: 0.0000000000, propagate_forward_time: 5.5118565559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261990547
validation[          , genome  6630] predictions:    9748/  10000 (97.48%), best:    9755/10000 (97.55%), error:       853.25916, best error:       768.80884 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.3736572266s, input_fired_time: 1.0441755056, output_fired_time: 0.6516442895, propagate_forward_time: 27.2460231781, propagate_backward_time: 37.5171661377, weight_update_time: 0.0928480923, other_time: 1.9146499634
epoch time: 5.9231514931s, input_fired_time: 0.1160076186, output_fired_time: 0.0000000000, propagate_forward_time: 5.4696397781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375039101
validation[          , genome  6630] predictions:    9657/  10000 (96.57%), best:    9755/10000 (97.55%), error:      1106.85754, best error:       768.80884 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.8204193115s, input_fired_time: 1.0607068539, output_fired_time: 0.6551412344, propagate_forward_time: 27.4255352020, propagate_backward_time: 37.7005882263, weight_update_time: 0.0932555497, other_time: 1.9784431458
epoch time: 5.8978319168s, input_fired_time: 0.1162765697, output_fired_time: 0.0000000000, propagate_forward_time: 5.4408230782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407320976
validation[          , genome  6630] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       954.62268, best error:       768.80884 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.4406890869s, input_fired_time: 1.0340690613, output_fired_time: 0.6471902132, propagate_forward_time: 27.3215751648, propagate_backward_time: 37.5361518860, weight_update_time: 0.0946221948, other_time: 1.9016952515
epoch time: 5.8582577705s, input_fired_time: 0.1062958539, output_fired_time: 0.0000000000, propagate_forward_time: 5.4307270050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212347031
validation[          , genome  6630] predictions:    9730/  10000 (97.30%), best:    9755/10000 (97.55%), error:       894.94019, best error:       768.80884 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 68.3104400635s, input_fired_time: 0.9989786744, output_fired_time: 0.6439100504, propagate_forward_time: 27.2886028290, propagate_backward_time: 37.5098304749, weight_update_time: 0.1008900031, other_time: 1.8691139221
epoch time: 5.8615126610s, input_fired_time: 0.1080773398, output_fired_time: 0.0000000000, propagate_forward_time: 5.4334888458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199462891
validation[          , genome  6630] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       809.73206, best error:       768.80884 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 68.5284347534s, input_fired_time: 1.0446631908, output_fired_time: 0.6567035913, propagate_forward_time: 27.2771835327, propagate_backward_time: 37.6327629089, weight_update_time: 0.0941482261, other_time: 1.9171257019
epoch time: 5.9163894653s, input_fired_time: 0.1168615073, output_fired_time: 0.0000000000, propagate_forward_time: 5.4581694603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413586617
validation[          , genome  6630] predictions:    9769/  10000 (97.69%), best:    9755/10000 (97.55%), error:       802.42053, best error:       768.80884 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 68.5258712769s, input_fired_time: 1.0364944935, output_fired_time: 0.6489579082, propagate_forward_time: 27.3601016998, propagate_backward_time: 37.5505256653, weight_update_time: 0.0932471901, other_time: 1.9297981262
epoch time: 5.8490147591s, input_fired_time: 0.1091217697, output_fired_time: 0.0000000000, propagate_forward_time: 5.4180178642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218750954
validation[          , genome  6630] predictions:    9757/  10000 (97.57%), best:    9755/10000 (97.55%), error:       820.37177, best error:       768.80884 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 69.2854614258s, input_fired_time: 1.0026345253, output_fired_time: 0.6532256603, propagate_forward_time: 27.6379890442, propagate_backward_time: 38.0910301208, weight_update_time: 0.1000964195, other_time: 1.9005813599
epoch time: 5.8496832848s, input_fired_time: 0.1081166118, output_fired_time: 0.0000000000, propagate_forward_time: 5.4200696945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214969635
validation[          , genome  6630] predictions:    9757/  10000 (97.57%), best:    9755/10000 (97.55%), error:       792.54395, best error:       768.80884 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 68.9078598022s, input_fired_time: 1.0404367447, output_fired_time: 0.6496813297, propagate_forward_time: 27.5053462982, propagate_backward_time: 37.7894744873, weight_update_time: 0.0932353884, other_time: 1.9229202271
epoch time: 5.9124026299s, input_fired_time: 0.1176875159, output_fired_time: 0.0000000000, propagate_forward_time: 5.4542922974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404226303
validation[          , genome  6630] predictions:    9741/  10000 (97.41%), best:    9755/10000 (97.55%), error:       865.37018, best error:       768.80884 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.6796951294s, input_fired_time: 1.0210030079, output_fired_time: 0.6634157896, propagate_forward_time: 27.3647594452, propagate_backward_time: 37.7426490784, weight_update_time: 0.0962874144, other_time: 1.8878669739
epoch time: 5.8942499161s, input_fired_time: 0.1068773270, output_fired_time: 0.0000000000, propagate_forward_time: 5.4583616257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290109634
validation[          , genome  6630] predictions:    9696/  10000 (96.96%), best:    9755/10000 (97.55%), error:       960.98682, best error:       768.80884 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.3489990234s, input_fired_time: 1.0397322178, output_fired_time: 0.6506402493, propagate_forward_time: 27.2520217896, propagate_backward_time: 37.4810485840, weight_update_time: 0.0930637419, other_time: 1.9255523682
epoch time: 5.9078221321s, input_fired_time: 0.1197479144, output_fired_time: 0.0000000000, propagate_forward_time: 5.4454989433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425750732
validation[          , genome  6630] predictions:    9699/  10000 (96.99%), best:    9755/10000 (97.55%), error:      1004.32458, best error:       768.80884 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.8053588867s, input_fired_time: 1.0687313080, output_fired_time: 0.6687573195, propagate_forward_time: 27.8686542511, propagate_backward_time: 38.1954002380, weight_update_time: 0.0948884711, other_time: 2.0038185120
epoch time: 5.9274182320s, input_fired_time: 0.1192995235, output_fired_time: 0.0000000000, propagate_forward_time: 5.4647474289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433713913
validation[          , genome  6630] predictions:    9748/  10000 (97.48%), best:    9755/10000 (97.55%), error:       823.65491, best error:       768.80884 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.3342361450s, input_fired_time: 1.0503109694, output_fired_time: 0.6495292187, propagate_forward_time: 27.2419948578, propagate_backward_time: 37.4420089722, weight_update_time: 0.0922375992, other_time: 1.9503936768
epoch time: 5.8962521553s, input_fired_time: 0.1192662343, output_fired_time: 0.0000000000, propagate_forward_time: 5.4367141724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402719498
validation[          , genome  6630] predictions:    9767/  10000 (97.67%), best:    9755/10000 (97.55%), error:       778.52911, best error:       768.80884 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.4247207642s, input_fired_time: 1.0150202513, output_fired_time: 0.6668489575, propagate_forward_time: 27.3500232697, propagate_backward_time: 37.5258369446, weight_update_time: 0.0980929211, other_time: 1.8669929504
epoch time: 5.8554801941s, input_fired_time: 0.1091059372, output_fired_time: 0.0000000000, propagate_forward_time: 5.4244179726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219561577
validation[          , genome  6630] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       947.44061, best error:       768.80884 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.7451629639s, input_fired_time: 1.0324687958, output_fired_time: 0.6478678584, propagate_forward_time: 27.3545074463, propagate_backward_time: 37.7726936340, weight_update_time: 0.0963163897, other_time: 1.9376258850
epoch time: 5.8449778557s, input_fired_time: 0.1070207879, output_fired_time: 0.0000000000, propagate_forward_time: 5.4166970253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212599754
validation[          , genome  6630] predictions:    9754/  10000 (97.54%), best:    9755/10000 (97.55%), error:       792.34045, best error:       768.80884 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 68.7811813354s, input_fired_time: 1.0167520046, output_fired_time: 0.6423435807, propagate_forward_time: 27.5889053345, propagate_backward_time: 37.6877517700, weight_update_time: 0.0981158689, other_time: 1.8454284668
epoch time: 5.8514189720s, input_fired_time: 0.1101663038, output_fired_time: 0.0000000000, propagate_forward_time: 5.4198493958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214035034
validation[          , genome  6630] predictions:    9744/  10000 (97.44%), best:    9755/10000 (97.55%), error:       877.72491, best error:       768.80884 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.4828948975s, input_fired_time: 1.0580105782, output_fired_time: 0.6487146616, propagate_forward_time: 27.2954082489, propagate_backward_time: 37.5296058655, weight_update_time: 0.0933068991, other_time: 1.9511528015
epoch time: 5.9926614761s, input_fired_time: 0.1175544485, output_fired_time: 0.0000000000, propagate_forward_time: 5.5293111801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457956314
validation[          , genome  6630] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:      1005.65741, best error:       768.80884 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 68.7968902588s, input_fired_time: 1.0263733864, output_fired_time: 0.6491628885, propagate_forward_time: 27.5078086853, propagate_backward_time: 37.6954956055, weight_update_time: 0.0965845585, other_time: 1.9180488586
epoch time: 5.8495240211s, input_fired_time: 0.1105976850, output_fired_time: 0.0000000000, propagate_forward_time: 5.4188094139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201169968
validation[          , genome  6630] predictions:    9748/  10000 (97.48%), best:    9755/10000 (97.55%), error:       848.97522, best error:       768.80884 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 68.7270050049s, input_fired_time: 1.0185341835, output_fired_time: 0.6449177265, propagate_forward_time: 27.4605884552, propagate_backward_time: 37.7087326050, weight_update_time: 0.0969677791, other_time: 1.8942337036
epoch time: 5.9009423256s, input_fired_time: 0.1199325770, output_fired_time: 0.0000000000, propagate_forward_time: 5.4406061172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404035568
validation[          , genome  6630] predictions:    9749/  10000 (97.49%), best:    9755/10000 (97.55%), error:       843.42657, best error:       768.80884 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.4543075562s, input_fired_time: 1.0504394770, output_fired_time: 0.6465755105, propagate_forward_time: 27.3930664062, propagate_backward_time: 37.4387550354, weight_update_time: 0.0941249654, other_time: 1.9254722595
epoch time: 5.8766031265s, input_fired_time: 0.1100673303, output_fired_time: 0.0000000000, propagate_forward_time: 5.4441509247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223848343
validation[          , genome  6630] predictions:    9753/  10000 (97.53%), best:    9755/10000 (97.55%), error:       856.60718, best error:       768.80884 on epoch:    62, 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: 29.5738601685s, input_fired_time: 0.5592565536, output_fired_time: 0.0000000000, propagate_forward_time: 27.2744560242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7401466370
best training[          , genome  6630] predictions:   49638/  50000 (99.28%), best:    9755/10000 (97.55%), error:      1502.05811, best error:       768.80884 on epoch:    62, 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: 5.8595662117s, input_fired_time: 0.1031719074, output_fired_time: 0.0000000000, propagate_forward_time: 5.4321436882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242506981
   testing[          , genome  6630] predictions:    9802/  10000 (98.02%), best:    9755/10000 (97.55%), error:       645.00836, best error:       768.80884 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:09:51 (12887): called boinc_finish(0)

</stderr_txt>
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