Nameexact_genome_1512568488_43_5015_0
Workunit2596361
Created7 Dec 2017, 12:50:53 UTC
Sent7 Dec 2017, 12:58:57 UTC
Report deadline12 Dec 2017, 11:01:03 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 41 min 53 sec
CPU time2 hours 40 min 49 sec
Validate stateValid
Credit1,229.53
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.23 MB
Peak swap size157.55 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1267571002, output_fired_time: 0.0000000000, propagate_forward_time: 6.5672426224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854316711
validation[          , genome  5015] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1249.78528, best error:      1249.78528 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.1180496216s, input_fired_time: 1.0085750818, output_fired_time: 0.8889998794, propagate_forward_time: 32.7062149048, propagate_backward_time: 49.6923522949, weight_update_time: 0.1345088631, other_time: 2.8219070435
epoch time: 7.1609897614s, input_fired_time: 0.1305526197, output_fired_time: 0.0000000000, propagate_forward_time: 6.5398569107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905800819
validation[          , genome  5015] predictions:    9664/  10000 (96.64%), best:    9664/10000 (96.64%), error:      1205.10229, best error:      1205.10229 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.3507385254s, input_fired_time: 1.0106014013, output_fired_time: 0.8892481327, propagate_forward_time: 32.8286781311, propagate_backward_time: 49.7810821533, weight_update_time: 0.1410342902, other_time: 2.8411216736
epoch time: 7.1482176781s, input_fired_time: 0.1244423911, output_fired_time: 0.0000000000, propagate_forward_time: 6.5412049294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825701714
validation[          , genome  5015] predictions:    9520/  10000 (95.20%), best:    9664/10000 (96.64%), error:      1603.35242, best error:      1205.10229 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.5744781494s, input_fired_time: 1.0102123022, output_fired_time: 0.9008832574, propagate_forward_time: 32.8491020203, propagate_backward_time: 50.0283966064, weight_update_time: 0.1326998025, other_time: 2.7858772278
epoch time: 7.3431572914s, input_fired_time: 0.1287803948, output_fired_time: 0.0000000000, propagate_forward_time: 6.7040691376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103077888
validation[          , genome  5015] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1148.79224, best error:      1148.79224 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 87.6084289551s, input_fired_time: 1.0208262205, output_fired_time: 0.9073190689, propagate_forward_time: 32.9158134460, propagate_backward_time: 49.9283943176, weight_update_time: 0.1345019341, other_time: 2.8360748291
epoch time: 7.1080217361s, input_fired_time: 0.1264687926, output_fired_time: 0.0000000000, propagate_forward_time: 6.4982614517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832916260
validation[          , genome  5015] predictions:    9587/  10000 (95.87%), best:    9680/10000 (96.80%), error:      1355.31946, best error:      1148.79224 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.7589340210s, input_fired_time: 1.0150535107, output_fired_time: 0.8911880851, propagate_forward_time: 32.9872093201, propagate_backward_time: 50.0468101501, weight_update_time: 0.1339281648, other_time: 2.8186721802
epoch time: 7.2860255241s, input_fired_time: 0.1382647008, output_fired_time: 0.0000000000, propagate_forward_time: 6.6437311172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040297508
validation[          , genome  5015] predictions:    9658/  10000 (96.58%), best:    9680/10000 (96.80%), error:      1211.81519, best error:      1148.79224 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.1587066650s, input_fired_time: 0.9998298883, output_fired_time: 0.9042498469, propagate_forward_time: 33.0757026672, propagate_backward_time: 50.3982734680, weight_update_time: 0.1327048391, other_time: 2.7806472778
epoch time: 7.3062043190s, input_fired_time: 0.1336514205, output_fired_time: 0.0000000000, propagate_forward_time: 6.6631774902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093755722
validation[          , genome  5015] predictions:    9618/  10000 (96.18%), best:    9680/10000 (96.80%), error:      1310.88867, best error:      1148.79224 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.0174331665s, input_fired_time: 1.0178724527, output_fired_time: 0.9038246274, propagate_forward_time: 33.0912094116, propagate_backward_time: 50.1833229065, weight_update_time: 0.1341385841, other_time: 2.8212013245
epoch time: 7.2387442589s, input_fired_time: 0.1277499199, output_fired_time: 0.0000000000, propagate_forward_time: 6.6322207451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787735939
validation[          , genome  5015] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1113.93298, best error:      1113.93298 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.8918609619s, input_fired_time: 1.0044589043, output_fired_time: 0.8989731669, propagate_forward_time: 33.0128250122, propagate_backward_time: 50.1875991821, weight_update_time: 0.1332728118, other_time: 2.7880096436
epoch time: 7.1949324608s, input_fired_time: 0.1268246919, output_fired_time: 0.0000000000, propagate_forward_time: 6.5754818916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926257133
validation[          , genome  5015] predictions:    9536/  10000 (95.36%), best:    9680/10000 (96.80%), error:      1637.69897, best error:      1113.93298 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 87.6118469238s, input_fired_time: 1.0051330328, output_fired_time: 0.8977541327, propagate_forward_time: 32.9357643127, propagate_backward_time: 49.9792327881, weight_update_time: 0.1343623698, other_time: 2.7939643860
epoch time: 7.2776422501s, input_fired_time: 0.1265882850, output_fired_time: 0.0000000000, propagate_forward_time: 6.6577010155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933528900
validation[          , genome  5015] predictions:    9634/  10000 (96.34%), best:    9680/10000 (96.80%), error:      1253.43628, best error:      1113.93298 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.1143569946s, input_fired_time: 1.0189422369, output_fired_time: 0.9179745317, propagate_forward_time: 33.4972534180, propagate_backward_time: 50.7909774780, weight_update_time: 0.1327738762, other_time: 2.8892059326
epoch time: 7.1867160797s, input_fired_time: 0.1272409856, output_fired_time: 0.0000000000, propagate_forward_time: 6.5598645210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996104240
validation[          , genome  5015] predictions:    9653/  10000 (96.53%), best:    9680/10000 (96.80%), error:      1234.85059, best error:      1113.93298 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.3395690918s, input_fired_time: 1.0024790764, output_fired_time: 0.8833882809, propagate_forward_time: 32.9080619812, propagate_backward_time: 49.7676162720, weight_update_time: 0.1335306764, other_time: 2.7780265808
epoch time: 7.2756605148s, input_fired_time: 0.1317124814, output_fired_time: 0.0000000000, propagate_forward_time: 6.6386251450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053229332
validation[          , genome  5015] predictions:    9655/  10000 (96.55%), best:    9680/10000 (96.80%), error:      1154.59851, best error:      1113.93298 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.3478012085s, input_fired_time: 0.9939571023, output_fired_time: 0.9072209001, propagate_forward_time: 33.2019844055, propagate_backward_time: 50.4702301025, weight_update_time: 0.1375597864, other_time: 2.7744102478
epoch time: 7.2442035675s, input_fired_time: 0.1264611036, output_fired_time: 0.0000000000, propagate_forward_time: 6.6134629250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042796135
validation[          , genome  5015] predictions:    9624/  10000 (96.24%), best:    9680/10000 (96.80%), error:      1287.19824, best error:      1113.93298 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.1831817627s, input_fired_time: 1.0008194447, output_fired_time: 0.8942584991, propagate_forward_time: 33.1632347107, propagate_backward_time: 50.3543128967, weight_update_time: 0.1323852837, other_time: 2.7705612183
epoch time: 7.2275729179s, input_fired_time: 0.1270841658, output_fired_time: 0.0000000000, propagate_forward_time: 6.6212444305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792442322
validation[          , genome  5015] predictions:    9662/  10000 (96.62%), best:    9680/10000 (96.80%), error:      1176.55481, best error:      1113.93298 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 87.2040939331s, input_fired_time: 1.0106902122, output_fired_time: 0.8855556846, propagate_forward_time: 32.7887039185, propagate_backward_time: 49.6998062134, weight_update_time: 0.1403490901, other_time: 2.8193359375
epoch time: 7.1958227158s, input_fired_time: 0.1300161928, output_fired_time: 0.0000000000, propagate_forward_time: 6.5641407967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016655922
validation[          , genome  5015] predictions:    9660/  10000 (96.60%), best:    9680/10000 (96.80%), error:      1171.09814, best error:      1113.93298 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.9321823120s, input_fired_time: 1.0014768839, output_fired_time: 0.8854531050, propagate_forward_time: 32.6379623413, propagate_backward_time: 49.5795707703, weight_update_time: 0.1330936998, other_time: 2.8277168274
epoch time: 7.2459058762s, input_fired_time: 0.1311180741, output_fired_time: 0.0000000000, propagate_forward_time: 6.6210923195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936952591
validation[          , genome  5015] predictions:    9684/  10000 (96.84%), best:    9680/10000 (96.80%), error:      1120.03442, best error:      1113.93298 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 87.7130126953s, input_fired_time: 1.0384000540, output_fired_time: 0.8884733319, propagate_forward_time: 32.9184875488, propagate_backward_time: 50.0022010803, weight_update_time: 0.1339498013, other_time: 2.8654518127
epoch time: 7.2920818329s, input_fired_time: 0.1350249946, output_fired_time: 0.0000000000, propagate_forward_time: 6.6543688774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026879311
validation[          , genome  5015] predictions:    9654/  10000 (96.54%), best:    9680/10000 (96.80%), error:      1227.91614, best error:      1113.93298 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 87.7824707031s, input_fired_time: 1.0079090595, output_fired_time: 0.8862608075, propagate_forward_time: 32.9627761841, propagate_backward_time: 50.1162643433, weight_update_time: 0.1324509978, other_time: 2.8092575073
epoch time: 7.1957545280s, input_fired_time: 0.1291961074, output_fired_time: 0.0000000000, propagate_forward_time: 6.5727343559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938240051
validation[          , genome  5015] predictions:    9649/  10000 (96.49%), best:    9680/10000 (96.80%), error:      1184.99377, best error:      1113.93298 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 87.5622329712s, input_fired_time: 1.0016067028, output_fired_time: 0.8994047642, propagate_forward_time: 32.9223442078, propagate_backward_time: 49.9019279480, weight_update_time: 0.1415439844, other_time: 2.8369445801
epoch time: 7.0977931023s, input_fired_time: 0.1259918064, output_fired_time: 0.0000000000, propagate_forward_time: 6.4768362045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949650764
validation[          , genome  5015] predictions:    9651/  10000 (96.51%), best:    9680/10000 (96.80%), error:      1225.43201, best error:      1113.93298 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 87.3046798706s, input_fired_time: 1.0083905458, output_fired_time: 0.8859685063, propagate_forward_time: 32.7584609985, propagate_backward_time: 49.8356819153, weight_update_time: 0.1404555887, other_time: 2.8161735535
epoch time: 7.2206282616s, input_fired_time: 0.1334964484, output_fired_time: 0.0000000000, propagate_forward_time: 6.5962347984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908971786
validation[          , genome  5015] predictions:    9634/  10000 (96.34%), best:    9680/10000 (96.80%), error:      1225.09961, best error:      1113.93298 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.5556793213s, input_fired_time: 1.0018796921, output_fired_time: 0.8943119049, propagate_forward_time: 32.9486808777, propagate_backward_time: 49.9355545044, weight_update_time: 0.1330950707, other_time: 2.7752571106
epoch time: 7.1411781311s, input_fired_time: 0.1363119781, output_fired_time: 0.0000000000, propagate_forward_time: 6.5175881386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872779846
validation[          , genome  5015] predictions:    9630/  10000 (96.30%), best:    9680/10000 (96.80%), error:      1275.43140, best error:      1113.93298 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.2749099731s, input_fired_time: 1.0117515326, output_fired_time: 0.8912956715, propagate_forward_time: 32.7797508240, propagate_backward_time: 49.7481956482, weight_update_time: 0.1387636065, other_time: 2.8439178467
epoch time: 7.2394890785s, input_fired_time: 0.1336421221, output_fired_time: 0.0000000000, propagate_forward_time: 6.6057581902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000886917
validation[          , genome  5015] predictions:    9640/  10000 (96.40%), best:    9680/10000 (96.80%), error:      1226.47449, best error:      1113.93298 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 87.7476272583s, input_fired_time: 1.0215584040, output_fired_time: 0.9111049175, propagate_forward_time: 32.9268798828, propagate_backward_time: 50.0437431335, weight_update_time: 0.1352498680, other_time: 2.8443412781
epoch time: 7.2925052643s, input_fired_time: 0.1346146166, output_fired_time: 0.0000000000, propagate_forward_time: 6.6386165619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192742348
validation[          , genome  5015] predictions:    9646/  10000 (96.46%), best:    9680/10000 (96.80%), error:      1164.62451, best error:      1113.93298 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 87.3401412964s, input_fired_time: 1.0050150156, output_fired_time: 0.8941953182, propagate_forward_time: 32.8296279907, propagate_backward_time: 49.7929954529, weight_update_time: 0.1378854066, other_time: 2.8183097839
epoch time: 7.2317047119s, input_fired_time: 0.1300829053, output_fired_time: 0.0000000000, propagate_forward_time: 6.6071090698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945125580
validation[          , genome  5015] predictions:    9608/  10000 (96.08%), best:    9680/10000 (96.80%), error:      1281.90295, best error:      1113.93298 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.6045455933s, input_fired_time: 1.0195815563, output_fired_time: 0.8936125636, propagate_forward_time: 33.2602233887, propagate_backward_time: 50.6431999207, weight_update_time: 0.1377401054, other_time: 2.7879219055
epoch time: 7.1226358414s, input_fired_time: 0.1312581748, output_fired_time: 0.0000000000, propagate_forward_time: 6.4972600937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941177368
validation[          , genome  5015] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1105.05261, best error:      1105.05261 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.4273681641s, input_fired_time: 1.0161736012, output_fired_time: 0.9137170911, propagate_forward_time: 33.1440162659, propagate_backward_time: 50.5355262756, weight_update_time: 0.1333839148, other_time: 2.8179321289
epoch time: 7.2634420395s, input_fired_time: 0.1297656447, output_fired_time: 0.0000000000, propagate_forward_time: 6.6452255249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884510040
validation[          , genome  5015] predictions:    9667/  10000 (96.67%), best:    9685/10000 (96.85%), error:      1136.23230, best error:      1105.05261 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 87.2659378052s, input_fired_time: 1.0102835894, output_fired_time: 0.8848438263, propagate_forward_time: 32.8137664795, propagate_backward_time: 49.7495574951, weight_update_time: 0.1338025481, other_time: 2.8074874878
epoch time: 7.1795506477s, input_fired_time: 0.1315210164, output_fired_time: 0.0000000000, propagate_forward_time: 6.5470976830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009317398
validation[          , genome  5015] predictions:    9670/  10000 (96.70%), best:    9685/10000 (96.85%), error:      1134.50439, best error:      1105.05261 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.0892410278s, input_fired_time: 1.0281620026, output_fired_time: 0.9196956754, propagate_forward_time: 33.0761222839, propagate_backward_time: 50.2393150330, weight_update_time: 0.1349411011, other_time: 2.8259506226
epoch time: 7.2029585838s, input_fired_time: 0.1326647103, output_fired_time: 0.0000000000, propagate_forward_time: 6.5746536255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956402779
validation[          , genome  5015] predictions:    9595/  10000 (95.95%), best:    9685/10000 (96.85%), error:      1306.90320, best error:      1105.05261 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.6506958008s, input_fired_time: 1.0071223974, output_fired_time: 0.8919036388, propagate_forward_time: 32.9635810852, propagate_backward_time: 49.9922256470, weight_update_time: 0.1385345161, other_time: 2.7958564758
epoch time: 7.2230343819s, input_fired_time: 0.1303312033, output_fired_time: 0.0000000000, propagate_forward_time: 6.5761423111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165610313
validation[          , genome  5015] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1074.67224, best error:      1074.67224 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.0768737793s, input_fired_time: 1.0287917852, output_fired_time: 0.8846630454, propagate_forward_time: 33.1511573792, propagate_backward_time: 50.1575927734, weight_update_time: 0.1336609721, other_time: 2.8546638489
epoch time: 7.3062562943s, input_fired_time: 0.1296695173, output_fired_time: 0.0000000000, propagate_forward_time: 6.6791357994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974508286
validation[          , genome  5015] predictions:    9681/  10000 (96.81%), best:    9687/10000 (96.87%), error:      1075.38672, best error:      1074.67224 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 87.4830703735s, input_fired_time: 1.0242539644, output_fired_time: 0.9007155895, propagate_forward_time: 32.8768692017, propagate_backward_time: 49.8485565186, weight_update_time: 0.1346857846, other_time: 2.8326721191
epoch time: 7.1458702087s, input_fired_time: 0.1308207065, output_fired_time: 0.0000000000, propagate_forward_time: 6.5240774155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909720421
validation[          , genome  5015] predictions:    9670/  10000 (96.70%), best:    9687/10000 (96.87%), error:      1117.14929, best error:      1074.67224 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.0480422974s, input_fired_time: 1.0026693344, output_fired_time: 0.8803269863, propagate_forward_time: 32.6680870056, propagate_backward_time: 49.6690940857, weight_update_time: 0.1343859732, other_time: 2.8278656006
epoch time: 7.3737506866s, input_fired_time: 0.1359996796, output_fired_time: 0.0000000000, propagate_forward_time: 6.7383580208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993929863
validation[          , genome  5015] predictions:    9589/  10000 (95.89%), best:    9687/10000 (96.87%), error:      1361.40369, best error:      1074.67224 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.4452056885s, input_fired_time: 1.0255595446, output_fired_time: 0.9121434689, propagate_forward_time: 32.8372306824, propagate_backward_time: 49.8445854187, weight_update_time: 0.1349633783, other_time: 2.8256912231
epoch time: 7.2889242172s, input_fired_time: 0.1305375695, output_fired_time: 0.0000000000, propagate_forward_time: 6.6701960564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881906509
validation[          , genome  5015] predictions:    9685/  10000 (96.85%), best:    9687/10000 (96.87%), error:      1096.08630, best error:      1074.67224 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 87.0405197144s, input_fired_time: 1.0208822489, output_fired_time: 0.8830341697, propagate_forward_time: 32.6154747009, propagate_backward_time: 49.6744422913, weight_update_time: 0.1336655021, other_time: 2.8466873169
epoch time: 7.3652353287s, input_fired_time: 0.1488981992, output_fired_time: 0.0000000000, propagate_forward_time: 6.6930723190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232648849
validation[          , genome  5015] predictions:    9660/  10000 (96.60%), best:    9687/10000 (96.87%), error:      1139.99182, best error:      1074.67224 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 87.1677322388s, input_fired_time: 1.0158382654, output_fired_time: 0.8841208816, propagate_forward_time: 32.7293968201, propagate_backward_time: 49.7153854370, weight_update_time: 0.1329597086, other_time: 2.8229942322
epoch time: 7.1684246063s, input_fired_time: 0.1308841109, output_fired_time: 0.0000000000, propagate_forward_time: 6.5485796928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889607430
validation[          , genome  5015] predictions:    9607/  10000 (96.07%), best:    9687/10000 (96.87%), error:      1336.93689, best error:      1074.67224 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.1812210083s, input_fired_time: 1.0283751488, output_fired_time: 0.9098377228, propagate_forward_time: 33.5222320557, propagate_backward_time: 50.8232269287, weight_update_time: 0.1403817087, other_time: 2.8975524902
epoch time: 7.2000188828s, input_fired_time: 0.1333067864, output_fired_time: 0.0000000000, propagate_forward_time: 6.5842370987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824748039
validation[          , genome  5015] predictions:    9648/  10000 (96.48%), best:    9687/10000 (96.87%), error:      1192.97314, best error:      1074.67224 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 87.9100265503s, input_fired_time: 1.0165344477, output_fired_time: 0.9017192125, propagate_forward_time: 33.0285606384, propagate_backward_time: 50.2163810730, weight_update_time: 0.1318143159, other_time: 2.7468338013
epoch time: 7.2500505447s, input_fired_time: 0.1291250288, output_fired_time: 0.0000000000, propagate_forward_time: 6.6253051758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956202507
validation[          , genome  5015] predictions:    9642/  10000 (96.42%), best:    9687/10000 (96.87%), error:      1186.97437, best error:      1074.67224 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.9775390625s, input_fired_time: 1.0238405466, output_fired_time: 0.8831794858, propagate_forward_time: 32.6436767578, propagate_backward_time: 49.6062164307, weight_update_time: 0.1351296008, other_time: 2.8206253052
epoch time: 7.2160515785s, input_fired_time: 0.1339030862, output_fired_time: 0.0000000000, propagate_forward_time: 6.5908765793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912719727
validation[          , genome  5015] predictions:    9666/  10000 (96.66%), best:    9687/10000 (96.87%), error:      1122.68909, best error:      1074.67224 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.5569458008s, input_fired_time: 1.0136340857, output_fired_time: 0.9054500461, propagate_forward_time: 32.8753089905, propagate_backward_time: 49.9388809204, weight_update_time: 0.1390174180, other_time: 2.8236732483
epoch time: 7.2964415550s, input_fired_time: 0.1315619946, output_fired_time: 0.0000000000, propagate_forward_time: 6.6663966179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984831810
validation[          , genome  5015] predictions:    9659/  10000 (96.59%), best:    9687/10000 (96.87%), error:      1131.66162, best error:      1074.67224 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 87.1935272217s, input_fired_time: 1.0114688873, output_fired_time: 0.8868592978, propagate_forward_time: 32.7557525635, propagate_backward_time: 49.7332649231, weight_update_time: 0.1387801170, other_time: 2.8061866760
epoch time: 7.1951236725s, input_fired_time: 0.1315924823, output_fired_time: 0.0000000000, propagate_forward_time: 6.5739130974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896183014
validation[          , genome  5015] predictions:    9601/  10000 (96.01%), best:    9687/10000 (96.87%), error:      1428.32520, best error:      1074.67224 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.3809509277s, input_fired_time: 1.0192183256, output_fired_time: 0.8797475696, propagate_forward_time: 32.8516082764, propagate_backward_time: 49.8278045654, weight_update_time: 0.1337507218, other_time: 2.8025741577
epoch time: 7.2160449028s, input_fired_time: 0.1278551072, output_fired_time: 0.0000000000, propagate_forward_time: 6.5986399651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895496368
validation[          , genome  5015] predictions:    9662/  10000 (96.62%), best:    9687/10000 (96.87%), error:      1137.31897, best error:      1074.67224 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 89.0446243286s, input_fired_time: 1.0268377066, output_fired_time: 0.9055109024, propagate_forward_time: 33.4055099487, propagate_backward_time: 50.8452796936, weight_update_time: 0.1345753819, other_time: 2.8614845276
epoch time: 7.2478899956s, input_fired_time: 0.1305660754, output_fired_time: 0.0000000000, propagate_forward_time: 6.6284337044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888901711
validation[          , genome  5015] predictions:    9635/  10000 (96.35%), best:    9687/10000 (96.87%), error:      1248.21204, best error:      1074.67224 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.4734573364s, input_fired_time: 1.0199953318, output_fired_time: 0.8981054425, propagate_forward_time: 32.8659095764, propagate_backward_time: 49.8728675842, weight_update_time: 0.1336034238, other_time: 2.8165817261
epoch time: 7.1623845100s, input_fired_time: 0.1327269822, output_fired_time: 0.0000000000, propagate_forward_time: 6.5389142036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907431602
validation[          , genome  5015] predictions:    9648/  10000 (96.48%), best:    9687/10000 (96.87%), error:      1135.30664, best error:      1074.67224 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.5512313843s, input_fired_time: 0.9953995943, output_fired_time: 0.8914420605, propagate_forward_time: 32.9390716553, propagate_backward_time: 49.9641380310, weight_update_time: 0.1374644041, other_time: 2.7611808777
epoch time: 7.2192449570s, input_fired_time: 0.1306127906, output_fired_time: 0.0000000000, propagate_forward_time: 6.5989747047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896574020
validation[          , genome  5015] predictions:    9614/  10000 (96.14%), best:    9687/10000 (96.87%), error:      1321.64246, best error:      1074.67224 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.6966705322s, input_fired_time: 1.0281693935, output_fired_time: 0.8902544975, propagate_forward_time: 32.9361877441, propagate_backward_time: 50.0663604736, weight_update_time: 0.1328600943, other_time: 2.7757034302
epoch time: 7.2062306404s, input_fired_time: 0.1340502799, output_fired_time: 0.0000000000, propagate_forward_time: 6.5825266838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896535873
validation[          , genome  5015] predictions:    9586/  10000 (95.86%), best:    9687/10000 (96.87%), error:      1341.46497, best error:      1074.67224 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 87.1144943237s, input_fired_time: 1.0102657080, output_fired_time: 0.8899251819, propagate_forward_time: 32.7430114746, propagate_backward_time: 49.6976890564, weight_update_time: 0.1326962560, other_time: 2.7736015320
epoch time: 7.1378564835s, input_fired_time: 0.1291162521, output_fired_time: 0.0000000000, propagate_forward_time: 6.5297942162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789462090
validation[          , genome  5015] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1060.72864, best error:      1060.72864 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 87.6697769165s, input_fired_time: 1.0352008343, output_fired_time: 0.8917996883, propagate_forward_time: 32.9977874756, propagate_backward_time: 49.9683799744, weight_update_time: 0.1329253316, other_time: 2.7766075134
epoch time: 7.3921928406s, input_fired_time: 0.1338172257, output_fired_time: 0.0000000000, propagate_forward_time: 6.7492146492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091609955
validation[          , genome  5015] predictions:    9660/  10000 (96.60%), best:    9690/10000 (96.90%), error:      1118.48889, best error:      1060.72864 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 87.0782623291s, input_fired_time: 1.0220633745, output_fired_time: 0.8825494647, propagate_forward_time: 32.7062492371, propagate_backward_time: 49.6551475525, weight_update_time: 0.1328305006, other_time: 2.8122482300
epoch time: 7.3260059357s, input_fired_time: 0.1347319037, output_fired_time: 0.0000000000, propagate_forward_time: 6.6857643127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055098534
validation[          , genome  5015] predictions:    9660/  10000 (96.60%), best:    9690/10000 (96.90%), error:      1162.16931, best error:      1060.72864 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 87.7532577515s, input_fired_time: 1.0348887444, output_fired_time: 0.8911431432, propagate_forward_time: 33.0445327759, propagate_backward_time: 49.9410591125, weight_update_time: 0.1343208104, other_time: 2.8416328430
epoch time: 7.1564459801s, input_fired_time: 0.1287794858, output_fired_time: 0.0000000000, propagate_forward_time: 6.5438647270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838018417
validation[          , genome  5015] predictions:    9548/  10000 (95.48%), best:    9690/10000 (96.90%), error:      1458.00854, best error:      1060.72864 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.5432434082s, input_fired_time: 1.0151197910, output_fired_time: 0.8903008699, propagate_forward_time: 32.9353713989, propagate_backward_time: 49.8854446411, weight_update_time: 0.1327882260, other_time: 2.8170013428
epoch time: 7.0231847763s, input_fired_time: 0.1382779032, output_fired_time: 0.0000000000, propagate_forward_time: 6.3970365524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878702164
validation[          , genome  5015] predictions:    9653/  10000 (96.53%), best:    9690/10000 (96.90%), error:      1172.74597, best error:      1060.72864 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.4106674194s, input_fired_time: 1.0187538862, output_fired_time: 0.8864741921, propagate_forward_time: 32.8952484131, propagate_backward_time: 49.8017959595, weight_update_time: 0.1322676837, other_time: 2.8083953857
epoch time: 7.2007012367s, input_fired_time: 0.1322059184, output_fired_time: 0.0000000000, propagate_forward_time: 6.5735177994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949774742
validation[          , genome  5015] predictions:    9652/  10000 (96.52%), best:    9690/10000 (96.90%), error:      1197.42419, best error:      1060.72864 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.4280395508s, input_fired_time: 1.0190851688, output_fired_time: 0.8982632160, propagate_forward_time: 32.8557968140, propagate_backward_time: 49.8687934875, weight_update_time: 0.1329140067, other_time: 2.7860984802
epoch time: 7.3178772926s, input_fired_time: 0.1313722581, output_fired_time: 0.0000000000, propagate_forward_time: 6.6894454956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970593452
validation[          , genome  5015] predictions:    9610/  10000 (96.10%), best:    9690/10000 (96.90%), error:      1263.30261, best error:      1060.72864 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.3540573120s, input_fired_time: 1.0265555382, output_fired_time: 0.8869964480, propagate_forward_time: 32.7918052673, propagate_backward_time: 49.8414726257, weight_update_time: 0.1333094835, other_time: 2.8072280884
epoch time: 7.0485291481s, input_fired_time: 0.1255617142, output_fired_time: 0.0000000000, propagate_forward_time: 6.4374260902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855413437
validation[          , genome  5015] predictions:    9667/  10000 (96.67%), best:    9690/10000 (96.90%), error:      1167.37537, best error:      1060.72864 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.1968383789s, input_fired_time: 1.0269521475, output_fired_time: 0.8967499733, propagate_forward_time: 32.7389564514, propagate_backward_time: 49.7071304321, weight_update_time: 0.1348080933, other_time: 2.8270454407
epoch time: 7.5347118378s, input_fired_time: 0.1371291727, output_fired_time: 0.0000000000, propagate_forward_time: 6.8708567619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267257690
validation[          , genome  5015] predictions:    9525/  10000 (95.25%), best:    9690/10000 (96.90%), error:      1673.85889, best error:      1060.72864 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.0042495728s, input_fired_time: 1.0276055336, output_fired_time: 0.9013506174, propagate_forward_time: 33.3352165222, propagate_backward_time: 50.8615760803, weight_update_time: 0.1417771578, other_time: 2.8785018921
epoch time: 7.1506576538s, input_fired_time: 0.1323958933, output_fired_time: 0.0000000000, propagate_forward_time: 6.5268249512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914369583
validation[          , genome  5015] predictions:    9623/  10000 (96.23%), best:    9690/10000 (96.90%), error:      1324.49329, best error:      1060.72864 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 87.0813522339s, input_fired_time: 1.0316363573, output_fired_time: 0.8803240061, propagate_forward_time: 32.6647071838, propagate_backward_time: 49.6772880554, weight_update_time: 0.1337421238, other_time: 2.8273925781
epoch time: 7.3439068794s, input_fired_time: 0.1405906677, output_fired_time: 0.0000000000, propagate_forward_time: 6.6907424927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125737190
validation[          , genome  5015] predictions:    9684/  10000 (96.84%), best:    9690/10000 (96.90%), error:      1097.93347, best error:      1060.72864 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 87.8893280029s, input_fired_time: 1.0490760803, output_fired_time: 0.8909807801, propagate_forward_time: 32.9862213135, propagate_backward_time: 50.1702766418, weight_update_time: 0.1329989433, other_time: 2.7927742004
epoch time: 7.2170305252s, input_fired_time: 0.1325528771, output_fired_time: 0.0000000000, propagate_forward_time: 6.5905113220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939661026
validation[          , genome  5015] predictions:    9675/  10000 (96.75%), best:    9690/10000 (96.90%), error:      1083.56213, best error:      1060.72864 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 87.8808670044s, input_fired_time: 1.0185302496, output_fired_time: 0.8911218643, propagate_forward_time: 33.0306434631, propagate_backward_time: 50.1521415710, weight_update_time: 0.1330872476, other_time: 2.7884292603
epoch time: 7.3132557869s, input_fired_time: 0.1367346048, output_fired_time: 0.0000000000, propagate_forward_time: 6.6691751480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073461533
validation[          , genome  5015] predictions:    9668/  10000 (96.68%), best:    9690/10000 (96.90%), error:      1070.43323, best error:      1060.72864 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.8513793945s, input_fired_time: 1.0414479971, output_fired_time: 0.8949467540, propagate_forward_time: 33.0950241089, propagate_backward_time: 50.0876159668, weight_update_time: 0.1321023852, other_time: 2.7323455811
epoch time: 7.2519392967s, input_fired_time: 0.1322447956, output_fired_time: 0.0000000000, propagate_forward_time: 6.6232633591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964313507
validation[          , genome  5015] predictions:    9684/  10000 (96.84%), best:    9690/10000 (96.90%), error:      1060.84045, best error:      1060.72864 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.4186553955s, input_fired_time: 1.0191333294, output_fired_time: 0.8716344237, propagate_forward_time: 32.4168777466, propagate_backward_time: 49.2513198853, weight_update_time: 0.1336983889, other_time: 2.8596878052
epoch time: 7.2766609192s, input_fired_time: 0.1298319995, output_fired_time: 0.0000000000, propagate_forward_time: 6.6525635719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942655563
validation[          , genome  5015] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1048.70642, best error:      1048.70642 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.9845581055s, input_fired_time: 1.0414929390, output_fired_time: 0.8939066529, propagate_forward_time: 33.7649307251, propagate_backward_time: 51.4013710022, weight_update_time: 0.1339029372, other_time: 2.8828544617
epoch time: 7.4264650345s, input_fired_time: 0.1339694709, output_fired_time: 0.0000000000, propagate_forward_time: 6.7684340477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240616798
validation[          , genome  5015] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1094.67944, best error:      1048.70642 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 88.0955276489s, input_fired_time: 1.0208375454, output_fired_time: 0.8892089128, propagate_forward_time: 33.1083335876, propagate_backward_time: 50.2906150818, weight_update_time: 0.1387769282, other_time: 2.7865371704
epoch time: 7.1960868835s, input_fired_time: 0.1336392015, output_fired_time: 0.0000000000, propagate_forward_time: 6.5685157776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939317703
validation[          , genome  5015] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1212.50317, best error:      1048.70642 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 87.6555786133s, input_fired_time: 1.0231070518, output_fired_time: 0.8926876187, propagate_forward_time: 32.8670845032, propagate_backward_time: 50.0909385681, weight_update_time: 0.1407263130, other_time: 2.7817611694
epoch time: 7.3776669502s, input_fired_time: 0.1316957772, output_fired_time: 0.0000000000, propagate_forward_time: 6.7360525131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099186897
validation[          , genome  5015] predictions:    9660/  10000 (96.60%), best:    9705/10000 (97.05%), error:      1175.59241, best error:      1048.70642 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 87.1904220581s, input_fired_time: 1.0416617393, output_fired_time: 0.8926377296, propagate_forward_time: 32.7444152832, propagate_backward_time: 49.7027778625, weight_update_time: 0.1346304864, other_time: 2.8089256287
epoch time: 7.2828445435s, input_fired_time: 0.1356052905, output_fired_time: 0.0000000000, propagate_forward_time: 6.6488280296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984111786
validation[          , genome  5015] predictions:    9649/  10000 (96.49%), best:    9705/10000 (97.05%), error:      1203.74170, best error:      1048.70642 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.0492401123s, input_fired_time: 1.0319079161, output_fired_time: 0.8941473365, propagate_forward_time: 32.6455993652, propagate_backward_time: 49.6403617859, weight_update_time: 0.1349816471, other_time: 2.8372230530
epoch time: 7.1415324211s, input_fired_time: 0.1338007897, output_fired_time: 0.0000000000, propagate_forward_time: 6.5305910110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771404266
validation[          , genome  5015] predictions:    9632/  10000 (96.32%), best:    9705/10000 (97.05%), error:      1199.16492, best error:      1048.70642 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.1177291870s, input_fired_time: 1.0236928463, output_fired_time: 0.8869665265, propagate_forward_time: 32.6971778870, propagate_backward_time: 49.6889724731, weight_update_time: 0.1404678971, other_time: 2.8209266663
epoch time: 7.2203197479s, input_fired_time: 0.1314871758, output_fired_time: 0.0000000000, propagate_forward_time: 6.5920104980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968218803
validation[          , genome  5015] predictions:    9681/  10000 (96.81%), best:    9705/10000 (97.05%), error:      1105.80396, best error:      1048.70642 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.4987640381s, input_fired_time: 1.0353447199, output_fired_time: 0.9167842269, propagate_forward_time: 33.2227287292, propagate_backward_time: 50.4683074951, weight_update_time: 0.1340313852, other_time: 2.8555946350
epoch time: 7.3902440071s, input_fired_time: 0.1361334771, output_fired_time: 0.0000000000, propagate_forward_time: 6.7338614464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202488899
validation[          , genome  5015] predictions:    9637/  10000 (96.37%), best:    9705/10000 (97.05%), error:      1200.45496, best error:      1048.70642 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.3661041260s, input_fired_time: 1.0432991982, output_fired_time: 0.8983891010, propagate_forward_time: 33.2810363770, propagate_backward_time: 50.2913284302, weight_update_time: 0.1330928206, other_time: 2.8520507813
epoch time: 7.1882328987s, input_fired_time: 0.1362429857, output_fired_time: 0.0000000000, propagate_forward_time: 6.5531463623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988436699
validation[          , genome  5015] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1187.19287, best error:      1048.70642 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 87.2640533447s, input_fired_time: 1.0216236115, output_fired_time: 0.8826289177, propagate_forward_time: 32.6916770935, propagate_backward_time: 49.8284835815, weight_update_time: 0.1336491853, other_time: 2.8396415710
epoch time: 7.2892827988s, input_fired_time: 0.1417065859, output_fired_time: 0.0000000000, propagate_forward_time: 6.6522474289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953289032
validation[          , genome  5015] predictions:    9667/  10000 (96.67%), best:    9705/10000 (97.05%), error:      1102.32886, best error:      1048.70642 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 87.9440765381s, input_fired_time: 1.0402708054, output_fired_time: 0.9080060720, propagate_forward_time: 33.0332221985, propagate_backward_time: 50.1613655090, weight_update_time: 0.1341242939, other_time: 2.8012161255
epoch time: 7.2360234261s, input_fired_time: 0.1346911788, output_fired_time: 0.0000000000, propagate_forward_time: 6.6034755707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978566170
validation[          , genome  5015] predictions:    9646/  10000 (96.46%), best:    9705/10000 (97.05%), error:      1172.84851, best error:      1048.70642 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.1059188843s, input_fired_time: 1.0472315550, output_fired_time: 0.8826246262, propagate_forward_time: 32.6895790100, propagate_backward_time: 49.6758842468, weight_update_time: 0.1332917511, other_time: 2.8106002808
epoch time: 7.1823267937s, input_fired_time: 0.1344800144, output_fired_time: 0.0000000000, propagate_forward_time: 6.5648851395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829616547
validation[          , genome  5015] predictions:    9627/  10000 (96.27%), best:    9705/10000 (97.05%), error:      1288.43542, best error:      1048.70642 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.2503967285s, input_fired_time: 1.0270389318, output_fired_time: 0.8838999867, propagate_forward_time: 32.7107429504, propagate_backward_time: 49.8177909851, weight_update_time: 0.1335911006, other_time: 2.8109207153
epoch time: 7.1750125885s, input_fired_time: 0.1345369965, output_fired_time: 0.0000000000, propagate_forward_time: 6.5345396996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059356689
validation[          , genome  5015] predictions:    9678/  10000 (96.78%), best:    9705/10000 (97.05%), error:      1105.01880, best error:      1048.70642 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.1611862183s, input_fired_time: 1.0302956104, output_fired_time: 0.9073550105, propagate_forward_time: 33.0581588745, propagate_backward_time: 50.3279380798, weight_update_time: 0.1414331794, other_time: 2.8374366760
epoch time: 7.1463608742s, input_fired_time: 0.1361348331, output_fired_time: 0.0000000000, propagate_forward_time: 6.5182538033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919724464
validation[          , genome  5015] predictions:    9632/  10000 (96.32%), best:    9705/10000 (97.05%), error:      1265.62500, best error:      1048.70642 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.5518493652s, input_fired_time: 1.0705008507, output_fired_time: 0.9122228026, propagate_forward_time: 33.2172355652, propagate_backward_time: 50.4591522217, weight_update_time: 0.1474571973, other_time: 2.8927345276
epoch time: 7.1577296257s, input_fired_time: 0.1333041191, output_fired_time: 0.0000000000, propagate_forward_time: 6.5405464172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838790894
validation[          , genome  5015] predictions:    9667/  10000 (96.67%), best:    9705/10000 (97.05%), error:      1121.98303, best error:      1048.70642 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.4727935791s, input_fired_time: 1.0249198675, output_fired_time: 0.9037532210, propagate_forward_time: 32.8521919250, propagate_backward_time: 49.9171943665, weight_update_time: 0.1368975937, other_time: 2.7747344971
epoch time: 7.1626138687s, input_fired_time: 0.1351523697, output_fired_time: 0.0000000000, propagate_forward_time: 6.5362291336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912323952
validation[          , genome  5015] predictions:    9652/  10000 (96.52%), best:    9705/10000 (97.05%), error:      1154.33447, best error:      1048.70642 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.9770050049s, input_fired_time: 1.0251665115, output_fired_time: 0.8986194730, propagate_forward_time: 33.0352668762, propagate_backward_time: 50.2470588684, weight_update_time: 0.1319872737, other_time: 2.7708892822
epoch time: 7.2146468163s, input_fired_time: 0.1303006858, output_fired_time: 0.0000000000, propagate_forward_time: 6.5983357430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860105515
validation[          , genome  5015] predictions:    9664/  10000 (96.64%), best:    9705/10000 (97.05%), error:      1127.81128, best error:      1048.70642 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 87.4694290161s, input_fired_time: 1.0326691866, output_fired_time: 0.8924646974, propagate_forward_time: 32.8510169983, propagate_backward_time: 49.8839416504, weight_update_time: 0.1400655657, other_time: 2.8093376160
epoch time: 7.2403998375s, input_fired_time: 0.1356801093, output_fired_time: 0.0000000000, propagate_forward_time: 6.6150422096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896774292
validation[          , genome  5015] predictions:    9675/  10000 (96.75%), best:    9705/10000 (97.05%), error:      1112.26721, best error:      1048.70642 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 87.6369094849s, input_fired_time: 1.0452642441, output_fired_time: 0.8967680931, propagate_forward_time: 32.8772544861, propagate_backward_time: 50.0341339111, weight_update_time: 0.1342604458, other_time: 2.7834892273
epoch time: 7.1908845901s, input_fired_time: 0.1353773177, output_fired_time: 0.0000000000, propagate_forward_time: 6.5547971725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007100105
validation[          , genome  5015] predictions:    9631/  10000 (96.31%), best:    9705/10000 (97.05%), error:      1202.67151, best error:      1048.70642 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 87.4832305908s, input_fired_time: 1.0442025661, output_fired_time: 0.9004966021, propagate_forward_time: 32.7912139893, propagate_backward_time: 49.8985939026, weight_update_time: 0.1348571777, other_time: 2.8487205505
epoch time: 7.1998791695s, input_fired_time: 0.1362374872, output_fired_time: 0.0000000000, propagate_forward_time: 6.5718722343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917693138
validation[          , genome  5015] predictions:    9570/  10000 (95.70%), best:    9705/10000 (97.05%), error:      1479.77905, best error:      1048.70642 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.6391067505s, input_fired_time: 1.0451228619, output_fired_time: 0.9010103941, propagate_forward_time: 33.7053794861, propagate_backward_time: 51.1099014282, weight_update_time: 0.1332006902, other_time: 2.8776969910
epoch time: 7.2362561226s, input_fired_time: 0.1361882836, output_fired_time: 0.0000000000, propagate_forward_time: 6.6103291512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4897384644
validation[          , genome  5015] predictions:    9634/  10000 (96.34%), best:    9705/10000 (97.05%), error:      1257.05688, best error:      1048.70642 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 87.5462493896s, input_fired_time: 1.0463538170, output_fired_time: 0.8952780962, propagate_forward_time: 32.9033355713, propagate_backward_time: 49.9409751892, weight_update_time: 0.1353406906, other_time: 2.7603034973
epoch time: 7.1244106293s, input_fired_time: 0.1338682920, output_fired_time: 0.0000000000, propagate_forward_time: 6.5053725243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851698875
validation[          , genome  5015] predictions:    9642/  10000 (96.42%), best:    9705/10000 (97.05%), error:      1171.25830, best error:      1048.70642 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.2288589478s, input_fired_time: 1.0285425186, output_fired_time: 0.9019119740, propagate_forward_time: 33.1829032898, propagate_backward_time: 50.3372001648, weight_update_time: 0.1320094764, other_time: 2.7783050537
epoch time: 7.3890800476s, input_fired_time: 0.1378773004, output_fired_time: 0.0000000000, propagate_forward_time: 6.7628479004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883546829
validation[          , genome  5015] predictions:    9628/  10000 (96.28%), best:    9705/10000 (97.05%), error:      1206.25012, best error:      1048.70642 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 87.8338088989s, input_fired_time: 1.0089043379, output_fired_time: 0.8939073682, propagate_forward_time: 32.9799079895, propagate_backward_time: 50.1327018738, weight_update_time: 0.1377047002, other_time: 2.8183898926
epoch time: 7.2171220779s, input_fired_time: 0.1340160370, output_fired_time: 0.0000000000, propagate_forward_time: 6.6012005806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819054604
validation[          , genome  5015] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:      1099.42505, best error:      1048.70642 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.1158905029s, input_fired_time: 1.0318330526, output_fired_time: 0.8994985223, propagate_forward_time: 33.0650825500, propagate_backward_time: 50.2864494324, weight_update_time: 0.1328017116, other_time: 2.8330307007
epoch time: 7.1714401245s, input_fired_time: 0.1320573092, output_fired_time: 0.0000000000, propagate_forward_time: 6.5543766022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850063324
validation[          , genome  5015] predictions:    9650/  10000 (96.50%), best:    9705/10000 (97.05%), error:      1174.89771, best error:      1048.70642 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 87.7934341431s, input_fired_time: 1.0340886116, output_fired_time: 0.8923191428, propagate_forward_time: 33.0111465454, propagate_backward_time: 50.0674743652, weight_update_time: 0.1412113309, other_time: 2.7884063721
epoch time: 7.2420201302s, input_fired_time: 0.1320193857, output_fired_time: 0.0000000000, propagate_forward_time: 6.6165728569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934277534
validation[          , genome  5015] predictions:    9658/  10000 (96.58%), best:    9705/10000 (97.05%), error:      1157.06274, best error:      1048.70642 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.2699737549s, input_fired_time: 1.0599837303, output_fired_time: 0.9008503556, propagate_forward_time: 33.4976654053, propagate_backward_time: 50.9878158569, weight_update_time: 0.1324137449, other_time: 2.8236618042
epoch time: 7.4376568794s, input_fired_time: 0.1452317089, output_fired_time: 0.0000000000, propagate_forward_time: 6.7737445831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186805725
validation[          , genome  5015] predictions:    9674/  10000 (96.74%), best:    9705/10000 (97.05%), error:      1113.90149, best error:      1048.70642 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.1060943604s, input_fired_time: 1.0349197388, output_fired_time: 0.9023931623, propagate_forward_time: 33.0583534241, propagate_backward_time: 50.3335990906, weight_update_time: 0.1319698691, other_time: 2.7768325806
epoch time: 7.1117711067s, input_fired_time: 0.1323151141, output_fired_time: 0.0000000000, propagate_forward_time: 6.5012521744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782037735
validation[          , genome  5015] predictions:    9657/  10000 (96.57%), best:    9705/10000 (97.05%), error:      1220.22119, best error:      1048.70642 on epoch:    73, 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: 36.3012580872s, input_fired_time: 0.6644847393, output_fired_time: 0.0000000000, propagate_forward_time: 33.0401268005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5966453552
best training[          , genome  5015] predictions:   49262/  50000 (98.52%), best:    9705/10000 (97.05%), error:      2704.27466, best error:      1048.70642 on epoch:    73, 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: 6.9177303314s, input_fired_time: 0.1283923835, output_fired_time: 0.0000000000, propagate_forward_time: 6.3108210564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785170555
   testing[          , genome  5015] predictions:    9735/  10000 (97.35%), best:    9705/10000 (97.05%), error:       896.87927, best error:      1048.70642 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:09:46 (6540): called boinc_finish(0)

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