Nameexact_genome_1512568488_41_7053_0
Workunit2606525
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:38:38 UTC
Report deadline20 Dec 2017, 9:48:31 UTC
Received8 Dec 2017, 17:47:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time7 hours 5 min 43 sec
CPU time6 hours 58 min 14 sec
Validate stateValid
Credit3,105.89
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.86 MB
Peak swap size153.75 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
24s, input_fired_time: 0.2464930862, output_fired_time: 0.0000000000, propagate_forward_time: 17.2315521240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7307834625
validation[          , genome  7053] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       814.09070, best error:       814.09070 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 233.4594116211s, input_fired_time: 2.3654797077, output_fired_time: 1.5307410955, propagate_forward_time: 86.5965194702, propagate_backward_time: 134.1360778809, weight_update_time: 0.1824873090, other_time: 8.8305969238
epoch time: 18.9451007843s, input_fired_time: 0.2470466197, output_fired_time: 0.0000000000, propagate_forward_time: 17.0351181030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6629352570
validation[          , genome  7053] predictions:    9638/  10000 (96.38%), best:    9759/10000 (97.59%), error:      1196.84265, best error:       814.09070 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 232.8451690674s, input_fired_time: 2.3090951443, output_fired_time: 1.5108455420, propagate_forward_time: 86.1492385864, propagate_backward_time: 134.1777191162, weight_update_time: 0.1906358749, other_time: 8.6982574463
epoch time: 19.1012134552s, input_fired_time: 0.2474143803, output_fired_time: 0.0000000000, propagate_forward_time: 17.2056541443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6481456757
validation[          , genome  7053] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       894.35162, best error:       814.09070 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 232.4533691406s, input_fired_time: 2.2992830276, output_fired_time: 1.5778419971, propagate_forward_time: 85.9874572754, propagate_backward_time: 133.8571777344, weight_update_time: 0.1832103133, other_time: 8.7316131592
epoch time: 18.9647712708s, input_fired_time: 0.2484421730, output_fired_time: 0.0000000000, propagate_forward_time: 17.0607814789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6555480957
validation[          , genome  7053] predictions:    9711/  10000 (97.11%), best:    9759/10000 (97.59%), error:       995.59729, best error:       814.09070 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 231.7895050049s, input_fired_time: 2.3751747608, output_fired_time: 1.5511592627, propagate_forward_time: 85.4699783325, propagate_backward_time: 133.6393127441, weight_update_time: 0.1903586686, other_time: 8.7538757324
epoch time: 19.3399715424s, input_fired_time: 0.2486261278, output_fired_time: 0.0000000000, propagate_forward_time: 17.3987541199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6925907135
validation[          , genome  7053] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       835.03351, best error:       814.09070 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 231.2229003906s, input_fired_time: 2.3052964211, output_fired_time: 1.5462256670, propagate_forward_time: 85.6554336548, propagate_backward_time: 133.0033416748, weight_update_time: 0.1832919419, other_time: 8.7126007080
epoch time: 19.1753177643s, input_fired_time: 0.2496112883, output_fired_time: 0.0000000000, propagate_forward_time: 17.2755985260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6501083374
validation[          , genome  7053] predictions:    9731/  10000 (97.31%), best:    9759/10000 (97.59%), error:       877.26379, best error:       814.09070 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 232.0671539307s, input_fired_time: 2.3070690632, output_fired_time: 1.6083142757, propagate_forward_time: 85.6716079712, propagate_backward_time: 133.6651153564, weight_update_time: 0.1911832541, other_time: 8.8150482178
epoch time: 19.0786590576s, input_fired_time: 0.2493334860, output_fired_time: 0.0000000000, propagate_forward_time: 17.1565456390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6727790833
validation[          , genome  7053] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       855.18378, best error:       814.09070 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 232.1428222656s, input_fired_time: 2.3070132732, output_fired_time: 1.5075894594, propagate_forward_time: 85.9779663086, propagate_backward_time: 133.5853271484, weight_update_time: 0.1821765304, other_time: 8.7649383545
epoch time: 19.0738162994s, input_fired_time: 0.2593138814, output_fired_time: 0.0000000000, propagate_forward_time: 17.1534824371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6610202789
validation[          , genome  7053] predictions:    9716/  10000 (97.16%), best:    9759/10000 (97.59%), error:       908.06488, best error:       814.09070 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 231.9712066650s, input_fired_time: 2.3604409695, output_fired_time: 1.5261343718, propagate_forward_time: 85.4797897339, propagate_backward_time: 133.9386901855, weight_update_time: 0.1824106574, other_time: 8.6661376953
epoch time: 19.2926120758s, input_fired_time: 0.2556685805, output_fired_time: 0.0000000000, propagate_forward_time: 17.3769817352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6599617004
validation[          , genome  7053] predictions:    9660/  10000 (96.60%), best:    9759/10000 (97.59%), error:      1079.20154, best error:       814.09070 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 231.5816040039s, input_fired_time: 2.3065726757, output_fired_time: 1.5150555372, propagate_forward_time: 85.8166503906, propagate_backward_time: 133.2902221680, weight_update_time: 0.1827982962, other_time: 8.6530914307
epoch time: 19.0375118256s, input_fired_time: 0.2527544200, output_fired_time: 0.0000000000, propagate_forward_time: 17.1068592072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6778984070
validation[          , genome  7053] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       871.10492, best error:       814.09070 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 232.2471618652s, input_fired_time: 2.3672797680, output_fired_time: 1.5437301397, propagate_forward_time: 85.9803543091, propagate_backward_time: 133.7087707520, weight_update_time: 0.1871974617, other_time: 8.6470336914
epoch time: 19.1508369446s, input_fired_time: 0.2504681051, output_fired_time: 0.0000000000, propagate_forward_time: 17.2350330353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6653366089
validation[          , genome  7053] predictions:    9745/  10000 (97.45%), best:    9759/10000 (97.59%), error:       819.83551, best error:       814.09070 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 231.1243438721s, input_fired_time: 2.3512408733, output_fired_time: 1.5269148350, propagate_forward_time: 85.6860885620, propagate_backward_time: 132.8503417969, weight_update_time: 0.1822880805, other_time: 8.7097473145
epoch time: 19.0954837799s, input_fired_time: 0.2537134588, output_fired_time: 0.0000000000, propagate_forward_time: 17.1685886383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6731815338
validation[          , genome  7053] predictions:    9679/  10000 (96.79%), best:    9759/10000 (97.59%), error:       996.46063, best error:       814.09070 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 232.2231903076s, input_fired_time: 2.3601808548, output_fired_time: 1.5147821903, propagate_forward_time: 86.0901641846, propagate_backward_time: 133.5525360107, weight_update_time: 0.1961741447, other_time: 8.7055206299
epoch time: 19.1687259674s, input_fired_time: 0.2554573119, output_fired_time: 0.0000000000, propagate_forward_time: 17.1972808838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7159881592
validation[          , genome  7053] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       708.27423, best error:       708.27423 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 232.1254272461s, input_fired_time: 2.4282858372, output_fired_time: 1.5225226879, propagate_forward_time: 85.7877502441, propagate_backward_time: 133.7194519043, weight_update_time: 0.1827214211, other_time: 8.6674194336
epoch time: 19.0200462341s, input_fired_time: 0.2572587132, output_fired_time: 0.0000000000, propagate_forward_time: 17.1080722809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6547145844
validation[          , genome  7053] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       769.00378, best error:       708.27423 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 231.7575073242s, input_fired_time: 2.3432006836, output_fired_time: 1.5403522253, propagate_forward_time: 85.8958129883, propagate_backward_time: 133.2994232178, weight_update_time: 0.1866449416, other_time: 8.6787109375
epoch time: 19.1745548248s, input_fired_time: 0.2586642504, output_fired_time: 0.0000000000, propagate_forward_time: 17.2476291656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6682605743
validation[          , genome  7053] predictions:    9706/  10000 (97.06%), best:    9778/10000 (97.78%), error:       888.42651, best error:       708.27423 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 231.9531097412s, input_fired_time: 2.3202025890, output_fired_time: 1.5223824978, propagate_forward_time: 85.7102432251, propagate_backward_time: 133.6158599854, weight_update_time: 0.1829341501, other_time: 8.7844085693
epoch time: 19.1064701080s, input_fired_time: 0.2549732029, output_fired_time: 0.0000000000, propagate_forward_time: 17.1797637939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6717338562
validation[          , genome  7053] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       744.58301, best error:       708.27423 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 232.5878448486s, input_fired_time: 2.3541297913, output_fired_time: 1.5233823061, propagate_forward_time: 85.9218750000, propagate_backward_time: 134.0784606934, weight_update_time: 0.1829387695, other_time: 8.7100067139
epoch time: 19.3697643280s, input_fired_time: 0.2550081015, output_fired_time: 0.0000000000, propagate_forward_time: 17.4320144653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6827411652
validation[          , genome  7053] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       762.45764, best error:       708.27423 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 232.7297210693s, input_fired_time: 2.3438818455, output_fired_time: 1.5353527069, propagate_forward_time: 85.9941558838, propagate_backward_time: 134.0753784180, weight_update_time: 0.1824342608, other_time: 8.7809448242
epoch time: 19.5208683014s, input_fired_time: 0.2556090951, output_fired_time: 0.0000000000, propagate_forward_time: 17.5619029999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7033557892
validation[          , genome  7053] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:       950.14276, best error:       708.27423 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 233.8806457520s, input_fired_time: 2.3741862774, output_fired_time: 1.5970453024, propagate_forward_time: 86.9807968140, propagate_backward_time: 134.1519622803, weight_update_time: 0.1830592901, other_time: 8.7766571045
epoch time: 19.3257102966s, input_fired_time: 0.2632359266, output_fired_time: 0.0000000000, propagate_forward_time: 17.3830318451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6794433594
validation[          , genome  7053] predictions:    9777/  10000 (97.77%), best:    9778/10000 (97.78%), error:       730.09869, best error:       708.27423 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 231.8408050537s, input_fired_time: 2.3371996880, output_fired_time: 1.5970225334, propagate_forward_time: 85.7967834473, propagate_backward_time: 133.4716796875, weight_update_time: 0.1861893088, other_time: 8.6381225586
epoch time: 19.2345542908s, input_fired_time: 0.2609874904, output_fired_time: 0.0000000000, propagate_forward_time: 17.3062419891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6673240662
validation[          , genome  7053] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       884.35199, best error:       708.27423 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 232.8592529297s, input_fired_time: 2.3920731544, output_fired_time: 1.5236350298, propagate_forward_time: 85.9406967163, propagate_backward_time: 134.2886962891, weight_update_time: 0.1823485345, other_time: 8.7141418457
epoch time: 18.9845905304s, input_fired_time: 0.2522026598, output_fired_time: 0.0000000000, propagate_forward_time: 17.0671749115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6652126312
validation[          , genome  7053] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       700.97028, best error:       700.97028 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 233.7875213623s, input_fired_time: 2.3770499229, output_fired_time: 1.5306560993, propagate_forward_time: 86.7478256226, propagate_backward_time: 134.2890014648, weight_update_time: 0.1822062880, other_time: 8.8429870605
epoch time: 19.1789360046s, input_fired_time: 0.2543290555, output_fired_time: 0.0000000000, propagate_forward_time: 17.1868858337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7377204895
validation[          , genome  7053] predictions:    9693/  10000 (96.93%), best:    9772/10000 (97.72%), error:       982.02740, best error:       700.97028 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 232.3370056152s, input_fired_time: 2.3788473606, output_fired_time: 1.5208257437, propagate_forward_time: 85.7485122681, propagate_backward_time: 134.0579223633, weight_update_time: 0.1830174625, other_time: 8.6308898926
epoch time: 19.1322345734s, input_fired_time: 0.2588923573, output_fired_time: 0.0000000000, propagate_forward_time: 17.2252120972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6481304169
validation[          , genome  7053] predictions:    9624/  10000 (96.24%), best:    9772/10000 (97.72%), error:      1174.74597, best error:       700.97028 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 232.6115264893s, input_fired_time: 2.3492794037, output_fired_time: 1.5261585712, propagate_forward_time: 86.2438583374, propagate_backward_time: 133.7749786377, weight_update_time: 0.1877721995, other_time: 8.7172698975
epoch time: 19.3220672607s, input_fired_time: 0.2638127804, output_fired_time: 0.0000000000, propagate_forward_time: 17.3288040161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7294502258
validation[          , genome  7053] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       762.59735, best error:       700.97028 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 232.3161926270s, input_fired_time: 2.3743987083, output_fired_time: 1.5153931379, propagate_forward_time: 85.8920974731, propagate_backward_time: 133.6572723389, weight_update_time: 0.1900112182, other_time: 8.8770294189
epoch time: 19.1624450684s, input_fired_time: 0.2566374540, output_fired_time: 0.0000000000, propagate_forward_time: 17.2376766205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6681308746
validation[          , genome  7053] predictions:    9728/  10000 (97.28%), best:    9772/10000 (97.72%), error:       841.51776, best error:       700.97028 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 232.3201293945s, input_fired_time: 2.3781535625, output_fired_time: 1.5541522503, propagate_forward_time: 85.9697189331, propagate_backward_time: 133.7321777344, weight_update_time: 0.1825171113, other_time: 8.6859130859
epoch time: 19.2265262604s, input_fired_time: 0.2574805319, output_fired_time: 0.0000000000, propagate_forward_time: 17.3026237488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6664218903
validation[          , genome  7053] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       788.62628, best error:       700.97028 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 232.0040130615s, input_fired_time: 2.3393790722, output_fired_time: 1.5173197985, propagate_forward_time: 85.6284027100, propagate_backward_time: 133.7347259521, weight_update_time: 0.1815433055, other_time: 8.7841796875
epoch time: 19.0317306519s, input_fired_time: 0.2560123801, output_fired_time: 0.0000000000, propagate_forward_time: 17.1205883026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6551303864
validation[          , genome  7053] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       743.39111, best error:       700.97028 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 231.8403167725s, input_fired_time: 2.3598401546, output_fired_time: 1.5151511431, propagate_forward_time: 86.1029891968, propagate_backward_time: 133.2525634766, weight_update_time: 0.1826191992, other_time: 8.6097717285
epoch time: 19.0049362183s, input_fired_time: 0.2598295510, output_fired_time: 0.0000000000, propagate_forward_time: 17.0927314758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6523742676
validation[          , genome  7053] predictions:    9713/  10000 (97.13%), best:    9772/10000 (97.72%), error:       881.94891, best error:       700.97028 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 232.3620605469s, input_fired_time: 2.3535106182, output_fired_time: 1.5491825342, propagate_forward_time: 85.8612060547, propagate_backward_time: 133.9143524170, weight_update_time: 0.1829809994, other_time: 8.6838073730
epoch time: 19.4038066864s, input_fired_time: 0.2672383487, output_fired_time: 0.0000000000, propagate_forward_time: 17.4512691498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6852989197
validation[          , genome  7053] predictions:    9766/  10000 (97.66%), best:    9772/10000 (97.72%), error:       754.02783, best error:       700.97028 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 231.4017791748s, input_fired_time: 2.3528215885, output_fired_time: 1.5203198195, propagate_forward_time: 85.7876281738, propagate_backward_time: 132.8889465332, weight_update_time: 0.1827839464, other_time: 8.8520507812
epoch time: 19.0973739624s, input_fired_time: 0.2573247254, output_fired_time: 0.0000000000, propagate_forward_time: 17.1937942505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6462554932
validation[          , genome  7053] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       752.49390, best error:       700.97028 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 232.3082885742s, input_fired_time: 2.3723199368, output_fired_time: 1.5243699551, propagate_forward_time: 86.2989807129, propagate_backward_time: 133.3771209717, weight_update_time: 0.1862299442, other_time: 8.7355041504
epoch time: 19.0933628082s, input_fired_time: 0.2633982599, output_fired_time: 0.0000000000, propagate_forward_time: 17.1625843048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6673793793
validation[          , genome  7053] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       744.44977, best error:       700.97028 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 233.3023986816s, input_fired_time: 2.3861443996, output_fired_time: 1.5088607073, propagate_forward_time: 86.7383651733, propagate_backward_time: 133.9184570312, weight_update_time: 0.1863325685, other_time: 8.7505798340
epoch time: 19.3629570007s, input_fired_time: 0.2893339992, output_fired_time: 0.0000000000, propagate_forward_time: 17.4057464600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6678771973
validation[          , genome  7053] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       695.94684, best error:       695.94684 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 232.2961273193s, input_fired_time: 2.3480954170, output_fired_time: 1.5281531811, propagate_forward_time: 86.2206344604, propagate_backward_time: 133.3807678223, weight_update_time: 0.1829408705, other_time: 8.8184814453
epoch time: 19.1374435425s, input_fired_time: 0.2568687797, output_fired_time: 0.0000000000, propagate_forward_time: 17.2198238373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607513428
validation[          , genome  7053] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       745.25684, best error:       695.94684 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 233.5982208252s, input_fired_time: 2.4261593819, output_fired_time: 1.5263379812, propagate_forward_time: 86.8295059204, propagate_backward_time: 134.0177612305, weight_update_time: 0.1825359911, other_time: 8.7984619141
epoch time: 19.0965194702s, input_fired_time: 0.2559785843, output_fired_time: 0.0000000000, propagate_forward_time: 17.1768894196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6636524200
validation[          , genome  7053] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       752.03076, best error:       695.94684 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 231.8897552490s, input_fired_time: 2.4000585079, output_fired_time: 1.5139228106, propagate_forward_time: 86.0334091187, propagate_backward_time: 133.2580261230, weight_update_time: 0.1828462929, other_time: 8.6843566895
epoch time: 19.0781707764s, input_fired_time: 0.2594732046, output_fired_time: 0.0000000000, propagate_forward_time: 17.1537208557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6649761200
validation[          , genome  7053] predictions:    9778/  10000 (97.78%), best:    9777/10000 (97.77%), error:       724.56775, best error:       695.94684 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 232.6193237305s, input_fired_time: 2.3588027954, output_fired_time: 1.5265305042, propagate_forward_time: 86.1394882202, propagate_backward_time: 133.9644470215, weight_update_time: 0.1868283898, other_time: 8.6300659180
epoch time: 19.2618160248s, input_fired_time: 0.2686073780, output_fired_time: 0.0000000000, propagate_forward_time: 17.3035697937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6896381378
validation[          , genome  7053] predictions:    9781/  10000 (97.81%), best:    9777/10000 (97.77%), error:       703.96948, best error:       695.94684 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 232.5397949219s, input_fired_time: 2.3658652306, output_fired_time: 1.5140258074, propagate_forward_time: 86.1963272095, propagate_backward_time: 133.5750885010, weight_update_time: 0.1906240284, other_time: 8.8885040283
epoch time: 19.3211593628s, input_fired_time: 0.2620663047, output_fired_time: 0.0000000000, propagate_forward_time: 17.3937397003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6653537750
validation[          , genome  7053] predictions:    9447/  10000 (94.47%), best:    9777/10000 (97.77%), error:      1733.84802, best error:       695.94684 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 232.5691223145s, input_fired_time: 2.3693726063, output_fired_time: 1.5451066494, propagate_forward_time: 85.8631362915, propagate_backward_time: 134.0964965820, weight_update_time: 0.1880330592, other_time: 8.6950073242
epoch time: 19.1766452789s, input_fired_time: 0.2565969527, output_fired_time: 0.0000000000, propagate_forward_time: 17.2500419617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6700057983
validation[          , genome  7053] predictions:    9784/  10000 (97.84%), best:    9777/10000 (97.77%), error:       696.29871, best error:       695.94684 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 232.4331817627s, input_fired_time: 2.3623268604, output_fired_time: 1.5236333609, propagate_forward_time: 86.2286987305, propagate_backward_time: 133.5471038818, weight_update_time: 0.1869366914, other_time: 8.7714233398
epoch time: 19.1800823212s, input_fired_time: 0.2619946599, output_fired_time: 0.0000000000, propagate_forward_time: 17.2573642731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607227325
validation[          , genome  7053] predictions:    9775/  10000 (97.75%), best:    9777/10000 (97.77%), error:       703.20935, best error:       695.94684 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 233.8039398193s, input_fired_time: 2.4585855007, output_fired_time: 1.5251381397, propagate_forward_time: 86.6314392090, propagate_backward_time: 134.4016113281, weight_update_time: 0.1824890673, other_time: 8.7871704102
epoch time: 19.2634239197s, input_fired_time: 0.2610504329, output_fired_time: 0.0000000000, propagate_forward_time: 17.3045864105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6977863312
validation[          , genome  7053] predictions:    9716/  10000 (97.16%), best:    9777/10000 (97.77%), error:       921.83575, best error:       695.94684 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 232.1074218750s, input_fired_time: 2.3630797863, output_fired_time: 1.5998775959, propagate_forward_time: 85.9714431763, propagate_backward_time: 133.4385070801, weight_update_time: 0.1824731827, other_time: 8.7344970703
epoch time: 19.3200130463s, input_fired_time: 0.2631261051, output_fired_time: 0.0000000000, propagate_forward_time: 17.3776588440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6792278290
validation[          , genome  7053] predictions:    9774/  10000 (97.74%), best:    9777/10000 (97.77%), error:       778.31219, best error:       695.94684 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 232.5923461914s, input_fired_time: 2.3722994328, output_fired_time: 1.5881685019, propagate_forward_time: 85.9067306519, propagate_backward_time: 134.1212615967, weight_update_time: 0.1827030331, other_time: 8.6038970947
epoch time: 19.0386657715s, input_fired_time: 0.2612835765, output_fired_time: 0.0000000000, propagate_forward_time: 17.1099433899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6674385071
validation[          , genome  7053] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       767.85510, best error:       695.94684 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 232.9344787598s, input_fired_time: 2.4530782700, output_fired_time: 1.5204848051, propagate_forward_time: 86.3088302612, propagate_backward_time: 133.9156799316, weight_update_time: 0.1828450412, other_time: 8.7364196777
epoch time: 19.0699100494s, input_fired_time: 0.2623648345, output_fired_time: 0.0000000000, propagate_forward_time: 17.1540622711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6534824371
validation[          , genome  7053] predictions:    9773/  10000 (97.73%), best:    9777/10000 (97.77%), error:       739.63708, best error:       695.94684 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 232.3009033203s, input_fired_time: 2.4013757706, output_fired_time: 1.5043158531, propagate_forward_time: 86.1597137451, propagate_backward_time: 133.5586700439, weight_update_time: 0.1825677752, other_time: 8.6768188477
epoch time: 19.1833572388s, input_fired_time: 0.2608057857, output_fired_time: 0.0000000000, propagate_forward_time: 17.2603073120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6622447968
validation[          , genome  7053] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       687.02063, best error:       687.02063 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 232.2174530029s, input_fired_time: 2.3837037086, output_fired_time: 1.5137512684, propagate_forward_time: 85.7633666992, propagate_backward_time: 133.8430938721, weight_update_time: 0.1860842109, other_time: 8.7135467529
epoch time: 19.0145378113s, input_fired_time: 0.2609532177, output_fired_time: 0.0000000000, propagate_forward_time: 17.0870895386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6664943695
validation[          , genome  7053] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       710.69830, best error:       687.02063 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 232.6246948242s, input_fired_time: 2.3925797939, output_fired_time: 1.5600996017, propagate_forward_time: 86.4546279907, propagate_backward_time: 133.4578552246, weight_update_time: 0.1907042116, other_time: 8.7595214844
epoch time: 20.0903472900s, input_fired_time: 0.2913115323, output_fired_time: 0.0000000000, propagate_forward_time: 18.0198841095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7791519165
validation[          , genome  7053] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       750.77924, best error:       687.02063 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 232.9820709229s, input_fired_time: 2.3779981136, output_fired_time: 1.6055459976, propagate_forward_time: 85.8140411377, propagate_backward_time: 134.4655761719, weight_update_time: 0.1909046024, other_time: 8.7189178467
epoch time: 19.2887439728s, input_fired_time: 0.2632612288, output_fired_time: 0.0000000000, propagate_forward_time: 17.3552436829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6702384949
validation[          , genome  7053] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       686.03131, best error:       686.03131 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 232.4348907471s, input_fired_time: 2.4203124046, output_fired_time: 1.5306617022, propagate_forward_time: 86.4458084106, propagate_backward_time: 133.3027954102, weight_update_time: 0.1830220670, other_time: 8.7353210449
epoch time: 19.1411724091s, input_fired_time: 0.2673886120, output_fired_time: 0.0000000000, propagate_forward_time: 17.2159805298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6578025818
validation[          , genome  7053] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       687.98254, best error:       686.03131 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 232.4913635254s, input_fired_time: 2.4592976570, output_fired_time: 1.5350487232, propagate_forward_time: 86.1157760620, propagate_backward_time: 133.6707153320, weight_update_time: 0.1825571656, other_time: 8.7105102539
epoch time: 19.2322463989s, input_fired_time: 0.2621247470, output_fired_time: 0.0000000000, propagate_forward_time: 17.3026409149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6674804688
validation[          , genome  7053] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       680.64655, best error:       680.64655 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 232.3538970947s, input_fired_time: 2.3723435402, output_fired_time: 1.5576838255, propagate_forward_time: 86.0573883057, propagate_backward_time: 133.6620788574, weight_update_time: 0.1871300340, other_time: 8.7044067383
epoch time: 19.1798362732s, input_fired_time: 0.2722296119, output_fired_time: 0.0000000000, propagate_forward_time: 17.2388820648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6687240601
validation[          , genome  7053] predictions:    9751/  10000 (97.51%), best:    9788/10000 (97.88%), error:       776.29987, best error:       680.64655 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 232.1939697266s, input_fired_time: 2.3935096264, output_fired_time: 1.5053247213, propagate_forward_time: 85.8250045776, propagate_backward_time: 133.7761535645, weight_update_time: 0.1811429262, other_time: 8.6939697266
epoch time: 19.3613319397s, input_fired_time: 0.2959216237, output_fired_time: 0.0000000000, propagate_forward_time: 17.4028453827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6625652313
validation[          , genome  7053] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       662.38104, best error:       662.38104 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 232.5100555420s, input_fired_time: 2.4031009674, output_fired_time: 1.5240814686, propagate_forward_time: 86.1034927368, propagate_backward_time: 133.7601776123, weight_update_time: 0.1827404499, other_time: 8.7191925049
epoch time: 19.4794845581s, input_fired_time: 0.2670204043, output_fired_time: 0.0000000000, propagate_forward_time: 17.5248584747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6876049042
validation[          , genome  7053] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       660.11902, best error:       660.11902 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 232.6271972656s, input_fired_time: 2.3802917004, output_fired_time: 1.5266665220, propagate_forward_time: 86.2563095093, propagate_backward_time: 133.7859191895, weight_update_time: 0.1822831482, other_time: 8.6780090332
epoch time: 19.1907424927s, input_fired_time: 0.2620797455, output_fired_time: 0.0000000000, propagate_forward_time: 17.2136917114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7149715424
validation[          , genome  7053] predictions:    9727/  10000 (97.27%), best:    9798/10000 (97.98%), error:       815.40192, best error:       660.11902 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 232.3688507080s, input_fired_time: 2.4211299419, output_fired_time: 1.5238492489, propagate_forward_time: 86.1558456421, propagate_backward_time: 133.5503540039, weight_update_time: 0.1900241673, other_time: 8.7176818848
epoch time: 19.6046867371s, input_fired_time: 0.2628282905, output_fired_time: 0.0000000000, propagate_forward_time: 17.6269626617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7148952484
validation[          , genome  7053] predictions:    9744/  10000 (97.44%), best:    9798/10000 (97.98%), error:       803.74292, best error:       660.11902 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 232.6473388672s, input_fired_time: 2.4184596539, output_fired_time: 1.5096697807, propagate_forward_time: 85.9460830688, propagate_backward_time: 134.0650177002, weight_update_time: 0.1823342443, other_time: 8.7081146240
epoch time: 19.0240077972s, input_fired_time: 0.2632632256, output_fired_time: 0.0000000000, propagate_forward_time: 17.1000137329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607303619
validation[          , genome  7053] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       726.31348, best error:       660.11902 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 232.4770812988s, input_fired_time: 2.3841705322, output_fired_time: 1.5238488913, propagate_forward_time: 86.0712585449, propagate_backward_time: 133.7318725586, weight_update_time: 0.1826942861, other_time: 8.7659301758
epoch time: 19.3902568817s, input_fired_time: 0.2586325705, output_fired_time: 0.0000000000, propagate_forward_time: 17.4395866394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6920375824
validation[          , genome  7053] predictions:    9795/  10000 (97.95%), best:    9798/10000 (97.98%), error:       732.02686, best error:       660.11902 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 232.9342346191s, input_fired_time: 2.3695671558, output_fired_time: 1.5364415646, propagate_forward_time: 86.2970123291, propagate_backward_time: 134.0642852783, weight_update_time: 0.1900787801, other_time: 8.6669311523
epoch time: 19.1389408112s, input_fired_time: 0.2634676099, output_fired_time: 0.0000000000, propagate_forward_time: 17.2190017700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6564712524
validation[          , genome  7053] predictions:    9784/  10000 (97.84%), best:    9798/10000 (97.98%), error:       674.85748, best error:       660.11902 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 232.2587280273s, input_fired_time: 2.3724992275, output_fired_time: 1.5173457861, propagate_forward_time: 86.1973419189, propagate_backward_time: 133.4260406494, weight_update_time: 0.1849266589, other_time: 8.7454986572
epoch time: 19.2429866791s, input_fired_time: 0.2738018334, output_fired_time: 0.0000000000, propagate_forward_time: 17.1957378387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7734470367
validation[          , genome  7053] predictions:    9793/  10000 (97.93%), best:    9798/10000 (97.98%), error:       687.27338, best error:       660.11902 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 232.5906372070s, input_fired_time: 2.4132132530, output_fired_time: 1.5726995468, propagate_forward_time: 86.1378479004, propagate_backward_time: 133.6344757080, weight_update_time: 0.1821590811, other_time: 8.8324127197
epoch time: 19.1154727936s, input_fired_time: 0.2657842338, output_fired_time: 0.0000000000, propagate_forward_time: 17.1755371094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6741523743
validation[          , genome  7053] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       715.03625, best error:       660.11902 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 232.7559356689s, input_fired_time: 2.4461214542, output_fired_time: 1.5496003628, propagate_forward_time: 85.9463882446, propagate_backward_time: 134.0988159180, weight_update_time: 0.1863024235, other_time: 8.7149963379
epoch time: 19.2254085541s, input_fired_time: 0.2638876438, output_fired_time: 0.0000000000, propagate_forward_time: 17.2915821075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6699390411
validation[          , genome  7053] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       701.93750, best error:       660.11902 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 232.7000274658s, input_fired_time: 2.4381701946, output_fired_time: 1.5717806816, propagate_forward_time: 86.3360900879, propagate_backward_time: 133.5712585449, weight_update_time: 0.1825034767, other_time: 8.7827301025
epoch time: 19.2274703979s, input_fired_time: 0.2674344480, output_fired_time: 0.0000000000, propagate_forward_time: 17.3003635406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6596717834
validation[          , genome  7053] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       756.26038, best error:       660.11902 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 232.7435607910s, input_fired_time: 2.4201247692, output_fired_time: 1.5418473482, propagate_forward_time: 85.7180633545, propagate_backward_time: 134.2380065918, weight_update_time: 0.1830255091, other_time: 8.8255157471
epoch time: 19.1162738800s, input_fired_time: 0.2639096677, output_fired_time: 0.0000000000, propagate_forward_time: 17.1606197357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6917438507
validation[          , genome  7053] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       705.82458, best error:       660.11902 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 231.7325439453s, input_fired_time: 2.3919813633, output_fired_time: 1.5383163691, propagate_forward_time: 85.8895111084, propagate_backward_time: 133.1834869385, weight_update_time: 0.1819133162, other_time: 8.7292480469
epoch time: 19.1425952911s, input_fired_time: 0.2656458914, output_fired_time: 0.0000000000, propagate_forward_time: 17.2018356323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6751136780
validation[          , genome  7053] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       729.94006, best error:       660.11902 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 232.4545135498s, input_fired_time: 2.4134111404, output_fired_time: 1.5512366295, propagate_forward_time: 85.9602508545, propagate_backward_time: 133.7873840332, weight_update_time: 0.1908605993, other_time: 8.7422332764
epoch time: 19.1729679108s, input_fired_time: 0.2644731998, output_fired_time: 0.0000000000, propagate_forward_time: 17.2328243256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6756706238
validation[          , genome  7053] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       654.18213, best error:       654.18213 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 233.0654602051s, input_fired_time: 2.4182364941, output_fired_time: 1.5153102875, propagate_forward_time: 86.0278549194, propagate_backward_time: 134.3727416992, weight_update_time: 0.1826580167, other_time: 8.7313232422
epoch time: 19.0780467987s, input_fired_time: 0.2651112676, output_fired_time: 0.0000000000, propagate_forward_time: 17.1490306854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6639041901
validation[          , genome  7053] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       702.24304, best error:       654.18213 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 233.5536651611s, input_fired_time: 2.3933236599, output_fired_time: 1.5191907883, propagate_forward_time: 86.1491317749, propagate_backward_time: 134.7473297119, weight_update_time: 0.1829662323, other_time: 8.7446746826
epoch time: 19.1173686981s, input_fired_time: 0.2657357156, output_fired_time: 0.0000000000, propagate_forward_time: 17.1894760132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6621570587
validation[          , genome  7053] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       766.62836, best error:       654.18213 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 231.9299163818s, input_fired_time: 2.4051926136, output_fired_time: 1.5210940838, propagate_forward_time: 85.8000717163, propagate_backward_time: 133.5209045410, weight_update_time: 0.1854135990, other_time: 8.6826477051
epoch time: 19.3242969513s, input_fired_time: 0.2650326788, output_fired_time: 0.0000000000, propagate_forward_time: 17.3214550018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7378101349
validation[          , genome  7053] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       635.05780, best error:       635.05780 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 232.3130493164s, input_fired_time: 2.4066514969, output_fired_time: 1.5432492495, propagate_forward_time: 86.1758270264, propagate_backward_time: 133.5407104492, weight_update_time: 0.1823300421, other_time: 8.6466217041
epoch time: 19.1813163757s, input_fired_time: 0.2827551067, output_fired_time: 0.0000000000, propagate_forward_time: 17.2256011963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6729602814
validation[          , genome  7053] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       650.55402, best error:       635.05780 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 232.9709014893s, input_fired_time: 2.4102823734, output_fired_time: 1.5279222727, propagate_forward_time: 86.2500915527, propagate_backward_time: 134.0139007568, weight_update_time: 0.1829516441, other_time: 8.7687072754
epoch time: 19.0875606537s, input_fired_time: 0.2623005509, output_fired_time: 0.0000000000, propagate_forward_time: 17.1159362793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7093238831
validation[          , genome  7053] predictions:    9738/  10000 (97.38%), best:    9803/10000 (98.03%), error:       815.42218, best error:       635.05780 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 232.4751129150s, input_fired_time: 2.4040529728, output_fired_time: 1.5194011927, propagate_forward_time: 86.3004379272, propagate_backward_time: 133.5840759277, weight_update_time: 0.1828883737, other_time: 8.6671447754
epoch time: 19.2211093903s, input_fired_time: 0.2665474415, output_fired_time: 0.0000000000, propagate_forward_time: 17.2946033478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6599578857
validation[          , genome  7053] predictions:    9787/  10000 (97.87%), best:    9803/10000 (98.03%), error:       677.49200, best error:       635.05780 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 233.0995330811s, input_fired_time: 2.4213588238, output_fired_time: 1.5396101475, propagate_forward_time: 86.2870101929, propagate_backward_time: 134.1339111328, weight_update_time: 0.1829842329, other_time: 8.7176513672
epoch time: 19.2347354889s, input_fired_time: 0.2672748268, output_fired_time: 0.0000000000, propagate_forward_time: 17.2698097229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6976509094
validation[          , genome  7053] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       697.38324, best error:       635.05780 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 233.3036346436s, input_fired_time: 2.4258294106, output_fired_time: 1.5295429230, propagate_forward_time: 86.5570831299, propagate_backward_time: 134.1042785645, weight_update_time: 0.1822798550, other_time: 8.6869049072
epoch time: 19.1488018036s, input_fired_time: 0.2737684846, output_fired_time: 0.0000000000, propagate_forward_time: 17.2049694061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6700630188
validation[          , genome  7053] predictions:    9783/  10000 (97.83%), best:    9803/10000 (98.03%), error:       679.18188, best error:       635.05780 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 232.3184204102s, input_fired_time: 2.4007346630, output_fired_time: 1.5139168501, propagate_forward_time: 86.1247329712, propagate_backward_time: 133.6274414062, weight_update_time: 0.1827745885, other_time: 8.6515808105
epoch time: 19.0867404938s, input_fired_time: 0.2785184979, output_fired_time: 0.0000000000, propagate_forward_time: 17.1594467163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6487751007
validation[          , genome  7053] predictions:    9768/  10000 (97.68%), best:    9803/10000 (98.03%), error:       756.66602, best error:       635.05780 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 232.6579742432s, input_fired_time: 2.4090745449, output_fired_time: 1.5450000763, propagate_forward_time: 86.1976165771, propagate_backward_time: 133.7535705566, weight_update_time: 0.1825554967, other_time: 8.7527160645
epoch time: 19.2583980560s, input_fired_time: 0.2738663852, output_fired_time: 0.0000000000, propagate_forward_time: 17.3093013763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6752300262
validation[          , genome  7053] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       674.54126, best error:       635.05780 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 232.6792602539s, input_fired_time: 2.4111599922, output_fired_time: 1.5110048056, propagate_forward_time: 86.3768005371, propagate_backward_time: 133.6769104004, weight_update_time: 0.2104207277, other_time: 8.7033843994
epoch time: 19.2463588715s, input_fired_time: 0.2657015026, output_fired_time: 0.0000000000, propagate_forward_time: 17.3230781555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6575794220
validation[          , genome  7053] predictions:    9798/  10000 (97.98%), best:    9803/10000 (98.03%), error:       667.10522, best error:       635.05780 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 232.9003906250s, input_fired_time: 2.4097750187, output_fired_time: 1.5282773972, propagate_forward_time: 86.5200729370, propagate_backward_time: 133.6775817871, weight_update_time: 0.1828991920, other_time: 8.7646789551
epoch time: 19.3159828186s, input_fired_time: 0.2693078816, output_fired_time: 0.0000000000, propagate_forward_time: 17.3781967163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6684780121
validation[          , genome  7053] predictions:    9801/  10000 (98.01%), best:    9803/10000 (98.03%), error:       658.12189, best error:       635.05780 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 232.5364532471s, input_fired_time: 2.4567158222, output_fired_time: 1.5162950754, propagate_forward_time: 85.7148361206, propagate_backward_time: 134.0752868652, weight_update_time: 0.1827730387, other_time: 8.7733154297
epoch time: 19.2221584320s, input_fired_time: 0.2664315999, output_fired_time: 0.0000000000, propagate_forward_time: 17.2785797119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6771469116
validation[          , genome  7053] predictions:    9762/  10000 (97.62%), best:    9803/10000 (98.03%), error:       701.44940, best error:       635.05780 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 233.0837097168s, input_fired_time: 2.4324710369, output_fired_time: 1.5151160955, propagate_forward_time: 86.4071426392, propagate_backward_time: 134.0768127441, weight_update_time: 0.1827591807, other_time: 8.6521606445
epoch time: 19.3115501404s, input_fired_time: 0.2727609277, output_fired_time: 0.0000000000, propagate_forward_time: 17.3337078094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7050819397
validation[          , genome  7053] predictions:    9802/  10000 (98.02%), best:    9803/10000 (98.03%), error:       643.62958, best error:       635.05780 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 232.3507690430s, input_fired_time: 2.4143178463, output_fired_time: 1.6054358482, propagate_forward_time: 85.7862472534, propagate_backward_time: 133.8627471924, weight_update_time: 0.1820771545, other_time: 8.6820220947
epoch time: 19.2803173065s, input_fired_time: 0.2691470683, output_fired_time: 0.0000000000, propagate_forward_time: 17.3354835510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6756858826
validation[          , genome  7053] predictions:    9771/  10000 (97.71%), best:    9803/10000 (98.03%), error:       756.69104, best error:       635.05780 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 231.9033813477s, input_fired_time: 2.4331338406, output_fired_time: 1.5188046694, propagate_forward_time: 85.7939605713, propagate_backward_time: 133.5184783936, weight_update_time: 0.1824607402, other_time: 8.6390075684
epoch time: 19.5523891449s, input_fired_time: 0.2751892209, output_fired_time: 0.0000000000, propagate_forward_time: 17.6006488800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6765518188
validation[          , genome  7053] predictions:    9783/  10000 (97.83%), best:    9803/10000 (98.03%), error:       714.14563, best error:       635.05780 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 232.3736419678s, input_fired_time: 2.4148604870, output_fired_time: 1.5330063105, propagate_forward_time: 85.9306259155, propagate_backward_time: 133.8124542236, weight_update_time: 0.1826432198, other_time: 8.6826934814
epoch time: 19.2118854523s, input_fired_time: 0.2764990926, output_fired_time: 0.0000000000, propagate_forward_time: 17.2579612732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6774253845
validation[          , genome  7053] predictions:    9810/  10000 (98.10%), best:    9803/10000 (98.03%), error:       683.64014, best error:       635.05780 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 233.3243255615s, input_fired_time: 2.4283027649, output_fired_time: 1.5289844275, propagate_forward_time: 86.5360870361, propagate_backward_time: 134.0822906494, weight_update_time: 0.1869383901, other_time: 8.7486572266
epoch time: 19.1947956085s, input_fired_time: 0.2690908015, output_fired_time: 0.0000000000, propagate_forward_time: 17.2788829803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6468219757
validation[          , genome  7053] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       632.24561, best error:       632.24561 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 233.4223175049s, input_fired_time: 2.4529900551, output_fired_time: 1.5341877937, propagate_forward_time: 86.4506454468, propagate_backward_time: 134.2310028076, weight_update_time: 0.1827682555, other_time: 8.7534942627
epoch time: 19.4714012146s, input_fired_time: 0.2733819187, output_fired_time: 0.0000000000, propagate_forward_time: 17.5115089417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6865100861
validation[          , genome  7053] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       708.95990, best error:       632.24561 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 233.1589813232s, input_fired_time: 2.4118494987, output_fired_time: 1.5113668442, propagate_forward_time: 86.5022659302, propagate_backward_time: 133.9916992188, weight_update_time: 0.1841992289, other_time: 8.7417907715
epoch time: 19.2686100006s, input_fired_time: 0.2988561094, output_fired_time: 0.0000000000, propagate_forward_time: 17.2618713379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7078819275
validation[          , genome  7053] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       690.01678, best error:       632.24561 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 232.3395080566s, input_fired_time: 2.4590513706, output_fired_time: 1.5587255955, propagate_forward_time: 86.2488937378, propagate_backward_time: 133.3821868896, weight_update_time: 0.1829646975, other_time: 8.6906585693
epoch time: 19.1277637482s, input_fired_time: 0.2668827772, output_fired_time: 0.0000000000, propagate_forward_time: 17.2163791656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6445026398
validation[          , genome  7053] predictions:    9748/  10000 (97.48%), best:    9799/10000 (97.99%), error:       776.53278, best error:       632.24561 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 233.6658935547s, input_fired_time: 2.4784767628, output_fired_time: 1.5423854589, propagate_forward_time: 86.8386459351, propagate_backward_time: 134.0522613525, weight_update_time: 0.1831224263, other_time: 8.7541351318
epoch time: 19.2732677460s, input_fired_time: 0.2851423025, output_fired_time: 0.0000000000, propagate_forward_time: 17.3174514771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6706733704
validation[          , genome  7053] predictions:    9770/  10000 (97.70%), best:    9799/10000 (97.99%), error:       712.63263, best error:       632.24561 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 233.1301116943s, input_fired_time: 2.4351427555, output_fired_time: 1.5133386850, propagate_forward_time: 86.1400985718, propagate_backward_time: 134.1118011475, weight_update_time: 0.2044952363, other_time: 8.9297332764
epoch time: 19.0694694519s, input_fired_time: 0.2721199393, output_fired_time: 0.0000000000, propagate_forward_time: 17.1390609741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6582889557
validation[          , genome  7053] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       638.82086, best error:       632.24561 on epoch:    95, 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: 96.4112396240s, input_fired_time: 1.3623898029, output_fired_time: 0.0000000000, propagate_forward_time: 86.5829772949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.4658737183
best training[          , genome  7053] predictions:   49827/  50000 (99.65%), best:    9799/10000 (97.99%), error:       957.26147, best error:       632.24561 on epoch:    95, 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: 20.0535297394s, input_fired_time: 0.2698993683, output_fired_time: 0.0000000000, propagate_forward_time: 17.6195621490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1640682220
   testing[          , genome  7053] predictions:    9811/  10000 (98.11%), best:    9799/10000 (97.99%), error:       594.17346, best error:       632.24561 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:26:48 (22172): called boinc_finish(0)

</stderr_txt>
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