Nameexact_genome_1512568488_42_7132_0
Workunit2606849
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:02:31 UTC
Report deadline19 Dec 2017, 8:16:35 UTC
Received8 Dec 2017, 14:15:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47520
Run time4 hours 9 min 15 sec
CPU time4 hours 1 min 29 sec
Validate stateValid
Credit2,835.78
Device peak FLOPS3.68 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.02 MB
Peak swap size162.12 MB
Peak disk usage2.89 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
e: 0.7118988037
validation[          , genome  7132] predictions:    9718/  10000 (97.18%), best:    9774/10000 (97.74%), error:       952.21155, best error:       741.09949 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 131.2185058594s, input_fired_time: 1.7183653116, output_fired_time: 1.5357927084, propagate_forward_time: 45.7657127380, propagate_backward_time: 78.3347320557, weight_update_time: 0.1593584567, other_time: 3.8639068604
epoch time: 10.0645503998s, input_fired_time: 0.2292752564, output_fired_time: 0.0000000000, propagate_forward_time: 9.1262025833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090721130
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       754.04248, best error:       741.09949 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 131.0925292969s, input_fired_time: 1.7310785055, output_fired_time: 1.6098108292, propagate_forward_time: 45.5588417053, propagate_backward_time: 78.3463897705, weight_update_time: 0.1579577327, other_time: 3.8464050293
epoch time: 10.0742492676s, input_fired_time: 0.2275201082, output_fired_time: 0.0000000000, propagate_forward_time: 9.1306724548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7160568237
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9774/10000 (97.74%), error:       778.32062, best error:       741.09949 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.2434844971s, input_fired_time: 1.7213894129, output_fired_time: 1.5415083170, propagate_forward_time: 45.6250038147, propagate_backward_time: 78.4920959473, weight_update_time: 0.1608297825, other_time: 3.8634796143
epoch time: 10.0997676849s, input_fired_time: 0.2289879769, output_fired_time: 0.0000000000, propagate_forward_time: 9.1621284485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7086515427
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       770.71869, best error:       741.09949 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 131.1917419434s, input_fired_time: 1.7256160975, output_fired_time: 1.5386819839, propagate_forward_time: 45.5511932373, propagate_backward_time: 78.5644531250, weight_update_time: 0.1574528366, other_time: 3.8117980957
epoch time: 10.0597553253s, input_fired_time: 0.2313712984, output_fired_time: 0.0000000000, propagate_forward_time: 9.1170682907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113161087
validation[          , genome  7132] predictions:    9723/  10000 (97.23%), best:    9774/10000 (97.74%), error:       921.42596, best error:       741.09949 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 132.0577850342s, input_fired_time: 1.7708362341, output_fired_time: 1.5745851994, propagate_forward_time: 45.9241981506, propagate_backward_time: 78.9293060303, weight_update_time: 0.1591011882, other_time: 3.8588562012
epoch time: 10.0863761902s, input_fired_time: 0.2310274988, output_fired_time: 0.0000000000, propagate_forward_time: 9.1494026184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7059459686
validation[          , genome  7132] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       740.91571, best error:       740.91571 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.4042510986s, input_fired_time: 1.7219681740, output_fired_time: 1.5435498953, propagate_forward_time: 45.6124496460, propagate_backward_time: 78.6930007935, weight_update_time: 0.1573075801, other_time: 3.8332824707
epoch time: 10.0633115768s, input_fired_time: 0.2283042818, output_fired_time: 0.0000000000, propagate_forward_time: 9.1231508255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7118568420
validation[          , genome  7132] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       651.46619, best error:       651.46619 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.6527557373s, input_fired_time: 1.7281301022, output_fired_time: 1.5472633839, propagate_forward_time: 45.7402305603, propagate_backward_time: 78.8294296265, weight_update_time: 0.1595096141, other_time: 3.8077011108
epoch time: 10.0965452194s, input_fired_time: 0.2291914821, output_fired_time: 0.0000000000, propagate_forward_time: 9.1555681229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7117853165
validation[          , genome  7132] predictions:    9728/  10000 (97.28%), best:    9794/10000 (97.94%), error:       887.88403, best error:       651.46619 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 131.8527679443s, input_fired_time: 1.7288283110, output_fired_time: 1.5602620840, propagate_forward_time: 45.7269172668, propagate_backward_time: 79.0280075073, weight_update_time: 0.1565092951, other_time: 3.8087692261
epoch time: 10.0528879166s, input_fired_time: 0.2287752032, output_fired_time: 0.0000000000, propagate_forward_time: 9.1147613525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093515396
validation[          , genome  7132] predictions:    9747/  10000 (97.47%), best:    9794/10000 (97.94%), error:       808.55743, best error:       651.46619 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 132.1678619385s, input_fired_time: 1.7216129303, output_fired_time: 1.5515353680, propagate_forward_time: 45.6841011047, propagate_backward_time: 79.3770980835, weight_update_time: 0.1594113410, other_time: 3.8335189819
epoch time: 10.0752649307s, input_fired_time: 0.2313497663, output_fired_time: 0.0000000000, propagate_forward_time: 9.1344766617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7094383240
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       781.71503, best error:       651.46619 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.8482360840s, input_fired_time: 1.7473386526, output_fired_time: 1.5365312099, propagate_forward_time: 45.5429191589, propagate_backward_time: 79.2053985596, weight_update_time: 0.1580117047, other_time: 3.8160400391
epoch time: 10.0499639511s, input_fired_time: 0.2252110094, output_fired_time: 0.0000000000, propagate_forward_time: 9.1116218567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131309509
validation[          , genome  7132] predictions:    9715/  10000 (97.15%), best:    9794/10000 (97.94%), error:       977.00043, best error:       651.46619 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 132.0222320557s, input_fired_time: 1.7244839668, output_fired_time: 1.5454251766, propagate_forward_time: 45.6301879883, propagate_backward_time: 79.2535934448, weight_update_time: 0.1581303477, other_time: 3.8685379028
epoch time: 10.0799779892s, input_fired_time: 0.2322052270, output_fired_time: 0.0000000000, propagate_forward_time: 9.1387357712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090368271
validation[          , genome  7132] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       758.87158, best error:       651.46619 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.2549896240s, input_fired_time: 1.7307515144, output_fired_time: 1.5398820639, propagate_forward_time: 45.6336517334, propagate_backward_time: 79.4716339111, weight_update_time: 0.1570372730, other_time: 3.8790588379
epoch time: 10.0731658936s, input_fired_time: 0.2294123024, output_fired_time: 0.0000000000, propagate_forward_time: 9.1208438873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7229099274
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       732.38342, best error:       651.46619 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 132.6402435303s, input_fired_time: 1.7233723402, output_fired_time: 1.5447597504, propagate_forward_time: 45.8330879211, propagate_backward_time: 79.6770477295, weight_update_time: 0.1587331742, other_time: 3.8619842529
epoch time: 10.1064844131s, input_fired_time: 0.2312012613, output_fired_time: 0.0000000000, propagate_forward_time: 9.1643581390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7109251022
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       781.79547, best error:       651.46619 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 132.4333343506s, input_fired_time: 1.7436316013, output_fired_time: 1.5726604462, propagate_forward_time: 45.6726455688, propagate_backward_time: 79.6397476196, weight_update_time: 0.1582514793, other_time: 3.8046417236
epoch time: 10.0731782913s, input_fired_time: 0.2334447652, output_fired_time: 0.0000000000, propagate_forward_time: 9.1298608780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7098722458
validation[          , genome  7132] predictions:    9765/  10000 (97.65%), best:    9794/10000 (97.94%), error:       782.02014, best error:       651.46619 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.5786285400s, input_fired_time: 1.7335613966, output_fired_time: 1.5406354666, propagate_forward_time: 45.7372398376, propagate_backward_time: 79.7190170288, weight_update_time: 0.1587199867, other_time: 3.8481674194
epoch time: 10.0571632385s, input_fired_time: 0.2306243032, output_fired_time: 0.0000000000, propagate_forward_time: 9.1201009750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064380646
validation[          , genome  7132] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       727.76929, best error:       651.46619 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 205.3553619385s, input_fired_time: 2.5727744102, output_fired_time: 2.4208104610, propagate_forward_time: 71.3968200684, propagate_backward_time: 122.5925598145, weight_update_time: 0.3314169943, other_time: 6.3724060059
epoch time: 14.9111995697s, input_fired_time: 0.2721956074, output_fired_time: 0.0000000000, propagate_forward_time: 13.7347774506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9042263031
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       770.39655, best error:       651.46619 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 179.1002349854s, input_fired_time: 2.2098221779, output_fired_time: 2.2354247570, propagate_forward_time: 62.2796249390, propagate_backward_time: 107.0253982544, weight_update_time: 0.2012398988, other_time: 5.3499603271
epoch time: 14.1574325562s, input_fired_time: 0.2893131971, output_fired_time: 0.0000000000, propagate_forward_time: 12.8249578476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0431613922
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9794/10000 (97.94%), error:       686.09119, best error:       651.46619 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 179.5826721191s, input_fired_time: 2.3240072727, output_fired_time: 2.0225734711, propagate_forward_time: 61.8458213806, propagate_backward_time: 108.4694747925, weight_update_time: 0.2433071584, other_time: 4.9207992554
epoch time: 13.5247926712s, input_fired_time: 0.4183569252, output_fired_time: 0.0000000000, propagate_forward_time: 12.1442852020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9621505737
validation[          , genome  7132] predictions:    9801/  10000 (98.01%), best:    9794/10000 (97.94%), error:       720.95764, best error:       651.46619 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 156.6611022949s, input_fired_time: 1.9049060345, output_fired_time: 1.6667560339, propagate_forward_time: 53.7397270203, propagate_backward_time: 94.8734359741, weight_update_time: 0.1660531759, other_time: 4.4762649536
epoch time: 10.0565252304s, input_fired_time: 0.2304003090, output_fired_time: 0.0000000000, propagate_forward_time: 9.1113367081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147884369
validation[          , genome  7132] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       668.31952, best error:       651.46619 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 133.1177978516s, input_fired_time: 1.7569723129, output_fired_time: 1.5446815491, propagate_forward_time: 45.6892776489, propagate_backward_time: 80.3260574341, weight_update_time: 0.1587900966, other_time: 3.8008117676
epoch time: 10.0643930435s, input_fired_time: 0.2286734581, output_fired_time: 0.0000000000, propagate_forward_time: 9.1230230331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7126970291
validation[          , genome  7132] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       705.57739, best error:       651.46619 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.2281188965s, input_fired_time: 1.7493131161, output_fired_time: 1.5349974632, propagate_forward_time: 45.6780967712, propagate_backward_time: 80.4201889038, weight_update_time: 0.1570125818, other_time: 3.8455123901
epoch time: 10.0930242538s, input_fired_time: 0.2297300547, output_fired_time: 0.0000000000, propagate_forward_time: 9.1522588730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7110357285
validation[          , genome  7132] predictions:    9795/  10000 (97.95%), best:    9794/10000 (97.94%), error:       698.46161, best error:       651.46619 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.1278991699s, input_fired_time: 1.7305548191, output_fired_time: 1.5339457989, propagate_forward_time: 45.5797195435, propagate_backward_time: 80.4467697144, weight_update_time: 0.1578744054, other_time: 3.8368988037
epoch time: 10.1018857956s, input_fired_time: 0.2315684259, output_fired_time: 0.0000000000, propagate_forward_time: 9.1578273773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7124900818
validation[          , genome  7132] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       703.00372, best error:       651.46619 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.3208160400s, input_fired_time: 1.7414250374, output_fired_time: 1.5464112759, propagate_forward_time: 45.8329544067, propagate_backward_time: 80.3703536987, weight_update_time: 0.1617597044, other_time: 3.8296661377
epoch time: 10.0560493469s, input_fired_time: 0.2314787358, output_fired_time: 0.0000000000, propagate_forward_time: 9.1173753738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7071952820
validation[          , genome  7132] predictions:    9793/  10000 (97.93%), best:    9794/10000 (97.94%), error:       703.72839, best error:       651.46619 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 133.5385589600s, input_fired_time: 1.7342654467, output_fired_time: 1.5432471037, propagate_forward_time: 45.6808967590, propagate_backward_time: 80.6913452148, weight_update_time: 0.1574188471, other_time: 3.8888092041
epoch time: 10.0953235626s, input_fired_time: 0.2318805009, output_fired_time: 0.0000000000, propagate_forward_time: 9.1537208557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097225189
validation[          , genome  7132] predictions:    9730/  10000 (97.30%), best:    9794/10000 (97.94%), error:       888.10327, best error:       651.46619 on epoch:    20, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.6837158203s, input_fired_time: 1.7443462610, output_fired_time: 1.6054707766, propagate_forward_time: 45.6417198181, propagate_backward_time: 80.8428192139, weight_update_time: 0.1597848833, other_time: 3.8493652344
epoch time: 10.1064596176s, input_fired_time: 0.2300501168, output_fired_time: 0.0000000000, propagate_forward_time: 9.1658878326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7105216980
validation[          , genome  7132] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       658.10699, best error:       651.46619 on epoch:    20, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 133.5619506836s, input_fired_time: 1.7280788422, output_fired_time: 1.5888972282, propagate_forward_time: 45.7508544922, propagate_backward_time: 80.6731414795, weight_update_time: 0.1583898962, other_time: 3.8209838867
epoch time: 10.0791082382s, input_fired_time: 0.2321716696, output_fired_time: 0.0000000000, propagate_forward_time: 9.1349411011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7119951248
validation[          , genome  7132] predictions:    9777/  10000 (97.77%), best:    9794/10000 (97.94%), error:       729.34656, best error:       651.46619 on epoch:    20, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.4657897949s, input_fired_time: 1.7487423420, output_fired_time: 1.5377367735, propagate_forward_time: 45.6733512878, propagate_backward_time: 80.7054519653, weight_update_time: 0.1568584740, other_time: 3.8004989624
epoch time: 10.0885524750s, input_fired_time: 0.2313385159, output_fired_time: 0.0000000000, propagate_forward_time: 9.1465539932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7106599808
validation[          , genome  7132] predictions:    9693/  10000 (96.93%), best:    9794/10000 (97.94%), error:       994.17383, best error:       651.46619 on epoch:    20, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 134.2389373779s, input_fired_time: 1.7737017870, output_fired_time: 1.5431386232, propagate_forward_time: 45.9496955872, propagate_backward_time: 81.1465454102, weight_update_time: 0.1736746728, other_time: 3.8258666992
epoch time: 10.0925559998s, input_fired_time: 0.2307642549, output_fired_time: 0.0000000000, propagate_forward_time: 9.1519365311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7098550797
validation[          , genome  7132] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       721.65674, best error:       651.46619 on epoch:    20, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.8441772461s, input_fired_time: 1.7272377014, output_fired_time: 1.5373588800, propagate_forward_time: 45.7247772217, propagate_backward_time: 81.0121307373, weight_update_time: 0.1597088426, other_time: 3.8426818848
epoch time: 10.0760946274s, input_fired_time: 0.2287522554, output_fired_time: 0.0000000000, propagate_forward_time: 9.1252279282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7221145630
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9794/10000 (97.94%), error:       838.65314, best error:       651.46619 on epoch:    20, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.8488922119s, input_fired_time: 1.7287514210, output_fired_time: 1.5360666513, propagate_forward_time: 45.6532783508, propagate_backward_time: 81.1219711304, weight_update_time: 0.1584019065, other_time: 3.8088302612
epoch time: 10.0254793167s, input_fired_time: 0.2294303626, output_fired_time: 0.0000000000, propagate_forward_time: 9.0874748230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7085742950
validation[          , genome  7132] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       675.58368, best error:       651.46619 on epoch:    20, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 133.8839874268s, input_fired_time: 1.7287114859, output_fired_time: 1.5773288012, propagate_forward_time: 45.6821899414, propagate_backward_time: 81.0749130249, weight_update_time: 0.1587420851, other_time: 3.8208389282
epoch time: 10.1156349182s, input_fired_time: 0.2330284417, output_fired_time: 0.0000000000, propagate_forward_time: 9.1707887650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7118177414
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       717.30414, best error:       651.46619 on epoch:    20, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 134.1255187988s, input_fired_time: 1.7629916668, output_fired_time: 1.5413445234, propagate_forward_time: 45.8171615601, propagate_backward_time: 81.1911544800, weight_update_time: 0.1607176065, other_time: 3.8128662109
epoch time: 10.0832853317s, input_fired_time: 0.2305169553, output_fired_time: 0.0000000000, propagate_forward_time: 9.1402139664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7125539780
validation[          , genome  7132] predictions:    9746/  10000 (97.46%), best:    9794/10000 (97.94%), error:       773.24402, best error:       651.46619 on epoch:    20, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 133.9999084473s, input_fired_time: 1.7358120680, output_fired_time: 1.5378576517, propagate_forward_time: 45.4915466309, propagate_backward_time: 81.3860244751, weight_update_time: 0.1576464176, other_time: 3.8486709595
epoch time: 10.0880250931s, input_fired_time: 0.2304897159, output_fired_time: 0.0000000000, propagate_forward_time: 9.1432733536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142620087
validation[          , genome  7132] predictions:    9808/  10000 (98.08%), best:    9794/10000 (97.94%), error:       666.82538, best error:       651.46619 on epoch:    20, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 133.8581848145s, input_fired_time: 1.7359780073, output_fired_time: 1.5736798048, propagate_forward_time: 45.5525283813, propagate_backward_time: 81.1266555786, weight_update_time: 0.1571403593, other_time: 3.8693389893
epoch time: 10.0744295120s, input_fired_time: 0.2320190072, output_fired_time: 0.0000000000, propagate_forward_time: 9.1277971268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7146129608
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       802.66882, best error:       651.46619 on epoch:    20, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 134.0031127930s, input_fired_time: 1.7259743214, output_fired_time: 1.5483051538, propagate_forward_time: 45.7289085388, propagate_backward_time: 81.1611785889, weight_update_time: 0.1577355117, other_time: 3.8387451172
epoch time: 10.0588884354s, input_fired_time: 0.2340164036, output_fired_time: 0.0000000000, propagate_forward_time: 9.1145887375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7102832794
validation[          , genome  7132] predictions:    9753/  10000 (97.53%), best:    9794/10000 (97.94%), error:       817.56635, best error:       651.46619 on epoch:    20, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.0841064453s, input_fired_time: 1.7406239510, output_fired_time: 1.5373909473, propagate_forward_time: 45.6866073608, propagate_backward_time: 81.2997817993, weight_update_time: 0.1600668281, other_time: 3.8197021484
epoch time: 10.5408859253s, input_fired_time: 0.2804611027, output_fired_time: 0.0000000000, propagate_forward_time: 9.5103282928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500963211
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       747.15625, best error:       651.46619 on epoch:    20, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 134.1371154785s, input_fired_time: 1.7404007912, output_fired_time: 1.5487082005, propagate_forward_time: 45.6376609802, propagate_backward_time: 81.3912200928, weight_update_time: 0.1568901986, other_time: 3.8191223145
epoch time: 10.0784740448s, input_fired_time: 0.2303854674, output_fired_time: 0.0000000000, propagate_forward_time: 9.1379127502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7101755142
validation[          , genome  7132] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       697.34216, best error:       651.46619 on epoch:    20, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 134.2475891113s, input_fired_time: 1.7676588297, output_fired_time: 1.5398244858, propagate_forward_time: 45.6936264038, propagate_backward_time: 81.4267959595, weight_update_time: 0.1572679430, other_time: 3.8196868896
epoch time: 10.0416345596s, input_fired_time: 0.2337394208, output_fired_time: 0.0000000000, propagate_forward_time: 9.0830831528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7248115540
validation[          , genome  7132] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       746.64996, best error:       651.46619 on epoch:    20, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 135.3741455078s, input_fired_time: 1.7510076761, output_fired_time: 1.5419129133, propagate_forward_time: 46.0657539368, propagate_backward_time: 82.1863403320, weight_update_time: 0.1588234156, other_time: 3.8291320801
epoch time: 10.1574440002s, input_fired_time: 0.2677179277, output_fired_time: 0.0000000000, propagate_forward_time: 9.1452875137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7444381714
validation[          , genome  7132] predictions:    9736/  10000 (97.36%), best:    9794/10000 (97.94%), error:       856.76624, best error:       651.46619 on epoch:    20, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.6477813721s, input_fired_time: 1.7330226898, output_fired_time: 1.5676403046, propagate_forward_time: 45.7200126648, propagate_backward_time: 81.8292770386, weight_update_time: 0.1594417691, other_time: 3.7978286743
epoch time: 10.0920944214s, input_fired_time: 0.2308546752, output_fired_time: 0.0000000000, propagate_forward_time: 9.1516113281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096281052
validation[          , genome  7132] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       891.28906, best error:       651.46619 on epoch:    20, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 134.8520050049s, input_fired_time: 1.7499173880, output_fired_time: 1.5522327423, propagate_forward_time: 45.8604583740, propagate_backward_time: 81.8284149170, weight_update_time: 0.1579764932, other_time: 3.8609771729
epoch time: 10.0814275742s, input_fired_time: 0.2434027791, output_fired_time: 0.0000000000, propagate_forward_time: 9.1283445358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096805573
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       758.47772, best error:       651.46619 on epoch:    20, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.5911712646s, input_fired_time: 1.8057211637, output_fired_time: 1.5791825056, propagate_forward_time: 45.7351455688, propagate_backward_time: 81.6528701782, weight_update_time: 0.1573516876, other_time: 3.8182525635
epoch time: 10.0059633255s, input_fired_time: 0.2312257290, output_fired_time: 0.0000000000, propagate_forward_time: 9.0673198700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7074174881
validation[          , genome  7132] predictions:    9800/  10000 (98.00%), best:    9794/10000 (97.94%), error:       663.69141, best error:       651.46619 on epoch:    20, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 134.6408996582s, input_fired_time: 1.7346919775, output_fired_time: 1.5760526657, propagate_forward_time: 45.6905937195, propagate_backward_time: 81.8111801147, weight_update_time: 0.1607441753, other_time: 3.8283767700
epoch time: 10.0560741425s, input_fired_time: 0.2290247083, output_fired_time: 0.0000000000, propagate_forward_time: 9.1171236038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7099256516
validation[          , genome  7132] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       770.14838, best error:       651.46619 on epoch:    20, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.1145629883s, input_fired_time: 1.7665766478, output_fired_time: 1.5400341749, propagate_forward_time: 45.4652748108, propagate_backward_time: 81.5318527222, weight_update_time: 0.1580272317, other_time: 3.8108291626
epoch time: 10.0641870499s, input_fired_time: 0.2307391763, output_fired_time: 0.0000000000, propagate_forward_time: 9.1241426468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093048096
validation[          , genome  7132] predictions:    9811/  10000 (98.11%), best:    9794/10000 (97.94%), error:       652.25494, best error:       651.46619 on epoch:    20, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 135.0894622803s, input_fired_time: 1.7531661987, output_fired_time: 1.5816658735, propagate_forward_time: 45.7867889404, propagate_backward_time: 82.1463775635, weight_update_time: 0.1584340334, other_time: 3.8214721680
epoch time: 10.0255794525s, input_fired_time: 0.2328769714, output_fired_time: 0.0000000000, propagate_forward_time: 9.0848188400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7078838348
validation[          , genome  7132] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       648.88916, best error:       648.88916 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 134.4397125244s, input_fired_time: 1.7526782751, output_fired_time: 1.5411136150, propagate_forward_time: 45.6086959839, propagate_backward_time: 81.6725997925, weight_update_time: 0.1576212049, other_time: 3.8646240234
epoch time: 10.0163135529s, input_fired_time: 0.2327482253, output_fired_time: 0.0000000000, propagate_forward_time: 9.0742301941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093353271
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9820/10000 (98.20%), error:       703.60962, best error:       648.88916 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.5255126953s, input_fired_time: 1.7714358568, output_fired_time: 1.5523619652, propagate_forward_time: 45.7348136902, propagate_backward_time: 81.6166152954, weight_update_time: 0.1597735882, other_time: 3.8502731323
epoch time: 10.0898065567s, input_fired_time: 0.2342955023, output_fired_time: 0.0000000000, propagate_forward_time: 9.1482534409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7072572708
validation[          , genome  7132] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       742.08350, best error:       648.88916 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.4961700439s, input_fired_time: 1.7709870338, output_fired_time: 1.5360158682, propagate_forward_time: 45.6355628967, propagate_backward_time: 81.7080993652, weight_update_time: 0.1588913500, other_time: 3.8455200195
epoch time: 10.0547199249s, input_fired_time: 0.2328779250, output_fired_time: 0.0000000000, propagate_forward_time: 9.1152744293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065677643
validation[          , genome  7132] predictions:    9773/  10000 (97.73%), best:    9820/10000 (98.20%), error:       739.34259, best error:       648.88916 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 135.1615447998s, input_fired_time: 1.7528756857, output_fired_time: 1.5637986660, propagate_forward_time: 45.9074401855, propagate_backward_time: 82.0448074341, weight_update_time: 0.1606640071, other_time: 3.8926315308
epoch time: 10.0977859497s, input_fired_time: 0.2362280786, output_fired_time: 0.0000000000, propagate_forward_time: 9.1277303696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338275909
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9820/10000 (98.20%), error:       842.40350, best error:       648.88916 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 134.5895690918s, input_fired_time: 1.7368927002, output_fired_time: 1.5539085865, propagate_forward_time: 45.6295776367, propagate_backward_time: 81.8490982056, weight_update_time: 0.1587159932, other_time: 3.8200912476
epoch time: 10.1180686951s, input_fired_time: 0.2329733670, output_fired_time: 0.0000000000, propagate_forward_time: 9.1777391434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073564529
validation[          , genome  7132] predictions:    9780/  10000 (97.80%), best:    9820/10000 (98.20%), error:       775.04480, best error:       648.88916 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 134.4604339600s, input_fired_time: 1.7354003191, output_fired_time: 1.5492188931, propagate_forward_time: 45.6513595581, propagate_backward_time: 81.7165451050, weight_update_time: 0.1603058875, other_time: 3.8079071045
epoch time: 10.2106914520s, input_fired_time: 0.2360201925, output_fired_time: 0.0000000000, propagate_forward_time: 9.2128953934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7617759705
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9820/10000 (98.20%), error:       701.77155, best error:       648.88916 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 134.5866546631s, input_fired_time: 1.7583769560, output_fired_time: 1.5356965065, propagate_forward_time: 45.5017013550, propagate_backward_time: 81.9837188721, weight_update_time: 0.1577092409, other_time: 3.8071670532
epoch time: 10.0807161331s, input_fired_time: 0.2354980260, output_fired_time: 0.0000000000, propagate_forward_time: 9.1357889175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7094287872
validation[          , genome  7132] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       747.37573, best error:       648.88916 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 135.3127441406s, input_fired_time: 1.7531361580, output_fired_time: 1.5743702650, propagate_forward_time: 45.9131622314, propagate_backward_time: 82.2593231201, weight_update_time: 0.1574816108, other_time: 3.8127441406
epoch time: 10.0747756958s, input_fired_time: 0.2335058898, output_fired_time: 0.0000000000, propagate_forward_time: 9.1278514862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134180069
validation[          , genome  7132] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       689.39209, best error:       648.88916 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 134.7445983887s, input_fired_time: 1.7471412420, output_fired_time: 1.5419189930, propagate_forward_time: 45.6584815979, propagate_backward_time: 81.9596252441, weight_update_time: 0.1578707397, other_time: 3.8374328613
epoch time: 10.0905179977s, input_fired_time: 0.2365262359, output_fired_time: 0.0000000000, propagate_forward_time: 9.1447172165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092742920
validation[          , genome  7132] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       745.40686, best error:       648.88916 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 134.4154510498s, input_fired_time: 1.7431099415, output_fired_time: 1.5418812037, propagate_forward_time: 45.6972694397, propagate_backward_time: 81.6378402710, weight_update_time: 0.1591056883, other_time: 3.7953567505
epoch time: 10.0594558716s, input_fired_time: 0.2349103689, output_fired_time: 0.0000000000, propagate_forward_time: 9.1145391464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100067139
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9820/10000 (98.20%), error:       779.31030, best error:       648.88916 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.7745208740s, input_fired_time: 1.7439415455, output_fired_time: 1.5366731882, propagate_forward_time: 45.7331771851, propagate_backward_time: 81.9472122192, weight_update_time: 0.1642756164, other_time: 3.8135223389
epoch time: 10.0224266052s, input_fired_time: 0.2354132533, output_fired_time: 0.0000000000, propagate_forward_time: 9.0768251419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7101879120
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       876.63513, best error:       648.88916 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 135.0340728760s, input_fired_time: 1.7561587095, output_fired_time: 1.5575333834, propagate_forward_time: 45.7415924072, propagate_backward_time: 82.1814422607, weight_update_time: 0.1594066620, other_time: 3.7973327637
epoch time: 10.0701084137s, input_fired_time: 0.2319313288, output_fired_time: 0.0000000000, propagate_forward_time: 9.1333484650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7048282623
validation[          , genome  7132] predictions:    9788/  10000 (97.88%), best:    9820/10000 (98.20%), error:       727.47107, best error:       648.88916 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 134.9042663574s, input_fired_time: 1.7346510887, output_fired_time: 1.5407890081, propagate_forward_time: 45.6752929688, propagate_backward_time: 82.1352157593, weight_update_time: 0.1583169997, other_time: 3.8183212280
epoch time: 10.0748538971s, input_fired_time: 0.2330959737, output_fired_time: 0.0000000000, propagate_forward_time: 9.1263942719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7153635025
validation[          , genome  7132] predictions:    9747/  10000 (97.47%), best:    9820/10000 (98.20%), error:       844.10852, best error:       648.88916 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.7375793457s, input_fired_time: 1.7362059355, output_fired_time: 1.5361794233, propagate_forward_time: 45.6738204956, propagate_backward_time: 81.9778671265, weight_update_time: 0.1582034826, other_time: 3.8135070801
epoch time: 10.0175485611s, input_fired_time: 0.2331235260, output_fired_time: 0.0000000000, propagate_forward_time: 9.0705289841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138957977
validation[          , genome  7132] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       721.60919, best error:       648.88916 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 135.2050018311s, input_fired_time: 1.7442251444, output_fired_time: 1.5583721399, propagate_forward_time: 45.6655044556, propagate_backward_time: 82.4301452637, weight_update_time: 0.1578689516, other_time: 3.8067550659
epoch time: 10.1081247330s, input_fired_time: 0.2347605973, output_fired_time: 0.0000000000, propagate_forward_time: 9.1652975082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080669403
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       776.80371, best error:       648.88916 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 135.4579772949s, input_fired_time: 1.7530297041, output_fired_time: 1.5579723120, propagate_forward_time: 45.8112258911, propagate_backward_time: 82.5188446045, weight_update_time: 0.1612910628, other_time: 3.8169021606
epoch time: 10.0686092377s, input_fired_time: 0.2388537824, output_fired_time: 0.0000000000, propagate_forward_time: 9.1247806549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7049751282
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9820/10000 (98.20%), error:       858.45148, best error:       648.88916 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 134.9600067139s, input_fired_time: 1.7456041574, output_fired_time: 1.5391343832, propagate_forward_time: 45.6425743103, propagate_backward_time: 82.2263717651, weight_update_time: 0.1585649252, other_time: 3.8063125610
epoch time: 10.0444335938s, input_fired_time: 0.2381343544, output_fired_time: 0.0000000000, propagate_forward_time: 9.0983390808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7079601288
validation[          , genome  7132] predictions:    9738/  10000 (97.38%), best:    9820/10000 (98.20%), error:       851.64978, best error:       648.88916 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.6866149902s, input_fired_time: 1.7435733080, output_fired_time: 1.5430287123, propagate_forward_time: 45.5575942993, propagate_backward_time: 81.9652557373, weight_update_time: 0.1599431485, other_time: 3.8771591187
epoch time: 10.0712928772s, input_fired_time: 0.2342344522, output_fired_time: 0.0000000000, propagate_forward_time: 9.1296987534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073593140
validation[          , genome  7132] predictions:    9802/  10000 (98.02%), best:    9820/10000 (98.20%), error:       691.00183, best error:       648.88916 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 135.0578155518s, input_fired_time: 1.7838151455, output_fired_time: 1.5595136881, propagate_forward_time: 45.6511535645, propagate_backward_time: 82.2194595337, weight_update_time: 0.1638768613, other_time: 3.8438796997
epoch time: 10.0788059235s, input_fired_time: 0.2374198288, output_fired_time: 0.0000000000, propagate_forward_time: 9.1334333420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7079524994
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       765.52271, best error:       648.88916 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 135.2648620605s, input_fired_time: 1.7488301992, output_fired_time: 1.5561040640, propagate_forward_time: 45.8457145691, propagate_backward_time: 82.2902297974, weight_update_time: 0.1594710052, other_time: 3.8239822388
epoch time: 10.0822153091s, input_fired_time: 0.2355658114, output_fired_time: 0.0000000000, propagate_forward_time: 9.1374378204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092113495
validation[          , genome  7132] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       730.25043, best error:       648.88916 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 135.0009307861s, input_fired_time: 1.7539051771, output_fired_time: 1.5368463993, propagate_forward_time: 45.7288131714, propagate_backward_time: 82.1721038818, weight_update_time: 0.1612662822, other_time: 3.8092575073
epoch time: 10.0785570145s, input_fired_time: 0.2354481816, output_fired_time: 0.0000000000, propagate_forward_time: 9.0855216980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7575874329
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9820/10000 (98.20%), error:       831.71411, best error:       648.88916 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 134.6567230225s, input_fired_time: 1.7471293211, output_fired_time: 1.5451500416, propagate_forward_time: 45.5638160706, propagate_backward_time: 81.9830017090, weight_update_time: 0.1590448916, other_time: 3.8176269531
epoch time: 10.0694999695s, input_fired_time: 0.2460285127, output_fired_time: 0.0000000000, propagate_forward_time: 9.1128358841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7106351852
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       739.80902, best error:       648.88916 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 135.1368103027s, input_fired_time: 1.7449549437, output_fired_time: 1.5382013321, propagate_forward_time: 45.7191925049, propagate_backward_time: 82.2626495361, weight_update_time: 0.1605451107, other_time: 3.8718109131
epoch time: 10.0635128021s, input_fired_time: 0.2502184808, output_fired_time: 0.0000000000, propagate_forward_time: 9.1050453186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7082490921
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       747.32062, best error:       648.88916 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 135.1313781738s, input_fired_time: 1.7823991776, output_fired_time: 1.5374717712, propagate_forward_time: 45.7850456238, propagate_backward_time: 82.1784896851, weight_update_time: 0.1611269563, other_time: 3.8479690552
epoch time: 10.0945730209s, input_fired_time: 0.2343980521, output_fired_time: 0.0000000000, propagate_forward_time: 9.1363229752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238521576
validation[          , genome  7132] predictions:    9770/  10000 (97.70%), best:    9820/10000 (98.20%), error:       801.59412, best error:       648.88916 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 134.9052124023s, input_fired_time: 1.7608522177, output_fired_time: 1.5376408100, propagate_forward_time: 45.7384071350, propagate_backward_time: 82.0194854736, weight_update_time: 0.1604483873, other_time: 3.8488311768
epoch time: 10.1018686295s, input_fired_time: 0.2378152311, output_fired_time: 0.0000000000, propagate_forward_time: 9.1548748016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091789246
validation[          , genome  7132] predictions:    9769/  10000 (97.69%), best:    9820/10000 (98.20%), error:       770.45544, best error:       648.88916 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 134.7383422852s, input_fired_time: 1.7788347006, output_fired_time: 1.5784764290, propagate_forward_time: 45.5275802612, propagate_backward_time: 82.0023269653, weight_update_time: 0.1613344252, other_time: 3.8511199951
epoch time: 10.1074676514s, input_fired_time: 0.2347121686, output_fired_time: 0.0000000000, propagate_forward_time: 9.1334514618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7393035889
validation[          , genome  7132] predictions:    9796/  10000 (97.96%), best:    9820/10000 (98.20%), error:       730.27710, best error:       648.88916 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.9599151611s, input_fired_time: 1.7471626997, output_fired_time: 1.6042057276, propagate_forward_time: 45.7267646790, propagate_backward_time: 82.0636367798, weight_update_time: 0.1612879187, other_time: 3.8181533813
epoch time: 10.0877561569s, input_fired_time: 0.2333337218, output_fired_time: 0.0000000000, propagate_forward_time: 9.1402378082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7141847610
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9820/10000 (98.20%), error:       791.50330, best error:       648.88916 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 135.5070037842s, input_fired_time: 1.7479236126, output_fired_time: 1.5425134897, propagate_forward_time: 45.8987350464, propagate_backward_time: 82.5004272461, weight_update_time: 0.1620222777, other_time: 3.8174057007
epoch time: 10.0969161987s, input_fired_time: 0.2358305156, output_fired_time: 0.0000000000, propagate_forward_time: 9.1495914459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7114944458
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       826.07318, best error:       648.88916 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 135.0414886475s, input_fired_time: 1.7461974621, output_fired_time: 1.5363595486, propagate_forward_time: 45.5550384521, propagate_backward_time: 82.3934402466, weight_update_time: 0.1612408161, other_time: 3.8104476929
epoch time: 10.1181859970s, input_fired_time: 0.2667763829, output_fired_time: 0.0000000000, propagate_forward_time: 9.1339559555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7174539566
validation[          , genome  7132] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       754.20361, best error:       648.88916 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 134.8346405029s, input_fired_time: 1.7560702562, output_fired_time: 1.5336053371, propagate_forward_time: 45.6674385071, propagate_backward_time: 82.0778121948, weight_update_time: 0.1616975963, other_time: 3.7997207642
epoch time: 10.0836191177s, input_fired_time: 0.2364655286, output_fired_time: 0.0000000000, propagate_forward_time: 9.1363105774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7108430862
validation[          , genome  7132] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       697.69800, best error:       648.88916 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 135.1567993164s, input_fired_time: 1.7622246742, output_fired_time: 1.5410956144, propagate_forward_time: 45.7146835327, propagate_backward_time: 82.2974624634, weight_update_time: 0.1681943238, other_time: 3.8413391113
epoch time: 10.0383329391s, input_fired_time: 0.2348899394, output_fired_time: 0.0000000000, propagate_forward_time: 9.0958051682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076377869
validation[          , genome  7132] predictions:    9809/  10000 (98.09%), best:    9820/10000 (98.20%), error:       697.20447, best error:       648.88916 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.8588104248s, input_fired_time: 1.7719864845, output_fired_time: 1.5829693079, propagate_forward_time: 45.6697044373, propagate_backward_time: 82.0212097168, weight_update_time: 0.1646990776, other_time: 3.8129425049
epoch time: 10.4739799500s, input_fired_time: 0.2327203155, output_fired_time: 0.0000000000, propagate_forward_time: 9.5322818756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089776993
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       802.46533, best error:       648.88916 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 135.1709289551s, input_fired_time: 1.7517975569, output_fired_time: 1.5454758406, propagate_forward_time: 45.7160682678, propagate_backward_time: 82.3587646484, weight_update_time: 0.1628449410, other_time: 3.7988281250
epoch time: 10.0670633316s, input_fired_time: 0.2368807048, output_fired_time: 0.0000000000, propagate_forward_time: 9.1210556030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091274261
validation[          , genome  7132] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       703.18628, best error:       648.88916 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 135.0065765381s, input_fired_time: 1.7527222633, output_fired_time: 1.5539579391, propagate_forward_time: 45.7744255066, propagate_backward_time: 82.1230545044, weight_update_time: 0.1610822082, other_time: 3.8024215698
epoch time: 10.0796375275s, input_fired_time: 0.2334252894, output_fired_time: 0.0000000000, propagate_forward_time: 9.1343288422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7118835449
validation[          , genome  7132] predictions:    9746/  10000 (97.46%), best:    9820/10000 (98.20%), error:       852.76440, best error:       648.88916 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 135.2023315430s, input_fired_time: 1.7557476759, output_fired_time: 1.5348453522, propagate_forward_time: 45.7951660156, propagate_backward_time: 82.3019332886, weight_update_time: 0.1617039591, other_time: 3.8146286011
epoch time: 10.1090488434s, input_fired_time: 0.2349227071, output_fired_time: 0.0000000000, propagate_forward_time: 9.1618385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122879028
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       714.43817, best error:       648.88916 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.9938659668s, input_fired_time: 1.7700346708, output_fired_time: 1.5394212008, propagate_forward_time: 45.6222839355, propagate_backward_time: 82.2301101685, weight_update_time: 0.1617752314, other_time: 3.8320083618
epoch time: 10.0946111679s, input_fired_time: 0.2333580106, output_fired_time: 0.0000000000, propagate_forward_time: 9.1529102325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083425522
validation[          , genome  7132] predictions:    9779/  10000 (97.79%), best:    9820/10000 (98.20%), error:       736.96521, best error:       648.88916 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 135.1191711426s, input_fired_time: 1.7615159750, output_fired_time: 1.5726656914, propagate_forward_time: 45.8361701965, propagate_backward_time: 82.1275787354, weight_update_time: 0.1611409634, other_time: 3.8212432861
epoch time: 10.1194229126s, input_fired_time: 0.2357679754, output_fired_time: 0.0000000000, propagate_forward_time: 9.1746635437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089910507
validation[          , genome  7132] predictions:    9763/  10000 (97.63%), best:    9820/10000 (98.20%), error:       792.19342, best error:       648.88916 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.8980102539s, input_fired_time: 1.7569777966, output_fired_time: 1.5394965410, propagate_forward_time: 45.6176109314, propagate_backward_time: 82.1681747437, weight_update_time: 0.1618317068, other_time: 3.8157577515
epoch time: 10.0428133011s, input_fired_time: 0.2352789491, output_fired_time: 0.0000000000, propagate_forward_time: 9.0971775055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103567123
validation[          , genome  7132] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       776.66077, best error:       648.88916 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 135.2063598633s, input_fired_time: 1.8542234898, output_fired_time: 1.5441188812, propagate_forward_time: 45.6342353821, propagate_backward_time: 82.3574447632, weight_update_time: 0.1639531404, other_time: 3.8163528442
epoch time: 10.0223255157s, input_fired_time: 0.2350895852, output_fired_time: 0.0000000000, propagate_forward_time: 9.0758390427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113971710
validation[          , genome  7132] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       730.87994, best error:       648.88916 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 135.1459045410s, input_fired_time: 1.7976288795, output_fired_time: 1.5407861471, propagate_forward_time: 45.6463088989, propagate_backward_time: 82.2645797729, weight_update_time: 0.1635777056, other_time: 3.8966064453
epoch time: 10.0893239975s, input_fired_time: 0.2803886235, output_fired_time: 0.0000000000, propagate_forward_time: 9.0933036804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156314850
validation[          , genome  7132] predictions:    9719/  10000 (97.19%), best:    9820/10000 (98.20%), error:       931.84460, best error:       648.88916 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 142.4632873535s, input_fired_time: 1.8598724604, output_fired_time: 1.5990151167, propagate_forward_time: 48.1468811035, propagate_backward_time: 86.8659744263, weight_update_time: 0.1709078997, other_time: 3.9915390015
epoch time: 11.2248249054s, input_fired_time: 0.3081079423, output_fired_time: 0.0000000000, propagate_forward_time: 10.1156949997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8010215759
validation[          , genome  7132] predictions:    9806/  10000 (98.06%), best:    9820/10000 (98.20%), error:       681.59265, best error:       648.88916 on epoch:    59, 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: 55.1239547729s, input_fired_time: 1.2810469866, output_fired_time: 0.0000000000, propagate_forward_time: 49.8263702393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0165367126
best training[          , genome  7132] predictions:   49792/  50000 (99.58%), best:    9820/10000 (98.20%), error:       950.92450, best error:       648.88916 on epoch:    59, 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: 11.4395437241s, input_fired_time: 0.2492834628, output_fired_time: 0.0000000000, propagate_forward_time: 10.3019657135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8882942200
   testing[          , genome  7132] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       567.15192, best error:       648.88916 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:15:11 (3540): called boinc_finish(0)

</stderr_txt>
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