Nameexact_genome_1512568488_44_3320_1
Workunit2587888
Created7 Dec 2017, 4:08:52 UTC
Sent7 Dec 2017, 4:16:49 UTC
Report deadline10 Dec 2017, 3:10:19 UTC
Received7 Dec 2017, 6:06:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 49 min 1 sec
CPU time1 hours 42 min 43 sec
Validate stateValid
Credit738.46
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.82 MB
Peak swap size152.26 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0626892596, output_fired_time: 0.0000000000, propagate_forward_time: 4.1705942154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198393822
validation[          , genome  3320] predictions:    9401/  10000 (94.01%), best:    9412/10000 (94.12%), error:      2073.64355, best error:      2045.76282 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.3687667847s, input_fired_time: 0.5054255128, output_fired_time: 0.5164099932, propagate_forward_time: 20.8899593353, propagate_backward_time: 32.0940513611, weight_update_time: 0.1276045144, other_time: 2.3629188538
epoch time: 4.0681467056s, input_fired_time: 0.0572308786, output_fired_time: 0.0000000000, propagate_forward_time: 3.6290102005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819055557
validation[          , genome  3320] predictions:    9369/  10000 (93.69%), best:    9412/10000 (94.12%), error:      2114.38037, best error:      2045.76282 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.0415344238s, input_fired_time: 0.5049251318, output_fired_time: 0.5199710727, propagate_forward_time: 21.1781425476, propagate_backward_time: 32.4527282715, weight_update_time: 0.1302537322, other_time: 2.3857688904
epoch time: 4.6443238258s, input_fired_time: 0.0614449829, output_fired_time: 0.0000000000, propagate_forward_time: 4.1618189812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210600853
validation[          , genome  3320] predictions:    9398/  10000 (93.98%), best:    9398/10000 (93.98%), error:      2034.76855, best error:      2034.76855 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.8092575073s, input_fired_time: 0.4966418743, output_fired_time: 0.5094302893, propagate_forward_time: 20.6301155090, propagate_backward_time: 31.8393287659, weight_update_time: 0.1258598119, other_time: 2.3337402344
epoch time: 4.6552419662s, input_fired_time: 0.0617610812, output_fired_time: 0.0000000000, propagate_forward_time: 4.1709723473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225087166
validation[          , genome  3320] predictions:    9326/  10000 (93.26%), best:    9398/10000 (93.98%), error:      2241.58032, best error:      2034.76855 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 55.5750350952s, input_fired_time: 0.4977423549, output_fired_time: 0.5080276132, propagate_forward_time: 20.6085758209, propagate_backward_time: 31.6297073364, weight_update_time: 0.1272673458, other_time: 2.3309860229
epoch time: 4.7997250557s, input_fired_time: 0.0650825948, output_fired_time: 0.0000000000, propagate_forward_time: 4.2992968559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353456497
validation[          , genome  3320] predictions:    9376/  10000 (93.76%), best:    9398/10000 (93.98%), error:      2142.50928, best error:      2034.76855 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.3443527222s, input_fired_time: 0.5010286570, output_fired_time: 0.5089032650, propagate_forward_time: 20.9571399689, propagate_backward_time: 32.0182838440, weight_update_time: 0.1274883151, other_time: 2.3589973450
epoch time: 4.6133184433s, input_fired_time: 0.0622356422, output_fired_time: 0.0000000000, propagate_forward_time: 4.1231970787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278855324
validation[          , genome  3320] predictions:    9361/  10000 (93.61%), best:    9398/10000 (93.98%), error:      2191.00635, best error:      2034.76855 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.5299682617s, input_fired_time: 0.5000346303, output_fired_time: 0.5160605311, propagate_forward_time: 20.9300537109, propagate_backward_time: 32.2043838501, weight_update_time: 0.1272002310, other_time: 2.3794364929
epoch time: 4.7999091148s, input_fired_time: 0.0639794171, output_fired_time: 0.0000000000, propagate_forward_time: 4.2946963310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412331581
validation[          , genome  3320] predictions:    9385/  10000 (93.85%), best:    9398/10000 (93.98%), error:      2065.84644, best error:      2034.76855 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 55.5338363647s, input_fired_time: 0.4968473315, output_fired_time: 0.5096949339, propagate_forward_time: 20.5696430206, propagate_backward_time: 31.6156444550, weight_update_time: 0.1264323145, other_time: 2.3420047760
epoch time: 4.6328320503s, input_fired_time: 0.0610260628, output_fired_time: 0.0000000000, propagate_forward_time: 4.1535730362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182329178
validation[          , genome  3320] predictions:    9388/  10000 (93.88%), best:    9398/10000 (93.98%), error:      2084.03418, best error:      2034.76855 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.7170333862s, input_fired_time: 0.5057959557, output_fired_time: 0.5206018686, propagate_forward_time: 21.0013961792, propagate_backward_time: 32.3248176575, weight_update_time: 0.1277781725, other_time: 2.3644218445
epoch time: 4.6154603958s, input_fired_time: 0.0614008792, output_fired_time: 0.0000000000, propagate_forward_time: 4.1377167702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163427353
validation[          , genome  3320] predictions:    9404/  10000 (94.04%), best:    9398/10000 (93.98%), error:      2070.06396, best error:      2034.76855 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.4521942139s, input_fired_time: 0.4983083010, output_fired_time: 0.5051565170, propagate_forward_time: 20.5671653748, propagate_backward_time: 31.5548324585, weight_update_time: 0.1275060177, other_time: 2.3267288208
epoch time: 4.6515412331s, input_fired_time: 0.0626104623, output_fired_time: 0.0000000000, propagate_forward_time: 4.1668467522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220838547
validation[          , genome  3320] predictions:    9393/  10000 (93.93%), best:    9398/10000 (93.98%), error:      2054.89697, best error:      2034.76855 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.8127937317s, input_fired_time: 0.4930132031, output_fired_time: 0.5006357431, propagate_forward_time: 20.3016147614, propagate_backward_time: 31.2096843719, weight_update_time: 0.1239792854, other_time: 2.3078479767
epoch time: 4.7444415092s, input_fired_time: 0.0631665066, output_fired_time: 0.0000000000, propagate_forward_time: 4.2522902489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289846420
validation[          , genome  3320] predictions:    9385/  10000 (93.85%), best:    9398/10000 (93.98%), error:      2067.87939, best error:      2034.76855 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 56.4889297485s, input_fired_time: 0.5036647320, output_fired_time: 0.5249992013, propagate_forward_time: 20.9264678955, propagate_backward_time: 32.1586456299, weight_update_time: 0.1274802536, other_time: 2.3751525879
epoch time: 4.6184568405s, input_fired_time: 0.0619671755, output_fired_time: 0.0000000000, propagate_forward_time: 4.1274504662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290390015
validation[          , genome  3320] predictions:    9402/  10000 (94.02%), best:    9402/10000 (94.02%), error:      2019.86206, best error:      2019.86206 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.0643768311s, input_fired_time: 0.4978148043, output_fired_time: 0.5119065642, propagate_forward_time: 20.7868461609, propagate_backward_time: 31.9088573456, weight_update_time: 0.1267159134, other_time: 2.3589534760
epoch time: 4.8412847519s, input_fired_time: 0.0642892346, output_fired_time: 0.0000000000, propagate_forward_time: 4.3444991112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324965477
validation[          , genome  3320] predictions:    9408/  10000 (94.08%), best:    9402/10000 (94.02%), error:      2081.02026, best error:      2019.86206 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.7324600220s, input_fired_time: 0.5003976226, output_fired_time: 0.5094060898, propagate_forward_time: 20.6525897980, propagate_backward_time: 31.7249164581, weight_update_time: 0.1276387721, other_time: 2.3451519012
epoch time: 4.7851552963s, input_fired_time: 0.0637585968, output_fired_time: 0.0000000000, propagate_forward_time: 4.2939805984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274163246
validation[          , genome  3320] predictions:    9412/  10000 (94.12%), best:    9412/10000 (94.12%), error:      2000.25513, best error:      2000.25513 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.4097442627s, input_fired_time: 0.4883765578, output_fired_time: 0.4997619092, propagate_forward_time: 20.2097606659, propagate_backward_time: 30.9269962311, weight_update_time: 0.1235176548, other_time: 2.2848491669
epoch time: 4.7729477882s, input_fired_time: 0.0648817569, output_fired_time: 0.0000000000, propagate_forward_time: 4.2776365280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304294586
validation[          , genome  3320] predictions:    9356/  10000 (93.56%), best:    9412/10000 (94.12%), error:      2155.84106, best error:      2000.25513 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.0536994934s, input_fired_time: 0.5023037791, output_fired_time: 0.5122358799, propagate_forward_time: 20.7363548279, propagate_backward_time: 31.9530811310, weight_update_time: 0.1252302378, other_time: 2.3497219086
epoch time: 4.5697078705s, input_fired_time: 0.0609682165, output_fired_time: 0.0000000000, propagate_forward_time: 4.0916504860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170889854
validation[          , genome  3320] predictions:    9411/  10000 (94.11%), best:    9412/10000 (94.12%), error:      2008.49976, best error:      2000.25513 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.1563949585s, input_fired_time: 0.4946723282, output_fired_time: 0.5061758757, propagate_forward_time: 20.4448890686, propagate_backward_time: 31.3672103882, weight_update_time: 0.1260943562, other_time: 2.3434486389
epoch time: 4.6443624496s, input_fired_time: 0.0623656325, output_fired_time: 0.0000000000, propagate_forward_time: 4.1612257957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207711220
validation[          , genome  3320] predictions:    9382/  10000 (93.82%), best:    9412/10000 (94.12%), error:      2033.63416, best error:      2000.25513 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.5865402222s, input_fired_time: 0.5109201074, output_fired_time: 0.5282565355, propagate_forward_time: 21.4618434906, propagate_backward_time: 32.6976509094, weight_update_time: 0.1300690025, other_time: 2.3878669739
epoch time: 4.7743873596s, input_fired_time: 0.0628753752, output_fired_time: 0.0000000000, propagate_forward_time: 4.2881116867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234004021
validation[          , genome  3320] predictions:    9407/  10000 (94.07%), best:    9412/10000 (94.12%), error:      2032.16919, best error:      2000.25513 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.3913040161s, input_fired_time: 0.5015549064, output_fired_time: 0.5162733793, propagate_forward_time: 20.9400863647, propagate_backward_time: 32.0708847046, weight_update_time: 0.1275839657, other_time: 2.3625030518
epoch time: 4.7465977669s, input_fired_time: 0.0643969998, output_fired_time: 0.0000000000, propagate_forward_time: 4.2550301552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271707535
validation[          , genome  3320] predictions:    9437/  10000 (94.37%), best:    9437/10000 (94.37%), error:      1931.22205, best error:      1931.22205 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.1811180115s, input_fired_time: 0.4868639112, output_fired_time: 0.4879249334, propagate_forward_time: 19.7169570923, propagate_backward_time: 30.2185497284, weight_update_time: 0.1202784777, other_time: 2.2708225250
epoch time: 4.5542826653s, input_fired_time: 0.0604188368, output_fired_time: 0.0000000000, propagate_forward_time: 4.0834527016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104113579
validation[          , genome  3320] predictions:    9414/  10000 (94.14%), best:    9437/10000 (94.37%), error:      2012.75830, best error:      1931.22205 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.6423988342s, input_fired_time: 0.5057275891, output_fired_time: 0.5170414448, propagate_forward_time: 21.0045204163, propagate_backward_time: 32.2547721863, weight_update_time: 0.1281880736, other_time: 2.3603401184
epoch time: 4.6861286163s, input_fired_time: 0.0637238622, output_fired_time: 0.0000000000, propagate_forward_time: 4.1872105598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351940155
validation[          , genome  3320] predictions:    9368/  10000 (93.68%), best:    9437/10000 (94.37%), error:      2102.24561, best error:      1931.22205 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 56.2089004517s, input_fired_time: 0.5011819005, output_fired_time: 0.5123522282, propagate_forward_time: 20.8778400421, propagate_backward_time: 31.9704189301, weight_update_time: 0.1274138242, other_time: 2.3471088409
epoch time: 4.5901012421s, input_fired_time: 0.0617708266, output_fired_time: 0.0000000000, propagate_forward_time: 4.1163353920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119949341
validation[          , genome  3320] predictions:    9398/  10000 (93.98%), best:    9437/10000 (94.37%), error:      2064.57227, best error:      1931.22205 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 56.4320449829s, input_fired_time: 0.5055009127, output_fired_time: 0.5175871253, propagate_forward_time: 20.9341564178, propagate_backward_time: 32.1174736023, weight_update_time: 0.1266948432, other_time: 2.3573265076
epoch time: 4.7806363106s, input_fired_time: 0.0651542470, output_fired_time: 0.0000000000, propagate_forward_time: 4.2909712791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245109558
validation[          , genome  3320] predictions:    9439/  10000 (94.39%), best:    9439/10000 (94.39%), error:      1919.15930, best error:      1919.15930 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.3245468140s, input_fired_time: 0.5028614998, output_fired_time: 0.5182738900, propagate_forward_time: 20.8837966919, propagate_backward_time: 32.0584678650, weight_update_time: 0.1269839704, other_time: 2.3611488342
epoch time: 4.8186311722s, input_fired_time: 0.0653349832, output_fired_time: 0.0000000000, propagate_forward_time: 4.3247551918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285411835
validation[          , genome  3320] predictions:    9399/  10000 (93.99%), best:    9439/10000 (94.39%), error:      2066.02173, best error:      1919.15930 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.6961059570s, input_fired_time: 0.5010894537, output_fired_time: 0.5060552955, propagate_forward_time: 20.6661109924, propagate_backward_time: 31.6792945862, weight_update_time: 0.1265271455, other_time: 2.3435554504
epoch time: 4.5156488419s, input_fired_time: 0.0611520261, output_fired_time: 0.0000000000, propagate_forward_time: 4.0409116745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135851860
validation[          , genome  3320] predictions:    9402/  10000 (94.02%), best:    9439/10000 (94.39%), error:      2055.48315, best error:      1919.15930 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.5750961304s, input_fired_time: 0.5049440265, output_fired_time: 0.5201698542, propagate_forward_time: 20.9820880890, propagate_backward_time: 32.2065086365, weight_update_time: 0.1276061982, other_time: 2.3613853455
epoch time: 4.6383161545s, input_fired_time: 0.0621586330, output_fired_time: 0.0000000000, propagate_forward_time: 4.1554980278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206595421
validation[          , genome  3320] predictions:    9423/  10000 (94.23%), best:    9439/10000 (94.39%), error:      2008.18372, best error:      1919.15930 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.7295150757s, input_fired_time: 0.4985421896, output_fired_time: 0.5104483962, propagate_forward_time: 20.6215744019, propagate_backward_time: 31.7728900909, weight_update_time: 0.1249008402, other_time: 2.3260593414
epoch time: 4.6773300171s, input_fired_time: 0.0636802390, output_fired_time: 0.0000000000, propagate_forward_time: 4.1728696823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407801628
validation[          , genome  3320] predictions:    9402/  10000 (94.02%), best:    9439/10000 (94.39%), error:      2015.34985, best error:      1919.15930 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 56.4171218872s, input_fired_time: 0.5060775876, output_fired_time: 0.5118866563, propagate_forward_time: 20.9126052856, propagate_backward_time: 32.1349563599, weight_update_time: 0.1272234172, other_time: 2.3515968323
epoch time: 4.5788593292s, input_fired_time: 0.0621750914, output_fired_time: 0.0000000000, propagate_forward_time: 4.0977783203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189057350
validation[          , genome  3320] predictions:    9415/  10000 (94.15%), best:    9439/10000 (94.39%), error:      1955.67847, best error:      1919.15930 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 56.8860740662s, input_fired_time: 0.5074581504, output_fired_time: 0.5158430338, propagate_forward_time: 21.1094474792, propagate_backward_time: 32.3697967529, weight_update_time: 0.1269179285, other_time: 2.3835296631
epoch time: 4.4264798164s, input_fired_time: 0.0592141822, output_fired_time: 0.0000000000, propagate_forward_time: 3.9565329552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107327461
validation[          , genome  3320] predictions:    9439/  10000 (94.39%), best:    9439/10000 (94.39%), error:      1940.78552, best error:      1919.15930 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.1113052368s, input_fired_time: 0.5064596534, output_fired_time: 0.5159755945, propagate_forward_time: 20.8072071075, propagate_backward_time: 31.9430294037, weight_update_time: 0.1243697852, other_time: 2.3386325836
epoch time: 4.1867146492s, input_fired_time: 0.0576369315, output_fired_time: 0.0000000000, propagate_forward_time: 3.7441172600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849606514
validation[          , genome  3320] predictions:    9440/  10000 (94.40%), best:    9440/10000 (94.40%), error:      1908.02527, best error:      1908.02527 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 56.1890296936s, input_fired_time: 0.5021153688, output_fired_time: 0.5157299042, propagate_forward_time: 20.8054885864, propagate_backward_time: 32.0101432800, weight_update_time: 0.1273626685, other_time: 2.3555488586
epoch time: 4.1904578209s, input_fired_time: 0.0583737008, output_fired_time: 0.0000000000, propagate_forward_time: 3.7395939827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924899101
validation[          , genome  3320] predictions:    9433/  10000 (94.33%), best:    9440/10000 (94.40%), error:      1965.20386, best error:      1908.02527 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 55.0051574707s, input_fired_time: 0.4964321256, output_fired_time: 0.5048314929, propagate_forward_time: 20.3722972870, propagate_backward_time: 31.3336620331, weight_update_time: 0.1242971867, other_time: 2.2979297638
epoch time: 3.9007184505s, input_fired_time: 0.0552533865, output_fired_time: 0.0000000000, propagate_forward_time: 3.4783067703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671584129
validation[          , genome  3320] predictions:    9449/  10000 (94.49%), best:    9440/10000 (94.40%), error:      1956.53857, best error:      1908.02527 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.6285362244s, input_fired_time: 0.4974426031, output_fired_time: 0.5003609061, propagate_forward_time: 20.2054443359, propagate_backward_time: 31.1311244965, weight_update_time: 0.1229411438, other_time: 2.2941608429
epoch time: 4.6330146790s, input_fired_time: 0.0618238188, output_fired_time: 0.0000000000, propagate_forward_time: 4.1490950584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220957756
validation[          , genome  3320] predictions:    9453/  10000 (94.53%), best:    9440/10000 (94.40%), error:      1927.97729, best error:      1908.02527 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.7361602783s, input_fired_time: 0.5049792528, output_fired_time: 0.5170074701, propagate_forward_time: 20.9781227112, propagate_backward_time: 32.3603477478, weight_update_time: 0.1284996271, other_time: 2.3757057190
epoch time: 4.7318873405s, input_fired_time: 0.0631918758, output_fired_time: 0.0000000000, propagate_forward_time: 4.2383823395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303131104
validation[          , genome  3320] predictions:    9431/  10000 (94.31%), best:    9440/10000 (94.40%), error:      1956.40344, best error:      1908.02527 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.3662872314s, input_fired_time: 0.5066150427, output_fired_time: 0.5142234564, propagate_forward_time: 20.8745403290, propagate_backward_time: 32.1166000366, weight_update_time: 0.1282086074, other_time: 2.3543090820
epoch time: 4.6128811836s, input_fired_time: 0.0621493012, output_fired_time: 0.0000000000, propagate_forward_time: 4.1274480820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232835770
validation[          , genome  3320] predictions:    9455/  10000 (94.55%), best:    9455/10000 (94.55%), error:      1899.27734, best error:      1899.27734 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.1070785522s, input_fired_time: 0.5064045191, output_fired_time: 0.5159078836, propagate_forward_time: 20.7695541382, propagate_backward_time: 31.9710216522, weight_update_time: 0.1259069443, other_time: 2.3441905975
epoch time: 4.7363495827s, input_fired_time: 0.0636081100, output_fired_time: 0.0000000000, propagate_forward_time: 4.2440285683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287128448
validation[          , genome  3320] predictions:    9397/  10000 (93.97%), best:    9455/10000 (94.55%), error:      2098.72388, best error:      1899.27734 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 55.5211410522s, input_fired_time: 0.5022375584, output_fired_time: 0.5080665350, propagate_forward_time: 20.5446529388, propagate_backward_time: 31.6407585144, weight_update_time: 0.1249857843, other_time: 2.3254203796
epoch time: 4.7538108826s, input_fired_time: 0.0646057948, output_fired_time: 0.0000000000, propagate_forward_time: 4.2561106682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330945015
validation[          , genome  3320] predictions:    9441/  10000 (94.41%), best:    9455/10000 (94.55%), error:      1943.32910, best error:      1899.27734 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.1313514709s, input_fired_time: 0.5098844767, output_fired_time: 0.5139037371, propagate_forward_time: 20.7904205322, propagate_backward_time: 31.9612712860, weight_update_time: 0.1296037287, other_time: 2.3558712006
epoch time: 3.8047094345s, input_fired_time: 0.0546880364, output_fired_time: 0.0000000000, propagate_forward_time: 3.3788533211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711681366
validation[          , genome  3320] predictions:    9416/  10000 (94.16%), best:    9455/10000 (94.55%), error:      1947.19006, best error:      1899.27734 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.3947715759s, input_fired_time: 0.5092118382, output_fired_time: 0.5147660375, propagate_forward_time: 20.9608249664, propagate_backward_time: 32.0566596985, weight_update_time: 0.1276057810, other_time: 2.3533058167
epoch time: 3.8860969543s, input_fired_time: 0.0541894212, output_fired_time: 0.0000000000, propagate_forward_time: 3.4659378529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659696579
validation[          , genome  3320] predictions:    9420/  10000 (94.20%), best:    9455/10000 (94.55%), error:      1958.52661, best error:      1899.27734 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.1187095642s, input_fired_time: 0.5123003721, output_fired_time: 0.5183876157, propagate_forward_time: 21.1967620850, propagate_backward_time: 32.5109672546, weight_update_time: 0.1284266561, other_time: 2.3802947998
epoch time: 4.7370352745s, input_fired_time: 0.0653065220, output_fired_time: 0.0000000000, propagate_forward_time: 4.2468338013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248948097
validation[          , genome  3320] predictions:    9428/  10000 (94.28%), best:    9455/10000 (94.55%), error:      1919.21899, best error:      1899.27734 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 55.9854621887s, input_fired_time: 0.5062144995, output_fired_time: 0.5096508861, propagate_forward_time: 20.7172126770, propagate_backward_time: 31.9261531830, weight_update_time: 0.1271980256, other_time: 2.3262310028
epoch time: 4.4766650200s, input_fired_time: 0.0617717765, output_fired_time: 0.0000000000, propagate_forward_time: 4.0041584969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107346535
validation[          , genome  3320] predictions:    9449/  10000 (94.49%), best:    9455/10000 (94.55%), error:      1923.51746, best error:      1899.27734 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.0434799194s, input_fired_time: 0.5012018681, output_fired_time: 0.5118821263, propagate_forward_time: 20.7150783539, propagate_backward_time: 31.9698829651, weight_update_time: 0.1278431267, other_time: 2.3454322815
epoch time: 4.2741761208s, input_fired_time: 0.0583625585, output_fired_time: 0.0000000000, propagate_forward_time: 3.8229696751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928439617
validation[          , genome  3320] predictions:    9449/  10000 (94.49%), best:    9455/10000 (94.55%), error:      1926.38501, best error:      1899.27734 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.0970954895s, input_fired_time: 0.5104498267, output_fired_time: 0.5151228905, propagate_forward_time: 20.7752132416, propagate_backward_time: 31.9528579712, weight_update_time: 0.1253180504, other_time: 2.3434524536
epoch time: 4.6745400429s, input_fired_time: 0.0625900179, output_fired_time: 0.0000000000, propagate_forward_time: 4.1974616051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144883156
validation[          , genome  3320] predictions:    9400/  10000 (94.00%), best:    9455/10000 (94.55%), error:      2011.75085, best error:      1899.27734 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 56.2746162415s, input_fired_time: 0.5091964006, output_fired_time: 0.5169094801, propagate_forward_time: 20.8569374084, propagate_backward_time: 32.0315704346, weight_update_time: 0.1281333119, other_time: 2.3600006104
epoch time: 4.3562269211s, input_fired_time: 0.0601664372, output_fired_time: 0.0000000000, propagate_forward_time: 3.8958683014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001922607
validation[          , genome  3320] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1872.77087, best error:      1872.77087 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.1816368103s, input_fired_time: 0.5043915510, output_fired_time: 0.5157310367, propagate_forward_time: 20.8378067017, propagate_backward_time: 31.9427452087, weight_update_time: 0.1275149137, other_time: 2.3809623718
epoch time: 4.4453496933s, input_fired_time: 0.0609441847, output_fired_time: 0.0000000000, propagate_forward_time: 3.9809594154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034461975
validation[          , genome  3320] predictions:    9434/  10000 (94.34%), best:    9451/10000 (94.51%), error:      1926.02307, best error:      1872.77087 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 55.7295761108s, input_fired_time: 0.4993345141, output_fired_time: 0.5120131373, propagate_forward_time: 20.6480083466, propagate_backward_time: 31.7344360352, weight_update_time: 0.1274615824, other_time: 2.3357849121
epoch time: 4.6800332069s, input_fired_time: 0.0636651069, output_fired_time: 0.0000000000, propagate_forward_time: 4.1968674660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195008278
validation[          , genome  3320] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1894.35657, best error:      1872.77087 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.2896728516s, input_fired_time: 0.5091992617, output_fired_time: 0.5158753395, propagate_forward_time: 20.7787456512, propagate_backward_time: 32.1310844421, weight_update_time: 0.1289225668, other_time: 2.3547630310
epoch time: 4.7834477425s, input_fired_time: 0.0656822473, output_fired_time: 0.0000000000, propagate_forward_time: 4.2924180031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253473282
validation[          , genome  3320] predictions:    9432/  10000 (94.32%), best:    9451/10000 (94.51%), error:      1920.91736, best error:      1872.77087 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.8119430542s, input_fired_time: 0.5127999187, output_fired_time: 0.5189386606, propagate_forward_time: 20.9970474243, propagate_backward_time: 32.4280929565, weight_update_time: 0.1281640828, other_time: 2.3550643921
epoch time: 4.6744632721s, input_fired_time: 0.0651386455, output_fired_time: 0.0000000000, propagate_forward_time: 4.1862092018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231152534
validation[          , genome  3320] predictions:    9455/  10000 (94.55%), best:    9451/10000 (94.51%), error:      1921.42468, best error:      1872.77087 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.1282081604s, input_fired_time: 0.5071422458, output_fired_time: 0.5137242079, propagate_forward_time: 20.7872924805, propagate_backward_time: 31.9662876129, weight_update_time: 0.1260080636, other_time: 2.3537616730
epoch time: 4.5897774696s, input_fired_time: 0.0639340356, output_fired_time: 0.0000000000, propagate_forward_time: 4.1100463867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157972336
validation[          , genome  3320] predictions:    9455/  10000 (94.55%), best:    9455/10000 (94.55%), error:      1858.13757, best error:      1858.13757 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.3546371460s, input_fired_time: 0.5085073709, output_fired_time: 0.5165211558, propagate_forward_time: 20.8877391815, propagate_backward_time: 32.1004981995, weight_update_time: 0.1276245415, other_time: 2.3413734436
epoch time: 4.4391436577s, input_fired_time: 0.0608484410, output_fired_time: 0.0000000000, propagate_forward_time: 3.9761059284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021894932
validation[          , genome  3320] predictions:    9444/  10000 (94.44%), best:    9455/10000 (94.55%), error:      1897.86865, best error:      1858.13757 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.1075096130s, input_fired_time: 0.5088119507, output_fired_time: 0.5124437809, propagate_forward_time: 20.8627948761, propagate_backward_time: 31.8618087769, weight_update_time: 0.1263303012, other_time: 2.3616485596
epoch time: 4.6532249451s, input_fired_time: 0.0642456561, output_fired_time: 0.0000000000, propagate_forward_time: 4.1680517197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209275246
validation[          , genome  3320] predictions:    9412/  10000 (94.12%), best:    9455/10000 (94.55%), error:      1980.25256, best error:      1858.13757 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 55.1060180664s, input_fired_time: 0.5025914311, output_fired_time: 0.5067581534, propagate_forward_time: 20.3933639526, propagate_backward_time: 31.3862285614, weight_update_time: 0.1251590550, other_time: 2.3170757294
epoch time: 4.5588960648s, input_fired_time: 0.0617405660, output_fired_time: 0.0000000000, propagate_forward_time: 4.0829682350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141874313
validation[          , genome  3320] predictions:    9460/  10000 (94.60%), best:    9455/10000 (94.55%), error:      1910.45703, best error:      1858.13757 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.0819549561s, input_fired_time: 0.5061954856, output_fired_time: 0.5123713017, propagate_forward_time: 20.8173332214, propagate_backward_time: 31.9004402161, weight_update_time: 0.1271721721, other_time: 2.3456153870
epoch time: 4.5274901390s, input_fired_time: 0.0613194406, output_fired_time: 0.0000000000, propagate_forward_time: 4.0541529655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120178223
validation[          , genome  3320] predictions:    9402/  10000 (94.02%), best:    9455/10000 (94.55%), error:      2060.00000, best error:      1858.13757 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 56.9273185730s, input_fired_time: 0.5116906166, output_fired_time: 0.5186982751, propagate_forward_time: 21.1688289642, propagate_backward_time: 32.3559570313, weight_update_time: 0.1281452924, other_time: 2.3721389771
epoch time: 4.7617096901s, input_fired_time: 0.0646845773, output_fired_time: 0.0000000000, propagate_forward_time: 4.2735209465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235043526
validation[          , genome  3320] predictions:    9442/  10000 (94.42%), best:    9455/10000 (94.55%), error:      1902.72473, best error:      1858.13757 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.7936592102s, input_fired_time: 0.5106312037, output_fired_time: 0.5173264146, propagate_forward_time: 21.0440158844, propagate_backward_time: 32.3483581543, weight_update_time: 0.1290948987, other_time: 2.3733291626
epoch time: 4.3078212738s, input_fired_time: 0.0601958074, output_fired_time: 0.0000000000, propagate_forward_time: 3.8510270119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965983391
validation[          , genome  3320] predictions:    9426/  10000 (94.26%), best:    9455/10000 (94.55%), error:      1953.22473, best error:      1858.13757 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.6152267456s, input_fired_time: 0.4899453223, output_fired_time: 0.4885884523, propagate_forward_time: 19.8393402100, propagate_backward_time: 30.5270938873, weight_update_time: 0.1202353463, other_time: 2.2702579498
epoch time: 4.5906491280s, input_fired_time: 0.0650785342, output_fired_time: 0.0000000000, propagate_forward_time: 4.0941286087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314417839
validation[          , genome  3320] predictions:    9443/  10000 (94.43%), best:    9455/10000 (94.55%), error:      1921.33826, best error:      1858.13757 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 55.6225013733s, input_fired_time: 0.5009598732, output_fired_time: 0.5063306093, propagate_forward_time: 20.6210632324, propagate_backward_time: 31.6663875580, weight_update_time: 0.1274032146, other_time: 2.3277568817
epoch time: 4.6695756912s, input_fired_time: 0.0642888099, output_fired_time: 0.0000000000, propagate_forward_time: 4.1835837364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217033386
validation[          , genome  3320] predictions:    9425/  10000 (94.25%), best:    9455/10000 (94.55%), error:      1997.78870, best error:      1858.13757 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 56.1448860168s, input_fired_time: 0.5066284537, output_fired_time: 0.5132572651, propagate_forward_time: 20.9180374146, propagate_backward_time: 31.8556766510, weight_update_time: 0.1276742071, other_time: 2.3512859344
epoch time: 4.7585878372s, input_fired_time: 0.0659956336, output_fired_time: 0.0000000000, propagate_forward_time: 4.2671413422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254508018
validation[          , genome  3320] predictions:    9451/  10000 (94.51%), best:    9455/10000 (94.55%), error:      1886.57861, best error:      1858.13757 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.6762542725s, input_fired_time: 0.5105893612, output_fired_time: 0.5155686140, propagate_forward_time: 21.0292358398, propagate_backward_time: 32.2384452820, weight_update_time: 0.1293122321, other_time: 2.3824157715
epoch time: 4.7928714752s, input_fired_time: 0.0648769140, output_fired_time: 0.0000000000, propagate_forward_time: 4.2976560593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303383827
validation[          , genome  3320] predictions:    9454/  10000 (94.54%), best:    9455/10000 (94.55%), error:      1878.04932, best error:      1858.13757 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.5585060120s, input_fired_time: 0.5101804137, output_fired_time: 0.5169810057, propagate_forward_time: 20.9396724701, propagate_backward_time: 32.2403030396, weight_update_time: 0.1291505545, other_time: 2.3513717651
epoch time: 4.4317965508s, input_fired_time: 0.0631909892, output_fired_time: 0.0000000000, propagate_forward_time: 3.9582495689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103560448
validation[          , genome  3320] predictions:    9446/  10000 (94.46%), best:    9455/10000 (94.55%), error:      1868.24084, best error:      1858.13757 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 55.5245246887s, input_fired_time: 0.5081396103, output_fired_time: 0.5109477043, propagate_forward_time: 20.5452041626, propagate_backward_time: 31.6375122070, weight_update_time: 0.1248910278, other_time: 2.3227195740
epoch time: 4.6429090500s, input_fired_time: 0.0643920675, output_fired_time: 0.0000000000, propagate_forward_time: 4.1594276428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190893173
validation[          , genome  3320] predictions:    9450/  10000 (94.50%), best:    9455/10000 (94.55%), error:      1896.85693, best error:      1858.13757 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.9158554077s, input_fired_time: 0.5109549761, output_fired_time: 0.5120128393, propagate_forward_time: 20.7362308502, propagate_backward_time: 31.8052406311, weight_update_time: 0.1256424338, other_time: 2.3514137268
epoch time: 4.6455817223s, input_fired_time: 0.0650571808, output_fired_time: 0.0000000000, propagate_forward_time: 4.1616559029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188685417
validation[          , genome  3320] predictions:    9445/  10000 (94.45%), best:    9455/10000 (94.55%), error:      1889.00073, best error:      1858.13757 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.7663078308s, input_fired_time: 0.5192138553, output_fired_time: 0.5191452503, propagate_forward_time: 21.0669937134, propagate_backward_time: 32.2915725708, weight_update_time: 0.1273689270, other_time: 2.3693809509
epoch time: 4.4609327316s, input_fired_time: 0.0629363507, output_fired_time: 0.0000000000, propagate_forward_time: 3.9866309166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113655090
validation[          , genome  3320] predictions:    9445/  10000 (94.45%), best:    9455/10000 (94.55%), error:      1894.70642, best error:      1858.13757 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.7552375793s, input_fired_time: 0.5114654899, output_fired_time: 0.5101808906, propagate_forward_time: 20.6987724304, propagate_backward_time: 31.7027416229, weight_update_time: 0.1258761734, other_time: 2.3320751190
epoch time: 4.6946816444s, input_fired_time: 0.0650469437, output_fired_time: 0.0000000000, propagate_forward_time: 4.1971349716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324998856
validation[          , genome  3320] predictions:    9456/  10000 (94.56%), best:    9455/10000 (94.55%), error:      1888.64453, best error:      1858.13757 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.5160865784s, input_fired_time: 0.5134644508, output_fired_time: 0.5149751902, propagate_forward_time: 20.9480819702, propagate_backward_time: 32.1741676331, weight_update_time: 0.1281163990, other_time: 2.3653945923
epoch time: 4.7122282982s, input_fired_time: 0.0653995499, output_fired_time: 0.0000000000, propagate_forward_time: 4.2243981361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224305153
validation[          , genome  3320] predictions:    9452/  10000 (94.52%), best:    9455/10000 (94.55%), error:      1881.77905, best error:      1858.13757 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.0089302063s, input_fired_time: 0.5107024908, output_fired_time: 0.5077370405, propagate_forward_time: 20.7908000946, propagate_backward_time: 31.8595008850, weight_update_time: 0.1256683469, other_time: 2.3401908875
epoch time: 4.5106806755s, input_fired_time: 0.0638187304, output_fired_time: 0.0000000000, propagate_forward_time: 4.0382037163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086580276
validation[          , genome  3320] predictions:    9447/  10000 (94.47%), best:    9455/10000 (94.55%), error:      1904.97351, best error:      1858.13757 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.0869369507s, input_fired_time: 0.5177941322, output_fired_time: 0.5247275233, propagate_forward_time: 21.1331348419, propagate_backward_time: 32.5016632080, weight_update_time: 0.1294937879, other_time: 2.4096145630
epoch time: 4.7024402618s, input_fired_time: 0.0652877986, output_fired_time: 0.0000000000, propagate_forward_time: 4.2136826515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234700203
validation[          , genome  3320] predictions:    9446/  10000 (94.46%), best:    9455/10000 (94.55%), error:      1914.91968, best error:      1858.13757 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.8909606934s, input_fired_time: 0.5116798878, output_fired_time: 0.5145090818, propagate_forward_time: 20.6916389465, propagate_backward_time: 31.8212585449, weight_update_time: 0.1275999844, other_time: 2.3518753052
epoch time: 4.7339229584s, input_fired_time: 0.0655041784, output_fired_time: 0.0000000000, propagate_forward_time: 4.2451748848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232439995
validation[          , genome  3320] predictions:    9477/  10000 (94.77%), best:    9455/10000 (94.55%), error:      1859.94104, best error:      1858.13757 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 54.7508850098s, input_fired_time: 0.5031772256, output_fired_time: 0.5021204352, propagate_forward_time: 20.2785930634, propagate_backward_time: 31.1540164948, weight_update_time: 0.1244338304, other_time: 2.3129787445
epoch time: 4.5726575851s, input_fired_time: 0.0631224364, output_fired_time: 0.0000000000, propagate_forward_time: 4.0867691040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227662086
validation[          , genome  3320] predictions:    9393/  10000 (93.93%), best:    9455/10000 (94.55%), error:      2054.58789, best error:      1858.13757 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.2488746643s, input_fired_time: 0.5041289330, output_fired_time: 0.5024730563, propagate_forward_time: 20.4702033997, propagate_backward_time: 31.4491424561, weight_update_time: 0.1261700392, other_time: 2.3229293823
epoch time: 4.6707086563s, input_fired_time: 0.0645861924, output_fired_time: 0.0000000000, propagate_forward_time: 4.1848258972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212965965
validation[          , genome  3320] predictions:    9466/  10000 (94.66%), best:    9455/10000 (94.55%), error:      1868.43494, best error:      1858.13757 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.6892662048s, input_fired_time: 0.5144523382, output_fired_time: 0.5196887255, propagate_forward_time: 20.9588966370, propagate_backward_time: 32.3440628052, weight_update_time: 0.1266883016, other_time: 2.3521652222
epoch time: 4.7858128548s, input_fired_time: 0.0668548271, output_fired_time: 0.0000000000, propagate_forward_time: 4.2913804054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275774956
validation[          , genome  3320] predictions:    9451/  10000 (94.51%), best:    9455/10000 (94.55%), error:      1895.33655, best error:      1858.13757 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 56.0935707092s, input_fired_time: 0.5128683448, output_fired_time: 0.5146053433, propagate_forward_time: 20.8049507141, propagate_backward_time: 31.9075107574, weight_update_time: 0.1259853244, other_time: 2.3536357880
epoch time: 4.3922505379s, input_fired_time: 0.0606347658, output_fired_time: 0.0000000000, propagate_forward_time: 3.9337134361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979024887
validation[          , genome  3320] predictions:    9442/  10000 (94.42%), best:    9455/10000 (94.55%), error:      1956.59338, best error:      1858.13757 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.2144126892s, input_fired_time: 0.5168988109, output_fired_time: 0.5191923380, propagate_forward_time: 21.2412319183, propagate_backward_time: 32.5805473328, weight_update_time: 0.1296252310, other_time: 2.3565406799
epoch time: 4.5121088028s, input_fired_time: 0.0628321990, output_fired_time: 0.0000000000, propagate_forward_time: 4.0355715752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137048721
validation[          , genome  3320] predictions:    9453/  10000 (94.53%), best:    9455/10000 (94.55%), error:      1866.75134, best error:      1858.13757 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.1268653870s, input_fired_time: 0.5128200054, output_fired_time: 0.5125076175, propagate_forward_time: 20.7833251953, propagate_backward_time: 31.9643287659, weight_update_time: 0.1285487115, other_time: 2.3538818359
epoch time: 4.6372241974s, input_fired_time: 0.0669839531, output_fired_time: 0.0000000000, propagate_forward_time: 4.1477618217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224781990
validation[          , genome  3320] predictions:    9461/  10000 (94.61%), best:    9455/10000 (94.55%), error:      1880.84949, best error:      1858.13757 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 55.9283447266s, input_fired_time: 0.5130470395, output_fired_time: 0.5097405910, propagate_forward_time: 20.7109832764, propagate_backward_time: 31.8497257233, weight_update_time: 0.1293246299, other_time: 2.3448505402
epoch time: 4.7224326134s, input_fired_time: 0.0659057871, output_fired_time: 0.0000000000, propagate_forward_time: 4.2239580154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325690269
validation[          , genome  3320] predictions:    9454/  10000 (94.54%), best:    9455/10000 (94.55%), error:      1920.61890, best error:      1858.13757 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 55.7098007202s, input_fired_time: 0.5115298033, output_fired_time: 0.5082359910, propagate_forward_time: 20.5652790070, propagate_backward_time: 31.7825908661, weight_update_time: 0.1270003170, other_time: 2.3421649933
epoch time: 4.7405142784s, input_fired_time: 0.0663362071, output_fired_time: 0.0000000000, propagate_forward_time: 4.2469010353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272770882
validation[          , genome  3320] predictions:    9445/  10000 (94.45%), best:    9455/10000 (94.55%), error:      1895.71814, best error:      1858.13757 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 54.4141654968s, input_fired_time: 0.5032035112, output_fired_time: 0.5001176000, propagate_forward_time: 20.1381149292, propagate_backward_time: 30.9683837891, weight_update_time: 0.1235582605, other_time: 2.3043441772
epoch time: 4.8548254967s, input_fired_time: 0.0679036900, output_fired_time: 0.0000000000, propagate_forward_time: 4.3506140709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363079071
validation[          , genome  3320] predictions:    9459/  10000 (94.59%), best:    9455/10000 (94.55%), error:      1884.98877, best error:      1858.13757 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.6459884644s, input_fired_time: 0.5107090473, output_fired_time: 0.5065135360, propagate_forward_time: 20.5374431610, propagate_backward_time: 31.7300834656, weight_update_time: 0.1266058981, other_time: 2.3612403870
epoch time: 4.8412747383s, input_fired_time: 0.0672541410, output_fired_time: 0.0000000000, propagate_forward_time: 4.3391270638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348936081
validation[          , genome  3320] predictions:    9434/  10000 (94.34%), best:    9455/10000 (94.55%), error:      1907.05591, best error:      1858.13757 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.1486740112s, input_fired_time: 0.5133389831, output_fired_time: 0.5139940381, propagate_forward_time: 20.8257026672, propagate_backward_time: 31.9389438629, weight_update_time: 0.1274451464, other_time: 2.3566951752
epoch time: 4.5316071510s, input_fired_time: 0.0644085556, output_fired_time: 0.0000000000, propagate_forward_time: 4.0532326698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139657021
validation[          , genome  3320] predictions:    9447/  10000 (94.47%), best:    9455/10000 (94.55%), error:      1874.97241, best error:      1858.13757 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.4667358398s, input_fired_time: 0.5031264424, output_fired_time: 0.4972608685, propagate_forward_time: 20.1433086395, propagate_backward_time: 31.0262775421, weight_update_time: 0.1245211959, other_time: 2.2967586517
epoch time: 4.8184776306s, input_fired_time: 0.0666024238, output_fired_time: 0.0000000000, propagate_forward_time: 4.3213062286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305691719
validation[          , genome  3320] predictions:    9442/  10000 (94.42%), best:    9455/10000 (94.55%), error:      1897.95667, best error:      1858.13757 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.8721122742s, input_fired_time: 0.5116647482, output_fired_time: 0.5133485198, propagate_forward_time: 20.6427860260, propagate_backward_time: 31.8661518097, weight_update_time: 0.1267848015, other_time: 2.3381633759
epoch time: 4.7228021622s, input_fired_time: 0.0678097680, output_fired_time: 0.0000000000, propagate_forward_time: 4.2286973000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262952805
validation[          , genome  3320] predictions:    9462/  10000 (94.62%), best:    9462/10000 (94.62%), error:      1854.74255, best error:      1854.74255 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.5732727051s, input_fired_time: 0.5222326517, output_fired_time: 0.5147058368, propagate_forward_time: 20.9507732391, propagate_backward_time: 32.2244453430, weight_update_time: 0.1282567084, other_time: 2.3611183167
epoch time: 4.5077600479s, input_fired_time: 0.0637564138, output_fired_time: 0.0000000000, propagate_forward_time: 4.0359473228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080562592
validation[          , genome  3320] predictions:    9400/  10000 (94.00%), best:    9462/10000 (94.62%), error:      2072.53857, best error:      1854.74255 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 55.9538269043s, input_fired_time: 0.5177650452, output_fired_time: 0.5132212639, propagate_forward_time: 20.6790943146, propagate_backward_time: 31.8960304260, weight_update_time: 0.1257702261, other_time: 2.3477134705
epoch time: 4.5509076118s, input_fired_time: 0.0644944906, output_fired_time: 0.0000000000, propagate_forward_time: 4.0775265694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088864326
validation[          , genome  3320] predictions:    9453/  10000 (94.53%), best:    9453/10000 (94.53%), error:      1851.68030, best error:      1851.68030 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.2806549072s, input_fired_time: 0.5092654228, output_fired_time: 0.5079668164, propagate_forward_time: 20.4240875244, propagate_backward_time: 31.5068626404, weight_update_time: 0.1260208786, other_time: 2.3324737549
epoch time: 4.7843642235s, input_fired_time: 0.0680269599, output_fired_time: 0.0000000000, propagate_forward_time: 4.2940635681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222736359
validation[          , genome  3320] predictions:    9447/  10000 (94.47%), best:    9453/10000 (94.53%), error:      1949.67664, best error:      1851.68030 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.1963500977s, input_fired_time: 0.5218349099, output_fired_time: 0.5219620466, propagate_forward_time: 21.2680931091, propagate_backward_time: 32.5097045898, weight_update_time: 0.1279249638, other_time: 2.3747558594
epoch time: 4.6511049271s, input_fired_time: 0.0650069192, output_fired_time: 0.0000000000, propagate_forward_time: 4.1591029167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269952774
validation[          , genome  3320] predictions:    9462/  10000 (94.62%), best:    9453/10000 (94.53%), error:      1862.15271, best error:      1851.68030 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.3776664734s, input_fired_time: 0.5207606554, output_fired_time: 0.5172754526, propagate_forward_time: 20.9705162048, propagate_backward_time: 32.0351219177, weight_update_time: 0.1284524947, other_time: 2.3339920044
epoch time: 4.6594343185s, input_fired_time: 0.0655410960, output_fired_time: 0.0000000000, propagate_forward_time: 4.1703929901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235000610
validation[          , genome  3320] predictions:    9427/  10000 (94.27%), best:    9453/10000 (94.53%), error:      1983.74402, best error:      1851.68030 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.1856613159s, input_fired_time: 0.5165678263, output_fired_time: 0.5143048167, propagate_forward_time: 20.8254547119, propagate_backward_time: 31.9782829285, weight_update_time: 0.1278355420, other_time: 2.3510513306
epoch time: 4.7527294159s, input_fired_time: 0.0659346730, output_fired_time: 0.0000000000, propagate_forward_time: 4.2614550591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253396988
validation[          , genome  3320] predictions:    9433/  10000 (94.33%), best:    9453/10000 (94.53%), error:      1948.37720, best error:      1851.68030 on epoch:    96, 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: 23.3227195740s, input_fired_time: 0.3313806951, output_fired_time: 0.0000000000, propagate_forward_time: 20.8049545288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1863842010
best training[          , genome  3320] predictions:   47922/  50000 (95.84%), best:    9453/10000 (94.53%), error:      7534.26855, best error:      1851.68030 on epoch:    96, 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: 4.6838655472s, input_fired_time: 0.0656248331, output_fired_time: 0.0000000000, propagate_forward_time: 4.1969122887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213285446
   testing[          , genome  3320] predictions:    9484/  10000 (94.84%), best:    9453/10000 (94.53%), error:      1742.98987, best error:      1851.68030 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:05:56 (4192): called boinc_finish(0)

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