Nameexact_genome_1512568488_44_6947_1
Workunit2606075
Created7 Dec 2017, 22:56:09 UTC
Sent7 Dec 2017, 23:02:17 UTC
Report deadline17 Dec 2017, 6:20:47 UTC
Received8 Dec 2017, 10:49:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62433
Run time4 hours 39 min 24 sec
CPU time4 hours 39 min 2 sec
Validate stateValid
Credit2,326.13
Device peak FLOPS3.02 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.75 MB
Peak swap size159.73 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.54%), best:    9736/10000 (97.36%), error:      1151.72583, best error:       893.97516 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 153.7194976807s, input_fired_time: 2.2014434338, output_fired_time: 1.9593012333, propagate_forward_time: 56.8431129456, propagate_backward_time: 88.8270568848, weight_update_time: 0.1492626369, other_time: 3.8885803223
epoch time: 11.6773262024s, input_fired_time: 0.2649396360, output_fired_time: 0.0000000000, propagate_forward_time: 10.7347803116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6776065826
validation[          , genome  6947] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       969.16296, best error:       893.97516 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.7187957764s, input_fired_time: 2.1894171238, output_fired_time: 1.9310303926, propagate_forward_time: 56.3854446411, propagate_backward_time: 88.3103866577, weight_update_time: 0.1500516832, other_time: 3.9025115967
epoch time: 12.4419574738s, input_fired_time: 0.2721344531, output_fired_time: 0.0000000000, propagate_forward_time: 11.4867000580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831226349
validation[          , genome  6947] predictions:    9687/  10000 (96.87%), best:    9736/10000 (97.36%), error:      1033.22766, best error:       893.97516 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 152.8216400146s, input_fired_time: 2.1926305294, output_fired_time: 1.9473972321, propagate_forward_time: 56.4727172852, propagate_backward_time: 88.4107971191, weight_update_time: 0.1489837319, other_time: 3.7980957031
epoch time: 12.4275379181s, input_fired_time: 0.2753942013, output_fired_time: 0.0000000000, propagate_forward_time: 11.4349699020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7171735764
validation[          , genome  6947] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       943.60449, best error:       893.97516 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 153.1951751709s, input_fired_time: 2.1983692646, output_fired_time: 1.9370151758, propagate_forward_time: 56.6579055786, propagate_backward_time: 88.6049575806, weight_update_time: 0.1494449377, other_time: 3.7969360352
epoch time: 12.2249946594s, input_fired_time: 0.2687605917, output_fired_time: 0.0000000000, propagate_forward_time: 11.2655792236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906547546
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       958.19702, best error:       893.97516 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 153.4535369873s, input_fired_time: 2.1873552799, output_fired_time: 1.9421052933, propagate_forward_time: 56.6419906616, propagate_backward_time: 88.8530883789, weight_update_time: 0.1496044397, other_time: 3.8289871216
epoch time: 12.1350917816s, input_fired_time: 0.2747481465, output_fired_time: 0.0000000000, propagate_forward_time: 11.1596584320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006855011
validation[          , genome  6947] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       873.37817, best error:       873.37817 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.2548675537s, input_fired_time: 2.1791896820, output_fired_time: 1.9376432896, propagate_forward_time: 56.1083869934, propagate_backward_time: 88.2543716431, weight_update_time: 0.1475600302, other_time: 3.7752914429
epoch time: 12.0370359421s, input_fired_time: 0.2698626220, output_fired_time: 0.0000000000, propagate_forward_time: 11.0799160004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872577667
validation[          , genome  6947] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       882.47430, best error:       873.37817 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.4577331543s, input_fired_time: 2.1844110489, output_fired_time: 1.9420087337, propagate_forward_time: 56.2569541931, propagate_backward_time: 88.2704544067, weight_update_time: 0.1485166401, other_time: 3.8039016724
epoch time: 12.2193002701s, input_fired_time: 0.2717946768, output_fired_time: 0.0000000000, propagate_forward_time: 11.2401304245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073755264
validation[          , genome  6947] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       815.70325, best error:       815.70325 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.9687042236s, input_fired_time: 2.2026290894, output_fired_time: 1.9460909367, propagate_forward_time: 56.6419754028, propagate_backward_time: 88.3441238403, weight_update_time: 0.1497522593, other_time: 3.8338928223
epoch time: 12.2443170547s, input_fired_time: 0.2734515965, output_fired_time: 0.0000000000, propagate_forward_time: 11.2913961411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794691086
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       889.09253, best error:       815.70325 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.4954376221s, input_fired_time: 2.1979300976, output_fired_time: 1.9502087831, propagate_forward_time: 56.8609352112, propagate_backward_time: 88.7070617676, weight_update_time: 0.1489559263, other_time: 3.7792968750
epoch time: 12.2440404892s, input_fired_time: 0.2730613947, output_fired_time: 0.0000000000, propagate_forward_time: 11.2496824265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7212963104
validation[          , genome  6947] predictions:    9654/  10000 (96.54%), best:    9750/10000 (97.50%), error:      1098.68665, best error:       815.70325 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 153.6769409180s, input_fired_time: 2.1952297688, output_fired_time: 1.9494408369, propagate_forward_time: 56.7764549255, propagate_backward_time: 88.9726715088, weight_update_time: 0.1488106549, other_time: 3.7831268311
epoch time: 12.3922719955s, input_fired_time: 0.2785725892, output_fired_time: 0.0000000000, propagate_forward_time: 11.4185075760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6951913834
validation[          , genome  6947] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       915.72723, best error:       815.70325 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 153.1279907227s, input_fired_time: 2.2027273178, output_fired_time: 1.9453408718, propagate_forward_time: 56.6700592041, propagate_backward_time: 88.4912338257, weight_update_time: 0.1485580504, other_time: 3.8186264038
epoch time: 12.1866121292s, input_fired_time: 0.2803610861, output_fired_time: 0.0000000000, propagate_forward_time: 11.1723146439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7339363098
validation[          , genome  6947] predictions:    9674/  10000 (96.74%), best:    9750/10000 (97.50%), error:      1061.59265, best error:       815.70325 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 152.6515655518s, input_fired_time: 2.1962020397, output_fired_time: 1.9313322306, propagate_forward_time: 56.2989540100, propagate_backward_time: 88.4313735962, weight_update_time: 0.1489076465, other_time: 3.7937088013
epoch time: 12.1534690857s, input_fired_time: 0.2699202001, output_fired_time: 0.0000000000, propagate_forward_time: 11.1662597656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7172889709
validation[          , genome  6947] predictions:    9658/  10000 (96.58%), best:    9750/10000 (97.50%), error:      1117.61316, best error:       815.70325 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 153.4640808105s, input_fired_time: 2.1966066360, output_fired_time: 1.9437096119, propagate_forward_time: 56.5573539734, propagate_backward_time: 88.9022750854, weight_update_time: 0.1489945352, other_time: 3.8641281128
epoch time: 12.1178836823s, input_fired_time: 0.2745857537, output_fired_time: 0.0000000000, propagate_forward_time: 11.1226873398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206106186
validation[          , genome  6947] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       861.34344, best error:       815.70325 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 152.1769104004s, input_fired_time: 2.1893644333, output_fired_time: 1.9257240295, propagate_forward_time: 56.0732307434, propagate_backward_time: 88.1286926270, weight_update_time: 0.1491173655, other_time: 3.8599090576
epoch time: 12.4037017822s, input_fired_time: 0.2828083634, output_fired_time: 0.0000000000, propagate_forward_time: 11.3876228333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332706451
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       914.46960, best error:       815.70325 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 152.1611022949s, input_fired_time: 2.1990132332, output_fired_time: 1.9313592911, propagate_forward_time: 56.1362037659, propagate_backward_time: 88.0350952148, weight_update_time: 0.1485580504, other_time: 3.8594207764
epoch time: 12.3557415009s, input_fired_time: 0.2799183726, output_fired_time: 0.0000000000, propagate_forward_time: 11.3444709778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7313518524
validation[          , genome  6947] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       964.29089, best error:       815.70325 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 153.0845794678s, input_fired_time: 2.2009284496, output_fired_time: 1.9313993454, propagate_forward_time: 56.7107887268, propagate_backward_time: 88.4159927368, weight_update_time: 0.1492499113, other_time: 3.8254776001
epoch time: 11.8128633499s, input_fired_time: 0.2686080635, output_fired_time: 0.0000000000, propagate_forward_time: 10.8848085403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594467163
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       903.85797, best error:       815.70325 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 152.4062042236s, input_fired_time: 2.2074024677, output_fired_time: 1.9374684095, propagate_forward_time: 56.2754364014, propagate_backward_time: 88.1148605347, weight_update_time: 0.1494148672, other_time: 3.8710403442
epoch time: 12.1106710434s, input_fired_time: 0.2732798755, output_fired_time: 0.0000000000, propagate_forward_time: 11.1245250702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128658295
validation[          , genome  6947] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       772.30627, best error:       772.30627 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.6905364990s, input_fired_time: 2.2136976719, output_fired_time: 1.9346274137, propagate_forward_time: 56.4586868286, propagate_backward_time: 88.2249908447, weight_update_time: 0.1490237862, other_time: 3.8585281372
epoch time: 12.2478132248s, input_fired_time: 0.2746793628, output_fired_time: 0.0000000000, propagate_forward_time: 11.3183479309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547861099
validation[          , genome  6947] predictions:    9765/  10000 (97.65%), best:    9763/10000 (97.63%), error:       784.55664, best error:       772.30627 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 152.4765625000s, input_fired_time: 2.1940119267, output_fired_time: 1.9340971708, propagate_forward_time: 56.1891632080, propagate_backward_time: 88.3050994873, weight_update_time: 0.1486049592, other_time: 3.8541870117
epoch time: 12.2458038330s, input_fired_time: 0.2756868005, output_fired_time: 0.0000000000, propagate_forward_time: 11.2852020264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849145889
validation[          , genome  6947] predictions:    9701/  10000 (97.01%), best:    9763/10000 (97.63%), error:       951.16901, best error:       772.30627 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 153.7119293213s, input_fired_time: 2.2241592407, output_fired_time: 1.9503122568, propagate_forward_time: 56.9057998657, propagate_backward_time: 88.7935409546, weight_update_time: 0.1491314471, other_time: 3.8381042480
epoch time: 12.1696844101s, input_fired_time: 0.2764346600, output_fired_time: 0.0000000000, propagate_forward_time: 11.1854972839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7077522278
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       920.28491, best error:       772.30627 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 153.6795349121s, input_fired_time: 2.2259192467, output_fired_time: 1.9550693035, propagate_forward_time: 56.9473686218, propagate_backward_time: 88.6759643555, weight_update_time: 0.1494937688, other_time: 3.8752136230
epoch time: 12.0212182999s, input_fired_time: 0.2678672969, output_fired_time: 0.0000000000, propagate_forward_time: 11.0769863129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763648987
validation[          , genome  6947] predictions:    9773/  10000 (97.73%), best:    9763/10000 (97.63%), error:       813.37323, best error:       772.30627 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.2634124756s, input_fired_time: 2.2033083439, output_fired_time: 1.9283459187, propagate_forward_time: 56.1431961060, propagate_backward_time: 88.1468429565, weight_update_time: 0.1481070369, other_time: 3.8417205811
epoch time: 12.3690977097s, input_fired_time: 0.2781877816, output_fired_time: 0.0000000000, propagate_forward_time: 11.3776197433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132902145
validation[          , genome  6947] predictions:    9673/  10000 (96.73%), best:    9763/10000 (97.63%), error:      1048.78113, best error:       772.30627 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 153.2863006592s, input_fired_time: 2.2177062035, output_fired_time: 1.9497222900, propagate_forward_time: 56.6307525635, propagate_backward_time: 88.6681213379, weight_update_time: 0.1483889073, other_time: 3.8199920654
epoch time: 12.0489473343s, input_fired_time: 0.2734285593, output_fired_time: 0.0000000000, propagate_forward_time: 11.0700378418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7054805756
validation[          , genome  6947] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       825.87109, best error:       772.30627 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 151.7215576172s, input_fired_time: 2.2135517597, output_fired_time: 1.9300599098, propagate_forward_time: 55.9306945801, propagate_backward_time: 87.7565078735, weight_update_time: 0.1492655575, other_time: 3.8907546997
epoch time: 11.9917201996s, input_fired_time: 0.2748685181, output_fired_time: 0.0000000000, propagate_forward_time: 11.0320558548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847953796
validation[          , genome  6947] predictions:    9709/  10000 (97.09%), best:    9763/10000 (97.63%), error:       922.42694, best error:       772.30627 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 152.8115539551s, input_fired_time: 2.2135503292, output_fired_time: 1.9423536062, propagate_forward_time: 56.4353179932, propagate_backward_time: 88.3972091675, weight_update_time: 0.1482348889, other_time: 3.8231277466
epoch time: 12.2316713333s, input_fired_time: 0.2790830135, output_fired_time: 0.0000000000, propagate_forward_time: 11.2354097366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7171783447
validation[          , genome  6947] predictions:    9726/  10000 (97.26%), best:    9763/10000 (97.63%), error:       958.43634, best error:       772.30627 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.2808227539s, input_fired_time: 2.2282712460, output_fired_time: 1.9536839724, propagate_forward_time: 56.9090766907, propagate_backward_time: 88.3423843384, weight_update_time: 0.1494198292, other_time: 3.8474044800
epoch time: 12.1644821167s, input_fired_time: 0.2754653692, output_fired_time: 0.0000000000, propagate_forward_time: 11.2033748627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856422424
validation[          , genome  6947] predictions:    9751/  10000 (97.51%), best:    9763/10000 (97.63%), error:       826.37817, best error:       772.30627 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.8416900635s, input_fired_time: 2.2223584652, output_fired_time: 1.9336854219, propagate_forward_time: 56.7121543884, propagate_backward_time: 88.0447235107, weight_update_time: 0.1493372768, other_time: 3.9287719727
epoch time: 12.0112829208s, input_fired_time: 0.2755858004, output_fired_time: 0.0000000000, propagate_forward_time: 11.0006198883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7350769043
validation[          , genome  6947] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       855.08209, best error:       772.30627 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 152.7459716797s, input_fired_time: 2.2225892544, output_fired_time: 1.9448412657, propagate_forward_time: 56.5393791199, propagate_backward_time: 88.1205596924, weight_update_time: 0.1496122628, other_time: 3.9185943604
epoch time: 12.1362419128s, input_fired_time: 0.2736954093, output_fired_time: 0.0000000000, propagate_forward_time: 11.1816768646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808700562
validation[          , genome  6947] predictions:    9658/  10000 (96.58%), best:    9763/10000 (97.63%), error:      1178.64172, best error:       772.30627 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 151.1709136963s, input_fired_time: 2.2047622204, output_fired_time: 1.9234930277, propagate_forward_time: 55.8066978455, propagate_backward_time: 87.4481811523, weight_update_time: 0.1481733322, other_time: 3.7877807617
epoch time: 12.1271753311s, input_fired_time: 0.2765122652, output_fired_time: 0.0000000000, propagate_forward_time: 11.1661853790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844778061
validation[          , genome  6947] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       761.40674, best error:       761.40674 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 152.5094604492s, input_fired_time: 2.2194705009, output_fired_time: 1.9325430393, propagate_forward_time: 56.3701477051, propagate_backward_time: 88.1683883667, weight_update_time: 0.1492700279, other_time: 3.8189163208
epoch time: 11.9501504898s, input_fired_time: 0.2743965685, output_fired_time: 0.0000000000, propagate_forward_time: 10.9841156006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916379929
validation[          , genome  6947] predictions:    9757/  10000 (97.57%), best:    9758/10000 (97.58%), error:       823.62079, best error:       761.40674 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 151.7699890137s, input_fired_time: 2.2039835453, output_fired_time: 1.9145469666, propagate_forward_time: 55.8534278870, propagate_backward_time: 87.9884109497, weight_update_time: 0.1489959061, other_time: 3.8096237183
epoch time: 12.2934427261s, input_fired_time: 0.2803094089, output_fired_time: 0.0000000000, propagate_forward_time: 11.3122987747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008342743
validation[          , genome  6947] predictions:    9764/  10000 (97.64%), best:    9758/10000 (97.58%), error:       789.65637, best error:       761.40674 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 152.7396545410s, input_fired_time: 2.2213602066, output_fired_time: 1.9396184683, propagate_forward_time: 56.4079055786, propagate_backward_time: 88.2929534912, weight_update_time: 0.1490574181, other_time: 3.8778152466
epoch time: 12.2065191269s, input_fired_time: 0.2769994736, output_fired_time: 0.0000000000, propagate_forward_time: 11.2201814651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7093381882
validation[          , genome  6947] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       894.38623, best error:       761.40674 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 154.1836547852s, input_fired_time: 2.2394402027, output_fired_time: 1.9580596685, propagate_forward_time: 56.9342727661, propagate_backward_time: 89.1755447388, weight_update_time: 0.1499545872, other_time: 3.8763427734
epoch time: 12.3495798111s, input_fired_time: 0.2793200612, output_fired_time: 0.0000000000, propagate_forward_time: 11.3679704666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7022895813
validation[          , genome  6947] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       876.29626, best error:       761.40674 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 151.8840179443s, input_fired_time: 2.2060711384, output_fired_time: 1.9282341003, propagate_forward_time: 56.0918922424, propagate_backward_time: 87.8332824707, weight_update_time: 0.1485827565, other_time: 3.8245391846
epoch time: 12.1174135208s, input_fired_time: 0.2766015828, output_fired_time: 0.0000000000, propagate_forward_time: 11.1393690109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014427185
validation[          , genome  6947] predictions:    9780/  10000 (97.80%), best:    9758/10000 (97.58%), error:       769.77655, best error:       761.40674 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 153.5426788330s, input_fired_time: 2.2275533676, output_fired_time: 1.9584653378, propagate_forward_time: 56.6229743958, propagate_backward_time: 88.8943481445, weight_update_time: 0.1478573531, other_time: 3.8393402100
epoch time: 12.1058387756s, input_fired_time: 0.2781774998, output_fired_time: 0.0000000000, propagate_forward_time: 11.0936059952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7340555191
validation[          , genome  6947] predictions:    9765/  10000 (97.65%), best:    9758/10000 (97.58%), error:       793.03979, best error:       761.40674 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.4408569336s, input_fired_time: 2.2239644527, output_fired_time: 1.9339431524, propagate_forward_time: 56.5253410339, propagate_backward_time: 87.9303817749, weight_update_time: 0.1474734843, other_time: 3.8272171021
epoch time: 12.1220388412s, input_fired_time: 0.2800178528, output_fired_time: 0.0000000000, propagate_forward_time: 11.1163787842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7256422043
validation[          , genome  6947] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       900.58527, best error:       761.40674 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 153.3993377686s, input_fired_time: 2.2267932892, output_fired_time: 1.9493218660, propagate_forward_time: 56.8160743713, propagate_backward_time: 88.5762557983, weight_update_time: 0.1494864821, other_time: 3.8308944702
epoch time: 12.0286188126s, input_fired_time: 0.2751059830, output_fired_time: 0.0000000000, propagate_forward_time: 11.0643024445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6892099380
validation[          , genome  6947] predictions:    9703/  10000 (97.03%), best:    9758/10000 (97.58%), error:       999.36371, best error:       761.40674 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 152.1198425293s, input_fired_time: 2.2224419117, output_fired_time: 1.9294290543, propagate_forward_time: 56.1588706970, propagate_backward_time: 87.9731369019, weight_update_time: 0.1483957618, other_time: 3.8359603882
epoch time: 12.3376455307s, input_fired_time: 0.2812524140, output_fired_time: 0.0000000000, propagate_forward_time: 11.3319034576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7244892120
validation[          , genome  6947] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       810.08533, best error:       761.40674 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 151.6407623291s, input_fired_time: 2.2152824402, output_fired_time: 1.9205924273, propagate_forward_time: 56.0496253967, propagate_backward_time: 87.6991119385, weight_update_time: 0.1473540813, other_time: 3.7561492920
epoch time: 12.4781103134s, input_fired_time: 0.2811241448, output_fired_time: 0.0000000000, propagate_forward_time: 11.5047273636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922588348
validation[          , genome  6947] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       824.63208, best error:       761.40674 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.6140136719s, input_fired_time: 2.2253942490, output_fired_time: 1.9365437031, propagate_forward_time: 56.3993339539, propagate_backward_time: 88.3171463013, weight_update_time: 0.1481825560, other_time: 3.7356033325
epoch time: 12.0967006683s, input_fired_time: 0.2782599628, output_fired_time: 0.0000000000, propagate_forward_time: 11.1015958786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168445587
validation[          , genome  6947] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       867.75079, best error:       761.40674 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.0012054443s, input_fired_time: 2.2231547832, output_fired_time: 1.9408923388, propagate_forward_time: 56.6978378296, propagate_backward_time: 88.3270950317, weight_update_time: 0.1481231302, other_time: 3.8122253418
epoch time: 12.1857118607s, input_fired_time: 0.2802250683, output_fired_time: 0.0000000000, propagate_forward_time: 11.2069854736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985015869
validation[          , genome  6947] predictions:    9694/  10000 (96.94%), best:    9758/10000 (97.58%), error:      1020.13312, best error:       761.40674 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 151.6934661865s, input_fired_time: 2.2109794617, output_fired_time: 1.9218256474, propagate_forward_time: 55.9189758301, propagate_backward_time: 87.8672866821, weight_update_time: 0.1476418078, other_time: 3.7743911743
epoch time: 12.2705650330s, input_fired_time: 0.2792307138, output_fired_time: 0.0000000000, propagate_forward_time: 11.3181905746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6731433868
validation[          , genome  6947] predictions:    9753/  10000 (97.53%), best:    9758/10000 (97.58%), error:       848.08472, best error:       761.40674 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 151.8842620850s, input_fired_time: 2.2236726284, output_fired_time: 1.9248255491, propagate_forward_time: 56.2192497253, propagate_backward_time: 87.6122894287, weight_update_time: 0.1485501826, other_time: 3.9042205811
epoch time: 11.9556760788s, input_fired_time: 0.2747602463, output_fired_time: 0.0000000000, propagate_forward_time: 11.0092487335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6716670990
validation[          , genome  6947] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       825.38647, best error:       761.40674 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 150.9945373535s, input_fired_time: 2.2125644684, output_fired_time: 1.9207425117, propagate_forward_time: 55.6922340393, propagate_backward_time: 87.3341903687, weight_update_time: 0.1476525813, other_time: 3.8348007202
epoch time: 12.4113883972s, input_fired_time: 0.2827738225, output_fired_time: 0.0000000000, propagate_forward_time: 11.4188385010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097759247
validation[          , genome  6947] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       868.26990, best error:       761.40674 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 152.0349426270s, input_fired_time: 2.2244720459, output_fired_time: 1.9261822701, propagate_forward_time: 56.2668647766, propagate_backward_time: 87.7358093262, weight_update_time: 0.1485838890, other_time: 3.8816223145
epoch time: 11.7431688309s, input_fired_time: 0.2729619741, output_fired_time: 0.0000000000, propagate_forward_time: 10.8038415909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663656235
validation[          , genome  6947] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       818.15118, best error:       761.40674 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 152.6472473145s, input_fired_time: 2.2231159210, output_fired_time: 1.9227285385, propagate_forward_time: 56.2964248657, propagate_backward_time: 88.3400573730, weight_update_time: 0.1500720084, other_time: 3.8649215698
epoch time: 12.2160243988s, input_fired_time: 0.2816444635, output_fired_time: 0.0000000000, propagate_forward_time: 11.2522449493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821346283
validation[          , genome  6947] predictions:    9679/  10000 (96.79%), best:    9758/10000 (97.58%), error:       995.21326, best error:       761.40674 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 153.7636108398s, input_fired_time: 2.2319514751, output_fired_time: 1.9516396523, propagate_forward_time: 56.8324050903, propagate_backward_time: 88.9098968506, weight_update_time: 0.1500999182, other_time: 3.8377151489
epoch time: 12.0262174606s, input_fired_time: 0.2754575312, output_fired_time: 0.0000000000, propagate_forward_time: 11.0465469360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042131424
validation[          , genome  6947] predictions:    9528/  10000 (95.28%), best:    9758/10000 (97.58%), error:      1590.81885, best error:       761.40674 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 152.0441436768s, input_fired_time: 2.2228593826, output_fired_time: 1.9249254465, propagate_forward_time: 56.2637977600, propagate_backward_time: 87.7713470459, weight_update_time: 0.1485590786, other_time: 3.8612213135
epoch time: 12.1473236084s, input_fired_time: 0.2768195271, output_fired_time: 0.0000000000, propagate_forward_time: 11.1754436493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6950607300
validation[          , genome  6947] predictions:    9768/  10000 (97.68%), best:    9758/10000 (97.58%), error:       816.35956, best error:       761.40674 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 152.0907440186s, input_fired_time: 2.2234246731, output_fired_time: 1.9402581453, propagate_forward_time: 56.1081199646, propagate_backward_time: 88.0245971680, weight_update_time: 0.1477509737, other_time: 3.7943420410
epoch time: 12.4971151352s, input_fired_time: 0.2842693925, output_fired_time: 0.0000000000, propagate_forward_time: 11.4785394669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343063354
validation[          , genome  6947] predictions:    9689/  10000 (96.89%), best:    9758/10000 (97.58%), error:       985.60120, best error:       761.40674 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 152.7123413086s, input_fired_time: 2.2274115086, output_fired_time: 1.9152240753, propagate_forward_time: 56.3676185608, propagate_backward_time: 88.3101119995, weight_update_time: 0.1491149068, other_time: 3.8919754028
epoch time: 12.2415561676s, input_fired_time: 0.2800587416, output_fired_time: 0.0000000000, propagate_forward_time: 11.2634191513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980781555
validation[          , genome  6947] predictions:    9709/  10000 (97.09%), best:    9758/10000 (97.58%), error:       920.32806, best error:       761.40674 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 152.8041381836s, input_fired_time: 2.2301027775, output_fired_time: 1.9345026016, propagate_forward_time: 56.4953079224, propagate_backward_time: 88.3280258179, weight_update_time: 0.1488946229, other_time: 3.8161926270
epoch time: 12.2687511444s, input_fired_time: 0.2867889106, output_fired_time: 0.0000000000, propagate_forward_time: 11.2252817154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7566804886
validation[          , genome  6947] predictions:    9740/  10000 (97.40%), best:    9758/10000 (97.58%), error:       901.24994, best error:       761.40674 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 152.5300140381s, input_fired_time: 2.2268493176, output_fired_time: 1.9434901476, propagate_forward_time: 56.4063339233, propagate_backward_time: 88.1519317627, weight_update_time: 0.1472868174, other_time: 3.8013992310
epoch time: 12.2008371353s, input_fired_time: 0.2802869678, output_fired_time: 0.0000000000, propagate_forward_time: 11.2385082245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6820421219
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9758/10000 (97.58%), error:       923.49701, best error:       761.40674 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 153.1683959961s, input_fired_time: 2.2391517162, output_fired_time: 1.9478644133, propagate_forward_time: 56.6514511108, propagate_backward_time: 88.4769515991, weight_update_time: 0.1491179466, other_time: 3.8529815674
epoch time: 12.5165786743s, input_fired_time: 0.2871010303, output_fired_time: 0.0000000000, propagate_forward_time: 11.5337677002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6957101822
validation[          , genome  6947] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       935.64972, best error:       761.40674 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 151.8263092041s, input_fired_time: 2.2214910984, output_fired_time: 1.9245389700, propagate_forward_time: 56.0390472412, propagate_backward_time: 87.8377685547, weight_update_time: 0.1482502818, other_time: 3.8034515381
epoch time: 12.1087455750s, input_fired_time: 0.2795159817, output_fired_time: 0.0000000000, propagate_forward_time: 11.1557970047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734323502
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9758/10000 (97.58%), error:       935.24695, best error:       761.40674 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.7686920166s, input_fired_time: 2.2335278988, output_fired_time: 1.9408596754, propagate_forward_time: 56.5280342102, propagate_backward_time: 88.2570800781, weight_update_time: 0.1477753520, other_time: 3.8092041016
epoch time: 12.3437767029s, input_fired_time: 0.2841582000, output_fired_time: 0.0000000000, propagate_forward_time: 11.3467607498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128582001
validation[          , genome  6947] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       851.31519, best error:       761.40674 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 154.3481597900s, input_fired_time: 2.2429454327, output_fired_time: 1.9380337000, propagate_forward_time: 57.1670379639, propagate_backward_time: 89.0810165405, weight_update_time: 0.1497809589, other_time: 3.9191207886
epoch time: 12.3791828156s, input_fired_time: 0.2837910950, output_fired_time: 0.0000000000, propagate_forward_time: 11.4061012268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6892900467
validation[          , genome  6947] predictions:    9759/  10000 (97.59%), best:    9758/10000 (97.58%), error:       818.99286, best error:       761.40674 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.3427886963s, input_fired_time: 2.2389318943, output_fired_time: 1.9489973783, propagate_forward_time: 56.7443046570, propagate_backward_time: 88.6043777466, weight_update_time: 0.1484756321, other_time: 3.8061752319
epoch time: 11.9480524063s, input_fired_time: 0.2793531418, output_fired_time: 0.0000000000, propagate_forward_time: 10.9573736191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113256454
validation[          , genome  6947] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       876.03241, best error:       761.40674 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.3367614746s, input_fired_time: 2.2304656506, output_fired_time: 1.9281092882, propagate_forward_time: 56.3979225159, propagate_backward_time: 87.9348678589, weight_update_time: 0.1488667727, other_time: 3.8453903198
epoch time: 12.0792655945s, input_fired_time: 0.2780668736, output_fired_time: 0.0000000000, propagate_forward_time: 11.1123476028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888513565
validation[          , genome  6947] predictions:    9537/  10000 (95.37%), best:    9758/10000 (97.58%), error:      1567.15259, best error:       761.40674 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 152.5914611816s, input_fired_time: 2.2325229645, output_fired_time: 1.9272171259, propagate_forward_time: 56.4074058533, propagate_backward_time: 88.1844482422, weight_update_time: 0.1483722478, other_time: 3.8398590088
epoch time: 12.6183691025s, input_fired_time: 0.2843839526, output_fired_time: 0.0000000000, propagate_forward_time: 11.6604709625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735143661
validation[          , genome  6947] predictions:    9721/  10000 (97.21%), best:    9758/10000 (97.58%), error:       957.44434, best error:       761.40674 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 152.3324432373s, input_fired_time: 2.2216007710, output_fired_time: 1.9288169146, propagate_forward_time: 56.3913917542, propagate_backward_time: 88.1467208862, weight_update_time: 0.1475194693, other_time: 3.6439132690
epoch time: 12.3878059387s, input_fired_time: 0.2824632227, output_fired_time: 0.0000000000, propagate_forward_time: 11.4216928482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836500168
validation[          , genome  6947] predictions:    9709/  10000 (97.09%), best:    9758/10000 (97.58%), error:       929.28802, best error:       761.40674 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 152.8974304199s, input_fired_time: 2.2269988060, output_fired_time: 1.9263916016, propagate_forward_time: 56.5105285645, propagate_backward_time: 88.4406204224, weight_update_time: 0.1484336108, other_time: 3.7928848267
epoch time: 12.6198616028s, input_fired_time: 0.2859681845, output_fired_time: 0.0000000000, propagate_forward_time: 11.6489992142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848945618
validation[          , genome  6947] predictions:    9692/  10000 (96.92%), best:    9758/10000 (97.58%), error:      1011.47534, best error:       761.40674 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 152.3151702881s, input_fired_time: 2.2294609547, output_fired_time: 1.9328557253, propagate_forward_time: 56.1532173157, propagate_backward_time: 88.1938400269, weight_update_time: 0.1476267576, other_time: 3.8057937622
epoch time: 12.5622043610s, input_fired_time: 0.2895025015, output_fired_time: 0.0000000000, propagate_forward_time: 11.5233354568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493667603
validation[          , genome  6947] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       833.22040, best error:       761.40674 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 153.4857482910s, input_fired_time: 2.2405354977, output_fired_time: 1.9420294762, propagate_forward_time: 56.6226844788, propagate_backward_time: 88.7934417725, weight_update_time: 0.1499828249, other_time: 3.8870544434
epoch time: 12.2857646942s, input_fired_time: 0.2813923359, output_fired_time: 0.0000000000, propagate_forward_time: 11.2932872772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7110853195
validation[          , genome  6947] predictions:    9770/  10000 (97.70%), best:    9758/10000 (97.58%), error:       838.52588, best error:       761.40674 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.8156280518s, input_fired_time: 2.2369256020, output_fired_time: 1.9165819883, propagate_forward_time: 56.1801109314, propagate_backward_time: 87.6372528076, weight_update_time: 0.1489364058, other_time: 3.8447570801
epoch time: 12.1012125015s, input_fired_time: 0.2815636098, output_fired_time: 0.0000000000, propagate_forward_time: 11.1058473587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138013840
validation[          , genome  6947] predictions:    9769/  10000 (97.69%), best:    9758/10000 (97.58%), error:       792.81647, best error:       761.40674 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 153.6431274414s, input_fired_time: 2.2467556000, output_fired_time: 1.9522604942, propagate_forward_time: 56.7247962952, propagate_backward_time: 88.7825851440, weight_update_time: 0.1492275447, other_time: 3.9367446899
epoch time: 12.2066698074s, input_fired_time: 0.2820516825, output_fired_time: 0.0000000000, propagate_forward_time: 11.2482814789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763362885
validation[          , genome  6947] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       872.31128, best error:       761.40674 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 151.9000244141s, input_fired_time: 2.2282342911, output_fired_time: 1.9252880812, propagate_forward_time: 56.1463508606, propagate_backward_time: 87.7888641357, weight_update_time: 0.1477945298, other_time: 3.8112792969
epoch time: 11.9161186218s, input_fired_time: 0.2759875953, output_fired_time: 0.0000000000, propagate_forward_time: 10.9530544281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870765686
validation[          , genome  6947] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       849.47406, best error:       761.40674 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 152.8854370117s, input_fired_time: 2.2444336414, output_fired_time: 1.9468219280, propagate_forward_time: 56.5181121826, propagate_backward_time: 88.3288497925, weight_update_time: 0.1479231119, other_time: 3.8472213745
epoch time: 12.0837593079s, input_fired_time: 0.2785427272, output_fired_time: 0.0000000000, propagate_forward_time: 11.0666990280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7385177612
validation[          , genome  6947] predictions:    9772/  10000 (97.72%), best:    9758/10000 (97.58%), error:       793.95844, best error:       761.40674 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 152.5664825439s, input_fired_time: 2.2332496643, output_fired_time: 1.9418197870, propagate_forward_time: 56.3477935791, propagate_backward_time: 88.2301635742, weight_update_time: 0.1475388706, other_time: 3.8134613037
epoch time: 12.7209663391s, input_fired_time: 0.2917192280, output_fired_time: 0.0000000000, propagate_forward_time: 11.7272882462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7019586563
validation[          , genome  6947] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       734.63843, best error:       734.63843 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 152.6022644043s, input_fired_time: 2.2325699329, output_fired_time: 1.9385412931, propagate_forward_time: 56.4851341248, propagate_backward_time: 88.1876373291, weight_update_time: 0.1477529556, other_time: 3.7583770752
epoch time: 12.1375741959s, input_fired_time: 0.2813549638, output_fired_time: 0.0000000000, propagate_forward_time: 11.1516780853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7045412064
validation[          , genome  6947] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       749.05444, best error:       734.63843 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 152.3911132813s, input_fired_time: 2.2318139076, output_fired_time: 1.9295644760, propagate_forward_time: 56.2361984253, propagate_backward_time: 88.1276626587, weight_update_time: 0.1485361308, other_time: 3.8658752441
epoch time: 12.0272893906s, input_fired_time: 0.2799807787, output_fired_time: 0.0000000000, propagate_forward_time: 11.0707578659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765508652
validation[          , genome  6947] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       809.80682, best error:       734.63843 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 153.4021453857s, input_fired_time: 2.2386505604, output_fired_time: 1.9404275417, propagate_forward_time: 56.6203155518, propagate_backward_time: 88.7704925537, weight_update_time: 0.1496570408, other_time: 3.8322601318
epoch time: 12.3525705338s, input_fired_time: 0.2835277319, output_fired_time: 0.0000000000, propagate_forward_time: 11.3958654404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6731777191
validation[          , genome  6947] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       837.37689, best error:       734.63843 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 152.7303009033s, input_fired_time: 2.2396924496, output_fired_time: 1.9416880608, propagate_forward_time: 56.4947433472, propagate_backward_time: 88.3073806763, weight_update_time: 0.1484425217, other_time: 3.7468109131
epoch time: 12.2745504379s, input_fired_time: 0.2824885249, output_fired_time: 0.0000000000, propagate_forward_time: 11.2902097702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7018518448
validation[          , genome  6947] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       838.22351, best error:       734.63843 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.6296997070s, input_fired_time: 2.2472021580, output_fired_time: 1.9408229589, propagate_forward_time: 56.7908287048, propagate_backward_time: 88.7697448730, weight_update_time: 0.1501846462, other_time: 3.8810882568
epoch time: 12.5266857147s, input_fired_time: 0.2891055942, output_fired_time: 0.0000000000, propagate_forward_time: 11.5310173035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7065629959
validation[          , genome  6947] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       844.17340, best error:       734.63843 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 152.5725402832s, input_fired_time: 2.2433445454, output_fired_time: 1.9469705820, propagate_forward_time: 56.3821792603, propagate_backward_time: 88.1934967041, weight_update_time: 0.1487482786, other_time: 3.8065414429
epoch time: 12.3654518127s, input_fired_time: 0.2845312953, output_fired_time: 0.0000000000, propagate_forward_time: 11.4055423737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753778458
validation[          , genome  6947] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       818.71936, best error:       734.63843 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 153.3033294678s, input_fired_time: 2.2407653332, output_fired_time: 1.9430788755, propagate_forward_time: 56.5121231079, propagate_backward_time: 88.7859191895, weight_update_time: 0.1484546512, other_time: 3.8214340210
epoch time: 11.9293928146s, input_fired_time: 0.2759845853, output_fired_time: 0.0000000000, propagate_forward_time: 10.9957981110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576099396
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9774/10000 (97.74%), error:       979.15521, best error:       734.63843 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 153.5947875977s, input_fired_time: 2.2479066849, output_fired_time: 1.9414290190, propagate_forward_time: 56.9352836609, propagate_backward_time: 88.6195755005, weight_update_time: 0.1496448964, other_time: 3.8505935669
epoch time: 12.4986581802s, input_fired_time: 0.2878644764, output_fired_time: 0.0000000000, propagate_forward_time: 11.4916677475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7191257477
validation[          , genome  6947] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       838.29425, best error:       734.63843 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 152.3849945068s, input_fired_time: 2.2464976311, output_fired_time: 1.9360363483, propagate_forward_time: 56.3400611877, propagate_backward_time: 88.0007705688, weight_update_time: 0.1485892832, other_time: 3.8616409302
epoch time: 12.2149114609s, input_fired_time: 0.2846150994, output_fired_time: 0.0000000000, propagate_forward_time: 11.2141132355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7161827087
validation[          , genome  6947] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       823.45892, best error:       734.63843 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 152.4187927246s, input_fired_time: 2.2446265221, output_fired_time: 1.9411383867, propagate_forward_time: 56.1990661621, propagate_backward_time: 88.1588897705, weight_update_time: 0.1484137774, other_time: 3.8750762939
epoch time: 12.2000694275s, input_fired_time: 0.2850374281, output_fired_time: 0.0000000000, propagate_forward_time: 11.1819801331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330522537
validation[          , genome  6947] predictions:    9725/  10000 (97.25%), best:    9774/10000 (97.74%), error:       898.51398, best error:       734.63843 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 151.8586273193s, input_fired_time: 2.2404274940, output_fired_time: 1.9394068718, propagate_forward_time: 55.9968299866, propagate_backward_time: 87.8307113647, weight_update_time: 0.1484687179, other_time: 3.8512496948
epoch time: 12.4737873077s, input_fired_time: 0.2889178693, output_fired_time: 0.0000000000, propagate_forward_time: 11.4309635162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7539062500
validation[          , genome  6947] predictions:    9584/  10000 (95.84%), best:    9774/10000 (97.74%), error:      1336.24951, best error:       734.63843 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 152.1745300293s, input_fired_time: 2.2383778095, output_fired_time: 1.9246442318, propagate_forward_time: 56.2679443359, propagate_backward_time: 87.8851699829, weight_update_time: 0.1477349252, other_time: 3.8584060669
epoch time: 12.2839899063s, input_fired_time: 0.2853494585, output_fired_time: 0.0000000000, propagate_forward_time: 11.3176946640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809453964
validation[          , genome  6947] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       827.97552, best error:       734.63843 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 151.9786834717s, input_fired_time: 2.2425413132, output_fired_time: 1.9271845818, propagate_forward_time: 56.3444786072, propagate_backward_time: 87.6779937744, weight_update_time: 0.1493991315, other_time: 3.7864837646
epoch time: 12.6198949814s, input_fired_time: 0.2909517586, output_fired_time: 0.0000000000, propagate_forward_time: 11.6303567886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985864639
validation[          , genome  6947] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       887.34900, best error:       734.63843 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 153.3172760010s, input_fired_time: 2.2583031654, output_fired_time: 1.9491707087, propagate_forward_time: 56.7624206543, propagate_backward_time: 88.4880752563, weight_update_time: 0.1495220512, other_time: 3.8593063354
epoch time: 12.0586156845s, input_fired_time: 0.2801421881, output_fired_time: 0.0000000000, propagate_forward_time: 11.0784015656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000722885
validation[          , genome  6947] predictions:    9771/  10000 (97.71%), best:    9774/10000 (97.74%), error:       802.10284, best error:       734.63843 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 152.6765594482s, input_fired_time: 2.2534344196, output_fired_time: 1.9417663813, propagate_forward_time: 56.4770622253, propagate_backward_time: 88.0875015259, weight_update_time: 0.1505718380, other_time: 3.9167861938
epoch time: 12.3575010300s, input_fired_time: 0.2867313027, output_fired_time: 0.0000000000, propagate_forward_time: 11.3646593094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061100006
validation[          , genome  6947] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       811.06421, best error:       734.63843 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 152.6009216309s, input_fired_time: 2.2433393002, output_fired_time: 1.9229737520, propagate_forward_time: 56.1351814270, propagate_backward_time: 88.3425292969, weight_update_time: 0.1491823047, other_time: 3.9569091797
epoch time: 12.2670106888s, input_fired_time: 0.2848622501, output_fired_time: 0.0000000000, propagate_forward_time: 11.2710113525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7111368179
validation[          , genome  6947] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       772.60535, best error:       734.63843 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 153.3329467773s, input_fired_time: 2.2523891926, output_fired_time: 1.9392486811, propagate_forward_time: 56.7048034668, propagate_backward_time: 88.6036758423, weight_update_time: 0.1487247944, other_time: 3.8328170776
epoch time: 12.3532590866s, input_fired_time: 0.2865855694, output_fired_time: 0.0000000000, propagate_forward_time: 11.3812618256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854114532
validation[          , genome  6947] predictions:    9769/  10000 (97.69%), best:    9774/10000 (97.74%), error:       798.83698, best error:       734.63843 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 153.2089080811s, input_fired_time: 2.2478833199, output_fired_time: 1.9424800873, propagate_forward_time: 56.6112785339, propagate_backward_time: 88.5560913086, weight_update_time: 0.1484995633, other_time: 3.8511810303
epoch time: 12.3578433990s, input_fired_time: 0.2886515856, output_fired_time: 0.0000000000, propagate_forward_time: 11.3469972610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7221946716
validation[          , genome  6947] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       791.26752, best error:       734.63843 on epoch:    82, 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: 61.7506713867s, input_fired_time: 1.4289101362, output_fired_time: 0.0000000000, propagate_forward_time: 56.6418418884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6799201965
best training[          , genome  6947] predictions:   49684/  50000 (99.37%), best:    9774/10000 (97.74%), error:      1338.69019, best error:       734.63843 on epoch:    82, 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: 12.4759922028s, input_fired_time: 0.2847857773, output_fired_time: 0.0000000000, propagate_forward_time: 11.4865264893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7046794891
   testing[          , genome  6947] predictions:    9795/  10000 (97.95%), best:    9774/10000 (97.74%), error:       690.76685, best error:       734.63843 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:31:41 (7324): called boinc_finish(0)

</stderr_txt>
]]>