Nameexact_genome_1512568488_42_3189_0
Workunit2587146
Created7 Dec 2017, 3:26:15 UTC
Sent7 Dec 2017, 3:31:50 UTC
Report deadline10 Dec 2017, 0:07:06 UTC
Received7 Dec 2017, 5:11:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 39 min 34 sec
CPU time1 hours 39 min 30 sec
Validate stateValid
Credit714.46
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.21 MB
Peak swap size152.98 MB
Peak disk usage1.22 MB

Stderr output

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

epoch time: 54.2240600586s, input_fired_time: 0.7924923897, output_fired_time: 0.6137330532, propagate_forward_time: 22.1391963959, propagate_backward_time: 28.3290462494, weight_update_time: 0.1166112199, other_time: 2.3495941162
epoch time: 4.9672365189s, input_fired_time: 0.0873191282, output_fired_time: 0.0000000000, propagate_forward_time: 4.4463253021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335923195
validation[          , genome  3189] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1419.77026, best error:      1419.77026 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 54.0201568604s, input_fired_time: 0.7937055826, output_fired_time: 0.6227645874, propagate_forward_time: 21.9955883026, propagate_backward_time: 28.2435550690, weight_update_time: 0.1158462539, other_time: 2.3645439148
epoch time: 4.7486453056s, input_fired_time: 0.0851827785, output_fired_time: 0.0000000000, propagate_forward_time: 4.2421040535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213585854
validation[          , genome  3189] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1400.14636, best error:      1400.14636 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.2179031372s, input_fired_time: 0.7866892815, output_fired_time: 0.6111383438, propagate_forward_time: 21.6765823364, propagate_backward_time: 27.8252639771, weight_update_time: 0.1143983305, other_time: 2.3182296753
epoch time: 4.9343562126s, input_fired_time: 0.0870574862, output_fired_time: 0.0000000000, propagate_forward_time: 4.4239716530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233269691
validation[          , genome  3189] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1381.06213, best error:      1381.06213 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.2776603699s, input_fired_time: 0.7994852662, output_fired_time: 0.6236805320, propagate_forward_time: 22.1272792816, propagate_backward_time: 28.3764247894, weight_update_time: 0.1163343638, other_time: 2.3507919312
epoch time: 4.9460487366s, input_fired_time: 0.0879105702, output_fired_time: 0.0000000000, propagate_forward_time: 4.4272961617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308419228
validation[          , genome  3189] predictions:    9590/  10000 (95.90%), best:    9589/10000 (95.89%), error:      1406.99170, best error:      1381.06213 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.8405036926s, input_fired_time: 0.7945752144, output_fired_time: 0.6193546653, propagate_forward_time: 21.9330577850, propagate_backward_time: 28.1709899902, weight_update_time: 0.1152760237, other_time: 2.3225269318
epoch time: 4.9623317719s, input_fired_time: 0.0874081030, output_fired_time: 0.0000000000, propagate_forward_time: 4.4488692284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260544777
validation[          , genome  3189] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1377.69373, best error:      1377.69373 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.9906082153s, input_fired_time: 0.7996070981, output_fired_time: 0.6250351667, propagate_forward_time: 21.9656410217, propagate_backward_time: 28.2463626862, weight_update_time: 0.1162525788, other_time: 2.3539638519
epoch time: 4.9565391541s, input_fired_time: 0.0881639570, output_fired_time: 0.0000000000, propagate_forward_time: 4.4357924461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325828552
validation[          , genome  3189] predictions:    9558/  10000 (95.58%), best:    9602/10000 (96.02%), error:      1490.80969, best error:      1377.69373 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.5529365540s, input_fired_time: 0.8088052273, output_fired_time: 0.6317498088, propagate_forward_time: 22.1975517273, propagate_backward_time: 28.5627155304, weight_update_time: 0.1177031100, other_time: 2.3521175385
epoch time: 4.9575319290s, input_fired_time: 0.0868256986, output_fired_time: 0.0000000000, propagate_forward_time: 4.4448351860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258708954
validation[          , genome  3189] predictions:    9584/  10000 (95.84%), best:    9602/10000 (96.02%), error:      1472.30627, best error:      1377.69373 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 54.2908020020s, input_fired_time: 0.8042614460, output_fired_time: 0.6260433197, propagate_forward_time: 22.1075267792, propagate_backward_time: 28.3900985718, weight_update_time: 0.1164501905, other_time: 2.3628711700
epoch time: 4.8718457222s, input_fired_time: 0.0878022164, output_fired_time: 0.0000000000, propagate_forward_time: 4.3570208549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270224571
validation[          , genome  3189] predictions:    9559/  10000 (95.59%), best:    9602/10000 (96.02%), error:      1471.98352, best error:      1377.69373 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.3512954712s, input_fired_time: 0.8067666888, output_fired_time: 0.6246129870, propagate_forward_time: 22.1630668640, propagate_backward_time: 28.4124088287, weight_update_time: 0.1163745597, other_time: 2.3444385529
epoch time: 4.9456782341s, input_fired_time: 0.0884993076, output_fired_time: 0.0000000000, propagate_forward_time: 4.4325981140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245805740
validation[          , genome  3189] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1311.05139, best error:      1311.05139 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.6950798035s, input_fired_time: 0.7914614677, output_fired_time: 0.6064910889, propagate_forward_time: 21.4313774109, propagate_backward_time: 27.5424327850, weight_update_time: 0.1133693308, other_time: 2.3233165741
epoch time: 4.9490551949s, input_fired_time: 0.0883158445, output_fired_time: 0.0000000000, propagate_forward_time: 4.4278140068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329252243
validation[          , genome  3189] predictions:    9562/  10000 (95.62%), best:    9617/10000 (96.17%), error:      1500.28125, best error:      1311.05139 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.1676597595s, input_fired_time: 0.7845591307, output_fired_time: 0.6045044065, propagate_forward_time: 21.2236614227, propagate_backward_time: 27.2626399994, weight_update_time: 0.1122673079, other_time: 2.2922973633
epoch time: 4.8509373665s, input_fired_time: 0.0853426307, output_fired_time: 0.0000000000, propagate_forward_time: 4.3453526497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202423096
validation[          , genome  3189] predictions:    9575/  10000 (95.75%), best:    9617/10000 (96.17%), error:      1390.93933, best error:      1311.05139 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.6033020020s, input_fired_time: 0.7981657386, output_fired_time: 0.6171654463, propagate_forward_time: 21.8138694763, propagate_backward_time: 28.0460453033, weight_update_time: 0.1147732288, other_time: 2.3280582428
epoch time: 4.8661608696s, input_fired_time: 0.0883754268, output_fired_time: 0.0000000000, propagate_forward_time: 4.3507847786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270005226
validation[          , genome  3189] predictions:    9587/  10000 (95.87%), best:    9617/10000 (96.17%), error:      1403.44409, best error:      1311.05139 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.4568939209s, input_fired_time: 0.8014947772, output_fired_time: 0.6179188490, propagate_forward_time: 21.7319145203, propagate_backward_time: 27.9836292267, weight_update_time: 0.1155558303, other_time: 2.3219356537
epoch time: 4.9498887062s, input_fired_time: 0.0873093754, output_fired_time: 0.0000000000, propagate_forward_time: 4.4390959740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234833717
validation[          , genome  3189] predictions:    9552/  10000 (95.52%), best:    9617/10000 (96.17%), error:      1557.28931, best error:      1311.05139 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.7235908508s, input_fired_time: 0.7934460044, output_fired_time: 0.6089339256, propagate_forward_time: 21.4322719574, propagate_backward_time: 27.5778598785, weight_update_time: 0.1157146320, other_time: 2.3110809326
epoch time: 4.8060522079s, input_fired_time: 0.0872380510, output_fired_time: 0.0000000000, propagate_forward_time: 4.2966089249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222054482
validation[          , genome  3189] predictions:    9586/  10000 (95.86%), best:    9617/10000 (96.17%), error:      1363.14819, best error:      1311.05139 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.8594741821s, input_fired_time: 0.8032813668, output_fired_time: 0.6180638671, propagate_forward_time: 21.8786659241, propagate_backward_time: 28.2140426636, weight_update_time: 0.1157867014, other_time: 2.3454208374
epoch time: 4.9264464378s, input_fired_time: 0.0880995020, output_fired_time: 0.0000000000, propagate_forward_time: 4.4099392891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284076691
validation[          , genome  3189] predictions:    9589/  10000 (95.89%), best:    9617/10000 (96.17%), error:      1376.34851, best error:      1311.05139 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.2878608704s, input_fired_time: 0.8105531335, output_fired_time: 0.6324200630, propagate_forward_time: 22.1116409302, propagate_backward_time: 28.3653488159, weight_update_time: 0.1164281964, other_time: 2.3678970337
epoch time: 4.9426383972s, input_fired_time: 0.0891971439, output_fired_time: 0.0000000000, propagate_forward_time: 4.4217715263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316697121
validation[          , genome  3189] predictions:    9615/  10000 (96.15%), best:    9617/10000 (96.17%), error:      1320.16492, best error:      1311.05139 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.7285499573s, input_fired_time: 0.7928042412, output_fired_time: 0.6022621393, propagate_forward_time: 21.4505596161, propagate_backward_time: 27.5677337646, weight_update_time: 0.1133556142, other_time: 2.3151912689
epoch time: 4.9287929535s, input_fired_time: 0.0892192945, output_fired_time: 0.0000000000, propagate_forward_time: 4.4142327309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253411293
validation[          , genome  3189] predictions:    9489/  10000 (94.89%), best:    9617/10000 (96.17%), error:      1670.21680, best error:      1311.05139 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.7024574280s, input_fired_time: 0.7863671184, output_fired_time: 0.5971019268, propagate_forward_time: 20.9783363342, propagate_backward_time: 27.0474834442, weight_update_time: 0.1114858612, other_time: 2.2931690216
epoch time: 4.9707212448s, input_fired_time: 0.0890785307, output_fired_time: 0.0000000000, propagate_forward_time: 4.4497785568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318642616
validation[          , genome  3189] predictions:    9584/  10000 (95.84%), best:    9617/10000 (96.17%), error:      1368.18323, best error:      1311.05139 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.5209045410s, input_fired_time: 0.8101717830, output_fired_time: 0.6159921288, propagate_forward_time: 22.2392482758, propagate_backward_time: 28.5074481964, weight_update_time: 0.1170924827, other_time: 2.3480415344
epoch time: 4.9675483704s, input_fired_time: 0.0895896181, output_fired_time: 0.0000000000, propagate_forward_time: 4.4504990578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274597168
validation[          , genome  3189] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1303.68787, best error:      1303.68787 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.5357284546s, input_fired_time: 0.8054666519, output_fired_time: 0.6193558574, propagate_forward_time: 21.7482490540, propagate_backward_time: 28.0179309845, weight_update_time: 0.1156694740, other_time: 2.3447284698
epoch time: 4.9471845627s, input_fired_time: 0.0902914181, output_fired_time: 0.0000000000, propagate_forward_time: 4.4286346436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282584190
validation[          , genome  3189] predictions:    9574/  10000 (95.74%), best:    9608/10000 (96.08%), error:      1422.03687, best error:      1303.68787 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.4753341675s, input_fired_time: 0.8154470325, output_fired_time: 0.6291906238, propagate_forward_time: 22.1612091064, propagate_backward_time: 28.5024719238, weight_update_time: 0.1211544797, other_time: 2.3670120239
epoch time: 4.9532837868s, input_fired_time: 0.0894403905, output_fired_time: 0.0000000000, propagate_forward_time: 4.4315190315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323244095
validation[          , genome  3189] predictions:    9610/  10000 (96.10%), best:    9608/10000 (96.08%), error:      1342.38867, best error:      1303.68787 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.4735641479s, input_fired_time: 0.7940317988, output_fired_time: 0.6050000787, propagate_forward_time: 21.3295917511, propagate_backward_time: 27.4730587006, weight_update_time: 0.1122368947, other_time: 2.2718811035
epoch time: 4.9459638596s, input_fired_time: 0.0893610045, output_fired_time: 0.0000000000, propagate_forward_time: 4.4336657524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229369164
validation[          , genome  3189] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1251.17981, best error:      1251.17981 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.8842048645s, input_fired_time: 0.8083153963, output_fired_time: 0.6200295091, propagate_forward_time: 21.9611568451, propagate_backward_time: 28.1869182587, weight_update_time: 0.1151288599, other_time: 2.3077850342
epoch time: 4.9449625015s, input_fired_time: 0.0912691057, output_fired_time: 0.0000000000, propagate_forward_time: 4.4300856590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236078262
validation[          , genome  3189] predictions:    9578/  10000 (95.78%), best:    9632/10000 (96.32%), error:      1412.87244, best error:      1251.17981 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.3643074036s, input_fired_time: 0.8187090158, output_fired_time: 0.6264787912, propagate_forward_time: 22.1280250549, propagate_backward_time: 28.4791584015, weight_update_time: 0.1171671450, other_time: 2.3119335175
epoch time: 4.9388704300s, input_fired_time: 0.0886510834, output_fired_time: 0.0000000000, propagate_forward_time: 4.4277467728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224724770
validation[          , genome  3189] predictions:    9618/  10000 (96.18%), best:    9632/10000 (96.32%), error:      1300.57043, best error:      1251.17981 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.4951591492s, input_fired_time: 0.8269160390, output_fired_time: 0.6295308471, propagate_forward_time: 22.1674613953, propagate_backward_time: 28.5448532104, weight_update_time: 0.1171030328, other_time: 2.3263969421
epoch time: 4.9446740150s, input_fired_time: 0.0911467597, output_fired_time: 0.0000000000, propagate_forward_time: 4.4308438301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226832390
validation[          , genome  3189] predictions:    9595/  10000 (95.95%), best:    9632/10000 (96.32%), error:      1389.62317, best error:      1251.17981 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.2440414429s, input_fired_time: 0.8015993834, output_fired_time: 0.6122882962, propagate_forward_time: 21.7068023682, propagate_backward_time: 27.8366127014, weight_update_time: 0.1140411869, other_time: 2.2867393494
epoch time: 4.9757118225s, input_fired_time: 0.0904000029, output_fired_time: 0.0000000000, propagate_forward_time: 4.4541106224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312009811
validation[          , genome  3189] predictions:    9470/  10000 (94.70%), best:    9632/10000 (96.32%), error:      1743.09644, best error:      1251.17981 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 54.4487648010s, input_fired_time: 0.8180683255, output_fired_time: 0.6271186471, propagate_forward_time: 22.2091178894, propagate_backward_time: 28.4763965607, weight_update_time: 0.1169034615, other_time: 2.3180637360
epoch time: 4.9511342049s, input_fired_time: 0.0899725482, output_fired_time: 0.0000000000, propagate_forward_time: 4.4381151199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230465889
validation[          , genome  3189] predictions:    9562/  10000 (95.62%), best:    9632/10000 (96.32%), error:      1441.63086, best error:      1251.17981 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.3615188599s, input_fired_time: 0.8197141290, output_fired_time: 0.6268686652, propagate_forward_time: 22.1112556458, propagate_backward_time: 28.4899063110, weight_update_time: 0.1167781577, other_time: 2.3137741089
epoch time: 4.8406910896s, input_fired_time: 0.0888374075, output_fired_time: 0.0000000000, propagate_forward_time: 4.3355908394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162626266
validation[          , genome  3189] predictions:    9583/  10000 (95.83%), best:    9632/10000 (96.32%), error:      1344.70947, best error:      1251.17981 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.2880516052s, input_fired_time: 0.8196490407, output_fired_time: 0.6259312630, propagate_forward_time: 22.1065082550, propagate_backward_time: 28.4303741455, weight_update_time: 0.1164928451, other_time: 2.3055896759
epoch time: 4.9938740730s, input_fired_time: 0.0924917683, output_fired_time: 0.0000000000, propagate_forward_time: 4.4765105247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248719215
validation[          , genome  3189] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1243.18176, best error:      1243.18176 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 54.2535095215s, input_fired_time: 0.8174306154, output_fired_time: 0.6218363643, propagate_forward_time: 22.0952281952, propagate_backward_time: 28.4029560089, weight_update_time: 0.1164762601, other_time: 2.3160552979
epoch time: 4.9427456856s, input_fired_time: 0.0901571140, output_fired_time: 0.0000000000, propagate_forward_time: 4.4297170639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228715897
validation[          , genome  3189] predictions:    9604/  10000 (96.04%), best:    9606/10000 (96.06%), error:      1279.98547, best error:      1243.18176 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.1654205322s, input_fired_time: 0.8179242611, output_fired_time: 0.6198197603, propagate_forward_time: 22.0420379639, propagate_backward_time: 28.3726825714, weight_update_time: 0.1157578379, other_time: 2.3129558563
epoch time: 4.9510259628s, input_fired_time: 0.0902698636, output_fired_time: 0.0000000000, propagate_forward_time: 4.4353284836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254274368
validation[          , genome  3189] predictions:    9586/  10000 (95.86%), best:    9606/10000 (96.06%), error:      1345.70312, best error:      1243.18176 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.6812057495s, input_fired_time: 0.8138736486, output_fired_time: 0.6142737269, propagate_forward_time: 21.8976726532, propagate_backward_time: 28.0519332886, weight_update_time: 0.1147754490, other_time: 2.3034534454
epoch time: 4.8575420380s, input_fired_time: 0.0884360597, output_fired_time: 0.0000000000, propagate_forward_time: 4.3499145508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191913605
validation[          , genome  3189] predictions:    9573/  10000 (95.73%), best:    9606/10000 (96.06%), error:      1423.26721, best error:      1243.18176 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.1916923523s, input_fired_time: 0.8150230050, output_fired_time: 0.6166343689, propagate_forward_time: 22.1384086609, propagate_backward_time: 28.3138084412, weight_update_time: 0.1157208681, other_time: 2.3078193665
epoch time: 4.9468307495s, input_fired_time: 0.0917030200, output_fired_time: 0.0000000000, propagate_forward_time: 4.4398508072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152770042
validation[          , genome  3189] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1349.29883, best error:      1243.18176 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.2199020386s, input_fired_time: 0.8155301213, output_fired_time: 0.6179571152, propagate_forward_time: 22.1448612213, propagate_backward_time: 28.3281154633, weight_update_time: 0.1160842106, other_time: 2.3134384155
epoch time: 4.9385051727s, input_fired_time: 0.0915517360, output_fired_time: 0.0000000000, propagate_forward_time: 4.4242033958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227499962
validation[          , genome  3189] predictions:    9601/  10000 (96.01%), best:    9606/10000 (96.06%), error:      1337.37488, best error:      1243.18176 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 54.2579803467s, input_fired_time: 0.8187205195, output_fired_time: 0.6235266328, propagate_forward_time: 22.1265487671, propagate_backward_time: 28.3724460602, weight_update_time: 0.1160100028, other_time: 2.3167362213
epoch time: 4.4577460289s, input_fired_time: 0.0830477923, output_fired_time: 0.0000000000, propagate_forward_time: 3.9767837524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979144096
validation[          , genome  3189] predictions:    9539/  10000 (95.39%), best:    9606/10000 (96.06%), error:      1492.82581, best error:      1243.18176 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.8062438965s, input_fired_time: 0.8133279681, output_fired_time: 0.6113665104, propagate_forward_time: 21.9774265289, propagate_backward_time: 28.1121444702, weight_update_time: 0.1154322699, other_time: 2.2919788361
epoch time: 4.9458441734s, input_fired_time: 0.0904606655, output_fired_time: 0.0000000000, propagate_forward_time: 4.4318890572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234943390
validation[          , genome  3189] predictions:    9611/  10000 (96.11%), best:    9606/10000 (96.06%), error:      1306.50110, best error:      1243.18176 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.2434768677s, input_fired_time: 0.8102012277, output_fired_time: 0.6138510704, propagate_forward_time: 21.6507625580, propagate_backward_time: 27.8827114105, weight_update_time: 0.1145319864, other_time: 2.2859535217
epoch time: 4.8224229813s, input_fired_time: 0.0900496617, output_fired_time: 0.0000000000, propagate_forward_time: 4.3156323433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167408943
validation[          , genome  3189] predictions:    9578/  10000 (95.78%), best:    9606/10000 (96.06%), error:      1384.00439, best error:      1243.18176 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.8988647461s, input_fired_time: 0.8184648752, output_fired_time: 0.6219386458, propagate_forward_time: 21.9569549561, propagate_backward_time: 28.2009792328, weight_update_time: 0.1156089157, other_time: 2.3005275726
epoch time: 4.9378170967s, input_fired_time: 0.0917741358, output_fired_time: 0.0000000000, propagate_forward_time: 4.4234833717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225597382
validation[          , genome  3189] predictions:    9591/  10000 (95.91%), best:    9606/10000 (96.06%), error:      1337.25232, best error:      1243.18176 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.5556869507s, input_fired_time: 0.8158972859, output_fired_time: 0.6169624925, propagate_forward_time: 21.8025817871, propagate_backward_time: 28.0256271362, weight_update_time: 0.1144757122, other_time: 2.2946166992
epoch time: 4.9570913315s, input_fired_time: 0.0915739909, output_fired_time: 0.0000000000, propagate_forward_time: 4.4415960312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239211082
validation[          , genome  3189] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1237.92920, best error:      1237.92920 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.3499450684s, input_fired_time: 0.7975872159, output_fired_time: 0.6042470932, propagate_forward_time: 21.2858753204, propagate_backward_time: 27.4026622772, weight_update_time: 0.1122209281, other_time: 2.2595710754
epoch time: 4.9546303749s, input_fired_time: 0.0866359025, output_fired_time: 0.0000000000, propagate_forward_time: 4.4435968399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243974686
validation[          , genome  3189] predictions:    9528/  10000 (95.28%), best:    9627/10000 (96.27%), error:      1481.68811, best error:      1237.92920 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.5166091919s, input_fired_time: 0.8187282085, output_fired_time: 0.6300109625, propagate_forward_time: 22.2034893036, propagate_backward_time: 28.5379295349, weight_update_time: 0.1169547811, other_time: 2.3264484406
epoch time: 4.9636201859s, input_fired_time: 0.0925293341, output_fired_time: 0.0000000000, propagate_forward_time: 4.4465742111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245166779
validation[          , genome  3189] predictions:    9615/  10000 (96.15%), best:    9627/10000 (96.27%), error:      1282.88025, best error:      1237.92920 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.5979194641s, input_fired_time: 0.8290576339, output_fired_time: 0.6310777664, propagate_forward_time: 22.2353878021, propagate_backward_time: 28.5682983398, weight_update_time: 0.1172411740, other_time: 2.3341007233
epoch time: 4.9607162476s, input_fired_time: 0.0925866663, output_fired_time: 0.0000000000, propagate_forward_time: 4.4427313805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253983498
validation[          , genome  3189] predictions:    9591/  10000 (95.91%), best:    9627/10000 (96.27%), error:      1312.22937, best error:      1237.92920 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.4124870300s, input_fired_time: 0.8258469105, output_fired_time: 0.6306309700, propagate_forward_time: 22.1425399780, propagate_backward_time: 28.4853553772, weight_update_time: 0.1171052530, other_time: 2.3281135559
epoch time: 4.9504432678s, input_fired_time: 0.0914645568, output_fired_time: 0.0000000000, propagate_forward_time: 4.4351248741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238538742
validation[          , genome  3189] predictions:    9604/  10000 (96.04%), best:    9627/10000 (96.27%), error:      1307.07861, best error:      1237.92920 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.5963706970s, input_fired_time: 0.8174971342, output_fired_time: 0.6190761328, propagate_forward_time: 21.7853565216, propagate_backward_time: 28.0653266907, weight_update_time: 0.1151033193, other_time: 2.3091144562
epoch time: 4.9469041824s, input_fired_time: 0.0910898522, output_fired_time: 0.0000000000, propagate_forward_time: 4.4317779541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240365028
validation[          , genome  3189] predictions:    9603/  10000 (96.03%), best:    9627/10000 (96.27%), error:      1296.41101, best error:      1237.92920 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.7736968994s, input_fired_time: 0.8240706325, output_fired_time: 0.6210180521, propagate_forward_time: 21.8985195160, propagate_backward_time: 28.1289997101, weight_update_time: 0.1155496016, other_time: 2.3010902405
epoch time: 4.9647512436s, input_fired_time: 0.0927174687, output_fired_time: 0.0000000000, propagate_forward_time: 4.4475345612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244990349
validation[          , genome  3189] predictions:    9575/  10000 (95.75%), best:    9627/10000 (96.27%), error:      1348.17224, best error:      1237.92920 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.5013656616s, input_fired_time: 0.8289829493, output_fired_time: 0.6287478209, propagate_forward_time: 22.1975746155, propagate_backward_time: 28.5285072327, weight_update_time: 0.1169741899, other_time: 2.3175544739
epoch time: 4.9602942467s, input_fired_time: 0.0915639922, output_fired_time: 0.0000000000, propagate_forward_time: 4.4451866150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235434532
validation[          , genome  3189] predictions:    9588/  10000 (95.88%), best:    9627/10000 (96.27%), error:      1388.26050, best error:      1237.92920 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.4870452881s, input_fired_time: 0.8293964267, output_fired_time: 0.6284204125, propagate_forward_time: 22.1883373260, propagate_backward_time: 28.5232715607, weight_update_time: 0.1171787158, other_time: 2.3176193237
epoch time: 4.9583978653s, input_fired_time: 0.0934803188, output_fired_time: 0.0000000000, propagate_forward_time: 4.4414243698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234933853
validation[          , genome  3189] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1226.85022, best error:      1226.85022 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.5721817017s, input_fired_time: 0.8271194100, output_fired_time: 0.6308019757, propagate_forward_time: 22.2192344666, propagate_backward_time: 28.5705680847, weight_update_time: 0.1170881093, other_time: 2.3244590759
epoch time: 4.9557166100s, input_fired_time: 0.0898029208, output_fired_time: 0.0000000000, propagate_forward_time: 4.4428973198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230165482
validation[          , genome  3189] predictions:    9625/  10000 (96.25%), best:    9620/10000 (96.20%), error:      1281.83789, best error:      1226.85022 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 54.5908355713s, input_fired_time: 0.8329553008, output_fired_time: 0.6298905611, propagate_forward_time: 22.2296199799, propagate_backward_time: 28.5769805908, weight_update_time: 0.1170941219, other_time: 2.3213901520
epoch time: 4.9682555199s, input_fired_time: 0.0912934244, output_fired_time: 0.0000000000, propagate_forward_time: 4.4519915581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249706268
validation[          , genome  3189] predictions:    9616/  10000 (96.16%), best:    9620/10000 (96.20%), error:      1252.12183, best error:      1226.85022 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 54.5735435486s, input_fired_time: 0.8285029531, output_fired_time: 0.6297743917, propagate_forward_time: 22.2234916687, propagate_backward_time: 28.5682106018, weight_update_time: 0.1172504649, other_time: 2.3235626221
epoch time: 4.9590015411s, input_fired_time: 0.0913540572, output_fired_time: 0.0000000000, propagate_forward_time: 4.4420838356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255638123
validation[          , genome  3189] predictions:    9566/  10000 (95.66%), best:    9620/10000 (96.20%), error:      1415.50696, best error:      1226.85022 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.3478279114s, input_fired_time: 0.8248469830, output_fired_time: 0.6136658192, propagate_forward_time: 22.2175197601, propagate_backward_time: 28.3898124695, weight_update_time: 0.1166028529, other_time: 2.3019809723
epoch time: 4.9584865570s, input_fired_time: 0.0943528265, output_fired_time: 0.0000000000, propagate_forward_time: 4.4468684196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172654152
validation[          , genome  3189] predictions:    9610/  10000 (96.10%), best:    9620/10000 (96.20%), error:      1320.73792, best error:      1226.85022 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 54.0793037415s, input_fired_time: 0.8324929476, output_fired_time: 0.6235643625, propagate_forward_time: 21.9934711456, propagate_backward_time: 28.3265895844, weight_update_time: 0.1162193716, other_time: 2.3031845093
epoch time: 4.9588785172s, input_fired_time: 0.0910528824, output_fired_time: 0.0000000000, propagate_forward_time: 4.4444856644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233398438
validation[          , genome  3189] predictions:    9538/  10000 (95.38%), best:    9620/10000 (96.20%), error:      1544.73083, best error:      1226.85022 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.0671920776s, input_fired_time: 0.8096027374, output_fired_time: 0.6082065105, propagate_forward_time: 21.5987205505, propagate_backward_time: 27.7777347565, weight_update_time: 0.1142544448, other_time: 2.2729282379
epoch time: 4.9481320381s, input_fired_time: 0.0925467014, output_fired_time: 0.0000000000, propagate_forward_time: 4.4405817986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150032997
validation[          , genome  3189] predictions:    9576/  10000 (95.76%), best:    9620/10000 (96.20%), error:      1370.79639, best error:      1226.85022 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 54.3313407898s, input_fired_time: 0.8288847208, output_fired_time: 0.6132194996, propagate_forward_time: 22.2101745605, propagate_backward_time: 28.3834590912, weight_update_time: 0.1167489216, other_time: 2.2956027985
epoch time: 4.8759803772s, input_fired_time: 0.0943092108, output_fired_time: 0.0000000000, propagate_forward_time: 4.3617849350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198861122
validation[          , genome  3189] predictions:    9553/  10000 (95.53%), best:    9620/10000 (96.20%), error:      1440.55029, best error:      1226.85022 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.3078765869s, input_fired_time: 0.8277136683, output_fired_time: 0.6240476370, propagate_forward_time: 22.1000423431, propagate_backward_time: 28.4423866272, weight_update_time: 0.1167146191, other_time: 2.3136882782
epoch time: 4.9431247711s, input_fired_time: 0.0930111930, output_fired_time: 0.0000000000, propagate_forward_time: 4.4264254570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236879349
validation[          , genome  3189] predictions:    9609/  10000 (96.09%), best:    9620/10000 (96.20%), error:      1292.34363, best error:      1226.85022 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.3571929932s, input_fired_time: 0.8283034563, output_fired_time: 0.6208694577, propagate_forward_time: 22.1116065979, propagate_backward_time: 28.4735336304, weight_update_time: 0.1168843508, other_time: 2.3228797913
epoch time: 4.9580297470s, input_fired_time: 0.0938104242, output_fired_time: 0.0000000000, propagate_forward_time: 4.4420938492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221253395
validation[          , genome  3189] predictions:    9625/  10000 (96.25%), best:    9620/10000 (96.20%), error:      1241.49915, best error:      1226.85022 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.7176666260s, input_fired_time: 0.8225573301, output_fired_time: 0.6200885773, propagate_forward_time: 21.8577079773, propagate_backward_time: 28.1148109436, weight_update_time: 0.1155723333, other_time: 2.3025054932
epoch time: 4.9562010765s, input_fired_time: 0.0993099138, output_fired_time: 0.0000000000, propagate_forward_time: 4.4346003532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222908020
validation[          , genome  3189] predictions:    9650/  10000 (96.50%), best:    9620/10000 (96.20%), error:      1227.00916, best error:      1226.85022 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.8295745850s, input_fired_time: 0.8145374656, output_fired_time: 0.6101220250, propagate_forward_time: 21.4635524750, propagate_backward_time: 27.6669960022, weight_update_time: 0.1136806235, other_time: 2.2743663788
epoch time: 4.9631209373s, input_fired_time: 0.0953617766, output_fired_time: 0.0000000000, propagate_forward_time: 4.4431991577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245600700
validation[          , genome  3189] predictions:    9606/  10000 (96.06%), best:    9620/10000 (96.20%), error:      1335.34546, best error:      1226.85022 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.3849182129s, input_fired_time: 0.8145536184, output_fired_time: 0.6085171700, propagate_forward_time: 21.7389984131, propagate_backward_time: 27.9270839691, weight_update_time: 0.1148247421, other_time: 2.2957668304
epoch time: 4.9537649155s, input_fired_time: 0.0924874172, output_fired_time: 0.0000000000, propagate_forward_time: 4.4387683868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225091934
validation[          , genome  3189] predictions:    9633/  10000 (96.33%), best:    9620/10000 (96.20%), error:      1299.58484, best error:      1226.85022 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.3716316223s, input_fired_time: 0.8267798424, output_fired_time: 0.6241114736, propagate_forward_time: 22.1765632629, propagate_backward_time: 28.4268798828, weight_update_time: 0.1163935140, other_time: 2.3172988892
epoch time: 4.9558854103s, input_fired_time: 0.0955512226, output_fired_time: 0.0000000000, propagate_forward_time: 4.4376006126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227337837
validation[          , genome  3189] predictions:    9621/  10000 (96.21%), best:    9620/10000 (96.20%), error:      1277.44580, best error:      1226.85022 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.7466239929s, input_fired_time: 0.8141773343, output_fired_time: 0.6087408662, propagate_forward_time: 21.4395961761, propagate_backward_time: 27.6131706238, weight_update_time: 0.1130696163, other_time: 2.2709369659
epoch time: 4.6464629173s, input_fired_time: 0.0904337689, output_fired_time: 0.0000000000, propagate_forward_time: 4.1457400322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102892876
validation[          , genome  3189] predictions:    9601/  10000 (96.01%), best:    9620/10000 (96.20%), error:      1284.82825, best error:      1226.85022 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.9991302490s, input_fired_time: 0.8211192489, output_fired_time: 0.6135091782, propagate_forward_time: 21.5299720764, propagate_backward_time: 27.7542953491, weight_update_time: 0.1137887165, other_time: 2.2802352905
epoch time: 4.9668149948s, input_fired_time: 0.0978327841, output_fired_time: 0.0000000000, propagate_forward_time: 4.4440169334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249653816
validation[          , genome  3189] predictions:    9576/  10000 (95.76%), best:    9620/10000 (96.20%), error:      1360.69934, best error:      1226.85022 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.1549797058s, input_fired_time: 0.8166972995, output_fired_time: 0.6140435934, propagate_forward_time: 21.5916213989, propagate_backward_time: 27.8437900543, weight_update_time: 0.1141149476, other_time: 2.2888278961
epoch time: 4.9586315155s, input_fired_time: 0.0907286406, output_fired_time: 0.0000000000, propagate_forward_time: 4.4443864822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235162735
validation[          , genome  3189] predictions:    9583/  10000 (95.83%), best:    9620/10000 (96.20%), error:      1295.83215, best error:      1226.85022 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.7968750000s, input_fired_time: 0.8287318945, output_fired_time: 0.6185132861, propagate_forward_time: 21.8381462097, propagate_backward_time: 28.2089595795, weight_update_time: 0.1156091467, other_time: 2.3025226593
epoch time: 4.9569635391s, input_fired_time: 0.0912686661, output_fired_time: 0.0000000000, propagate_forward_time: 4.4428324699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228625298
validation[          , genome  3189] predictions:    9615/  10000 (96.15%), best:    9620/10000 (96.20%), error:      1262.43542, best error:      1226.85022 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.3724822998s, input_fired_time: 0.8262599111, output_fired_time: 0.6136088967, propagate_forward_time: 21.7185974121, propagate_backward_time: 27.9227027893, weight_update_time: 0.1147797406, other_time: 2.2913131714
epoch time: 4.9498410225s, input_fired_time: 0.0934282914, output_fired_time: 0.0000000000, propagate_forward_time: 4.4401912689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162216187
validation[          , genome  3189] predictions:    9596/  10000 (95.96%), best:    9620/10000 (96.20%), error:      1365.12720, best error:      1226.85022 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.0619812012s, input_fired_time: 0.8206477165, output_fired_time: 0.6134082079, propagate_forward_time: 22.0572738647, propagate_backward_time: 28.2675895691, weight_update_time: 0.1163708344, other_time: 2.3030624390
epoch time: 4.9293894768s, input_fired_time: 0.0926050991, output_fired_time: 0.0000000000, propagate_forward_time: 4.4152131081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215712547
validation[          , genome  3189] predictions:    9576/  10000 (95.76%), best:    9620/10000 (96.20%), error:      1428.05603, best error:      1226.85022 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.3587455750s, input_fired_time: 0.8313128352, output_fired_time: 0.6284773350, propagate_forward_time: 22.1339130402, propagate_backward_time: 28.4440021515, weight_update_time: 0.1161410064, other_time: 2.3210372925
epoch time: 4.9565052986s, input_fired_time: 0.0935860425, output_fired_time: 0.0000000000, propagate_forward_time: 4.4388818741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240374565
validation[          , genome  3189] predictions:    9595/  10000 (95.95%), best:    9620/10000 (96.20%), error:      1349.34961, best error:      1226.85022 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.0581398010s, input_fired_time: 0.8323860765, output_fired_time: 0.6235172749, propagate_forward_time: 22.0280265808, propagate_backward_time: 28.2625389099, weight_update_time: 0.1155524179, other_time: 2.3116722107
epoch time: 4.9563350677s, input_fired_time: 0.0936207473, output_fired_time: 0.0000000000, propagate_forward_time: 4.4377212524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249930382
validation[          , genome  3189] predictions:    9613/  10000 (96.13%), best:    9620/10000 (96.20%), error:      1267.25623, best error:      1226.85022 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.8133392334s, input_fired_time: 0.8309464455, output_fired_time: 0.6203917861, propagate_forward_time: 21.8782501221, propagate_backward_time: 28.1727409363, weight_update_time: 0.1150884032, other_time: 2.3110084534
epoch time: 4.9626255035s, input_fired_time: 0.0951208547, output_fired_time: 0.0000000000, propagate_forward_time: 4.4449806213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225239754
validation[          , genome  3189] predictions:    9623/  10000 (96.23%), best:    9620/10000 (96.20%), error:      1243.79382, best error:      1226.85022 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.6133880615s, input_fired_time: 0.8391982913, output_fired_time: 0.6298292279, propagate_forward_time: 22.2260589600, propagate_backward_time: 28.6017017365, weight_update_time: 0.1171717793, other_time: 2.3165988922
epoch time: 4.9621167183s, input_fired_time: 0.0940478891, output_fired_time: 0.0000000000, propagate_forward_time: 4.4452242851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228444099
validation[          , genome  3189] predictions:    9602/  10000 (96.02%), best:    9620/10000 (96.20%), error:      1348.22217, best error:      1226.85022 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 54.4677848816s, input_fired_time: 0.8274624348, output_fired_time: 0.6267763972, propagate_forward_time: 22.1959323883, propagate_backward_time: 28.5049800873, weight_update_time: 0.1168841347, other_time: 2.3126335144
epoch time: 4.9611678123s, input_fired_time: 0.0911361873, output_fired_time: 0.0000000000, propagate_forward_time: 4.4471278191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229040146
validation[          , genome  3189] predictions:    9626/  10000 (96.26%), best:    9620/10000 (96.20%), error:      1262.65173, best error:      1226.85022 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.5345382690s, input_fired_time: 0.8246954083, output_fired_time: 0.6279960275, propagate_forward_time: 22.2108726501, propagate_backward_time: 28.5526275635, weight_update_time: 0.1173093468, other_time: 2.3183479309
epoch time: 4.9516057968s, input_fired_time: 0.0938992202, output_fired_time: 0.0000000000, propagate_forward_time: 4.4389781952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187283516
validation[          , genome  3189] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1271.59058, best error:      1226.85022 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.0223541260s, input_fired_time: 0.8251733184, output_fired_time: 0.6109753251, propagate_forward_time: 22.0614700317, propagate_backward_time: 28.2305698395, weight_update_time: 0.1156738698, other_time: 2.2941646576
epoch time: 4.8894009590s, input_fired_time: 0.0911895856, output_fired_time: 0.0000000000, propagate_forward_time: 4.3784971237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197144508
validation[          , genome  3189] predictions:    9563/  10000 (95.63%), best:    9620/10000 (96.20%), error:      1431.94238, best error:      1226.85022 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.3387908936s, input_fired_time: 0.8353661299, output_fired_time: 0.6267600656, propagate_forward_time: 22.1421298981, propagate_backward_time: 28.4167156219, weight_update_time: 0.1164939627, other_time: 2.3178215027
epoch time: 4.9127469063s, input_fired_time: 0.0908288881, output_fired_time: 0.0000000000, propagate_forward_time: 4.4005236626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213943481
validation[          , genome  3189] predictions:    9600/  10000 (96.00%), best:    9620/10000 (96.20%), error:      1288.75342, best error:      1226.85022 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.9643020630s, input_fired_time: 0.8264199495, output_fired_time: 0.6247752905, propagate_forward_time: 21.9287586212, propagate_backward_time: 28.2732486725, weight_update_time: 0.1161619127, other_time: 2.3111000061
epoch time: 4.9549088478s, input_fired_time: 0.0961378291, output_fired_time: 0.0000000000, propagate_forward_time: 4.4343786240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243922234
validation[          , genome  3189] predictions:    9598/  10000 (95.98%), best:    9620/10000 (96.20%), error:      1298.37903, best error:      1226.85022 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.8699531555s, input_fired_time: 0.8253420591, output_fired_time: 0.6098660827, propagate_forward_time: 21.4733924866, propagate_backward_time: 27.6859283447, weight_update_time: 0.1137452498, other_time: 2.2754249573
epoch time: 4.6592001915s, input_fired_time: 0.0914358646, output_fired_time: 0.0000000000, propagate_forward_time: 4.1626229286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051413536
validation[          , genome  3189] predictions:    9615/  10000 (96.15%), best:    9620/10000 (96.20%), error:      1265.31116, best error:      1226.85022 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.2523078918s, input_fired_time: 0.8331661820, output_fired_time: 0.6150707603, propagate_forward_time: 21.6304645538, propagate_backward_time: 27.8777122498, weight_update_time: 0.1140111312, other_time: 2.2958927155
epoch time: 4.9431381226s, input_fired_time: 0.0977822170, output_fired_time: 0.0000000000, propagate_forward_time: 4.4221405983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232153893
validation[          , genome  3189] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1206.06580, best error:      1206.06580 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.2467842102s, input_fired_time: 0.8354113102, output_fired_time: 0.6245909929, propagate_forward_time: 22.0998458862, propagate_backward_time: 28.3632297516, weight_update_time: 0.1162775010, other_time: 2.3237056732
epoch time: 4.9292564392s, input_fired_time: 0.0893785134, output_fired_time: 0.0000000000, propagate_forward_time: 4.4165544510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233236313
validation[          , genome  3189] predictions:    9609/  10000 (96.09%), best:    9629/10000 (96.29%), error:      1326.48694, best error:      1206.06580 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.3366775513s, input_fired_time: 0.8124473691, output_fired_time: 0.6057841778, propagate_forward_time: 21.2502803802, propagate_backward_time: 27.3953685760, weight_update_time: 0.1123124287, other_time: 2.2727966309
epoch time: 4.9687442780s, input_fired_time: 0.0949076936, output_fired_time: 0.0000000000, propagate_forward_time: 4.4478416443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259948730
validation[          , genome  3189] predictions:    9626/  10000 (96.26%), best:    9629/10000 (96.29%), error:      1243.25305, best error:      1206.06580 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.0838928223s, input_fired_time: 0.8327688575, output_fired_time: 0.6227813959, propagate_forward_time: 22.0315551758, propagate_backward_time: 28.2822265625, weight_update_time: 0.1156494915, other_time: 2.3145637512
epoch time: 4.9532170296s, input_fired_time: 0.0911595672, output_fired_time: 0.0000000000, propagate_forward_time: 4.4387364388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233212471
validation[          , genome  3189] predictions:    9637/  10000 (96.37%), best:    9629/10000 (96.29%), error:      1212.90247, best error:      1206.06580 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.4654655457s, input_fired_time: 0.8313787580, output_fired_time: 0.6162052155, propagate_forward_time: 21.7518749237, propagate_backward_time: 27.9796276093, weight_update_time: 0.1149192825, other_time: 2.2863807678
epoch time: 4.9114265442s, input_fired_time: 0.0892647430, output_fired_time: 0.0000000000, propagate_forward_time: 4.4010105133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211511612
validation[          , genome  3189] predictions:    9596/  10000 (95.96%), best:    9629/10000 (96.29%), error:      1338.62073, best error:      1206.06580 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.1384124756s, input_fired_time: 0.8195727468, output_fired_time: 0.6135054827, propagate_forward_time: 21.5990104675, propagate_backward_time: 27.8186569214, weight_update_time: 0.1140273213, other_time: 2.2876663208
epoch time: 4.9470481873s, input_fired_time: 0.0900722742, output_fired_time: 0.0000000000, propagate_forward_time: 4.4334702492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235057831
validation[          , genome  3189] predictions:    9571/  10000 (95.71%), best:    9629/10000 (96.29%), error:      1426.57617, best error:      1206.06580 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.8839340210s, input_fired_time: 0.8238335848, output_fired_time: 0.6186745167, propagate_forward_time: 21.9704570770, propagate_backward_time: 28.1766796112, weight_update_time: 0.1156444252, other_time: 2.2942886353
epoch time: 4.9526624680s, input_fired_time: 0.0926207900, output_fired_time: 0.0000000000, propagate_forward_time: 4.4388513565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211902618
validation[          , genome  3189] predictions:    9586/  10000 (95.86%), best:    9629/10000 (96.29%), error:      1352.41504, best error:      1206.06580 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 54.0248603821s, input_fired_time: 0.8289842606, output_fired_time: 0.6071322560, propagate_forward_time: 22.1066226959, propagate_backward_time: 28.2007141113, weight_update_time: 0.1153293252, other_time: 2.2814083099
epoch time: 4.9508495331s, input_fired_time: 0.0947229266, output_fired_time: 0.0000000000, propagate_forward_time: 4.4343795776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217472076
validation[          , genome  3189] predictions:    9636/  10000 (96.36%), best:    9629/10000 (96.29%), error:      1221.11682, best error:      1206.06580 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.9254989624s, input_fired_time: 0.8244376779, output_fired_time: 0.6055368781, propagate_forward_time: 21.5544548035, propagate_backward_time: 27.6763191223, weight_update_time: 0.1136582047, other_time: 2.2647514343
epoch time: 4.9498786926s, input_fired_time: 0.0956411362, output_fired_time: 0.0000000000, propagate_forward_time: 4.4310607910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231767654
validation[          , genome  3189] predictions:    9623/  10000 (96.23%), best:    9629/10000 (96.29%), error:      1216.01746, best error:      1206.06580 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.0065193176s, input_fired_time: 0.8380120397, output_fired_time: 0.6241773367, propagate_forward_time: 21.9689407349, propagate_backward_time: 28.2689323425, weight_update_time: 0.1159019992, other_time: 2.3064575195
epoch time: 4.9462475777s, input_fired_time: 0.0934725851, output_fired_time: 0.0000000000, propagate_forward_time: 4.4285778999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241971970
validation[          , genome  3189] predictions:    9594/  10000 (95.94%), best:    9629/10000 (96.29%), error:      1297.70312, best error:      1206.06580 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.1915893555s, input_fired_time: 0.8332321048, output_fired_time: 0.6149728298, propagate_forward_time: 22.1998443604, propagate_backward_time: 28.2388496399, weight_update_time: 0.1154061332, other_time: 2.3046913147
epoch time: 4.9529814720s, input_fired_time: 0.0958765224, output_fired_time: 0.0000000000, propagate_forward_time: 4.4406890869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164156914
validation[          , genome  3189] predictions:    9531/  10000 (95.31%), best:    9629/10000 (96.29%), error:      1521.55896, best error:      1206.06580 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 24.5154056549s, input_fired_time: 0.4860095978, output_fired_time: 0.0000000000, propagate_forward_time: 21.8939018250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1354942322
best training[          , genome  3189] predictions:   49123/  50000 (98.25%), best:    9629/10000 (96.29%), error:      3336.91333, best error:      1206.06580 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.9484524727s, input_fired_time: 0.0969751701, output_fired_time: 0.0000000000, propagate_forward_time: 4.4287633896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227137566
   testing[          , genome  3189] predictions:    9694/  10000 (96.94%), best:    9629/10000 (96.29%), error:      1068.45227, best error:      1206.06580 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:11:28 (70435): called boinc_finish(0)

</stderr_txt>
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