Nameexact_genome_1512568488_43_6703_0
Workunit2604769
Created7 Dec 2017, 21:20:07 UTC
Sent7 Dec 2017, 21:28:33 UTC
Report deadline16 Dec 2017, 11:03:37 UTC
Received8 Dec 2017, 12:02:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time2 hours 0 min 3 sec
CPU time1 hours 54 min 42 sec
Validate stateValid
Credit2,141.51
Device peak FLOPS4.32 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.66 MB
Peak swap size158.72 MB
Peak disk usage2.07 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1489672363, output_fired_time: 0.0000000000, propagate_forward_time: 4.4886240959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999833107
validation[          , genome  6703] predictions:    9645/  10000 (96.45%), best:    9750/10000 (97.50%), error:      1099.89368, best error:       845.49371 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 67.2965240479s, input_fired_time: 1.3506567478, output_fired_time: 1.1071310043, propagate_forward_time: 23.3990211487, propagate_backward_time: 38.3142662048, weight_update_time: 0.1750153452, other_time: 3.1254501343
epoch time: 5.5922222137s, input_fired_time: 0.1740908772, output_fired_time: 0.0000000000, propagate_forward_time: 4.8796782494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384531021
validation[          , genome  6703] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       840.00360, best error:       840.00360 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.1524963379s, input_fired_time: 1.1622765064, output_fired_time: 0.9577125311, propagate_forward_time: 22.5989360809, propagate_backward_time: 36.5348854065, weight_update_time: 0.1648704410, other_time: 2.8986854553
epoch time: 5.3242988586s, input_fired_time: 0.1556026191, output_fired_time: 0.0000000000, propagate_forward_time: 4.6725182533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961781502
validation[          , genome  6703] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       809.89032, best error:       809.89032 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 68.2695236206s, input_fired_time: 1.4934251308, output_fired_time: 1.2185015678, propagate_forward_time: 23.5830154419, propagate_backward_time: 38.4226226807, weight_update_time: 0.1951492727, other_time: 3.5519638062
epoch time: 5.2530441284s, input_fired_time: 0.1511757821, output_fired_time: 0.0000000000, propagate_forward_time: 4.5905127525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113554001
validation[          , genome  6703] predictions:    9762/  10000 (97.62%), best:    9760/10000 (97.60%), error:       813.82635, best error:       809.89032 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.8981857300s, input_fired_time: 1.2674189806, output_fired_time: 1.0957659483, propagate_forward_time: 23.3718338013, propagate_backward_time: 38.2431526184, weight_update_time: 0.1618575901, other_time: 2.9200172424
epoch time: 5.4127697945s, input_fired_time: 0.1679454744, output_fired_time: 0.0000000000, propagate_forward_time: 4.7429370880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018873215
validation[          , genome  6703] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       863.36707, best error:       809.89032 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 69.8086776733s, input_fired_time: 1.4252969027, output_fired_time: 1.2134115696, propagate_forward_time: 24.0805320740, propagate_backward_time: 39.8724632263, weight_update_time: 0.1805927455, other_time: 3.2169723511
epoch time: 5.4934844971s, input_fired_time: 0.1744271666, output_fired_time: 0.0000000000, propagate_forward_time: 4.7948637009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241937637
validation[          , genome  6703] predictions:    9667/  10000 (96.67%), best:    9760/10000 (97.60%), error:      1090.05835, best error:       809.89032 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 69.7324600220s, input_fired_time: 1.3797680140, output_fired_time: 1.1834374666, propagate_forward_time: 24.2901268005, propagate_backward_time: 39.8653717041, weight_update_time: 0.1706671268, other_time: 3.0137519836
epoch time: 5.4235191345s, input_fired_time: 0.1653011441, output_fired_time: 0.0000000000, propagate_forward_time: 4.7324624062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257554054
validation[          , genome  6703] predictions:    9708/  10000 (97.08%), best:    9760/10000 (97.60%), error:       942.97144, best error:       809.89032 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 70.2599792480s, input_fired_time: 1.5114777088, output_fired_time: 1.2882128954, propagate_forward_time: 24.2126274109, propagate_backward_time: 39.5287704468, weight_update_time: 0.2019795626, other_time: 3.7188911438
epoch time: 5.2488770485s, input_fired_time: 0.1589864492, output_fired_time: 0.0000000000, propagate_forward_time: 4.5699052811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199851990
validation[          , genome  6703] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       814.31781, best error:       809.89032 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.6042251587s, input_fired_time: 1.2526963949, output_fired_time: 1.0552314520, propagate_forward_time: 23.3278331757, propagate_backward_time: 37.9678611755, weight_update_time: 0.1727329642, other_time: 3.0006065369
epoch time: 5.1832332611s, input_fired_time: 0.1518388838, output_fired_time: 0.0000000000, propagate_forward_time: 4.5460467339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853477478
validation[          , genome  6703] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       859.63824, best error:       809.89032 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.8052902222s, input_fired_time: 1.3091551065, output_fired_time: 1.0294249058, propagate_forward_time: 23.0017681122, propagate_backward_time: 37.3055915833, weight_update_time: 0.1808789670, other_time: 3.1593437195
epoch time: 5.1115050316s, input_fired_time: 0.1474889219, output_fired_time: 0.0000000000, propagate_forward_time: 4.4805946350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834213257
validation[          , genome  6703] predictions:    9751/  10000 (97.51%), best:    9760/10000 (97.60%), error:       826.39996, best error:       809.89032 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.4129791260s, input_fired_time: 1.1988751888, output_fired_time: 0.9875737429, propagate_forward_time: 22.6969394684, propagate_backward_time: 36.6798248291, weight_update_time: 0.1612102985, other_time: 2.8497619629
epoch time: 5.0944128036s, input_fired_time: 0.1473514885, output_fired_time: 0.0000000000, propagate_forward_time: 4.4817214012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653401375
validation[          , genome  6703] predictions:    9711/  10000 (97.11%), best:    9760/10000 (97.60%), error:       932.56989, best error:       809.89032 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.5652542114s, input_fired_time: 1.3335853815, output_fired_time: 1.0732687712, propagate_forward_time: 22.8626842499, propagate_backward_time: 36.9475975037, weight_update_time: 0.1847835481, other_time: 3.3481178284
epoch time: 6.5675144196s, input_fired_time: 0.3238599598, output_fired_time: 0.0000000000, propagate_forward_time: 5.1405568123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1030974388
validation[          , genome  6703] predictions:    9723/  10000 (97.23%), best:    9760/10000 (97.60%), error:       914.24286, best error:       809.89032 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.1448745728s, input_fired_time: 1.1737041473, output_fired_time: 0.9546670318, propagate_forward_time: 22.6564159393, propagate_backward_time: 36.4929275513, weight_update_time: 0.1625280976, other_time: 2.8671569824
epoch time: 5.3531866074s, input_fired_time: 0.1817035377, output_fired_time: 0.0000000000, propagate_forward_time: 4.5830097198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884733200
validation[          , genome  6703] predictions:    9607/  10000 (96.07%), best:    9760/10000 (97.60%), error:      1276.89648, best error:       809.89032 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.2401123047s, input_fired_time: 1.2000844479, output_fired_time: 0.9845292568, propagate_forward_time: 22.5651607513, propagate_backward_time: 36.5910415649, weight_update_time: 0.1641416550, other_time: 2.8992996216
epoch time: 5.9178252220s, input_fired_time: 0.2514004707, output_fired_time: 0.0000000000, propagate_forward_time: 4.8135633469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8528614044
validation[          , genome  6703] predictions:    9671/  10000 (96.71%), best:    9760/10000 (97.60%), error:      1034.41003, best error:       809.89032 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.6836242676s, input_fired_time: 1.1479485035, output_fired_time: 0.9381313920, propagate_forward_time: 22.4705657959, propagate_backward_time: 36.2992095947, weight_update_time: 0.1604855955, other_time: 2.8277664185
epoch time: 5.3695640564s, input_fired_time: 0.1823647171, output_fired_time: 0.0000000000, propagate_forward_time: 4.6134223938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737767220
validation[          , genome  6703] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       808.33112, best error:       808.33112 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.9650840759s, input_fired_time: 1.1729205847, output_fired_time: 0.9694204330, propagate_forward_time: 22.4943237305, propagate_backward_time: 36.3927001953, weight_update_time: 0.1619747877, other_time: 2.9357185364
epoch time: 6.4419145584s, input_fired_time: 0.3266162574, output_fired_time: 0.0000000000, propagate_forward_time: 5.0302371979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0850610733
validation[          , genome  6703] predictions:    9723/  10000 (97.23%), best:    9741/10000 (97.41%), error:       876.86584, best error:       808.33112 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.2403106689s, input_fired_time: 1.2808068991, output_fired_time: 1.0552912951, propagate_forward_time: 22.8068294525, propagate_backward_time: 36.8273391724, weight_update_time: 0.1839676201, other_time: 3.2700424194
epoch time: 5.1024169922s, input_fired_time: 0.1438699365, output_fired_time: 0.0000000000, propagate_forward_time: 4.4608473778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976997375
validation[          , genome  6703] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       736.54529, best error:       736.54529 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.2286453247s, input_fired_time: 1.2090042830, output_fired_time: 1.0229253769, propagate_forward_time: 22.9503040314, propagate_backward_time: 37.1404037476, weight_update_time: 0.1620434672, other_time: 2.9060058594
epoch time: 5.2778611183s, input_fired_time: 0.1611595452, output_fired_time: 0.0000000000, propagate_forward_time: 4.6082558632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084457397
validation[          , genome  6703] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       780.37000, best error:       736.54529 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.9549942017s, input_fired_time: 1.3581608534, output_fired_time: 1.1357479095, propagate_forward_time: 23.6786499023, propagate_backward_time: 38.6415557861, weight_update_time: 0.1758340895, other_time: 3.1408767700
epoch time: 5.4335851669s, input_fired_time: 0.1713722795, output_fired_time: 0.0000000000, propagate_forward_time: 4.7371439934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250687599
validation[          , genome  6703] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       799.79492, best error:       736.54529 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.1767807007s, input_fired_time: 1.3397190571, output_fired_time: 1.1668964624, propagate_forward_time: 24.0703067780, propagate_backward_time: 39.5729980469, weight_update_time: 0.1685578227, other_time: 3.0268630981
epoch time: 6.4479436874s, input_fired_time: 0.3090954721, output_fired_time: 0.0000000000, propagate_forward_time: 5.1387610435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0000872612
validation[          , genome  6703] predictions:    9664/  10000 (96.64%), best:    9776/10000 (97.76%), error:      1126.00012, best error:       736.54529 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 70.3158111572s, input_fired_time: 1.4790222645, output_fired_time: 1.2180744410, propagate_forward_time: 24.3051815033, propagate_backward_time: 39.8634300232, weight_update_time: 0.1855160594, other_time: 3.4501075745
epoch time: 5.5109343529s, input_fired_time: 0.1741572022, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147511482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220260620
validation[          , genome  6703] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       766.17279, best error:       736.54529 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.7656860352s, input_fired_time: 1.2299115658, output_fired_time: 1.0121634007, propagate_forward_time: 23.0927467346, propagate_backward_time: 37.5179786682, weight_update_time: 0.1667725295, other_time: 2.9128837585
epoch time: 5.1612195969s, input_fired_time: 0.1548237503, output_fired_time: 0.0000000000, propagate_forward_time: 4.4908018112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155940056
validation[          , genome  6703] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       806.31238, best error:       736.54529 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.9981002808s, input_fired_time: 1.2675416470, output_fired_time: 1.0249378681, propagate_forward_time: 22.7789630890, propagate_backward_time: 36.7753105164, weight_update_time: 0.1757085025, other_time: 3.1513481140
epoch time: 5.1319398880s, input_fired_time: 0.1461101621, output_fired_time: 0.0000000000, propagate_forward_time: 4.4900918007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957380295
validation[          , genome  6703] predictions:    9708/  10000 (97.08%), best:    9776/10000 (97.76%), error:       908.35101, best error:       736.54529 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.1078262329s, input_fired_time: 1.1736086607, output_fired_time: 0.9688407183, propagate_forward_time: 22.5520305634, propagate_backward_time: 36.4651336670, weight_update_time: 0.1702357680, other_time: 2.9482116699
epoch time: 5.1788291931s, input_fired_time: 0.1539971083, output_fired_time: 0.0000000000, propagate_forward_time: 4.5130338669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117983818
validation[          , genome  6703] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       783.17029, best error:       736.54529 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.0805511475s, input_fired_time: 1.4397171736, output_fired_time: 1.2109109163, propagate_forward_time: 23.2025775909, propagate_backward_time: 37.5373191833, weight_update_time: 0.2084509730, other_time: 3.6900215149
epoch time: 5.1595363617s, input_fired_time: 0.1537395418, output_fired_time: 0.0000000000, propagate_forward_time: 4.5106978416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950990677
validation[          , genome  6703] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       769.73718, best error:       736.54529 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.7653732300s, input_fired_time: 1.2244744301, output_fired_time: 1.0401449203, propagate_forward_time: 23.0747318268, propagate_backward_time: 37.4819755554, weight_update_time: 0.1620711982, other_time: 2.9440498352
epoch time: 5.1658768654s, input_fired_time: 0.1542486995, output_fired_time: 0.0000000000, propagate_forward_time: 4.5122394562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993886948
validation[          , genome  6703] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       840.80243, best error:       736.54529 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.0579071045s, input_fired_time: 1.3183952570, output_fired_time: 1.0714430809, propagate_forward_time: 23.1044864655, propagate_backward_time: 37.4350852966, weight_update_time: 0.1755656749, other_time: 3.1284980774
epoch time: 5.1501793861s, input_fired_time: 0.1508274376, output_fired_time: 0.0000000000, propagate_forward_time: 4.5000801086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992718697
validation[          , genome  6703] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       760.75000, best error:       736.54529 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.1743774414s, input_fired_time: 1.3018827438, output_fired_time: 1.0935826302, propagate_forward_time: 23.5044612885, propagate_backward_time: 38.2800674438, weight_update_time: 0.1685715467, other_time: 2.9943847656
epoch time: 5.1948161125s, input_fired_time: 0.1550191343, output_fired_time: 0.0000000000, propagate_forward_time: 4.5291891098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106077194
validation[          , genome  6703] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       855.72589, best error:       736.54529 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.5544433594s, input_fired_time: 1.4757869244, output_fired_time: 1.2004942894, propagate_forward_time: 23.3360939026, propagate_backward_time: 37.8357391357, weight_update_time: 0.2137499750, other_time: 3.7063331604
epoch time: 5.2646079063s, input_fired_time: 0.1621368080, output_fired_time: 0.0000000000, propagate_forward_time: 4.5992641449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032067299
validation[          , genome  6703] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       838.34821, best error:       736.54529 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.4517211914s, input_fired_time: 1.1947944164, output_fired_time: 0.9977136254, propagate_forward_time: 22.6929054260, propagate_backward_time: 36.6461296082, weight_update_time: 0.1668332219, other_time: 2.9201774597
epoch time: 5.1342086792s, input_fired_time: 0.1503736526, output_fired_time: 0.0000000000, propagate_forward_time: 4.5109682083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728670120
validation[          , genome  6703] predictions:    9746/  10000 (97.46%), best:    9776/10000 (97.76%), error:       846.90765, best error:       736.54529 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.3035888672s, input_fired_time: 1.2920609713, output_fired_time: 1.0266050100, propagate_forward_time: 22.8968162537, propagate_backward_time: 36.9474601746, weight_update_time: 0.1779475361, other_time: 3.1406478882
epoch time: 5.1588501930s, input_fired_time: 0.1508507878, output_fired_time: 0.0000000000, propagate_forward_time: 4.5195937157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884057045
validation[          , genome  6703] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       827.66547, best error:       736.54529 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.3254165649s, input_fired_time: 1.1997036934, output_fired_time: 0.9730976224, propagate_forward_time: 22.6308097839, propagate_backward_time: 36.6085968018, weight_update_time: 0.1646713763, other_time: 2.9132080078
epoch time: 5.1637706757s, input_fired_time: 0.1528115124, output_fired_time: 0.0000000000, propagate_forward_time: 4.4934339523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175251961
validation[          , genome  6703] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       817.45776, best error:       736.54529 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.1803436279s, input_fired_time: 1.4433099031, output_fired_time: 1.1812430620, propagate_forward_time: 23.2473716736, propagate_backward_time: 37.6378402710, weight_update_time: 0.2007251233, other_time: 3.6705741882
epoch time: 5.1586394310s, input_fired_time: 0.1519172937, output_fired_time: 0.0000000000, propagate_forward_time: 4.5001516342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065703392
validation[          , genome  6703] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       731.88824, best error:       731.88824 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.8821830750s, input_fired_time: 1.1606750488, output_fired_time: 0.9443293214, propagate_forward_time: 22.5517616272, propagate_backward_time: 36.3807067871, weight_update_time: 0.1659100056, other_time: 2.8447113037
epoch time: 5.0338382721s, input_fired_time: 0.1324936897, output_fired_time: 0.0000000000, propagate_forward_time: 4.4403743744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609704018
validation[          , genome  6703] predictions:    9728/  10000 (97.28%), best:    9777/10000 (97.77%), error:       839.31085, best error:       731.88824 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.1633682251s, input_fired_time: 1.3505496979, output_fired_time: 1.1008425951, propagate_forward_time: 23.1093997955, propagate_backward_time: 37.2615242004, weight_update_time: 0.1785180718, other_time: 3.3410530090
epoch time: 6.3845372200s, input_fired_time: 0.3236034214, output_fired_time: 0.0000000000, propagate_forward_time: 5.0224585533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0384750366
validation[          , genome  6703] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       764.58832, best error:       731.88824 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.5085067749s, input_fired_time: 1.1476659775, output_fired_time: 0.9090303183, propagate_forward_time: 22.5044689178, propagate_backward_time: 36.2238235474, weight_update_time: 0.1494752169, other_time: 2.7235183716
epoch time: 4.8370342255s, input_fired_time: 0.1158847958, output_fired_time: 0.0000000000, propagate_forward_time: 4.3582258224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629236221
validation[          , genome  6703] predictions:    9776/  10000 (97.76%), best:    9777/10000 (97.77%), error:       738.49847, best error:       731.88824 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.2346572876s, input_fired_time: 1.3259240389, output_fired_time: 1.0605186224, propagate_forward_time: 22.7714633942, propagate_backward_time: 36.8140449524, weight_update_time: 0.1778178364, other_time: 3.2627067566
epoch time: 4.8930401802s, input_fired_time: 0.1193583757, output_fired_time: 0.0000000000, propagate_forward_time: 4.3939642906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797173500
validation[          , genome  6703] predictions:    9705/  10000 (97.05%), best:    9777/10000 (97.77%), error:       948.03027, best error:       731.88824 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.0390090942s, input_fired_time: 1.1581236124, output_fired_time: 0.9275308847, propagate_forward_time: 22.7048950195, propagate_backward_time: 36.4298286438, weight_update_time: 0.1534129530, other_time: 2.8186302185
epoch time: 4.9745726585s, input_fired_time: 0.1250737011, output_fired_time: 0.0000000000, propagate_forward_time: 4.4420790672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074196815
validation[          , genome  6703] predictions:    9719/  10000 (97.19%), best:    9777/10000 (97.77%), error:       912.73468, best error:       731.88824 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.6916809082s, input_fired_time: 1.3343147039, output_fired_time: 1.0940124989, propagate_forward_time: 22.8522853851, propagate_backward_time: 37.0547409058, weight_update_time: 0.1786627024, other_time: 3.3563308716
epoch time: 4.8732008934s, input_fired_time: 0.1177204847, output_fired_time: 0.0000000000, propagate_forward_time: 4.3723378181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831424713
validation[          , genome  6703] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       822.06946, best error:       731.88824 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.3177032471s, input_fired_time: 1.3250668049, output_fired_time: 1.0525400639, propagate_forward_time: 22.8581867218, propagate_backward_time: 36.8403205872, weight_update_time: 0.1821677536, other_time: 3.2415885925
epoch time: 6.5342183113s, input_fired_time: 0.3168233931, output_fired_time: 0.0000000000, propagate_forward_time: 5.0903816223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1270132065
validation[          , genome  6703] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       780.82129, best error:       731.88824 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.8472099304s, input_fired_time: 1.1746704578, output_fired_time: 0.9288008213, propagate_forward_time: 22.5562801361, propagate_backward_time: 36.3367004395, weight_update_time: 0.1549696922, other_time: 2.8507537842
epoch time: 4.9387416840s, input_fired_time: 0.1301063448, output_fired_time: 0.0000000000, propagate_forward_time: 4.4132971764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953380585
validation[          , genome  6703] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       809.82074, best error:       731.88824 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.5345687866s, input_fired_time: 1.3311867714, output_fired_time: 1.0897747278, propagate_forward_time: 22.8755626678, propagate_backward_time: 36.9286499023, weight_update_time: 0.1812630594, other_time: 3.3093948364
epoch time: 5.4130687714s, input_fired_time: 0.1703057885, output_fired_time: 0.0000000000, propagate_forward_time: 4.6982064247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445566177
validation[          , genome  6703] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       724.00531, best error:       724.00531 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.7424812317s, input_fired_time: 1.1622848511, output_fired_time: 0.9351592660, propagate_forward_time: 22.5791816711, propagate_backward_time: 36.3059768677, weight_update_time: 0.1498467773, other_time: 2.7598800659
epoch time: 4.8666934967s, input_fired_time: 0.1177451313, output_fired_time: 0.0000000000, propagate_forward_time: 4.3770022392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719463348
validation[          , genome  6703] predictions:    9672/  10000 (96.72%), best:    9774/10000 (97.74%), error:      1028.31921, best error:       724.00531 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.7320556641s, input_fired_time: 1.3516697884, output_fired_time: 1.0760382414, propagate_forward_time: 22.9788398743, propagate_backward_time: 36.9879226685, weight_update_time: 0.1842249334, other_time: 3.3375854492
epoch time: 5.9878292084s, input_fired_time: 0.2550462484, output_fired_time: 0.0000000000, propagate_forward_time: 4.9326796532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8001031876
validation[          , genome  6703] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       865.90619, best error:       724.00531 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.8936157227s, input_fired_time: 1.3376868963, output_fired_time: 1.1000100374, propagate_forward_time: 22.9828605652, propagate_backward_time: 37.1125831604, weight_update_time: 0.1847192198, other_time: 3.3604774475
epoch time: 5.7812356949s, input_fired_time: 0.2379463911, output_fired_time: 0.0000000000, propagate_forward_time: 4.7434182167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7998709679
validation[          , genome  6703] predictions:    9720/  10000 (97.20%), best:    9774/10000 (97.74%), error:       898.18982, best error:       724.00531 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.3287124634s, input_fired_time: 1.1366677284, output_fired_time: 0.9044184089, propagate_forward_time: 22.4326858521, propagate_backward_time: 36.1119918823, weight_update_time: 0.1498416513, other_time: 2.7429466248
epoch time: 4.8899903297s, input_fired_time: 0.1150992662, output_fired_time: 0.0000000000, propagate_forward_time: 4.3948302269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800606728
validation[          , genome  6703] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       771.89435, best error:       724.00531 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.1011505127s, input_fired_time: 1.3548799753, output_fired_time: 1.0997731686, propagate_forward_time: 22.9745330811, propagate_backward_time: 37.2483825684, weight_update_time: 0.1875501424, other_time: 3.4235801697
epoch time: 5.2443737984s, input_fired_time: 0.1587255150, output_fired_time: 0.0000000000, propagate_forward_time: 4.5577096939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279383659
validation[          , genome  6703] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       752.34253, best error:       724.00531 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.4312553406s, input_fired_time: 1.1287201643, output_fired_time: 0.9140950441, propagate_forward_time: 22.4672355652, propagate_backward_time: 36.1842803955, weight_update_time: 0.1508504152, other_time: 2.7369232178
epoch time: 4.9136643410s, input_fired_time: 0.1231518984, output_fired_time: 0.0000000000, propagate_forward_time: 4.3905839920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999285698
validation[          , genome  6703] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       786.35278, best error:       724.00531 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.7610931396s, input_fired_time: 1.3912744522, output_fired_time: 1.1430723667, propagate_forward_time: 23.2555217743, propagate_backward_time: 37.4676780701, weight_update_time: 0.1926001310, other_time: 3.5035438538
epoch time: 5.9664902687s, input_fired_time: 0.2566738427, output_fired_time: 0.0000000000, propagate_forward_time: 4.8562293053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8535871506
validation[          , genome  6703] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       825.75555, best error:       724.00531 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.7593765259s, input_fired_time: 1.3218271732, output_fired_time: 1.1073757410, propagate_forward_time: 22.9426860809, propagate_backward_time: 37.0350723267, weight_update_time: 0.1836191267, other_time: 3.3524093628
epoch time: 4.8833346367s, input_fired_time: 0.1162801757, output_fired_time: 0.0000000000, propagate_forward_time: 4.3963079453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707466125
validation[          , genome  6703] predictions:    9709/  10000 (97.09%), best:    9774/10000 (97.74%), error:       913.68713, best error:       724.00531 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.3817634583s, input_fired_time: 1.1525964737, output_fired_time: 0.9111792445, propagate_forward_time: 22.4301567078, propagate_backward_time: 36.1620445251, weight_update_time: 0.1545662582, other_time: 2.7257881165
epoch time: 5.3885612488s, input_fired_time: 0.1883297861, output_fired_time: 0.0000000000, propagate_forward_time: 4.6039977074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962338448
validation[          , genome  6703] predictions:    9631/  10000 (96.31%), best:    9774/10000 (97.74%), error:      1206.97473, best error:       724.00531 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.5996551514s, input_fired_time: 1.3453269005, output_fired_time: 1.1109765768, propagate_forward_time: 22.8888378143, propagate_backward_time: 36.9240798950, weight_update_time: 0.1824559718, other_time: 3.3304290771
epoch time: 4.8835339546s, input_fired_time: 0.1214767471, output_fired_time: 0.0000000000, propagate_forward_time: 4.3906445503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714127541
validation[          , genome  6703] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       852.42572, best error:       724.00531 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.9267921448s, input_fired_time: 1.1820985079, output_fired_time: 0.9535833597, propagate_forward_time: 22.6349010468, propagate_backward_time: 36.3327903748, weight_update_time: 0.1570559740, other_time: 2.8234214783
epoch time: 6.8127031326s, input_fired_time: 0.3617482185, output_fired_time: 0.0000000000, propagate_forward_time: 5.2601017952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1908531189
validation[          , genome  6703] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       805.76477, best error:       724.00531 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.0023880005s, input_fired_time: 1.3504723310, output_fired_time: 1.0628796816, propagate_forward_time: 23.0942039490, propagate_backward_time: 37.2237205505, weight_update_time: 0.1769161522, other_time: 3.2711105347
epoch time: 4.8896698952s, input_fired_time: 0.1174660996, output_fired_time: 0.0000000000, propagate_forward_time: 4.3878030777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844008446
validation[          , genome  6703] predictions:    9711/  10000 (97.11%), best:    9774/10000 (97.74%), error:       945.14923, best error:       724.00531 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.2623138428s, input_fired_time: 1.3434360027, output_fired_time: 1.1052753925, propagate_forward_time: 23.1401271820, propagate_backward_time: 37.2500724792, weight_update_time: 0.1861091256, other_time: 3.4234046936
epoch time: 4.9185872078s, input_fired_time: 0.1251019388, output_fired_time: 0.0000000000, propagate_forward_time: 4.3861651421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073200226
validation[          , genome  6703] predictions:    9720/  10000 (97.20%), best:    9774/10000 (97.74%), error:       879.81708, best error:       724.00531 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.8662147522s, input_fired_time: 1.1632463932, output_fired_time: 0.9414077997, propagate_forward_time: 22.5491390228, propagate_backward_time: 36.3639259338, weight_update_time: 0.1570628285, other_time: 2.8484992981
epoch time: 4.8970832825s, input_fired_time: 0.1225211471, output_fired_time: 0.0000000000, propagate_forward_time: 4.4030513763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715109825
validation[          , genome  6703] predictions:    9714/  10000 (97.14%), best:    9774/10000 (97.74%), error:       991.94104, best error:       724.00531 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.8574829102s, input_fired_time: 1.3697899580, output_fired_time: 1.0931223631, propagate_forward_time: 22.9698448181, propagate_backward_time: 37.0751647949, weight_update_time: 0.1833186895, other_time: 3.3495635986
epoch time: 4.8173527718s, input_fired_time: 0.1089055315, output_fired_time: 0.0000000000, propagate_forward_time: 4.3603229523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481245041
validation[          , genome  6703] predictions:    9789/  10000 (97.89%), best:    9774/10000 (97.74%), error:       742.05463, best error:       724.00531 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.1619796753s, input_fired_time: 1.3012005091, output_fired_time: 1.0564415455, propagate_forward_time: 22.7915840149, propagate_backward_time: 36.8100090027, weight_update_time: 0.1759470701, other_time: 3.2027435303
epoch time: 5.9645843506s, input_fired_time: 0.2509846389, output_fired_time: 0.0000000000, propagate_forward_time: 4.8224339485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8911657333
validation[          , genome  6703] predictions:    9773/  10000 (97.73%), best:    9774/10000 (97.74%), error:       758.21289, best error:       724.00531 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.7949752808s, input_fired_time: 1.2498935461, output_fired_time: 1.0025482178, propagate_forward_time: 22.8014030457, propagate_backward_time: 36.7446403503, weight_update_time: 0.1637447923, other_time: 2.9964904785
epoch time: 5.0067343712s, input_fired_time: 0.1367740333, output_fired_time: 0.0000000000, propagate_forward_time: 4.4494967461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204635620
validation[          , genome  6703] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       845.86877, best error:       724.00531 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.9562988281s, input_fired_time: 1.3494204283, output_fired_time: 1.0862073898, propagate_forward_time: 23.0610103607, propagate_backward_time: 37.1732711792, weight_update_time: 0.1807243526, other_time: 3.2863922119
epoch time: 5.0362734795s, input_fired_time: 0.1380929798, output_fired_time: 0.0000000000, propagate_forward_time: 4.4492378235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489426613
validation[          , genome  6703] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       782.13635, best error:       724.00531 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.5471496582s, input_fired_time: 1.1693774462, output_fired_time: 0.9119155407, propagate_forward_time: 22.4724617004, propagate_backward_time: 36.1902999878, weight_update_time: 0.1532089114, other_time: 2.8030967712
epoch time: 4.9001111984s, input_fired_time: 0.1234082058, output_fired_time: 0.0000000000, propagate_forward_time: 4.4037423134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729605675
validation[          , genome  6703] predictions:    9730/  10000 (97.30%), best:    9774/10000 (97.74%), error:       910.00671, best error:       724.00531 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.9261932373s, input_fired_time: 1.3438318968, output_fired_time: 1.0691686869, propagate_forward_time: 23.0276622772, propagate_backward_time: 37.1749038696, weight_update_time: 0.1793844998, other_time: 3.3106231689
epoch time: 5.7387118340s, input_fired_time: 0.2462248057, output_fired_time: 0.0000000000, propagate_forward_time: 4.7513647079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7411222458
validation[          , genome  6703] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       790.14862, best error:       724.00531 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.1597900391s, input_fired_time: 1.4254947901, output_fired_time: 1.1140093803, propagate_forward_time: 23.0930309296, propagate_backward_time: 37.1170196533, weight_update_time: 0.1841659248, other_time: 3.4102401733
epoch time: 5.4019460678s, input_fired_time: 0.1881272793, output_fired_time: 0.0000000000, propagate_forward_time: 4.6187090874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951094627
validation[          , genome  6703] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       774.88055, best error:       724.00531 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.9526786804s, input_fired_time: 1.1702767611, output_fired_time: 0.9087321162, propagate_forward_time: 22.6989135742, propagate_backward_time: 36.4129486084, weight_update_time: 0.1517982036, other_time: 2.7618064880
epoch time: 5.1216964722s, input_fired_time: 0.1457699835, output_fired_time: 0.0000000000, propagate_forward_time: 4.5059075356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700188637
validation[          , genome  6703] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       857.89124, best error:       724.00531 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.7626800537s, input_fired_time: 1.3623653650, output_fired_time: 1.1054487228, propagate_forward_time: 22.8715419769, propagate_backward_time: 37.1001586914, weight_update_time: 0.1800872833, other_time: 3.3231658936
epoch time: 4.9143958092s, input_fired_time: 0.1177419648, output_fired_time: 0.0000000000, propagate_forward_time: 4.4069643021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896894455
validation[          , genome  6703] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       910.59412, best error:       724.00531 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.3407592773s, input_fired_time: 1.1339403391, output_fired_time: 0.9003062844, propagate_forward_time: 22.4612312317, propagate_backward_time: 36.1368370056, weight_update_time: 0.1514838934, other_time: 2.7084426880
epoch time: 6.0655350685s, input_fired_time: 0.2709275186, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935618401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9010457993
validation[          , genome  6703] predictions:    9788/  10000 (97.88%), best:    9774/10000 (97.74%), error:       739.68860, best error:       724.00531 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.4743270874s, input_fired_time: 1.3817907572, output_fired_time: 1.1063904762, propagate_forward_time: 23.1850280762, propagate_backward_time: 37.4617462158, weight_update_time: 0.1827483177, other_time: 3.3393707275
epoch time: 5.1193971634s, input_fired_time: 0.1488465518, output_fired_time: 0.0000000000, propagate_forward_time: 4.4910683632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794821739
validation[          , genome  6703] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       691.89685, best error:       691.89685 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.6842803955s, input_fired_time: 1.3423466682, output_fired_time: 1.0514235497, propagate_forward_time: 23.0336742401, propagate_backward_time: 36.9258193970, weight_update_time: 0.1783554256, other_time: 3.3310165405
epoch time: 5.0204048157s, input_fired_time: 0.1370283812, output_fired_time: 0.0000000000, propagate_forward_time: 4.4471821785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361944199
validation[          , genome  6703] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       767.89246, best error:       691.89685 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.8711967468s, input_fired_time: 1.1627782583, output_fired_time: 0.9425442815, propagate_forward_time: 22.5924167633, propagate_backward_time: 36.4028091431, weight_update_time: 0.1542742103, other_time: 2.7706527710
epoch time: 4.8786349297s, input_fired_time: 0.1214440539, output_fired_time: 0.0000000000, propagate_forward_time: 4.3860483170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711423874
validation[          , genome  6703] predictions:    9732/  10000 (97.32%), best:    9788/10000 (97.88%), error:       872.92761, best error:       691.89685 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.6151199341s, input_fired_time: 1.3371130228, output_fired_time: 1.0765057802, propagate_forward_time: 22.9305820465, propagate_backward_time: 36.9299507141, weight_update_time: 0.1835214794, other_time: 3.3409690857
epoch time: 5.0418987274s, input_fired_time: 0.1391047686, output_fired_time: 0.0000000000, propagate_forward_time: 4.4549932480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478006363
validation[          , genome  6703] predictions:    9734/  10000 (97.34%), best:    9788/10000 (97.88%), error:       883.67780, best error:       691.89685 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.2185745239s, input_fired_time: 1.2120714188, output_fired_time: 0.9993196130, propagate_forward_time: 22.6142578125, propagate_backward_time: 36.3994483948, weight_update_time: 0.1650927514, other_time: 2.9934768677
epoch time: 6.0118689537s, input_fired_time: 0.2680526078, output_fired_time: 0.0000000000, propagate_forward_time: 4.8727726936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8710436821
validation[          , genome  6703] predictions:    9743/  10000 (97.43%), best:    9788/10000 (97.88%), error:       810.13281, best error:       691.89685 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.3226699829s, input_fired_time: 1.3103896379, output_fired_time: 1.0464030504, propagate_forward_time: 22.9531478882, propagate_backward_time: 36.8759078979, weight_update_time: 0.1733487695, other_time: 3.1368255615
epoch time: 4.9537410736s, input_fired_time: 0.1266969144, output_fired_time: 0.0000000000, propagate_forward_time: 4.4297742844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972697258
validation[          , genome  6703] predictions:    9728/  10000 (97.28%), best:    9788/10000 (97.88%), error:       873.18188, best error:       691.89685 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.9180374146s, input_fired_time: 1.3377031088, output_fired_time: 1.0896291733, propagate_forward_time: 23.0274944305, propagate_backward_time: 37.1775207520, weight_update_time: 0.1790477037, other_time: 3.2856903076
epoch time: 4.7456040382s, input_fired_time: 0.1095794886, output_fired_time: 0.0000000000, propagate_forward_time: 4.3047366142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312878609
validation[          , genome  6703] predictions:    9754/  10000 (97.54%), best:    9788/10000 (97.88%), error:       792.77112, best error:       691.89685 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.6364936829s, input_fired_time: 1.1651254892, output_fired_time: 0.9236439466, propagate_forward_time: 22.5132503510, propagate_backward_time: 36.2428474426, weight_update_time: 0.1533333808, other_time: 2.7916221619
epoch time: 4.9472923279s, input_fired_time: 0.1261709780, output_fired_time: 0.0000000000, propagate_forward_time: 4.4141554832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069657326
validation[          , genome  6703] predictions:    9731/  10000 (97.31%), best:    9788/10000 (97.88%), error:       891.63538, best error:       691.89685 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.2850952148s, input_fired_time: 1.3011797667, output_fired_time: 1.0604488850, propagate_forward_time: 22.8357772827, propagate_backward_time: 36.9115295410, weight_update_time: 0.1728024483, other_time: 3.1761627197
epoch time: 4.8484239578s, input_fired_time: 0.1137530953, output_fired_time: 0.0000000000, propagate_forward_time: 4.3525204659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821501732
validation[          , genome  6703] predictions:    9737/  10000 (97.37%), best:    9788/10000 (97.88%), error:       836.07343, best error:       691.89685 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 65.7059326172s, input_fired_time: 1.3316440582, output_fired_time: 1.0710108280, propagate_forward_time: 22.9897785187, propagate_backward_time: 36.9859886169, weight_update_time: 0.1856177598, other_time: 3.3275108337
epoch time: 6.4001793861s, input_fired_time: 0.3131770194, output_fired_time: 0.0000000000, propagate_forward_time: 4.9733071327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1136951447
validation[          , genome  6703] predictions:    9779/  10000 (97.79%), best:    9788/10000 (97.88%), error:       735.47327, best error:       691.89685 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.9400825500s, input_fired_time: 1.1303160191, output_fired_time: 0.8972757459, propagate_forward_time: 22.3191108704, propagate_backward_time: 35.9295082092, weight_update_time: 0.1493881047, other_time: 2.6638717651
epoch time: 5.6440882683s, input_fired_time: 0.1082110852, output_fired_time: 0.0000000000, propagate_forward_time: 5.2163844109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194928169
validation[          , genome  6703] predictions:    9764/  10000 (97.64%), best:    9788/10000 (97.88%), error:       776.42908, best error:       691.89685 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.9258537292s, input_fired_time: 1.1572616100, output_fired_time: 0.8957106471, propagate_forward_time: 22.5882320404, propagate_backward_time: 36.5706443787, weight_update_time: 0.1479390115, other_time: 2.7140083313
epoch time: 5.1971364021s, input_fired_time: 0.1629622430, output_fired_time: 0.0000000000, propagate_forward_time: 4.5055394173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286345482
validation[          , genome  6703] predictions:    9724/  10000 (97.24%), best:    9788/10000 (97.88%), error:       888.54358, best error:       691.89685 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.2740402222s, input_fired_time: 1.2150593996, output_fired_time: 0.9926908612, propagate_forward_time: 22.5314216614, propagate_backward_time: 36.5427551270, weight_update_time: 0.1669984311, other_time: 2.9921112061
epoch time: 5.2038445473s, input_fired_time: 0.1605384201, output_fired_time: 0.0000000000, propagate_forward_time: 4.5183753967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249309540
validation[          , genome  6703] predictions:    9779/  10000 (97.79%), best:    9788/10000 (97.88%), error:       747.55353, best error:       691.89685 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.2557601929s, input_fired_time: 1.2162421942, output_fired_time: 0.9823994040, propagate_forward_time: 22.6083202362, propagate_backward_time: 36.4943695068, weight_update_time: 0.1675650030, other_time: 2.9544296265
epoch time: 5.1902923584s, input_fired_time: 0.1600937098, output_fired_time: 0.0000000000, propagate_forward_time: 4.5172505379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129480362
validation[          , genome  6703] predictions:    9688/  10000 (96.88%), best:    9788/10000 (97.88%), error:      1032.94934, best error:       691.89685 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.4252014160s, input_fired_time: 1.2278895378, output_fired_time: 0.9924298525, propagate_forward_time: 22.6599483490, propagate_backward_time: 36.6029434204, weight_update_time: 0.1619225591, other_time: 2.9419860840
epoch time: 5.2105154991s, input_fired_time: 0.1593028307, output_fired_time: 0.0000000000, propagate_forward_time: 4.5346531868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165596008
validation[          , genome  6703] predictions:    9777/  10000 (97.77%), best:    9788/10000 (97.88%), error:       729.78931, best error:       691.89685 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.2352218628s, input_fired_time: 1.2000604868, output_fired_time: 0.9916172624, propagate_forward_time: 22.6172676086, propagate_backward_time: 36.4961967468, weight_update_time: 0.1659990847, other_time: 2.9300765991
epoch time: 5.2263593674s, input_fired_time: 0.1552374214, output_fired_time: 0.0000000000, propagate_forward_time: 4.5473446846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237774849
validation[          , genome  6703] predictions:    9736/  10000 (97.36%), best:    9788/10000 (97.88%), error:       882.93365, best error:       691.89685 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.2376937866s, input_fired_time: 1.2160507441, output_fired_time: 0.9972030520, propagate_forward_time: 22.5705738068, propagate_backward_time: 36.4740562439, weight_update_time: 0.1619067043, other_time: 2.9798088074
epoch time: 5.1666493416s, input_fired_time: 0.1549369842, output_fired_time: 0.0000000000, propagate_forward_time: 4.4938712120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178413391
validation[          , genome  6703] predictions:    9750/  10000 (97.50%), best:    9788/10000 (97.88%), error:       801.99396, best error:       691.89685 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.9171791077s, input_fired_time: 1.1673164368, output_fired_time: 0.9691286683, propagate_forward_time: 22.5154590607, propagate_backward_time: 36.3273849487, weight_update_time: 0.1666565090, other_time: 2.9378890991
epoch time: 5.0975975990s, input_fired_time: 0.1526332796, output_fired_time: 0.0000000000, propagate_forward_time: 4.4451227188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998416901
validation[          , genome  6703] predictions:    9784/  10000 (97.84%), best:    9788/10000 (97.88%), error:       719.34595, best error:       691.89685 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.2914733887s, input_fired_time: 1.2053291798, output_fired_time: 0.9947484136, propagate_forward_time: 22.6063919067, propagate_backward_time: 36.5333213806, weight_update_time: 0.1620796323, other_time: 2.9516830444
epoch time: 5.1822319031s, input_fired_time: 0.1591839939, output_fired_time: 0.0000000000, propagate_forward_time: 4.4972033501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258445740
validation[          , genome  6703] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       736.49597, best error:       691.89685 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.9307060242s, input_fired_time: 1.1922272444, output_fired_time: 0.9848912358, propagate_forward_time: 22.4374904633, propagate_backward_time: 36.3601150513, weight_update_time: 0.1654796600, other_time: 2.9559860229
epoch time: 5.1278133392s, input_fired_time: 0.1482014805, output_fired_time: 0.0000000000, propagate_forward_time: 4.4787240028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008878708
validation[          , genome  6703] predictions:    9763/  10000 (97.63%), best:    9788/10000 (97.88%), error:       744.04871, best error:       691.89685 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.8730506897s, input_fired_time: 1.1920628548, output_fired_time: 0.9673634768, propagate_forward_time: 22.4154624939, propagate_backward_time: 36.3457908630, weight_update_time: 0.1656230539, other_time: 2.9523696899
epoch time: 5.2021079063s, input_fired_time: 0.1570298225, output_fired_time: 0.0000000000, propagate_forward_time: 4.5076947212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373835564
validation[          , genome  6703] predictions:    9726/  10000 (97.26%), best:    9788/10000 (97.88%), error:       877.80078, best error:       691.89685 on epoch:    80, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 26.2512683868s, input_fired_time: 0.8073332906, output_fired_time: 0.0000000000, propagate_forward_time: 22.6350536346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8088817596
best training[          , genome  6703] predictions:   49782/  50000 (99.56%), best:    9788/10000 (97.88%), error:      1030.86450, best error:       691.89685 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.2008018494s, input_fired_time: 0.1605253965, output_fired_time: 0.0000000000, propagate_forward_time: 4.5120072365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282692909
   testing[          , genome  6703] predictions:    9813/  10000 (98.13%), best:    9788/10000 (97.88%), error:       637.46228, best error:       691.89685 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:34:37 (2676): called boinc_finish(0)

</stderr_txt>
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