Nameexact_genome_1509704703_27_11568_2
Workunit2343146
Created1 Dec 2017, 5:11:29 UTC
Sent1 Dec 2017, 5:55:52 UTC
Report deadline26 Dec 2017, 1:56:03 UTC
Received4 Dec 2017, 19:16:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time13 hours 56 min 12 sec
CPU time13 hours 51 min 33 sec
Validate stateValid
Credit6,208.37
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size168.67 MB
Peak swap size167.29 MB
Peak disk usage4.94 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 452.7296447754s, input_fired_time: 6.6534457207, output_fired_time: 6.9230098724, propagate_forward_time: 168.4261932373, propagate_backward_time: 262.9364013672, weight_update_time: 0.5982761383, other_time: 7.7905883789
epoch time: 36.6516876221s, input_fired_time: 0.8301281333, output_fired_time: 0.0000000000, propagate_forward_time: 34.4290618896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3924980164
validation[          , genome 11568] predictions:    9808/  10000 (98.08%), best:    9805/10000 (98.05%), error:       630.82758, best error:       616.11163 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 456.2176208496s, input_fired_time: 6.6939015388, output_fired_time: 6.9691066742, propagate_forward_time: 169.7724761963, propagate_backward_time: 265.0412292480, weight_update_time: 0.5974183679, other_time: 7.7408752441
epoch time: 37.2739906311s, input_fired_time: 0.8336979747, output_fired_time: 0.0000000000, propagate_forward_time: 35.0197792053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4205131531
validation[          , genome 11568] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       633.74304, best error:       616.11163 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 454.9464721680s, input_fired_time: 6.6769642830, output_fired_time: 6.9773349762, propagate_forward_time: 168.7804107666, propagate_backward_time: 264.7770996094, weight_update_time: 0.5961353779, other_time: 7.7346801758
epoch time: 36.5359420776s, input_fired_time: 0.8342899084, output_fired_time: 0.0000000000, propagate_forward_time: 34.2889213562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4127311707
validation[          , genome 11568] predictions:    9721/  10000 (97.21%), best:    9805/10000 (98.05%), error:       913.91803, best error:       616.11163 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 452.9566345215s, input_fired_time: 6.6656575203, output_fired_time: 6.9551491737, propagate_forward_time: 168.2203216553, propagate_backward_time: 263.3171997070, weight_update_time: 0.5939571261, other_time: 7.7983398438
epoch time: 37.0568962097s, input_fired_time: 0.8312157393, output_fired_time: 0.0000000000, propagate_forward_time: 34.8375511169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3881301880
validation[          , genome 11568] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       588.38562, best error:       588.38562 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 454.3035583496s, input_fired_time: 6.7126603127, output_fired_time: 6.9776091576, propagate_forward_time: 169.0832366943, propagate_backward_time: 263.7684631348, weight_update_time: 0.5900754929, other_time: 7.7616271973
epoch time: 36.7792053223s, input_fired_time: 0.8299775124, output_fired_time: 0.0000000000, propagate_forward_time: 34.5437583923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4054679871
validation[          , genome 11568] predictions:    9756/  10000 (97.56%), best:    9822/10000 (98.22%), error:       841.92041, best error:       588.38562 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 454.4461364746s, input_fired_time: 6.6934514046, output_fired_time: 6.9626221657, propagate_forward_time: 168.9640045166, propagate_backward_time: 264.1334838867, weight_update_time: 0.5909227729, other_time: 7.6925659180
epoch time: 37.2180557251s, input_fired_time: 0.8359064460, output_fired_time: 0.0000000000, propagate_forward_time: 35.0152702332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3668785095
validation[          , genome 11568] predictions:    9812/  10000 (98.12%), best:    9822/10000 (98.22%), error:       619.59784, best error:       588.38562 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 454.5172119141s, input_fired_time: 6.7073645592, output_fired_time: 6.9664998055, propagate_forward_time: 168.9557800293, propagate_backward_time: 264.1803588867, weight_update_time: 0.5882576108, other_time: 7.7072143555
epoch time: 37.0416717529s, input_fired_time: 0.8228650689, output_fired_time: 0.0000000000, propagate_forward_time: 34.8670387268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3517684937
validation[          , genome 11568] predictions:    9774/  10000 (97.74%), best:    9822/10000 (98.22%), error:       704.37946, best error:       588.38562 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 455.0239868164s, input_fired_time: 6.7011194229, output_fired_time: 6.9871211052, propagate_forward_time: 169.3913726807, propagate_backward_time: 264.2026367188, weight_update_time: 0.5849524736, other_time: 7.7417602539
epoch time: 36.9554557800s, input_fired_time: 0.8323878646, output_fired_time: 0.0000000000, propagate_forward_time: 34.7370643616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3860054016
validation[          , genome 11568] predictions:    9806/  10000 (98.06%), best:    9822/10000 (98.22%), error:       702.82251, best error:       588.38562 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 454.2044982910s, input_fired_time: 6.7225818634, output_fired_time: 6.9293460846, propagate_forward_time: 169.1131896973, propagate_backward_time: 263.7250976563, weight_update_time: 0.5871876478, other_time: 7.7142639160
epoch time: 37.3788146973s, input_fired_time: 0.8409610987, output_fired_time: 0.0000000000, propagate_forward_time: 35.1519241333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3859291077
validation[          , genome 11568] predictions:    9760/  10000 (97.60%), best:    9822/10000 (98.22%), error:       779.94159, best error:       588.38562 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 454.2247009277s, input_fired_time: 6.7167911530, output_fired_time: 6.9791660309, propagate_forward_time: 169.0408630371, propagate_backward_time: 263.7815246582, weight_update_time: 0.5852838755, other_time: 7.7063598633
epoch time: 36.8254699707s, input_fired_time: 0.8249800205, output_fired_time: 0.0000000000, propagate_forward_time: 34.6205940247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3798942566
validation[          , genome 11568] predictions:    9796/  10000 (97.96%), best:    9822/10000 (98.22%), error:       643.60834, best error:       588.38562 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 453.4136657715s, input_fired_time: 6.7122917175, output_fired_time: 6.9600477219, propagate_forward_time: 168.8596801758, propagate_backward_time: 263.1571655273, weight_update_time: 0.5852476358, other_time: 7.7244873047
epoch time: 36.7919349670s, input_fired_time: 0.8273282051, output_fired_time: 0.0000000000, propagate_forward_time: 34.6107330322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3538742065
validation[          , genome 11568] predictions:    9770/  10000 (97.70%), best:    9822/10000 (98.22%), error:       775.25232, best error:       588.38562 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 454.8159484863s, input_fired_time: 6.7157130241, output_fired_time: 6.9540381432, propagate_forward_time: 169.2243652344, propagate_backward_time: 264.2166137695, weight_update_time: 0.5882340074, other_time: 7.7052307129
epoch time: 36.5807914734s, input_fired_time: 0.8290493488, output_fired_time: 0.0000000000, propagate_forward_time: 34.3492202759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4025230408
validation[          , genome 11568] predictions:    9802/  10000 (98.02%), best:    9822/10000 (98.22%), error:       663.17395, best error:       588.38562 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 453.9718322754s, input_fired_time: 6.7019381523, output_fired_time: 6.9591307640, propagate_forward_time: 168.9950714111, propagate_backward_time: 263.6097412109, weight_update_time: 0.5866491199, other_time: 7.7059326172
epoch time: 36.7345466614s, input_fired_time: 0.8337971568, output_fired_time: 0.0000000000, propagate_forward_time: 34.5317230225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3690261841
validation[          , genome 11568] predictions:    9810/  10000 (98.10%), best:    9822/10000 (98.22%), error:       655.07587, best error:       588.38562 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 453.3666992188s, input_fired_time: 6.7394766808, output_fired_time: 6.9355459213, propagate_forward_time: 168.9425048828, propagate_backward_time: 263.0041198730, weight_update_time: 0.5843176842, other_time: 7.7450561523
epoch time: 37.3653869629s, input_fired_time: 0.8385444283, output_fired_time: 0.0000000000, propagate_forward_time: 35.1667251587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3601188660
validation[          , genome 11568] predictions:    9795/  10000 (97.95%), best:    9822/10000 (98.22%), error:       649.96039, best error:       588.38562 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 453.3272094727s, input_fired_time: 6.7076959610, output_fired_time: 6.9464416504, propagate_forward_time: 168.4464263916, propagate_backward_time: 263.4790344238, weight_update_time: 0.5825436711, other_time: 7.7475891113
epoch time: 37.0024757385s, input_fired_time: 0.8316392303, output_fired_time: 0.0000000000, propagate_forward_time: 34.7933311462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3775062561
validation[          , genome 11568] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       570.15051, best error:       570.15051 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 454.8809509277s, input_fired_time: 6.7315917015, output_fired_time: 6.9668774605, propagate_forward_time: 169.6790161133, propagate_backward_time: 263.8433227539, weight_update_time: 0.5816936493, other_time: 7.6601257324
epoch time: 37.0756530762s, input_fired_time: 0.8372445703, output_fired_time: 0.0000000000, propagate_forward_time: 34.8537139893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3846931458
validation[          , genome 11568] predictions:    9825/  10000 (98.25%), best:    9825/10000 (98.25%), error:       567.05627, best error:       567.05627 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 454.8417663574s, input_fired_time: 6.7287678719, output_fired_time: 6.9652142525, propagate_forward_time: 169.3399963379, propagate_backward_time: 264.0953979492, weight_update_time: 0.5841701031, other_time: 7.7124023438
epoch time: 37.0029373169s, input_fired_time: 0.8321884871, output_fired_time: 0.0000000000, propagate_forward_time: 34.7754669189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3952827454
validation[          , genome 11568] predictions:    9817/  10000 (98.17%), best:    9825/10000 (98.25%), error:       620.21973, best error:       567.05627 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 454.6355590820s, input_fired_time: 6.7329759598, output_fired_time: 6.9844017029, propagate_forward_time: 169.5372314453, propagate_backward_time: 263.6938781738, weight_update_time: 0.5821925402, other_time: 7.6870727539
epoch time: 37.3347015381s, input_fired_time: 0.8408177495, output_fired_time: 0.0000000000, propagate_forward_time: 35.1198005676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3740844727
validation[          , genome 11568] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       520.93976, best error:       520.93976 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 454.1845703125s, input_fired_time: 6.7584300041, output_fired_time: 6.9451494217, propagate_forward_time: 169.1136474609, propagate_backward_time: 263.6752929688, weight_update_time: 0.5785017610, other_time: 7.6920471191
epoch time: 37.0467414856s, input_fired_time: 0.8332853317, output_fired_time: 0.0000000000, propagate_forward_time: 34.8519134521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3615417480
validation[          , genome 11568] predictions:    9816/  10000 (98.16%), best:    9845/10000 (98.45%), error:       569.17578, best error:       520.93976 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 454.2038574219s, input_fired_time: 6.7538285255, output_fired_time: 6.9719085693, propagate_forward_time: 168.9307403564, propagate_backward_time: 263.8500976563, weight_update_time: 0.5876699090, other_time: 7.6973266602
epoch time: 37.0828857422s, input_fired_time: 0.8328434825, output_fired_time: 0.0000000000, propagate_forward_time: 34.8903732300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3596687317
validation[          , genome 11568] predictions:    9837/  10000 (98.37%), best:    9845/10000 (98.45%), error:       541.15436, best error:       520.93976 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 453.8236694336s, input_fired_time: 6.7484560013, output_fired_time: 6.9880485535, propagate_forward_time: 168.9032592773, propagate_backward_time: 263.4912719727, weight_update_time: 0.5810388923, other_time: 7.6926574707
epoch time: 36.8367805481s, input_fired_time: 0.8309574127, output_fired_time: 0.0000000000, propagate_forward_time: 34.6391830444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3666381836
validation[          , genome 11568] predictions:    9789/  10000 (97.89%), best:    9845/10000 (98.45%), error:       718.26263, best error:       520.93976 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 452.4505310059s, input_fired_time: 6.7410554886, output_fired_time: 6.9619650841, propagate_forward_time: 168.6026916504, propagate_backward_time: 262.4697875977, weight_update_time: 0.5812209845, other_time: 7.6750183105
epoch time: 37.1013870239s, input_fired_time: 0.8465128541, output_fired_time: 0.0000000000, propagate_forward_time: 34.8469581604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4079170227
validation[          , genome 11568] predictions:    9817/  10000 (98.17%), best:    9845/10000 (98.45%), error:       610.70813, best error:       520.93976 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 453.5921020508s, input_fired_time: 6.7555022240, output_fired_time: 6.9473958015, propagate_forward_time: 169.1591491699, propagate_backward_time: 263.0307617188, weight_update_time: 0.5863385201, other_time: 7.6993103027
epoch time: 36.7394447327s, input_fired_time: 0.8370800614, output_fired_time: 0.0000000000, propagate_forward_time: 34.5085563660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3938064575
validation[          , genome 11568] predictions:    9833/  10000 (98.33%), best:    9845/10000 (98.45%), error:       528.64850, best error:       520.93976 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 454.5615844727s, input_fired_time: 6.7415347099, output_fired_time: 6.9805254936, propagate_forward_time: 169.3350067139, propagate_backward_time: 263.7825622559, weight_update_time: 0.5863211155, other_time: 7.7219543457
epoch time: 37.1391143799s, input_fired_time: 0.8321791887, output_fired_time: 0.0000000000, propagate_forward_time: 34.9100151062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3969192505
validation[          , genome 11568] predictions:    9831/  10000 (98.31%), best:    9845/10000 (98.45%), error:       527.38519, best error:       520.93976 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 454.1107482910s, input_fired_time: 6.7496752739, output_fired_time: 6.9990463257, propagate_forward_time: 169.0516815186, propagate_backward_time: 263.5466308594, weight_update_time: 0.5862032771, other_time: 7.7637329102
epoch time: 36.7417907715s, input_fired_time: 0.8403580189, output_fired_time: 0.0000000000, propagate_forward_time: 34.5163841248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3850479126
validation[          , genome 11568] predictions:    9848/  10000 (98.48%), best:    9845/10000 (98.45%), error:       551.35120, best error:       520.93976 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 454.1453247070s, input_fired_time: 6.7450180054, output_fired_time: 6.9583663940, propagate_forward_time: 169.1824340820, propagate_backward_time: 263.6079711914, weight_update_time: 0.5828675628, other_time: 7.6515197754
epoch time: 37.1285820007s, input_fired_time: 0.8402851820, output_fired_time: 0.0000000000, propagate_forward_time: 34.9079132080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3803825378
validation[          , genome 11568] predictions:    9844/  10000 (98.44%), best:    9845/10000 (98.45%), error:       544.94598, best error:       520.93976 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 453.9003295898s, input_fired_time: 6.7339563370, output_fired_time: 6.9649167061, propagate_forward_time: 168.9544677734, propagate_backward_time: 263.5403137207, weight_update_time: 0.5800061226, other_time: 7.7066955566
epoch time: 37.4379272461s, input_fired_time: 0.8466824889, output_fired_time: 0.0000000000, propagate_forward_time: 35.2153358459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3759078979
validation[          , genome 11568] predictions:    9849/  10000 (98.49%), best:    9845/10000 (98.45%), error:       549.44098, best error:       520.93976 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 455.4034118652s, input_fired_time: 6.7675762177, output_fired_time: 6.9817667007, propagate_forward_time: 169.9421386719, propagate_backward_time: 263.9848327637, weight_update_time: 0.5816631317, other_time: 7.7270812988
epoch time: 36.9565238953s, input_fired_time: 0.8466265202, output_fired_time: 0.0000000000, propagate_forward_time: 34.7158012390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3940963745
validation[          , genome 11568] predictions:    9811/  10000 (98.11%), best:    9845/10000 (98.45%), error:       637.89124, best error:       520.93976 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 454.2738037109s, input_fired_time: 6.7673649788, output_fired_time: 6.9434490204, propagate_forward_time: 169.2073669434, propagate_backward_time: 263.6673278809, weight_update_time: 0.5832909942, other_time: 7.6882934570
epoch time: 36.4218444824s, input_fired_time: 0.8374196887, output_fired_time: 0.0000000000, propagate_forward_time: 34.1967048645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3877182007
validation[          , genome 11568] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       519.94006, best error:       519.94006 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 452.9105834961s, input_fired_time: 6.7578625679, output_fired_time: 6.9909739494, propagate_forward_time: 168.9312744141, propagate_backward_time: 262.5508728027, weight_update_time: 0.5806359649, other_time: 7.6795959473
epoch time: 37.0822410583s, input_fired_time: 0.8462649584, output_fired_time: 0.0000000000, propagate_forward_time: 34.8636665344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3723106384
validation[          , genome 11568] predictions:    9824/  10000 (98.24%), best:    9846/10000 (98.46%), error:       600.10205, best error:       519.94006 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 452.8594360352s, input_fired_time: 6.7286415100, output_fired_time: 6.9400143623, propagate_forward_time: 168.6038970947, propagate_backward_time: 262.9180603027, weight_update_time: 0.5808413625, other_time: 7.6688537598
epoch time: 36.8754043579s, input_fired_time: 0.8399439454, output_fired_time: 0.0000000000, propagate_forward_time: 34.6440544128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3914070129
validation[          , genome 11568] predictions:    9845/  10000 (98.45%), best:    9846/10000 (98.46%), error:       531.44836, best error:       519.94006 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 454.0732727051s, input_fired_time: 6.7591547966, output_fired_time: 6.9857029915, propagate_forward_time: 168.8030700684, propagate_backward_time: 263.8190612793, weight_update_time: 0.5804815888, other_time: 7.7062683105
epoch time: 36.9111557007s, input_fired_time: 0.8385856152, output_fired_time: 0.0000000000, propagate_forward_time: 34.6958312988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3767395020
validation[          , genome 11568] predictions:    9826/  10000 (98.26%), best:    9846/10000 (98.46%), error:       566.53357, best error:       519.94006 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 454.7052612305s, input_fired_time: 6.7774634361, output_fired_time: 6.9615726471, propagate_forward_time: 169.5820159912, propagate_backward_time: 263.7132568359, weight_update_time: 0.5828409791, other_time: 7.6709594727
epoch time: 36.9931068420s, input_fired_time: 0.8429118395, output_fired_time: 0.0000000000, propagate_forward_time: 34.7611198425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3890762329
validation[          , genome 11568] predictions:    9829/  10000 (98.29%), best:    9846/10000 (98.46%), error:       565.28180, best error:       519.94006 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 453.2946166992s, input_fired_time: 6.7715091705, output_fired_time: 6.9467144012, propagate_forward_time: 169.0996856689, propagate_backward_time: 262.7867431641, weight_update_time: 0.5844991207, other_time: 7.6899414063
epoch time: 36.8151817322s, input_fired_time: 0.8390371203, output_fired_time: 0.0000000000, propagate_forward_time: 34.5968742371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3792686462
validation[          , genome 11568] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       512.29071, best error:       512.29071 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 453.4006652832s, input_fired_time: 6.7409439087, output_fired_time: 6.9408521652, propagate_forward_time: 168.6509246826, propagate_backward_time: 263.4302062988, weight_update_time: 0.5828567147, other_time: 7.6377258301
epoch time: 36.9453887939s, input_fired_time: 0.8341782093, output_fired_time: 0.0000000000, propagate_forward_time: 34.7346611023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3765487671
validation[          , genome 11568] predictions:    9832/  10000 (98.32%), best:    9847/10000 (98.47%), error:       607.31335, best error:       512.29071 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 452.5005493164s, input_fired_time: 6.7549123764, output_fired_time: 6.9432811737, propagate_forward_time: 168.5787200928, propagate_backward_time: 262.5662231445, weight_update_time: 0.5742792487, other_time: 7.6574096680
epoch time: 36.9438018799s, input_fired_time: 0.8469831347, output_fired_time: 0.0000000000, propagate_forward_time: 34.7201461792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3766708374
validation[          , genome 11568] predictions:    9843/  10000 (98.43%), best:    9847/10000 (98.47%), error:       556.34357, best error:       512.29071 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 453.6022949219s, input_fired_time: 6.7655925751, output_fired_time: 6.9600911140, propagate_forward_time: 169.2249908447, propagate_backward_time: 262.9937133789, weight_update_time: 0.5816478133, other_time: 7.6578979492
epoch time: 36.3362197876s, input_fired_time: 0.8287942410, output_fired_time: 0.0000000000, propagate_forward_time: 34.1405372620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3668899536
validation[          , genome 11568] predictions:    9825/  10000 (98.25%), best:    9847/10000 (98.47%), error:       548.62280, best error:       512.29071 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 452.8172302246s, input_fired_time: 6.7471995354, output_fired_time: 6.9199175835, propagate_forward_time: 168.8585968018, propagate_backward_time: 262.6112060547, weight_update_time: 0.5819534659, other_time: 7.6802978516
epoch time: 36.8839607239s, input_fired_time: 0.8397234678, output_fired_time: 0.0000000000, propagate_forward_time: 34.6621589661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3820800781
validation[          , genome 11568] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       492.94147, best error:       492.94147 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 454.5302124023s, input_fired_time: 6.7566208839, output_fired_time: 6.9734730721, propagate_forward_time: 169.3497314453, propagate_backward_time: 263.7344970703, weight_update_time: 0.5845705867, other_time: 7.7158813477
epoch time: 37.3911972046s, input_fired_time: 0.8477596045, output_fired_time: 0.0000000000, propagate_forward_time: 35.1528091431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3906288147
validation[          , genome 11568] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       492.71884, best error:       492.71884 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 454.7764892578s, input_fired_time: 6.7683534622, output_fired_time: 6.9400191307, propagate_forward_time: 169.5853271484, propagate_backward_time: 263.8003540039, weight_update_time: 0.5791780353, other_time: 7.6824340820
epoch time: 36.9878311157s, input_fired_time: 0.8399252295, output_fired_time: 0.0000000000, propagate_forward_time: 34.7742538452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3736534119
validation[          , genome 11568] predictions:    9794/  10000 (97.94%), best:    9860/10000 (98.60%), error:       693.69757, best error:       492.71884 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 455.6389160156s, input_fired_time: 6.7855215073, output_fired_time: 6.9901123047, propagate_forward_time: 169.6255340576, propagate_backward_time: 264.5953674316, weight_update_time: 0.5800994635, other_time: 7.6423645020
epoch time: 37.2819290161s, input_fired_time: 0.8453544378, output_fired_time: 0.0000000000, propagate_forward_time: 35.0553321838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3812408447
validation[          , genome 11568] predictions:    9831/  10000 (98.31%), best:    9860/10000 (98.60%), error:       557.54462, best error:       492.71884 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 455.8507690430s, input_fired_time: 6.7769126892, output_fired_time: 6.9851913452, propagate_forward_time: 169.8632659912, propagate_backward_time: 264.5221557617, weight_update_time: 0.5859088302, other_time: 7.7032470703
epoch time: 37.3714599609s, input_fired_time: 0.8452615738, output_fired_time: 0.0000000000, propagate_forward_time: 35.1505126953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3756866455
validation[          , genome 11568] predictions:    9830/  10000 (98.30%), best:    9860/10000 (98.60%), error:       608.92578, best error:       492.71884 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 455.0000610352s, input_fired_time: 6.7819972038, output_fired_time: 7.0028419495, propagate_forward_time: 169.5312805176, propagate_backward_time: 263.9581604004, weight_update_time: 0.5868028402, other_time: 7.7257995605
epoch time: 37.1213645935s, input_fired_time: 0.8464211226, output_fired_time: 0.0000000000, propagate_forward_time: 34.8980178833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3769264221
validation[          , genome 11568] predictions:    9818/  10000 (98.18%), best:    9860/10000 (98.60%), error:       621.15875, best error:       492.71884 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 455.1965026855s, input_fired_time: 6.7855415344, output_fired_time: 6.9879961014, propagate_forward_time: 169.7373809814, propagate_backward_time: 263.9917297363, weight_update_time: 0.5830489397, other_time: 7.6938171387
epoch time: 36.8482933044s, input_fired_time: 0.8435128331, output_fired_time: 0.0000000000, propagate_forward_time: 34.6117591858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3930206299
validation[          , genome 11568] predictions:    9840/  10000 (98.40%), best:    9860/10000 (98.60%), error:       581.90088, best error:       492.71884 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 456.2731628418s, input_fired_time: 6.7870173454, output_fired_time: 6.9775424004, propagate_forward_time: 169.7816009521, propagate_backward_time: 265.0504150391, weight_update_time: 0.5813422203, other_time: 7.6765747070
epoch time: 36.8798370361s, input_fired_time: 0.8412677050, output_fired_time: 0.0000000000, propagate_forward_time: 34.6631965637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3753738403
validation[          , genome 11568] predictions:    9814/  10000 (98.14%), best:    9860/10000 (98.60%), error:       640.31793, best error:       492.71884 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 456.6115417480s, input_fired_time: 6.7934083939, output_fired_time: 7.0137228966, propagate_forward_time: 170.7772521973, propagate_backward_time: 264.4142150879, weight_update_time: 0.5804044604, other_time: 7.6129455566
epoch time: 37.2074661255s, input_fired_time: 0.8408653736, output_fired_time: 0.0000000000, propagate_forward_time: 34.9970207214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3695793152
validation[          , genome 11568] predictions:    9844/  10000 (98.44%), best:    9860/10000 (98.60%), error:       547.45990, best error:       492.71884 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 454.1474914551s, input_fired_time: 6.7701549530, output_fired_time: 6.9565887451, propagate_forward_time: 169.2711029053, propagate_backward_time: 263.4882812500, weight_update_time: 0.5787931681, other_time: 7.6613769531
epoch time: 37.3839302063s, input_fired_time: 0.8521934748, output_fired_time: 0.0000000000, propagate_forward_time: 35.1600151062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3717231750
validation[          , genome 11568] predictions:    9834/  10000 (98.34%), best:    9860/10000 (98.60%), error:       562.20984, best error:       492.71884 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 454.2958679199s, input_fired_time: 6.7799735069, output_fired_time: 7.0107378960, propagate_forward_time: 169.2153320313, propagate_backward_time: 263.6317138672, weight_update_time: 0.5835884213, other_time: 7.6581115723
epoch time: 36.9361419678s, input_fired_time: 0.8465411067, output_fired_time: 0.0000000000, propagate_forward_time: 34.7005920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3890075684
validation[          , genome 11568] predictions:    9817/  10000 (98.17%), best:    9860/10000 (98.60%), error:       636.13477, best error:       492.71884 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 455.1914672852s, input_fired_time: 6.7974433899, output_fired_time: 6.9882273674, propagate_forward_time: 169.8628387451, propagate_backward_time: 263.9242248535, weight_update_time: 0.5841972828, other_time: 7.6187438965
epoch time: 37.2550086975s, input_fired_time: 0.8409408331, output_fired_time: 0.0000000000, propagate_forward_time: 35.0645103455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3495559692
validation[          , genome 11568] predictions:    9855/  10000 (98.55%), best:    9860/10000 (98.60%), error:       553.45819, best error:       492.71884 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 456.9296264648s, input_fired_time: 6.8020787239, output_fired_time: 7.0121207237, propagate_forward_time: 169.9598541260, propagate_backward_time: 265.4856262207, weight_update_time: 0.5812759399, other_time: 7.6699523926
epoch time: 36.7643547058s, input_fired_time: 0.8395578861, output_fired_time: 0.0000000000, propagate_forward_time: 34.5513496399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3734474182
validation[          , genome 11568] predictions:    9833/  10000 (98.33%), best:    9860/10000 (98.60%), error:       568.46271, best error:       492.71884 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 456.2907104492s, input_fired_time: 6.8037872314, output_fired_time: 6.9792537689, propagate_forward_time: 170.2698516846, propagate_backward_time: 264.5814208984, weight_update_time: 0.5850716829, other_time: 7.6564331055
epoch time: 37.0897789001s, input_fired_time: 0.8472102880, output_fired_time: 0.0000000000, propagate_forward_time: 34.8573341370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3852348328
validation[          , genome 11568] predictions:    9811/  10000 (98.11%), best:    9860/10000 (98.60%), error:       673.37079, best error:       492.71884 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 455.5757141113s, input_fired_time: 6.8032169342, output_fired_time: 6.9923882484, propagate_forward_time: 169.6034698486, propagate_backward_time: 264.5668334961, weight_update_time: 0.5805863738, other_time: 7.6098022461
epoch time: 37.2736511230s, input_fired_time: 0.8471724391, output_fired_time: 0.0000000000, propagate_forward_time: 35.0743904114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3520889282
validation[          , genome 11568] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       562.30109, best error:       492.71884 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 455.4851989746s, input_fired_time: 6.8034739494, output_fired_time: 6.9810886383, propagate_forward_time: 169.9135894775, propagate_backward_time: 264.1319885254, weight_update_time: 0.5768020153, other_time: 7.6550598145
epoch time: 37.0575523376s, input_fired_time: 0.8499618769, output_fired_time: 0.0000000000, propagate_forward_time: 34.8400535583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3675384521
validation[          , genome 11568] predictions:    9840/  10000 (98.40%), best:    9860/10000 (98.60%), error:       540.55194, best error:       492.71884 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 454.2013549805s, input_fired_time: 6.7914690971, output_fired_time: 6.9752225876, propagate_forward_time: 169.6116180420, propagate_backward_time: 263.1726989746, weight_update_time: 0.5860845447, other_time: 7.6503601074
epoch time: 37.2489242554s, input_fired_time: 0.8530017138, output_fired_time: 0.0000000000, propagate_forward_time: 34.9979286194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3979949951
validation[          , genome 11568] predictions:    9852/  10000 (98.52%), best:    9860/10000 (98.60%), error:       516.97656, best error:       492.71884 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 454.8160095215s, input_fired_time: 6.7914934158, output_fired_time: 6.9684882164, propagate_forward_time: 169.7378387451, propagate_backward_time: 263.6533508301, weight_update_time: 0.5783838034, other_time: 7.6648254395
epoch time: 37.0454826355s, input_fired_time: 0.8472049832, output_fired_time: 0.0000000000, propagate_forward_time: 34.8161506653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3821258545
validation[          , genome 11568] predictions:    9821/  10000 (98.21%), best:    9860/10000 (98.60%), error:       591.93457, best error:       492.71884 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 456.0684204102s, input_fired_time: 6.8021736145, output_fired_time: 7.0185322762, propagate_forward_time: 169.5892639160, propagate_backward_time: 264.9526062012, weight_update_time: 0.5840384960, other_time: 7.7058410645
epoch time: 37.3600502014s, input_fired_time: 0.8570259213, output_fired_time: 0.0000000000, propagate_forward_time: 35.1134948730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3895301819
validation[          , genome 11568] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       525.58075, best error:       492.71884 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 455.3586120605s, input_fired_time: 6.7922205925, output_fired_time: 6.9844236374, propagate_forward_time: 169.3889617920, propagate_backward_time: 264.5231018066, weight_update_time: 0.5842801929, other_time: 7.6698913574
epoch time: 37.3329849243s, input_fired_time: 0.8529180288, output_fired_time: 0.0000000000, propagate_forward_time: 35.1028480530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3772201538
validation[          , genome 11568] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       519.62482, best error:       492.71884 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 456.3101806641s, input_fired_time: 6.8148117065, output_fired_time: 6.9940896034, propagate_forward_time: 169.8806152344, propagate_backward_time: 264.9405212402, weight_update_time: 0.5826961994, other_time: 7.6801452637
epoch time: 37.1881217957s, input_fired_time: 0.8474953771, output_fired_time: 0.0000000000, propagate_forward_time: 34.9463500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3942756653
validation[          , genome 11568] predictions:    9865/  10000 (98.65%), best:    9860/10000 (98.60%), error:       503.79401, best error:       492.71884 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 455.9852294922s, input_fired_time: 6.8338704109, output_fired_time: 6.9921174049, propagate_forward_time: 170.2963409424, propagate_backward_time: 264.1722106934, weight_update_time: 0.5823128819, other_time: 7.6907043457
epoch time: 37.4486160278s, input_fired_time: 0.8549931049, output_fired_time: 0.0000000000, propagate_forward_time: 35.2150382996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3785858154
validation[          , genome 11568] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       561.73523, best error:       492.71884 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 455.2332763672s, input_fired_time: 6.8215603828, output_fired_time: 7.0097355843, propagate_forward_time: 169.3360443115, propagate_backward_time: 264.3833923340, weight_update_time: 0.5799088478, other_time: 7.6825256348
epoch time: 37.1587409973s, input_fired_time: 0.8515729904, output_fired_time: 0.0000000000, propagate_forward_time: 34.9311256409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3760414124
validation[          , genome 11568] predictions:    9859/  10000 (98.59%), best:    9860/10000 (98.60%), error:       545.63641, best error:       492.71884 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 456.8451232910s, input_fired_time: 6.8225488663, output_fired_time: 6.9777288437, propagate_forward_time: 170.0664520264, propagate_backward_time: 265.2854003906, weight_update_time: 0.5900101066, other_time: 7.6929931641
epoch time: 37.3429908752s, input_fired_time: 0.8491147161, output_fired_time: 0.0000000000, propagate_forward_time: 35.1191406250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3747367859
validation[          , genome 11568] predictions:    9859/  10000 (98.59%), best:    9860/10000 (98.60%), error:       510.62430, best error:       492.71884 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 454.9135437012s, input_fired_time: 6.8173346519, output_fired_time: 6.9623417854, propagate_forward_time: 169.5429534912, propagate_backward_time: 263.9050903320, weight_update_time: 0.5852741003, other_time: 7.6858520508
epoch time: 36.6679344177s, input_fired_time: 0.8463175297, output_fired_time: 0.0000000000, propagate_forward_time: 34.4711456299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3504714966
validation[          , genome 11568] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       515.00256, best error:       492.71884 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 456.2160644531s, input_fired_time: 6.8214588165, output_fired_time: 6.9846768379, propagate_forward_time: 169.6162567139, propagate_backward_time: 265.0823669434, weight_update_time: 0.5786830187, other_time: 7.7112731934
epoch time: 37.3898162842s, input_fired_time: 0.8500636816, output_fired_time: 0.0000000000, propagate_forward_time: 35.1603050232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3794479370
validation[          , genome 11568] predictions:    9852/  10000 (98.52%), best:    9860/10000 (98.60%), error:       512.31433, best error:       492.71884 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 454.8771057129s, input_fired_time: 6.8137979507, output_fired_time: 6.9618153572, propagate_forward_time: 169.9739379883, propagate_backward_time: 263.4673461914, weight_update_time: 0.5819028616, other_time: 7.6601867676
epoch time: 37.3163986206s, input_fired_time: 0.8562740684, output_fired_time: 0.0000000000, propagate_forward_time: 35.0795516968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3805732727
validation[          , genome 11568] predictions:    9857/  10000 (98.57%), best:    9860/10000 (98.60%), error:       515.47760, best error:       492.71884 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 455.1981811523s, input_fired_time: 6.8207807541, output_fired_time: 6.9854998589, propagate_forward_time: 169.8832702637, propagate_backward_time: 263.8692321777, weight_update_time: 0.5841598511, other_time: 7.6394042969
epoch time: 37.3512992859s, input_fired_time: 0.8550522327, output_fired_time: 0.0000000000, propagate_forward_time: 35.1162948608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3799514771
validation[          , genome 11568] predictions:    9858/  10000 (98.58%), best:    9860/10000 (98.60%), error:       542.79211, best error:       492.71884 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 456.4968566895s, input_fired_time: 6.8228869438, output_fired_time: 7.0108222961, propagate_forward_time: 170.0304870605, propagate_backward_time: 264.9659423828, weight_update_time: 0.5819279552, other_time: 7.6667175293
epoch time: 37.1689071655s, input_fired_time: 0.8486179709, output_fired_time: 0.0000000000, propagate_forward_time: 34.9610939026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3591957092
validation[          , genome 11568] predictions:    9839/  10000 (98.39%), best:    9860/10000 (98.60%), error:       534.46326, best error:       492.71884 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 455.6250915527s, input_fired_time: 6.8144226074, output_fired_time: 6.9781532288, propagate_forward_time: 170.0925140381, propagate_backward_time: 264.1399536133, weight_update_time: 0.5816431642, other_time: 7.6000366211
epoch time: 37.5213470459s, input_fired_time: 0.8596297503, output_fired_time: 0.0000000000, propagate_forward_time: 35.2630805969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3986358643
validation[          , genome 11568] predictions:    9861/  10000 (98.61%), best:    9860/10000 (98.60%), error:       496.85519, best error:       492.71884 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 455.3063049316s, input_fired_time: 6.8312382698, output_fired_time: 6.9820399284, propagate_forward_time: 169.9895782471, propagate_backward_time: 263.8719177246, weight_update_time: 0.5834785104, other_time: 7.6315612793
epoch time: 37.5801124573s, input_fired_time: 0.8495529294, output_fired_time: 0.0000000000, propagate_forward_time: 35.3322982788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3982620239
validation[          , genome 11568] predictions:    9824/  10000 (98.24%), best:    9860/10000 (98.60%), error:       607.04016, best error:       492.71884 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 456.2523193359s, input_fired_time: 6.8272147179, output_fired_time: 6.9893350601, propagate_forward_time: 170.4055175781, propagate_backward_time: 264.3818664551, weight_update_time: 0.5844969153, other_time: 7.6483764648
epoch time: 37.2711791992s, input_fired_time: 0.8559593558, output_fired_time: 0.0000000000, propagate_forward_time: 35.0511283875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3640899658
validation[          , genome 11568] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       524.26709, best error:       492.71884 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 454.5498657227s, input_fired_time: 6.7884488106, output_fired_time: 6.9783749580, propagate_forward_time: 169.4837799072, propagate_backward_time: 263.6351928711, weight_update_time: 0.5812555552, other_time: 7.6640625000
epoch time: 37.2393722534s, input_fired_time: 0.8564659357, output_fired_time: 0.0000000000, propagate_forward_time: 35.0167884827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3661193848
validation[          , genome 11568] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       516.40179, best error:       492.71884 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 455.0352783203s, input_fired_time: 6.7857465744, output_fired_time: 6.9599885941, propagate_forward_time: 169.4752960205, propagate_backward_time: 264.1809387207, weight_update_time: 0.5837709308, other_time: 7.6333312988
epoch time: 36.8272666931s, input_fired_time: 0.8443689346, output_fired_time: 0.0000000000, propagate_forward_time: 34.5942649841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3886337280
validation[          , genome 11568] predictions:    9854/  10000 (98.54%), best:    9860/10000 (98.60%), error:       518.09979, best error:       492.71884 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 456.7988586426s, input_fired_time: 6.8202724457, output_fired_time: 7.0107998848, propagate_forward_time: 169.9207611084, propagate_backward_time: 265.3772888184, weight_update_time: 0.5769587159, other_time: 7.6697082520
epoch time: 37.2671203613s, input_fired_time: 0.8470939398, output_fired_time: 0.0000000000, propagate_forward_time: 35.0403594971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3796653748
validation[          , genome 11568] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       532.28241, best error:       492.71884 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 454.7791442871s, input_fired_time: 6.7970485687, output_fired_time: 6.9402399063, propagate_forward_time: 169.4330291748, propagate_backward_time: 263.9177246094, weight_update_time: 0.5819560885, other_time: 7.6911010742
epoch time: 36.5705909729s, input_fired_time: 0.8440859914, output_fired_time: 0.0000000000, propagate_forward_time: 34.3587722778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3677330017
validation[          , genome 11568] predictions:    9835/  10000 (98.35%), best:    9860/10000 (98.60%), error:       574.05865, best error:       492.71884 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 455.9001464844s, input_fired_time: 6.8471679688, output_fired_time: 6.9728789330, propagate_forward_time: 169.9738006592, propagate_backward_time: 264.4786987305, weight_update_time: 0.5818002820, other_time: 7.6276245117
epoch time: 37.5034675598s, input_fired_time: 0.8584513664, output_fired_time: 0.0000000000, propagate_forward_time: 35.2726974487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3723182678
validation[          , genome 11568] predictions:    9853/  10000 (98.53%), best:    9860/10000 (98.60%), error:       494.12723, best error:       492.71884 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 456.3200073242s, input_fired_time: 6.8312659264, output_fired_time: 6.9941210747, propagate_forward_time: 170.3284759521, propagate_backward_time: 264.5255432129, weight_update_time: 0.5820887685, other_time: 7.6405944824
epoch time: 37.1532592773s, input_fired_time: 0.8540062308, output_fired_time: 0.0000000000, propagate_forward_time: 34.9280166626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3712348938
validation[          , genome 11568] predictions:    9850/  10000 (98.50%), best:    9860/10000 (98.60%), error:       512.67096, best error:       492.71884 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 455.2515869141s, input_fired_time: 6.8150124550, output_fired_time: 6.9736599922, propagate_forward_time: 169.3904571533, propagate_backward_time: 264.4257202148, weight_update_time: 0.5797209144, other_time: 7.6467285156
epoch time: 36.7342300415s, input_fired_time: 0.8459922075, output_fired_time: 0.0000000000, propagate_forward_time: 34.5372085571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3510284424
validation[          , genome 11568] predictions:    9842/  10000 (98.42%), best:    9860/10000 (98.60%), error:       532.43518, best error:       492.71884 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 455.2413635254s, input_fired_time: 6.8115940094, output_fired_time: 6.9455776215, propagate_forward_time: 169.7778778076, propagate_backward_time: 264.0637512207, weight_update_time: 0.5777248740, other_time: 7.6425476074
epoch time: 37.4442520142s, input_fired_time: 0.8545439243, output_fired_time: 0.0000000000, propagate_forward_time: 35.2299995422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3597068787
validation[          , genome 11568] predictions:    9836/  10000 (98.36%), best:    9860/10000 (98.60%), error:       573.14081, best error:       492.71884 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 455.8849487305s, input_fired_time: 6.8243007660, output_fired_time: 6.9897027016, propagate_forward_time: 169.9533386230, propagate_backward_time: 264.4821166992, weight_update_time: 0.5876297355, other_time: 7.6354675293
epoch time: 37.2055130005s, input_fired_time: 0.8541563153, output_fired_time: 0.0000000000, propagate_forward_time: 34.9639701843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3873863220
validation[          , genome 11568] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       483.26370, best error:       483.26370 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 456.3663330078s, input_fired_time: 6.8197488785, output_fired_time: 6.9744348526, propagate_forward_time: 170.1274566650, propagate_backward_time: 264.7756042480, weight_update_time: 0.5866557956, other_time: 7.6690979004
epoch time: 36.9456405640s, input_fired_time: 0.8482825160, output_fired_time: 0.0000000000, propagate_forward_time: 34.7260093689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3713493347
validation[          , genome 11568] predictions:    9858/  10000 (98.58%), best:    9856/10000 (98.56%), error:       505.99756, best error:       483.26370 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 456.5380554199s, input_fired_time: 6.7995309830, output_fired_time: 6.9979333878, propagate_forward_time: 170.3231201172, propagate_backward_time: 264.8482055664, weight_update_time: 0.5753549337, other_time: 7.5692749023
epoch time: 37.2307548523s, input_fired_time: 0.8538952470, output_fired_time: 0.0000000000, propagate_forward_time: 34.9815101624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3953475952
validation[          , genome 11568] predictions:    9855/  10000 (98.55%), best:    9856/10000 (98.56%), error:       504.71747, best error:       483.26370 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 457.3281555176s, input_fired_time: 6.8426647186, output_fired_time: 6.9877519608, propagate_forward_time: 170.5137329102, propagate_backward_time: 265.3426208496, weight_update_time: 0.5791204572, other_time: 7.6413879395
epoch time: 36.7703361511s, input_fired_time: 0.8443231583, output_fired_time: 0.0000000000, propagate_forward_time: 34.5432281494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3827857971
validation[          , genome 11568] predictions:    9841/  10000 (98.41%), best:    9856/10000 (98.56%), error:       531.64771, best error:       483.26370 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 456.2244873047s, input_fired_time: 6.8186197281, output_fired_time: 7.0008406639, propagate_forward_time: 170.1658935547, propagate_backward_time: 264.6390686035, weight_update_time: 0.5772032142, other_time: 7.6000366211
epoch time: 37.6986999512s, input_fired_time: 0.8582686782, output_fired_time: 0.0000000000, propagate_forward_time: 35.4710426331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3693885803
validation[          , genome 11568] predictions:    9857/  10000 (98.57%), best:    9856/10000 (98.56%), error:       491.08060, best error:       483.26370 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 457.5825195313s, input_fired_time: 6.8318233490, output_fired_time: 7.0145101547, propagate_forward_time: 170.4923095703, propagate_backward_time: 265.6187133789, weight_update_time: 0.5802001953, other_time: 7.6251831055
epoch time: 37.2063827515s, input_fired_time: 0.8495095372, output_fired_time: 0.0000000000, propagate_forward_time: 34.9858665466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3710060120
validation[          , genome 11568] predictions:    9870/  10000 (98.70%), best:    9856/10000 (98.56%), error:       489.71890, best error:       483.26370 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 457.4449462891s, input_fired_time: 6.8182520866, output_fired_time: 7.0062084198, propagate_forward_time: 170.6983947754, propagate_backward_time: 265.2957153320, weight_update_time: 0.5818875432, other_time: 7.6264038086
epoch time: 37.3391838074s, input_fired_time: 0.8536954522, output_fired_time: 0.0000000000, propagate_forward_time: 35.0916366577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3938522339
validation[          , genome 11568] predictions:    9851/  10000 (98.51%), best:    9856/10000 (98.56%), error:       512.28156, best error:       483.26370 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 453.6144104004s, input_fired_time: 6.7926440239, output_fired_time: 6.9362692833, propagate_forward_time: 169.0676574707, propagate_backward_time: 263.2386779785, weight_update_time: 0.5774361491, other_time: 7.5791625977
epoch time: 36.7750244141s, input_fired_time: 0.8457566500, output_fired_time: 0.0000000000, propagate_forward_time: 34.5808982849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3483695984
validation[          , genome 11568] predictions:    9850/  10000 (98.50%), best:    9856/10000 (98.56%), error:       522.48315, best error:       483.26370 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 457.5379333496s, input_fired_time: 6.8255224228, output_fired_time: 7.0112404823, propagate_forward_time: 170.5927124023, propagate_backward_time: 265.5021057129, weight_update_time: 0.5796543956, other_time: 7.6063537598
epoch time: 36.0712280273s, input_fired_time: 0.8360090852, output_fired_time: 0.0000000000, propagate_forward_time: 33.8741645813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3610534668
validation[          , genome 11568] predictions:    9858/  10000 (98.58%), best:    9856/10000 (98.56%), error:       508.91977, best error:       483.26370 on epoch:    92, 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: 185.9677581787s, input_fired_time: 4.2645993233, output_fired_time: 0.0000000000, propagate_forward_time: 174.8294982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.8736572266
best training[          , genome 11568] predictions:   49996/  50000 (99.99%), best:    9856/10000 (98.56%), error:       189.93547, best error:       483.26370 on epoch:    92, 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: 36.6735534668s, input_fired_time: 0.8520348668, output_fired_time: 0.0000000000, propagate_forward_time: 34.4379463196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3835716248
   testing[          , genome 11568] predictions:    9873/  10000 (98.73%), best:    9856/10000 (98.56%), error:       434.98444, best error:       483.26370 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:15:41 (4508): called boinc_finish(0)

</stderr_txt>
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