Nameexact_genome_1512568488_41_6904_0
Workunit2605816
Created7 Dec 2017, 22:45:08 UTC
Sent7 Dec 2017, 22:47:12 UTC
Report deadline14 Dec 2017, 15:49:49 UTC
Received8 Dec 2017, 11:13:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time3 hours 54 min 42 sec
CPU time3 hours 44 min 49 sec
Validate stateValid
Credit1,677.54
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.16 MB
Peak swap size158.12 MB
Peak disk usage2.06 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
her_time: 0.5350675583
validation[          , genome  6904] predictions:    9645/  10000 (96.45%), best:    9671/10000 (96.71%), error:      1155.97681, best error:      1105.01221 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 125.8821640015s, input_fired_time: 1.0366142988, output_fired_time: 0.9939416647, propagate_forward_time: 48.2614631653, propagate_backward_time: 72.6193618774, weight_update_time: 0.1677386910, other_time: 2.9707870483
epoch time: 10.1670360565s, input_fired_time: 0.1328978240, output_fired_time: 0.0000000000, propagate_forward_time: 9.4987297058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354089737
validation[          , genome  6904] predictions:    9656/  10000 (96.56%), best:    9671/10000 (96.71%), error:      1158.88843, best error:      1105.01221 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 125.6989288330s, input_fired_time: 1.0313531160, output_fired_time: 0.9805737734, propagate_forward_time: 48.1292762756, propagate_backward_time: 72.5426177979, weight_update_time: 0.1761600375, other_time: 3.0151062012
epoch time: 10.4070262909s, input_fired_time: 0.1277946979, output_fired_time: 0.0000000000, propagate_forward_time: 9.7367429733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424890518
validation[          , genome  6904] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1033.56348, best error:      1033.56348 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 125.1665573120s, input_fired_time: 1.0314509869, output_fired_time: 1.0282706022, propagate_forward_time: 47.9541854858, propagate_backward_time: 72.1930847168, weight_update_time: 0.1681344658, other_time: 2.9595718384
epoch time: 10.3146152496s, input_fired_time: 0.1334722638, output_fired_time: 0.0000000000, propagate_forward_time: 9.6411237717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400190353
validation[          , genome  6904] predictions:    9676/  10000 (96.76%), best:    9696/10000 (96.96%), error:      1090.46301, best error:      1033.56348 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 126.4358901978s, input_fired_time: 1.0503542423, output_fired_time: 0.9839126468, propagate_forward_time: 48.3502044678, propagate_backward_time: 73.0264892578, weight_update_time: 0.1680124849, other_time: 3.0249328613
epoch time: 10.1934795380s, input_fired_time: 0.1285365820, output_fired_time: 0.0000000000, propagate_forward_time: 9.5301923752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347509384
validation[          , genome  6904] predictions:    9688/  10000 (96.88%), best:    9696/10000 (96.96%), error:      1062.22705, best error:      1033.56348 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.6939468384s, input_fired_time: 1.0545520782, output_fired_time: 1.0130637884, propagate_forward_time: 48.0679740906, propagate_backward_time: 72.5691604614, weight_update_time: 0.1686847508, other_time: 2.9892044067
epoch time: 10.2286081314s, input_fired_time: 0.1283281744, output_fired_time: 0.0000000000, propagate_forward_time: 9.5601663589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401134491
validation[          , genome  6904] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1072.74805, best error:      1033.56348 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.1495056152s, input_fired_time: 1.0305671692, output_fired_time: 0.9709678888, propagate_forward_time: 48.3670768738, propagate_backward_time: 72.7693405151, weight_update_time: 0.1864518821, other_time: 3.0115585327
epoch time: 10.3580913544s, input_fired_time: 0.1288714260, output_fired_time: 0.0000000000, propagate_forward_time: 9.6777267456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514936447
validation[          , genome  6904] predictions:    9669/  10000 (96.69%), best:    9696/10000 (96.96%), error:      1126.38354, best error:      1033.56348 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 126.3916854858s, input_fired_time: 1.0642554760, output_fired_time: 0.9965736270, propagate_forward_time: 48.3486404419, propagate_backward_time: 72.9822006226, weight_update_time: 0.1739595234, other_time: 3.0000152588
epoch time: 10.2099456787s, input_fired_time: 0.1288309991, output_fired_time: 0.0000000000, propagate_forward_time: 9.5518817902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292329788
validation[          , genome  6904] predictions:    9657/  10000 (96.57%), best:    9696/10000 (96.96%), error:      1149.49573, best error:      1033.56348 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 126.7595291138s, input_fired_time: 1.0420199633, output_fired_time: 0.9998767972, propagate_forward_time: 48.5699768066, propagate_backward_time: 73.1291046143, weight_update_time: 0.1696836948, other_time: 3.0185470581
epoch time: 10.4702606201s, input_fired_time: 0.1291274279, output_fired_time: 0.0000000000, propagate_forward_time: 9.8026084900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385246277
validation[          , genome  6904] predictions:    9690/  10000 (96.90%), best:    9696/10000 (96.96%), error:      1040.10205, best error:      1033.56348 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 126.0927200317s, input_fired_time: 1.0289827585, output_fired_time: 0.9993183613, propagate_forward_time: 48.3826026917, propagate_backward_time: 72.6293869019, weight_update_time: 0.1688568592, other_time: 3.0524215698
epoch time: 10.2146863937s, input_fired_time: 0.1283834875, output_fired_time: 0.0000000000, propagate_forward_time: 9.5562810898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300216675
validation[          , genome  6904] predictions:    9674/  10000 (96.74%), best:    9696/10000 (96.96%), error:      1072.16516, best error:      1033.56348 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 124.9469604492s, input_fired_time: 1.0445612669, output_fired_time: 1.0235749483, propagate_forward_time: 47.8631324768, propagate_backward_time: 72.0320816040, weight_update_time: 0.1681124121, other_time: 2.9836044312
epoch time: 10.1555833817s, input_fired_time: 0.1279539168, output_fired_time: 0.0000000000, propagate_forward_time: 9.4902038574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374259949
validation[          , genome  6904] predictions:    9666/  10000 (96.66%), best:    9696/10000 (96.96%), error:      1072.99512, best error:      1033.56348 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 126.1560592651s, input_fired_time: 1.0537148714, output_fired_time: 1.0048696995, propagate_forward_time: 48.3085746765, propagate_backward_time: 72.8387908936, weight_update_time: 0.1685624272, other_time: 2.9501037598
epoch time: 10.5480108261s, input_fired_time: 0.1281075329, output_fired_time: 0.0000000000, propagate_forward_time: 9.8661451340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537586212
validation[          , genome  6904] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       986.81793, best error:       986.81793 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 123.2456512451s, input_fired_time: 1.0159755945, output_fired_time: 0.9618891478, propagate_forward_time: 47.2708892822, propagate_backward_time: 71.0640335083, weight_update_time: 0.1674278080, other_time: 2.9328613281
epoch time: 10.1126308441s, input_fired_time: 0.1269181371, output_fired_time: 0.0000000000, propagate_forward_time: 9.4456243515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400886536
validation[          , genome  6904] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1072.57007, best error:       986.81793 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 124.9876022339s, input_fired_time: 1.0222080946, output_fired_time: 0.9865527749, propagate_forward_time: 47.8581352234, propagate_backward_time: 72.1211929321, weight_update_time: 0.1673798263, other_time: 2.9995193481
epoch time: 9.9271192551s, input_fired_time: 0.1264107674, output_fired_time: 0.0000000000, propagate_forward_time: 9.2726154327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280933380
validation[          , genome  6904] predictions:    9673/  10000 (96.73%), best:    9694/10000 (96.94%), error:      1080.70471, best error:       986.81793 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.1687088013s, input_fired_time: 1.0340558290, output_fired_time: 0.9794242978, propagate_forward_time: 47.9443511963, propagate_backward_time: 72.2002258301, weight_update_time: 0.1740577817, other_time: 3.0106506348
epoch time: 10.3571224213s, input_fired_time: 0.1298227310, output_fired_time: 0.0000000000, propagate_forward_time: 9.6741456985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531539917
validation[          , genome  6904] predictions:    9673/  10000 (96.73%), best:    9694/10000 (96.94%), error:      1075.46265, best error:       986.81793 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 125.2029037476s, input_fired_time: 1.0356382132, output_fired_time: 0.9847440720, propagate_forward_time: 47.8690910339, propagate_backward_time: 72.3047790527, weight_update_time: 0.1684380323, other_time: 3.0086517334
epoch time: 10.2226676941s, input_fired_time: 0.1392481625, output_fired_time: 0.0000000000, propagate_forward_time: 9.5559825897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274372101
validation[          , genome  6904] predictions:    9674/  10000 (96.74%), best:    9694/10000 (96.94%), error:      1171.18811, best error:       986.81793 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 124.4793624878s, input_fired_time: 1.0267435312, output_fired_time: 0.9884821773, propagate_forward_time: 47.7562637329, propagate_backward_time: 71.7743225098, weight_update_time: 0.1664975733, other_time: 2.9335556030
epoch time: 10.2442235947s, input_fired_time: 0.1277711540, output_fired_time: 0.0000000000, propagate_forward_time: 9.5959377289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205144882
validation[          , genome  6904] predictions:    9631/  10000 (96.31%), best:    9694/10000 (96.94%), error:      1205.23669, best error:       986.81793 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 123.6539306641s, input_fired_time: 1.0263513327, output_fired_time: 0.9714415073, propagate_forward_time: 47.4004669189, propagate_backward_time: 71.3232192993, weight_update_time: 0.1666495651, other_time: 2.9324493408
epoch time: 10.4097213745s, input_fired_time: 0.1349637359, output_fired_time: 0.0000000000, propagate_forward_time: 9.7289304733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458269119
validation[          , genome  6904] predictions:    9686/  10000 (96.86%), best:    9694/10000 (96.94%), error:      1043.98401, best error:       986.81793 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.2768173218s, input_fired_time: 1.0424499512, output_fired_time: 0.9691617489, propagate_forward_time: 48.0522994995, propagate_backward_time: 72.2322235107, weight_update_time: 0.1719688475, other_time: 2.9806823730
epoch time: 10.4833021164s, input_fired_time: 0.1399301291, output_fired_time: 0.0000000000, propagate_forward_time: 9.7919921875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513801575
validation[          , genome  6904] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1013.54596, best error:       986.81793 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 124.9748687744s, input_fired_time: 1.0300934315, output_fired_time: 0.9739246964, propagate_forward_time: 47.9871711731, propagate_backward_time: 72.0095672607, weight_update_time: 0.1696223170, other_time: 2.9741210938
epoch time: 10.3398818970s, input_fired_time: 0.1276569813, output_fired_time: 0.0000000000, propagate_forward_time: 9.6733264923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388984680
validation[          , genome  6904] predictions:    9689/  10000 (96.89%), best:    9694/10000 (96.94%), error:      1045.34326, best error:       986.81793 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 124.9497222900s, input_fired_time: 1.0404057503, output_fired_time: 0.9840930104, propagate_forward_time: 47.9213943481, propagate_backward_time: 72.0257034302, weight_update_time: 0.1686366498, other_time: 2.9781265259
epoch time: 10.2287788391s, input_fired_time: 0.1273845881, output_fired_time: 0.0000000000, propagate_forward_time: 9.5669231415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344715118
validation[          , genome  6904] predictions:    9645/  10000 (96.45%), best:    9694/10000 (96.94%), error:      1193.76160, best error:       986.81793 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 124.6512985229s, input_fired_time: 1.0888395309, output_fired_time: 0.9649860263, propagate_forward_time: 47.6763610840, propagate_backward_time: 71.9424514771, weight_update_time: 0.1663613915, other_time: 2.9786605835
epoch time: 10.4325351715s, input_fired_time: 0.1294315308, output_fired_time: 0.0000000000, propagate_forward_time: 9.7733163834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297870636
validation[          , genome  6904] predictions:    9659/  10000 (96.59%), best:    9694/10000 (96.94%), error:      1185.46021, best error:       986.81793 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 125.0917282104s, input_fired_time: 1.0582656860, output_fired_time: 0.9945732355, propagate_forward_time: 47.8679618835, propagate_backward_time: 72.1902236938, weight_update_time: 0.1675860435, other_time: 2.9807052612
epoch time: 10.2517480850s, input_fired_time: 0.1279411316, output_fired_time: 0.0000000000, propagate_forward_time: 9.5908823013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329246521
validation[          , genome  6904] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       942.52625, best error:       942.52625 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 125.6497879028s, input_fired_time: 1.0327311754, output_fired_time: 0.9884136319, propagate_forward_time: 48.1842689514, propagate_backward_time: 72.4606246948, weight_update_time: 0.1706842184, other_time: 2.9837570190
epoch time: 10.2514648438s, input_fired_time: 0.1308805197, output_fired_time: 0.0000000000, propagate_forward_time: 9.5963335037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242509842
validation[          , genome  6904] predictions:    9706/  10000 (97.06%), best:    9710/10000 (97.10%), error:      1003.77649, best error:       942.52625 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 124.8624191284s, input_fired_time: 1.0365786552, output_fired_time: 0.9771168828, propagate_forward_time: 47.7588233948, propagate_backward_time: 72.1231918335, weight_update_time: 0.1677514017, other_time: 2.9667129517
epoch time: 10.3774986267s, input_fired_time: 0.1290690601, output_fired_time: 0.0000000000, propagate_forward_time: 9.7148466110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335826874
validation[          , genome  6904] predictions:    9692/  10000 (96.92%), best:    9710/10000 (97.10%), error:       960.34271, best error:       942.52625 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 124.9986038208s, input_fired_time: 1.0314465761, output_fired_time: 0.9737918377, propagate_forward_time: 47.9263763428, propagate_backward_time: 72.1043395996, weight_update_time: 0.1947263479, other_time: 2.9626464844
epoch time: 10.0360069275s, input_fired_time: 0.1275192201, output_fired_time: 0.0000000000, propagate_forward_time: 9.3723297119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361576080
validation[          , genome  6904] predictions:    9709/  10000 (97.09%), best:    9710/10000 (97.10%), error:       944.48224, best error:       942.52625 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 125.8869247437s, input_fired_time: 1.0491764545, output_fired_time: 0.9698100090, propagate_forward_time: 48.1892471313, propagate_backward_time: 72.6783523560, weight_update_time: 0.1982342452, other_time: 3.0003356934
epoch time: 10.0495786667s, input_fired_time: 0.1412679553, output_fired_time: 0.0000000000, propagate_forward_time: 9.3718910217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364198685
validation[          , genome  6904] predictions:    9680/  10000 (96.80%), best:    9710/10000 (97.10%), error:      1026.30945, best error:       942.52625 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 124.3674087524s, input_fired_time: 1.0249367952, output_fired_time: 0.9905279279, propagate_forward_time: 47.6924400330, propagate_backward_time: 71.7137222290, weight_update_time: 0.1671119779, other_time: 2.9457778931
epoch time: 10.1427764893s, input_fired_time: 0.1289502829, output_fired_time: 0.0000000000, propagate_forward_time: 9.4874782562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263481140
validation[          , genome  6904] predictions:    9672/  10000 (96.72%), best:    9710/10000 (97.10%), error:      1008.62714, best error:       942.52625 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 124.3683929443s, input_fired_time: 1.0412642956, output_fired_time: 0.9887244701, propagate_forward_time: 47.6845016479, propagate_backward_time: 71.7146606445, weight_update_time: 0.1660536528, other_time: 2.9392395020
epoch time: 10.1484432220s, input_fired_time: 0.1283072084, output_fired_time: 0.0000000000, propagate_forward_time: 9.5050477982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150880814
validation[          , genome  6904] predictions:    9689/  10000 (96.89%), best:    9710/10000 (97.10%), error:       955.62927, best error:       942.52625 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 124.9535369873s, input_fired_time: 1.0235656500, output_fired_time: 0.9753482938, propagate_forward_time: 47.8522377014, propagate_backward_time: 72.0925064087, weight_update_time: 0.2053883970, other_time: 3.0098800659
epoch time: 10.1638040543s, input_fired_time: 0.1288069040, output_fired_time: 0.0000000000, propagate_forward_time: 9.5083045959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266923904
validation[          , genome  6904] predictions:    9659/  10000 (96.59%), best:    9710/10000 (97.10%), error:      1151.16248, best error:       942.52625 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.8272171021s, input_fired_time: 1.0343352556, output_fired_time: 0.9455150962, propagate_forward_time: 46.3006706238, propagate_backward_time: 69.6449966431, weight_update_time: 0.1654838473, other_time: 2.9016952515
epoch time: 10.3582477570s, input_fired_time: 0.1310197711, output_fired_time: 0.0000000000, propagate_forward_time: 9.6935472488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336809158
validation[          , genome  6904] predictions:    9690/  10000 (96.90%), best:    9710/10000 (97.10%), error:      1027.90930, best error:       942.52625 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 123.7704238892s, input_fired_time: 1.0407820940, output_fired_time: 0.9731786251, propagate_forward_time: 47.4432792664, propagate_backward_time: 71.3792572021, weight_update_time: 0.1726785153, other_time: 2.9339294434
epoch time: 10.1818733215s, input_fired_time: 0.1303618848, output_fired_time: 0.0000000000, propagate_forward_time: 9.4871501923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643615723
validation[          , genome  6904] predictions:    9678/  10000 (96.78%), best:    9710/10000 (97.10%), error:      1006.67407, best error:       942.52625 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 125.5859069824s, input_fired_time: 1.0598098040, output_fired_time: 1.0106041431, propagate_forward_time: 48.2671928406, propagate_backward_time: 72.2266845703, weight_update_time: 0.1755133867, other_time: 3.0216217041
epoch time: 10.4778633118s, input_fired_time: 0.1297843158, output_fired_time: 0.0000000000, propagate_forward_time: 9.8146877289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333909988
validation[          , genome  6904] predictions:    9695/  10000 (96.95%), best:    9710/10000 (97.10%), error:       969.45721, best error:       942.52625 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 125.3327331543s, input_fired_time: 1.0865150690, output_fired_time: 0.9666317701, propagate_forward_time: 48.0507850647, propagate_backward_time: 72.2141265869, weight_update_time: 0.1666414142, other_time: 3.0146789551
epoch time: 10.5062608719s, input_fired_time: 0.1292871684, output_fired_time: 0.0000000000, propagate_forward_time: 9.8423042297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346698761
validation[          , genome  6904] predictions:    9696/  10000 (96.96%), best:    9710/10000 (97.10%), error:       988.89990, best error:       942.52625 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.0727920532s, input_fired_time: 1.0844213963, output_fired_time: 0.9704824686, propagate_forward_time: 48.4118652344, propagate_backward_time: 72.6052398682, weight_update_time: 0.1705587953, other_time: 3.0007858276
epoch time: 10.3806390762s, input_fired_time: 0.1286640465, output_fired_time: 0.0000000000, propagate_forward_time: 9.7240381241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279369354
validation[          , genome  6904] predictions:    9707/  10000 (97.07%), best:    9710/10000 (97.10%), error:      1019.23712, best error:       942.52625 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 125.5273284912s, input_fired_time: 1.0376821756, output_fired_time: 0.9944701195, propagate_forward_time: 48.2677154541, propagate_backward_time: 72.2530441284, weight_update_time: 0.1730379164, other_time: 2.9744186401
epoch time: 10.2876405716s, input_fired_time: 0.1291894019, output_fired_time: 0.0000000000, propagate_forward_time: 9.6253833771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330677032
validation[          , genome  6904] predictions:    9645/  10000 (96.45%), best:    9710/10000 (97.10%), error:      1165.93848, best error:       942.52625 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 125.8267135620s, input_fired_time: 1.0711497068, output_fired_time: 1.0009447336, propagate_forward_time: 48.3789787292, propagate_backward_time: 72.3633193970, weight_update_time: 0.1782409102, other_time: 3.0123214722
epoch time: 9.9877443314s, input_fired_time: 0.1313208342, output_fired_time: 0.0000000000, propagate_forward_time: 9.3316793442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247440338
validation[          , genome  6904] predictions:    9716/  10000 (97.16%), best:    9710/10000 (97.10%), error:       946.03937, best error:       942.52625 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 125.9243011475s, input_fired_time: 1.0413502455, output_fired_time: 0.9757546186, propagate_forward_time: 48.2920646667, propagate_backward_time: 72.6561203003, weight_update_time: 0.1693739593, other_time: 2.9590072632
epoch time: 10.3178873062s, input_fired_time: 0.1311370134, output_fired_time: 0.0000000000, propagate_forward_time: 9.6537027359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330476761
validation[          , genome  6904] predictions:    9676/  10000 (96.76%), best:    9710/10000 (97.10%), error:      1023.12897, best error:       942.52625 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 126.1344909668s, input_fired_time: 1.0359121561, output_fired_time: 1.0035856962, propagate_forward_time: 48.2786521912, propagate_backward_time: 72.7832031250, weight_update_time: 0.1675901115, other_time: 3.0331420898
epoch time: 10.2442293167s, input_fired_time: 0.1302333474, output_fired_time: 0.0000000000, propagate_forward_time: 9.5841131210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298824310
validation[          , genome  6904] predictions:    9691/  10000 (96.91%), best:    9710/10000 (97.10%), error:      1007.65942, best error:       942.52625 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 125.6501541138s, input_fired_time: 1.0539801121, output_fired_time: 0.9897224903, propagate_forward_time: 48.2335815430, propagate_backward_time: 72.3993606567, weight_update_time: 0.1676900238, other_time: 2.9735107422
epoch time: 10.0699033737s, input_fired_time: 0.1296511739, output_fired_time: 0.0000000000, propagate_forward_time: 9.4184198380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218324661
validation[          , genome  6904] predictions:    9686/  10000 (96.86%), best:    9710/10000 (97.10%), error:       962.47559, best error:       942.52625 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 126.5275497437s, input_fired_time: 1.0360721350, output_fired_time: 0.9818480015, propagate_forward_time: 48.4745368958, propagate_backward_time: 73.0367050171, weight_update_time: 0.1719990671, other_time: 2.9983901978
epoch time: 10.3084774017s, input_fired_time: 0.1340620816, output_fired_time: 0.0000000000, propagate_forward_time: 9.6317729950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426425934
validation[          , genome  6904] predictions:    9640/  10000 (96.40%), best:    9710/10000 (97.10%), error:      1196.88892, best error:       942.52625 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 125.4920959473s, input_fired_time: 1.0659481287, output_fired_time: 0.9861630201, propagate_forward_time: 47.9772567749, propagate_backward_time: 72.4414291382, weight_update_time: 0.1677780598, other_time: 3.0213012695
epoch time: 9.8377504349s, input_fired_time: 0.1255137324, output_fired_time: 0.0000000000, propagate_forward_time: 9.1902561188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219802856
validation[          , genome  6904] predictions:    9696/  10000 (96.96%), best:    9710/10000 (97.10%), error:       955.92188, best error:       942.52625 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 124.6769409180s, input_fired_time: 1.0554786921, output_fired_time: 0.9730681777, propagate_forward_time: 47.8460845947, propagate_backward_time: 71.8430633545, weight_update_time: 0.1709944457, other_time: 2.9592437744
epoch time: 10.3535928726s, input_fired_time: 0.1313346177, output_fired_time: 0.0000000000, propagate_forward_time: 9.6935968399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286617279
validation[          , genome  6904] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       922.10242, best error:       922.10242 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 125.7536468506s, input_fired_time: 1.0735409260, output_fired_time: 1.0007815361, propagate_forward_time: 48.2189598083, propagate_backward_time: 72.4936065674, weight_update_time: 0.1697835773, other_time: 2.9667663574
epoch time: 10.1821460724s, input_fired_time: 0.1305640936, output_fired_time: 0.0000000000, propagate_forward_time: 9.5176973343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338850021
validation[          , genome  6904] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       894.59070, best error:       894.59070 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 125.9590606689s, input_fired_time: 1.0360292196, output_fired_time: 0.9776567221, propagate_forward_time: 48.3265533447, propagate_backward_time: 72.6156692505, weight_update_time: 0.1690687835, other_time: 3.0031585693
epoch time: 10.2629280090s, input_fired_time: 0.1311759055, output_fired_time: 0.0000000000, propagate_forward_time: 9.5967054367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350465775
validation[          , genome  6904] predictions:    9694/  10000 (96.94%), best:    9726/10000 (97.26%), error:       992.72839, best error:       894.59070 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 125.6044921875s, input_fired_time: 1.0439437628, output_fired_time: 0.9839100242, propagate_forward_time: 48.0734443665, propagate_backward_time: 72.5027618408, weight_update_time: 0.1680580974, other_time: 3.0004272461
epoch time: 10.2732086182s, input_fired_time: 0.1331737638, output_fired_time: 0.0000000000, propagate_forward_time: 9.6071777344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328569412
validation[          , genome  6904] predictions:    9715/  10000 (97.15%), best:    9726/10000 (97.26%), error:       944.96039, best error:       894.59070 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 125.4468765259s, input_fired_time: 1.0405821800, output_fired_time: 0.9852624536, propagate_forward_time: 48.1733779907, propagate_backward_time: 72.2846221924, weight_update_time: 0.1679925770, other_time: 2.9630355835
epoch time: 10.3794221878s, input_fired_time: 0.1325640082, output_fired_time: 0.0000000000, propagate_forward_time: 9.7168846130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299739838
validation[          , genome  6904] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       910.83936, best error:       894.59070 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.4392013550s, input_fired_time: 1.0456743240, output_fired_time: 0.9788401723, propagate_forward_time: 48.0978088379, propagate_backward_time: 72.3504791260, weight_update_time: 0.1674800217, other_time: 2.9663925171
epoch time: 10.4206953049s, input_fired_time: 0.1309373528, output_fired_time: 0.0000000000, propagate_forward_time: 9.7556009293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341567993
validation[          , genome  6904] predictions:    9713/  10000 (97.13%), best:    9726/10000 (97.26%), error:       920.63043, best error:       894.59070 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 124.9609603882s, input_fired_time: 1.0313115120, output_fired_time: 0.9753072858, propagate_forward_time: 47.8444633484, propagate_backward_time: 72.1168518066, weight_update_time: 0.1681656390, other_time: 2.9930267334
epoch time: 10.1686658859s, input_fired_time: 0.1320657730, output_fired_time: 0.0000000000, propagate_forward_time: 9.4910526276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455474854
validation[          , genome  6904] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:       946.84418, best error:       894.59070 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 125.3424453735s, input_fired_time: 1.0523560047, output_fired_time: 1.0169895887, propagate_forward_time: 48.1374626160, propagate_backward_time: 72.1828384399, weight_update_time: 0.1707371175, other_time: 2.9527969360
epoch time: 10.1876087189s, input_fired_time: 0.1301555037, output_fired_time: 0.0000000000, propagate_forward_time: 9.5255928040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318603516
validation[          , genome  6904] predictions:    9683/  10000 (96.83%), best:    9726/10000 (97.26%), error:      1009.84589, best error:       894.59070 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 125.6748733521s, input_fired_time: 1.0376346111, output_fired_time: 1.0069886446, propagate_forward_time: 48.1105613708, propagate_backward_time: 72.5373077393, weight_update_time: 0.1688634455, other_time: 2.9823760986
epoch time: 10.7713327408s, input_fired_time: 0.1359882057, output_fired_time: 0.0000000000, propagate_forward_time: 10.0979480743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373964310
validation[          , genome  6904] predictions:    9679/  10000 (96.79%), best:    9726/10000 (97.26%), error:      1017.90839, best error:       894.59070 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 125.5979614258s, input_fired_time: 1.0369672775, output_fired_time: 0.9934884906, propagate_forward_time: 48.0866584778, propagate_backward_time: 72.5207595825, weight_update_time: 0.1671590805, other_time: 2.9600906372
epoch time: 10.2903804779s, input_fired_time: 0.1345674098, output_fired_time: 0.0000000000, propagate_forward_time: 9.6181497574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376634598
validation[          , genome  6904] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:       925.29712, best error:       894.59070 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.0070877075s, input_fired_time: 1.0472478867, output_fired_time: 0.9871815443, propagate_forward_time: 48.2567558289, propagate_backward_time: 72.6893081665, weight_update_time: 0.1771497279, other_time: 3.0265884399
epoch time: 10.3250131607s, input_fired_time: 0.1321958452, output_fired_time: 0.0000000000, propagate_forward_time: 9.6565523148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362653732
validation[          , genome  6904] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       959.83051, best error:       894.59070 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 125.7152328491s, input_fired_time: 1.0431245565, output_fired_time: 0.9791963100, propagate_forward_time: 48.4072074890, propagate_backward_time: 72.3053207397, weight_update_time: 0.1697850972, other_time: 2.9803848267
epoch time: 10.2300148010s, input_fired_time: 0.1302727461, output_fired_time: 0.0000000000, propagate_forward_time: 9.5554552078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442867279
validation[          , genome  6904] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1036.81006, best error:       894.59070 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 125.5853118896s, input_fired_time: 1.0570088625, output_fired_time: 0.9738081098, propagate_forward_time: 48.1628570557, propagate_backward_time: 72.3849029541, weight_update_time: 0.1737281084, other_time: 3.0067367554
epoch time: 10.3855552673s, input_fired_time: 0.1328671277, output_fired_time: 0.0000000000, propagate_forward_time: 9.7130203247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396680832
validation[          , genome  6904] predictions:    9641/  10000 (96.41%), best:    9726/10000 (97.26%), error:      1126.39868, best error:       894.59070 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 125.9051742554s, input_fired_time: 1.0543203354, output_fired_time: 0.9731070399, propagate_forward_time: 48.2515144348, propagate_backward_time: 72.6057968140, weight_update_time: 0.1800262779, other_time: 3.0204391479
epoch time: 10.2221002579s, input_fired_time: 0.1303393096, output_fired_time: 0.0000000000, propagate_forward_time: 9.5574798584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342807770
validation[          , genome  6904] predictions:    9677/  10000 (96.77%), best:    9726/10000 (97.26%), error:      1045.23267, best error:       894.59070 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.3104934692s, input_fired_time: 1.0512135029, output_fired_time: 0.9854680300, propagate_forward_time: 48.4366226196, propagate_backward_time: 72.8216018677, weight_update_time: 0.1716768742, other_time: 3.0155868530
epoch time: 10.4644870758s, input_fired_time: 0.1312808841, output_fired_time: 0.0000000000, propagate_forward_time: 9.7842206955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489854813
validation[          , genome  6904] predictions:    9674/  10000 (96.74%), best:    9726/10000 (97.26%), error:      1047.88037, best error:       894.59070 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 124.8205261230s, input_fired_time: 1.0388568640, output_fired_time: 0.9800811410, propagate_forward_time: 47.8974838257, propagate_backward_time: 71.9247131348, weight_update_time: 0.1676274985, other_time: 2.9793930054
epoch time: 10.0340881348s, input_fired_time: 0.1298826188, output_fired_time: 0.0000000000, propagate_forward_time: 9.3714017868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328035355
validation[          , genome  6904] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:       970.57544, best error:       894.59070 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.1125564575s, input_fired_time: 1.0299216509, output_fired_time: 0.9645141363, propagate_forward_time: 47.4223747253, propagate_backward_time: 71.7704544067, weight_update_time: 0.1711937338, other_time: 2.9252853394
epoch time: 10.2086801529s, input_fired_time: 0.1305651218, output_fired_time: 0.0000000000, propagate_forward_time: 9.5443620682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337533951
validation[          , genome  6904] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:       954.61658, best error:       894.59070 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 125.4601440430s, input_fired_time: 1.0473593473, output_fired_time: 0.9868677258, propagate_forward_time: 48.1328506470, propagate_backward_time: 72.3168334961, weight_update_time: 0.1700006872, other_time: 2.9762344360
epoch time: 10.2132968903s, input_fired_time: 0.1307340860, output_fired_time: 0.0000000000, propagate_forward_time: 9.5449972153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375652313
validation[          , genome  6904] predictions:    9732/  10000 (97.32%), best:    9726/10000 (97.26%), error:       905.22791, best error:       894.59070 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 124.7614059448s, input_fired_time: 1.0378535986, output_fired_time: 0.9857864380, propagate_forward_time: 47.7859344482, propagate_backward_time: 72.0004806519, weight_update_time: 0.1721746624, other_time: 2.9513473511
epoch time: 10.4855356216s, input_fired_time: 0.1334533095, output_fired_time: 0.0000000000, propagate_forward_time: 9.8056364059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464458466
validation[          , genome  6904] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       902.16840, best error:       894.59070 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.6144790649s, input_fired_time: 1.0745102167, output_fired_time: 0.9760980606, propagate_forward_time: 48.0059661865, propagate_backward_time: 72.5857925415, weight_update_time: 0.1690361053, other_time: 2.9721145630
epoch time: 10.1526165009s, input_fired_time: 0.1300797611, output_fired_time: 0.0000000000, propagate_forward_time: 9.4931268692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294094086
validation[          , genome  6904] predictions:    9667/  10000 (96.67%), best:    9726/10000 (97.26%), error:      1059.59729, best error:       894.59070 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 125.2873153687s, input_fired_time: 1.0445101261, output_fired_time: 0.9802700281, propagate_forward_time: 47.9992408752, propagate_backward_time: 72.2610473633, weight_update_time: 0.1674964726, other_time: 3.0022430420
epoch time: 10.2779407501s, input_fired_time: 0.1326489747, output_fired_time: 0.0000000000, propagate_forward_time: 9.6074914932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377998352
validation[          , genome  6904] predictions:    9717/  10000 (97.17%), best:    9726/10000 (97.26%), error:       932.20294, best error:       894.59070 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 124.9232940674s, input_fired_time: 1.0453903675, output_fired_time: 0.9876019955, propagate_forward_time: 47.9683914185, propagate_backward_time: 71.9266433716, weight_update_time: 0.1688041091, other_time: 2.9952697754
epoch time: 10.5521430969s, input_fired_time: 0.1341726333, output_fired_time: 0.0000000000, propagate_forward_time: 9.8782691956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397014618
validation[          , genome  6904] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:       963.60052, best error:       894.59070 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 125.0763702393s, input_fired_time: 1.0366667509, output_fired_time: 0.9719043970, propagate_forward_time: 47.8423347473, propagate_backward_time: 72.1897659302, weight_update_time: 0.1688864827, other_time: 3.0356979370
epoch time: 10.2287845612s, input_fired_time: 0.1330135167, output_fired_time: 0.0000000000, propagate_forward_time: 9.5608606339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349102020
validation[          , genome  6904] predictions:    9698/  10000 (96.98%), best:    9726/10000 (97.26%), error:      1009.57495, best error:       894.59070 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.9937515259s, input_fired_time: 1.0698798895, output_fired_time: 0.9853790402, propagate_forward_time: 47.9819374084, propagate_backward_time: 71.9619064331, weight_update_time: 0.1669183820, other_time: 2.9946517944
epoch time: 10.2422571182s, input_fired_time: 0.1323514730, output_fired_time: 0.0000000000, propagate_forward_time: 9.5767650604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331401825
validation[          , genome  6904] predictions:    9656/  10000 (96.56%), best:    9726/10000 (97.26%), error:      1157.23621, best error:       894.59070 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.0440444946s, input_fired_time: 1.0497473478, output_fired_time: 0.9704576731, propagate_forward_time: 47.9490051270, propagate_backward_time: 72.0964736938, weight_update_time: 0.1671856493, other_time: 2.9783630371
epoch time: 10.2821340561s, input_fired_time: 0.1309686303, output_fired_time: 0.0000000000, propagate_forward_time: 9.6171569824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340080261
validation[          , genome  6904] predictions:    9708/  10000 (97.08%), best:    9726/10000 (97.26%), error:       916.58893, best error:       894.59070 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.9825363159s, input_fired_time: 1.0460247993, output_fired_time: 0.9742795229, propagate_forward_time: 48.3130989075, propagate_backward_time: 72.7054367065, weight_update_time: 0.1675937474, other_time: 2.9436874390
epoch time: 10.3143272400s, input_fired_time: 0.1307627708, output_fired_time: 0.0000000000, propagate_forward_time: 9.6317586899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518054962
validation[          , genome  6904] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:      1000.56787, best error:       894.59070 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 124.4125442505s, input_fired_time: 1.0541588068, output_fired_time: 0.9732801914, propagate_forward_time: 47.8069992065, propagate_backward_time: 71.6253967285, weight_update_time: 0.1673330516, other_time: 2.9527053833
epoch time: 10.2155990601s, input_fired_time: 0.1318205148, output_fired_time: 0.0000000000, propagate_forward_time: 9.5465335846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372447968
validation[          , genome  6904] predictions:    9699/  10000 (96.99%), best:    9726/10000 (97.26%), error:       953.10559, best error:       894.59070 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 124.1568908691s, input_fired_time: 1.0490515232, output_fired_time: 0.9683318138, propagate_forward_time: 47.4577674866, propagate_backward_time: 71.6886444092, weight_update_time: 0.1666782796, other_time: 2.9931030273
epoch time: 10.2470245361s, input_fired_time: 0.1323095113, output_fired_time: 0.0000000000, propagate_forward_time: 9.5749435425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397710800
validation[          , genome  6904] predictions:    9673/  10000 (96.73%), best:    9726/10000 (97.26%), error:      1046.95850, best error:       894.59070 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.7696151733s, input_fired_time: 1.0590903759, output_fired_time: 0.9766423106, propagate_forward_time: 48.2845649719, propagate_backward_time: 72.4495162964, weight_update_time: 0.1692843139, other_time: 2.9998092651
epoch time: 10.9145784378s, input_fired_time: 0.1306982189, output_fired_time: 0.0000000000, propagate_forward_time: 10.2564678192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274124146
validation[          , genome  6904] predictions:    9635/  10000 (96.35%), best:    9726/10000 (97.26%), error:      1180.33264, best error:       894.59070 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.2375717163s, input_fired_time: 1.0478935242, output_fired_time: 0.9748324156, propagate_forward_time: 47.9789390564, propagate_backward_time: 72.2487869263, weight_update_time: 0.1679090708, other_time: 2.9871292114
epoch time: 10.2952861786s, input_fired_time: 0.1326663643, output_fired_time: 0.0000000000, propagate_forward_time: 9.6238908768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387287140
validation[          , genome  6904] predictions:    9678/  10000 (96.78%), best:    9726/10000 (97.26%), error:      1011.51648, best error:       894.59070 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 126.1010818481s, input_fired_time: 1.0815430880, output_fired_time: 0.9753776789, propagate_forward_time: 48.2671966553, propagate_backward_time: 72.7634735107, weight_update_time: 0.1674969494, other_time: 3.0134887695
epoch time: 10.2630205154s, input_fired_time: 0.1325608939, output_fired_time: 0.0000000000, propagate_forward_time: 9.6003379822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301218033
validation[          , genome  6904] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:       982.07495, best error:       894.59070 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.8684463501s, input_fired_time: 1.0398089886, output_fired_time: 0.9716342092, propagate_forward_time: 47.3525047302, propagate_backward_time: 71.5387954712, weight_update_time: 0.1676331013, other_time: 2.9657058716
epoch time: 10.3028430939s, input_fired_time: 0.1480396837, output_fired_time: 0.0000000000, propagate_forward_time: 9.6188411713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359621048
validation[          , genome  6904] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1003.94818, best error:       894.59070 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 125.4023208618s, input_fired_time: 1.0516101122, output_fired_time: 0.9814694524, propagate_forward_time: 48.1143150330, propagate_backward_time: 72.2876739502, weight_update_time: 0.1692351699, other_time: 2.9672546387
epoch time: 10.2056894302s, input_fired_time: 0.1508060098, output_fired_time: 0.0000000000, propagate_forward_time: 9.5174684525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374145508
validation[          , genome  6904] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       966.07745, best error:       894.59070 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 126.1013183594s, input_fired_time: 1.0683757067, output_fired_time: 0.9926205873, propagate_forward_time: 48.3707466125, propagate_backward_time: 72.6812744141, weight_update_time: 0.1705428362, other_time: 2.9882965088
epoch time: 10.2629394531s, input_fired_time: 0.1328030676, output_fired_time: 0.0000000000, propagate_forward_time: 9.5545234680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756130219
validation[          , genome  6904] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       922.04340, best error:       894.59070 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 125.5591735840s, input_fired_time: 1.0788831711, output_fired_time: 1.0291432142, propagate_forward_time: 48.0557823181, propagate_backward_time: 72.4179611206, weight_update_time: 0.1682797670, other_time: 2.9774093628
epoch time: 10.1030874252s, input_fired_time: 0.1321389973, output_fired_time: 0.0000000000, propagate_forward_time: 9.4311466217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398015976
validation[          , genome  6904] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:       974.42340, best error:       894.59070 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.7944412231s, input_fired_time: 1.0526129007, output_fired_time: 0.9929229021, propagate_forward_time: 48.6470108032, propagate_backward_time: 73.0952224731, weight_update_time: 0.1687037498, other_time: 3.0066757202
epoch time: 10.0276947021s, input_fired_time: 0.1321513355, output_fired_time: 0.0000000000, propagate_forward_time: 9.3639135361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316295624
validation[          , genome  6904] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       979.51874, best error:       894.59070 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 125.3152389526s, input_fired_time: 1.0554413795, output_fired_time: 0.9862824082, propagate_forward_time: 48.0473861694, propagate_backward_time: 72.2154922485, weight_update_time: 0.1752497554, other_time: 3.0106353760
epoch time: 10.2463397980s, input_fired_time: 0.1315532476, output_fired_time: 0.0000000000, propagate_forward_time: 9.5878047943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269813538
validation[          , genome  6904] predictions:    9676/  10000 (96.76%), best:    9726/10000 (97.26%), error:      1092.21924, best error:       894.59070 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 125.1117706299s, input_fired_time: 1.0580583811, output_fired_time: 0.9757595658, propagate_forward_time: 47.9563903809, propagate_backward_time: 72.1441726685, weight_update_time: 0.1680872589, other_time: 2.9773864746
epoch time: 10.4960536957s, input_fired_time: 0.1332526058, output_fired_time: 0.0000000000, propagate_forward_time: 9.8119287491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508728027
validation[          , genome  6904] predictions:    9649/  10000 (96.49%), best:    9726/10000 (97.26%), error:      1075.40466, best error:       894.59070 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 125.9553756714s, input_fired_time: 1.0460844040, output_fired_time: 0.9805375338, propagate_forward_time: 48.3885841370, propagate_backward_time: 72.5667572021, weight_update_time: 0.1682930291, other_time: 2.9734191895
epoch time: 10.4170742035s, input_fired_time: 0.1323775798, output_fired_time: 0.0000000000, propagate_forward_time: 9.7459831238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387134552
validation[          , genome  6904] predictions:    9659/  10000 (96.59%), best:    9726/10000 (97.26%), error:      1089.30920, best error:       894.59070 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.1987457275s, input_fired_time: 1.0718897581, output_fired_time: 0.9776800275, propagate_forward_time: 47.6639862061, propagate_backward_time: 71.4873580933, weight_update_time: 0.1718618274, other_time: 2.9978332520
epoch time: 10.1836099625s, input_fired_time: 0.1316336691, output_fired_time: 0.0000000000, propagate_forward_time: 9.5223970413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295791626
validation[          , genome  6904] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1062.49133, best error:       894.59070 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 125.5314025879s, input_fired_time: 1.0685706139, output_fired_time: 1.0056483746, propagate_forward_time: 48.2819023132, propagate_backward_time: 72.1609497070, weight_update_time: 0.1696699113, other_time: 3.0143280029
epoch time: 10.0969619751s, input_fired_time: 0.1310919672, output_fired_time: 0.0000000000, propagate_forward_time: 9.4205932617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452766418
validation[          , genome  6904] predictions:    9651/  10000 (96.51%), best:    9726/10000 (97.26%), error:      1178.91833, best error:       894.59070 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 125.5424880981s, input_fired_time: 1.1081058979, output_fired_time: 0.9926081896, propagate_forward_time: 48.2534332275, propagate_backward_time: 72.2311401367, weight_update_time: 0.1683110148, other_time: 2.9571990967
epoch time: 10.8343400955s, input_fired_time: 0.1329505593, output_fired_time: 0.0000000000, propagate_forward_time: 10.1490468979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523424149
validation[          , genome  6904] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       977.10376, best error:       894.59070 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 126.5391464233s, input_fired_time: 1.0609138012, output_fired_time: 0.9759545326, propagate_forward_time: 48.5174942017, propagate_backward_time: 72.9792251587, weight_update_time: 0.1707383841, other_time: 3.0055618286
epoch time: 10.3917961121s, input_fired_time: 0.1317053437, output_fired_time: 0.0000000000, propagate_forward_time: 9.6763343811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837564468
validation[          , genome  6904] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       936.30457, best error:       894.59070 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 125.3730239868s, input_fired_time: 1.0419623852, output_fired_time: 0.9770261049, propagate_forward_time: 48.0887565613, propagate_backward_time: 72.2584533691, weight_update_time: 0.1688685715, other_time: 3.0068206787
epoch time: 10.3439636230s, input_fired_time: 0.1328588873, output_fired_time: 0.0000000000, propagate_forward_time: 9.6722574234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388469696
validation[          , genome  6904] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:       956.34155, best error:       894.59070 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 125.7755050659s, input_fired_time: 1.0586500168, output_fired_time: 0.9943541884, propagate_forward_time: 48.3043441772, propagate_backward_time: 72.4145202637, weight_update_time: 0.1715750545, other_time: 3.0036392212
epoch time: 10.3150577545s, input_fired_time: 0.1360281408, output_fired_time: 0.0000000000, propagate_forward_time: 9.6440877914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349416733
validation[          , genome  6904] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       984.32410, best error:       894.59070 on epoch:    57, 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: 51.7166099548s, input_fired_time: 0.6628654003, output_fired_time: 0.0000000000, propagate_forward_time: 48.2934303284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7603149414
best training[          , genome  6904] predictions:   49373/  50000 (98.75%), best:    9726/10000 (97.26%), error:      2222.95996, best error:       894.59070 on epoch:    57, 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: 10.3165197372s, input_fired_time: 0.1316925436, output_fired_time: 0.0000000000, propagate_forward_time: 9.6465396881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382871628
   testing[          , genome  6904] predictions:    9763/  10000 (97.63%), best:    9726/10000 (97.26%), error:       818.87451, best error:       894.59070 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:13:18 (10904): called boinc_finish(0)

</stderr_txt>
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