Nameexact_genome_1509704703_29_13995_2
Workunit2355298
Created7 Dec 2017, 20:05:53 UTC
Sent7 Dec 2017, 20:12:32 UTC
Report deadline6 Jan 2018, 2:01:17 UTC
Received9 Dec 2017, 20:13:19 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time17 hours 10 min 41 sec
CPU time17 hours 5 min 1 sec
Validate stateValid
Credit7,310.55
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size181.38 MB
Peak swap size186.36 MB
Peak disk usage7.23 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
426879883
epoch time: 45.4916000366s, input_fired_time: 1.6003937721, output_fired_time: 0.0000000000, propagate_forward_time: 41.6789932251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2122116089
validation[          , genome 13995] predictions:    9773/  10000 (97.73%), best:    9825/10000 (98.25%), error:       682.73792, best error:       563.56036 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 557.3699340820s, input_fired_time: 12.7170419693, output_fired_time: 13.4735975266, propagate_forward_time: 205.7247314453, propagate_backward_time: 313.3594360352, weight_update_time: 0.7841582894, other_time: 12.0951538086
epoch time: 45.6641921997s, input_fired_time: 1.5862030983, output_fired_time: 0.0000000000, propagate_forward_time: 41.9224433899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1555442810
validation[          , genome 13995] predictions:    9811/  10000 (98.11%), best:    9825/10000 (98.25%), error:       592.35657, best error:       563.56036 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 563.0026245117s, input_fired_time: 12.8409595490, output_fired_time: 13.5525455475, propagate_forward_time: 208.7742462158, propagate_backward_time: 315.8054199219, weight_update_time: 0.7908510566, other_time: 12.0294799805
epoch time: 45.5031166077s, input_fired_time: 1.5816152096, output_fired_time: 0.0000000000, propagate_forward_time: 41.6758079529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2456932068
validation[          , genome 13995] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       524.11365, best error:       524.11365 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 560.3419189453s, input_fired_time: 12.8140163422, output_fired_time: 13.5312194824, propagate_forward_time: 207.2007293701, propagate_backward_time: 314.6793823242, weight_update_time: 0.7885013223, other_time: 12.1165771484
epoch time: 44.8392448425s, input_fired_time: 1.5720721483, output_fired_time: 0.0000000000, propagate_forward_time: 41.1167869568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1503868103
validation[          , genome 13995] predictions:    9825/  10000 (98.25%), best:    9825/10000 (98.25%), error:       521.27454, best error:       521.27454 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 562.9219360352s, input_fired_time: 12.8350744247, output_fired_time: 13.5900487900, propagate_forward_time: 208.6367645264, propagate_backward_time: 315.8732604980, weight_update_time: 0.7897597551, other_time: 11.9867858887
epoch time: 44.9442939758s, input_fired_time: 1.5768816471, output_fired_time: 0.0000000000, propagate_forward_time: 41.0675048828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2999076843
validation[          , genome 13995] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       520.25525, best error:       520.25525 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 560.9102172852s, input_fired_time: 12.7857742310, output_fired_time: 13.5259275436, propagate_forward_time: 207.6949005127, propagate_backward_time: 314.9321289063, weight_update_time: 0.7895925045, other_time: 11.9714965820
epoch time: 44.8628540039s, input_fired_time: 1.5775582790, output_fired_time: 0.0000000000, propagate_forward_time: 40.9887886047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2965087891
validation[          , genome 13995] predictions:    9812/  10000 (98.12%), best:    9837/10000 (98.37%), error:       595.82037, best error:       520.25525 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 563.6691284180s, input_fired_time: 12.8539524078, output_fired_time: 13.5871591568, propagate_forward_time: 209.3682403564, propagate_backward_time: 315.8576354980, weight_update_time: 0.7935727835, other_time: 12.0021667480
epoch time: 45.7075805664s, input_fired_time: 1.5806655884, output_fired_time: 0.0000000000, propagate_forward_time: 41.9345016479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1924133301
validation[          , genome 13995] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       470.73373, best error:       470.73373 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 560.4600219727s, input_fired_time: 12.7944650650, output_fired_time: 13.5237064362, propagate_forward_time: 207.4998931885, propagate_backward_time: 314.6860961914, weight_update_time: 0.7862453461, other_time: 11.9558715820
epoch time: 46.1257934570s, input_fired_time: 1.6072628498, output_fired_time: 0.0000000000, propagate_forward_time: 42.3154182434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2031135559
validation[          , genome 13995] predictions:    9833/  10000 (98.33%), best:    9860/10000 (98.60%), error:       480.05161, best error:       470.73373 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 563.6433715820s, input_fired_time: 12.8424921036, output_fired_time: 13.5738506317, propagate_forward_time: 209.2899780273, propagate_backward_time: 316.1202392578, weight_update_time: 0.7886880636, other_time: 11.8168334961
epoch time: 44.9598960876s, input_fired_time: 1.5736331940, output_fired_time: 0.0000000000, propagate_forward_time: 41.1658401489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2204208374
validation[          , genome 13995] predictions:    9853/  10000 (98.53%), best:    9860/10000 (98.60%), error:       527.26630, best error:       470.73373 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 558.0468139648s, input_fired_time: 12.7654905319, output_fired_time: 13.4866580963, propagate_forward_time: 206.2200012207, propagate_backward_time: 313.4223632813, weight_update_time: 0.7874239087, other_time: 12.1523132324
epoch time: 46.4767684937s, input_fired_time: 1.6037031412, output_fired_time: 0.0000000000, propagate_forward_time: 42.6814765930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1915893555
validation[          , genome 13995] predictions:    9841/  10000 (98.41%), best:    9860/10000 (98.60%), error:       511.10046, best error:       470.73373 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 560.5780029297s, input_fired_time: 12.8351316452, output_fired_time: 13.5447273254, propagate_forward_time: 207.7700347900, propagate_backward_time: 314.3653564453, weight_update_time: 0.7951852679, other_time: 12.0627441406
epoch time: 45.4201431274s, input_fired_time: 1.5777449608, output_fired_time: 0.0000000000, propagate_forward_time: 41.7082099915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1341896057
validation[          , genome 13995] predictions:    9813/  10000 (98.13%), best:    9860/10000 (98.60%), error:       635.79785, best error:       470.73373 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 560.4307861328s, input_fired_time: 12.8311424255, output_fired_time: 13.5354356766, propagate_forward_time: 207.6246032715, propagate_backward_time: 314.2721557617, weight_update_time: 0.7939264774, other_time: 12.1674499512
epoch time: 45.9962005615s, input_fired_time: 1.6053910255, output_fired_time: 0.0000000000, propagate_forward_time: 42.1841049194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2067031860
validation[          , genome 13995] predictions:    9818/  10000 (98.18%), best:    9860/10000 (98.60%), error:       593.18689, best error:       470.73373 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 565.0972900391s, input_fired_time: 12.8821077347, output_fired_time: 13.6075077057, propagate_forward_time: 209.8435363770, propagate_backward_time: 316.8877868652, weight_update_time: 0.7904175520, other_time: 11.8764038086
epoch time: 45.7436714172s, input_fired_time: 1.5959743261, output_fired_time: 0.0000000000, propagate_forward_time: 41.9510917664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1966056824
validation[          , genome 13995] predictions:    9844/  10000 (98.44%), best:    9860/10000 (98.60%), error:       510.04739, best error:       470.73373 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 558.2917480469s, input_fired_time: 12.7973890305, output_fired_time: 13.5201940536, propagate_forward_time: 206.0340728760, propagate_backward_time: 313.6942749023, weight_update_time: 0.7845566273, other_time: 12.2458496094
epoch time: 45.6672859192s, input_fired_time: 1.5859974623, output_fired_time: 0.0000000000, propagate_forward_time: 41.9116401672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1696472168
validation[          , genome 13995] predictions:    9854/  10000 (98.54%), best:    9860/10000 (98.60%), error:       478.20126, best error:       470.73373 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 562.0885620117s, input_fired_time: 12.8599405289, output_fired_time: 13.5657138824, propagate_forward_time: 207.9230194092, propagate_backward_time: 315.4779663086, weight_update_time: 0.7982895374, other_time: 12.2619018555
epoch time: 44.7648696899s, input_fired_time: 1.5875881910, output_fired_time: 0.0000000000, propagate_forward_time: 40.8981552124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2791252136
validation[          , genome 13995] predictions:    9831/  10000 (98.31%), best:    9860/10000 (98.60%), error:       552.65326, best error:       470.73373 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 563.7796630859s, input_fired_time: 12.9358024597, output_fired_time: 13.5948705673, propagate_forward_time: 209.0750274658, propagate_backward_time: 316.1118164063, weight_update_time: 0.7894843817, other_time: 12.0621948242
epoch time: 45.7359542847s, input_fired_time: 1.5969036818, output_fired_time: 0.0000000000, propagate_forward_time: 41.9522933960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1867561340
validation[          , genome 13995] predictions:    9824/  10000 (98.24%), best:    9860/10000 (98.60%), error:       573.98999, best error:       470.73373 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 562.8406982422s, input_fired_time: 12.9026641846, output_fired_time: 13.5684909821, propagate_forward_time: 208.5877990723, propagate_backward_time: 315.6354675293, weight_update_time: 0.7908723950, other_time: 12.1463012695
epoch time: 46.1006393433s, input_fired_time: 1.6035336256, output_fired_time: 0.0000000000, propagate_forward_time: 42.3031120300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1939926147
validation[          , genome 13995] predictions:    9839/  10000 (98.39%), best:    9860/10000 (98.60%), error:       486.19104, best error:       470.73373 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 561.8477783203s, input_fired_time: 12.8324851990, output_fired_time: 13.5564546585, propagate_forward_time: 208.2499237061, propagate_backward_time: 315.0776062012, weight_update_time: 0.7882305384, other_time: 12.1313171387
epoch time: 46.1896400452s, input_fired_time: 1.6070083380, output_fired_time: 0.0000000000, propagate_forward_time: 42.4141082764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1685218811
validation[          , genome 13995] predictions:    9822/  10000 (98.22%), best:    9860/10000 (98.60%), error:       553.44574, best error:       470.73373 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 562.8176879883s, input_fired_time: 12.8847799301, output_fired_time: 13.5942211151, propagate_forward_time: 208.1784515381, propagate_backward_time: 316.0934753418, weight_update_time: 0.7860846519, other_time: 12.0667419434
epoch time: 45.2079200745s, input_fired_time: 1.5900141001, output_fired_time: 0.0000000000, propagate_forward_time: 41.3851814270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2327232361
validation[          , genome 13995] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       454.30768, best error:       454.30768 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 561.4713745117s, input_fired_time: 12.8410043716, output_fired_time: 13.5407371521, propagate_forward_time: 207.9496612549, propagate_backward_time: 315.1637878418, weight_update_time: 0.7874472141, other_time: 11.9762268066
epoch time: 45.8301544189s, input_fired_time: 1.6128860712, output_fired_time: 0.0000000000, propagate_forward_time: 41.9588012695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2584686279
validation[          , genome 13995] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       452.90149, best error:       452.90149 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 551.8697509766s, input_fired_time: 12.7151632309, output_fired_time: 13.2935762405, propagate_forward_time: 204.3220520020, propagate_backward_time: 309.6420593262, weight_update_time: 0.7682142258, other_time: 11.8969116211
epoch time: 45.9155731201s, input_fired_time: 1.5977433920, output_fired_time: 0.0000000000, propagate_forward_time: 42.2087783813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1090507507
validation[          , genome 13995] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       443.13455, best error:       443.13455 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 563.8433837891s, input_fired_time: 12.9033851624, output_fired_time: 13.6054334641, propagate_forward_time: 209.0038452148, propagate_backward_time: 316.1679077148, weight_update_time: 0.7991557121, other_time: 12.1628417969
epoch time: 46.6714859009s, input_fired_time: 1.6346329451, output_fired_time: 0.0000000000, propagate_forward_time: 42.8527984619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1840553284
validation[          , genome 13995] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       415.70575, best error:       415.70575 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 563.5353393555s, input_fired_time: 12.8593845367, output_fired_time: 13.5740509033, propagate_forward_time: 209.4704589844, propagate_backward_time: 315.7804260254, weight_update_time: 0.7941207886, other_time: 11.8510437012
epoch time: 46.4327316284s, input_fired_time: 1.6135874987, output_fired_time: 0.0000000000, propagate_forward_time: 42.6721534729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1469917297
validation[          , genome 13995] predictions:    9877/  10000 (98.77%), best:    9867/10000 (98.67%), error:       431.63657, best error:       415.70575 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 566.6541137695s, input_fired_time: 12.9649696350, output_fired_time: 13.6510581970, propagate_forward_time: 210.4298248291, propagate_backward_time: 317.5677185059, weight_update_time: 0.7976166010, other_time: 12.0405578613
epoch time: 45.6273956299s, input_fired_time: 1.5955604315, output_fired_time: 0.0000000000, propagate_forward_time: 41.9161033630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1157302856
validation[          , genome 13995] predictions:    9846/  10000 (98.46%), best:    9867/10000 (98.67%), error:       486.04614, best error:       415.70575 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 559.9657592773s, input_fired_time: 12.9050407410, output_fired_time: 13.5633859634, propagate_forward_time: 206.5826721191, propagate_backward_time: 314.5337219238, weight_update_time: 0.7897573113, other_time: 12.3809204102
epoch time: 46.2400817871s, input_fired_time: 1.6140071154, output_fired_time: 0.0000000000, propagate_forward_time: 42.4659385681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1601371765
validation[          , genome 13995] predictions:    9878/  10000 (98.78%), best:    9867/10000 (98.67%), error:       456.89780, best error:       415.70575 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 563.9424438477s, input_fired_time: 12.8816347122, output_fired_time: 13.5871114731, propagate_forward_time: 209.2998352051, propagate_backward_time: 316.2212829590, weight_update_time: 0.7938008308, other_time: 11.9525756836
epoch time: 44.3423500061s, input_fired_time: 1.5725253820, output_fired_time: 0.0000000000, propagate_forward_time: 40.5674896240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2023353577
validation[          , genome 13995] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       402.57846, best error:       402.57846 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 564.1591186523s, input_fired_time: 12.8726940155, output_fired_time: 13.5729694366, propagate_forward_time: 209.4646148682, propagate_backward_time: 316.3981018066, weight_update_time: 0.7816193700, other_time: 11.8507385254
epoch time: 45.4469985962s, input_fired_time: 1.5798288584, output_fired_time: 0.0000000000, propagate_forward_time: 41.7068061829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1603622437
validation[          , genome 13995] predictions:    9857/  10000 (98.57%), best:    9877/10000 (98.77%), error:       470.11258, best error:       402.57846 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 564.0034790039s, input_fired_time: 12.8828220367, output_fired_time: 13.5815324783, propagate_forward_time: 209.2410888672, propagate_backward_time: 316.2800292969, weight_update_time: 0.7945227623, other_time: 12.0180053711
epoch time: 45.3485336304s, input_fired_time: 1.6026134491, output_fired_time: 0.0000000000, propagate_forward_time: 41.5360069275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2099113464
validation[          , genome 13995] predictions:    9875/  10000 (98.75%), best:    9877/10000 (98.77%), error:       403.80695, best error:       402.57846 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 561.1964111328s, input_fired_time: 12.8430948257, output_fired_time: 13.5833654404, propagate_forward_time: 207.4885711670, propagate_backward_time: 315.1358032227, weight_update_time: 0.7918266058, other_time: 12.1455688477
epoch time: 44.3919448853s, input_fired_time: 1.5520645380, output_fired_time: 0.0000000000, propagate_forward_time: 40.6855239868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1543579102
validation[          , genome 13995] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       407.76642, best error:       402.57846 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 560.8390502930s, input_fired_time: 12.8533878326, output_fired_time: 13.5549354553, propagate_forward_time: 207.5081024170, propagate_backward_time: 314.8392639160, weight_update_time: 0.7884712815, other_time: 12.0833435059
epoch time: 43.5969123840s, input_fired_time: 1.5784178972, output_fired_time: 0.0000000000, propagate_forward_time: 39.7004203796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3180732727
validation[          , genome 13995] predictions:    9874/  10000 (98.74%), best:    9877/10000 (98.77%), error:       462.30249, best error:       402.57846 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 560.4176635742s, input_fired_time: 12.8422040939, output_fired_time: 13.5335340500, propagate_forward_time: 207.3140563965, propagate_backward_time: 314.6634826660, weight_update_time: 0.7904769778, other_time: 12.0643920898
epoch time: 45.3052253723s, input_fired_time: 1.5980720520, output_fired_time: 0.0000000000, propagate_forward_time: 41.4671554565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2399978638
validation[          , genome 13995] predictions:    9847/  10000 (98.47%), best:    9877/10000 (98.77%), error:       441.11334, best error:       402.57846 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 562.1026000977s, input_fired_time: 12.8945951462, output_fired_time: 13.5572652817, propagate_forward_time: 208.1914062500, propagate_backward_time: 315.4801025391, weight_update_time: 0.7924904227, other_time: 11.9792480469
epoch time: 45.9695472717s, input_fired_time: 1.6067248583, output_fired_time: 0.0000000000, propagate_forward_time: 42.2009468079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1618766785
validation[          , genome 13995] predictions:    9828/  10000 (98.28%), best:    9877/10000 (98.77%), error:       525.53662, best error:       402.57846 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 563.3862915039s, input_fired_time: 12.9461793900, output_fired_time: 13.5939102173, propagate_forward_time: 208.5951538086, propagate_backward_time: 316.0185241699, weight_update_time: 0.8024957180, other_time: 12.2325134277
epoch time: 45.1705856323s, input_fired_time: 1.5913784504, output_fired_time: 0.0000000000, propagate_forward_time: 41.3530158997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2261924744
validation[          , genome 13995] predictions:    9876/  10000 (98.76%), best:    9877/10000 (98.77%), error:       442.37979, best error:       402.57846 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 562.2434082031s, input_fired_time: 12.8751401901, output_fired_time: 13.5770721436, propagate_forward_time: 208.2440643311, propagate_backward_time: 315.4664916992, weight_update_time: 0.7849032283, other_time: 12.0806274414
epoch time: 45.8632125854s, input_fired_time: 1.6072479486, output_fired_time: 0.0000000000, propagate_forward_time: 42.0442199707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2117462158
validation[          , genome 13995] predictions:    9872/  10000 (98.72%), best:    9877/10000 (98.77%), error:       420.33597, best error:       402.57846 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 561.0753784180s, input_fired_time: 12.8673963547, output_fired_time: 13.5337705612, propagate_forward_time: 207.7630462646, propagate_backward_time: 314.8161926270, weight_update_time: 0.7936101556, other_time: 12.0950012207
epoch time: 43.6267280579s, input_fired_time: 1.5701545477, output_fired_time: 0.0000000000, propagate_forward_time: 39.8225479126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2340240479
validation[          , genome 13995] predictions:    9830/  10000 (98.30%), best:    9877/10000 (98.77%), error:       553.02686, best error:       402.57846 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 561.5822753906s, input_fired_time: 12.8799448013, output_fired_time: 13.5482864380, propagate_forward_time: 207.8628692627, propagate_backward_time: 315.3242797852, weight_update_time: 0.7840166688, other_time: 11.9669189453
epoch time: 46.5707588196s, input_fired_time: 1.6620904207, output_fired_time: 0.0000000000, propagate_forward_time: 42.6714477539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2372207642
validation[          , genome 13995] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       457.30014, best error:       402.57846 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 562.9423828125s, input_fired_time: 12.8602485657, output_fired_time: 13.5577869415, propagate_forward_time: 208.9739990234, propagate_backward_time: 315.6694641113, weight_update_time: 0.7884077430, other_time: 11.8808898926
epoch time: 43.7928123474s, input_fired_time: 1.5693413019, output_fired_time: 0.0000000000, propagate_forward_time: 39.9481582642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2753143311
validation[          , genome 13995] predictions:    9864/  10000 (98.64%), best:    9877/10000 (98.77%), error:       442.58798, best error:       402.57846 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 566.2673950195s, input_fired_time: 12.9649162292, output_fired_time: 13.6260871887, propagate_forward_time: 210.4953155518, propagate_backward_time: 317.2058410645, weight_update_time: 0.7974044085, other_time: 11.9752502441
epoch time: 45.6459617615s, input_fired_time: 1.6144268513, output_fired_time: 0.0000000000, propagate_forward_time: 41.8411521912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1903839111
validation[          , genome 13995] predictions:    9853/  10000 (98.53%), best:    9877/10000 (98.77%), error:       446.42905, best error:       402.57846 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 562.5703735352s, input_fired_time: 12.9057865143, output_fired_time: 13.5500717163, propagate_forward_time: 208.6625061035, propagate_backward_time: 315.4522094727, weight_update_time: 0.7928231359, other_time: 11.9998474121
epoch time: 44.9331245422s, input_fired_time: 1.5844522715, output_fired_time: 0.0000000000, propagate_forward_time: 41.1645812988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1840896606
validation[          , genome 13995] predictions:    9852/  10000 (98.52%), best:    9877/10000 (98.77%), error:       460.73068, best error:       402.57846 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 560.5160522461s, input_fired_time: 12.8796710968, output_fired_time: 13.5188846588, propagate_forward_time: 207.3067779541, propagate_backward_time: 314.6167907715, weight_update_time: 0.7922784686, other_time: 12.1939392090
epoch time: 44.4927673340s, input_fired_time: 1.6041288376, output_fired_time: 0.0000000000, propagate_forward_time: 40.5538864136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3347511292
validation[          , genome 13995] predictions:    9869/  10000 (98.69%), best:    9877/10000 (98.77%), error:       435.04568, best error:       402.57846 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 559.3287963867s, input_fired_time: 12.8553733826, output_fired_time: 13.5095014572, propagate_forward_time: 207.0995941162, propagate_backward_time: 313.8370361328, weight_update_time: 0.7872494459, other_time: 12.0272827148
epoch time: 44.2687492371s, input_fired_time: 1.6030232906, output_fired_time: 0.0000000000, propagate_forward_time: 40.4119606018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2537651062
validation[          , genome 13995] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       491.58780, best error:       402.57846 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 563.6964721680s, input_fired_time: 12.9294033051, output_fired_time: 13.5887737274, propagate_forward_time: 209.1964569092, propagate_backward_time: 315.9779052734, weight_update_time: 0.7946105599, other_time: 12.0039672852
epoch time: 45.6581268311s, input_fired_time: 1.5984656811, output_fired_time: 0.0000000000, propagate_forward_time: 41.8651657104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1944961548
validation[          , genome 13995] predictions:    9870/  10000 (98.70%), best:    9877/10000 (98.77%), error:       443.15146, best error:       402.57846 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 560.4395751953s, input_fired_time: 12.9213151932, output_fired_time: 13.5181150436, propagate_forward_time: 207.4384307861, propagate_backward_time: 314.5000305176, weight_update_time: 0.7897040248, other_time: 12.0616760254
epoch time: 45.4746704102s, input_fired_time: 1.6005009413, output_fired_time: 0.0000000000, propagate_forward_time: 41.6666946411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2074737549
validation[          , genome 13995] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       387.93152, best error:       387.93152 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 564.4125366211s, input_fired_time: 12.9235191345, output_fired_time: 13.6044216156, propagate_forward_time: 209.5696716309, propagate_backward_time: 316.4301757813, weight_update_time: 0.7872754931, other_time: 11.8847351074
epoch time: 45.5221900940s, input_fired_time: 1.6195688248, output_fired_time: 0.0000000000, propagate_forward_time: 41.6078224182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2947998047
validation[          , genome 13995] predictions:    9875/  10000 (98.75%), best:    9883/10000 (98.83%), error:       409.11880, best error:       387.93152 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 564.0862426758s, input_fired_time: 12.9447698593, output_fired_time: 13.5657377243, propagate_forward_time: 209.4050750732, propagate_backward_time: 316.2141418457, weight_update_time: 0.7897765040, other_time: 11.9565124512
epoch time: 44.0263557434s, input_fired_time: 1.5810910463, output_fired_time: 0.0000000000, propagate_forward_time: 40.0887794495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3564834595
validation[          , genome 13995] predictions:    9871/  10000 (98.71%), best:    9883/10000 (98.83%), error:       407.15784, best error:       387.93152 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 566.6034545898s, input_fired_time: 12.9437417984, output_fired_time: 13.6308469772, propagate_forward_time: 210.4132995605, propagate_backward_time: 317.7396240234, weight_update_time: 0.7936952114, other_time: 11.8759460449
epoch time: 44.9064598083s, input_fired_time: 1.5924735069, output_fired_time: 0.0000000000, propagate_forward_time: 41.1383514404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1756362915
validation[          , genome 13995] predictions:    9877/  10000 (98.77%), best:    9883/10000 (98.83%), error:       397.00681, best error:       387.93152 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 561.3392333984s, input_fired_time: 12.8660478592, output_fired_time: 13.5348968506, propagate_forward_time: 208.0936126709, propagate_backward_time: 314.8683166504, weight_update_time: 0.7854539752, other_time: 11.9763488770
epoch time: 45.6536788940s, input_fired_time: 1.5937054157, output_fired_time: 0.0000000000, propagate_forward_time: 41.9531669617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1068077087
validation[          , genome 13995] predictions:    9879/  10000 (98.79%), best:    9883/10000 (98.83%), error:       398.40717, best error:       387.93152 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 561.6788940430s, input_fired_time: 12.8898305893, output_fired_time: 13.5776052475, propagate_forward_time: 208.2144165039, propagate_backward_time: 314.9851684570, weight_update_time: 0.7971288562, other_time: 12.0119018555
epoch time: 45.5382194519s, input_fired_time: 1.6112282276, output_fired_time: 0.0000000000, propagate_forward_time: 41.7497215271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1772689819
validation[          , genome 13995] predictions:    9855/  10000 (98.55%), best:    9883/10000 (98.83%), error:       466.73358, best error:       387.93152 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 563.4526367188s, input_fired_time: 12.9398946762, output_fired_time: 13.5492944717, propagate_forward_time: 208.9346771240, propagate_backward_time: 316.0628662109, weight_update_time: 0.7861438394, other_time: 11.9658813477
epoch time: 45.9365348816s, input_fired_time: 1.6171571016, output_fired_time: 0.0000000000, propagate_forward_time: 42.1850585938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1343193054
validation[          , genome 13995] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       440.35739, best error:       387.93152 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 563.2001342773s, input_fired_time: 12.9462900162, output_fired_time: 13.5721282959, propagate_forward_time: 208.6426086426, propagate_backward_time: 315.8869323730, weight_update_time: 0.7991524339, other_time: 12.1521606445
epoch time: 46.6363792419s, input_fired_time: 1.6147712469, output_fired_time: 0.0000000000, propagate_forward_time: 42.8545799255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1670265198
validation[          , genome 13995] predictions:    9855/  10000 (98.55%), best:    9883/10000 (98.83%), error:       479.73050, best error:       387.93152 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 566.6248779297s, input_fired_time: 12.9483947754, output_fired_time: 13.5971231461, propagate_forward_time: 210.7694396973, propagate_backward_time: 317.4945373535, weight_update_time: 0.7939127088, other_time: 11.8154296875
epoch time: 45.7824668884s, input_fired_time: 1.6008236408, output_fired_time: 0.0000000000, propagate_forward_time: 42.0694389343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1122055054
validation[          , genome 13995] predictions:    9863/  10000 (98.63%), best:    9883/10000 (98.83%), error:       448.16345, best error:       387.93152 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 563.5062866211s, input_fired_time: 12.9234609604, output_fired_time: 13.5519037247, propagate_forward_time: 209.1942901611, propagate_backward_time: 315.9478759766, weight_update_time: 0.7901130915, other_time: 11.8887939453
epoch time: 45.6106529236s, input_fired_time: 1.6115736961, output_fired_time: 0.0000000000, propagate_forward_time: 41.7911567688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2079238892
validation[          , genome 13995] predictions:    9878/  10000 (98.78%), best:    9883/10000 (98.83%), error:       405.34683, best error:       387.93152 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 562.5651245117s, input_fired_time: 12.9491748810, output_fired_time: 13.5859041214, propagate_forward_time: 208.3686065674, propagate_backward_time: 315.6185302734, weight_update_time: 0.7912480831, other_time: 12.0429687500
epoch time: 44.5640373230s, input_fired_time: 1.5921667814, output_fired_time: 0.0000000000, propagate_forward_time: 40.7732238770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1986465454
validation[          , genome 13995] predictions:    9856/  10000 (98.56%), best:    9883/10000 (98.83%), error:       426.98792, best error:       387.93152 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 563.8069458008s, input_fired_time: 12.9574289322, output_fired_time: 13.6071968079, propagate_forward_time: 209.0123291016, propagate_backward_time: 316.1177368164, weight_update_time: 0.7978622317, other_time: 12.1122436523
epoch time: 44.3756370544s, input_fired_time: 1.6019356251, output_fired_time: 0.0000000000, propagate_forward_time: 40.5135879517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2601127625
validation[          , genome 13995] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       376.75613, best error:       376.75613 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 559.3997802734s, input_fired_time: 12.8575258255, output_fired_time: 13.5259160995, propagate_forward_time: 206.6172943115, propagate_backward_time: 314.4121398926, weight_update_time: 0.7861277461, other_time: 11.9868469238
epoch time: 46.1666603088s, input_fired_time: 1.6187225580, output_fired_time: 0.0000000000, propagate_forward_time: 42.3263359070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2216033936
validation[          , genome 13995] predictions:    9880/  10000 (98.80%), best:    9887/10000 (98.87%), error:       393.82104, best error:       376.75613 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 562.7689819336s, input_fired_time: 12.9687461853, output_fired_time: 13.5312976837, propagate_forward_time: 208.5315399170, propagate_backward_time: 315.6697387695, weight_update_time: 0.7958488464, other_time: 12.0676269531
epoch time: 45.4330863953s, input_fired_time: 1.6090939045, output_fired_time: 0.0000000000, propagate_forward_time: 41.6403541565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1836395264
validation[          , genome 13995] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       364.54224, best error:       364.54224 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 565.6427001953s, input_fired_time: 13.0253257751, output_fired_time: 13.6230516434, propagate_forward_time: 209.9777832031, propagate_backward_time: 317.0774841309, weight_update_time: 0.7907282114, other_time: 11.9390563965
epoch time: 45.7506561279s, input_fired_time: 1.6217224598, output_fired_time: 0.0000000000, propagate_forward_time: 41.9504699707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1784629822
validation[          , genome 13995] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       413.57306, best error:       364.54224 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 561.5637207031s, input_fired_time: 12.9243412018, output_fired_time: 13.5450401306, propagate_forward_time: 208.3222351074, propagate_backward_time: 314.7849426270, weight_update_time: 0.7893378139, other_time: 11.9871826172
epoch time: 46.2859992981s, input_fired_time: 1.6299711466, output_fired_time: 0.0000000000, propagate_forward_time: 42.4624328613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1935958862
validation[          , genome 13995] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       426.13922, best error:       364.54224 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 564.3058471680s, input_fired_time: 12.9653415680, output_fired_time: 13.5969085693, propagate_forward_time: 209.3387298584, propagate_backward_time: 316.3812255859, weight_update_time: 0.7944755554, other_time: 12.0236206055
epoch time: 46.2835083008s, input_fired_time: 1.6343914270, output_fired_time: 0.0000000000, propagate_forward_time: 42.4315071106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2176094055
validation[          , genome 13995] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       376.73822, best error:       364.54224 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 559.2478637695s, input_fired_time: 12.8918838501, output_fired_time: 13.5329723358, propagate_forward_time: 206.6522216797, propagate_backward_time: 314.1970214844, weight_update_time: 0.7857936025, other_time: 11.9737548828
epoch time: 45.4976272583s, input_fired_time: 1.6039587259, output_fired_time: 0.0000000000, propagate_forward_time: 41.7096710205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1839981079
validation[          , genome 13995] predictions:    9885/  10000 (98.85%), best:    9890/10000 (98.90%), error:       388.20975, best error:       364.54224 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 564.0667724609s, input_fired_time: 12.9777355194, output_fired_time: 13.6376295090, propagate_forward_time: 208.7345123291, propagate_backward_time: 316.5498046875, weight_update_time: 0.7957478762, other_time: 12.1671142578
epoch time: 46.0497055054s, input_fired_time: 1.6207585335, output_fired_time: 0.0000000000, propagate_forward_time: 42.1975135803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2314338684
validation[          , genome 13995] predictions:    9887/  10000 (98.87%), best:    9890/10000 (98.90%), error:       381.67874, best error:       364.54224 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 562.7349853516s, input_fired_time: 12.9416818619, output_fired_time: 13.6022243500, propagate_forward_time: 208.4893035889, propagate_backward_time: 315.5809326172, weight_update_time: 0.8017898798, other_time: 12.1207885742
epoch time: 46.2511596680s, input_fired_time: 1.6600409746, output_fired_time: 0.0000000000, propagate_forward_time: 42.3241767883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2669410706
validation[          , genome 13995] predictions:    9872/  10000 (98.72%), best:    9890/10000 (98.90%), error:       413.47275, best error:       364.54224 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 563.5098876953s, input_fired_time: 12.9133081436, output_fired_time: 13.5501241684, propagate_forward_time: 209.4030303955, propagate_backward_time: 315.8699951172, weight_update_time: 0.7816592455, other_time: 11.7734375000
epoch time: 45.3851776123s, input_fired_time: 1.6012953520, output_fired_time: 0.0000000000, propagate_forward_time: 41.6877670288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0961151123
validation[          , genome 13995] predictions:    9877/  10000 (98.77%), best:    9890/10000 (98.90%), error:       403.04077, best error:       364.54224 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 559.2457885742s, input_fired_time: 12.9257164001, output_fired_time: 13.5517988205, propagate_forward_time: 206.6017303467, propagate_backward_time: 314.0283203125, weight_update_time: 0.7911508679, other_time: 12.1381835938
epoch time: 46.0073661804s, input_fired_time: 1.6219564676, output_fired_time: 0.0000000000, propagate_forward_time: 42.1830978394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2023124695
validation[          , genome 13995] predictions:    9891/  10000 (98.91%), best:    9890/10000 (98.90%), error:       384.74863, best error:       364.54224 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 564.8046875000s, input_fired_time: 12.9583168030, output_fired_time: 13.5536203384, propagate_forward_time: 209.8609161377, propagate_backward_time: 316.7468261719, weight_update_time: 0.7829486132, other_time: 11.6849975586
epoch time: 45.7528114319s, input_fired_time: 1.6002317667, output_fired_time: 0.0000000000, propagate_forward_time: 42.0143013000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1382789612
validation[          , genome 13995] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       387.79462, best error:       364.54224 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 564.6551513672s, input_fired_time: 12.9952411652, output_fired_time: 13.6541337967, propagate_forward_time: 208.9224243164, propagate_backward_time: 317.1416931152, weight_update_time: 0.7962386608, other_time: 11.9416809082
epoch time: 45.1133346558s, input_fired_time: 1.6131587029, output_fired_time: 0.0000000000, propagate_forward_time: 41.3646888733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1354866028
validation[          , genome 13995] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       388.90411, best error:       364.54224 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 563.4519042969s, input_fired_time: 12.9512844086, output_fired_time: 13.5709772110, propagate_forward_time: 208.7259063721, propagate_backward_time: 316.1545104980, weight_update_time: 0.7936460376, other_time: 12.0492248535
epoch time: 46.0341606140s, input_fired_time: 1.6356695890, output_fired_time: 0.0000000000, propagate_forward_time: 42.1628227234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2356681824
validation[          , genome 13995] predictions:    9878/  10000 (98.78%), best:    9890/10000 (98.90%), error:       382.99927, best error:       364.54224 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 560.9347534180s, input_fired_time: 12.9449644089, output_fired_time: 13.5655460358, propagate_forward_time: 207.5547180176, propagate_backward_time: 314.7586364746, weight_update_time: 0.7962832451, other_time: 12.1109008789
epoch time: 45.8481025696s, input_fired_time: 1.6286025047, output_fired_time: 0.0000000000, propagate_forward_time: 41.9624290466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2570724487
validation[          , genome 13995] predictions:    9867/  10000 (98.67%), best:    9890/10000 (98.90%), error:       448.20322, best error:       364.54224 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 565.3865966797s, input_fired_time: 12.9815149307, output_fired_time: 13.5879068375, propagate_forward_time: 209.9377288818, propagate_backward_time: 316.9700012207, weight_update_time: 0.7985226512, other_time: 11.9094543457
epoch time: 46.1502990723s, input_fired_time: 1.6298785210, output_fired_time: 0.0000000000, propagate_forward_time: 42.3261795044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1942405701
validation[          , genome 13995] predictions:    9870/  10000 (98.70%), best:    9890/10000 (98.90%), error:       422.42093, best error:       364.54224 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 564.3165893555s, input_fired_time: 12.9522151947, output_fired_time: 13.5813770294, propagate_forward_time: 209.4583435059, propagate_backward_time: 316.4952392578, weight_update_time: 0.7927024364, other_time: 11.8294372559
epoch time: 43.5057525635s, input_fired_time: 1.5915297270, output_fired_time: 0.0000000000, propagate_forward_time: 39.6301689148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2840538025
validation[          , genome 13995] predictions:    9876/  10000 (98.76%), best:    9890/10000 (98.90%), error:       392.21365, best error:       364.54224 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 566.1436767578s, input_fired_time: 12.9994688034, output_fired_time: 13.6469755173, propagate_forward_time: 210.0037078857, propagate_backward_time: 317.4446716309, weight_update_time: 0.7983289957, other_time: 12.0488586426
epoch time: 45.8704757690s, input_fired_time: 1.6213530302, output_fired_time: 0.0000000000, propagate_forward_time: 42.0745544434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1745681763
validation[          , genome 13995] predictions:    9871/  10000 (98.71%), best:    9890/10000 (98.90%), error:       408.52356, best error:       364.54224 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 560.2705078125s, input_fired_time: 12.9119386673, output_fired_time: 13.5522670746, propagate_forward_time: 207.1524810791, propagate_backward_time: 314.6766052246, weight_update_time: 0.7883916497, other_time: 11.9772644043
epoch time: 45.8228950500s, input_fired_time: 1.6239511967, output_fired_time: 0.0000000000, propagate_forward_time: 42.0042152405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1947288513
validation[          , genome 13995] predictions:    9876/  10000 (98.76%), best:    9890/10000 (98.90%), error:       396.26859, best error:       364.54224 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 559.7820434570s, input_fired_time: 12.9019651413, output_fired_time: 13.5177230835, propagate_forward_time: 207.0137786865, propagate_backward_time: 314.3747558594, weight_update_time: 0.7841234207, other_time: 11.9738159180
epoch time: 45.5980682373s, input_fired_time: 1.6072093248, output_fired_time: 0.0000000000, propagate_forward_time: 41.8780555725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1128044128
validation[          , genome 13995] predictions:    9880/  10000 (98.80%), best:    9890/10000 (98.90%), error:       384.16504, best error:       364.54224 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 562.0185546875s, input_fired_time: 12.9760446548, output_fired_time: 13.5700883865, propagate_forward_time: 207.8975982666, propagate_backward_time: 315.5107727051, weight_update_time: 0.7917223573, other_time: 12.0640563965
epoch time: 44.8764343262s, input_fired_time: 1.6292910576, output_fired_time: 0.0000000000, propagate_forward_time: 40.9451103210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3020324707
validation[          , genome 13995] predictions:    9849/  10000 (98.49%), best:    9890/10000 (98.90%), error:       531.32843, best error:       364.54224 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 561.7905883789s, input_fired_time: 12.9650354385, output_fired_time: 13.5921335220, propagate_forward_time: 207.5973968506, propagate_backward_time: 315.5587158203, weight_update_time: 0.7938640118, other_time: 12.0772705078
epoch time: 46.3995018005s, input_fired_time: 1.6277209520, output_fired_time: 0.0000000000, propagate_forward_time: 42.5530815125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2187004089
validation[          , genome 13995] predictions:    9884/  10000 (98.84%), best:    9890/10000 (98.90%), error:       385.92245, best error:       364.54224 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 563.4981689453s, input_fired_time: 13.0268239975, output_fired_time: 13.5881357193, propagate_forward_time: 208.6359710693, propagate_backward_time: 316.1601867676, weight_update_time: 0.7945555449, other_time: 12.0870666504
epoch time: 45.4241561890s, input_fired_time: 1.6025892496, output_fired_time: 0.0000000000, propagate_forward_time: 41.7098693848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1116981506
validation[          , genome 13995] predictions:    9886/  10000 (98.86%), best:    9890/10000 (98.90%), error:       374.82938, best error:       364.54224 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 559.2396850586s, input_fired_time: 12.8778162003, output_fired_time: 13.5185346603, propagate_forward_time: 206.4716796875, propagate_backward_time: 314.5014343262, weight_update_time: 0.7822160125, other_time: 11.8702087402
epoch time: 45.8885612488s, input_fired_time: 1.6214690208, output_fired_time: 0.0000000000, propagate_forward_time: 42.0642852783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2028083801
validation[          , genome 13995] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       394.17374, best error:       364.54224 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 564.6200561523s, input_fired_time: 12.9753370285, output_fired_time: 13.6038503647, propagate_forward_time: 209.5095214844, propagate_backward_time: 316.6430358887, weight_update_time: 0.7931438684, other_time: 11.8883361816
epoch time: 45.8003807068s, input_fired_time: 1.6186422110, output_fired_time: 0.0000000000, propagate_forward_time: 42.0089607239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1727790833
validation[          , genome 13995] predictions:    9874/  10000 (98.74%), best:    9890/10000 (98.90%), error:       400.51218, best error:       364.54224 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 560.2910156250s, input_fired_time: 12.9040994644, output_fired_time: 13.4944887161, propagate_forward_time: 207.2563629150, propagate_backward_time: 314.6825256348, weight_update_time: 0.7904257178, other_time: 11.9535217285
epoch time: 44.7179908752s, input_fired_time: 1.6330082417, output_fired_time: 0.0000000000, propagate_forward_time: 40.6833610535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4016227722
validation[          , genome 13995] predictions:    9888/  10000 (98.88%), best:    9890/10000 (98.90%), error:       373.65781, best error:       364.54224 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 562.4248046875s, input_fired_time: 12.9990282059, output_fired_time: 13.5995473862, propagate_forward_time: 207.9630737305, propagate_backward_time: 315.6701049805, weight_update_time: 0.7955899239, other_time: 12.1930541992
epoch time: 45.5928955078s, input_fired_time: 1.6124833822, output_fired_time: 0.0000000000, propagate_forward_time: 41.8296623230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1507492065
validation[          , genome 13995] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       364.43539, best error:       364.43539 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 566.6898193359s, input_fired_time: 13.0218448639, output_fired_time: 13.6203784943, propagate_forward_time: 210.4267425537, propagate_backward_time: 317.7502441406, weight_update_time: 0.7958689332, other_time: 11.8706054688
epoch time: 45.2480621338s, input_fired_time: 1.6362748146, output_fired_time: 0.0000000000, propagate_forward_time: 41.3639068604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2478790283
validation[          , genome 13995] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       396.28143, best error:       364.43539 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 563.9776611328s, input_fired_time: 12.9413528442, output_fired_time: 13.5286722183, propagate_forward_time: 209.5528411865, propagate_backward_time: 316.1572570801, weight_update_time: 0.7874837518, other_time: 11.7975158691
epoch time: 45.9295845032s, input_fired_time: 1.6184107065, output_fired_time: 0.0000000000, propagate_forward_time: 42.1211891174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1899833679
validation[          , genome 13995] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       416.07626, best error:       364.43539 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 561.5960083008s, input_fired_time: 12.9372758865, output_fired_time: 13.5677738190, propagate_forward_time: 207.8988952637, propagate_backward_time: 315.2688293457, weight_update_time: 0.7915731072, other_time: 11.9232788086
epoch time: 45.5143661499s, input_fired_time: 1.6185754538, output_fired_time: 0.0000000000, propagate_forward_time: 41.6928710938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2029190063
validation[          , genome 13995] predictions:    9885/  10000 (98.85%), best:    9894/10000 (98.94%), error:       401.90387, best error:       364.43539 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 561.5753784180s, input_fired_time: 12.9378490448, output_fired_time: 13.5428285599, propagate_forward_time: 208.0149688721, propagate_backward_time: 315.0314331055, weight_update_time: 0.7974814773, other_time: 12.0482788086
epoch time: 45.6215553284s, input_fired_time: 1.6161299944, output_fired_time: 0.0000000000, propagate_forward_time: 41.8726692200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1327552795
validation[          , genome 13995] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       393.78757, best error:       364.43539 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 561.3204345703s, input_fired_time: 12.8895339966, output_fired_time: 13.5300369263, propagate_forward_time: 207.7389068604, propagate_backward_time: 315.2610778809, weight_update_time: 0.7865737081, other_time: 11.9009094238
epoch time: 46.4445953369s, input_fired_time: 1.6445986032, output_fired_time: 0.0000000000, propagate_forward_time: 42.6583137512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1416816711
validation[          , genome 13995] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       394.81622, best error:       364.43539 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 561.9281616211s, input_fired_time: 12.9744749069, output_fired_time: 13.5391969681, propagate_forward_time: 207.8289794922, propagate_backward_time: 315.5382385254, weight_update_time: 0.7883160710, other_time: 12.0472717285
epoch time: 45.3919410706s, input_fired_time: 1.6223982573, output_fired_time: 0.0000000000, propagate_forward_time: 41.5457153320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2238273621
validation[          , genome 13995] predictions:    9881/  10000 (98.81%), best:    9894/10000 (98.94%), error:       407.62070, best error:       364.43539 on epoch:    94, 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: 229.0613708496s, input_fired_time: 8.1052885056, output_fired_time: 0.0000000000, propagate_forward_time: 210.0222167969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.9338684082
best training[          , genome 13995] predictions:   49999/  50000 (100.00%), best:    9894/10000 (98.94%), error:       157.17586, best error:       364.43539 on epoch:    94, 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: 44.9419708252s, input_fired_time: 1.5988372564, output_fired_time: 0.0000000000, propagate_forward_time: 41.1794242859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1637077332
   testing[          , genome 13995] predictions:    9895/  10000 (98.95%), best:    9894/10000 (98.94%), error:       329.56070, best error:       364.43539 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:11:43 (4044): called boinc_finish(0)

</stderr_txt>
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