Nameexact_genome_1512568488_43_4486_1
Workunit2593752
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline13 Dec 2017, 4:05:30 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 13 min 21 sec
CPU time3 hours 12 min 26 sec
Validate stateValid
Credit1,435.41
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.50 MB
Peak swap size156.89 MB
Peak disk usage1.68 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.7820434570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678297043
validation[          , genome  4486] predictions:    9513/  10000 (95.13%), best:    9651/10000 (96.51%), error:      1585.31104, best error:      1221.61792 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.9067535400s, input_fired_time: 0.9045625925, output_fired_time: 0.8011748195, propagate_forward_time: 39.1343803406, propagate_backward_time: 61.3249282837, weight_update_time: 0.1370528787, other_time: 2.7417068481
epoch time: 8.3971138000s, input_fired_time: 0.1134592891, output_fired_time: 0.0000000000, propagate_forward_time: 7.8114237785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722304344
validation[          , genome  4486] predictions:    9551/  10000 (95.51%), best:    9651/10000 (96.51%), error:      1496.18762, best error:      1221.61792 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 106.4538879395s, input_fired_time: 0.9137735963, output_fired_time: 0.8368980885, propagate_forward_time: 39.6189994812, propagate_backward_time: 62.2610740662, weight_update_time: 0.1420404315, other_time: 2.8231391907
epoch time: 8.2022457123s, input_fired_time: 0.1109291837, output_fired_time: 0.0000000000, propagate_forward_time: 7.6340479851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572682381
validation[          , genome  4486] predictions:    9614/  10000 (96.14%), best:    9651/10000 (96.51%), error:      1266.38245, best error:      1221.61792 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.0180206299s, input_fired_time: 0.9183222055, output_fired_time: 0.8138139248, propagate_forward_time: 39.0316390991, propagate_backward_time: 61.5361137390, weight_update_time: 0.1366958171, other_time: 2.7181358337
epoch time: 8.4182949066s, input_fired_time: 0.1143996790, output_fired_time: 0.0000000000, propagate_forward_time: 7.8321847916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717102051
validation[          , genome  4486] predictions:    9576/  10000 (95.76%), best:    9651/10000 (96.51%), error:      1413.80212, best error:      1221.61792 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 104.9054412842s, input_fired_time: 0.9054642916, output_fired_time: 0.8006871939, propagate_forward_time: 39.0427665710, propagate_backward_time: 61.4138145447, weight_update_time: 0.1368378997, other_time: 2.7427101135
epoch time: 8.2452621460s, input_fired_time: 0.1102806702, output_fired_time: 0.0000000000, propagate_forward_time: 7.6744837761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604973793
validation[          , genome  4486] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1211.24536, best error:      1211.24536 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 104.9135437012s, input_fired_time: 0.8999249339, output_fired_time: 0.8121331334, propagate_forward_time: 39.0735778809, propagate_backward_time: 61.4351081848, weight_update_time: 0.1426220685, other_time: 2.6927986145
epoch time: 8.4409646988s, input_fired_time: 0.1204952747, output_fired_time: 0.0000000000, propagate_forward_time: 7.8346586227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858112335
validation[          , genome  4486] predictions:    9604/  10000 (96.04%), best:    9639/10000 (96.39%), error:      1271.05017, best error:      1211.24536 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.6158523560s, input_fired_time: 0.9271171689, output_fired_time: 0.8148349524, propagate_forward_time: 39.2676467896, propagate_backward_time: 61.7913398743, weight_update_time: 0.1389721185, other_time: 2.8149147034
epoch time: 8.3684682846s, input_fired_time: 0.1136574820, output_fired_time: 0.0000000000, propagate_forward_time: 7.7773666382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774436951
validation[          , genome  4486] predictions:    9535/  10000 (95.35%), best:    9639/10000 (96.39%), error:      1525.62354, best error:      1211.24536 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 105.1062088013s, input_fired_time: 0.9050838351, output_fired_time: 0.8083679676, propagate_forward_time: 39.1226577759, propagate_backward_time: 61.5329780579, weight_update_time: 0.1380742788, other_time: 2.7371253967
epoch time: 8.3122711182s, input_fired_time: 0.1124227867, output_fired_time: 0.0000000000, propagate_forward_time: 7.7358140945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640340805
validation[          , genome  4486] predictions:    9589/  10000 (95.89%), best:    9639/10000 (96.39%), error:      1315.08044, best error:      1211.24536 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 106.0991744995s, input_fired_time: 0.9107339978, output_fired_time: 0.8274565339, propagate_forward_time: 39.6070480347, propagate_backward_time: 62.0151710510, weight_update_time: 0.1360756904, other_time: 2.7387657166
epoch time: 8.3669786453s, input_fired_time: 0.1155380756, output_fired_time: 0.0000000000, propagate_forward_time: 7.7774901390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739508629
validation[          , genome  4486] predictions:    9621/  10000 (96.21%), best:    9639/10000 (96.39%), error:      1263.21643, best error:      1211.24536 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 104.4544296265s, input_fired_time: 0.9080604911, output_fired_time: 0.8004989028, propagate_forward_time: 38.7923851013, propagate_backward_time: 61.2298583984, weight_update_time: 0.1377438307, other_time: 2.7236289978
epoch time: 8.3594741821s, input_fired_time: 0.1122943312, output_fired_time: 0.0000000000, propagate_forward_time: 7.7832584381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639215469
validation[          , genome  4486] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1180.24365, best error:      1180.24365 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 104.8476943970s, input_fired_time: 0.9072780609, output_fired_time: 0.8026401401, propagate_forward_time: 38.9856224060, propagate_backward_time: 61.3994064331, weight_update_time: 0.1365336180, other_time: 2.7527389526
epoch time: 8.3816318512s, input_fired_time: 0.1146601960, output_fired_time: 0.0000000000, propagate_forward_time: 7.7752509117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917206764
validation[          , genome  4486] predictions:    9624/  10000 (96.24%), best:    9647/10000 (96.47%), error:      1195.55933, best error:      1180.24365 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 104.8915939331s, input_fired_time: 0.8984007239, output_fired_time: 0.8083772063, propagate_forward_time: 39.1283988953, propagate_backward_time: 61.3630447388, weight_update_time: 0.1365394741, other_time: 2.6933670044
epoch time: 8.3861465454s, input_fired_time: 0.1171858981, output_fired_time: 0.0000000000, propagate_forward_time: 7.7914576530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775032997
validation[          , genome  4486] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1084.64954, best error:      1084.64954 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 105.1346893311s, input_fired_time: 0.9074885249, output_fired_time: 0.8131585717, propagate_forward_time: 39.1276130676, propagate_backward_time: 61.5193557739, weight_update_time: 0.1426335275, other_time: 2.7670822144
epoch time: 8.3781728745s, input_fired_time: 0.1130705774, output_fired_time: 0.0000000000, propagate_forward_time: 7.7985119820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665904045
validation[          , genome  4486] predictions:    9578/  10000 (95.78%), best:    9683/10000 (96.83%), error:      1400.80969, best error:      1084.64954 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 106.4057769775s, input_fired_time: 0.9338003993, output_fired_time: 0.8240859509, propagate_forward_time: 39.5433807373, propagate_backward_time: 62.3186225891, weight_update_time: 0.1478237212, other_time: 2.7858848572
epoch time: 8.3557014465s, input_fired_time: 0.1137476936, output_fired_time: 0.0000000000, propagate_forward_time: 7.7775530815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644007683
validation[          , genome  4486] predictions:    9641/  10000 (96.41%), best:    9683/10000 (96.83%), error:      1203.05933, best error:      1084.64954 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 104.5262298584s, input_fired_time: 0.9050807953, output_fired_time: 0.8069750667, propagate_forward_time: 38.9624290466, propagate_backward_time: 61.1770782471, weight_update_time: 0.1408561915, other_time: 2.6746635437
epoch time: 8.3825368881s, input_fired_time: 0.1132056043, output_fired_time: 0.0000000000, propagate_forward_time: 7.8035888672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657421112
validation[          , genome  4486] predictions:    9639/  10000 (96.39%), best:    9683/10000 (96.83%), error:      1209.13330, best error:      1084.64954 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 105.9034194946s, input_fired_time: 0.9242795110, output_fired_time: 0.8326826692, propagate_forward_time: 39.4260673523, propagate_backward_time: 61.9461936951, weight_update_time: 0.1422643512, other_time: 2.7742042542
epoch time: 8.1326303482s, input_fired_time: 0.1105045974, output_fired_time: 0.0000000000, propagate_forward_time: 7.5554742813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666519165
validation[          , genome  4486] predictions:    9635/  10000 (96.35%), best:    9683/10000 (96.83%), error:      1191.83032, best error:      1084.64954 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 104.7597198486s, input_fired_time: 0.9097226262, output_fired_time: 0.7994963527, propagate_forward_time: 38.9617919922, propagate_backward_time: 61.3537216187, weight_update_time: 0.1358524710, other_time: 2.7349853516
epoch time: 8.2117166519s, input_fired_time: 0.1119658798, output_fired_time: 0.0000000000, propagate_forward_time: 7.6398963928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598541260
validation[          , genome  4486] predictions:    9663/  10000 (96.63%), best:    9683/10000 (96.83%), error:      1137.22998, best error:      1084.64954 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 105.7454147339s, input_fired_time: 0.9167135954, output_fired_time: 0.8080220819, propagate_forward_time: 39.3254165649, propagate_backward_time: 61.9046401978, weight_update_time: 0.1391946375, other_time: 2.7906265259
epoch time: 8.3392915726s, input_fired_time: 0.1120112985, output_fired_time: 0.0000000000, propagate_forward_time: 7.7655673027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617133141
validation[          , genome  4486] predictions:    9664/  10000 (96.64%), best:    9683/10000 (96.83%), error:      1100.68835, best error:      1084.64954 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 105.3456420898s, input_fired_time: 0.9073149562, output_fired_time: 0.8090010881, propagate_forward_time: 39.1240921021, propagate_backward_time: 61.7683944702, weight_update_time: 0.1371411234, other_time: 2.7368392944
epoch time: 8.5302362442s, input_fired_time: 0.1179785952, output_fired_time: 0.0000000000, propagate_forward_time: 7.9212737083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909834862
validation[          , genome  4486] predictions:    9611/  10000 (96.11%), best:    9683/10000 (96.83%), error:      1294.30872, best error:      1084.64954 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 105.8392028809s, input_fired_time: 0.9183709621, output_fired_time: 0.8117884994, propagate_forward_time: 39.3860092163, propagate_backward_time: 61.9797554016, weight_update_time: 0.1419742405, other_time: 2.7432746887
epoch time: 8.3471813202s, input_fired_time: 0.1133847907, output_fired_time: 0.0000000000, propagate_forward_time: 7.7640419006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697542191
validation[          , genome  4486] predictions:    9599/  10000 (95.99%), best:    9683/10000 (96.83%), error:      1307.00476, best error:      1084.64954 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 105.1009674072s, input_fired_time: 0.9006624222, output_fired_time: 0.8108153939, propagate_forward_time: 39.1871223450, propagate_backward_time: 61.5441093445, weight_update_time: 0.1358122528, other_time: 2.6582527161
epoch time: 8.3254117966s, input_fired_time: 0.1132279858, output_fired_time: 0.0000000000, propagate_forward_time: 7.7489390373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632449150
validation[          , genome  4486] predictions:    9670/  10000 (96.70%), best:    9683/10000 (96.83%), error:      1115.95605, best error:      1084.64954 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 105.7436065674s, input_fired_time: 0.9255768657, output_fired_time: 0.8065301180, propagate_forward_time: 39.2804679871, propagate_backward_time: 61.9323844910, weight_update_time: 0.1372455508, other_time: 2.7986488342
epoch time: 8.5155935287s, input_fired_time: 0.1211005896, output_fired_time: 0.0000000000, propagate_forward_time: 7.9150385857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794545174
validation[          , genome  4486] predictions:    9653/  10000 (96.53%), best:    9683/10000 (96.83%), error:      1148.60364, best error:      1084.64954 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 104.7222824097s, input_fired_time: 0.8979719877, output_fired_time: 0.8032432795, propagate_forward_time: 39.0047454834, propagate_backward_time: 61.3241119385, weight_update_time: 0.1358241588, other_time: 2.6922073364
epoch time: 8.3636999130s, input_fired_time: 0.1132696941, output_fired_time: 0.0000000000, propagate_forward_time: 7.7867770195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636530876
validation[          , genome  4486] predictions:    9636/  10000 (96.36%), best:    9683/10000 (96.83%), error:      1241.33032, best error:      1084.64954 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 105.5840682983s, input_fired_time: 0.9154937267, output_fired_time: 0.8195778728, propagate_forward_time: 39.2536010742, propagate_backward_time: 61.9104995728, weight_update_time: 0.1382470876, other_time: 2.6848907471
epoch time: 8.3153839111s, input_fired_time: 0.1127219945, output_fired_time: 0.0000000000, propagate_forward_time: 7.7412867546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613747597
validation[          , genome  4486] predictions:    9659/  10000 (96.59%), best:    9683/10000 (96.83%), error:      1169.61353, best error:      1084.64954 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 106.1474685669s, input_fired_time: 0.9298230410, output_fired_time: 0.8258774877, propagate_forward_time: 39.5093612671, propagate_backward_time: 62.0560798645, weight_update_time: 0.1374219656, other_time: 2.8263282776
epoch time: 8.2506904602s, input_fired_time: 0.1129251793, output_fired_time: 0.0000000000, propagate_forward_time: 7.6702075005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675574303
validation[          , genome  4486] predictions:    9630/  10000 (96.30%), best:    9683/10000 (96.83%), error:      1196.96924, best error:      1084.64954 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.7410964966s, input_fired_time: 0.9177311659, output_fired_time: 0.8117222190, propagate_forward_time: 39.3517723083, propagate_backward_time: 61.8970870972, weight_update_time: 0.1369051188, other_time: 2.7627792358
epoch time: 8.3591175079s, input_fired_time: 0.1129751876, output_fired_time: 0.0000000000, propagate_forward_time: 7.7821445465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639978409
validation[          , genome  4486] predictions:    9644/  10000 (96.44%), best:    9683/10000 (96.83%), error:      1136.10828, best error:      1084.64954 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 104.8101501465s, input_fired_time: 0.8906807899, output_fired_time: 0.8197507262, propagate_forward_time: 38.9691276550, propagate_backward_time: 61.4783973694, weight_update_time: 0.1403838098, other_time: 2.6522026062
epoch time: 8.3198957443s, input_fired_time: 0.1121344790, output_fired_time: 0.0000000000, propagate_forward_time: 7.7383036613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694571495
validation[          , genome  4486] predictions:    9578/  10000 (95.78%), best:    9683/10000 (96.83%), error:      1409.88293, best error:      1084.64954 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 104.6927795410s, input_fired_time: 0.8934916854, output_fired_time: 0.8082744479, propagate_forward_time: 39.0379371643, propagate_backward_time: 61.3202056885, weight_update_time: 0.1403172761, other_time: 2.6328697205
epoch time: 8.3036270142s, input_fired_time: 0.1127307191, output_fired_time: 0.0000000000, propagate_forward_time: 7.7295155525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613804817
validation[          , genome  4486] predictions:    9637/  10000 (96.37%), best:    9683/10000 (96.83%), error:      1239.75537, best error:      1084.64954 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.5918121338s, input_fired_time: 0.9487872124, output_fired_time: 0.8252013326, propagate_forward_time: 39.7089500427, propagate_backward_time: 62.2534637451, weight_update_time: 0.1383708268, other_time: 2.8554077148
epoch time: 8.7054071426s, input_fired_time: 0.1273088157, output_fired_time: 0.0000000000, propagate_forward_time: 8.0650672913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130310059
validation[          , genome  4486] predictions:    9660/  10000 (96.60%), best:    9683/10000 (96.83%), error:      1176.96741, best error:      1084.64954 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 105.4000854492s, input_fired_time: 0.9103338122, output_fired_time: 0.8254904151, propagate_forward_time: 39.3209915161, propagate_backward_time: 61.6264572144, weight_update_time: 0.1361995488, other_time: 2.7168121338
epoch time: 8.5341749191s, input_fired_time: 0.1201647595, output_fired_time: 0.0000000000, propagate_forward_time: 7.9260091782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880008698
validation[          , genome  4486] predictions:    9635/  10000 (96.35%), best:    9683/10000 (96.83%), error:      1167.91931, best error:      1084.64954 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 105.4749069214s, input_fired_time: 0.9202589393, output_fired_time: 0.8208292127, propagate_forward_time: 39.2616119385, propagate_backward_time: 61.7203521729, weight_update_time: 0.1370143145, other_time: 2.7518539429
epoch time: 8.4648408890s, input_fired_time: 0.1171938032, output_fired_time: 0.0000000000, propagate_forward_time: 7.8526144028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950323105
validation[          , genome  4486] predictions:    9672/  10000 (96.72%), best:    9683/10000 (96.83%), error:      1128.39844, best error:      1084.64954 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 105.2599945068s, input_fired_time: 0.9125081897, output_fired_time: 0.8108626008, propagate_forward_time: 39.2336425781, propagate_backward_time: 61.5851020813, weight_update_time: 0.1442389190, other_time: 2.7178840637
epoch time: 8.4804286957s, input_fired_time: 0.1168840751, output_fired_time: 0.0000000000, propagate_forward_time: 7.8623967171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011477470
validation[          , genome  4486] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1052.03369, best error:      1052.03369 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 104.7737655640s, input_fired_time: 0.9029433727, output_fired_time: 0.8123577237, propagate_forward_time: 38.9890136719, propagate_backward_time: 61.3852653503, weight_update_time: 0.1366955787, other_time: 2.6841850281
epoch time: 8.5901041031s, input_fired_time: 0.1186374947, output_fired_time: 0.0000000000, propagate_forward_time: 7.9726419449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988250732
validation[          , genome  4486] predictions:    9692/  10000 (96.92%), best:    9679/10000 (96.79%), error:      1083.47400, best error:      1052.03369 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 105.5110168457s, input_fired_time: 0.9341967106, output_fired_time: 0.8078111410, propagate_forward_time: 39.2982292175, propagate_backward_time: 61.6984329224, weight_update_time: 0.1396740675, other_time: 2.7723464966
epoch time: 8.5737781525s, input_fired_time: 0.1163919717, output_fired_time: 0.0000000000, propagate_forward_time: 7.9478669167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095191002
validation[          , genome  4486] predictions:    9667/  10000 (96.67%), best:    9679/10000 (96.79%), error:      1130.26489, best error:      1052.03369 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 105.2913665771s, input_fired_time: 0.9129248261, output_fired_time: 0.8293104768, propagate_forward_time: 39.1588745117, propagate_backward_time: 61.6737861633, weight_update_time: 0.1420330107, other_time: 2.7164726257
epoch time: 8.3521070480s, input_fired_time: 0.1132200062, output_fired_time: 0.0000000000, propagate_forward_time: 7.7740240097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648628235
validation[          , genome  4486] predictions:    9491/  10000 (94.91%), best:    9679/10000 (96.79%), error:      1801.85510, best error:      1052.03369 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 104.3957595825s, input_fired_time: 0.8967161179, output_fired_time: 0.7962914705, propagate_forward_time: 38.8921508789, propagate_backward_time: 61.1598281860, weight_update_time: 0.1360276341, other_time: 2.6507720947
epoch time: 8.2853746414s, input_fired_time: 0.1135332957, output_fired_time: 0.0000000000, propagate_forward_time: 7.7109570503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608845711
validation[          , genome  4486] predictions:    9667/  10000 (96.67%), best:    9679/10000 (96.79%), error:      1109.37439, best error:      1052.03369 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 104.3833999634s, input_fired_time: 0.8985052109, output_fired_time: 0.8045664430, propagate_forward_time: 38.8407211304, propagate_backward_time: 61.1654891968, weight_update_time: 0.1354008615, other_time: 2.6741180420
epoch time: 8.2508106232s, input_fired_time: 0.1155473813, output_fired_time: 0.0000000000, propagate_forward_time: 7.6621541977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731092453
validation[          , genome  4486] predictions:    9537/  10000 (95.37%), best:    9679/10000 (96.79%), error:      1482.49512, best error:      1052.03369 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 105.6255798340s, input_fired_time: 0.9192662835, output_fired_time: 0.8182958961, propagate_forward_time: 39.2824783325, propagate_backward_time: 61.8707008362, weight_update_time: 0.1362187862, other_time: 2.7348365784
epoch time: 8.4593534470s, input_fired_time: 0.1162401140, output_fired_time: 0.0000000000, propagate_forward_time: 7.8467044830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964084625
validation[          , genome  4486] predictions:    9631/  10000 (96.31%), best:    9679/10000 (96.79%), error:      1208.09033, best error:      1052.03369 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.9663619995s, input_fired_time: 0.8894021511, output_fired_time: 0.7978421450, propagate_forward_time: 38.7416954041, propagate_backward_time: 60.9305877686, weight_update_time: 0.1348025501, other_time: 2.6068305969
epoch time: 8.3259944916s, input_fired_time: 0.1141279712, output_fired_time: 0.0000000000, propagate_forward_time: 7.7345604897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773058891
validation[          , genome  4486] predictions:    9700/  10000 (97.00%), best:    9679/10000 (96.79%), error:      1070.08887, best error:      1052.03369 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 105.9453582764s, input_fired_time: 0.9414334893, output_fired_time: 0.8198609948, propagate_forward_time: 39.3731002808, propagate_backward_time: 62.0561866760, weight_update_time: 0.1376794726, other_time: 2.7547721863
epoch time: 8.3769969940s, input_fired_time: 0.1146047041, output_fired_time: 0.0000000000, propagate_forward_time: 7.7986865044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637055397
validation[          , genome  4486] predictions:    9640/  10000 (96.40%), best:    9679/10000 (96.79%), error:      1125.08752, best error:      1052.03369 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.9841003418s, input_fired_time: 0.9226766825, output_fired_time: 0.8168919086, propagate_forward_time: 39.3483886719, propagate_backward_time: 62.0730438232, weight_update_time: 0.1380092949, other_time: 2.8230972290
epoch time: 8.4399385452s, input_fired_time: 0.1180751920, output_fired_time: 0.0000000000, propagate_forward_time: 7.8346648216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871983528
validation[          , genome  4486] predictions:    9660/  10000 (96.60%), best:    9679/10000 (96.79%), error:      1098.84241, best error:      1052.03369 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 105.4264984131s, input_fired_time: 0.9345649481, output_fired_time: 0.8075495362, propagate_forward_time: 39.1729240417, propagate_backward_time: 61.7074584961, weight_update_time: 0.1376031786, other_time: 2.8040008545
epoch time: 8.2798175812s, input_fired_time: 0.1193997934, output_fired_time: 0.0000000000, propagate_forward_time: 7.6985692978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618482590
validation[          , genome  4486] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1027.12280, best error:      1027.12280 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 104.8526153564s, input_fired_time: 0.9176243544, output_fired_time: 0.8036358953, propagate_forward_time: 38.9309272766, propagate_backward_time: 61.4844627380, weight_update_time: 0.1415676475, other_time: 2.7159614563
epoch time: 8.4180221558s, input_fired_time: 0.1149273887, output_fired_time: 0.0000000000, propagate_forward_time: 7.8338727951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692220688
validation[          , genome  4486] predictions:    9642/  10000 (96.42%), best:    9692/10000 (96.92%), error:      1189.44897, best error:      1027.12280 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 106.2875442505s, input_fired_time: 0.9314088225, output_fired_time: 0.8213235736, propagate_forward_time: 39.5842094421, propagate_backward_time: 62.1527175903, weight_update_time: 0.1389055252, other_time: 2.7978744507
epoch time: 8.3215417862s, input_fired_time: 0.1138441935, output_fired_time: 0.0000000000, propagate_forward_time: 7.7462854385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614124298
validation[          , genome  4486] predictions:    9694/  10000 (96.94%), best:    9692/10000 (96.92%), error:      1044.06958, best error:      1027.12280 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 104.9261932373s, input_fired_time: 0.9120171070, output_fired_time: 0.8167328835, propagate_forward_time: 39.0649566650, propagate_backward_time: 61.4436225891, weight_update_time: 0.1346356422, other_time: 2.6888618469
epoch time: 8.3434047699s, input_fired_time: 0.1196470112, output_fired_time: 0.0000000000, propagate_forward_time: 7.7520952225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716625214
validation[          , genome  4486] predictions:    9617/  10000 (96.17%), best:    9692/10000 (96.92%), error:      1341.71948, best error:      1027.12280 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.7769622803s, input_fired_time: 0.9110567570, output_fired_time: 0.8178629279, propagate_forward_time: 39.4473571777, propagate_backward_time: 61.9464645386, weight_update_time: 0.1356087178, other_time: 2.6542205811
epoch time: 8.3348054886s, input_fired_time: 0.1128481925, output_fired_time: 0.0000000000, propagate_forward_time: 7.7581982613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637589455
validation[          , genome  4486] predictions:    9664/  10000 (96.64%), best:    9692/10000 (96.92%), error:      1079.67310, best error:      1027.12280 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 104.3987655640s, input_fired_time: 0.8990526199, output_fired_time: 0.8034684658, propagate_forward_time: 38.9360771179, propagate_backward_time: 61.1032066345, weight_update_time: 0.1414586455, other_time: 2.6569595337
epoch time: 8.6652126312s, input_fired_time: 0.1215816885, output_fired_time: 0.0000000000, propagate_forward_time: 8.0586175919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850130081
validation[          , genome  4486] predictions:    9690/  10000 (96.90%), best:    9692/10000 (96.92%), error:      1064.84180, best error:      1027.12280 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 104.2346420288s, input_fired_time: 0.8988142014, output_fired_time: 0.8057794571, propagate_forward_time: 38.8374176025, propagate_backward_time: 61.0636634827, weight_update_time: 0.1367178112, other_time: 2.6289710999
epoch time: 8.8096408844s, input_fired_time: 0.1227415875, output_fired_time: 0.0000000000, propagate_forward_time: 8.2062816620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806175232
validation[          , genome  4486] predictions:    9680/  10000 (96.80%), best:    9692/10000 (96.92%), error:      1067.56152, best error:      1027.12280 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 105.5602416992s, input_fired_time: 0.9166769385, output_fired_time: 0.8106201291, propagate_forward_time: 39.3107185364, propagate_backward_time: 61.7888526917, weight_update_time: 0.1370563358, other_time: 2.7333641052
epoch time: 8.6803121567s, input_fired_time: 0.1156146675, output_fired_time: 0.0000000000, propagate_forward_time: 8.0897455215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749517441
validation[          , genome  4486] predictions:    9544/  10000 (95.44%), best:    9692/10000 (96.92%), error:      1560.86023, best error:      1027.12280 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 104.5341644287s, input_fired_time: 0.9040020704, output_fired_time: 0.8017048240, propagate_forward_time: 38.9448699951, propagate_backward_time: 61.2261962891, weight_update_time: 0.1375225633, other_time: 2.6573944092
epoch time: 8.3122901917s, input_fired_time: 0.1143713892, output_fired_time: 0.0000000000, propagate_forward_time: 7.7348747253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630441666
validation[          , genome  4486] predictions:    9682/  10000 (96.82%), best:    9692/10000 (96.92%), error:      1050.80090, best error:      1027.12280 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 105.4593200684s, input_fired_time: 0.9265111685, output_fired_time: 0.7985695004, propagate_forward_time: 39.2453880310, propagate_backward_time: 61.7488670349, weight_update_time: 0.1376895905, other_time: 2.7399787903
epoch time: 8.3747329712s, input_fired_time: 0.1140295863, output_fired_time: 0.0000000000, propagate_forward_time: 7.7979388237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627642632
validation[          , genome  4486] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       984.76825, best error:       984.76825 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 105.1691589355s, input_fired_time: 0.9251853824, output_fired_time: 0.8074755073, propagate_forward_time: 39.1436729431, propagate_backward_time: 61.5660057068, weight_update_time: 0.1362393200, other_time: 2.7268257141
epoch time: 8.4972991943s, input_fired_time: 0.1214703918, output_fired_time: 0.0000000000, propagate_forward_time: 7.8920164108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838123322
validation[          , genome  4486] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:       986.19617, best error:       984.76825 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 104.1724777222s, input_fired_time: 0.8982264400, output_fired_time: 0.8168286681, propagate_forward_time: 38.8143806458, propagate_backward_time: 61.0130386353, weight_update_time: 0.1349125952, other_time: 2.6300086975
epoch time: 8.2659463882s, input_fired_time: 0.1124113724, output_fired_time: 0.0000000000, propagate_forward_time: 7.6896638870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638710022
validation[          , genome  4486] predictions:    9556/  10000 (95.56%), best:    9714/10000 (97.14%), error:      1502.45557, best error:       984.76825 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 105.2107315063s, input_fired_time: 0.9087206125, output_fired_time: 0.8086783290, propagate_forward_time: 39.2134246826, propagate_backward_time: 61.5679588318, weight_update_time: 0.1459614038, other_time: 2.7119483948
epoch time: 8.4796562195s, input_fired_time: 0.1181502938, output_fired_time: 0.0000000000, propagate_forward_time: 7.8717031479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898023605
validation[          , genome  4486] predictions:    9680/  10000 (96.80%), best:    9714/10000 (97.14%), error:      1085.04272, best error:       984.76825 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 105.3242187500s, input_fired_time: 0.9229444265, output_fired_time: 0.8145996332, propagate_forward_time: 39.2645912170, propagate_backward_time: 61.5675544739, weight_update_time: 0.1371287256, other_time: 2.7545280457
epoch time: 8.7947883606s, input_fired_time: 0.1248173043, output_fired_time: 0.0000000000, propagate_forward_time: 8.1522598267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177116394
validation[          , genome  4486] predictions:    9688/  10000 (96.88%), best:    9714/10000 (97.14%), error:      1020.22083, best error:       984.76825 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 106.1456832886s, input_fired_time: 0.9119639993, output_fired_time: 0.8173132539, propagate_forward_time: 39.4784278870, propagate_backward_time: 62.1351966858, weight_update_time: 0.1393250525, other_time: 2.8027763367
epoch time: 8.2356758118s, input_fired_time: 0.1122912988, output_fired_time: 0.0000000000, propagate_forward_time: 7.6624250412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609594345
validation[          , genome  4486] predictions:    9694/  10000 (96.94%), best:    9714/10000 (97.14%), error:      1060.53967, best error:       984.76825 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 105.0436859131s, input_fired_time: 0.9209853411, output_fired_time: 0.8151936531, propagate_forward_time: 39.1561698914, propagate_backward_time: 61.4525184631, weight_update_time: 0.1362756342, other_time: 2.6988182068
epoch time: 8.2941808701s, input_fired_time: 0.1151460856, output_fired_time: 0.0000000000, propagate_forward_time: 7.7171363831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618988037
validation[          , genome  4486] predictions:    9673/  10000 (96.73%), best:    9714/10000 (97.14%), error:      1047.62085, best error:       984.76825 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 105.1396942139s, input_fired_time: 0.9204633832, output_fired_time: 0.8004453778, propagate_forward_time: 39.1814384460, propagate_backward_time: 61.5212783813, weight_update_time: 0.1365147680, other_time: 2.7160720825
epoch time: 8.4844331741s, input_fired_time: 0.1250773817, output_fired_time: 0.0000000000, propagate_forward_time: 7.8547410965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046148300
validation[          , genome  4486] predictions:    9710/  10000 (97.10%), best:    9714/10000 (97.14%), error:      1021.43011, best error:       984.76825 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.9434585571s, input_fired_time: 0.9132164121, output_fired_time: 0.8091756701, propagate_forward_time: 39.4181060791, propagate_backward_time: 62.0735816956, weight_update_time: 0.1367130429, other_time: 2.7293815613
epoch time: 8.2672910690s, input_fired_time: 0.1134434938, output_fired_time: 0.0000000000, propagate_forward_time: 7.6862959862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675517082
validation[          , genome  4486] predictions:    9699/  10000 (96.99%), best:    9714/10000 (97.14%), error:      1027.78247, best error:       984.76825 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 104.7234039307s, input_fired_time: 0.9138887525, output_fired_time: 0.8049848080, propagate_forward_time: 38.9342613220, propagate_backward_time: 61.3737335205, weight_update_time: 0.1384986937, other_time: 2.6965332031
epoch time: 8.2853250504s, input_fired_time: 0.1143863797, output_fired_time: 0.0000000000, propagate_forward_time: 7.7090988159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618396759
validation[          , genome  4486] predictions:    9675/  10000 (96.75%), best:    9714/10000 (97.14%), error:      1075.35217, best error:       984.76825 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.1673049927s, input_fired_time: 0.9431449175, output_fired_time: 0.8262423873, propagate_forward_time: 39.8806610107, propagate_backward_time: 62.6864776611, weight_update_time: 0.1525455564, other_time: 2.8307800293
epoch time: 8.2621688843s, input_fired_time: 0.1142346859, output_fired_time: 0.0000000000, propagate_forward_time: 7.6876029968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603309631
validation[          , genome  4486] predictions:    9655/  10000 (96.55%), best:    9714/10000 (97.14%), error:      1107.25293, best error:       984.76825 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 105.2919158936s, input_fired_time: 0.9243430495, output_fired_time: 0.8061758876, propagate_forward_time: 39.2298622131, propagate_backward_time: 61.5623168945, weight_update_time: 0.1376585960, other_time: 2.7692260742
epoch time: 8.3315391541s, input_fired_time: 0.1139784008, output_fired_time: 0.0000000000, propagate_forward_time: 7.7574839592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600768089
validation[          , genome  4486] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:      1033.32874, best error:       984.76825 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 105.4304351807s, input_fired_time: 0.9259287119, output_fired_time: 0.8035563231, propagate_forward_time: 39.2825012207, propagate_backward_time: 61.6421012878, weight_update_time: 0.1457335353, other_time: 2.7763481140
epoch time: 8.4961290359s, input_fired_time: 0.1207165942, output_fired_time: 0.0000000000, propagate_forward_time: 7.8928689957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825429916
validation[          , genome  4486] predictions:    9707/  10000 (97.07%), best:    9714/10000 (97.14%), error:      1023.34875, best error:       984.76825 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 105.8364715576s, input_fired_time: 0.9185013771, output_fired_time: 0.8145047426, propagate_forward_time: 39.3644561768, propagate_backward_time: 61.9900512695, weight_update_time: 0.1364019215, other_time: 2.7489547729
epoch time: 8.4977703094s, input_fired_time: 0.1211924925, output_fired_time: 0.0000000000, propagate_forward_time: 7.8844442368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921331406
validation[          , genome  4486] predictions:    9652/  10000 (96.52%), best:    9714/10000 (97.14%), error:      1127.51709, best error:       984.76825 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 104.0544815063s, input_fired_time: 0.8987391591, output_fired_time: 0.7986567020, propagate_forward_time: 38.7264328003, propagate_backward_time: 60.9994850159, weight_update_time: 0.1350300610, other_time: 2.6311607361
epoch time: 8.4347257614s, input_fired_time: 0.1181844920, output_fired_time: 0.0000000000, propagate_forward_time: 7.8308019638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857397079
validation[          , genome  4486] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1092.37427, best error:       984.76825 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 105.4684066772s, input_fired_time: 0.9176906943, output_fired_time: 0.8010718822, propagate_forward_time: 39.3126068115, propagate_backward_time: 61.7377624512, weight_update_time: 0.1361326426, other_time: 2.6992721558
epoch time: 8.0846710205s, input_fired_time: 0.1121914014, output_fired_time: 0.0000000000, propagate_forward_time: 7.5155129433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569668770
validation[          , genome  4486] predictions:    9677/  10000 (96.77%), best:    9714/10000 (97.14%), error:      1062.23840, best error:       984.76825 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 106.5231246948s, input_fired_time: 0.9331550598, output_fired_time: 0.8122044802, propagate_forward_time: 39.5894241333, propagate_backward_time: 62.4025268555, weight_update_time: 0.1422739774, other_time: 2.7858123779
epoch time: 8.4473304749s, input_fired_time: 0.1199258938, output_fired_time: 0.0000000000, propagate_forward_time: 7.8278169632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995880127
validation[          , genome  4486] predictions:    9667/  10000 (96.67%), best:    9714/10000 (97.14%), error:      1148.70691, best error:       984.76825 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 105.0218734741s, input_fired_time: 0.9198312163, output_fired_time: 0.8096817136, propagate_forward_time: 39.0194435120, propagate_backward_time: 61.5070381165, weight_update_time: 0.1433486193, other_time: 2.7658805847
epoch time: 8.4400653839s, input_fired_time: 0.1177875698, output_fired_time: 0.0000000000, propagate_forward_time: 7.8407244682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815535545
validation[          , genome  4486] predictions:    9677/  10000 (96.77%), best:    9714/10000 (97.14%), error:      1096.49939, best error:       984.76825 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.0271301270s, input_fired_time: 0.9217103720, output_fired_time: 0.8036627173, propagate_forward_time: 39.0537109375, propagate_backward_time: 61.5149765015, weight_update_time: 0.1373161525, other_time: 2.7330703735
epoch time: 8.3976783752s, input_fired_time: 0.1160292774, output_fired_time: 0.0000000000, propagate_forward_time: 7.8155946732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660539627
validation[          , genome  4486] predictions:    9653/  10000 (96.53%), best:    9714/10000 (97.14%), error:      1156.10498, best error:       984.76825 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 105.1616363525s, input_fired_time: 0.9278584123, output_fired_time: 0.8136047125, propagate_forward_time: 39.0972328186, propagate_backward_time: 61.5401382446, weight_update_time: 0.1371932328, other_time: 2.7827987671
epoch time: 8.4675865173s, input_fired_time: 0.1208407879, output_fired_time: 0.0000000000, propagate_forward_time: 7.8501243591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966211319
validation[          , genome  4486] predictions:    9673/  10000 (96.73%), best:    9714/10000 (97.14%), error:      1126.87390, best error:       984.76825 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 104.3525390625s, input_fired_time: 0.9153861403, output_fired_time: 0.7968785167, propagate_forward_time: 38.7982521057, propagate_backward_time: 61.1501617432, weight_update_time: 0.1364631057, other_time: 2.6918678284
epoch time: 8.4382467270s, input_fired_time: 0.1156480983, output_fired_time: 0.0000000000, propagate_forward_time: 7.8501353264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724631310
validation[          , genome  4486] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:      1013.60657, best error:       984.76825 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 106.5998382568s, input_fired_time: 0.9457861185, output_fired_time: 0.8148596883, propagate_forward_time: 39.6181793213, propagate_backward_time: 62.3873367310, weight_update_time: 0.1365718395, other_time: 2.8336791992
epoch time: 8.3160266876s, input_fired_time: 0.1149570793, output_fired_time: 0.0000000000, propagate_forward_time: 7.7396168709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614529610
validation[          , genome  4486] predictions:    9642/  10000 (96.42%), best:    9714/10000 (97.14%), error:      1195.94019, best error:       984.76825 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 105.2464294434s, input_fired_time: 0.9380906224, output_fired_time: 0.8049104214, propagate_forward_time: 39.0753250122, propagate_backward_time: 61.6386756897, weight_update_time: 0.1380467266, other_time: 2.7894325256
epoch time: 8.5260391235s, input_fired_time: 0.1193976849, output_fired_time: 0.0000000000, propagate_forward_time: 7.9163293839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903116226
validation[          , genome  4486] predictions:    9696/  10000 (96.96%), best:    9714/10000 (97.14%), error:      1008.36560, best error:       984.76825 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 104.2500610352s, input_fired_time: 0.9075020552, output_fired_time: 0.8063085079, propagate_forward_time: 38.7942008972, propagate_backward_time: 61.0814819336, weight_update_time: 0.1355832517, other_time: 2.6605720520
epoch time: 8.3982152939s, input_fired_time: 0.1188436076, output_fired_time: 0.0000000000, propagate_forward_time: 7.7955307961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838404655
validation[          , genome  4486] predictions:    9687/  10000 (96.87%), best:    9714/10000 (97.14%), error:      1060.72388, best error:       984.76825 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 105.3092803955s, input_fired_time: 0.9374427795, output_fired_time: 0.8168944716, propagate_forward_time: 39.1021919250, propagate_backward_time: 61.6774597168, weight_update_time: 0.1387979984, other_time: 2.7752990723
epoch time: 8.5379562378s, input_fired_time: 0.1248363853, output_fired_time: 0.0000000000, propagate_forward_time: 7.9255084991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876117706
validation[          , genome  4486] predictions:    9671/  10000 (96.71%), best:    9714/10000 (97.14%), error:      1122.04846, best error:       984.76825 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 104.3817596436s, input_fired_time: 0.9085125923, output_fired_time: 0.8082858324, propagate_forward_time: 38.8659477234, propagate_backward_time: 61.1320228577, weight_update_time: 0.1355823725, other_time: 2.6669845581
epoch time: 8.5580949783s, input_fired_time: 0.1222302094, output_fired_time: 0.0000000000, propagate_forward_time: 7.9676518440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682126045
validation[          , genome  4486] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1053.62720, best error:       984.76825 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 105.9262008667s, input_fired_time: 0.9128559828, output_fired_time: 0.8062579632, propagate_forward_time: 39.4969482422, propagate_backward_time: 62.0126457214, weight_update_time: 0.1379432380, other_time: 2.6974906921
epoch time: 8.4143590927s, input_fired_time: 0.1156699806, output_fired_time: 0.0000000000, propagate_forward_time: 7.8365373611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621515274
validation[          , genome  4486] predictions:    9688/  10000 (96.88%), best:    9714/10000 (97.14%), error:      1051.79932, best error:       984.76825 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 105.9599456787s, input_fired_time: 0.9582427144, output_fired_time: 0.8300821185, propagate_forward_time: 39.4469451904, propagate_backward_time: 61.9262542725, weight_update_time: 0.1385103613, other_time: 2.7984161377
epoch time: 8.5877876282s, input_fired_time: 0.1204628795, output_fired_time: 0.0000000000, propagate_forward_time: 7.9594511986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078740120
validation[          , genome  4486] predictions:    9596/  10000 (95.96%), best:    9714/10000 (97.14%), error:      1364.37744, best error:       984.76825 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 105.3262786865s, input_fired_time: 0.9152860045, output_fired_time: 0.8141248226, propagate_forward_time: 39.2503814697, propagate_backward_time: 61.6757774353, weight_update_time: 0.1367360055, other_time: 2.6707115173
epoch time: 8.3579702377s, input_fired_time: 0.1162929088, output_fired_time: 0.0000000000, propagate_forward_time: 7.7758684158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658088684
validation[          , genome  4486] predictions:    9682/  10000 (96.82%), best:    9714/10000 (97.14%), error:      1058.08923, best error:       984.76825 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 105.7514266968s, input_fired_time: 0.9276818037, output_fired_time: 0.8173470497, propagate_forward_time: 39.3477821350, propagate_backward_time: 61.8888740540, weight_update_time: 0.1419148594, other_time: 2.7697410583
epoch time: 8.2811870575s, input_fired_time: 0.1152569875, output_fired_time: 0.0000000000, propagate_forward_time: 7.7053227425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606070518
validation[          , genome  4486] predictions:    9712/  10000 (97.12%), best:    9714/10000 (97.14%), error:       996.58398, best error:       984.76825 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 104.7050476074s, input_fired_time: 0.9097390175, output_fired_time: 0.8078633547, propagate_forward_time: 39.0502357483, propagate_backward_time: 61.3084716797, weight_update_time: 0.1362142563, other_time: 2.6287422180
epoch time: 8.4189329147s, input_fired_time: 0.1211985126, output_fired_time: 0.0000000000, propagate_forward_time: 7.8091955185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885387421
validation[          , genome  4486] predictions:    9678/  10000 (96.78%), best:    9714/10000 (97.14%), error:      1084.90991, best error:       984.76825 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 104.1426086426s, input_fired_time: 0.9021458030, output_fired_time: 0.7963290811, propagate_forward_time: 38.8034248352, propagate_backward_time: 61.0174903870, weight_update_time: 0.1346047670, other_time: 2.6232223511
epoch time: 8.4088296890s, input_fired_time: 0.1180022806, output_fired_time: 0.0000000000, propagate_forward_time: 7.8062901497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845376015
validation[          , genome  4486] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:      1072.28809, best error:       984.76825 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 104.9479141235s, input_fired_time: 0.9216206670, output_fired_time: 0.8088029623, propagate_forward_time: 39.0646591187, propagate_backward_time: 61.4498710632, weight_update_time: 0.1384155303, other_time: 2.7029609680
epoch time: 8.3557682037s, input_fired_time: 0.1156825125, output_fired_time: 0.0000000000, propagate_forward_time: 7.7781291008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619565010
validation[          , genome  4486] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:      1082.51904, best error:       984.76825 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 104.9817199707s, input_fired_time: 0.9107563496, output_fired_time: 0.8107411861, propagate_forward_time: 39.0997161865, propagate_backward_time: 61.5199623108, weight_update_time: 0.1353973895, other_time: 2.6405448914
epoch time: 8.4911022186s, input_fired_time: 0.1200372204, output_fired_time: 0.0000000000, propagate_forward_time: 7.8778629303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932022095
validation[          , genome  4486] predictions:    9675/  10000 (96.75%), best:    9714/10000 (97.14%), error:      1084.80420, best error:       984.76825 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 105.3506546021s, input_fired_time: 0.9368976951, output_fired_time: 0.8075251579, propagate_forward_time: 39.3072280884, propagate_backward_time: 61.6039009094, weight_update_time: 0.1364286989, other_time: 2.6951026917
epoch time: 8.2457323074s, input_fired_time: 0.1206371859, output_fired_time: 0.0000000000, propagate_forward_time: 7.6660356522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590597153
validation[          , genome  4486] predictions:    9663/  10000 (96.63%), best:    9714/10000 (97.14%), error:      1165.55225, best error:       984.76825 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 105.4930648804s, input_fired_time: 0.9337502718, output_fired_time: 0.8073808551, propagate_forward_time: 39.2539863586, propagate_backward_time: 61.7168235779, weight_update_time: 0.1431488544, other_time: 2.7811164856
epoch time: 8.3750753403s, input_fired_time: 0.1162666902, output_fired_time: 0.0000000000, propagate_forward_time: 7.7969522476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618568420
validation[          , genome  4486] predictions:    9678/  10000 (96.78%), best:    9714/10000 (97.14%), error:      1098.68152, best error:       984.76825 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.8354187012s, input_fired_time: 0.9822597504, output_fired_time: 0.8249899745, propagate_forward_time: 39.8256416321, propagate_backward_time: 62.3971939087, weight_update_time: 0.1395242214, other_time: 2.8053359985
epoch time: 8.3201656342s, input_fired_time: 0.1161874160, output_fired_time: 0.0000000000, propagate_forward_time: 7.7416071892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623713493
validation[          , genome  4486] predictions:    9680/  10000 (96.80%), best:    9714/10000 (97.14%), error:      1100.76929, best error:       984.76825 on epoch:    64, 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: 43.0043830872s, input_fired_time: 0.6083426476, output_fired_time: 0.0000000000, propagate_forward_time: 39.7138595581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6821823120
best training[          , genome  4486] predictions:   49282/  50000 (98.56%), best:    9714/10000 (97.14%), error:      2613.50195, best error:       984.76825 on epoch:    64, 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: 8.3520088196s, input_fired_time: 0.1133037955, output_fired_time: 0.0000000000, propagate_forward_time: 7.7745914459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641132355
   testing[          , genome  4486] predictions:    9724/  10000 (97.24%), best:    9714/10000 (97.14%), error:       855.92487, best error:       984.76825 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:18:12 (5892): called boinc_finish(0)

</stderr_txt>
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