Nameexact_genome_1512568488_45_4311_1
Workunit2592798
Created7 Dec 2017, 9:22:50 UTC
Sent7 Dec 2017, 9:23:49 UTC
Report deadline12 Dec 2017, 4:47:35 UTC
Received7 Dec 2017, 20:36:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 34 min 31 sec
CPU time2 hours 33 min 30 sec
Validate stateValid
Credit1,202.04
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.62 MB
Peak swap size157.06 MB
Peak disk usage1.69 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1055730209, output_fired_time: 0.0000000000, propagate_forward_time: 6.3293285370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634613991
validation[          , genome  4311] predictions:    9509/  10000 (95.09%), best:    9675/10000 (96.75%), error:      1596.17041, best error:      1172.90967 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 83.7488098145s, input_fired_time: 0.8399233222, output_fired_time: 0.7418651581, propagate_forward_time: 31.2652873993, propagate_backward_time: 48.2249794006, weight_update_time: 0.1308570355, other_time: 2.6767539978
epoch time: 7.0636959076s, input_fired_time: 0.1066293120, output_fired_time: 0.0000000000, propagate_forward_time: 6.4568996429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001668930
validation[          , genome  4311] predictions:    9670/  10000 (96.70%), best:    9675/10000 (96.75%), error:      1179.98120, best error:      1172.90967 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 83.8245544434s, input_fired_time: 0.8457332850, output_fired_time: 0.7387124300, propagate_forward_time: 31.3367595673, propagate_backward_time: 48.1587715149, weight_update_time: 0.1311294585, other_time: 2.7445716858
epoch time: 6.8765301704s, input_fired_time: 0.1140340865, output_fired_time: 0.0000000000, propagate_forward_time: 6.2933993340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690966606
validation[          , genome  4311] predictions:    9627/  10000 (96.27%), best:    9675/10000 (96.75%), error:      1218.62756, best error:      1172.90967 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 83.2767410278s, input_fired_time: 0.8434224129, output_fired_time: 0.7411420345, propagate_forward_time: 31.1218299866, propagate_backward_time: 47.8746147156, weight_update_time: 0.1320660710, other_time: 2.6957321167
epoch time: 6.8616919518s, input_fired_time: 0.1065913215, output_fired_time: 0.0000000000, propagate_forward_time: 6.2773656845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777350426
validation[          , genome  4311] predictions:    9653/  10000 (96.53%), best:    9675/10000 (96.75%), error:      1189.04846, best error:      1172.90967 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 84.5750732422s, input_fired_time: 0.8423091173, output_fired_time: 0.7539132833, propagate_forward_time: 31.6130218506, propagate_backward_time: 48.7164344788, weight_update_time: 0.1309721768, other_time: 2.6493949890
epoch time: 6.8777842522s, input_fired_time: 0.1155043840, output_fired_time: 0.0000000000, propagate_forward_time: 6.2897953987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724845886
validation[          , genome  4311] predictions:    9557/  10000 (95.57%), best:    9675/10000 (96.75%), error:      1399.77673, best error:      1172.90967 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.0513381958s, input_fired_time: 0.8593497276, output_fired_time: 0.7639472485, propagate_forward_time: 31.7730064392, propagate_backward_time: 48.9214477539, weight_update_time: 0.1374991536, other_time: 2.7335853577
epoch time: 6.6937246323s, input_fired_time: 0.1092185155, output_fired_time: 0.0000000000, propagate_forward_time: 6.1200399399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644660950
validation[          , genome  4311] predictions:    9652/  10000 (96.52%), best:    9675/10000 (96.75%), error:      1181.76941, best error:      1172.90967 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 83.2690734863s, input_fired_time: 0.8425912261, output_fired_time: 0.7686718702, propagate_forward_time: 31.0721797943, propagate_backward_time: 47.8716163635, weight_update_time: 0.1327592432, other_time: 2.7140159607
epoch time: 6.7262635231s, input_fired_time: 0.1068766117, output_fired_time: 0.0000000000, propagate_forward_time: 6.1462311745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731554985
validation[          , genome  4311] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1094.54163, best error:      1094.54163 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.9888229370s, input_fired_time: 0.8382257223, output_fired_time: 0.7392535210, propagate_forward_time: 30.9839763641, propagate_backward_time: 47.7414703369, weight_update_time: 0.1319618076, other_time: 2.6858978271
epoch time: 6.7962336540s, input_fired_time: 0.1045926660, output_fired_time: 0.0000000000, propagate_forward_time: 6.2323250771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593157768
validation[          , genome  4311] predictions:    9666/  10000 (96.66%), best:    9682/10000 (96.82%), error:      1126.06873, best error:      1094.54163 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 84.3367767334s, input_fired_time: 0.8548308611, output_fired_time: 0.7895693779, propagate_forward_time: 31.4159736633, propagate_backward_time: 48.5328254700, weight_update_time: 0.1404794157, other_time: 2.7435836792
epoch time: 6.8915767670s, input_fired_time: 0.1089819968, output_fired_time: 0.0000000000, propagate_forward_time: 6.2851557732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974389076
validation[          , genome  4311] predictions:    9598/  10000 (95.98%), best:    9682/10000 (96.82%), error:      1347.75586, best error:      1094.54163 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 83.7738189697s, input_fired_time: 0.8528352976, output_fired_time: 0.7503597140, propagate_forward_time: 31.2857055664, propagate_backward_time: 48.1984596252, weight_update_time: 0.1319369674, other_time: 2.6864585876
epoch time: 6.7578015327s, input_fired_time: 0.1066778973, output_fired_time: 0.0000000000, propagate_forward_time: 6.1898255348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612979889
validation[          , genome  4311] predictions:    9623/  10000 (96.23%), best:    9682/10000 (96.82%), error:      1207.73474, best error:      1094.54163 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.2725219727s, input_fired_time: 0.8399213552, output_fired_time: 0.7722425461, propagate_forward_time: 31.5474300385, propagate_backward_time: 48.4392051697, weight_update_time: 0.1311810911, other_time: 2.6737251282
epoch time: 6.7955083847s, input_fired_time: 0.1054588109, output_fired_time: 0.0000000000, propagate_forward_time: 6.2330398560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570097923
validation[          , genome  4311] predictions:    9643/  10000 (96.43%), best:    9682/10000 (96.82%), error:      1154.63867, best error:      1094.54163 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 83.3341064453s, input_fired_time: 0.8443863392, output_fired_time: 0.7435437441, propagate_forward_time: 31.1211929321, propagate_backward_time: 47.9592018127, weight_update_time: 0.1313934326, other_time: 2.6657829285
epoch time: 6.8077178001s, input_fired_time: 0.1066557765, output_fired_time: 0.0000000000, propagate_forward_time: 6.2263278961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747343063
validation[          , genome  4311] predictions:    9645/  10000 (96.45%), best:    9682/10000 (96.82%), error:      1122.88391, best error:      1094.54163 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 84.0849990845s, input_fired_time: 0.8629109263, output_fired_time: 0.7506101131, propagate_forward_time: 31.4422912598, propagate_backward_time: 48.3500404358, weight_update_time: 0.1313142329, other_time: 2.6791496277
epoch time: 6.7517566681s, input_fired_time: 0.1071142107, output_fired_time: 0.0000000000, propagate_forward_time: 6.1762809753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683613777
validation[          , genome  4311] predictions:    9561/  10000 (95.61%), best:    9682/10000 (96.82%), error:      1545.55798, best error:      1094.54163 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 83.7059402466s, input_fired_time: 0.8503113985, output_fired_time: 0.7427694798, propagate_forward_time: 31.2692775726, propagate_backward_time: 48.1301155090, weight_update_time: 0.1354408562, other_time: 2.7134666443
epoch time: 6.7477250099s, input_fired_time: 0.1078329086, output_fired_time: 0.0000000000, propagate_forward_time: 6.1735115051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663805962
validation[          , genome  4311] predictions:    9552/  10000 (95.52%), best:    9682/10000 (96.82%), error:      1515.58069, best error:      1094.54163 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 83.6116638184s, input_fired_time: 0.8493167758, output_fired_time: 0.7477748394, propagate_forward_time: 31.2411212921, propagate_backward_time: 48.0841598511, weight_update_time: 0.1321151406, other_time: 2.6892929077
epoch time: 6.9289922714s, input_fired_time: 0.1166654155, output_fired_time: 0.0000000000, propagate_forward_time: 6.3312053680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811215401
validation[          , genome  4311] predictions:    9602/  10000 (96.02%), best:    9682/10000 (96.82%), error:      1261.92346, best error:      1094.54163 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 83.2630462646s, input_fired_time: 0.8620794415, output_fired_time: 0.7403264642, propagate_forward_time: 31.0596904755, propagate_backward_time: 47.8635520935, weight_update_time: 0.1324974447, other_time: 2.7374000549
epoch time: 6.7855010033s, input_fired_time: 0.1089782044, output_fired_time: 0.0000000000, propagate_forward_time: 6.2094964981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670262337
validation[          , genome  4311] predictions:    9661/  10000 (96.61%), best:    9682/10000 (96.82%), error:      1104.88550, best error:      1094.54163 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 83.9234466553s, input_fired_time: 0.8399808407, output_fired_time: 0.7465084791, propagate_forward_time: 31.3361873627, propagate_backward_time: 48.2953643799, weight_update_time: 0.1313527226, other_time: 2.7054061890
epoch time: 6.8599114418s, input_fired_time: 0.1074529961, output_fired_time: 0.0000000000, propagate_forward_time: 6.2895722389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628863335
validation[          , genome  4311] predictions:    9520/  10000 (95.20%), best:    9682/10000 (96.82%), error:      1602.66968, best error:      1094.54163 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 83.5992813110s, input_fired_time: 0.8454577327, output_fired_time: 0.7460571527, propagate_forward_time: 31.2510814667, propagate_backward_time: 48.0920944214, weight_update_time: 0.1378154606, other_time: 2.6645889282
epoch time: 6.8725590706s, input_fired_time: 0.1082725152, output_fired_time: 0.0000000000, propagate_forward_time: 6.2998209000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644656181
validation[          , genome  4311] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1076.51160, best error:      1076.51160 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 83.5994873047s, input_fired_time: 0.8396660686, output_fired_time: 0.7550372481, propagate_forward_time: 31.2761383057, propagate_backward_time: 48.0410919189, weight_update_time: 0.1316986382, other_time: 2.6875534058
epoch time: 6.8589587212s, input_fired_time: 0.1118093058, output_fired_time: 0.0000000000, propagate_forward_time: 6.2834029198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637465477
validation[          , genome  4311] predictions:    9639/  10000 (96.39%), best:    9682/10000 (96.82%), error:      1189.75159, best error:      1076.51160 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 83.7546615601s, input_fired_time: 0.8496024609, output_fired_time: 0.7476231456, propagate_forward_time: 31.2642784119, propagate_backward_time: 48.1755981445, weight_update_time: 0.1367373914, other_time: 2.7175636292
epoch time: 6.8563728333s, input_fired_time: 0.1076159179, output_fired_time: 0.0000000000, propagate_forward_time: 6.2821230888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666337967
validation[          , genome  4311] predictions:    9667/  10000 (96.67%), best:    9682/10000 (96.82%), error:      1082.33032, best error:      1076.51160 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 83.0537261963s, input_fired_time: 0.8462904692, output_fired_time: 0.7377544641, propagate_forward_time: 31.0091228485, propagate_backward_time: 47.7270393372, weight_update_time: 0.1369956583, other_time: 2.7335166931
epoch time: 6.8207254410s, input_fired_time: 0.1065798104, output_fired_time: 0.0000000000, propagate_forward_time: 6.2522091866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619364738
validation[          , genome  4311] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1029.35828, best error:      1029.35828 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 83.3290252686s, input_fired_time: 0.8654485345, output_fired_time: 0.7474051714, propagate_forward_time: 31.0894813538, propagate_backward_time: 47.9058647156, weight_update_time: 0.1312628388, other_time: 2.7208251953
epoch time: 7.0854868889s, input_fired_time: 0.1068442911, output_fired_time: 0.0000000000, propagate_forward_time: 6.4643015862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143408775
validation[          , genome  4311] predictions:    9697/  10000 (96.97%), best:    9683/10000 (96.83%), error:      1043.78369, best error:      1029.35828 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 84.7394409180s, input_fired_time: 0.8624703884, output_fired_time: 0.7466199398, propagate_forward_time: 31.6003952026, propagate_backward_time: 48.7650718689, weight_update_time: 0.1404333711, other_time: 2.7648811340
epoch time: 6.9157252312s, input_fired_time: 0.1069867834, output_fired_time: 0.0000000000, propagate_forward_time: 6.3385472298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701910019
validation[          , genome  4311] predictions:    9670/  10000 (96.70%), best:    9683/10000 (96.83%), error:      1092.29651, best error:      1029.35828 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 83.3766021729s, input_fired_time: 0.8475943208, output_fired_time: 0.7446684241, propagate_forward_time: 31.1239833832, propagate_backward_time: 47.9651107788, weight_update_time: 0.1322693676, other_time: 2.6952438354
epoch time: 6.7874555588s, input_fired_time: 0.1095750034, output_fired_time: 0.0000000000, propagate_forward_time: 6.2171912193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606895447
validation[          , genome  4311] predictions:    9702/  10000 (97.02%), best:    9683/10000 (96.83%), error:      1038.91943, best error:      1029.35828 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 84.8943099976s, input_fired_time: 0.8612418771, output_fired_time: 0.7720023990, propagate_forward_time: 31.6629867554, propagate_backward_time: 48.8676643372, weight_update_time: 0.1329289377, other_time: 2.7304115295
epoch time: 6.8893275261s, input_fired_time: 0.1132839993, output_fired_time: 0.0000000000, propagate_forward_time: 6.3006176949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754257202
validation[          , genome  4311] predictions:    9680/  10000 (96.80%), best:    9683/10000 (96.83%), error:      1072.63525, best error:      1029.35828 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 83.8064346313s, input_fired_time: 0.8322537541, output_fired_time: 0.7485552430, propagate_forward_time: 31.3296833038, propagate_backward_time: 48.2603988647, weight_update_time: 0.1348244399, other_time: 2.6355438232
epoch time: 6.7271609306s, input_fired_time: 0.1089967936, output_fired_time: 0.0000000000, propagate_forward_time: 6.1513438225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668202400
validation[          , genome  4311] predictions:    9667/  10000 (96.67%), best:    9683/10000 (96.83%), error:      1121.22864, best error:      1029.35828 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 83.6765213013s, input_fired_time: 0.8333930373, output_fired_time: 0.7440460920, propagate_forward_time: 31.3057842255, propagate_backward_time: 48.1518936157, weight_update_time: 0.1307513565, other_time: 2.6414031982
epoch time: 6.8798103333s, input_fired_time: 0.1126617119, output_fired_time: 0.0000000000, propagate_forward_time: 6.2973213196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698271751
validation[          , genome  4311] predictions:    9674/  10000 (96.74%), best:    9683/10000 (96.83%), error:      1052.53467, best error:      1029.35828 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 82.9743423462s, input_fired_time: 0.8463506103, output_fired_time: 0.7394877672, propagate_forward_time: 31.0470027924, propagate_backward_time: 47.6596107483, weight_update_time: 0.1318959445, other_time: 2.6818885803
epoch time: 6.7408919334s, input_fired_time: 0.1084726080, output_fired_time: 0.0000000000, propagate_forward_time: 6.1672940254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651250839
validation[          , genome  4311] predictions:    9676/  10000 (96.76%), best:    9683/10000 (96.83%), error:      1066.98315, best error:      1029.35828 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 84.6176910400s, input_fired_time: 0.8471165895, output_fired_time: 0.7618821263, propagate_forward_time: 31.6315193176, propagate_backward_time: 48.6005821228, weight_update_time: 0.1329696178, other_time: 2.7765960693
epoch time: 6.6869797707s, input_fired_time: 0.1108054966, output_fired_time: 0.0000000000, propagate_forward_time: 6.1002268791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759473801
validation[          , genome  4311] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       989.80292, best error:       989.80292 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 83.8715972900s, input_fired_time: 0.8408276439, output_fired_time: 0.7552946806, propagate_forward_time: 31.4053115845, propagate_backward_time: 48.1733360291, weight_update_time: 0.1369587630, other_time: 2.6968269348
epoch time: 6.7662987709s, input_fired_time: 0.1077966243, output_fired_time: 0.0000000000, propagate_forward_time: 6.1930708885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654312134
validation[          , genome  4311] predictions:    9656/  10000 (96.56%), best:    9693/10000 (96.93%), error:      1124.26807, best error:       989.80292 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 83.8171310425s, input_fired_time: 0.8674628139, output_fired_time: 0.7441954613, propagate_forward_time: 31.3049259186, propagate_backward_time: 48.2017517090, weight_update_time: 0.1330156773, other_time: 2.6987991333
epoch time: 6.8209362030s, input_fired_time: 0.1093683913, output_fired_time: 0.0000000000, propagate_forward_time: 6.2460970879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654707909
validation[          , genome  4311] predictions:    9630/  10000 (96.30%), best:    9693/10000 (96.93%), error:      1189.74060, best error:       989.80292 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 83.2370529175s, input_fired_time: 0.8478553891, output_fired_time: 0.7447301745, propagate_forward_time: 31.0475673676, propagate_backward_time: 47.9058265686, weight_update_time: 0.1321639568, other_time: 2.6910743713
epoch time: 6.8449068069s, input_fired_time: 0.1089779064, output_fired_time: 0.0000000000, propagate_forward_time: 6.2627649307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731640816
validation[          , genome  4311] predictions:    9695/  10000 (96.95%), best:    9693/10000 (96.93%), error:      1032.77649, best error:       989.80292 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 84.0175170898s, input_fired_time: 0.8616247773, output_fired_time: 0.7433059812, propagate_forward_time: 31.4994373322, propagate_backward_time: 48.2479553223, weight_update_time: 0.1362622529, other_time: 2.6651916504
epoch time: 6.8502354622s, input_fired_time: 0.1093252152, output_fired_time: 0.0000000000, propagate_forward_time: 6.2747411728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661688805
validation[          , genome  4311] predictions:    9655/  10000 (96.55%), best:    9693/10000 (96.93%), error:      1107.13733, best error:       989.80292 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 83.3035888672s, input_fired_time: 0.8463863730, output_fired_time: 0.7455223799, propagate_forward_time: 31.0766448975, propagate_backward_time: 47.9611892700, weight_update_time: 0.1315741390, other_time: 2.6738433838
epoch time: 6.8557667732s, input_fired_time: 0.1093042269, output_fired_time: 0.0000000000, propagate_forward_time: 6.2801938057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662685394
validation[          , genome  4311] predictions:    9654/  10000 (96.54%), best:    9693/10000 (96.93%), error:      1115.36035, best error:       989.80292 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.2652664185s, input_fired_time: 0.8907212615, output_fired_time: 0.7576233745, propagate_forward_time: 31.4323940277, propagate_backward_time: 48.4734878540, weight_update_time: 0.1327335089, other_time: 2.7110366821
epoch time: 6.8269214630s, input_fired_time: 0.1093897223, output_fired_time: 0.0000000000, propagate_forward_time: 6.2507662773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667654037
validation[          , genome  4311] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1086.71985, best error:       989.80292 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.3320465088s, input_fired_time: 0.8425589800, output_fired_time: 0.7647515535, propagate_forward_time: 31.8248977661, propagate_backward_time: 49.1634788513, weight_update_time: 0.1302761883, other_time: 2.7363548279
epoch time: 6.9032526016s, input_fired_time: 0.1075953990, output_fired_time: 0.0000000000, propagate_forward_time: 6.3243436813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713134766
validation[          , genome  4311] predictions:    9642/  10000 (96.42%), best:    9693/10000 (96.93%), error:      1181.42151, best error:       989.80292 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 83.4723510742s, input_fired_time: 0.8536528945, output_fired_time: 0.7495774031, propagate_forward_time: 31.1994514465, propagate_backward_time: 47.9859237671, weight_update_time: 0.1320306510, other_time: 2.6837425232
epoch time: 6.8438301086s, input_fired_time: 0.1094716117, output_fired_time: 0.0000000000, propagate_forward_time: 6.2740497589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603085518
validation[          , genome  4311] predictions:    9657/  10000 (96.57%), best:    9693/10000 (96.93%), error:      1139.15271, best error:       989.80292 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.7778091431s, input_fired_time: 0.8524933457, output_fired_time: 0.7673093081, propagate_forward_time: 31.7494850159, propagate_backward_time: 48.6699523926, weight_update_time: 0.1383440346, other_time: 2.7385673523
epoch time: 6.7741909027s, input_fired_time: 0.1090331152, output_fired_time: 0.0000000000, propagate_forward_time: 6.2013411522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638166428
validation[          , genome  4311] predictions:    9656/  10000 (96.56%), best:    9693/10000 (96.93%), error:      1180.97266, best error:       989.80292 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 83.5434722900s, input_fired_time: 0.8506276608, output_fired_time: 0.7471753359, propagate_forward_time: 31.1910648346, propagate_backward_time: 48.0431175232, weight_update_time: 0.1330250353, other_time: 2.7114906311
epoch time: 6.8848924637s, input_fired_time: 0.1080584228, output_fired_time: 0.0000000000, propagate_forward_time: 6.3070206642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698133469
validation[          , genome  4311] predictions:    9670/  10000 (96.70%), best:    9693/10000 (96.93%), error:      1029.67200, best error:       989.80292 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 83.3652191162s, input_fired_time: 0.8601023555, output_fired_time: 0.7437752485, propagate_forward_time: 31.1369991302, propagate_backward_time: 47.9153518677, weight_update_time: 0.1334850639, other_time: 2.7089920044
epoch time: 6.8237709999s, input_fired_time: 0.1090708002, output_fired_time: 0.0000000000, propagate_forward_time: 6.2461929321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685072899
validation[          , genome  4311] predictions:    9689/  10000 (96.89%), best:    9693/10000 (96.93%), error:      1066.04993, best error:       989.80292 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 84.2404327393s, input_fired_time: 0.8607063890, output_fired_time: 0.7504561543, propagate_forward_time: 31.4466476440, propagate_backward_time: 48.5044403076, weight_update_time: 0.1319533437, other_time: 2.6781768799
epoch time: 6.8598804474s, input_fired_time: 0.1079412103, output_fired_time: 0.0000000000, propagate_forward_time: 6.2896928787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622464180
validation[          , genome  4311] predictions:    9703/  10000 (97.03%), best:    9693/10000 (96.93%), error:      1022.48035, best error:       989.80292 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 84.7980194092s, input_fired_time: 0.8658995032, output_fired_time: 0.7440761328, propagate_forward_time: 31.5856609344, propagate_backward_time: 48.8539733887, weight_update_time: 0.1310665458, other_time: 2.7484054565
epoch time: 7.0429267883s, input_fired_time: 0.1097556129, output_fired_time: 0.0000000000, propagate_forward_time: 6.4525141716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806571007
validation[          , genome  4311] predictions:    9636/  10000 (96.36%), best:    9693/10000 (96.93%), error:      1201.67798, best error:       989.80292 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 83.3703155518s, input_fired_time: 0.8521373868, output_fired_time: 0.7489986420, propagate_forward_time: 31.0929222107, propagate_backward_time: 47.9688796997, weight_update_time: 0.1417368799, other_time: 2.7073783875
epoch time: 6.9194369316s, input_fired_time: 0.1093063205, output_fired_time: 0.0000000000, propagate_forward_time: 6.3345456123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755849838
validation[          , genome  4311] predictions:    9669/  10000 (96.69%), best:    9693/10000 (96.93%), error:      1110.90405, best error:       989.80292 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.3326034546s, input_fired_time: 0.8570939898, output_fired_time: 0.7406125069, propagate_forward_time: 31.1553211212, propagate_backward_time: 47.8524398804, weight_update_time: 0.1328060031, other_time: 2.7271347046
epoch time: 7.0457420349s, input_fired_time: 0.1132726148, output_fired_time: 0.0000000000, propagate_forward_time: 6.4409294128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915399551
validation[          , genome  4311] predictions:    9676/  10000 (96.76%), best:    9693/10000 (96.93%), error:      1093.12085, best error:       989.80292 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.4082183838s, input_fired_time: 0.8593949676, output_fired_time: 0.7610517740, propagate_forward_time: 31.5930061340, propagate_backward_time: 48.5325431824, weight_update_time: 0.1337795258, other_time: 2.6622161865
epoch time: 6.8036546707s, input_fired_time: 0.1082484126, output_fired_time: 0.0000000000, propagate_forward_time: 6.2371191978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582872391
validation[          , genome  4311] predictions:    9630/  10000 (96.30%), best:    9693/10000 (96.93%), error:      1218.89539, best error:       989.80292 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 84.0248794556s, input_fired_time: 0.8550238013, output_fired_time: 0.7576099634, propagate_forward_time: 31.3837890625, propagate_backward_time: 48.3538398743, weight_update_time: 0.1375382543, other_time: 2.6746177673
epoch time: 6.8853797913s, input_fired_time: 0.1145562083, output_fired_time: 0.0000000000, propagate_forward_time: 6.2980346680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727888107
validation[          , genome  4311] predictions:    9640/  10000 (96.40%), best:    9693/10000 (96.93%), error:      1212.07300, best error:       989.80292 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 83.1143951416s, input_fired_time: 0.8541064262, output_fired_time: 0.7409192920, propagate_forward_time: 31.0251293182, propagate_backward_time: 47.7942123413, weight_update_time: 0.1326450408, other_time: 2.7000274658
epoch time: 6.7891793251s, input_fired_time: 0.1119229943, output_fired_time: 0.0000000000, propagate_forward_time: 6.2123074532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649486542
validation[          , genome  4311] predictions:    9670/  10000 (96.70%), best:    9693/10000 (96.93%), error:      1133.59229, best error:       989.80292 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 83.8279113770s, input_fired_time: 0.8626236916, output_fired_time: 0.7494406700, propagate_forward_time: 31.2773494720, propagate_backward_time: 48.2473754883, weight_update_time: 0.1334391236, other_time: 2.6911163330
epoch time: 7.1608505249s, input_fired_time: 0.1198527813, output_fired_time: 0.0000000000, propagate_forward_time: 6.5537152290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872822762
validation[          , genome  4311] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1078.54590, best error:       989.80292 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 83.4889450073s, input_fired_time: 0.8582594395, output_fired_time: 0.7430839539, propagate_forward_time: 31.1317043304, propagate_backward_time: 48.0354766846, weight_update_time: 0.1328178644, other_time: 2.7204208374
epoch time: 6.8216733932s, input_fired_time: 0.1110573187, output_fired_time: 0.0000000000, propagate_forward_time: 6.2357397079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748764038
validation[          , genome  4311] predictions:    9650/  10000 (96.50%), best:    9693/10000 (96.93%), error:      1124.98303, best error:       989.80292 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 83.3143463135s, input_fired_time: 0.8565571308, output_fired_time: 0.7389034033, propagate_forward_time: 31.1022567749, propagate_backward_time: 47.8829345703, weight_update_time: 0.1321398765, other_time: 2.7336883545
epoch time: 6.7695360184s, input_fired_time: 0.1106357202, output_fired_time: 0.0000000000, propagate_forward_time: 6.1870841980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718160629
validation[          , genome  4311] predictions:    9621/  10000 (96.21%), best:    9693/10000 (96.93%), error:      1309.11902, best error:       989.80292 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.1023635864s, input_fired_time: 0.8544642329, output_fired_time: 0.7553873062, propagate_forward_time: 31.5216159821, propagate_backward_time: 48.3055267334, weight_update_time: 0.1310392618, other_time: 2.6653747559
epoch time: 6.8310799599s, input_fired_time: 0.1100976169, output_fired_time: 0.0000000000, propagate_forward_time: 6.2527084351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682741165
validation[          , genome  4311] predictions:    9649/  10000 (96.49%), best:    9693/10000 (96.93%), error:      1176.87732, best error:       989.80292 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 83.3592300415s, input_fired_time: 0.8600316644, output_fired_time: 0.7448845506, propagate_forward_time: 31.1274261475, propagate_backward_time: 47.9079132080, weight_update_time: 0.1335444897, other_time: 2.7189712524
epoch time: 6.8249564171s, input_fired_time: 0.1134157181, output_fired_time: 0.0000000000, propagate_forward_time: 6.2426695824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688711166
validation[          , genome  4311] predictions:    9634/  10000 (96.34%), best:    9693/10000 (96.93%), error:      1270.93921, best error:       989.80292 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 83.5796203613s, input_fired_time: 0.8641931415, output_fired_time: 0.7513877153, propagate_forward_time: 31.2098217010, propagate_backward_time: 48.0306320190, weight_update_time: 0.1322308928, other_time: 2.7235794067
epoch time: 6.8727159500s, input_fired_time: 0.1153627113, output_fired_time: 0.0000000000, propagate_forward_time: 6.2842555046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730978012
validation[          , genome  4311] predictions:    9657/  10000 (96.57%), best:    9693/10000 (96.93%), error:      1153.00586, best error:       989.80292 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 83.5758743286s, input_fired_time: 0.8507711887, output_fired_time: 0.7432504892, propagate_forward_time: 31.2532768250, propagate_backward_time: 48.0372619629, weight_update_time: 0.1308290660, other_time: 2.6913185120
epoch time: 6.8410711288s, input_fired_time: 0.1089396179, output_fired_time: 0.0000000000, propagate_forward_time: 6.2742156982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579157829
validation[          , genome  4311] predictions:    9719/  10000 (97.19%), best:    9693/10000 (96.93%), error:      1021.54919, best error:       989.80292 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.6128158569s, input_fired_time: 0.8698439598, output_fired_time: 0.7646529078, propagate_forward_time: 31.6557693481, propagate_backward_time: 48.5788040161, weight_update_time: 0.1363400966, other_time: 2.7437438965
epoch time: 7.0023469925s, input_fired_time: 0.1125569046, output_fired_time: 0.0000000000, propagate_forward_time: 6.3998017311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899883270
validation[          , genome  4311] predictions:    9701/  10000 (97.01%), best:    9693/10000 (96.93%), error:      1040.07825, best error:       989.80292 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 83.2905044556s, input_fired_time: 0.8715961576, output_fired_time: 0.7381051779, propagate_forward_time: 31.1079521179, propagate_backward_time: 47.8489494324, weight_update_time: 0.1371347755, other_time: 2.7238998413
epoch time: 6.9160013199s, input_fired_time: 0.1101313159, output_fired_time: 0.0000000000, propagate_forward_time: 6.3208184242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850516319
validation[          , genome  4311] predictions:    9705/  10000 (97.05%), best:    9693/10000 (96.93%), error:      1047.69702, best error:       989.80292 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 83.1867904663s, input_fired_time: 0.8618552089, output_fired_time: 0.7385697961, propagate_forward_time: 31.0333995819, propagate_backward_time: 47.7971649170, weight_update_time: 0.1344035119, other_time: 2.7557983398
epoch time: 6.8710260391s, input_fired_time: 0.1086905301, output_fired_time: 0.0000000000, propagate_forward_time: 6.2971987724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651365280
validation[          , genome  4311] predictions:    9604/  10000 (96.04%), best:    9693/10000 (96.93%), error:      1372.89575, best error:       989.80292 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.1857681274s, input_fired_time: 0.8638973236, output_fired_time: 0.7541944981, propagate_forward_time: 31.5346469879, propagate_backward_time: 48.3774490356, weight_update_time: 0.1314402223, other_time: 2.6555786133
epoch time: 6.7768068314s, input_fired_time: 0.1086560115, output_fired_time: 0.0000000000, propagate_forward_time: 6.2066063881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615445137
validation[          , genome  4311] predictions:    9684/  10000 (96.84%), best:    9693/10000 (96.93%), error:      1069.82190, best error:       989.80292 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 83.9036331177s, input_fired_time: 0.8511294127, output_fired_time: 0.7475540638, propagate_forward_time: 31.3277606964, propagate_backward_time: 48.3097038269, weight_update_time: 0.1316337734, other_time: 2.6674919128
epoch time: 6.9231419563s, input_fired_time: 0.1126972139, output_fired_time: 0.0000000000, propagate_forward_time: 6.3416805267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687643051
validation[          , genome  4311] predictions:    9673/  10000 (96.73%), best:    9693/10000 (96.93%), error:      1067.24097, best error:       989.80292 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 83.1838836670s, input_fired_time: 0.8527604938, output_fired_time: 0.7344405651, propagate_forward_time: 31.0638294220, propagate_backward_time: 47.8342971802, weight_update_time: 0.1313975453, other_time: 2.6985549927
epoch time: 6.8719043732s, input_fired_time: 0.1151311994, output_fired_time: 0.0000000000, propagate_forward_time: 6.2880449295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687280655
validation[          , genome  4311] predictions:    9686/  10000 (96.86%), best:    9693/10000 (96.93%), error:      1095.44287, best error:       989.80292 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 84.3381195068s, input_fired_time: 0.8663124442, output_fired_time: 0.7487120032, propagate_forward_time: 31.4771099091, propagate_backward_time: 48.5430374146, weight_update_time: 0.1313882470, other_time: 2.7029495239
epoch time: 6.7991757393s, input_fired_time: 0.1102082208, output_fired_time: 0.0000000000, propagate_forward_time: 6.2267003059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622673988
validation[          , genome  4311] predictions:    9649/  10000 (96.49%), best:    9693/10000 (96.93%), error:      1189.76270, best error:       989.80292 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 83.6546554565s, input_fired_time: 0.8653087616, output_fired_time: 0.7560457587, propagate_forward_time: 31.1960582733, propagate_backward_time: 48.1079101563, weight_update_time: 0.1335602105, other_time: 2.7293319702
epoch time: 6.8347191811s, input_fired_time: 0.1114602014, output_fired_time: 0.0000000000, propagate_forward_time: 6.2410492897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822096825
validation[          , genome  4311] predictions:    9680/  10000 (96.80%), best:    9693/10000 (96.93%), error:      1064.19849, best error:       989.80292 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 83.3885650635s, input_fired_time: 0.8695579171, output_fired_time: 0.7433240414, propagate_forward_time: 31.1080741882, propagate_backward_time: 47.9578895569, weight_update_time: 0.1369013041, other_time: 2.7097167969
epoch time: 6.8141031265s, input_fired_time: 0.1094649062, output_fired_time: 0.0000000000, propagate_forward_time: 6.2403931618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642448425
validation[          , genome  4311] predictions:    9694/  10000 (96.94%), best:    9693/10000 (96.93%), error:      1032.41040, best error:       989.80292 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 83.4319763184s, input_fired_time: 0.8580083251, output_fired_time: 0.7515135407, propagate_forward_time: 31.1561050415, propagate_backward_time: 47.9941787720, weight_update_time: 0.1339018643, other_time: 2.6721725464
epoch time: 7.1496133804s, input_fired_time: 0.1154359132, output_fired_time: 0.0000000000, propagate_forward_time: 6.5498528481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843244553
validation[          , genome  4311] predictions:    9676/  10000 (96.76%), best:    9693/10000 (96.93%), error:      1107.74597, best error:       989.80292 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 83.8060760498s, input_fired_time: 0.8540031314, output_fired_time: 0.7685636282, propagate_forward_time: 31.2870979309, propagate_backward_time: 48.2030105591, weight_update_time: 0.1324606836, other_time: 2.6934013367
epoch time: 6.8479452133s, input_fired_time: 0.1197536141, output_fired_time: 0.0000000000, propagate_forward_time: 6.2597403526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684510231
validation[          , genome  4311] predictions:    9658/  10000 (96.58%), best:    9693/10000 (96.93%), error:      1131.53662, best error:       989.80292 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 83.7354278564s, input_fired_time: 0.8616714478, output_fired_time: 0.7545946240, propagate_forward_time: 31.2482337952, propagate_backward_time: 48.1575126648, weight_update_time: 0.1326869279, other_time: 2.7134170532
epoch time: 6.8045339584s, input_fired_time: 0.1090238169, output_fired_time: 0.0000000000, propagate_forward_time: 6.2386102676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568996429
validation[          , genome  4311] predictions:    9700/  10000 (97.00%), best:    9693/10000 (96.93%), error:      1082.65625, best error:       989.80292 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 83.2675094604s, input_fired_time: 0.8623397946, output_fired_time: 0.7428405285, propagate_forward_time: 31.0971603394, propagate_backward_time: 47.8713073730, weight_update_time: 0.1320502907, other_time: 2.6938552856
epoch time: 6.7873172760s, input_fired_time: 0.1118421033, output_fired_time: 0.0000000000, propagate_forward_time: 6.2081084251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673666954
validation[          , genome  4311] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       982.52435, best error:       982.52435 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 82.9478302002s, input_fired_time: 0.8669659495, output_fired_time: 0.7353843451, propagate_forward_time: 30.9841842651, propagate_backward_time: 47.6542472839, weight_update_time: 0.1322364509, other_time: 2.7070503235
epoch time: 6.9064879417s, input_fired_time: 0.1108459011, output_fired_time: 0.0000000000, propagate_forward_time: 6.2987923622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968495369
validation[          , genome  4311] predictions:    9695/  10000 (96.95%), best:    9706/10000 (97.06%), error:      1013.10651, best error:       982.52435 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.1212081909s, input_fired_time: 0.8782731295, output_fired_time: 0.7856242061, propagate_forward_time: 31.8028869629, propagate_backward_time: 48.8740615845, weight_update_time: 0.1418744326, other_time: 2.7803649902
epoch time: 6.6665210724s, input_fired_time: 0.1115416065, output_fired_time: 0.0000000000, propagate_forward_time: 6.0940814018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608979225
validation[          , genome  4311] predictions:    9667/  10000 (96.67%), best:    9706/10000 (97.06%), error:      1087.80725, best error:       982.52435 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 83.9062728882s, input_fired_time: 0.8608372211, output_fired_time: 0.7438830733, propagate_forward_time: 31.3306865692, propagate_backward_time: 48.3126640320, weight_update_time: 0.1312761009, other_time: 2.6581993103
epoch time: 6.8353915215s, input_fired_time: 0.1108598188, output_fired_time: 0.0000000000, propagate_forward_time: 6.2573256493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672060013
validation[          , genome  4311] predictions:    9638/  10000 (96.38%), best:    9706/10000 (97.06%), error:      1220.61023, best error:       982.52435 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 83.0360717773s, input_fired_time: 0.8618979454, output_fired_time: 0.7458024025, propagate_forward_time: 30.9623069763, propagate_backward_time: 47.7630310059, weight_update_time: 0.1323936433, other_time: 2.7030296326
epoch time: 6.8880081177s, input_fired_time: 0.1133334115, output_fired_time: 0.0000000000, propagate_forward_time: 6.2980999947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765748978
validation[          , genome  4311] predictions:    9694/  10000 (96.94%), best:    9706/10000 (97.06%), error:      1029.69470, best error:       982.52435 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 83.8425064087s, input_fired_time: 0.8597902656, output_fired_time: 0.7514279485, propagate_forward_time: 31.3757781982, propagate_backward_time: 48.1786537170, weight_update_time: 0.1322833151, other_time: 2.6768608093
epoch time: 6.8000650406s, input_fired_time: 0.1092729121, output_fired_time: 0.0000000000, propagate_forward_time: 6.2284693718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623227119
validation[          , genome  4311] predictions:    9678/  10000 (96.78%), best:    9706/10000 (97.06%), error:      1124.27551, best error:       982.52435 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 83.4071426392s, input_fired_time: 0.8692169785, output_fired_time: 0.7389026880, propagate_forward_time: 31.1697921753, propagate_backward_time: 47.9196853638, weight_update_time: 0.1319887936, other_time: 2.7095489502
epoch time: 6.9415044785s, input_fired_time: 0.1291892976, output_fired_time: 0.0000000000, propagate_forward_time: 6.3424019814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699130058
validation[          , genome  4311] predictions:    9674/  10000 (96.74%), best:    9706/10000 (97.06%), error:      1066.96118, best error:       982.52435 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 83.5675354004s, input_fired_time: 0.8651236892, output_fired_time: 0.7372459769, propagate_forward_time: 31.2642917633, propagate_backward_time: 47.9942779541, weight_update_time: 0.1310972422, other_time: 2.7066040039
epoch time: 6.7291607857s, input_fired_time: 0.1082379222, output_fired_time: 0.0000000000, propagate_forward_time: 6.1691827774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517402649
validation[          , genome  4311] predictions:    9690/  10000 (96.90%), best:    9706/10000 (97.06%), error:      1043.52502, best error:       982.52435 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 84.6431503296s, input_fired_time: 0.8722939491, output_fired_time: 0.7681288719, propagate_forward_time: 31.6277179718, propagate_backward_time: 48.6302146912, weight_update_time: 0.1314392090, other_time: 2.7448005676
epoch time: 7.0216450691s, input_fired_time: 0.1151539162, output_fired_time: 0.0000000000, propagate_forward_time: 6.4271235466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793677330
validation[          , genome  4311] predictions:    9669/  10000 (96.69%), best:    9706/10000 (97.06%), error:      1063.73999, best error:       982.52435 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 82.9066543579s, input_fired_time: 0.8621342778, output_fired_time: 0.7384020686, propagate_forward_time: 30.9796123505, propagate_backward_time: 47.6222991943, weight_update_time: 0.1318106949, other_time: 2.7042007446
epoch time: 6.8290934563s, input_fired_time: 0.1135870144, output_fired_time: 0.0000000000, propagate_forward_time: 6.2469234467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685831070
validation[          , genome  4311] predictions:    9679/  10000 (96.79%), best:    9706/10000 (97.06%), error:      1084.02637, best error:       982.52435 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 83.5114440918s, input_fired_time: 0.8641341329, output_fired_time: 0.7570137978, propagate_forward_time: 31.1797695160, propagate_backward_time: 48.0272369385, weight_update_time: 0.1324337125, other_time: 2.6832885742
epoch time: 6.8150420189s, input_fired_time: 0.1129764989, output_fired_time: 0.0000000000, propagate_forward_time: 6.2332592010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688062668
validation[          , genome  4311] predictions:    9700/  10000 (97.00%), best:    9706/10000 (97.06%), error:      1012.30927, best error:       982.52435 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 83.2965927124s, input_fired_time: 0.8721421957, output_fired_time: 0.7472466826, propagate_forward_time: 31.0820960999, propagate_backward_time: 47.9067878723, weight_update_time: 0.1329340488, other_time: 2.6883239746
epoch time: 6.8714270592s, input_fired_time: 0.1113304943, output_fired_time: 0.0000000000, propagate_forward_time: 6.2861013412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739952087
validation[          , genome  4311] predictions:    9678/  10000 (96.78%), best:    9706/10000 (97.06%), error:      1142.01611, best error:       982.52435 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 83.9358139038s, input_fired_time: 0.8779969811, output_fired_time: 0.7478231192, propagate_forward_time: 31.3888015747, propagate_backward_time: 48.2297477722, weight_update_time: 0.1334680915, other_time: 2.6914405823
epoch time: 6.8586649895s, input_fired_time: 0.1106050014, output_fired_time: 0.0000000000, propagate_forward_time: 6.2882318497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598283768
validation[          , genome  4311] predictions:    9678/  10000 (96.78%), best:    9706/10000 (97.06%), error:      1109.02136, best error:       982.52435 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 83.8498916626s, input_fired_time: 0.8805447221, output_fired_time: 0.7552944422, propagate_forward_time: 31.2853717804, propagate_backward_time: 48.1818733215, weight_update_time: 0.1342700720, other_time: 2.7468070984
epoch time: 6.8562655449s, input_fired_time: 0.1165212244, output_fired_time: 0.0000000000, propagate_forward_time: 6.2787065506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610376358
validation[          , genome  4311] predictions:    9638/  10000 (96.38%), best:    9706/10000 (97.06%), error:      1185.61731, best error:       982.52435 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.4921340942s, input_fired_time: 0.8654832840, output_fired_time: 0.7523338795, propagate_forward_time: 31.5590686798, propagate_backward_time: 48.6640014648, weight_update_time: 0.1314091086, other_time: 2.6512451172
epoch time: 6.8224968910s, input_fired_time: 0.1115807295, output_fired_time: 0.0000000000, propagate_forward_time: 6.2282657623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826502800
validation[          , genome  4311] predictions:    9684/  10000 (96.84%), best:    9706/10000 (97.06%), error:      1071.31714, best error:       982.52435 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 84.9047088623s, input_fired_time: 0.8825599551, output_fired_time: 0.7465526462, propagate_forward_time: 31.6642265320, propagate_backward_time: 48.8754768372, weight_update_time: 0.1317082793, other_time: 2.7358932495
epoch time: 6.8129458427s, input_fired_time: 0.1103271097, output_fired_time: 0.0000000000, propagate_forward_time: 6.2420153618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606032372
validation[          , genome  4311] predictions:    9584/  10000 (95.84%), best:    9706/10000 (97.06%), error:      1371.15930, best error:       982.52435 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 84.0058059692s, input_fired_time: 0.8758300543, output_fired_time: 0.7640799284, propagate_forward_time: 31.3684349060, propagate_backward_time: 48.3010559082, weight_update_time: 0.1329473406, other_time: 2.6964073181
epoch time: 7.0599069595s, input_fired_time: 0.1177217215, output_fired_time: 0.0000000000, propagate_forward_time: 6.4568586349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853267670
validation[          , genome  4311] predictions:    9671/  10000 (96.71%), best:    9706/10000 (97.06%), error:      1108.93042, best error:       982.52435 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 84.4820785522s, input_fired_time: 0.8776785135, output_fired_time: 0.7638155818, propagate_forward_time: 31.4866008759, propagate_backward_time: 48.6467552185, weight_update_time: 0.1321876198, other_time: 2.7072257996
epoch time: 6.7284593582s, input_fired_time: 0.1099023223, output_fired_time: 0.0000000000, propagate_forward_time: 6.1699547768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486021996
validation[          , genome  4311] predictions:    9653/  10000 (96.53%), best:    9706/10000 (97.06%), error:      1173.51099, best error:       982.52435 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 83.4254989624s, input_fired_time: 0.8669651747, output_fired_time: 0.7446109056, propagate_forward_time: 31.1612911224, propagate_backward_time: 48.0046195984, weight_update_time: 0.1303534657, other_time: 2.6480064392
epoch time: 6.8322844505s, input_fired_time: 0.1116699129, output_fired_time: 0.0000000000, propagate_forward_time: 6.2529025078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677119255
validation[          , genome  4311] predictions:    9693/  10000 (96.93%), best:    9706/10000 (97.06%), error:      1004.71161, best error:       982.52435 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.0192718506s, input_fired_time: 0.8574321866, output_fired_time: 0.7615705132, propagate_forward_time: 31.3775730133, propagate_backward_time: 48.3777542114, weight_update_time: 0.1309691668, other_time: 2.6449432373
epoch time: 6.7913904190s, input_fired_time: 0.1137439087, output_fired_time: 0.0000000000, propagate_forward_time: 6.2101287842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675178528
validation[          , genome  4311] predictions:    9658/  10000 (96.58%), best:    9706/10000 (97.06%), error:      1152.98267, best error:       982.52435 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 83.7301940918s, input_fired_time: 0.8646683097, output_fired_time: 0.7450767756, propagate_forward_time: 31.3109912872, propagate_backward_time: 48.1062660217, weight_update_time: 0.1404321343, other_time: 2.7031898499
epoch time: 6.8708052635s, input_fired_time: 0.1182781905, output_fired_time: 0.0000000000, propagate_forward_time: 6.2888050079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637222290
validation[          , genome  4311] predictions:    9705/  10000 (97.05%), best:    9706/10000 (97.06%), error:       999.90472, best error:       982.52435 on epoch:    80, 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: 34.5323905945s, input_fired_time: 0.5551294684, output_fired_time: 0.0000000000, propagate_forward_time: 31.5185565948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4587039948
best training[          , genome  4311] predictions:   49305/  50000 (98.61%), best:    9706/10000 (97.06%), error:      2610.47437, best error:       982.52435 on epoch:    80, 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: 6.7992424965s, input_fired_time: 0.1115856022, output_fired_time: 0.0000000000, propagate_forward_time: 6.2165622711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710946083
   testing[          , genome  4311] predictions:    9727/  10000 (97.27%), best:    9706/10000 (97.06%), error:       898.44690, best error:       982.52435 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:06:34 (6792): called boinc_finish(0)

</stderr_txt>
]]>