Nameexact_genome_1512568488_41_6354_1
Workunit2603026
Created7 Dec 2017, 19:19:47 UTC
Sent7 Dec 2017, 19:24:50 UTC
Report deadline17 Dec 2017, 0:36:30 UTC
Received8 Dec 2017, 7:52:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 10 min 37 sec
CPU time4 hours 58 min 26 sec
Validate stateValid
Credit2,304.11
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.40 MB
Peak swap size159.34 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
 (96.07%), best:    9707/10000 (97.07%), error:      1284.22034, best error:       996.24420 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.5565185547s, input_fired_time: 2.0738823414, output_fired_time: 1.9471638203, propagate_forward_time: 62.7525901794, propagate_backward_time: 96.1058731079, weight_update_time: 0.1705457866, other_time: 3.6770095825
epoch time: 13.5234870911s, input_fired_time: 0.2504878342, output_fired_time: 0.0000000000, propagate_forward_time: 12.5968923569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761064529
validation[          , genome  6354] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       959.40393, best error:       959.40393 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 167.3620605469s, input_fired_time: 2.0544281006, output_fired_time: 1.9501121044, propagate_forward_time: 62.8113708496, propagate_backward_time: 96.8385086060, weight_update_time: 0.1720694602, other_time: 3.7076339722
epoch time: 13.7176208496s, input_fired_time: 0.2551720440, output_fired_time: 0.0000000000, propagate_forward_time: 12.7773284912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851205826
validation[          , genome  6354] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:       984.53656, best error:       959.40393 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 168.2006530762s, input_fired_time: 2.0828721523, output_fired_time: 1.9773136377, propagate_forward_time: 63.2856750488, propagate_backward_time: 97.1153869629, weight_update_time: 0.1740528643, other_time: 3.7394104004
epoch time: 12.7979688644s, input_fired_time: 0.2462924868, output_fired_time: 0.0000000000, propagate_forward_time: 11.8939943314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576824188
validation[          , genome  6354] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       940.63342, best error:       940.63342 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.6688690186s, input_fired_time: 2.0609624386, output_fired_time: 1.9921714067, propagate_forward_time: 62.8876037598, propagate_backward_time: 95.9962997437, weight_update_time: 0.1725962907, other_time: 3.7318344116
epoch time: 13.4560794830s, input_fired_time: 0.2529449165, output_fired_time: 0.0000000000, propagate_forward_time: 12.5199041367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6832304001
validation[          , genome  6354] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       907.14948, best error:       907.14948 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 166.9048767090s, input_fired_time: 2.0495450497, output_fired_time: 1.9512376785, propagate_forward_time: 62.8556442261, propagate_backward_time: 96.3225402832, weight_update_time: 0.1721888334, other_time: 3.7259140015
epoch time: 13.4504117966s, input_fired_time: 0.2568643093, output_fired_time: 0.0000000000, propagate_forward_time: 12.5108652115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826820374
validation[          , genome  6354] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       965.69226, best error:       907.14948 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 166.3763427734s, input_fired_time: 2.0452523232, output_fired_time: 1.9500881433, propagate_forward_time: 62.6051139832, propagate_backward_time: 96.0605239868, weight_update_time: 0.1726142466, other_time: 3.7153549194
epoch time: 13.6520805359s, input_fired_time: 0.2699198127, output_fired_time: 0.0000000000, propagate_forward_time: 12.7193040848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628570557
validation[          , genome  6354] predictions:    9710/  10000 (97.10%), best:    9728/10000 (97.28%), error:      1017.35614, best error:       907.14948 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 168.2641906738s, input_fired_time: 2.0708017349, output_fired_time: 1.9796319008, propagate_forward_time: 63.3578224182, propagate_backward_time: 97.1109542847, weight_update_time: 0.1795580238, other_time: 3.7449874878
epoch time: 13.3880987167s, input_fired_time: 0.2520755529, output_fired_time: 0.0000000000, propagate_forward_time: 12.4672470093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6687765121
validation[          , genome  6354] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       829.81067, best error:       829.81067 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.3902435303s, input_fired_time: 2.0338881016, output_fired_time: 1.9478297234, propagate_forward_time: 62.7854957581, propagate_backward_time: 95.9185791016, weight_update_time: 0.1726101339, other_time: 3.7044525146
epoch time: 13.4802598953s, input_fired_time: 0.2555002570, output_fired_time: 0.0000000000, propagate_forward_time: 12.5326004028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6921596527
validation[          , genome  6354] predictions:    9704/  10000 (97.04%), best:    9735/10000 (97.35%), error:       952.54285, best error:       829.81067 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 166.1165008545s, input_fired_time: 2.1109089851, output_fired_time: 1.9675563574, propagate_forward_time: 62.4000968933, propagate_backward_time: 95.9430923462, weight_update_time: 0.1711892933, other_time: 3.6948318481
epoch time: 14.2393856049s, input_fired_time: 0.2873185873, output_fired_time: 0.0000000000, propagate_forward_time: 13.2066364288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7454309464
validation[          , genome  6354] predictions:    9742/  10000 (97.42%), best:    9735/10000 (97.35%), error:       878.18988, best error:       829.81067 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 168.4717407227s, input_fired_time: 2.0869476795, output_fired_time: 1.9875202179, propagate_forward_time: 63.5167121887, propagate_backward_time: 97.1680831909, weight_update_time: 0.1762177199, other_time: 3.7124862671
epoch time: 13.5126276016s, input_fired_time: 0.2557588220, output_fired_time: 0.0000000000, propagate_forward_time: 12.5808601379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760082245
validation[          , genome  6354] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       872.59479, best error:       829.81067 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 167.6118316650s, input_fired_time: 2.0709173679, output_fired_time: 1.9900096655, propagate_forward_time: 63.1134185791, propagate_backward_time: 96.7421722412, weight_update_time: 0.1712144613, other_time: 3.6953125000
epoch time: 13.5370626450s, input_fired_time: 0.2564423978, output_fired_time: 0.0000000000, propagate_forward_time: 12.6010408401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795797348
validation[          , genome  6354] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       940.36884, best error:       829.81067 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 166.8064270020s, input_fired_time: 2.0542502403, output_fired_time: 1.9598841667, propagate_forward_time: 62.8445167542, propagate_backward_time: 96.2263183594, weight_update_time: 0.1719613969, other_time: 3.7214660645
epoch time: 13.9616928101s, input_fired_time: 0.2641781271, output_fired_time: 0.0000000000, propagate_forward_time: 12.9782361984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7192783356
validation[          , genome  6354] predictions:    9641/  10000 (96.41%), best:    9735/10000 (97.35%), error:      1172.45630, best error:       829.81067 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 166.0576019287s, input_fired_time: 2.1156032085, output_fired_time: 1.9566113949, propagate_forward_time: 62.4531860352, propagate_backward_time: 95.8248825073, weight_update_time: 0.1697613895, other_time: 3.7073287964
epoch time: 13.7713775635s, input_fired_time: 0.2618695199, output_fired_time: 0.0000000000, propagate_forward_time: 12.8258895874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836185455
validation[          , genome  6354] predictions:    9715/  10000 (97.15%), best:    9735/10000 (97.35%), error:       934.41357, best error:       829.81067 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 167.0967102051s, input_fired_time: 2.0471944809, output_fired_time: 1.9738920927, propagate_forward_time: 62.9198303223, propagate_backward_time: 96.4358978271, weight_update_time: 0.1729982346, other_time: 3.7198944092
epoch time: 14.1004714966s, input_fired_time: 0.2941081822, output_fired_time: 0.0000000000, propagate_forward_time: 13.1250534058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6813097000
validation[          , genome  6354] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       822.65582, best error:       822.65582 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 165.9961547852s, input_fired_time: 2.1485605240, output_fired_time: 1.9929900169, propagate_forward_time: 62.2388191223, propagate_backward_time: 95.9266967773, weight_update_time: 0.1728773564, other_time: 3.6890869141
epoch time: 13.5640411377s, input_fired_time: 0.2705613375, output_fired_time: 0.0000000000, propagate_forward_time: 12.6191720963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6743078232
validation[          , genome  6354] predictions:    9728/  10000 (97.28%), best:    9757/10000 (97.57%), error:       950.76440, best error:       822.65582 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 165.7615814209s, input_fired_time: 2.0524959564, output_fired_time: 1.9351832867, propagate_forward_time: 62.6881141663, propagate_backward_time: 95.4004135132, weight_update_time: 0.1708063334, other_time: 3.6853866577
epoch time: 13.6604528427s, input_fired_time: 0.2510939538, output_fired_time: 0.0000000000, propagate_forward_time: 12.7013359070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080230713
validation[          , genome  6354] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       793.56079, best error:       793.56079 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 167.3114471436s, input_fired_time: 2.0730235577, output_fired_time: 1.9628094435, propagate_forward_time: 63.0435371399, propagate_backward_time: 96.5158462524, weight_update_time: 0.1716527045, other_time: 3.7162246704
epoch time: 13.2952671051s, input_fired_time: 0.2539791465, output_fired_time: 0.0000000000, propagate_forward_time: 12.3689146042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723737717
validation[          , genome  6354] predictions:    9697/  10000 (96.97%), best:    9753/10000 (97.53%), error:       947.60107, best error:       793.56079 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 167.7106628418s, input_fired_time: 2.0402436256, output_fired_time: 1.9861611128, propagate_forward_time: 63.3936691284, propagate_backward_time: 96.5783309937, weight_update_time: 0.1734979749, other_time: 3.7122650146
epoch time: 13.5926065445s, input_fired_time: 0.2595343590, output_fired_time: 0.0000000000, propagate_forward_time: 12.6303501129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7027225494
validation[          , genome  6354] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       848.18213, best error:       793.56079 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 168.2194061279s, input_fired_time: 2.1335480213, output_fired_time: 1.9705334902, propagate_forward_time: 63.4518814087, propagate_backward_time: 96.8771972656, weight_update_time: 0.1719624549, other_time: 3.7862472534
epoch time: 13.6102771759s, input_fired_time: 0.2584452629, output_fired_time: 0.0000000000, propagate_forward_time: 12.6711511612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6806802750
validation[          , genome  6354] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       869.34595, best error:       793.56079 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 167.5271911621s, input_fired_time: 2.0527901649, output_fired_time: 1.9737629890, propagate_forward_time: 63.1108894348, propagate_backward_time: 96.6745529175, weight_update_time: 0.1718825996, other_time: 3.7151870728
epoch time: 13.3202476501s, input_fired_time: 0.2667863071, output_fired_time: 0.0000000000, propagate_forward_time: 12.3790912628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6743698120
validation[          , genome  6354] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       934.18872, best error:       793.56079 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 167.5510406494s, input_fired_time: 2.1022939682, output_fired_time: 1.9458707571, propagate_forward_time: 63.2269821167, propagate_backward_time: 96.5460739136, weight_update_time: 0.1719936728, other_time: 3.7298126221
epoch time: 14.0957546234s, input_fired_time: 0.3459911644, output_fired_time: 0.0000000000, propagate_forward_time: 13.0644941330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852693558
validation[          , genome  6354] predictions:    9666/  10000 (96.66%), best:    9753/10000 (97.53%), error:      1148.83667, best error:       793.56079 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 166.9983215332s, input_fired_time: 2.1426968575, output_fired_time: 1.9446434975, propagate_forward_time: 62.7765960693, propagate_backward_time: 96.4069442749, weight_update_time: 0.1725159436, other_time: 3.7274398804
epoch time: 13.4460258484s, input_fired_time: 0.2559903562, output_fired_time: 0.0000000000, propagate_forward_time: 12.5063571930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836786270
validation[          , genome  6354] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       808.25208, best error:       793.56079 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 168.4759674072s, input_fired_time: 2.0619056225, output_fired_time: 2.0346159935, propagate_forward_time: 63.5822067261, propagate_backward_time: 97.0485458374, weight_update_time: 0.1721681803, other_time: 3.7486877441
epoch time: 13.6108169556s, input_fired_time: 0.2653828859, output_fired_time: 0.0000000000, propagate_forward_time: 12.6600217819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854124069
validation[          , genome  6354] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:      1017.66327, best error:       793.56079 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 167.8769989014s, input_fired_time: 2.0860726833, output_fired_time: 1.9543012381, propagate_forward_time: 63.2616386414, propagate_backward_time: 96.8900756836, weight_update_time: 0.1714365780, other_time: 3.6849060059
epoch time: 13.5176067352s, input_fired_time: 0.2573542595, output_fired_time: 0.0000000000, propagate_forward_time: 12.5881729126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720790863
validation[          , genome  6354] predictions:    9762/  10000 (97.62%), best:    9753/10000 (97.53%), error:       825.45996, best error:       793.56079 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 166.6907806396s, input_fired_time: 2.0966355801, output_fired_time: 1.9592182636, propagate_forward_time: 62.8688774109, propagate_backward_time: 96.1048126221, weight_update_time: 0.1715487242, other_time: 3.6612396240
epoch time: 13.8293972015s, input_fired_time: 0.2580295801, output_fired_time: 0.0000000000, propagate_forward_time: 12.8719882965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993789673
validation[          , genome  6354] predictions:    9693/  10000 (96.93%), best:    9753/10000 (97.53%), error:      1030.65601, best error:       793.56079 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 167.6275329590s, input_fired_time: 2.0595633984, output_fired_time: 1.9606424570, propagate_forward_time: 63.2099304199, propagate_backward_time: 96.6773300171, weight_update_time: 0.1768572032, other_time: 3.7200546265
epoch time: 13.9857120514s, input_fired_time: 0.2556513548, output_fired_time: 0.0000000000, propagate_forward_time: 13.0281600952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7019004822
validation[          , genome  6354] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       806.91040, best error:       793.56079 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 166.3897552490s, input_fired_time: 2.0686452389, output_fired_time: 1.9430959225, propagate_forward_time: 62.5029449463, propagate_backward_time: 96.2028884888, weight_update_time: 0.1783405244, other_time: 3.6721725464
epoch time: 13.6258277893s, input_fired_time: 0.2620057762, output_fired_time: 0.0000000000, propagate_forward_time: 12.6629753113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008466721
validation[          , genome  6354] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       925.39075, best error:       793.56079 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 166.6880645752s, input_fired_time: 2.0811803341, output_fired_time: 1.9725275040, propagate_forward_time: 62.7356758118, propagate_backward_time: 96.1716537476, weight_update_time: 0.1709118336, other_time: 3.7270278931
epoch time: 13.5486736298s, input_fired_time: 0.2582850158, output_fired_time: 0.0000000000, propagate_forward_time: 12.6124525070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779365540
validation[          , genome  6354] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       860.93628, best error:       793.56079 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1197.3652343750s, input_fired_time: 2.1144216061, output_fired_time: 2.0016252995, propagate_forward_time: 1092.2458496094, propagate_backward_time: 97.3028640747, weight_update_time: 0.1813900322, other_time: 3.7005538940
epoch time: 13.3444576263s, input_fired_time: 0.2572001219, output_fired_time: 0.0000000000, propagate_forward_time: 12.4172992706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699581146
validation[          , genome  6354] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       911.62378, best error:       793.56079 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 166.6033477783s, input_fired_time: 2.0601165295, output_fired_time: 1.9717181921, propagate_forward_time: 62.8357238770, propagate_backward_time: 96.0845947266, weight_update_time: 0.1703594923, other_time: 3.6511840820
epoch time: 13.3739728928s, input_fired_time: 0.2541250885, output_fired_time: 0.0000000000, propagate_forward_time: 12.4506587982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691894531
validation[          , genome  6354] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       907.28009, best error:       793.56079 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 167.0655670166s, input_fired_time: 2.0584521294, output_fired_time: 1.9855401516, propagate_forward_time: 62.8866691589, propagate_backward_time: 96.4606781006, weight_update_time: 0.1708551049, other_time: 3.6742248535
epoch time: 13.9533672333s, input_fired_time: 0.2698459923, output_fired_time: 0.0000000000, propagate_forward_time: 13.0123271942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711940765
validation[          , genome  6354] predictions:    9696/  10000 (96.96%), best:    9753/10000 (97.53%), error:       965.10504, best error:       793.56079 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 165.9446716309s, input_fired_time: 2.0658140182, output_fired_time: 1.9299391508, propagate_forward_time: 62.4896049500, propagate_backward_time: 95.8229064941, weight_update_time: 0.1709661633, other_time: 3.6364135742
epoch time: 13.4574718475s, input_fired_time: 0.2585451603, output_fired_time: 0.0000000000, propagate_forward_time: 12.5150413513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838855743
validation[          , genome  6354] predictions:    9665/  10000 (96.65%), best:    9753/10000 (97.53%), error:      1034.74536, best error:       793.56079 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 167.9112243652s, input_fired_time: 2.0679090023, output_fired_time: 1.9690345526, propagate_forward_time: 63.1501846313, propagate_backward_time: 96.9755783081, weight_update_time: 0.1708228141, other_time: 3.7485198975
epoch time: 13.4826221466s, input_fired_time: 0.2591789961, output_fired_time: 0.0000000000, propagate_forward_time: 12.5335750580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898679733
validation[          , genome  6354] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       949.36206, best error:       793.56079 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 167.2962493896s, input_fired_time: 2.0847637653, output_fired_time: 1.9691867828, propagate_forward_time: 62.9894027710, propagate_backward_time: 96.5887298584, weight_update_time: 0.1711780578, other_time: 3.6641616821
epoch time: 13.3320608139s, input_fired_time: 0.2682020068, output_fired_time: 0.0000000000, propagate_forward_time: 12.4095916748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542673111
validation[          , genome  6354] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       769.47162, best error:       769.47162 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 166.3463439941s, input_fired_time: 2.0699827671, output_fired_time: 1.9484761953, propagate_forward_time: 62.7137641907, propagate_backward_time: 95.9094924927, weight_update_time: 0.1715458035, other_time: 3.7046432495
epoch time: 13.3976621628s, input_fired_time: 0.2559508681, output_fired_time: 0.0000000000, propagate_forward_time: 12.4679193497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737918854
validation[          , genome  6354] predictions:    9759/  10000 (97.59%), best:    9750/10000 (97.50%), error:       798.26080, best error:       769.47162 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 166.9774932861s, input_fired_time: 2.0552551746, output_fired_time: 1.9460307360, propagate_forward_time: 62.9482154846, propagate_backward_time: 96.3696899414, weight_update_time: 0.1720208973, other_time: 3.6583099365
epoch time: 13.2180109024s, input_fired_time: 0.2557306886, output_fired_time: 0.0000000000, propagate_forward_time: 12.2920455933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6702346802
validation[          , genome  6354] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:       915.09113, best error:       769.47162 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 166.7979278564s, input_fired_time: 2.0733745098, output_fired_time: 1.9313613176, propagate_forward_time: 62.9362411499, propagate_backward_time: 96.2209243774, weight_update_time: 0.1711473912, other_time: 3.6360168457
epoch time: 13.2800512314s, input_fired_time: 0.2580136955, output_fired_time: 0.0000000000, propagate_forward_time: 12.3570642471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6649732590
validation[          , genome  6354] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:      1084.24487, best error:       769.47162 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 167.2354125977s, input_fired_time: 2.0569276810, output_fired_time: 1.9461994171, propagate_forward_time: 63.0393905640, propagate_backward_time: 96.5300140381, weight_update_time: 0.1704065204, other_time: 3.6628799438
epoch time: 13.3321857452s, input_fired_time: 0.2613069117, output_fired_time: 0.0000000000, propagate_forward_time: 12.4074039459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634750366
validation[          , genome  6354] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       884.90228, best error:       769.47162 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.3387603760s, input_fired_time: 2.0717418194, output_fired_time: 1.9694867134, propagate_forward_time: 63.0909843445, propagate_backward_time: 96.5202102661, weight_update_time: 0.1712451279, other_time: 3.6863327026
epoch time: 13.2235221863s, input_fired_time: 0.2551234663, output_fired_time: 0.0000000000, propagate_forward_time: 12.3159418106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524572372
validation[          , genome  6354] predictions:    9764/  10000 (97.64%), best:    9750/10000 (97.50%), error:       794.48004, best error:       769.47162 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 168.1779327393s, input_fired_time: 2.0756959915, output_fired_time: 1.9757840633, propagate_forward_time: 63.4007110596, propagate_backward_time: 97.0052566528, weight_update_time: 0.1749443859, other_time: 3.7204818726
epoch time: 13.3536663055s, input_fired_time: 0.2580024600, output_fired_time: 0.0000000000, propagate_forward_time: 12.4301433563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655206680
validation[          , genome  6354] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       853.98120, best error:       769.47162 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 169.4561462402s, input_fired_time: 2.0856950283, output_fired_time: 1.9785070419, propagate_forward_time: 63.7361412048, propagate_backward_time: 97.7987823486, weight_update_time: 0.1847964972, other_time: 3.8570251465
epoch time: 13.5800075531s, input_fired_time: 0.2698368728, output_fired_time: 0.0000000000, propagate_forward_time: 12.6334476471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767234802
validation[          , genome  6354] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       764.74701, best error:       764.74701 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 165.3625946045s, input_fired_time: 2.0689973831, output_fired_time: 1.9301595688, propagate_forward_time: 62.1331901550, propagate_backward_time: 95.5804901123, weight_update_time: 0.1732379645, other_time: 3.6497497559
epoch time: 13.8320589066s, input_fired_time: 0.2585231364, output_fired_time: 0.0000000000, propagate_forward_time: 12.9046926498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688432693
validation[          , genome  6354] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       974.62024, best error:       764.74701 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 166.7620239258s, input_fired_time: 2.0814509392, output_fired_time: 1.9495701790, propagate_forward_time: 62.8108634949, propagate_backward_time: 96.2525482178, weight_update_time: 0.1754548848, other_time: 3.6675872803
epoch time: 13.5019407272s, input_fired_time: 0.2573496401, output_fired_time: 0.0000000000, propagate_forward_time: 12.5726680756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719226837
validation[          , genome  6354] predictions:    9682/  10000 (96.82%), best:    9758/10000 (97.58%), error:      1044.65063, best error:       764.74701 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 166.2031250000s, input_fired_time: 2.1058309078, output_fired_time: 1.9286535978, propagate_forward_time: 62.6818084717, propagate_backward_time: 95.8372573853, weight_update_time: 0.1705764830, other_time: 3.6495742798
epoch time: 13.3398694992s, input_fired_time: 0.2597375810, output_fired_time: 0.0000000000, propagate_forward_time: 12.4147043228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6654272079
validation[          , genome  6354] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       873.12500, best error:       764.74701 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.0191040039s, input_fired_time: 2.0686237812, output_fired_time: 1.9462223053, propagate_forward_time: 62.9839286804, propagate_backward_time: 96.3871917725, weight_update_time: 0.1737678647, other_time: 3.6331329346
epoch time: 13.7612800598s, input_fired_time: 0.2729093134, output_fired_time: 0.0000000000, propagate_forward_time: 12.8210344315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6673364639
validation[          , genome  6354] predictions:    9689/  10000 (96.89%), best:    9758/10000 (97.58%), error:       989.38116, best error:       764.74701 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 166.5811004639s, input_fired_time: 2.0896761417, output_fired_time: 1.9706906080, propagate_forward_time: 62.6328697205, propagate_backward_time: 96.2509765625, weight_update_time: 0.1705386341, other_time: 3.6368865967
epoch time: 13.3836574554s, input_fired_time: 0.2591687739, output_fired_time: 0.0000000000, propagate_forward_time: 12.4633426666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6611461639
validation[          , genome  6354] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       807.80823, best error:       764.74701 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 166.7802429199s, input_fired_time: 2.0825548172, output_fired_time: 1.9499626160, propagate_forward_time: 62.6633796692, propagate_backward_time: 96.4238739014, weight_update_time: 0.1737975925, other_time: 3.6604766846
epoch time: 13.4177322388s, input_fired_time: 0.2570204437, output_fired_time: 0.0000000000, propagate_forward_time: 12.4946804047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660318375
validation[          , genome  6354] predictions:    9754/  10000 (97.54%), best:    9758/10000 (97.58%), error:       798.15265, best error:       764.74701 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 167.0513000488s, input_fired_time: 2.0725030899, output_fired_time: 1.9555950165, propagate_forward_time: 62.9689788818, propagate_backward_time: 96.3775177002, weight_update_time: 0.1739542782, other_time: 3.6766967773
epoch time: 13.4133615494s, input_fired_time: 0.2600068748, output_fired_time: 0.0000000000, propagate_forward_time: 12.4907331467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626214981
validation[          , genome  6354] predictions:    9710/  10000 (97.10%), best:    9758/10000 (97.58%), error:       898.27496, best error:       764.74701 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 166.6879425049s, input_fired_time: 2.0594377518, output_fired_time: 1.9900105000, propagate_forward_time: 62.6778373718, propagate_backward_time: 96.3037719727, weight_update_time: 0.1767979115, other_time: 3.6568908691
epoch time: 13.1579504013s, input_fired_time: 0.2580817640, output_fired_time: 0.0000000000, propagate_forward_time: 12.2385139465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613550186
validation[          , genome  6354] predictions:    9763/  10000 (97.63%), best:    9758/10000 (97.58%), error:       783.58179, best error:       764.74701 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 167.1459960938s, input_fired_time: 2.0720705986, output_fired_time: 1.9463723898, propagate_forward_time: 63.0296516418, propagate_backward_time: 96.4537734985, weight_update_time: 0.1706809998, other_time: 3.6441421509
epoch time: 13.5285911560s, input_fired_time: 0.2710210681, output_fired_time: 0.0000000000, propagate_forward_time: 12.5927829742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647872925
validation[          , genome  6354] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       834.56897, best error:       764.74701 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 167.4286193848s, input_fired_time: 2.0730376244, output_fired_time: 1.9491325617, propagate_forward_time: 63.1707878113, propagate_backward_time: 96.5843276978, weight_update_time: 0.1706672162, other_time: 3.6513290405
epoch time: 13.4996242523s, input_fired_time: 0.2639615536, output_fired_time: 0.0000000000, propagate_forward_time: 12.5630388260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6726236343
validation[          , genome  6354] predictions:    9665/  10000 (96.65%), best:    9758/10000 (97.58%), error:      1138.47900, best error:       764.74701 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 165.9576110840s, input_fired_time: 2.0645136833, output_fired_time: 1.9864510298, propagate_forward_time: 62.6189689636, propagate_backward_time: 95.6315002441, weight_update_time: 0.1714602858, other_time: 3.6561737061
epoch time: 13.3348817825s, input_fired_time: 0.2594462335, output_fired_time: 0.0000000000, propagate_forward_time: 12.4033603668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720752716
validation[          , genome  6354] predictions:    9781/  10000 (97.81%), best:    9758/10000 (97.58%), error:       780.31244, best error:       764.74701 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 165.9995574951s, input_fired_time: 2.0859661102, output_fired_time: 1.9382219315, propagate_forward_time: 62.5687103271, propagate_backward_time: 95.7253036499, weight_update_time: 0.1857605129, other_time: 3.6813583374
epoch time: 13.7132110596s, input_fired_time: 0.2822358906, output_fired_time: 0.0000000000, propagate_forward_time: 12.7406492233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6903257370
validation[          , genome  6354] predictions:    9768/  10000 (97.68%), best:    9758/10000 (97.58%), error:       765.64343, best error:       764.74701 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 165.2358703613s, input_fired_time: 2.0779552460, output_fired_time: 1.9281258583, propagate_forward_time: 62.2120285034, propagate_backward_time: 95.3495101929, weight_update_time: 0.1964891255, other_time: 3.6682434082
epoch time: 13.5949115753s, input_fired_time: 0.2719303370, output_fired_time: 0.0000000000, propagate_forward_time: 12.6161146164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068662643
validation[          , genome  6354] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       822.11298, best error:       764.74701 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.3070831299s, input_fired_time: 2.0975039005, output_fired_time: 2.0087635517, propagate_forward_time: 62.9737014771, propagate_backward_time: 96.5631713867, weight_update_time: 0.1705448031, other_time: 3.6639480591
epoch time: 13.3009986877s, input_fired_time: 0.2650055885, output_fired_time: 0.0000000000, propagate_forward_time: 12.3744707108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615228653
validation[          , genome  6354] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       758.19592, best error:       758.19592 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 166.7282714844s, input_fired_time: 2.1180183887, output_fired_time: 1.9844681025, propagate_forward_time: 62.7924385071, propagate_backward_time: 96.1512680054, weight_update_time: 0.1720100939, other_time: 3.6820907593
epoch time: 13.5327482224s, input_fired_time: 0.2701859474, output_fired_time: 0.0000000000, propagate_forward_time: 12.5788507462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837110519
validation[          , genome  6354] predictions:    9773/  10000 (97.73%), best:    9774/10000 (97.74%), error:       775.83868, best error:       758.19592 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 167.1582336426s, input_fired_time: 2.0803332329, output_fired_time: 1.9376288652, propagate_forward_time: 63.1093444824, propagate_backward_time: 96.3699264526, weight_update_time: 0.1724049598, other_time: 3.6610031128
epoch time: 13.4028491974s, input_fired_time: 0.2624987960, output_fired_time: 0.0000000000, propagate_forward_time: 12.4664344788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739158630
validation[          , genome  6354] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       822.84247, best error:       758.19592 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 166.0273590088s, input_fired_time: 2.0744295120, output_fired_time: 1.9581639767, propagate_forward_time: 62.5328598022, propagate_backward_time: 95.8170852661, weight_update_time: 0.1720516533, other_time: 3.6448211670
epoch time: 13.3321485519s, input_fired_time: 0.2601569295, output_fired_time: 0.0000000000, propagate_forward_time: 12.3984975815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734943390
validation[          , genome  6354] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       735.78857, best error:       735.78857 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 166.3598327637s, input_fired_time: 2.0876941681, output_fired_time: 1.9372195005, propagate_forward_time: 62.6755676270, propagate_backward_time: 95.9917144775, weight_update_time: 0.1833249480, other_time: 3.6676330566
epoch time: 13.5000591278s, input_fired_time: 0.2662605047, output_fired_time: 0.0000000000, propagate_forward_time: 12.5589199066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748790741
validation[          , genome  6354] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       816.65906, best error:       735.78857 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.5079956055s, input_fired_time: 2.0927684307, output_fired_time: 1.9683338404, propagate_forward_time: 62.7190399170, propagate_backward_time: 96.0520172119, weight_update_time: 0.1706747860, other_time: 3.6758270264
epoch time: 13.3511371613s, input_fired_time: 0.2645755112, output_fired_time: 0.0000000000, propagate_forward_time: 12.4271535873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594076157
validation[          , genome  6354] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       804.49933, best error:       735.78857 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 166.9441070557s, input_fired_time: 2.1201143265, output_fired_time: 1.9560936689, propagate_forward_time: 62.8227462769, propagate_backward_time: 96.3083038330, weight_update_time: 0.1691890061, other_time: 3.7368392944
epoch time: 13.2834081650s, input_fired_time: 0.2629002631, output_fired_time: 0.0000000000, propagate_forward_time: 12.3288745880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916332245
validation[          , genome  6354] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       887.96320, best error:       735.78857 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 166.2830047607s, input_fired_time: 2.1029012203, output_fired_time: 1.9445352554, propagate_forward_time: 62.4387817383, propagate_backward_time: 96.1293487549, weight_update_time: 0.1718631387, other_time: 3.6674346924
epoch time: 13.3652868271s, input_fired_time: 0.2623293102, output_fired_time: 0.0000000000, propagate_forward_time: 12.4331703186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697874069
validation[          , genome  6354] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       784.30829, best error:       735.78857 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.0283813477s, input_fired_time: 2.0763602257, output_fired_time: 1.9840240479, propagate_forward_time: 62.4901237488, propagate_backward_time: 95.8561096191, weight_update_time: 0.1699872762, other_time: 3.6217651367
epoch time: 13.8022747040s, input_fired_time: 0.2907473743, output_fired_time: 0.0000000000, propagate_forward_time: 12.8238220215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877050400
validation[          , genome  6354] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       833.50671, best error:       735.78857 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 167.9282684326s, input_fired_time: 2.1076886654, output_fired_time: 1.9881021976, propagate_forward_time: 63.2337455750, propagate_backward_time: 96.9081802368, weight_update_time: 0.1736818850, other_time: 3.6905593872
epoch time: 13.7415885925s, input_fired_time: 0.2687886953, output_fired_time: 0.0000000000, propagate_forward_time: 12.7784318924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6943683624
validation[          , genome  6354] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       777.35010, best error:       735.78857 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 166.7263641357s, input_fired_time: 2.0968973637, output_fired_time: 1.9848889112, propagate_forward_time: 63.0061874390, propagate_backward_time: 95.9939880371, weight_update_time: 0.1703855395, other_time: 3.6444015503
epoch time: 13.3766717911s, input_fired_time: 0.2681410015, output_fired_time: 0.0000000000, propagate_forward_time: 12.4380855560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6704454422
validation[          , genome  6354] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       758.33307, best error:       735.78857 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 167.4849853516s, input_fired_time: 2.0869793892, output_fired_time: 1.9777425528, propagate_forward_time: 63.0312423706, propagate_backward_time: 96.7010192871, weight_update_time: 0.1733341366, other_time: 3.6880111694
epoch time: 13.6026344299s, input_fired_time: 0.2682941258, output_fired_time: 0.0000000000, propagate_forward_time: 12.6584949493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758451462
validation[          , genome  6354] predictions:    9771/  10000 (97.71%), best:    9774/10000 (97.74%), error:       764.40417, best error:       735.78857 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 167.8880767822s, input_fired_time: 2.1079487801, output_fired_time: 1.9679434299, propagate_forward_time: 63.3177757263, propagate_backward_time: 96.7703933716, weight_update_time: 0.1769187152, other_time: 3.7240066528
epoch time: 13.4636487961s, input_fired_time: 0.2791325748, output_fired_time: 0.0000000000, propagate_forward_time: 12.5141553879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703605652
validation[          , genome  6354] predictions:    9722/  10000 (97.22%), best:    9774/10000 (97.74%), error:       883.94623, best error:       735.78857 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 167.8560791016s, input_fired_time: 2.0921354294, output_fired_time: 1.9526209831, propagate_forward_time: 63.1369247437, propagate_backward_time: 96.9867248535, weight_update_time: 0.1757765114, other_time: 3.6876754761
epoch time: 13.4132738113s, input_fired_time: 0.2639907897, output_fired_time: 0.0000000000, propagate_forward_time: 12.4712982178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779851913
validation[          , genome  6354] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       901.90332, best error:       735.78857 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 168.3731231689s, input_fired_time: 2.1028065681, output_fired_time: 1.9459797144, propagate_forward_time: 63.4342956543, propagate_backward_time: 97.1991424561, weight_update_time: 0.1705749482, other_time: 3.6908874512
epoch time: 13.3590803146s, input_fired_time: 0.2678999305, output_fired_time: 0.0000000000, propagate_forward_time: 12.4144401550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767406464
validation[          , genome  6354] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       798.67767, best error:       735.78857 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 167.4218597412s, input_fired_time: 2.1351191998, output_fired_time: 1.9685126543, propagate_forward_time: 63.1325492859, propagate_backward_time: 96.4790649414, weight_update_time: 0.1930196285, other_time: 3.7066192627
epoch time: 13.4433336258s, input_fired_time: 0.2642882764, output_fired_time: 0.0000000000, propagate_forward_time: 12.5041666031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748790741
validation[          , genome  6354] predictions:    9779/  10000 (97.79%), best:    9774/10000 (97.74%), error:       756.79443, best error:       735.78857 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 166.7754058838s, input_fired_time: 2.1032230854, output_fired_time: 1.9612429142, propagate_forward_time: 62.6451492310, propagate_backward_time: 96.3789062500, weight_update_time: 0.1810736656, other_time: 3.6868820190
epoch time: 13.5624933243s, input_fired_time: 0.2636467218, output_fired_time: 0.0000000000, propagate_forward_time: 12.6275548935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712913513
validation[          , genome  6354] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       772.34778, best error:       735.78857 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 167.5205688477s, input_fired_time: 2.1133782864, output_fired_time: 1.9633735418, propagate_forward_time: 63.0885887146, propagate_backward_time: 96.6576156616, weight_update_time: 0.1889512390, other_time: 3.6976089478
epoch time: 13.8909044266s, input_fired_time: 0.2683289647, output_fired_time: 0.0000000000, propagate_forward_time: 12.9153385162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7072372437
validation[          , genome  6354] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       717.68372, best error:       717.68372 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 166.6006011963s, input_fired_time: 2.1177802086, output_fired_time: 1.9421288967, propagate_forward_time: 62.6045837402, propagate_backward_time: 96.2621917725, weight_update_time: 0.1709998995, other_time: 3.6739196777
epoch time: 13.7247562408s, input_fired_time: 0.2778894901, output_fired_time: 0.0000000000, propagate_forward_time: 12.7298402786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170267105
validation[          , genome  6354] predictions:    9772/  10000 (97.72%), best:    9780/10000 (97.80%), error:       741.34979, best error:       717.68372 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 165.1661682129s, input_fired_time: 2.0949044228, output_fired_time: 1.9700425863, propagate_forward_time: 62.1283035278, propagate_backward_time: 95.3057632446, weight_update_time: 0.1827063262, other_time: 3.6671447754
epoch time: 13.6816625595s, input_fired_time: 0.2733592987, output_fired_time: 0.0000000000, propagate_forward_time: 12.7296104431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786928177
validation[          , genome  6354] predictions:    9773/  10000 (97.73%), best:    9780/10000 (97.80%), error:       769.14423, best error:       717.68372 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 167.1229095459s, input_fired_time: 2.0942902565, output_fired_time: 1.9879574776, propagate_forward_time: 63.0155601501, propagate_backward_time: 96.3637008667, weight_update_time: 0.1710306555, other_time: 3.6613998413
epoch time: 13.4644832611s, input_fired_time: 0.2650112212, output_fired_time: 0.0000000000, propagate_forward_time: 12.5339660645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655063629
validation[          , genome  6354] predictions:    9777/  10000 (97.77%), best:    9780/10000 (97.80%), error:       786.41107, best error:       717.68372 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 167.3507232666s, input_fired_time: 2.1479423046, output_fired_time: 1.9722044468, propagate_forward_time: 62.7593955994, propagate_backward_time: 96.7988891602, weight_update_time: 0.1750396341, other_time: 3.6722869873
epoch time: 13.5891942978s, input_fired_time: 0.2637091577, output_fired_time: 0.0000000000, propagate_forward_time: 12.6416730881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838121414
validation[          , genome  6354] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       781.69971, best error:       717.68372 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 169.2042846680s, input_fired_time: 2.1170654297, output_fired_time: 1.9899859428, propagate_forward_time: 63.8519897461, propagate_backward_time: 97.4803619385, weight_update_time: 0.1970369220, other_time: 3.7648773193
epoch time: 13.6889600754s, input_fired_time: 0.2695392966, output_fired_time: 0.0000000000, propagate_forward_time: 12.7365055084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829156876
validation[          , genome  6354] predictions:    9743/  10000 (97.43%), best:    9780/10000 (97.80%), error:       822.19696, best error:       717.68372 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 166.4620056152s, input_fired_time: 2.0902254581, output_fired_time: 1.9622087479, propagate_forward_time: 62.6677513123, propagate_backward_time: 96.0761718750, weight_update_time: 0.1711422950, other_time: 3.6656494141
epoch time: 13.3680934906s, input_fired_time: 0.2755383551, output_fired_time: 0.0000000000, propagate_forward_time: 12.4344825745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6580724716
validation[          , genome  6354] predictions:    9759/  10000 (97.59%), best:    9780/10000 (97.80%), error:       839.05774, best error:       717.68372 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.5996246338s, input_fired_time: 2.0957736969, output_fired_time: 1.9675173759, propagate_forward_time: 62.6907806396, propagate_backward_time: 96.1819458008, weight_update_time: 0.1749177873, other_time: 3.6636047363
epoch time: 13.6617488861s, input_fired_time: 0.2667386532, output_fired_time: 0.0000000000, propagate_forward_time: 12.6796541214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7153558731
validation[          , genome  6354] predictions:    9755/  10000 (97.55%), best:    9780/10000 (97.80%), error:       807.88287, best error:       717.68372 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 169.7134552002s, input_fired_time: 2.1321315765, output_fired_time: 1.9674435854, propagate_forward_time: 64.0153884888, propagate_backward_time: 97.8118896484, weight_update_time: 0.1729184389, other_time: 3.7866134644
epoch time: 13.9344272614s, input_fired_time: 0.2678948045, output_fired_time: 0.0000000000, propagate_forward_time: 12.9867420197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6797904968
validation[          , genome  6354] predictions:    9723/  10000 (97.23%), best:    9780/10000 (97.80%), error:       910.96149, best error:       717.68372 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 167.4358520508s, input_fired_time: 2.1689732075, output_fired_time: 1.9624922276, propagate_forward_time: 62.9343338013, propagate_backward_time: 96.6673660278, weight_update_time: 0.1714602113, other_time: 3.7026824951
epoch time: 13.7503452301s, input_fired_time: 0.2816076279, output_fired_time: 0.0000000000, propagate_forward_time: 12.7910737991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6776638031
validation[          , genome  6354] predictions:    9778/  10000 (97.78%), best:    9780/10000 (97.80%), error:       748.60614, best error:       717.68372 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 166.0064849854s, input_fired_time: 2.0884509087, output_fired_time: 1.9634555578, propagate_forward_time: 62.3512802124, propagate_backward_time: 95.9619369507, weight_update_time: 0.1712615341, other_time: 3.6413574219
epoch time: 13.7330856323s, input_fired_time: 0.2644285262, output_fired_time: 0.0000000000, propagate_forward_time: 12.7686042786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000532150
validation[          , genome  6354] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       824.28284, best error:       717.68372 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 166.5743560791s, input_fired_time: 2.1143748760, output_fired_time: 1.9562579393, propagate_forward_time: 62.7270584106, propagate_backward_time: 96.0518646240, weight_update_time: 0.1717341095, other_time: 3.7248001099
epoch time: 12.9637184143s, input_fired_time: 0.2593847811, output_fired_time: 0.0000000000, propagate_forward_time: 12.0437135696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606197357
validation[          , genome  6354] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       753.28271, best error:       717.68372 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 165.2632141113s, input_fired_time: 2.0858681202, output_fired_time: 1.9425625801, propagate_forward_time: 62.2432746887, propagate_backward_time: 95.3177642822, weight_update_time: 0.1721980274, other_time: 3.6737518311
epoch time: 13.6843147278s, input_fired_time: 0.2648012936, output_fired_time: 0.0000000000, propagate_forward_time: 12.7415523529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779613495
validation[          , genome  6354] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       794.34015, best error:       717.68372 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 167.6714935303s, input_fired_time: 2.1644358635, output_fired_time: 1.9982467890, propagate_forward_time: 63.0755424500, propagate_backward_time: 96.7663574219, weight_update_time: 0.1735271662, other_time: 3.6669158936
epoch time: 13.5818319321s, input_fired_time: 0.2677237988, output_fired_time: 0.0000000000, propagate_forward_time: 12.6448917389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692161560
validation[          , genome  6354] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       821.21478, best error:       717.68372 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 165.5694274902s, input_fired_time: 2.0855967999, output_fired_time: 1.9438061714, propagate_forward_time: 62.4374771118, propagate_backward_time: 95.4548492432, weight_update_time: 0.1696917266, other_time: 3.6476974487
epoch time: 13.5452919006s, input_fired_time: 0.2705223262, output_fired_time: 0.0000000000, propagate_forward_time: 12.5979375839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768321991
validation[          , genome  6354] predictions:    9765/  10000 (97.65%), best:    9780/10000 (97.80%), error:       771.60065, best error:       717.68372 on epoch:    86, 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: 66.9569396973s, input_fired_time: 1.3334974051, output_fired_time: 0.0000000000, propagate_forward_time: 62.2030830383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4203605652
best training[          , genome  6354] predictions:   49649/  50000 (99.30%), best:    9780/10000 (97.80%), error:      1460.92017, best error:       717.68372 on epoch:    86, 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: 13.4833230972s, input_fired_time: 0.2607421279, output_fired_time: 0.0000000000, propagate_forward_time: 12.5565443039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6660366058
   testing[          , genome  6354] predictions:    9802/  10000 (98.02%), best:    9780/10000 (97.80%), error:       692.40240, best error:       717.68372 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:31:47 (3272): called boinc_finish(0)

</stderr_txt>
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