Nameexact_genome_1512568488_42_6713_0
Workunit2604750
Created7 Dec 2017, 21:20:07 UTC
Sent7 Dec 2017, 21:28:33 UTC
Report deadline11 Dec 2017, 14:00:05 UTC
Received8 Dec 2017, 1:22:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time57 min 19 sec
CPU time54 min 32 sec
Validate stateValid
Credit922.14
Device peak FLOPS4.32 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.33 MB
Peak swap size160.21 MB
Peak disk usage2.51 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0816383138, output_fired_time: 0.0000000000, propagate_forward_time: 2.0646133423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559751511
validation[          , genome  6713] predictions:    9621/  10000 (96.21%), best:    9637/10000 (96.37%), error:      1247.84827, best error:      1213.63464 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 30.1237373352s, input_fired_time: 0.6592165828, output_fired_time: 0.5359972715, propagate_forward_time: 10.2922573090, propagate_backward_time: 16.5117950439, weight_update_time: 0.1093459502, other_time: 2.1244716644
epoch time: 2.4983551502s, input_fired_time: 0.0832313970, output_fired_time: 0.0000000000, propagate_forward_time: 2.0563478470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587758541
validation[          , genome  6713] predictions:    9557/  10000 (95.57%), best:    9637/10000 (96.37%), error:      1389.43774, best error:      1213.63464 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 30.7797431946s, input_fired_time: 0.6620411277, output_fired_time: 0.5102283955, propagate_forward_time: 10.6804685593, propagate_backward_time: 17.0148124695, weight_update_time: 0.0950449482, other_time: 1.9121932983
epoch time: 2.5375065804s, input_fired_time: 0.0506463461, output_fired_time: 0.0000000000, propagate_forward_time: 2.2670891285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2197711468
validation[          , genome  6713] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1212.00293, best error:      1212.00293 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 30.9500102997s, input_fired_time: 0.7718307376, output_fired_time: 0.5842667222, propagate_forward_time: 10.5109968185, propagate_backward_time: 16.5025196075, weight_update_time: 0.1358097494, other_time: 2.5803966522
epoch time: 2.6946349144s, input_fired_time: 0.1059604883, output_fired_time: 0.0000000000, propagate_forward_time: 2.1410834789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475910664
validation[          , genome  6713] predictions:    9601/  10000 (96.01%), best:    9629/10000 (96.29%), error:      1347.28442, best error:      1212.00293 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 31.1721420288s, input_fired_time: 0.7828285098, output_fired_time: 0.5911769867, propagate_forward_time: 10.6001787186, propagate_backward_time: 16.5731563568, weight_update_time: 0.1398511380, other_time: 2.6247997284
epoch time: 2.7082595825s, input_fired_time: 0.1075467393, output_fired_time: 0.0000000000, propagate_forward_time: 2.1501736641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505391121
validation[          , genome  6713] predictions:    9608/  10000 (96.08%), best:    9629/10000 (96.29%), error:      1295.35950, best error:      1212.00293 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 31.7536373138s, input_fired_time: 0.7930369973, output_fired_time: 0.6406067014, propagate_forward_time: 10.7151927948, propagate_backward_time: 16.9995784760, weight_update_time: 0.1382608861, other_time: 2.6052227020
epoch time: 2.8046476841s, input_fired_time: 0.1080004647, output_fired_time: 0.0000000000, propagate_forward_time: 2.2241132259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725339413
validation[          , genome  6713] predictions:    9624/  10000 (96.24%), best:    9629/10000 (96.29%), error:      1283.87646, best error:      1212.00293 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 30.9764690399s, input_fired_time: 0.7744958401, output_fired_time: 0.5919512510, propagate_forward_time: 10.5053663254, propagate_backward_time: 16.5157299042, weight_update_time: 0.1386711746, other_time: 2.5889263153
epoch time: 2.6634898186s, input_fired_time: 0.1036546230, output_fired_time: 0.0000000000, propagate_forward_time: 2.1007621288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590730667
validation[          , genome  6713] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1204.82104, best error:      1204.82104 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 31.0810890198s, input_fired_time: 0.7861486673, output_fired_time: 0.5998213887, propagate_forward_time: 10.5894422531, propagate_backward_time: 16.5734272003, weight_update_time: 0.1337675750, other_time: 2.5322513580
epoch time: 2.6750462055s, input_fired_time: 0.0981669426, output_fired_time: 0.0000000000, propagate_forward_time: 2.1172525883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596266747
validation[          , genome  6713] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1163.82520, best error:      1163.82520 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 31.8602542877s, input_fired_time: 0.7897292972, output_fired_time: 0.6281820536, propagate_forward_time: 10.7802371979, propagate_backward_time: 17.0076885223, weight_update_time: 0.1465259492, other_time: 2.6544170380
epoch time: 2.6721129417s, input_fired_time: 0.1018500552, output_fired_time: 0.0000000000, propagate_forward_time: 2.1194796562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507832527
validation[          , genome  6713] predictions:    9502/  10000 (95.02%), best:    9647/10000 (96.47%), error:      1554.93982, best error:      1163.82520 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 30.9725761414s, input_fired_time: 0.7668721676, output_fired_time: 0.5933407545, propagate_forward_time: 10.5152053833, propagate_backward_time: 16.5054111481, weight_update_time: 0.1364227980, other_time: 2.5917472839
epoch time: 2.6637716293s, input_fired_time: 0.0983606651, output_fired_time: 0.0000000000, propagate_forward_time: 2.1054062843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600045681
validation[          , genome  6713] predictions:    9623/  10000 (96.23%), best:    9647/10000 (96.47%), error:      1232.93665, best error:      1163.82520 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 31.0028438568s, input_fired_time: 0.7744993567, output_fired_time: 0.6003193855, propagate_forward_time: 10.5092039108, propagate_backward_time: 16.4951496124, weight_update_time: 0.1441522390, other_time: 2.6236705780
epoch time: 2.6536648273s, input_fired_time: 0.1015141681, output_fired_time: 0.0000000000, propagate_forward_time: 2.1100637913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420869350
validation[          , genome  6713] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1060.79053, best error:      1060.79053 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 31.5375080109s, input_fired_time: 0.8032337427, output_fired_time: 0.6053931713, propagate_forward_time: 10.7011928558, propagate_backward_time: 16.7571201324, weight_update_time: 0.1418587714, other_time: 2.6705684662
epoch time: 2.8249034882s, input_fired_time: 0.1140190959, output_fired_time: 0.0000000000, propagate_forward_time: 2.2387816906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721026421
validation[          , genome  6713] predictions:    9644/  10000 (96.44%), best:    9693/10000 (96.93%), error:      1245.55859, best error:      1060.79053 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 31.0187683105s, input_fired_time: 0.7719111443, output_fired_time: 0.6005971432, propagate_forward_time: 10.5415458679, propagate_backward_time: 16.4901695251, weight_update_time: 0.1379197240, other_time: 2.6145439148
epoch time: 2.6331868172s, input_fired_time: 0.0998345986, output_fired_time: 0.0000000000, propagate_forward_time: 2.0897011757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436509609
validation[          , genome  6713] predictions:    9662/  10000 (96.62%), best:    9693/10000 (96.93%), error:      1136.60608, best error:      1060.79053 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 31.2512493134s, input_fired_time: 0.7765251994, output_fired_time: 0.5940530300, propagate_forward_time: 10.6183395386, propagate_backward_time: 16.6743202209, weight_update_time: 0.1381520480, other_time: 2.5880107880
epoch time: 2.6366143227s, input_fired_time: 0.1055458933, output_fired_time: 0.0000000000, propagate_forward_time: 2.0905358791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405324459
validation[          , genome  6713] predictions:    9650/  10000 (96.50%), best:    9693/10000 (96.93%), error:      1142.31763, best error:      1060.79053 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 31.2152652740s, input_fired_time: 0.7824171782, output_fired_time: 0.6031420231, propagate_forward_time: 10.6113481522, propagate_backward_time: 16.6408615112, weight_update_time: 0.1400813460, other_time: 2.5774955750
epoch time: 2.7503573895s, input_fired_time: 0.1142314747, output_fired_time: 0.0000000000, propagate_forward_time: 2.1768386364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592871666
validation[          , genome  6713] predictions:    9672/  10000 (96.72%), best:    9693/10000 (96.93%), error:      1122.96582, best error:      1060.79053 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 31.4774551392s, input_fired_time: 0.8052009940, output_fired_time: 0.6176600456, propagate_forward_time: 10.6853466034, propagate_backward_time: 16.7772159576, weight_update_time: 0.1348312795, other_time: 2.5920314789
epoch time: 2.6458010674s, input_fired_time: 0.1021349803, output_fired_time: 0.0000000000, propagate_forward_time: 2.0949263573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487397671
validation[          , genome  6713] predictions:    9592/  10000 (95.92%), best:    9693/10000 (96.93%), error:      1297.75269, best error:      1060.79053 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 30.9416313171s, input_fired_time: 0.7762227058, output_fired_time: 0.5919376612, propagate_forward_time: 10.5195446014, propagate_backward_time: 16.5020656586, weight_update_time: 0.1344058067, other_time: 2.5518608093
epoch time: 2.6640808582s, input_fired_time: 0.1001761258, output_fired_time: 0.0000000000, propagate_forward_time: 2.1123206615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515841007
validation[          , genome  6713] predictions:    9635/  10000 (96.35%), best:    9693/10000 (96.93%), error:      1203.27197, best error:      1060.79053 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 31.1928749084s, input_fired_time: 0.7806967497, output_fired_time: 0.6052492857, propagate_forward_time: 10.5836114883, propagate_backward_time: 16.6056861877, weight_update_time: 0.1398912221, other_time: 2.6176300049
epoch time: 2.6748604774s, input_fired_time: 0.1041702852, output_fired_time: 0.0000000000, propagate_forward_time: 2.1328949928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377951622
validation[          , genome  6713] predictions:    9667/  10000 (96.67%), best:    9693/10000 (96.93%), error:      1109.41980, best error:      1060.79053 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 31.7339801788s, input_fired_time: 0.8278756738, output_fired_time: 0.6325870752, propagate_forward_time: 10.7273292542, propagate_backward_time: 16.9654731750, weight_update_time: 0.1382863969, other_time: 2.5807151794
epoch time: 2.6616239548s, input_fired_time: 0.1027265042, output_fired_time: 0.0000000000, propagate_forward_time: 2.0978562832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610412121
validation[          , genome  6713] predictions:    9667/  10000 (96.67%), best:    9693/10000 (96.93%), error:      1130.55090, best error:      1060.79053 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 31.2299880981s, input_fired_time: 0.7924043536, output_fired_time: 0.5919387937, propagate_forward_time: 10.6207389832, propagate_backward_time: 16.6301975250, weight_update_time: 0.1376273781, other_time: 2.5947093964
epoch time: 2.6893525124s, input_fired_time: 0.1017956138, output_fired_time: 0.0000000000, propagate_forward_time: 2.1353149414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522418976
validation[          , genome  6713] predictions:    9673/  10000 (96.73%), best:    9693/10000 (96.93%), error:      1103.71130, best error:      1060.79053 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 31.1113491058s, input_fired_time: 0.7826963067, output_fired_time: 0.5975846648, propagate_forward_time: 10.5745916367, propagate_backward_time: 16.5843181610, weight_update_time: 0.1359210610, other_time: 2.5721607208
epoch time: 2.7142460346s, input_fired_time: 0.1088100523, output_fired_time: 0.0000000000, propagate_forward_time: 2.1505987644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548373222
validation[          , genome  6713] predictions:    9625/  10000 (96.25%), best:    9693/10000 (96.93%), error:      1259.66748, best error:      1060.79053 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 32.3442459106s, input_fired_time: 0.8350361586, output_fired_time: 0.6434407234, propagate_forward_time: 10.8804807663, propagate_backward_time: 17.3764934540, weight_update_time: 0.1343843043, other_time: 2.6087970734
epoch time: 2.6328980923s, input_fired_time: 0.1013122872, output_fired_time: 0.0000000000, propagate_forward_time: 2.0886895657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428961277
validation[          , genome  6713] predictions:    9652/  10000 (96.52%), best:    9693/10000 (96.93%), error:      1161.35999, best error:      1060.79053 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 31.8362903595s, input_fired_time: 0.7925434113, output_fired_time: 0.6067920923, propagate_forward_time: 10.7886619568, propagate_backward_time: 17.0129375458, weight_update_time: 0.1425038427, other_time: 2.6353549957
epoch time: 2.7711558342s, input_fired_time: 0.1131802052, output_fired_time: 0.0000000000, propagate_forward_time: 2.2004821301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574935436
validation[          , genome  6713] predictions:    9630/  10000 (96.30%), best:    9693/10000 (96.93%), error:      1225.75574, best error:      1060.79053 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 31.3738327026s, input_fired_time: 0.7996069193, output_fired_time: 0.5973458290, propagate_forward_time: 10.6464338303, propagate_backward_time: 16.7479591370, weight_update_time: 0.1367035806, other_time: 2.5824890137
epoch time: 2.7241852283s, input_fired_time: 0.1126996800, output_fired_time: 0.0000000000, propagate_forward_time: 2.1583299637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531555176
validation[          , genome  6713] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1056.45081, best error:      1056.45081 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 31.5884170532s, input_fired_time: 0.8013865352, output_fired_time: 0.6220631599, propagate_forward_time: 10.6994018555, propagate_backward_time: 16.8808250427, weight_update_time: 0.1328423172, other_time: 2.5847415924
epoch time: 2.6597306728s, input_fired_time: 0.1063632295, output_fired_time: 0.0000000000, propagate_forward_time: 2.1003534794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530138969
validation[          , genome  6713] predictions:    9666/  10000 (96.66%), best:    9676/10000 (96.76%), error:      1125.92542, best error:      1056.45081 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 31.2035083771s, input_fired_time: 0.7884117961, output_fired_time: 0.6082432866, propagate_forward_time: 10.5783824921, propagate_backward_time: 16.6412353516, weight_update_time: 0.1361402720, other_time: 2.5872344971
epoch time: 2.7201235294s, input_fired_time: 0.1046893969, output_fired_time: 0.0000000000, propagate_forward_time: 2.1694624424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459717274
validation[          , genome  6713] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1172.14221, best error:      1056.45081 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 31.0743618011s, input_fired_time: 0.7949853539, output_fired_time: 0.5998510122, propagate_forward_time: 10.5480127335, propagate_backward_time: 16.5652103424, weight_update_time: 0.1427253187, other_time: 2.5663013458
epoch time: 2.6652979851s, input_fired_time: 0.1004240289, output_fired_time: 0.0000000000, propagate_forward_time: 2.1041860580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606878757
validation[          , genome  6713] predictions:    9665/  10000 (96.65%), best:    9676/10000 (96.76%), error:      1078.52271, best error:      1056.45081 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 31.7338199615s, input_fired_time: 0.8129801750, output_fired_time: 0.6243024468, propagate_forward_time: 10.7213859558, propagate_backward_time: 16.9972209930, weight_update_time: 0.1361900866, other_time: 2.5779304504
epoch time: 2.8173613548s, input_fired_time: 0.1122490540, output_fired_time: 0.0000000000, propagate_forward_time: 2.2386548519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664573669
validation[          , genome  6713] predictions:    9656/  10000 (96.56%), best:    9676/10000 (96.76%), error:      1160.36023, best error:      1056.45081 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 31.3476333618s, input_fired_time: 0.7967835069, output_fired_time: 0.6103513241, propagate_forward_time: 10.6120748520, propagate_backward_time: 16.7417697906, weight_update_time: 0.1384987980, other_time: 2.5866527557
epoch time: 2.6664156914s, input_fired_time: 0.1018323228, output_fired_time: 0.0000000000, propagate_forward_time: 2.1020970345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624862671
validation[          , genome  6713] predictions:    9655/  10000 (96.55%), best:    9676/10000 (96.76%), error:      1091.26831, best error:      1056.45081 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 31.2061595917s, input_fired_time: 0.7899300456, output_fired_time: 0.6007919312, propagate_forward_time: 10.6122779846, propagate_backward_time: 16.5866203308, weight_update_time: 0.1367425323, other_time: 2.6165390015
epoch time: 2.6456301212s, input_fired_time: 0.1036222279, output_fired_time: 0.0000000000, propagate_forward_time: 2.0903050900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517028332
validation[          , genome  6713] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1022.58307, best error:      1022.58307 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 30.9911975861s, input_fired_time: 0.7862273455, output_fired_time: 0.5994194150, propagate_forward_time: 10.5117635727, propagate_backward_time: 16.5059089661, weight_update_time: 0.1361904889, other_time: 2.5878791809
epoch time: 2.8012599945s, input_fired_time: 0.1185506284, output_fired_time: 0.0000000000, propagate_forward_time: 2.2147715092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679379463
validation[          , genome  6713] predictions:    9679/  10000 (96.79%), best:    9699/10000 (96.99%), error:      1070.34814, best error:      1022.58307 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 30.9707832336s, input_fired_time: 0.7789035439, output_fired_time: 0.5959679484, propagate_forward_time: 10.5513505936, propagate_backward_time: 16.4187965393, weight_update_time: 0.1376686692, other_time: 2.6257629395
epoch time: 2.6600551605s, input_fired_time: 0.1018257737, output_fired_time: 0.0000000000, propagate_forward_time: 2.1007266045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575028419
validation[          , genome  6713] predictions:    9643/  10000 (96.43%), best:    9699/10000 (96.99%), error:      1232.20886, best error:      1022.58307 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 30.9489669800s, input_fired_time: 0.7960523367, output_fired_time: 0.5975613594, propagate_forward_time: 10.4918470383, propagate_backward_time: 16.4693050385, weight_update_time: 0.1374432296, other_time: 2.5942020416
epoch time: 2.6592903137s, input_fired_time: 0.1027243212, output_fired_time: 0.0000000000, propagate_forward_time: 2.1194553375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371106625
validation[          , genome  6713] predictions:    9612/  10000 (96.12%), best:    9699/10000 (96.99%), error:      1222.80103, best error:      1022.58307 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 30.9185047150s, input_fired_time: 0.7772120833, output_fired_time: 0.5933178067, propagate_forward_time: 10.5135688782, propagate_backward_time: 16.4713783264, weight_update_time: 0.1390415728, other_time: 2.5630283356
epoch time: 2.6630651951s, input_fired_time: 0.1033525914, output_fired_time: 0.0000000000, propagate_forward_time: 2.1152739525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444386959
validation[          , genome  6713] predictions:    9687/  10000 (96.87%), best:    9699/10000 (96.99%), error:      1058.68860, best error:      1022.58307 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 30.9307308197s, input_fired_time: 0.7815086842, output_fired_time: 0.5882177949, propagate_forward_time: 10.4904766083, propagate_backward_time: 16.4758968353, weight_update_time: 0.1380316466, other_time: 2.5946292877
epoch time: 2.6659784317s, input_fired_time: 0.1042246595, output_fired_time: 0.0000000000, propagate_forward_time: 2.1260511875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357025623
validation[          , genome  6713] predictions:    9653/  10000 (96.53%), best:    9699/10000 (96.99%), error:      1088.98987, best error:      1022.58307 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 30.9590892792s, input_fired_time: 0.7846750617, output_fired_time: 0.5729641318, propagate_forward_time: 10.5100221634, propagate_backward_time: 16.4819412231, weight_update_time: 0.1395314187, other_time: 2.6094856262
epoch time: 2.6586880684s, input_fired_time: 0.1039469540, output_fired_time: 0.0000000000, propagate_forward_time: 2.1109793186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437618256
validation[          , genome  6713] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       986.59686, best error:       986.59686 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 31.0916805267s, input_fired_time: 0.7823070884, output_fired_time: 0.5918733478, propagate_forward_time: 10.5235137939, propagate_backward_time: 16.5414466858, weight_update_time: 0.1384929419, other_time: 2.6525402069
epoch time: 2.6353132725s, input_fired_time: 0.1044931188, output_fired_time: 0.0000000000, propagate_forward_time: 2.0908710957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399490356
validation[          , genome  6713] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1080.71216, best error:       986.59686 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 31.0255565643s, input_fired_time: 0.7829718590, output_fired_time: 0.6029142737, propagate_forward_time: 10.5216283798, propagate_backward_time: 16.4831542969, weight_update_time: 0.1363207400, other_time: 2.6348876953
epoch time: 2.6634273529s, input_fired_time: 0.1040480435, output_fired_time: 0.0000000000, propagate_forward_time: 2.1105246544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488546848
validation[          , genome  6713] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1075.94312, best error:       986.59686 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 30.9816589355s, input_fired_time: 0.7802547216, output_fired_time: 0.5913497806, propagate_forward_time: 10.5397672653, propagate_backward_time: 16.4910469055, weight_update_time: 0.1368737519, other_time: 2.5792388916
epoch time: 2.6600611210s, input_fired_time: 0.1050380096, output_fired_time: 0.0000000000, propagate_forward_time: 2.1009974480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540257454
validation[          , genome  6713] predictions:    9554/  10000 (95.54%), best:    9704/10000 (97.04%), error:      1442.14099, best error:       986.59686 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 30.9570884705s, input_fired_time: 0.7881228328, output_fired_time: 0.6075590253, propagate_forward_time: 10.5140848160, propagate_backward_time: 16.5139179230, weight_update_time: 0.1316448450, other_time: 2.5334033966
epoch time: 2.6452000141s, input_fired_time: 0.1031709388, output_fired_time: 0.0000000000, propagate_forward_time: 2.1003069878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417221546
validation[          , genome  6713] predictions:    9689/  10000 (96.89%), best:    9704/10000 (97.04%), error:      1083.73633, best error:       986.59686 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 30.9932746887s, input_fired_time: 0.7891320586, output_fired_time: 0.5965630412, propagate_forward_time: 10.4947729111, propagate_backward_time: 16.5321769714, weight_update_time: 0.1385290027, other_time: 2.5806312561
epoch time: 2.6502144337s, input_fired_time: 0.1039062068, output_fired_time: 0.0000000000, propagate_forward_time: 2.1050179005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412903786
validation[          , genome  6713] predictions:    9663/  10000 (96.63%), best:    9704/10000 (97.04%), error:      1089.17639, best error:       986.59686 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 30.9026660919s, input_fired_time: 0.7946445346, output_fired_time: 0.5831260085, propagate_forward_time: 10.5187597275, propagate_backward_time: 16.4292278290, weight_update_time: 0.1401566267, other_time: 2.5769062042
epoch time: 2.6510553360s, input_fired_time: 0.1038934365, output_fired_time: 0.0000000000, propagate_forward_time: 2.1059007645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412610531
validation[          , genome  6713] predictions:    9693/  10000 (96.93%), best:    9704/10000 (97.04%), error:      1051.32495, best error:       986.59686 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 30.9384288788s, input_fired_time: 0.7723176479, output_fired_time: 0.5831921101, propagate_forward_time: 10.4716367722, propagate_backward_time: 16.4996929169, weight_update_time: 0.1379635185, other_time: 2.6115894318
epoch time: 2.6483774185s, input_fired_time: 0.1071302518, output_fired_time: 0.0000000000, propagate_forward_time: 2.1121323109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291148186
validation[          , genome  6713] predictions:    9641/  10000 (96.41%), best:    9704/10000 (97.04%), error:      1157.39063, best error:       986.59686 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 30.8034648895s, input_fired_time: 0.7783455849, output_fired_time: 0.5905365944, propagate_forward_time: 10.4509172440, propagate_backward_time: 16.3801250458, weight_update_time: 0.1377125531, other_time: 2.6035404205
epoch time: 2.8390772343s, input_fired_time: 0.1174197271, output_fired_time: 0.0000000000, propagate_forward_time: 2.2627916336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588658810
validation[          , genome  6713] predictions:    9627/  10000 (96.27%), best:    9704/10000 (97.04%), error:      1181.15332, best error:       986.59686 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 31.0360546112s, input_fired_time: 0.7853517532, output_fired_time: 0.5956841707, propagate_forward_time: 10.5391159058, propagate_backward_time: 16.5328903198, weight_update_time: 0.1374808550, other_time: 2.5830116272
epoch time: 2.6541912556s, input_fired_time: 0.1087830290, output_fired_time: 0.0000000000, propagate_forward_time: 2.1009619236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444463253
validation[          , genome  6713] predictions:    9570/  10000 (95.70%), best:    9704/10000 (97.04%), error:      1299.45569, best error:       986.59686 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 31.0538158417s, input_fired_time: 0.8040934205, output_fired_time: 0.5911653638, propagate_forward_time: 10.5380783081, propagate_backward_time: 16.5085067749, weight_update_time: 0.1386350244, other_time: 2.6119709015
epoch time: 2.6460905075s, input_fired_time: 0.1052134261, output_fired_time: 0.0000000000, propagate_forward_time: 2.1057898998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350872040
validation[          , genome  6713] predictions:    9631/  10000 (96.31%), best:    9704/10000 (97.04%), error:      1198.97327, best error:       986.59686 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 30.9253635406s, input_fired_time: 0.7951744795, output_fired_time: 0.5892357826, propagate_forward_time: 10.4881153107, propagate_backward_time: 16.4475231171, weight_update_time: 0.1401024312, other_time: 2.6053161621
epoch time: 2.7974057198s, input_fired_time: 0.1117977723, output_fired_time: 0.0000000000, propagate_forward_time: 2.2183220387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672858715
validation[          , genome  6713] predictions:    9664/  10000 (96.64%), best:    9704/10000 (97.04%), error:      1113.10913, best error:       986.59686 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 31.0013961792s, input_fired_time: 0.7767170668, output_fired_time: 0.5983957052, propagate_forward_time: 10.5520286560, propagate_backward_time: 16.4872341156, weight_update_time: 0.1405743062, other_time: 2.5870208740
epoch time: 2.6202826500s, input_fired_time: 0.1040760279, output_fired_time: 0.0000000000, propagate_forward_time: 2.0837538242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324529171
validation[          , genome  6713] predictions:    9662/  10000 (96.62%), best:    9704/10000 (97.04%), error:      1104.44092, best error:       986.59686 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 30.8976974487s, input_fired_time: 0.7928683758, output_fired_time: 0.5878391266, propagate_forward_time: 10.5106010437, propagate_backward_time: 16.4136524200, weight_update_time: 0.1367754638, other_time: 2.5927371979
epoch time: 2.6355326176s, input_fired_time: 0.1033699960, output_fired_time: 0.0000000000, propagate_forward_time: 2.0953257084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368369579
validation[          , genome  6713] predictions:    9702/  10000 (97.02%), best:    9704/10000 (97.04%), error:      1003.09155, best error:       986.59686 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 30.9647502899s, input_fired_time: 0.7903763652, output_fired_time: 0.5900171399, propagate_forward_time: 10.5334177017, propagate_backward_time: 16.4742183685, weight_update_time: 0.1394477189, other_time: 2.5767192841
epoch time: 2.6344165802s, input_fired_time: 0.1045540646, output_fired_time: 0.0000000000, propagate_forward_time: 2.0826816559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471807480
validation[          , genome  6713] predictions:    9676/  10000 (96.76%), best:    9704/10000 (97.04%), error:      1068.93945, best error:       986.59686 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 30.9148864746s, input_fired_time: 0.7918908000, output_fired_time: 0.5859367251, propagate_forward_time: 10.4928131104, propagate_backward_time: 16.4867877960, weight_update_time: 0.1383682191, other_time: 2.5574569702
epoch time: 2.6675918102s, input_fired_time: 0.1041220427, output_fired_time: 0.0000000000, propagate_forward_time: 2.1052892208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581806660
validation[          , genome  6713] predictions:    9615/  10000 (96.15%), best:    9704/10000 (97.04%), error:      1254.00623, best error:       986.59686 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 30.9987010956s, input_fired_time: 0.7945573926, output_fired_time: 0.5890356898, propagate_forward_time: 10.5084228516, propagate_backward_time: 16.5411319733, weight_update_time: 0.1382942200, other_time: 2.5655536652
epoch time: 2.6681141853s, input_fired_time: 0.1052939594, output_fired_time: 0.0000000000, propagate_forward_time: 2.1089391708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538810253
validation[          , genome  6713] predictions:    9669/  10000 (96.69%), best:    9704/10000 (97.04%), error:      1101.36584, best error:       986.59686 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 31.0203304291s, input_fired_time: 0.7893229723, output_fired_time: 0.5978857279, propagate_forward_time: 10.5487346649, propagate_backward_time: 16.5165748596, weight_update_time: 0.1365867108, other_time: 2.5678119659
epoch time: 2.6453928947s, input_fired_time: 0.1034570634, output_fired_time: 0.0000000000, propagate_forward_time: 2.0964162350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455196857
validation[          , genome  6713] predictions:    9642/  10000 (96.42%), best:    9704/10000 (97.04%), error:      1202.87793, best error:       986.59686 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 30.9595279694s, input_fired_time: 0.7903078794, output_fired_time: 0.5897229910, propagate_forward_time: 10.4773540497, propagate_backward_time: 16.4625873566, weight_update_time: 0.1429905891, other_time: 2.6395549774
epoch time: 2.6457903385s, input_fired_time: 0.1039646864, output_fired_time: 0.0000000000, propagate_forward_time: 2.1000058651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418199062
validation[          , genome  6713] predictions:    9661/  10000 (96.61%), best:    9704/10000 (97.04%), error:      1094.73206, best error:       986.59686 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 31.0045337677s, input_fired_time: 0.7937384844, output_fired_time: 0.6104258299, propagate_forward_time: 10.5241088867, propagate_backward_time: 16.5083808899, weight_update_time: 0.1332628727, other_time: 2.5678787231
epoch time: 2.6514043808s, input_fired_time: 0.0999425799, output_fired_time: 0.0000000000, propagate_forward_time: 2.0975141525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539475441
validation[          , genome  6713] predictions:    9618/  10000 (96.18%), best:    9704/10000 (97.04%), error:      1183.41699, best error:       986.59686 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 30.8456764221s, input_fired_time: 0.7821121812, output_fired_time: 0.5804135203, propagate_forward_time: 10.4831447601, propagate_backward_time: 16.4216461182, weight_update_time: 0.1378233284, other_time: 2.5783596039
epoch time: 2.6572580338s, input_fired_time: 0.1067498848, output_fired_time: 0.0000000000, propagate_forward_time: 2.1055493355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449589252
validation[          , genome  6713] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1064.43018, best error:       986.59686 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 30.9167213440s, input_fired_time: 0.8034051061, output_fired_time: 0.5933457613, propagate_forward_time: 10.5232782364, propagate_backward_time: 16.4674129486, weight_update_time: 0.1345924139, other_time: 2.5292797089
epoch time: 2.6481928825s, input_fired_time: 0.1074393988, output_fired_time: 0.0000000000, propagate_forward_time: 2.1019525528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388008118
validation[          , genome  6713] predictions:    9587/  10000 (95.87%), best:    9704/10000 (97.04%), error:      1240.51599, best error:       986.59686 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 30.9694175720s, input_fired_time: 0.7921313047, output_fired_time: 0.5999717712, propagate_forward_time: 10.5137605667, propagate_backward_time: 16.4927349091, weight_update_time: 0.1341010034, other_time: 2.5708179474
epoch time: 2.6600949764s, input_fired_time: 0.1034328565, output_fired_time: 0.0000000000, propagate_forward_time: 2.0987918377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578702450
validation[          , genome  6713] predictions:    9717/  10000 (97.17%), best:    9704/10000 (97.04%), error:       994.19983, best error:       986.59686 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 30.9169902802s, input_fired_time: 0.7918320298, output_fired_time: 0.6065216064, propagate_forward_time: 10.5078973770, propagate_backward_time: 16.4212799072, weight_update_time: 0.1380139589, other_time: 2.5894584656
epoch time: 2.6376466751s, input_fired_time: 0.1026027426, output_fired_time: 0.0000000000, propagate_forward_time: 2.0806407928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544031620
validation[          , genome  6713] predictions:    9692/  10000 (96.92%), best:    9704/10000 (97.04%), error:      1074.10400, best error:       986.59686 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 30.9777927399s, input_fired_time: 0.7903512716, output_fired_time: 0.5841149092, propagate_forward_time: 10.5149002075, propagate_backward_time: 16.4906120300, weight_update_time: 0.1403036863, other_time: 2.5978145599
epoch time: 2.7676787376s, input_fired_time: 0.1131002977, output_fired_time: 0.0000000000, propagate_forward_time: 2.1983110905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562673569
validation[          , genome  6713] predictions:    9693/  10000 (96.93%), best:    9704/10000 (97.04%), error:      1048.35474, best error:       986.59686 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 30.9788551331s, input_fired_time: 0.7848735452, output_fired_time: 0.5937137008, propagate_forward_time: 10.5209636688, propagate_backward_time: 16.5000152588, weight_update_time: 0.1372918040, other_time: 2.5792884827
epoch time: 2.6632757187s, input_fired_time: 0.1048799977, output_fired_time: 0.0000000000, propagate_forward_time: 2.1116895676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467060566
validation[          , genome  6713] predictions:    9655/  10000 (96.55%), best:    9704/10000 (97.04%), error:      1100.68506, best error:       986.59686 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 30.9588489532s, input_fired_time: 0.7949526906, output_fired_time: 0.6050111055, propagate_forward_time: 10.4988393784, propagate_backward_time: 16.4776802063, weight_update_time: 0.1428406835, other_time: 2.5823669434
epoch time: 2.6630373001s, input_fired_time: 0.1029998884, output_fired_time: 0.0000000000, propagate_forward_time: 2.1255891323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344482422
validation[          , genome  6713] predictions:    9676/  10000 (96.76%), best:    9704/10000 (97.04%), error:      1063.96716, best error:       986.59686 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 30.9617900848s, input_fired_time: 0.7878640294, output_fired_time: 0.5958529711, propagate_forward_time: 10.5028209686, propagate_backward_time: 16.5168571472, weight_update_time: 0.1426907778, other_time: 2.5583934784
epoch time: 2.7390096188s, input_fired_time: 0.1131155193, output_fired_time: 0.0000000000, propagate_forward_time: 2.1756217480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502723217
validation[          , genome  6713] predictions:    9649/  10000 (96.49%), best:    9704/10000 (97.04%), error:      1117.72009, best error:       986.59686 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 30.9831600189s, input_fired_time: 0.7940567732, output_fired_time: 0.5911310315, propagate_forward_time: 10.5644006729, propagate_backward_time: 16.4181747437, weight_update_time: 0.1416444927, other_time: 2.6153984070
epoch time: 2.6522173882s, input_fired_time: 0.1034020409, output_fired_time: 0.0000000000, propagate_forward_time: 2.1112997532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375154972
validation[          , genome  6713] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1124.76489, best error:       986.59686 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 30.9727764130s, input_fired_time: 0.7958787680, output_fired_time: 0.5831839442, propagate_forward_time: 10.5320100784, propagate_backward_time: 16.5089302063, weight_update_time: 0.1392630488, other_time: 2.5527725220
epoch time: 2.6429374218s, input_fired_time: 0.1003624201, output_fired_time: 0.0000000000, propagate_forward_time: 2.0969097614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456651211
validation[          , genome  6713] predictions:    9645/  10000 (96.45%), best:    9704/10000 (97.04%), error:      1134.37366, best error:       986.59686 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 30.9912643433s, input_fired_time: 0.7986890674, output_fired_time: 0.5916287899, propagate_forward_time: 10.5244035721, propagate_backward_time: 16.5087165833, weight_update_time: 0.1380795836, other_time: 2.5678253174
epoch time: 2.6593327522s, input_fired_time: 0.1074344069, output_fired_time: 0.0000000000, propagate_forward_time: 2.1089406013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429576397
validation[          , genome  6713] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1134.61731, best error:       986.59686 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 31.0152645111s, input_fired_time: 0.7973045707, output_fired_time: 0.6015483141, propagate_forward_time: 10.5025615692, propagate_backward_time: 16.5211029053, weight_update_time: 0.1392589658, other_time: 2.5927467346
epoch time: 2.6437563896s, input_fired_time: 0.1042414904, output_fired_time: 0.0000000000, propagate_forward_time: 2.1033487320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361662865
validation[          , genome  6713] predictions:    9617/  10000 (96.17%), best:    9704/10000 (97.04%), error:      1223.94458, best error:       986.59686 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 30.9917678833s, input_fired_time: 0.8011265993, output_fired_time: 0.5845570564, propagate_forward_time: 10.5190019608, propagate_backward_time: 16.4815177917, weight_update_time: 0.1351951957, other_time: 2.6055641174
epoch time: 2.6641352177s, input_fired_time: 0.1033102646, output_fired_time: 0.0000000000, propagate_forward_time: 2.1095652580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512596130
validation[          , genome  6713] predictions:    9651/  10000 (96.51%), best:    9704/10000 (97.04%), error:      1162.12952, best error:       986.59686 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 30.9097652435s, input_fired_time: 0.7900480032, output_fired_time: 0.5868228674, propagate_forward_time: 10.5231695175, propagate_backward_time: 16.4289855957, weight_update_time: 0.1423330456, other_time: 2.5807380676
epoch time: 2.6440880299s, input_fired_time: 0.1012662873, output_fired_time: 0.0000000000, propagate_forward_time: 2.1054501534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373714924
validation[          , genome  6713] predictions:    9636/  10000 (96.36%), best:    9704/10000 (97.04%), error:      1240.29395, best error:       986.59686 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 30.9805488586s, input_fired_time: 0.7953332067, output_fired_time: 0.5921385884, propagate_forward_time: 10.5362062454, propagate_backward_time: 16.4348278046, weight_update_time: 0.1401345432, other_time: 2.6220417023
epoch time: 2.6427474022s, input_fired_time: 0.1045696437, output_fired_time: 0.0000000000, propagate_forward_time: 2.0902326107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479451180
validation[          , genome  6713] predictions:    9691/  10000 (96.91%), best:    9704/10000 (97.04%), error:      1002.97028, best error:       986.59686 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 30.9296722412s, input_fired_time: 0.8058283329, output_fired_time: 0.5866925716, propagate_forward_time: 10.5096130371, propagate_backward_time: 16.4497699738, weight_update_time: 0.1376764625, other_time: 2.5777683258
epoch time: 2.6655225754s, input_fired_time: 0.1057580337, output_fired_time: 0.0000000000, propagate_forward_time: 2.1158556938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439089298
validation[          , genome  6713] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1062.18213, best error:       986.59686 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 31.0845508575s, input_fired_time: 0.7950447202, output_fired_time: 0.5967988372, propagate_forward_time: 10.5539283752, propagate_backward_time: 16.5155277252, weight_update_time: 0.1371502280, other_time: 2.6232528687
epoch time: 2.6557724476s, input_fired_time: 0.1062596738, output_fired_time: 0.0000000000, propagate_forward_time: 2.1151158810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343969822
validation[          , genome  6713] predictions:    9613/  10000 (96.13%), best:    9704/10000 (97.04%), error:      1293.80493, best error:       986.59686 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 31.1069831848s, input_fired_time: 0.7972188592, output_fired_time: 0.5908581614, propagate_forward_time: 10.6056852341, propagate_backward_time: 16.5201168060, weight_update_time: 0.1367269307, other_time: 2.5931034088
epoch time: 2.6421787739s, input_fired_time: 0.1043714955, output_fired_time: 0.0000000000, propagate_forward_time: 2.0924386978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453685284
validation[          , genome  6713] predictions:    9613/  10000 (96.13%), best:    9704/10000 (97.04%), error:      1222.05896, best error:       986.59686 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 30.9841384888s, input_fired_time: 0.7936634421, output_fired_time: 0.5860913396, propagate_forward_time: 10.5421018600, propagate_backward_time: 16.5038871765, weight_update_time: 0.1410140544, other_time: 2.5583953857
epoch time: 2.6739163399s, input_fired_time: 0.1057365760, output_fired_time: 0.0000000000, propagate_forward_time: 2.1260349751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421448708
validation[          , genome  6713] predictions:    9620/  10000 (96.20%), best:    9704/10000 (97.04%), error:      1272.85242, best error:       986.59686 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 31.0163879395s, input_fired_time: 0.7950320244, output_fired_time: 0.5916312337, propagate_forward_time: 10.5464181900, propagate_backward_time: 16.4920597076, weight_update_time: 0.1415635496, other_time: 2.5912456512
epoch time: 2.6696071625s, input_fired_time: 0.1031199470, output_fired_time: 0.0000000000, propagate_forward_time: 2.1276118755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388754368
validation[          , genome  6713] predictions:    9689/  10000 (96.89%), best:    9704/10000 (97.04%), error:      1042.74280, best error:       986.59686 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 31.0596389771s, input_fired_time: 0.7897127271, output_fired_time: 0.5877774954, propagate_forward_time: 10.5687065125, propagate_backward_time: 16.5124130249, weight_update_time: 0.1399792284, other_time: 2.6010284424
epoch time: 2.6718864441s, input_fired_time: 0.1055082753, output_fired_time: 0.0000000000, propagate_forward_time: 2.1159834862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503946304
validation[          , genome  6713] predictions:    9583/  10000 (95.83%), best:    9704/10000 (97.04%), error:      1357.74805, best error:       986.59686 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 30.9703941345s, input_fired_time: 0.8108361363, output_fired_time: 0.5909202099, propagate_forward_time: 10.4824752808, propagate_backward_time: 16.4796428680, weight_update_time: 0.1348462403, other_time: 2.6065196991
epoch time: 2.6708676815s, input_fired_time: 0.1037606075, output_fired_time: 0.0000000000, propagate_forward_time: 2.1085658073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585411549
validation[          , genome  6713] predictions:    9699/  10000 (96.99%), best:    9704/10000 (97.04%), error:      1043.26013, best error:       986.59686 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 30.9606399536s, input_fired_time: 0.7869639993, output_fired_time: 0.5918608904, propagate_forward_time: 10.4964532852, propagate_backward_time: 16.4863071442, weight_update_time: 0.1392620355, other_time: 2.5990543365
epoch time: 2.6594247818s, input_fired_time: 0.1083006188, output_fired_time: 0.0000000000, propagate_forward_time: 2.1021718979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489521980
validation[          , genome  6713] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1105.26038, best error:       986.59686 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 30.9641437531s, input_fired_time: 0.7892686129, output_fired_time: 0.5851954818, propagate_forward_time: 10.5370502472, propagate_backward_time: 16.4550209045, weight_update_time: 0.1384251118, other_time: 2.5976085663
epoch time: 2.7353613377s, input_fired_time: 0.1153480560, output_fired_time: 0.0000000000, propagate_forward_time: 2.1648187637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551944733
validation[          , genome  6713] predictions:    9525/  10000 (95.25%), best:    9704/10000 (97.04%), error:      1456.59863, best error:       986.59686 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 31.0039443970s, input_fired_time: 0.7951558232, output_fired_time: 0.5973224640, propagate_forward_time: 10.5480833054, propagate_backward_time: 16.4473533630, weight_update_time: 0.1403832138, other_time: 2.6160278320
epoch time: 2.6581680775s, input_fired_time: 0.1081183702, output_fired_time: 0.0000000000, propagate_forward_time: 2.1082744598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417753220
validation[          , genome  6713] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1078.02625, best error:       986.59686 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 31.0411243439s, input_fired_time: 0.7908654213, output_fired_time: 0.6065264344, propagate_forward_time: 10.5416917801, propagate_backward_time: 16.5079650879, weight_update_time: 0.1380491108, other_time: 2.5940742493
epoch time: 2.6393253803s, input_fired_time: 0.1038888097, output_fired_time: 0.0000000000, propagate_forward_time: 2.0888864994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465501308
validation[          , genome  6713] predictions:    9650/  10000 (96.50%), best:    9704/10000 (97.04%), error:      1229.13013, best error:       986.59686 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 30.9695491791s, input_fired_time: 0.7999063134, output_fired_time: 0.5948065519, propagate_forward_time: 10.5269012451, propagate_backward_time: 16.4312801361, weight_update_time: 0.1405225694, other_time: 2.6166553497
epoch time: 2.6613113880s, input_fired_time: 0.1048856154, output_fired_time: 0.0000000000, propagate_forward_time: 2.1054732800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509525299
validation[          , genome  6713] predictions:    9650/  10000 (96.50%), best:    9704/10000 (97.04%), error:      1176.21130, best error:       986.59686 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 30.9878940582s, input_fired_time: 0.7994090915, output_fired_time: 0.6061283350, propagate_forward_time: 10.5192737579, propagate_backward_time: 16.4751033783, weight_update_time: 0.1381312162, other_time: 2.5879783630
epoch time: 2.6909167767s, input_fired_time: 0.1062056050, output_fired_time: 0.0000000000, propagate_forward_time: 2.1244952679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602158070
validation[          , genome  6713] predictions:    9517/  10000 (95.17%), best:    9704/10000 (97.04%), error:      1548.99219, best error:       986.59686 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 30.9100112915s, input_fired_time: 0.8019037843, output_fired_time: 0.5950894356, propagate_forward_time: 10.5116996765, propagate_backward_time: 16.4301490784, weight_update_time: 0.1375468224, other_time: 2.5711688995
epoch time: 2.6748259068s, input_fired_time: 0.1049384847, output_fired_time: 0.0000000000, propagate_forward_time: 2.1149375439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549498558
validation[          , genome  6713] predictions:    9655/  10000 (96.55%), best:    9704/10000 (97.04%), error:      1155.24341, best error:       986.59686 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 31.0579719543s, input_fired_time: 0.7907326221, output_fired_time: 0.6017367840, propagate_forward_time: 10.5597562790, propagate_backward_time: 16.4797191620, weight_update_time: 0.1420179605, other_time: 2.6260280609
epoch time: 2.6595590115s, input_fired_time: 0.1052893028, output_fired_time: 0.0000000000, propagate_forward_time: 2.1117317677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425380230
validation[          , genome  6713] predictions:    9642/  10000 (96.42%), best:    9704/10000 (97.04%), error:      1215.88867, best error:       986.59686 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 30.8628253937s, input_fired_time: 0.7822898030, output_fired_time: 0.5835440159, propagate_forward_time: 10.4907493591, propagate_backward_time: 16.4025287628, weight_update_time: 0.1422226578, other_time: 2.6037139893
epoch time: 2.6378426552s, input_fired_time: 0.1058320552, output_fired_time: 0.0000000000, propagate_forward_time: 2.0919144154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400961399
validation[          , genome  6713] predictions:    9672/  10000 (96.72%), best:    9704/10000 (97.04%), error:      1119.27051, best error:       986.59686 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 30.7810020447s, input_fired_time: 0.8082138300, output_fired_time: 0.5823156834, propagate_forward_time: 10.4964056015, propagate_backward_time: 16.3634967804, weight_update_time: 0.1371228695, other_time: 2.5305690765
epoch time: 2.6169507504s, input_fired_time: 0.1067249924, output_fired_time: 0.0000000000, propagate_forward_time: 2.0879802704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222455025
validation[          , genome  6713] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1093.17102, best error:       986.59686 on epoch:    49, 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: 12.5498743057s, input_fired_time: 0.4220913351, output_fired_time: 0.0000000000, propagate_forward_time: 10.1234655380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0043172836
best training[          , genome  6713] predictions:   49252/  50000 (98.50%), best:    9704/10000 (97.04%), error:      2793.80762, best error:       986.59686 on epoch:    49, 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: 2.3887648582s, input_fired_time: 0.0745190829, output_fired_time: 0.0000000000, propagate_forward_time: 1.9723823071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418633938
   testing[          , genome  6713] predictions:    9750/  10000 (97.50%), best:    9704/10000 (97.04%), error:       877.18964, best error:       986.59686 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:23:13 (10160): called boinc_finish(0)

</stderr_txt>
]]>