Nameexact_genome_1512568488_43_6423_0
Workunit2603369
Created7 Dec 2017, 19:42:26 UTC
Sent7 Dec 2017, 19:47:52 UTC
Report deadline17 Dec 2017, 9:38:23 UTC
Received9 Dec 2017, 4:53:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 48 min 26 sec
CPU time4 hours 47 min 57 sec
Validate stateValid
Credit2,394.19
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.27 MB
Peak swap size157.83 MB
Peak disk usage1.98 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.55%), best:    9732/10000 (97.32%), error:      1144.41577, best error:       944.93341 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 157.0765075684s, input_fired_time: 1.4865660667, output_fired_time: 1.3736833334, propagate_forward_time: 60.1384811401, propagate_backward_time: 90.9496002197, weight_update_time: 0.1729559004, other_time: 3.1281661987
epoch time: 12.8183803558s, input_fired_time: 0.1845212877, output_fired_time: 0.0000000000, propagate_forward_time: 12.0770835876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567750931
validation[          , genome  6423] predictions:    9681/  10000 (96.81%), best:    9732/10000 (97.32%), error:      1057.36768, best error:       944.93341 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 157.7627410889s, input_fired_time: 1.4840831757, output_fired_time: 1.3805770874, propagate_forward_time: 60.3831138611, propagate_backward_time: 91.4101333618, weight_update_time: 0.1720680594, other_time: 3.1048202515
epoch time: 12.7945480347s, input_fired_time: 0.1825336963, output_fired_time: 0.0000000000, propagate_forward_time: 12.0623455048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496692657
validation[          , genome  6423] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:       974.33209, best error:       944.93341 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 157.9574279785s, input_fired_time: 1.4889600277, output_fired_time: 1.3844579458, propagate_forward_time: 60.4783744812, propagate_backward_time: 91.4733581543, weight_update_time: 0.1727689803, other_time: 3.1322784424
epoch time: 12.9209918976s, input_fired_time: 0.1833103746, output_fired_time: 0.0000000000, propagate_forward_time: 12.1929407120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447406769
validation[          , genome  6423] predictions:    9678/  10000 (96.78%), best:    9732/10000 (97.32%), error:      1065.42896, best error:       944.93341 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 158.1997222900s, input_fired_time: 1.4856252670, output_fired_time: 1.3840537071, propagate_forward_time: 60.6491470337, propagate_backward_time: 91.5780792236, weight_update_time: 0.1724263728, other_time: 3.1028213501
epoch time: 12.5115070343s, input_fired_time: 0.1806843132, output_fired_time: 0.0000000000, propagate_forward_time: 11.7876615524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431613922
validation[          , genome  6423] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       959.79138, best error:       944.93341 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 157.1510314941s, input_fired_time: 1.4779891968, output_fired_time: 1.3773281574, propagate_forward_time: 60.0237808228, propagate_backward_time: 91.1717224121, weight_update_time: 0.1719969213, other_time: 3.1001968384
epoch time: 12.8674240112s, input_fired_time: 0.1840420067, output_fired_time: 0.0000000000, propagate_forward_time: 12.1289110184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544710159
validation[          , genome  6423] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       901.50140, best error:       901.50140 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 157.8856201172s, input_fired_time: 1.4889880419, output_fired_time: 1.3804144859, propagate_forward_time: 60.4679603577, propagate_backward_time: 91.4310684204, weight_update_time: 0.1725072861, other_time: 3.1171951294
epoch time: 12.8150320053s, input_fired_time: 0.1848059148, output_fired_time: 0.0000000000, propagate_forward_time: 12.0750331879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551929474
validation[          , genome  6423] predictions:    9697/  10000 (96.97%), best:    9737/10000 (97.37%), error:      1049.78625, best error:       901.50140 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 157.2416381836s, input_fired_time: 1.4860105515, output_fired_time: 1.3796454668, propagate_forward_time: 60.0882339478, propagate_backward_time: 91.1804122925, weight_update_time: 0.1718601733, other_time: 3.1073455811
epoch time: 12.7867202759s, input_fired_time: 0.1836478114, output_fired_time: 0.0000000000, propagate_forward_time: 12.0459823608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570898056
validation[          , genome  6423] predictions:    9702/  10000 (97.02%), best:    9737/10000 (97.37%), error:       941.86041, best error:       901.50140 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 156.6386871338s, input_fired_time: 1.4846500158, output_fired_time: 1.3755241632, propagate_forward_time: 59.8307418823, propagate_backward_time: 90.8204956055, weight_update_time: 0.1725340039, other_time: 3.1272811890
epoch time: 12.9393625259s, input_fired_time: 0.1851781607, output_fired_time: 0.0000000000, propagate_forward_time: 12.2007226944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534620285
validation[          , genome  6423] predictions:    9692/  10000 (96.92%), best:    9737/10000 (97.37%), error:      1065.35461, best error:       901.50140 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 157.4803771973s, input_fired_time: 1.4918155670, output_fired_time: 1.3803217411, propagate_forward_time: 60.2811546326, propagate_backward_time: 91.1866378784, weight_update_time: 0.1727295518, other_time: 3.1404342651
epoch time: 12.9305143356s, input_fired_time: 0.1844807863, output_fired_time: 0.0000000000, propagate_forward_time: 12.1999177933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461158752
validation[          , genome  6423] predictions:    9650/  10000 (96.50%), best:    9737/10000 (97.37%), error:      1135.17810, best error:       901.50140 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 157.1773681641s, input_fired_time: 1.4895914793, output_fired_time: 1.3791456223, propagate_forward_time: 60.1712760925, propagate_backward_time: 91.0149688721, weight_update_time: 0.1730515808, other_time: 3.1223754883
epoch time: 12.4366092682s, input_fired_time: 0.1814640909, output_fired_time: 0.0000000000, propagate_forward_time: 11.7043886185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507564545
validation[          , genome  6423] predictions:    9710/  10000 (97.10%), best:    9737/10000 (97.37%), error:       994.16388, best error:       901.50140 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 157.8325653076s, input_fired_time: 1.4878726006, output_fired_time: 1.3807197809, propagate_forward_time: 60.3898429871, propagate_backward_time: 91.4916992188, weight_update_time: 0.1721043438, other_time: 3.0824279785
epoch time: 11.6152257919s, input_fired_time: 0.1757691354, output_fired_time: 0.0000000000, propagate_forward_time: 10.8899354935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495214462
validation[          , genome  6423] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       847.99310, best error:       847.99310 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 157.8003234863s, input_fired_time: 1.4928771257, output_fired_time: 1.3893144131, propagate_forward_time: 60.2345428467, propagate_backward_time: 91.5529174805, weight_update_time: 0.1735599935, other_time: 3.1306762695
epoch time: 12.8414287567s, input_fired_time: 0.1847976744, output_fired_time: 0.0000000000, propagate_forward_time: 12.1070175171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496139526
validation[          , genome  6423] predictions:    9748/  10000 (97.48%), best:    9739/10000 (97.39%), error:       859.02423, best error:       847.99310 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 157.8306884766s, input_fired_time: 1.4921057224, output_fired_time: 1.3756457567, propagate_forward_time: 60.3643722534, propagate_backward_time: 91.4927215576, weight_update_time: 0.1725380272, other_time: 3.1058425903
epoch time: 12.9149665833s, input_fired_time: 0.1876116842, output_fired_time: 0.0000000000, propagate_forward_time: 12.1603288651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670261383
validation[          , genome  6423] predictions:    9743/  10000 (97.43%), best:    9739/10000 (97.39%), error:       862.87555, best error:       847.99310 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 156.8212280273s, input_fired_time: 1.4889279604, output_fired_time: 1.3749184608, propagate_forward_time: 60.0004234314, propagate_backward_time: 90.8516845703, weight_update_time: 0.1717900187, other_time: 3.1052703857
epoch time: 12.9506874084s, input_fired_time: 0.1864627600, output_fired_time: 0.0000000000, propagate_forward_time: 12.2095909119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546340942
validation[          , genome  6423] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       958.19879, best error:       847.99310 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 157.1029052734s, input_fired_time: 1.4911596775, output_fired_time: 1.3761328459, propagate_forward_time: 60.2312011719, propagate_backward_time: 90.9010314941, weight_update_time: 0.1722027063, other_time: 3.1033782959
epoch time: 12.9141454697s, input_fired_time: 0.1850741655, output_fired_time: 0.0000000000, propagate_forward_time: 12.1828727722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461988449
validation[          , genome  6423] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       835.15021, best error:       835.15021 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 156.7266082764s, input_fired_time: 1.4874362946, output_fired_time: 1.3667402267, propagate_forward_time: 59.9418144226, propagate_backward_time: 90.8485031128, weight_update_time: 0.1715473235, other_time: 3.0820999146
epoch time: 12.9019804001s, input_fired_time: 0.1855923384, output_fired_time: 0.0000000000, propagate_forward_time: 12.1675062180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488815308
validation[          , genome  6423] predictions:    9687/  10000 (96.87%), best:    9739/10000 (97.39%), error:      1053.83777, best error:       835.15021 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 157.3910675049s, input_fired_time: 1.4916934967, output_fired_time: 1.3683655262, propagate_forward_time: 60.3516998291, propagate_backward_time: 91.0852813721, weight_update_time: 0.1715033054, other_time: 3.0940246582
epoch time: 12.7810640335s, input_fired_time: 0.1847992539, output_fired_time: 0.0000000000, propagate_forward_time: 12.0543336868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419311523
validation[          , genome  6423] predictions:    9734/  10000 (97.34%), best:    9739/10000 (97.39%), error:       879.65942, best error:       835.15021 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 157.7024841309s, input_fired_time: 1.4912596941, output_fired_time: 1.3747788668, propagate_forward_time: 60.2995872498, propagate_backward_time: 91.4302444458, weight_update_time: 0.1723240316, other_time: 3.1066055298
epoch time: 12.6479415894s, input_fired_time: 0.1835494488, output_fired_time: 0.0000000000, propagate_forward_time: 11.9198427200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445489883
validation[          , genome  6423] predictions:    9722/  10000 (97.22%), best:    9739/10000 (97.39%), error:       923.06763, best error:       835.15021 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 157.2433471680s, input_fired_time: 1.4903316498, output_fired_time: 1.3771054745, propagate_forward_time: 60.1495132446, propagate_backward_time: 91.1503753662, weight_update_time: 0.1714628786, other_time: 3.0760269165
epoch time: 12.5853929520s, input_fired_time: 0.1833728552, output_fired_time: 0.0000000000, propagate_forward_time: 11.8524732590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495471954
validation[          , genome  6423] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       950.39752, best error:       835.15021 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.0693664551s, input_fired_time: 1.4896771908, output_fired_time: 1.3812713623, propagate_forward_time: 60.5906028748, propagate_backward_time: 91.5552597046, weight_update_time: 0.1703600287, other_time: 3.0525588989
epoch time: 12.8532648087s, input_fired_time: 0.1850378513, output_fired_time: 0.0000000000, propagate_forward_time: 12.1153955460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528316498
validation[          , genome  6423] predictions:    9725/  10000 (97.25%), best:    9739/10000 (97.39%), error:       906.94135, best error:       835.15021 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 158.0460510254s, input_fired_time: 1.4918111563, output_fired_time: 1.3820599318, propagate_forward_time: 60.5805397034, propagate_backward_time: 91.5141143799, weight_update_time: 0.1718996018, other_time: 3.0775299072
epoch time: 12.9297590256s, input_fired_time: 0.1849380434, output_fired_time: 0.0000000000, propagate_forward_time: 12.1949119568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499086380
validation[          , genome  6423] predictions:    9697/  10000 (96.97%), best:    9739/10000 (97.39%), error:       961.57062, best error:       835.15021 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 157.5329742432s, input_fired_time: 1.4991540909, output_fired_time: 1.3817274570, propagate_forward_time: 60.2896804810, propagate_backward_time: 91.2433547974, weight_update_time: 0.1714295298, other_time: 3.1190490723
epoch time: 12.6687107086s, input_fired_time: 0.1853148490, output_fired_time: 0.0000000000, propagate_forward_time: 11.9184045792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5649909973
validation[          , genome  6423] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       822.42877, best error:       822.42877 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 157.1710815430s, input_fired_time: 1.4941958189, output_fired_time: 1.3741722107, propagate_forward_time: 60.1869163513, propagate_backward_time: 91.0450363159, weight_update_time: 0.1712484062, other_time: 3.0707473755
epoch time: 12.9280128479s, input_fired_time: 0.1872972846, output_fired_time: 0.0000000000, propagate_forward_time: 12.1970901489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436258316
validation[          , genome  6423] predictions:    9738/  10000 (97.38%), best:    9749/10000 (97.49%), error:       851.53583, best error:       822.42877 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 157.5353393555s, input_fired_time: 1.4906209707, output_fired_time: 1.3796001673, propagate_forward_time: 60.2002639771, propagate_backward_time: 91.3924484253, weight_update_time: 0.1707696319, other_time: 3.0724182129
epoch time: 12.9850692749s, input_fired_time: 0.1909529865, output_fired_time: 0.0000000000, propagate_forward_time: 12.2349605560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591554642
validation[          , genome  6423] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       873.45276, best error:       822.42877 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 157.9910278320s, input_fired_time: 1.4995249510, output_fired_time: 1.3863303661, propagate_forward_time: 60.5376739502, propagate_backward_time: 91.4922027588, weight_update_time: 0.1718115658, other_time: 3.0752868652
epoch time: 12.7866735458s, input_fired_time: 0.1874575615, output_fired_time: 0.0000000000, propagate_forward_time: 12.0351867676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640296936
validation[          , genome  6423] predictions:    9757/  10000 (97.57%), best:    9749/10000 (97.49%), error:       835.42255, best error:       822.42877 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 156.7764739990s, input_fired_time: 1.4981154203, output_fired_time: 1.3748530149, propagate_forward_time: 59.9870910645, propagate_backward_time: 90.8301773071, weight_update_time: 0.1712949276, other_time: 3.0862503052
epoch time: 12.8859777451s, input_fired_time: 0.1866716295, output_fired_time: 0.0000000000, propagate_forward_time: 12.1487531662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505533218
validation[          , genome  6423] predictions:    9747/  10000 (97.47%), best:    9749/10000 (97.49%), error:       858.40503, best error:       822.42877 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 157.0015106201s, input_fired_time: 1.4912955761, output_fired_time: 1.3734233379, propagate_forward_time: 59.9233665466, propagate_backward_time: 91.1409378052, weight_update_time: 0.1708223224, other_time: 3.0724716187
epoch time: 12.8779649734s, input_fired_time: 0.1866209656, output_fired_time: 0.0000000000, propagate_forward_time: 12.1490602493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422840118
validation[          , genome  6423] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:       954.96997, best error:       822.42877 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 157.9798889160s, input_fired_time: 1.4979897738, output_fired_time: 1.3813424110, propagate_forward_time: 60.4669761658, propagate_backward_time: 91.5625534058, weight_update_time: 0.1709626466, other_time: 3.0710220337
epoch time: 12.9364395142s, input_fired_time: 0.1888133287, output_fired_time: 0.0000000000, propagate_forward_time: 12.1882963181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593299866
validation[          , genome  6423] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       867.40283, best error:       822.42877 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 158.1278381348s, input_fired_time: 1.5011762381, output_fired_time: 1.3890850544, propagate_forward_time: 60.4919128418, propagate_backward_time: 91.6606979370, weight_update_time: 0.1718770117, other_time: 3.0849685669
epoch time: 12.7753829956s, input_fired_time: 0.1854203045, output_fired_time: 0.0000000000, propagate_forward_time: 12.0463066101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436563492
validation[          , genome  6423] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       853.73553, best error:       822.42877 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 157.9008483887s, input_fired_time: 1.4969252348, output_fired_time: 1.3830031157, propagate_forward_time: 60.4577674866, propagate_backward_time: 91.4761581421, weight_update_time: 0.1719180197, other_time: 3.0870132446
epoch time: 12.9149913788s, input_fired_time: 0.1875451058, output_fired_time: 0.0000000000, propagate_forward_time: 12.1757307053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517158508
validation[          , genome  6423] predictions:    9630/  10000 (96.30%), best:    9749/10000 (97.49%), error:      1186.49500, best error:       822.42877 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 157.4208526611s, input_fired_time: 1.4928851128, output_fired_time: 1.3787740469, propagate_forward_time: 60.2117309570, propagate_backward_time: 91.2748107910, weight_update_time: 0.1714500785, other_time: 3.0626525879
epoch time: 12.9356212616s, input_fired_time: 0.1872450709, output_fired_time: 0.0000000000, propagate_forward_time: 12.1944847107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538911819
validation[          , genome  6423] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       948.59045, best error:       822.42877 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 157.0761718750s, input_fired_time: 1.4976186752, output_fired_time: 1.3736621141, propagate_forward_time: 60.0938606262, propagate_backward_time: 91.0187377930, weight_update_time: 0.1714182645, other_time: 3.0923004150
epoch time: 12.7956686020s, input_fired_time: 0.1873982251, output_fired_time: 0.0000000000, propagate_forward_time: 12.0564403534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518302917
validation[          , genome  6423] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       891.58203, best error:       822.42877 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 156.8859863281s, input_fired_time: 1.4942145348, output_fired_time: 1.3740992546, propagate_forward_time: 60.0238037109, propagate_backward_time: 90.9298553467, weight_update_time: 0.1707224697, other_time: 3.0640106201
epoch time: 12.6577892303s, input_fired_time: 0.1855534762, output_fired_time: 0.0000000000, propagate_forward_time: 11.9164390564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557966232
validation[          , genome  6423] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       911.94830, best error:       822.42877 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 157.5745697021s, input_fired_time: 1.4985938072, output_fired_time: 1.3803303242, propagate_forward_time: 60.3279190063, propagate_backward_time: 91.2884674072, weight_update_time: 0.1712713987, other_time: 3.0792617798
epoch time: 12.9075365067s, input_fired_time: 0.1888538152, output_fired_time: 0.0000000000, propagate_forward_time: 12.1567077637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619745255
validation[          , genome  6423] predictions:    9667/  10000 (96.67%), best:    9749/10000 (97.49%), error:      1041.11304, best error:       822.42877 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 156.9196777344s, input_fired_time: 1.5006130934, output_fired_time: 1.3729228973, propagate_forward_time: 60.1216316223, propagate_backward_time: 90.8280029297, weight_update_time: 0.1766985357, other_time: 3.0965118408
epoch time: 12.8779163361s, input_fired_time: 0.1874555200, output_fired_time: 0.0000000000, propagate_forward_time: 12.1473503113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431108475
validation[          , genome  6423] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       806.18762, best error:       806.18762 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 157.1786956787s, input_fired_time: 1.5041329861, output_fired_time: 1.3787310123, propagate_forward_time: 60.2176322937, propagate_backward_time: 91.0079879761, weight_update_time: 0.1705653369, other_time: 3.0701980591
epoch time: 12.8339748383s, input_fired_time: 0.1858104616, output_fired_time: 0.0000000000, propagate_forward_time: 12.1101961136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379686356
validation[          , genome  6423] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       927.13837, best error:       806.18762 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 157.9134368896s, input_fired_time: 1.5064502954, output_fired_time: 1.3809293509, propagate_forward_time: 60.5612945557, propagate_backward_time: 91.3859024048, weight_update_time: 0.1712416410, other_time: 3.0788497925
epoch time: 12.9623603821s, input_fired_time: 0.1900221854, output_fired_time: 0.0000000000, propagate_forward_time: 12.2205123901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518255234
validation[          , genome  6423] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       781.72949, best error:       781.72949 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 157.3969879150s, input_fired_time: 1.5048700571, output_fired_time: 1.3789739609, propagate_forward_time: 60.1779022217, propagate_backward_time: 91.2323760986, weight_update_time: 0.1714300513, other_time: 3.1028747559
epoch time: 12.9049091339s, input_fired_time: 0.1869742721, output_fired_time: 0.0000000000, propagate_forward_time: 12.1771192551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408153534
validation[          , genome  6423] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       776.99799, best error:       776.99799 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 155.7835540771s, input_fired_time: 1.4943407774, output_fired_time: 1.3666439056, propagate_forward_time: 59.5472831726, propagate_backward_time: 90.3189010620, weight_update_time: 0.1700876504, other_time: 3.0563888550
epoch time: 12.9106025696s, input_fired_time: 0.1899115592, output_fired_time: 0.0000000000, propagate_forward_time: 12.1594409943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612497330
validation[          , genome  6423] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       896.98047, best error:       776.99799 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 158.2035827637s, input_fired_time: 1.5024616718, output_fired_time: 1.3841184378, propagate_forward_time: 60.6217803955, propagate_backward_time: 91.6473388672, weight_update_time: 0.1710767746, other_time: 3.0478820801
epoch time: 12.8836975098s, input_fired_time: 0.1894907057, output_fired_time: 0.0000000000, propagate_forward_time: 12.1350040436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592031479
validation[          , genome  6423] predictions:    9738/  10000 (97.38%), best:    9754/10000 (97.54%), error:       934.46912, best error:       776.99799 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 156.7755279541s, input_fired_time: 1.4989124537, output_fired_time: 1.3716297150, propagate_forward_time: 60.1449127197, propagate_backward_time: 90.7163009644, weight_update_time: 0.1697938144, other_time: 3.0437698364
epoch time: 12.5002288818s, input_fired_time: 0.1853276342, output_fired_time: 0.0000000000, propagate_forward_time: 11.7670326233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478687286
validation[          , genome  6423] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       842.61267, best error:       776.99799 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 156.8160400391s, input_fired_time: 1.5075281858, output_fired_time: 1.3745715618, propagate_forward_time: 59.9776153564, propagate_backward_time: 90.8682479858, weight_update_time: 0.1716753691, other_time: 3.0880813599
epoch time: 12.8398838043s, input_fired_time: 0.1875558645, output_fired_time: 0.0000000000, propagate_forward_time: 12.1083002090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440273285
validation[          , genome  6423] predictions:    9747/  10000 (97.47%), best:    9754/10000 (97.54%), error:       799.91040, best error:       776.99799 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 157.8737487793s, input_fired_time: 1.5075368881, output_fired_time: 1.3800770044, propagate_forward_time: 60.4280624390, propagate_backward_time: 91.4699172974, weight_update_time: 0.1722728461, other_time: 3.0881500244
epoch time: 12.9042634964s, input_fired_time: 0.1892168224, output_fired_time: 0.0000000000, propagate_forward_time: 12.1691532135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458936691
validation[          , genome  6423] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       924.93616, best error:       776.99799 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 157.9886932373s, input_fired_time: 1.5079760551, output_fired_time: 1.3839246035, propagate_forward_time: 60.4432678223, propagate_backward_time: 91.5613250732, weight_update_time: 0.1713911742, other_time: 3.0921936035
epoch time: 12.8374986649s, input_fired_time: 0.1894799918, output_fired_time: 0.0000000000, propagate_forward_time: 12.1035699844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444488525
validation[          , genome  6423] predictions:    9750/  10000 (97.50%), best:    9754/10000 (97.54%), error:       829.26251, best error:       776.99799 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 157.0355682373s, input_fired_time: 1.5041471720, output_fired_time: 1.3765758276, propagate_forward_time: 60.1744155884, propagate_backward_time: 90.9248886108, weight_update_time: 0.1699882597, other_time: 3.0555419922
epoch time: 12.7465372086s, input_fired_time: 0.1875789464, output_fired_time: 0.0000000000, propagate_forward_time: 12.0140266418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449314117
validation[          , genome  6423] predictions:    9717/  10000 (97.17%), best:    9754/10000 (97.54%), error:       915.87775, best error:       776.99799 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 156.8918151855s, input_fired_time: 1.5034079552, output_fired_time: 1.3724842072, propagate_forward_time: 60.1628456116, propagate_backward_time: 90.7868270874, weight_update_time: 0.1707358062, other_time: 3.0662612915
epoch time: 12.9178705215s, input_fired_time: 0.1894210577, output_fired_time: 0.0000000000, propagate_forward_time: 12.1750869751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533628464
validation[          , genome  6423] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       854.92377, best error:       776.99799 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 156.9016113281s, input_fired_time: 1.5063630342, output_fired_time: 1.3746806383, propagate_forward_time: 60.1270637512, propagate_backward_time: 90.7861557007, weight_update_time: 0.1720296293, other_time: 3.1073532104
epoch time: 12.8814678192s, input_fired_time: 0.1893924326, output_fired_time: 0.0000000000, propagate_forward_time: 12.1426935196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493822098
validation[          , genome  6423] predictions:    9751/  10000 (97.51%), best:    9754/10000 (97.54%), error:       811.56427, best error:       776.99799 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 157.4335479736s, input_fired_time: 1.5068401098, output_fired_time: 1.3805358410, propagate_forward_time: 60.2753601074, propagate_backward_time: 91.2104415894, weight_update_time: 0.1711008549, other_time: 3.0603713989
epoch time: 12.8457956314s, input_fired_time: 0.1889781803, output_fired_time: 0.0000000000, propagate_forward_time: 12.1173896790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394277573
validation[          , genome  6423] predictions:    9682/  10000 (96.82%), best:    9754/10000 (97.54%), error:      1017.45184, best error:       776.99799 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 158.0174713135s, input_fired_time: 1.5169713497, output_fired_time: 1.3832745552, propagate_forward_time: 60.5444030762, propagate_backward_time: 91.4683532715, weight_update_time: 0.1722820997, other_time: 3.1044769287
epoch time: 12.8991432190s, input_fired_time: 0.1889904588, output_fired_time: 0.0000000000, propagate_forward_time: 12.1662492752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439033508
validation[          , genome  6423] predictions:    9743/  10000 (97.43%), best:    9754/10000 (97.54%), error:       827.25562, best error:       776.99799 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 158.0138702393s, input_fired_time: 1.5104923248, output_fired_time: 1.3835542202, propagate_forward_time: 60.5840644836, propagate_backward_time: 91.4549407959, weight_update_time: 0.1716379523, other_time: 3.0808105469
epoch time: 12.8721933365s, input_fired_time: 0.1898552477, output_fired_time: 0.0000000000, propagate_forward_time: 12.1294651031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528726578
validation[          , genome  6423] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       827.36768, best error:       776.99799 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 158.1276397705s, input_fired_time: 1.5102156401, output_fired_time: 1.3828146458, propagate_forward_time: 60.5063858032, propagate_backward_time: 91.6500701904, weight_update_time: 0.1714623719, other_time: 3.0781631470
epoch time: 12.8609647751s, input_fired_time: 0.1901634783, output_fired_time: 0.0000000000, propagate_forward_time: 12.1097879410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610132217
validation[          , genome  6423] predictions:    9756/  10000 (97.56%), best:    9754/10000 (97.54%), error:       824.63647, best error:       776.99799 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 157.9745483398s, input_fired_time: 1.5191613436, output_fired_time: 1.3801840544, propagate_forward_time: 60.5404586792, propagate_backward_time: 91.4310531616, weight_update_time: 0.1724673957, other_time: 3.1036834717
epoch time: 12.7830762863s, input_fired_time: 0.1886991560, output_fired_time: 0.0000000000, propagate_forward_time: 12.0430202484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513572693
validation[          , genome  6423] predictions:    9720/  10000 (97.20%), best:    9754/10000 (97.54%), error:       928.20380, best error:       776.99799 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 156.0138702393s, input_fired_time: 1.5040266514, output_fired_time: 1.3674523830, propagate_forward_time: 59.6555328369, propagate_backward_time: 90.3978424072, weight_update_time: 0.1708008945, other_time: 3.0890197754
epoch time: 12.6359901428s, input_fired_time: 0.1863168478, output_fired_time: 0.0000000000, propagate_forward_time: 11.9150848389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345888138
validation[          , genome  6423] predictions:    9751/  10000 (97.51%), best:    9754/10000 (97.54%), error:       841.89642, best error:       776.99799 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 157.2764739990s, input_fired_time: 1.5105508566, output_fired_time: 1.3746011257, propagate_forward_time: 60.1737976074, propagate_backward_time: 91.1050186157, weight_update_time: 0.1725600958, other_time: 3.1125106812
epoch time: 12.8345518112s, input_fired_time: 0.1895153224, output_fired_time: 0.0000000000, propagate_forward_time: 12.0924463272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525903702
validation[          , genome  6423] predictions:    9711/  10000 (97.11%), best:    9754/10000 (97.54%), error:       900.27655, best error:       776.99799 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 158.2360839844s, input_fired_time: 1.5133565664, output_fired_time: 1.3786704540, propagate_forward_time: 60.4947052002, propagate_backward_time: 91.7677841187, weight_update_time: 0.1717679650, other_time: 3.0815658569
epoch time: 12.8433609009s, input_fired_time: 0.1888967901, output_fired_time: 0.0000000000, propagate_forward_time: 12.1112232208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432405472
validation[          , genome  6423] predictions:    9655/  10000 (96.55%), best:    9754/10000 (97.54%), error:      1160.17639, best error:       776.99799 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 157.8207702637s, input_fired_time: 1.5117661953, output_fired_time: 1.3835325241, propagate_forward_time: 60.4596748352, propagate_backward_time: 91.3780212402, weight_update_time: 0.1721049100, other_time: 3.0877838135
epoch time: 12.8346481323s, input_fired_time: 0.1906447262, output_fired_time: 0.0000000000, propagate_forward_time: 12.0982007980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458030701
validation[          , genome  6423] predictions:    9774/  10000 (97.74%), best:    9754/10000 (97.54%), error:       803.82843, best error:       776.99799 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 155.2456970215s, input_fired_time: 1.5029721260, output_fired_time: 1.3607934713, propagate_forward_time: 59.2662506104, propagate_backward_time: 90.0264205933, weight_update_time: 0.1707393974, other_time: 3.0892562866
epoch time: 12.8043727875s, input_fired_time: 0.1898491383, output_fired_time: 0.0000000000, propagate_forward_time: 12.0677537918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467700958
validation[          , genome  6423] predictions:    9748/  10000 (97.48%), best:    9754/10000 (97.54%), error:       840.11652, best error:       776.99799 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 157.8917236328s, input_fired_time: 1.5134613514, output_fired_time: 1.3798376322, propagate_forward_time: 60.3991165161, propagate_backward_time: 91.5097198486, weight_update_time: 0.1723199338, other_time: 3.0895919800
epoch time: 12.8048439026s, input_fired_time: 0.1892935783, output_fired_time: 0.0000000000, propagate_forward_time: 12.0707731247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447769165
validation[          , genome  6423] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       769.36005, best error:       769.36005 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 156.9702453613s, input_fired_time: 1.5096799135, output_fired_time: 1.3779748678, propagate_forward_time: 59.9437675476, propagate_backward_time: 91.0515365601, weight_update_time: 0.1714081168, other_time: 3.0872879028
epoch time: 12.9368658066s, input_fired_time: 0.1907691658, output_fired_time: 0.0000000000, propagate_forward_time: 12.1938409805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522556305
validation[          , genome  6423] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       785.93011, best error:       769.36005 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 157.7647552490s, input_fired_time: 1.5167123079, output_fired_time: 1.3800239563, propagate_forward_time: 60.3592567444, propagate_backward_time: 91.4139709473, weight_update_time: 0.1726537645, other_time: 3.0948028564
epoch time: 12.8297414780s, input_fired_time: 0.1898926198, output_fired_time: 0.0000000000, propagate_forward_time: 12.0861845016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536642075
validation[          , genome  6423] predictions:    9690/  10000 (96.90%), best:    9765/10000 (97.65%), error:      1008.98370, best error:       769.36005 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 158.6085510254s, input_fired_time: 1.5258024931, output_fired_time: 1.3823330402, propagate_forward_time: 60.7592315674, propagate_backward_time: 91.8208618164, weight_update_time: 0.1729036272, other_time: 3.1203155518
epoch time: 12.8458976746s, input_fired_time: 0.1905919909, output_fired_time: 0.0000000000, propagate_forward_time: 12.1151046753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402011871
validation[          , genome  6423] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       803.91711, best error:       769.36005 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 157.2535552979s, input_fired_time: 1.5187832117, output_fired_time: 1.3803699017, propagate_forward_time: 60.1606369019, propagate_backward_time: 91.0753097534, weight_update_time: 0.1723546982, other_time: 3.1184539795
epoch time: 12.9188566208s, input_fired_time: 0.1930450201, output_fired_time: 0.0000000000, propagate_forward_time: 12.1725368500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532751083
validation[          , genome  6423] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       877.09424, best error:       769.36005 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 157.2738800049s, input_fired_time: 1.5209361315, output_fired_time: 1.3790858984, propagate_forward_time: 60.1499443054, propagate_backward_time: 91.1092453003, weight_update_time: 0.1722790152, other_time: 3.1146621704
epoch time: 12.9011554718s, input_fired_time: 0.1914050728, output_fired_time: 0.0000000000, propagate_forward_time: 12.1669540405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427961349
validation[          , genome  6423] predictions:    9735/  10000 (97.35%), best:    9765/10000 (97.65%), error:       910.45923, best error:       769.36005 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 158.2153320313s, input_fired_time: 1.5180845261, output_fired_time: 1.3856894970, propagate_forward_time: 60.4424362183, propagate_backward_time: 91.7870788574, weight_update_time: 0.1723818481, other_time: 3.0820388794
epoch time: 12.8988380432s, input_fired_time: 0.1909841895, output_fired_time: 0.0000000000, propagate_forward_time: 12.1508455276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570087433
validation[          , genome  6423] predictions:    9746/  10000 (97.46%), best:    9765/10000 (97.65%), error:       893.91968, best error:       769.36005 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 157.3358154297s, input_fired_time: 1.5138100386, output_fired_time: 1.3746570349, propagate_forward_time: 60.1123504639, propagate_backward_time: 91.2436981201, weight_update_time: 0.1716461629, other_time: 3.0912933350
epoch time: 12.7121734619s, input_fired_time: 0.1889781803, output_fired_time: 0.0000000000, propagate_forward_time: 11.9763164520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468788147
validation[          , genome  6423] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       834.80188, best error:       769.36005 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 155.8098602295s, input_fired_time: 1.5124410391, output_fired_time: 1.3711478710, propagate_forward_time: 59.5437278748, propagate_backward_time: 90.2798233032, weight_update_time: 0.1711429060, other_time: 3.1027145386
epoch time: 12.8325386047s, input_fired_time: 0.1909023076, output_fired_time: 0.0000000000, propagate_forward_time: 12.0946273804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470085144
validation[          , genome  6423] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       847.14380, best error:       769.36005 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 158.3683013916s, input_fired_time: 1.5221214294, output_fired_time: 1.3841289282, propagate_forward_time: 60.7044639587, propagate_backward_time: 91.6668930054, weight_update_time: 0.1718703955, other_time: 3.0906906128
epoch time: 12.8202419281s, input_fired_time: 0.1908869594, output_fired_time: 0.0000000000, propagate_forward_time: 12.0779371262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514183044
validation[          , genome  6423] predictions:    9708/  10000 (97.08%), best:    9765/10000 (97.65%), error:       970.28174, best error:       769.36005 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 157.2415466309s, input_fired_time: 1.5219445229, output_fired_time: 1.3746807575, propagate_forward_time: 60.1878738403, propagate_backward_time: 91.0509872437, weight_update_time: 0.1717378348, other_time: 3.1060638428
epoch time: 12.8599681854s, input_fired_time: 0.1913128942, output_fired_time: 0.0000000000, propagate_forward_time: 12.1151485443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535068512
validation[          , genome  6423] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       851.27045, best error:       769.36005 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 158.1427917480s, input_fired_time: 1.5202670097, output_fired_time: 1.3843102455, propagate_forward_time: 60.5044364929, propagate_backward_time: 91.6573944092, weight_update_time: 0.1713481396, other_time: 3.0763854980
epoch time: 12.8367147446s, input_fired_time: 0.1906933933, output_fired_time: 0.0000000000, propagate_forward_time: 12.1047954559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412254333
validation[          , genome  6423] predictions:    9768/  10000 (97.68%), best:    9765/10000 (97.65%), error:       789.18604, best error:       769.36005 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 157.5616455078s, input_fired_time: 1.5221914053, output_fired_time: 1.3784400225, propagate_forward_time: 60.3311882019, propagate_backward_time: 91.2215957642, weight_update_time: 0.1732978523, other_time: 3.1082382202
epoch time: 12.6707916260s, input_fired_time: 0.1895746738, output_fired_time: 0.0000000000, propagate_forward_time: 11.9335098267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477075577
validation[          , genome  6423] predictions:    9716/  10000 (97.16%), best:    9765/10000 (97.65%), error:       922.52008, best error:       769.36005 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 157.8543243408s, input_fired_time: 1.5233082771, output_fired_time: 1.3837444782, propagate_forward_time: 60.3590965271, propagate_backward_time: 91.4636611938, weight_update_time: 0.1727234274, other_time: 3.1245040894
epoch time: 12.9234189987s, input_fired_time: 0.1920102686, output_fired_time: 0.0000000000, propagate_forward_time: 12.1785554886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528535843
validation[          , genome  6423] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       873.65350, best error:       769.36005 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 157.7120666504s, input_fired_time: 1.5190100670, output_fired_time: 1.3781776428, propagate_forward_time: 60.2972679138, propagate_backward_time: 91.4313507080, weight_update_time: 0.1714024693, other_time: 3.0862579346
epoch time: 12.7980642319s, input_fired_time: 0.1909780502, output_fired_time: 0.0000000000, propagate_forward_time: 12.0601234436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469627380
validation[          , genome  6423] predictions:    9543/  10000 (95.43%), best:    9765/10000 (97.65%), error:      1511.20044, best error:       769.36005 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 158.1016845703s, input_fired_time: 1.5216656923, output_fired_time: 1.3818727732, propagate_forward_time: 60.3927955627, propagate_backward_time: 91.7091064453, weight_update_time: 0.1722753942, other_time: 3.0962524414
epoch time: 12.7971382141s, input_fired_time: 0.1923384368, output_fired_time: 0.0000000000, propagate_forward_time: 12.0448179245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599822998
validation[          , genome  6423] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       925.99646, best error:       769.36005 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 157.7301177979s, input_fired_time: 1.5246708393, output_fired_time: 1.3818342686, propagate_forward_time: 60.2591934204, propagate_backward_time: 91.4574508667, weight_update_time: 0.1723946780, other_time: 3.1069641113
epoch time: 12.6882858276s, input_fired_time: 0.1902172118, output_fired_time: 0.0000000000, propagate_forward_time: 11.9457607269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523080826
validation[          , genome  6423] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       790.98486, best error:       769.36005 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 158.1958312988s, input_fired_time: 1.5264067650, output_fired_time: 1.3849884272, propagate_forward_time: 60.5586585999, propagate_backward_time: 91.6011123657, weight_update_time: 0.1729840040, other_time: 3.1246566772
epoch time: 12.8514804840s, input_fired_time: 0.1911424398, output_fired_time: 0.0000000000, propagate_forward_time: 12.1089906693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513477325
validation[          , genome  6423] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       800.25262, best error:       769.36005 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 157.7168273926s, input_fired_time: 1.5277657509, output_fired_time: 1.3759472370, propagate_forward_time: 60.3224906921, propagate_backward_time: 91.3695373535, weight_update_time: 0.1726696342, other_time: 3.1210784912
epoch time: 12.8335351944s, input_fired_time: 0.1922196448, output_fired_time: 0.0000000000, propagate_forward_time: 12.0883989334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529165268
validation[          , genome  6423] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       887.16913, best error:       769.36005 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 157.5735015869s, input_fired_time: 1.5254203081, output_fired_time: 1.3818738461, propagate_forward_time: 60.2569389343, propagate_backward_time: 91.3093643188, weight_update_time: 0.1722538620, other_time: 3.0999069214
epoch time: 12.8740053177s, input_fired_time: 0.1917388886, output_fired_time: 0.0000000000, propagate_forward_time: 12.1441936493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380725861
validation[          , genome  6423] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       865.61658, best error:       769.36005 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 157.7355651855s, input_fired_time: 1.5271961689, output_fired_time: 1.3785841465, propagate_forward_time: 60.4132995605, propagate_backward_time: 91.3245544434, weight_update_time: 0.1721954793, other_time: 3.0919342041
epoch time: 12.8755846024s, input_fired_time: 0.1917880327, output_fired_time: 0.0000000000, propagate_forward_time: 12.1439132690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398836136
validation[          , genome  6423] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       804.51440, best error:       769.36005 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 157.6593627930s, input_fired_time: 1.5267863274, output_fired_time: 1.3837146759, propagate_forward_time: 60.3121643066, propagate_backward_time: 91.3377227783, weight_update_time: 0.1718724519, other_time: 3.0989837646
epoch time: 12.7946319580s, input_fired_time: 0.1925232261, output_fired_time: 0.0000000000, propagate_forward_time: 12.0592393875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428695679
validation[          , genome  6423] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       843.93365, best error:       769.36005 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 156.7341613770s, input_fired_time: 1.5285804272, output_fired_time: 1.3727793694, propagate_forward_time: 59.9977684021, propagate_backward_time: 90.7126846313, weight_update_time: 0.1715202332, other_time: 3.1223526001
epoch time: 12.9101991653s, input_fired_time: 0.1941058338, output_fired_time: 0.0000000000, propagate_forward_time: 12.1678600311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482330322
validation[          , genome  6423] predictions:    9621/  10000 (96.21%), best:    9765/10000 (97.65%), error:      1299.28223, best error:       769.36005 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 157.9993438721s, input_fired_time: 1.5302070379, output_fired_time: 1.3840086460, propagate_forward_time: 60.3675956726, propagate_backward_time: 91.5961837769, weight_update_time: 0.1725078821, other_time: 3.1213455200
epoch time: 12.8308506012s, input_fired_time: 0.1919529438, output_fired_time: 0.0000000000, propagate_forward_time: 12.0935859680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453119278
validation[          , genome  6423] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       753.51746, best error:       753.51746 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 158.1392669678s, input_fired_time: 1.5286133289, output_fired_time: 1.3847324848, propagate_forward_time: 60.5711860657, propagate_backward_time: 91.5676879883, weight_update_time: 0.1721182168, other_time: 3.0870513916
epoch time: 12.8495445251s, input_fired_time: 0.1931648403, output_fired_time: 0.0000000000, propagate_forward_time: 12.1028165817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535631180
validation[          , genome  6423] predictions:    9766/  10000 (97.66%), best:    9772/10000 (97.72%), error:       775.19763, best error:       753.51746 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 157.1001129150s, input_fired_time: 1.5286697149, output_fired_time: 1.3707258701, propagate_forward_time: 60.1214179993, propagate_backward_time: 90.9543304443, weight_update_time: 0.1731381416, other_time: 3.1249694824
epoch time: 12.8174762726s, input_fired_time: 0.1937223375, output_fired_time: 0.0000000000, propagate_forward_time: 12.0686101913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551433563
validation[          , genome  6423] predictions:    9747/  10000 (97.47%), best:    9772/10000 (97.72%), error:       798.99731, best error:       753.51746 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 158.0455627441s, input_fired_time: 1.5318545103, output_fired_time: 1.3862252235, propagate_forward_time: 60.5041923523, propagate_backward_time: 91.5094604492, weight_update_time: 0.1724879146, other_time: 3.1138153076
epoch time: 12.2306795120s, input_fired_time: 0.1879516244, output_fired_time: 0.0000000000, propagate_forward_time: 11.4953622818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473651886
validation[          , genome  6423] predictions:    9771/  10000 (97.71%), best:    9772/10000 (97.72%), error:       832.39197, best error:       753.51746 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 156.9566040039s, input_fired_time: 1.5275454521, output_fired_time: 1.3802145720, propagate_forward_time: 60.0251159668, propagate_backward_time: 90.9030227661, weight_update_time: 0.1722523719, other_time: 3.1207046509
epoch time: 12.9051408768s, input_fired_time: 0.1947396994, output_fired_time: 0.0000000000, propagate_forward_time: 12.1591930389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512084961
validation[          , genome  6423] predictions:    9769/  10000 (97.69%), best:    9772/10000 (97.72%), error:       802.52979, best error:       753.51746 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 157.6887054443s, input_fired_time: 1.5349369049, output_fired_time: 1.3806765079, propagate_forward_time: 60.3940277100, propagate_backward_time: 91.2667922974, weight_update_time: 0.1725246906, other_time: 3.1122665405
epoch time: 12.6234874725s, input_fired_time: 0.1928607076, output_fired_time: 0.0000000000, propagate_forward_time: 11.8725185394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581083298
validation[          , genome  6423] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       823.91962, best error:       753.51746 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 64.0654067993s, input_fired_time: 0.9629178047, output_fired_time: 0.0000000000, propagate_forward_time: 60.2507705688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8517189026
best training[          , genome  6423] predictions:   49717/  50000 (99.43%), best:    9772/10000 (97.72%), error:      1293.15259, best error:       753.51746 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 12.9061555862s, input_fired_time: 0.1948774457, output_fired_time: 0.0000000000, propagate_forward_time: 12.1456708908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656070709
   testing[          , genome  6423] predictions:    9783/  10000 (97.83%), best:    9772/10000 (97.72%), error:       706.37988, best error:       753.51746 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:53:11 (7544): called boinc_finish(0)

</stderr_txt>
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