Nameexact_genome_1512568488_44_5141_0
Workunit2596989
Created7 Dec 2017, 13:25:02 UTC
Sent7 Dec 2017, 13:28:53 UTC
Report deadline12 Dec 2017, 9:26:19 UTC
Received8 Dec 2017, 15:50:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time2 hours 19 min 37 sec
CPU time2 hours 19 min 20 sec
Validate stateValid
Credit1,207.89
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.76 MB
Peak swap size151.26 MB
Peak disk usage0.98 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 75.3189620972s, input_fired_time: 0.6288884282, output_fired_time: 0.5048566461, propagate_forward_time: 27.9535121918, propagate_backward_time: 44.3387184143, weight_update_time: 0.1075670645, other_time: 1.8929786682
epoch time: 5.9966716766s, input_fired_time: 0.0708756745, output_fired_time: 0.0000000000, propagate_forward_time: 5.5839066505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418893814
validation[          , genome  5141] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1281.02673, best error:      1281.02673 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 75.3451919556s, input_fired_time: 0.6291331053, output_fired_time: 0.5026934147, propagate_forward_time: 28.0209903717, propagate_backward_time: 44.3003311157, weight_update_time: 0.1073421538, other_time: 1.8920440674
epoch time: 6.2231726646s, input_fired_time: 0.0715263262, output_fired_time: 0.0000000000, propagate_forward_time: 5.8089632988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426828384
validation[          , genome  5141] predictions:    9608/  10000 (96.08%), best:    9620/10000 (96.20%), error:      1351.83618, best error:      1281.02673 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 75.6025772095s, input_fired_time: 0.6307150722, output_fired_time: 0.5039013028, propagate_forward_time: 28.1100254059, propagate_backward_time: 44.4532012939, weight_update_time: 0.1071602181, other_time: 1.9047393799
epoch time: 6.0057239532s, input_fired_time: 0.0707506314, output_fired_time: 0.0000000000, propagate_forward_time: 5.5927271843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422460556
validation[          , genome  5141] predictions:    9619/  10000 (96.19%), best:    9620/10000 (96.20%), error:      1335.01392, best error:      1281.02673 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 75.9292678833s, input_fired_time: 0.6429551840, output_fired_time: 0.5064097047, propagate_forward_time: 28.2347087860, propagate_backward_time: 44.6679039001, weight_update_time: 0.1078006476, other_time: 1.8772926331
epoch time: 6.0728468895s, input_fired_time: 0.0710845664, output_fired_time: 0.0000000000, propagate_forward_time: 5.6609148979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408474922
validation[          , genome  5141] predictions:    9589/  10000 (95.89%), best:    9620/10000 (96.20%), error:      1394.19812, best error:      1281.02673 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 76.0795135498s, input_fired_time: 0.6357900500, output_fired_time: 0.5029519200, propagate_forward_time: 28.3316268921, propagate_backward_time: 44.7332992554, weight_update_time: 0.1080353260, other_time: 1.8758468628
epoch time: 6.0561976433s, input_fired_time: 0.0711622983, output_fired_time: 0.0000000000, propagate_forward_time: 5.6423659325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426694870
validation[          , genome  5141] predictions:    9615/  10000 (96.15%), best:    9620/10000 (96.20%), error:      1350.26892, best error:      1281.02673 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 75.9864959717s, input_fired_time: 0.6379783750, output_fired_time: 0.5056430101, propagate_forward_time: 28.2689876556, propagate_backward_time: 44.6913261414, weight_update_time: 0.1085289121, other_time: 1.8825569153
epoch time: 6.0745234489s, input_fired_time: 0.0724290460, output_fired_time: 0.0000000000, propagate_forward_time: 5.6615862846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405079842
validation[          , genome  5141] predictions:    9628/  10000 (96.28%), best:    9620/10000 (96.20%), error:      1281.24988, best error:      1281.02673 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 76.0440979004s, input_fired_time: 0.6368986368, output_fired_time: 0.5052999854, propagate_forward_time: 28.3187561035, propagate_backward_time: 44.7024383545, weight_update_time: 0.1083655879, other_time: 1.8806991577
epoch time: 6.0730137825s, input_fired_time: 0.0708948970, output_fired_time: 0.0000000000, propagate_forward_time: 5.6595177650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426012993
validation[          , genome  5141] predictions:    9604/  10000 (96.04%), best:    9620/10000 (96.20%), error:      1382.25818, best error:      1281.02673 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.0484848022s, input_fired_time: 0.6550428867, output_fired_time: 0.5356307030, propagate_forward_time: 28.6664142609, propagate_backward_time: 46.1647834778, weight_update_time: 0.1130207703, other_time: 2.0266151428
epoch time: 6.2220411301s, input_fired_time: 0.0722121820, output_fired_time: 0.0000000000, propagate_forward_time: 5.7602572441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895716667
validation[          , genome  5141] predictions:    9599/  10000 (95.99%), best:    9620/10000 (96.20%), error:      1333.22913, best error:      1281.02673 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 78.5404968262s, input_fired_time: 0.6591950655, output_fired_time: 0.5454010963, propagate_forward_time: 28.7348518372, propagate_backward_time: 46.5375213623, weight_update_time: 0.1145306379, other_time: 2.0635261536
epoch time: 6.2356557846s, input_fired_time: 0.0728073716, output_fired_time: 0.0000000000, propagate_forward_time: 5.7709932327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918552399
validation[          , genome  5141] predictions:    9600/  10000 (96.00%), best:    9620/10000 (96.20%), error:      1350.78333, best error:      1281.02673 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 76.2290420532s, input_fired_time: 0.6409704089, output_fired_time: 0.5079469681, propagate_forward_time: 28.3665943146, propagate_backward_time: 44.8252868652, weight_update_time: 0.1097358838, other_time: 1.8882446289
epoch time: 6.0671858788s, input_fired_time: 0.0722953603, output_fired_time: 0.0000000000, propagate_forward_time: 5.6513566971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435339928
validation[          , genome  5141] predictions:    9567/  10000 (95.67%), best:    9620/10000 (96.20%), error:      1418.61377, best error:      1281.02673 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 75.8628921509s, input_fired_time: 0.6368129253, output_fired_time: 0.5060030818, propagate_forward_time: 28.2224063873, propagate_backward_time: 44.6250686646, weight_update_time: 0.1078252494, other_time: 1.8726043701
epoch time: 6.0537872314s, input_fired_time: 0.0716361701, output_fired_time: 0.0000000000, propagate_forward_time: 5.6418247223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403263092
validation[          , genome  5141] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1218.24402, best error:      1218.24402 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.5754699707s, input_fired_time: 0.6439964771, output_fired_time: 0.5172492266, propagate_forward_time: 28.3534297943, propagate_backward_time: 45.1358604431, weight_update_time: 0.1101205051, other_time: 1.9249305725
epoch time: 6.0736036301s, input_fired_time: 0.0718968436, output_fired_time: 0.0000000000, propagate_forward_time: 5.6615447998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401618004
validation[          , genome  5141] predictions:    9600/  10000 (96.00%), best:    9643/10000 (96.43%), error:      1388.47668, best error:      1218.24402 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.8156967163s, input_fired_time: 0.6398853660, output_fired_time: 0.5060746074, propagate_forward_time: 28.2170448303, propagate_backward_time: 44.5767707825, weight_update_time: 0.1083642915, other_time: 1.8759231567
epoch time: 6.0116200447s, input_fired_time: 0.0719166547, output_fired_time: 0.0000000000, propagate_forward_time: 5.6002254486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394780159
validation[          , genome  5141] predictions:    9606/  10000 (96.06%), best:    9643/10000 (96.43%), error:      1299.96387, best error:      1218.24402 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 75.4320755005s, input_fired_time: 0.6368952990, output_fired_time: 0.5086976290, propagate_forward_time: 28.0449028015, propagate_backward_time: 44.3692398071, weight_update_time: 0.1070977673, other_time: 1.8723411560
epoch time: 6.0129175186s, input_fired_time: 0.0717863366, output_fired_time: 0.0000000000, propagate_forward_time: 5.6011528969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399782181
validation[          , genome  5141] predictions:    9629/  10000 (96.29%), best:    9643/10000 (96.43%), error:      1258.77075, best error:      1218.24402 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.1060485840s, input_fired_time: 0.6581590176, output_fired_time: 0.5057954788, propagate_forward_time: 28.2868862152, propagate_backward_time: 44.7829551697, weight_update_time: 0.1071660072, other_time: 1.8722496033
epoch time: 6.0291843414s, input_fired_time: 0.0720122308, output_fired_time: 0.0000000000, propagate_forward_time: 5.6165428162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406291008
validation[          , genome  5141] predictions:    9600/  10000 (96.00%), best:    9643/10000 (96.43%), error:      1302.72009, best error:      1218.24402 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 75.8353347778s, input_fired_time: 0.6378173232, output_fired_time: 0.5034936666, propagate_forward_time: 28.2356948853, propagate_backward_time: 44.5843887329, weight_update_time: 0.1078169644, other_time: 1.8739395142
epoch time: 6.0727577209s, input_fired_time: 0.0725281760, output_fired_time: 0.0000000000, propagate_forward_time: 5.6598629951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403663635
validation[          , genome  5141] predictions:    9604/  10000 (96.04%), best:    9643/10000 (96.43%), error:      1303.57776, best error:      1218.24402 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 76.0176086426s, input_fired_time: 0.6418204904, output_fired_time: 0.5044940114, propagate_forward_time: 28.3070564270, propagate_backward_time: 44.6820983887, weight_update_time: 0.1086723134, other_time: 1.8821372986
epoch time: 6.0708622932s, input_fired_time: 0.0722344294, output_fired_time: 0.0000000000, propagate_forward_time: 5.6587753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398523331
validation[          , genome  5141] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1208.29626, best error:      1208.29626 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 76.0639801025s, input_fired_time: 0.6409885883, output_fired_time: 0.5033698678, propagate_forward_time: 28.3372783661, propagate_backward_time: 44.7072410583, weight_update_time: 0.1081504375, other_time: 1.8750953674
epoch time: 6.0701932907s, input_fired_time: 0.0722470433, output_fired_time: 0.0000000000, propagate_forward_time: 5.6577816010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401646614
validation[          , genome  5141] predictions:    9567/  10000 (95.67%), best:    9659/10000 (96.59%), error:      1349.65051, best error:      1208.29626 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 76.0011138916s, input_fired_time: 0.6423766613, output_fired_time: 0.5056757331, propagate_forward_time: 28.2884254456, propagate_backward_time: 44.6915740967, weight_update_time: 0.1080000252, other_time: 1.8730583191
epoch time: 6.0624842644s, input_fired_time: 0.0720993951, output_fired_time: 0.0000000000, propagate_forward_time: 5.6512293816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391556740
validation[          , genome  5141] predictions:    9567/  10000 (95.67%), best:    9659/10000 (96.59%), error:      1371.43091, best error:      1208.29626 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 76.2536926270s, input_fired_time: 0.6439464092, output_fired_time: 0.5059757829, propagate_forward_time: 28.3888378143, propagate_backward_time: 44.8397140503, weight_update_time: 0.1083573997, other_time: 1.8752212524
epoch time: 6.0878186226s, input_fired_time: 0.0728685409, output_fired_time: 0.0000000000, propagate_forward_time: 5.6744632721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404870033
validation[          , genome  5141] predictions:    9611/  10000 (96.11%), best:    9659/10000 (96.59%), error:      1321.75500, best error:      1208.29626 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 76.1968994141s, input_fired_time: 0.6423199773, output_fired_time: 0.5040977001, propagate_forward_time: 28.3831253052, propagate_backward_time: 44.7954673767, weight_update_time: 0.1082134098, other_time: 1.8718910217
epoch time: 6.0663008690s, input_fired_time: 0.0712650269, output_fired_time: 0.0000000000, propagate_forward_time: 5.6547799110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402557373
validation[          , genome  5141] predictions:    9634/  10000 (96.34%), best:    9659/10000 (96.59%), error:      1296.16333, best error:      1208.29626 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 76.5252227783s, input_fired_time: 0.6476063132, output_fired_time: 0.5142613649, propagate_forward_time: 28.3797340393, propagate_backward_time: 45.0740547180, weight_update_time: 0.1095221862, other_time: 1.9095687866
epoch time: 6.2187595367s, input_fired_time: 0.0725131035, output_fired_time: 0.0000000000, propagate_forward_time: 5.7566752434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895711899
validation[          , genome  5141] predictions:    9637/  10000 (96.37%), best:    9659/10000 (96.59%), error:      1234.00574, best error:      1208.29626 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 79.1004486084s, input_fired_time: 0.6689679027, output_fired_time: 0.5593360066, propagate_forward_time: 28.7981605530, propagate_backward_time: 46.9653091431, weight_update_time: 0.1159803718, other_time: 2.1086769104
epoch time: 6.2284064293s, input_fired_time: 0.0734651238, output_fired_time: 0.0000000000, propagate_forward_time: 5.7664432526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884978294
validation[          , genome  5141] predictions:    9580/  10000 (95.80%), best:    9659/10000 (96.59%), error:      1362.68982, best error:      1208.29626 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 79.1006546021s, input_fired_time: 0.6699337959, output_fired_time: 0.5575814843, propagate_forward_time: 28.7965755463, propagate_backward_time: 46.9585456848, weight_update_time: 0.1165190265, other_time: 2.1180152893
epoch time: 6.0689072609s, input_fired_time: 0.0729505420, output_fired_time: 0.0000000000, propagate_forward_time: 5.6538290977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421278000
validation[          , genome  5141] predictions:    9653/  10000 (96.53%), best:    9659/10000 (96.59%), error:      1233.78101, best error:      1208.29626 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 75.9587936401s, input_fired_time: 0.6436585188, output_fired_time: 0.5057553053, propagate_forward_time: 28.2679786682, propagate_backward_time: 44.6627693176, weight_update_time: 0.1081906185, other_time: 1.8786315918
epoch time: 6.0636262894s, input_fired_time: 0.0725273788, output_fired_time: 0.0000000000, propagate_forward_time: 5.6491551399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419437408
validation[          , genome  5141] predictions:    9657/  10000 (96.57%), best:    9659/10000 (96.59%), error:      1211.09070, best error:      1208.29626 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 76.0128097534s, input_fired_time: 0.6431249976, output_fired_time: 0.5036867857, propagate_forward_time: 28.3121223450, propagate_backward_time: 44.6777343750, weight_update_time: 0.1080025733, other_time: 1.8761405945
epoch time: 6.0750989914s, input_fired_time: 0.0723921508, output_fired_time: 0.0000000000, propagate_forward_time: 5.6619100571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407969475
validation[          , genome  5141] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1158.62817, best error:      1158.62817 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 76.0304870605s, input_fired_time: 0.6435085535, output_fired_time: 0.5046000481, propagate_forward_time: 28.3140678406, propagate_backward_time: 44.6883544922, weight_update_time: 0.1082665399, other_time: 1.8799552917
epoch time: 6.0777502060s, input_fired_time: 0.0728595629, output_fired_time: 0.0000000000, propagate_forward_time: 5.6623034477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425869942
validation[          , genome  5141] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1226.74902, best error:      1158.62817 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.3823318481s, input_fired_time: 0.6530849934, output_fired_time: 0.5239915252, propagate_forward_time: 28.5546760559, propagate_backward_time: 45.6779823303, weight_update_time: 0.1112684682, other_time: 1.9725952148
epoch time: 6.2163982391s, input_fired_time: 0.0734544843, output_fired_time: 0.0000000000, propagate_forward_time: 5.7528519630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900918961
validation[          , genome  5141] predictions:    9609/  10000 (96.09%), best:    9658/10000 (96.58%), error:      1300.05225, best error:      1158.62817 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 79.1665267944s, input_fired_time: 0.6707183123, output_fired_time: 0.5574712157, propagate_forward_time: 28.8185443878, propagate_backward_time: 47.0076980591, weight_update_time: 0.1163180619, other_time: 2.1120986938
epoch time: 6.2207832336s, input_fired_time: 0.0741764233, output_fired_time: 0.0000000000, propagate_forward_time: 5.7575225830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890843391
validation[          , genome  5141] predictions:    9651/  10000 (96.51%), best:    9658/10000 (96.58%), error:      1174.36108, best error:      1158.62817 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 76.0178451538s, input_fired_time: 0.6445040107, output_fired_time: 0.5051347613, propagate_forward_time: 28.2703838348, propagate_backward_time: 44.7197265625, weight_update_time: 0.1083476320, other_time: 1.8780975342
epoch time: 6.0597529411s, input_fired_time: 0.0726793259, output_fired_time: 0.0000000000, propagate_forward_time: 5.6473684311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397049904
validation[          , genome  5141] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1263.70056, best error:      1158.62817 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 76.1156539917s, input_fired_time: 0.6472522020, output_fired_time: 0.5035158992, propagate_forward_time: 28.3411808014, propagate_backward_time: 44.7441406250, weight_update_time: 0.1084559858, other_time: 1.8795623779
epoch time: 6.0798711777s, input_fired_time: 0.0724143386, output_fired_time: 0.0000000000, propagate_forward_time: 5.6652913094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421654701
validation[          , genome  5141] predictions:    9632/  10000 (96.32%), best:    9658/10000 (96.58%), error:      1230.77710, best error:      1158.62817 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 75.8061752319s, input_fired_time: 0.6437221169, output_fired_time: 0.5035181642, propagate_forward_time: 28.2147388458, propagate_backward_time: 44.5612983704, weight_update_time: 0.1080072522, other_time: 1.8829002380
epoch time: 6.0216522217s, input_fired_time: 0.0737316236, output_fired_time: 0.0000000000, propagate_forward_time: 5.6068372726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410835266
validation[          , genome  5141] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1131.74072, best error:      1131.74072 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 75.4524459839s, input_fired_time: 0.6414956450, output_fired_time: 0.5021206141, propagate_forward_time: 28.0705127716, propagate_backward_time: 44.3623886108, weight_update_time: 0.1071740165, other_time: 1.8759307861
epoch time: 6.0199694633s, input_fired_time: 0.0731081367, output_fired_time: 0.0000000000, propagate_forward_time: 5.6070089340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398523331
validation[          , genome  5141] predictions:    9616/  10000 (96.16%), best:    9663/10000 (96.63%), error:      1242.43848, best error:      1131.74072 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 75.6826705933s, input_fired_time: 0.6473801732, output_fired_time: 0.5079850554, propagate_forward_time: 28.1043586731, propagate_backward_time: 44.5404319763, weight_update_time: 0.1072224602, other_time: 1.8825149536
epoch time: 6.0315785408s, input_fired_time: 0.0723506287, output_fired_time: 0.0000000000, propagate_forward_time: 5.6188745499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403534889
validation[          , genome  5141] predictions:    9502/  10000 (95.02%), best:    9663/10000 (96.63%), error:      1653.00476, best error:      1131.74072 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 76.0409317017s, input_fired_time: 0.6441569328, output_fired_time: 0.5051463842, propagate_forward_time: 28.2613639832, propagate_backward_time: 44.7429084778, weight_update_time: 0.1077307910, other_time: 1.8873519897
epoch time: 6.0328478813s, input_fired_time: 0.0735234842, output_fired_time: 0.0000000000, propagate_forward_time: 5.6186418533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406825066
validation[          , genome  5141] predictions:    9666/  10000 (96.66%), best:    9663/10000 (96.63%), error:      1140.38794, best error:      1131.74072 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 75.6288070679s, input_fired_time: 0.6426642537, output_fired_time: 0.5007227063, propagate_forward_time: 28.1424732208, propagate_backward_time: 44.4742355347, weight_update_time: 0.1068846509, other_time: 1.8687133789
epoch time: 6.0324535370s, input_fired_time: 0.0730926692, output_fired_time: 0.0000000000, propagate_forward_time: 5.6189298630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404312134
validation[          , genome  5141] predictions:    9626/  10000 (96.26%), best:    9663/10000 (96.63%), error:      1313.90137, best error:      1131.74072 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 75.7465972900s, input_fired_time: 0.6438217163, output_fired_time: 0.5038058162, propagate_forward_time: 28.1542434692, propagate_backward_time: 44.5731544495, weight_update_time: 0.1072086021, other_time: 1.8715705872
epoch time: 6.0255045891s, input_fired_time: 0.0727995560, output_fired_time: 0.0000000000, propagate_forward_time: 5.6138172150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388876915
validation[          , genome  5141] predictions:    9590/  10000 (95.90%), best:    9663/10000 (96.63%), error:      1326.58362, best error:      1131.74072 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 75.5357437134s, input_fired_time: 0.6431302428, output_fired_time: 0.5048962831, propagate_forward_time: 28.0818901062, propagate_backward_time: 44.4368095398, weight_update_time: 0.1071250215, other_time: 1.8690185547
epoch time: 6.0037169456s, input_fired_time: 0.0730584711, output_fired_time: 0.0000000000, propagate_forward_time: 5.5917291641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389291763
validation[          , genome  5141] predictions:    9668/  10000 (96.68%), best:    9663/10000 (96.63%), error:      1152.22314, best error:      1131.74072 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 78.9857101440s, input_fired_time: 0.6703107953, output_fired_time: 0.5516313314, propagate_forward_time: 28.8147010803, propagate_backward_time: 46.8609924316, weight_update_time: 0.1153010502, other_time: 2.0880775452
epoch time: 6.2057080269s, input_fired_time: 0.0740156248, output_fired_time: 0.0000000000, propagate_forward_time: 5.7425136566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891787529
validation[          , genome  5141] predictions:    9569/  10000 (95.69%), best:    9663/10000 (96.63%), error:      1410.66980, best error:      1131.74072 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 76.7204208374s, input_fired_time: 0.6537591219, output_fired_time: 0.5164036751, propagate_forward_time: 28.4198894501, propagate_backward_time: 45.2016944885, weight_update_time: 0.1101135015, other_time: 1.9286689758
epoch time: 6.0716295242s, input_fired_time: 0.0737979636, output_fired_time: 0.0000000000, propagate_forward_time: 5.6575231552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403081894
validation[          , genome  5141] predictions:    9625/  10000 (96.25%), best:    9663/10000 (96.63%), error:      1225.42810, best error:      1131.74072 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 76.1877899170s, input_fired_time: 0.6510679722, output_fired_time: 0.5062637329, propagate_forward_time: 28.3795719147, propagate_backward_time: 44.7722129822, weight_update_time: 0.1087602377, other_time: 1.8786735535
epoch time: 6.1949524879s, input_fired_time: 0.0747624710, output_fired_time: 0.0000000000, propagate_forward_time: 5.7368550301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833351135
validation[          , genome  5141] predictions:    9642/  10000 (96.42%), best:    9663/10000 (96.63%), error:      1183.51355, best error:      1131.74072 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.1309967041s, input_fired_time: 0.6753241420, output_fired_time: 0.5564378500, propagate_forward_time: 28.8063373566, propagate_backward_time: 46.9811706543, weight_update_time: 0.1162839755, other_time: 2.1117324829
epoch time: 6.2339096069s, input_fired_time: 0.0748587772, output_fired_time: 0.0000000000, propagate_forward_time: 5.7680673599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909835815
validation[          , genome  5141] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1091.60986, best error:      1091.60986 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 79.1701431274s, input_fired_time: 0.6747896671, output_fired_time: 0.5557885170, propagate_forward_time: 28.8151264191, propagate_backward_time: 47.0098457336, weight_update_time: 0.1161693037, other_time: 2.1145973206
epoch time: 6.2308092117s, input_fired_time: 0.0756146759, output_fired_time: 0.0000000000, propagate_forward_time: 5.7642774582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909173012
validation[          , genome  5141] predictions:    9654/  10000 (96.54%), best:    9678/10000 (96.78%), error:      1156.29150, best error:      1091.60986 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 76.6379241943s, input_fired_time: 0.6535279155, output_fired_time: 0.5182441473, propagate_forward_time: 28.3127479553, propagate_backward_time: 45.2059020996, weight_update_time: 0.1096243635, other_time: 1.9475059509
epoch time: 6.2229213715s, input_fired_time: 0.0737961233, output_fired_time: 0.0000000000, propagate_forward_time: 5.8100543022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390707970
validation[          , genome  5141] predictions:    9681/  10000 (96.81%), best:    9678/10000 (96.78%), error:      1109.30164, best error:      1091.60986 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 76.1432571411s, input_fired_time: 0.6509938836, output_fired_time: 0.5064228773, propagate_forward_time: 28.3457183838, propagate_backward_time: 44.7727737427, weight_update_time: 0.1081837416, other_time: 1.8673477173
epoch time: 6.0768694878s, input_fired_time: 0.0743021369, output_fired_time: 0.0000000000, propagate_forward_time: 5.6616258621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409414291
validation[          , genome  5141] predictions:    9649/  10000 (96.49%), best:    9678/10000 (96.78%), error:      1227.43555, best error:      1091.60986 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 76.0974121094s, input_fired_time: 0.6459466219, output_fired_time: 0.4989919066, propagate_forward_time: 28.3183612823, propagate_backward_time: 44.7616424561, weight_update_time: 0.1074338183, other_time: 1.8724670410
epoch time: 5.9984951019s, input_fired_time: 0.0737937763, output_fired_time: 0.0000000000, propagate_forward_time: 5.5852837563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394174576
validation[          , genome  5141] predictions:    9656/  10000 (96.56%), best:    9678/10000 (96.78%), error:      1157.34204, best error:      1091.60986 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 75.4716033936s, input_fired_time: 0.6467389464, output_fired_time: 0.5150733590, propagate_forward_time: 27.9956626892, propagate_backward_time: 44.4494018555, weight_update_time: 0.1063737199, other_time: 1.8647270203
epoch time: 5.9998221397s, input_fired_time: 0.0737072080, output_fired_time: 0.0000000000, propagate_forward_time: 5.5873270035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387880325
validation[          , genome  5141] predictions:    9618/  10000 (96.18%), best:    9678/10000 (96.78%), error:      1350.85840, best error:      1091.60986 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 75.2633361816s, input_fired_time: 0.6443696618, output_fired_time: 0.5029705167, propagate_forward_time: 27.9460315704, propagate_backward_time: 44.3004112244, weight_update_time: 0.1065094993, other_time: 1.8695564270
epoch time: 6.0034189224s, input_fired_time: 0.0737644807, output_fired_time: 0.0000000000, propagate_forward_time: 5.5882287025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414258957
validation[          , genome  5141] predictions:    9654/  10000 (96.54%), best:    9678/10000 (96.78%), error:      1118.78894, best error:      1091.60986 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 75.6939086914s, input_fired_time: 0.6456161141, output_fired_time: 0.5026739836, propagate_forward_time: 28.1466445923, propagate_backward_time: 44.5185470581, weight_update_time: 0.1106196120, other_time: 1.8804321289
epoch time: 6.0430350304s, input_fired_time: 0.0744279325, output_fired_time: 0.0000000000, propagate_forward_time: 5.6283702850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402366638
validation[          , genome  5141] predictions:    9661/  10000 (96.61%), best:    9678/10000 (96.78%), error:      1122.49536, best error:      1091.60986 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 75.5151824951s, input_fired_time: 0.6472902894, output_fired_time: 0.5032783151, propagate_forward_time: 28.0807819366, propagate_backward_time: 44.4074859619, weight_update_time: 0.1072302833, other_time: 1.8763427734
epoch time: 6.0305514336s, input_fired_time: 0.0745103583, output_fired_time: 0.0000000000, propagate_forward_time: 5.6148338318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412070274
validation[          , genome  5141] predictions:    9668/  10000 (96.68%), best:    9678/10000 (96.78%), error:      1178.66663, best error:      1091.60986 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 76.0783996582s, input_fired_time: 0.6469236612, output_fired_time: 0.5055640936, propagate_forward_time: 28.3058280945, propagate_backward_time: 44.7101516724, weight_update_time: 0.1071295589, other_time: 1.9099311829
epoch time: 6.0170478821s, input_fired_time: 0.0737644881, output_fired_time: 0.0000000000, propagate_forward_time: 5.6024079323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408756256
validation[          , genome  5141] predictions:    9650/  10000 (96.50%), best:    9678/10000 (96.78%), error:      1177.95898, best error:      1091.60986 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 75.5498809814s, input_fired_time: 0.6453347802, output_fired_time: 0.5007058978, propagate_forward_time: 28.1291618347, propagate_backward_time: 44.3963356018, weight_update_time: 0.1069556475, other_time: 1.8783416748
epoch time: 6.0200996399s, input_fired_time: 0.0743141472, output_fired_time: 0.0000000000, propagate_forward_time: 5.6066741943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391113281
validation[          , genome  5141] predictions:    9613/  10000 (96.13%), best:    9678/10000 (96.78%), error:      1269.06409, best error:      1091.60986 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 75.3595809937s, input_fired_time: 0.6465094090, output_fired_time: 0.5021476150, propagate_forward_time: 28.0303478241, propagate_backward_time: 44.3085060120, weight_update_time: 0.1069804132, other_time: 1.8720741272
epoch time: 6.0363616943s, input_fired_time: 0.0740941763, output_fired_time: 0.0000000000, propagate_forward_time: 5.6190843582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431830406
validation[          , genome  5141] predictions:    9636/  10000 (96.36%), best:    9678/10000 (96.78%), error:      1216.25366, best error:      1091.60986 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 77.1133651733s, input_fired_time: 0.6853019595, output_fired_time: 0.5168532729, propagate_forward_time: 28.6004676819, propagate_backward_time: 45.3432579041, weight_update_time: 0.1079133973, other_time: 1.9674835205
epoch time: 6.0944852829s, input_fired_time: 0.0745758712, output_fired_time: 0.0000000000, propagate_forward_time: 5.6587719917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611373901
validation[          , genome  5141] predictions:    9675/  10000 (96.75%), best:    9678/10000 (96.78%), error:      1101.01160, best error:      1091.60986 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 75.6399841309s, input_fired_time: 0.6497498751, output_fired_time: 0.5108011365, propagate_forward_time: 28.1349716187, propagate_backward_time: 44.4720840454, weight_update_time: 0.1071692407, other_time: 1.8723754883
epoch time: 6.0204329491s, input_fired_time: 0.0740384087, output_fired_time: 0.0000000000, propagate_forward_time: 5.6054806709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409137726
validation[          , genome  5141] predictions:    9669/  10000 (96.69%), best:    9678/10000 (96.78%), error:      1101.69629, best error:      1091.60986 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 75.4458389282s, input_fired_time: 0.6466348767, output_fired_time: 0.5021251440, propagate_forward_time: 28.0676918030, propagate_backward_time: 44.3551483154, weight_update_time: 0.1071044654, other_time: 1.8742332458
epoch time: 6.0175819397s, input_fired_time: 0.0738991126, output_fired_time: 0.0000000000, propagate_forward_time: 5.6037259102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399567604
validation[          , genome  5141] predictions:    9660/  10000 (96.60%), best:    9678/10000 (96.78%), error:      1126.68994, best error:      1091.60986 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 75.5534210205s, input_fired_time: 0.6488442421, output_fired_time: 0.5044093728, propagate_forward_time: 28.0750141144, propagate_backward_time: 44.4529495239, weight_update_time: 0.1073422953, other_time: 1.8722076416
epoch time: 6.0576448441s, input_fired_time: 0.0741367638, output_fired_time: 0.0000000000, propagate_forward_time: 5.6436080933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399000168
validation[          , genome  5141] predictions:    9658/  10000 (96.58%), best:    9678/10000 (96.78%), error:      1161.10486, best error:      1091.60986 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.8424682617s, input_fired_time: 0.6505181789, output_fired_time: 0.5135309696, propagate_forward_time: 28.2147808075, propagate_backward_time: 44.5884361267, weight_update_time: 0.1075793207, other_time: 1.8751945496
epoch time: 6.0722174644s, input_fired_time: 0.0747613683, output_fired_time: 0.0000000000, propagate_forward_time: 5.6563906670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410654068
validation[          , genome  5141] predictions:    9647/  10000 (96.47%), best:    9678/10000 (96.78%), error:      1157.70276, best error:      1091.60986 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 76.0549087524s, input_fired_time: 0.6553823352, output_fired_time: 0.5076509714, propagate_forward_time: 28.2879467010, propagate_backward_time: 44.7283668518, weight_update_time: 0.1083504483, other_time: 1.8755607605
epoch time: 6.0661797523s, input_fired_time: 0.0747509599, output_fired_time: 0.0000000000, propagate_forward_time: 5.6491279602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423008919
validation[          , genome  5141] predictions:    9662/  10000 (96.62%), best:    9678/10000 (96.78%), error:      1128.25171, best error:      1091.60986 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 76.2500610352s, input_fired_time: 0.6589250565, output_fired_time: 0.5069588423, propagate_forward_time: 28.3344841003, propagate_backward_time: 44.8590774536, weight_update_time: 0.1075907871, other_time: 1.8906135559
epoch time: 6.0954055786s, input_fired_time: 0.0744629800, output_fired_time: 0.0000000000, propagate_forward_time: 5.6728630066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480796814
validation[          , genome  5141] predictions:    9600/  10000 (96.00%), best:    9678/10000 (96.78%), error:      1311.55713, best error:      1091.60986 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 77.4222412109s, input_fired_time: 0.6630604863, output_fired_time: 0.5347547531, propagate_forward_time: 28.3802433014, propagate_backward_time: 45.8271179199, weight_update_time: 0.1117074043, other_time: 2.0170669556
epoch time: 6.1553406715s, input_fired_time: 0.0759710595, output_fired_time: 0.0000000000, propagate_forward_time: 5.6901745796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891949654
validation[          , genome  5141] predictions:    9657/  10000 (96.57%), best:    9678/10000 (96.78%), error:      1153.18372, best error:      1091.60986 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.1560134888s, input_fired_time: 0.6736359596, output_fired_time: 0.5551055670, propagate_forward_time: 28.4609718323, propagate_backward_time: 46.3584785461, weight_update_time: 0.1149064973, other_time: 2.1078186035
epoch time: 6.1411681175s, input_fired_time: 0.0759764165, output_fired_time: 0.0000000000, propagate_forward_time: 5.6775794029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876123428
validation[          , genome  5141] predictions:    9577/  10000 (95.77%), best:    9678/10000 (96.78%), error:      1432.38147, best error:      1091.60986 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 78.1890029907s, input_fired_time: 0.6748594642, output_fired_time: 0.5582931042, propagate_forward_time: 28.4491672516, propagate_backward_time: 46.3809013367, weight_update_time: 0.1159219518, other_time: 2.1257820129
epoch time: 6.1600828171s, input_fired_time: 0.0750834048, output_fired_time: 0.0000000000, propagate_forward_time: 5.6945948601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904047012
validation[          , genome  5141] predictions:    9656/  10000 (96.56%), best:    9678/10000 (96.78%), error:      1157.33545, best error:      1091.60986 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 76.4612350464s, input_fired_time: 0.6577211022, output_fired_time: 0.5200909376, propagate_forward_time: 28.1910190582, propagate_backward_time: 45.1354675293, weight_update_time: 0.1097821817, other_time: 1.9569396973
epoch time: 6.1005654335s, input_fired_time: 0.0748257190, output_fired_time: 0.0000000000, propagate_forward_time: 5.6769819260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487577438
validation[          , genome  5141] predictions:    9638/  10000 (96.38%), best:    9678/10000 (96.78%), error:      1206.95300, best error:      1091.60986 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 75.9355239868s, input_fired_time: 0.6556303501, output_fired_time: 0.5019515157, propagate_forward_time: 28.2875556946, propagate_backward_time: 44.6135063171, weight_update_time: 0.1068834588, other_time: 1.8768768311
epoch time: 6.0949997902s, input_fired_time: 0.0752075911, output_fired_time: 0.0000000000, propagate_forward_time: 5.6758389473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439531326
validation[          , genome  5141] predictions:    9641/  10000 (96.41%), best:    9678/10000 (96.78%), error:      1184.69531, best error:      1091.60986 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 76.0703506470s, input_fired_time: 0.6551879644, output_fired_time: 0.5040865541, propagate_forward_time: 28.2947444916, propagate_backward_time: 44.7400588989, weight_update_time: 0.1078861207, other_time: 1.8762664795
epoch time: 6.0862913132s, input_fired_time: 0.0750215724, output_fired_time: 0.0000000000, propagate_forward_time: 5.6704697609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407998085
validation[          , genome  5141] predictions:    9664/  10000 (96.64%), best:    9678/10000 (96.78%), error:      1132.60535, best error:      1091.60986 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 76.1615524292s, input_fired_time: 0.6569492221, output_fired_time: 0.5066140294, propagate_forward_time: 28.3617687225, propagate_backward_time: 44.7636032104, weight_update_time: 0.1083573103, other_time: 1.8726119995
epoch time: 6.0876502991s, input_fired_time: 0.0755496472, output_fired_time: 0.0000000000, propagate_forward_time: 5.6697916985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423089981
validation[          , genome  5141] predictions:    9664/  10000 (96.64%), best:    9678/10000 (96.78%), error:      1121.95886, best error:      1091.60986 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 76.1960830688s, input_fired_time: 0.6557322741, output_fired_time: 0.5033857822, propagate_forward_time: 28.3817749023, propagate_backward_time: 44.7828941345, weight_update_time: 0.1081325188, other_time: 1.8722953796
epoch time: 6.0843067169s, input_fired_time: 0.0751207843, output_fired_time: 0.0000000000, propagate_forward_time: 5.6697535515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394322395
validation[          , genome  5141] predictions:    9638/  10000 (96.38%), best:    9678/10000 (96.78%), error:      1192.56604, best error:      1091.60986 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.0153961182s, input_fired_time: 0.6554267406, output_fired_time: 0.5061008930, propagate_forward_time: 28.2853679657, propagate_backward_time: 44.7001419067, weight_update_time: 0.1083174795, other_time: 1.8683547974
epoch time: 6.0595736504s, input_fired_time: 0.0745824948, output_fired_time: 0.0000000000, propagate_forward_time: 5.6462874413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387036324
validation[          , genome  5141] predictions:    9617/  10000 (96.17%), best:    9678/10000 (96.78%), error:      1222.88269, best error:      1091.60986 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 76.2248077393s, input_fired_time: 0.6530744433, output_fired_time: 0.4984237552, propagate_forward_time: 28.4338703156, propagate_backward_time: 44.7665939331, weight_update_time: 0.1079859585, other_time: 1.8728485107
epoch time: 6.0605745316s, input_fired_time: 0.0750443414, output_fired_time: 0.0000000000, propagate_forward_time: 5.6454429626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400874138
validation[          , genome  5141] predictions:    9661/  10000 (96.61%), best:    9678/10000 (96.78%), error:      1109.92078, best error:      1091.60986 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 76.0406646729s, input_fired_time: 0.6563032866, output_fired_time: 0.5075898170, propagate_forward_time: 28.2694377899, propagate_backward_time: 44.7328186035, weight_update_time: 0.1082886308, other_time: 1.8745117188
epoch time: 6.2361116409s, input_fired_time: 0.0757085085, output_fired_time: 0.0000000000, propagate_forward_time: 5.7705106735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898925781
validation[          , genome  5141] predictions:    9619/  10000 (96.19%), best:    9678/10000 (96.78%), error:      1264.33728, best error:      1091.60986 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 77.9486465454s, input_fired_time: 0.6706283092, output_fired_time: 0.5367794037, propagate_forward_time: 28.5917911530, propagate_backward_time: 46.1349334717, weight_update_time: 0.1132803559, other_time: 2.0145111084
epoch time: 6.0311183929s, input_fired_time: 0.0751505196, output_fired_time: 0.0000000000, propagate_forward_time: 5.6155443192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404235840
validation[          , genome  5141] predictions:    9653/  10000 (96.53%), best:    9678/10000 (96.78%), error:      1121.09131, best error:      1091.60986 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 77.0519409180s, input_fired_time: 0.6634029150, output_fired_time: 0.5286388993, propagate_forward_time: 28.3360805511, propagate_backward_time: 45.5178298950, weight_update_time: 0.1147030294, other_time: 2.0059814453
epoch time: 6.0646276474s, input_fired_time: 0.0755668953, output_fired_time: 0.0000000000, propagate_forward_time: 5.6273641586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616967201
validation[          , genome  5141] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1080.22559, best error:      1080.22559 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 76.5499267578s, input_fired_time: 0.6598286033, output_fired_time: 0.5172241330, propagate_forward_time: 28.3150138855, propagate_backward_time: 45.1107215881, weight_update_time: 0.1092504337, other_time: 1.9471359253
epoch time: 6.0190458298s, input_fired_time: 0.0751017183, output_fired_time: 0.0000000000, propagate_forward_time: 5.6040391922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399047852
validation[          , genome  5141] predictions:    9650/  10000 (96.50%), best:    9672/10000 (96.72%), error:      1141.16345, best error:      1080.22559 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 76.3883590698s, input_fired_time: 0.6554065943, output_fired_time: 0.5045911670, propagate_forward_time: 28.3343486786, propagate_backward_time: 45.0086593628, weight_update_time: 0.1075347885, other_time: 1.8853530884
epoch time: 6.0005564690s, input_fired_time: 0.0753777176, output_fired_time: 0.0000000000, propagate_forward_time: 5.5846905708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404879570
validation[          , genome  5141] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1066.19409, best error:      1066.19409 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 76.1053619385s, input_fired_time: 0.6592693925, output_fired_time: 0.5057686567, propagate_forward_time: 28.3216171265, propagate_backward_time: 44.7342872620, weight_update_time: 0.1086002216, other_time: 1.8844184875
epoch time: 6.0768637657s, input_fired_time: 0.0760076717, output_fired_time: 0.0000000000, propagate_forward_time: 5.6593217850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415341377
validation[          , genome  5141] predictions:    9658/  10000 (96.58%), best:    9687/10000 (96.87%), error:      1130.07288, best error:      1066.19409 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 76.7489471436s, input_fired_time: 0.6614801288, output_fired_time: 0.5137237906, propagate_forward_time: 28.5185718536, propagate_backward_time: 45.1404037476, weight_update_time: 0.1095469892, other_time: 1.9147644043
epoch time: 6.2303051949s, input_fired_time: 0.0774113163, output_fired_time: 0.0000000000, propagate_forward_time: 5.7644629478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884310722
validation[          , genome  5141] predictions:    9661/  10000 (96.61%), best:    9687/10000 (96.87%), error:      1165.91870, best error:      1066.19409 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 79.2203216553s, input_fired_time: 0.6843764782, output_fired_time: 0.5582843423, propagate_forward_time: 28.8228740692, propagate_backward_time: 47.0344352722, weight_update_time: 0.1170893610, other_time: 2.1203498840
epoch time: 6.2335405350s, input_fired_time: 0.0768531486, output_fired_time: 0.0000000000, propagate_forward_time: 5.7657222748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909649849
validation[          , genome  5141] predictions:    9666/  10000 (96.66%), best:    9687/10000 (96.87%), error:      1126.00134, best error:      1066.19409 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 76.5347213745s, input_fired_time: 0.6625115275, output_fired_time: 0.5132790208, propagate_forward_time: 28.3661823273, propagate_backward_time: 45.0758361816, weight_update_time: 0.1094766110, other_time: 1.9169082642
epoch time: 6.0522427559s, input_fired_time: 0.0755187571, output_fired_time: 0.0000000000, propagate_forward_time: 5.6360135078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407106400
validation[          , genome  5141] predictions:    9662/  10000 (96.62%), best:    9687/10000 (96.87%), error:      1080.63281, best error:      1066.19409 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.1829986572s, input_fired_time: 0.6615578532, output_fired_time: 0.5077291131, propagate_forward_time: 28.3644428253, propagate_backward_time: 44.7723960876, weight_update_time: 0.1086931229, other_time: 1.8768730164
epoch time: 6.0888066292s, input_fired_time: 0.0760516897, output_fired_time: 0.0000000000, propagate_forward_time: 5.6713328362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414220810
validation[          , genome  5141] predictions:    9613/  10000 (96.13%), best:    9687/10000 (96.87%), error:      1264.86047, best error:      1066.19409 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 76.3731002808s, input_fired_time: 0.6584289074, output_fired_time: 0.5006406903, propagate_forward_time: 28.4837074280, propagate_backward_time: 44.8521499634, weight_update_time: 0.1086440831, other_time: 1.8781700134
epoch time: 6.0891237259s, input_fired_time: 0.0763921812, output_fired_time: 0.0000000000, propagate_forward_time: 5.6725687981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401627541
validation[          , genome  5141] predictions:    9674/  10000 (96.74%), best:    9687/10000 (96.87%), error:      1096.64771, best error:      1066.19409 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 79.0629730225s, input_fired_time: 0.6852676868, output_fired_time: 0.5550990105, propagate_forward_time: 28.8023147583, propagate_backward_time: 46.9205398560, weight_update_time: 0.1159003377, other_time: 2.0997543335
epoch time: 6.2256274223s, input_fired_time: 0.0772851780, output_fired_time: 0.0000000000, propagate_forward_time: 5.7585172653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898248672
validation[          , genome  5141] predictions:    9637/  10000 (96.37%), best:    9687/10000 (96.87%), error:      1201.73364, best error:      1066.19409 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 79.2067031860s, input_fired_time: 0.6855989099, output_fired_time: 0.5579472184, propagate_forward_time: 28.8307075500, propagate_backward_time: 47.0232315063, weight_update_time: 0.1160850227, other_time: 2.1092185974
epoch time: 6.2158284187s, input_fired_time: 0.0772281215, output_fired_time: 0.0000000000, propagate_forward_time: 5.7511086464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874917030
validation[          , genome  5141] predictions:    9677/  10000 (96.77%), best:    9687/10000 (96.87%), error:      1084.54871, best error:      1066.19409 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 76.2212829590s, input_fired_time: 0.6621500850, output_fired_time: 0.5103611946, propagate_forward_time: 28.2873706818, propagate_backward_time: 44.8680000305, weight_update_time: 0.1088538319, other_time: 1.8934059143
epoch time: 6.0669221878s, input_fired_time: 0.0755591989, output_fired_time: 0.0000000000, propagate_forward_time: 5.6497840881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415789604
validation[          , genome  5141] predictions:    9663/  10000 (96.63%), best:    9687/10000 (96.87%), error:      1141.04236, best error:      1066.19409 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 76.0259704590s, input_fired_time: 0.6598266959, output_fired_time: 0.5051776171, propagate_forward_time: 28.2818641663, propagate_backward_time: 44.7014236450, weight_update_time: 0.1083209813, other_time: 1.8776741028
epoch time: 6.0689606667s, input_fired_time: 0.0761708096, output_fired_time: 0.0000000000, propagate_forward_time: 5.6494493484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433403969
validation[          , genome  5141] predictions:    9670/  10000 (96.70%), best:    9687/10000 (96.87%), error:      1148.31177, best error:      1066.19409 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 75.9701461792s, input_fired_time: 0.6597706676, output_fired_time: 0.5056437254, propagate_forward_time: 28.2597675323, propagate_backward_time: 44.6617202759, weight_update_time: 0.1085391939, other_time: 1.8832473755
epoch time: 6.1452207565s, input_fired_time: 0.0764284283, output_fired_time: 0.0000000000, propagate_forward_time: 5.7068967819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618955612
validation[          , genome  5141] predictions:    9679/  10000 (96.79%), best:    9687/10000 (96.87%), error:      1101.97791, best error:      1066.19409 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.4210052490s, input_fired_time: 0.6548187137, output_fired_time: 0.5052642226, propagate_forward_time: 27.9754467010, propagate_backward_time: 44.4066886902, weight_update_time: 0.1072751209, other_time: 1.8787879944
epoch time: 6.0019378662s, input_fired_time: 0.0756015629, output_fired_time: 0.0000000000, propagate_forward_time: 5.5858616829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404746056
validation[          , genome  5141] predictions:    9664/  10000 (96.64%), best:    9687/10000 (96.87%), error:      1102.65344, best error:      1066.19409 on epoch:    88, 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: 30.0771903992s, input_fired_time: 0.3824491799, output_fired_time: 0.0000000000, propagate_forward_time: 27.9593524933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7353878021
best training[          , genome  5141] predictions:   49129/  50000 (98.26%), best:    9687/10000 (96.87%), error:      3161.79395, best error:      1066.19409 on epoch:    88, 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: 6.0873594284s, input_fired_time: 0.0745567158, output_fired_time: 0.0000000000, propagate_forward_time: 5.6722168922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405857086
   testing[          , genome  5141] predictions:    9707/  10000 (97.07%), best:    9687/10000 (96.87%), error:      1000.05542, best error:      1066.19409 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:50:14 (21360): called boinc_finish(0)

</stderr_txt>
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