Nameexact_genome_1518178202_46_18368_1
Workunit2992391
Created9 Feb 2018, 17:54:08 UTC
Sent9 Feb 2018, 18:36:46 UTC
Report deadline14 Apr 2018, 15:54:22 UTC
Received12 Feb 2018, 17:52:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID70592
Run time22 hours 47 min 26 sec
CPU time22 hours 40 min 45 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.61 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size178.79 MB
Peak swap size181.32 MB
Peak disk usage4.56 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
  10000 (98.72%), best:    9881/10000 (98.81%), error:       431.43942, best error:       386.08496 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 833.6749267578s, input_fired_time: 13.7584676743, output_fired_time: 7.8489980698, propagate_forward_time: 326.6940307617, propagate_backward_time: 468.3945617676, weight_update_time: 0.8297786713, other_time: 16.9788513184
epoch time: 66.1767196655s, input_fired_time: 1.1481504440, output_fired_time: 0.0000000000, propagate_forward_time: 63.0357017517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9928703308
validation[          , genome 18368] predictions:    9868/  10000 (98.68%), best:    9881/10000 (98.81%), error:       412.25464, best error:       386.08496 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 831.2157592773s, input_fired_time: 11.7554712296, output_fired_time: 8.8772439957, propagate_forward_time: 312.4397888184, propagate_backward_time: 484.1842651367, weight_update_time: 2.8273866177, other_time: 13.9589538574
epoch time: 67.1616668701s, input_fired_time: 1.1499654055, output_fired_time: 0.0000000000, propagate_forward_time: 64.0193786621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9923248291
validation[          , genome 18368] predictions:    9831/  10000 (98.31%), best:    9881/10000 (98.81%), error:       578.00409, best error:       386.08496 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 835.0742797852s, input_fired_time: 15.7748622894, output_fired_time: 7.9288105965, propagate_forward_time: 318.5580749512, propagate_backward_time: 478.8776550293, weight_update_time: 0.8259824514, other_time: 13.9348754883
epoch time: 66.2938613892s, input_fired_time: 1.1585373878, output_fired_time: 0.0000000000, propagate_forward_time: 63.1380310059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9972915649
validation[          , genome 18368] predictions:    9827/  10000 (98.27%), best:    9881/10000 (98.81%), error:       587.16766, best error:       386.08496 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 839.8102416992s, input_fired_time: 13.8659410477, output_fired_time: 7.9494662285, propagate_forward_time: 324.6948242188, propagate_backward_time: 479.2227478027, weight_update_time: 0.8345750570, other_time: 14.0772399902
epoch time: 67.4015960693s, input_fired_time: 1.1661849022, output_fired_time: 0.0000000000, propagate_forward_time: 64.2393035889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9961090088
validation[          , genome 18368] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       354.83548, best error:       354.83548 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 827.9044189453s, input_fired_time: 12.7720289230, output_fired_time: 7.9243612289, propagate_forward_time: 313.2785644531, propagate_backward_time: 479.9772949219, weight_update_time: 1.8273634911, other_time: 13.9521484375
epoch time: 67.4506988525s, input_fired_time: 1.1570855379, output_fired_time: 0.0000000000, propagate_forward_time: 64.2825393677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0110702515
validation[          , genome 18368] predictions:    9824/  10000 (98.24%), best:    9888/10000 (98.88%), error:       510.32867, best error:       354.83548 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 827.7687988281s, input_fired_time: 11.7671909332, output_fired_time: 6.9383330345, propagate_forward_time: 313.3082885742, propagate_backward_time: 483.8273925781, weight_update_time: 0.8274558187, other_time: 11.9275512695
epoch time: 67.3707199097s, input_fired_time: 1.1657903194, output_fired_time: 0.0000000000, propagate_forward_time: 64.2099990845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9949340820
validation[          , genome 18368] predictions:    9852/  10000 (98.52%), best:    9888/10000 (98.88%), error:       491.26233, best error:       354.83548 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 828.6525268555s, input_fired_time: 10.7805175781, output_fired_time: 7.9604787827, propagate_forward_time: 322.0678100586, propagate_backward_time: 473.9140014648, weight_update_time: 0.8265110254, other_time: 13.9297485352
epoch time: 66.4038543701s, input_fired_time: 1.1683785915, output_fired_time: 0.0000000000, propagate_forward_time: 63.2178306580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0176429749
validation[          , genome 18368] predictions:    9840/  10000 (98.40%), best:    9888/10000 (98.88%), error:       476.24750, best error:       354.83548 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 830.0402221680s, input_fired_time: 11.7946081161, output_fired_time: 9.9973764420, propagate_forward_time: 316.1022033691, propagate_backward_time: 479.2367248535, weight_update_time: 0.8285762668, other_time: 12.9093017578
epoch time: 67.3522644043s, input_fired_time: 1.1748846769, output_fired_time: 0.0000000000, propagate_forward_time: 62.1666755676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0107078552
validation[          , genome 18368] predictions:    9836/  10000 (98.36%), best:    9888/10000 (98.88%), error:       503.35883, best error:       354.83548 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 831.8496704102s, input_fired_time: 11.7908287048, output_fired_time: 6.9997763634, propagate_forward_time: 320.9713134766, propagate_backward_time: 478.1169128418, weight_update_time: 0.8278152347, other_time: 13.9708557129
epoch time: 67.8189849854s, input_fired_time: 1.1768888235, output_fired_time: 0.0000000000, propagate_forward_time: 64.6241302490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0179672241
validation[          , genome 18368] predictions:    9871/  10000 (98.71%), best:    9888/10000 (98.88%), error:       392.68976, best error:       354.83548 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 837.3257446289s, input_fired_time: 11.7922124863, output_fired_time: 7.0183744431, propagate_forward_time: 326.3488769531, propagate_backward_time: 478.1806335449, weight_update_time: 0.8289052844, other_time: 13.9856262207
epoch time: 66.2946243286s, input_fired_time: 1.1632642746, output_fired_time: 0.0000000000, propagate_forward_time: 63.1421699524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9891929626
validation[          , genome 18368] predictions:    9885/  10000 (98.85%), best:    9888/10000 (98.88%), error:       369.15552, best error:       354.83548 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 833.2839965820s, input_fired_time: 12.7730131149, output_fired_time: 7.9947762489, propagate_forward_time: 322.5565185547, propagate_backward_time: 474.9967956543, weight_update_time: 0.8257322907, other_time: 14.9629211426
epoch time: 66.3837890625s, input_fired_time: 1.1655805111, output_fired_time: 0.0000000000, propagate_forward_time: 63.2226562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9955520630
validation[          , genome 18368] predictions:    9871/  10000 (98.71%), best:    9888/10000 (98.88%), error:       433.70401, best error:       354.83548 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 829.6702880859s, input_fired_time: 12.7928562164, output_fired_time: 6.9988822937, propagate_forward_time: 322.2171020508, propagate_backward_time: 475.7186889648, weight_update_time: 0.8256632090, other_time: 11.9427490234
epoch time: 67.3531417847s, input_fired_time: 1.1704480648, output_fired_time: 0.0000000000, propagate_forward_time: 64.1883468628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9943466187
validation[          , genome 18368] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       323.06256, best error:       323.06256 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 828.8380126953s, input_fired_time: 10.7822132111, output_fired_time: 7.9887380600, propagate_forward_time: 318.0794372559, propagate_backward_time: 480.0604553223, weight_update_time: 0.8281549811, other_time: 11.9271850586
epoch time: 67.2766113281s, input_fired_time: 1.1693398952, output_fired_time: 0.0000000000, propagate_forward_time: 64.1157760620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9914932251
validation[          , genome 18368] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       338.53030, best error:       323.06256 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 830.3109741211s, input_fired_time: 14.7656593323, output_fired_time: 7.9922876358, propagate_forward_time: 318.8305664062, propagate_backward_time: 474.8007202148, weight_update_time: 0.8261508942, other_time: 13.9216918945
epoch time: 67.4849624634s, input_fired_time: 1.1655104160, output_fired_time: 0.0000000000, propagate_forward_time: 64.3094253540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0100250244
validation[          , genome 18368] predictions:    9877/  10000 (98.77%), best:    9902/10000 (99.02%), error:       397.56934, best error:       323.06256 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 832.4227294922s, input_fired_time: 11.7988033295, output_fired_time: 9.9811363220, propagate_forward_time: 316.7005615234, propagate_backward_time: 481.9905700684, weight_update_time: 0.8261106610, other_time: 11.9516296387
epoch time: 68.5590209961s, input_fired_time: 1.1776623726, output_fired_time: 0.0000000000, propagate_forward_time: 65.3525619507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0287933350
validation[          , genome 18368] predictions:    9801/  10000 (98.01%), best:    9902/10000 (99.02%), error:       675.48505, best error:       323.06256 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 828.6121215820s, input_fired_time: 11.8099956512, output_fired_time: 7.9922966957, propagate_forward_time: 323.5469665527, propagate_backward_time: 472.3017883301, weight_update_time: 0.8254957795, other_time: 12.9610595703
epoch time: 67.5419540405s, input_fired_time: 1.1810933352, output_fired_time: 0.0000000000, propagate_forward_time: 64.3495559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0113067627
validation[          , genome 18368] predictions:    9855/  10000 (98.55%), best:    9902/10000 (99.02%), error:       461.79056, best error:       323.06256 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 831.9043579102s, input_fired_time: 13.7925004959, output_fired_time: 6.9855771065, propagate_forward_time: 323.6204833984, propagate_backward_time: 474.5709838867, weight_update_time: 0.8227594495, other_time: 12.9348144531
epoch time: 67.4786224365s, input_fired_time: 1.1729524136, output_fired_time: 0.0000000000, propagate_forward_time: 64.2988204956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0068511963
validation[          , genome 18368] predictions:    9886/  10000 (98.86%), best:    9902/10000 (99.02%), error:       355.56900, best error:       323.06256 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 832.7166748047s, input_fired_time: 13.8324327469, output_fired_time: 7.0054669380, propagate_forward_time: 316.9150695801, propagate_backward_time: 478.9591979980, weight_update_time: 0.8264266253, other_time: 16.0044555664
epoch time: 67.3386383057s, input_fired_time: 1.1753321886, output_fired_time: 0.0000000000, propagate_forward_time: 64.1705932617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9927139282
validation[          , genome 18368] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       314.14148, best error:       314.14148 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 830.2890014648s, input_fired_time: 13.8160772324, output_fired_time: 7.9905118942, propagate_forward_time: 308.5979003906, propagate_backward_time: 485.9836730957, weight_update_time: 0.8255279660, other_time: 13.9007873535
epoch time: 67.3598709106s, input_fired_time: 1.1763274670, output_fired_time: 0.0000000000, propagate_forward_time: 64.1843490601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9991912842
validation[          , genome 18368] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       357.39285, best error:       314.14148 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 833.1322021484s, input_fired_time: 12.8336744308, output_fired_time: 7.9976959229, propagate_forward_time: 311.8558959961, propagate_backward_time: 484.4736938477, weight_update_time: 0.8276371956, other_time: 15.9712524414
epoch time: 68.3660125732s, input_fired_time: 1.1749088764, output_fired_time: 0.0000000000, propagate_forward_time: 65.1925811768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9985198975
validation[          , genome 18368] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       376.33640, best error:       314.14148 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 832.0301513672s, input_fired_time: 10.8221025467, output_fired_time: 6.9991674423, propagate_forward_time: 318.9686889648, propagate_backward_time: 483.2824096680, weight_update_time: 0.8277512789, other_time: 11.9578247070
epoch time: 67.3785095215s, input_fired_time: 2.1767027378, output_fired_time: 0.0000000000, propagate_forward_time: 63.1877975464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0140075684
validation[          , genome 18368] predictions:    9903/  10000 (99.03%), best:    9900/10000 (99.00%), error:       326.20090, best error:       314.14148 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 834.2692871094s, input_fired_time: 12.8422899246, output_fired_time: 8.0215473175, propagate_forward_time: 320.3998107910, propagate_backward_time: 481.0316467285, weight_update_time: 0.8305917978, other_time: 11.9739990234
epoch time: 68.5786819458s, input_fired_time: 2.1943371296, output_fired_time: 0.0000000000, propagate_forward_time: 64.3158416748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0685043335
validation[          , genome 18368] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       297.68192, best error:       297.68192 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 831.5196533203s, input_fired_time: 10.8649187088, output_fired_time: 8.0133953094, propagate_forward_time: 321.6293640137, propagate_backward_time: 477.9939575195, weight_update_time: 0.8297753334, other_time: 13.0180358887
epoch time: 68.3656387329s, input_fired_time: 1.1725012064, output_fired_time: 0.0000000000, propagate_forward_time: 65.1943664551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9987716675
validation[          , genome 18368] predictions:    9882/  10000 (98.82%), best:    9904/10000 (99.04%), error:       376.37051, best error:       297.68192 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 832.5175170898s, input_fired_time: 10.8539581299, output_fired_time: 7.0155735016, propagate_forward_time: 320.7643432617, propagate_backward_time: 481.8525390625, weight_update_time: 0.8279606700, other_time: 12.0311279297
epoch time: 67.7274627686s, input_fired_time: 1.1821435690, output_fired_time: 0.0000000000, propagate_forward_time: 64.5396957397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0056228638
validation[          , genome 18368] predictions:    9894/  10000 (98.94%), best:    9904/10000 (99.04%), error:       322.88007, best error:       297.68192 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 853.1422729492s, input_fired_time: 12.9747943878, output_fired_time: 7.1086473465, propagate_forward_time: 333.1649169922, propagate_backward_time: 483.6454772949, weight_update_time: 0.8467117548, other_time: 16.2484436035
epoch time: 69.2281799316s, input_fired_time: 1.2112785578, output_fired_time: 0.0000000000, propagate_forward_time: 64.9204864502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0964126587
validation[          , genome 18368] predictions:    9865/  10000 (98.65%), best:    9904/10000 (99.04%), error:       464.31403, best error:       297.68192 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 844.9182739258s, input_fired_time: 10.9136648178, output_fired_time: 7.0688915253, propagate_forward_time: 330.7870178223, propagate_backward_time: 480.9129943848, weight_update_time: 2.8379681110, other_time: 15.2357177734
epoch time: 66.7076263428s, input_fired_time: 1.1794053316, output_fired_time: 0.0000000000, propagate_forward_time: 63.5228652954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0053558350
validation[          , genome 18368] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       273.60181, best error:       273.60181 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 835.7886352539s, input_fired_time: 11.8402938843, output_fired_time: 7.0072917938, propagate_forward_time: 317.7221679688, propagate_backward_time: 486.2276306152, weight_update_time: 0.8268449903, other_time: 12.9913024902
epoch time: 67.3583831787s, input_fired_time: 1.1637753248, output_fired_time: 0.0000000000, propagate_forward_time: 64.1963500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9982604980
validation[          , genome 18368] predictions:    9881/  10000 (98.81%), best:    9914/10000 (99.14%), error:       388.08350, best error:       273.60181 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 832.3708496094s, input_fired_time: 11.8385143280, output_fired_time: 6.9961705208, propagate_forward_time: 322.3356018066, propagate_backward_time: 477.2276611328, weight_update_time: 0.8253009319, other_time: 13.9729309082
epoch time: 67.6602554321s, input_fired_time: 1.1748321056, output_fired_time: 0.0000000000, propagate_forward_time: 63.4661293030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0192909241
validation[          , genome 18368] predictions:    9906/  10000 (99.06%), best:    9914/10000 (99.14%), error:       298.73529, best error:       273.60181 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 827.6770019531s, input_fired_time: 12.8136873245, output_fired_time: 6.9995703697, propagate_forward_time: 318.1817932129, propagate_backward_time: 477.7617492676, weight_update_time: 0.8261404634, other_time: 11.9202270508
epoch time: 67.2968215942s, input_fired_time: 1.1676290035, output_fired_time: 0.0000000000, propagate_forward_time: 64.1322250366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9969711304
validation[          , genome 18368] predictions:    9895/  10000 (98.95%), best:    9914/10000 (99.14%), error:       320.85358, best error:       273.60181 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 832.7066040039s, input_fired_time: 10.8474283218, output_fired_time: 8.0110006332, propagate_forward_time: 317.4606323242, propagate_backward_time: 484.4013061523, weight_update_time: 0.8263823390, other_time: 11.9862670898
epoch time: 67.3057708740s, input_fired_time: 1.1765220165, output_fired_time: 0.0000000000, propagate_forward_time: 63.1162986755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0129508972
validation[          , genome 18368] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       272.03732, best error:       272.03732 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 830.5004882812s, input_fired_time: 10.8380441666, output_fired_time: 8.0123405457, propagate_forward_time: 327.5996398926, propagate_backward_time: 471.1332397461, weight_update_time: 0.8245079517, other_time: 12.9172058105
epoch time: 67.4819412231s, input_fired_time: 1.1783549786, output_fired_time: 0.0000000000, propagate_forward_time: 64.3099060059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9936828613
validation[          , genome 18368] predictions:    9909/  10000 (99.09%), best:    9917/10000 (99.17%), error:       274.36768, best error:       272.03732 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 829.1276245117s, input_fired_time: 11.8255987167, output_fired_time: 8.0011844635, propagate_forward_time: 316.3205871582, propagate_backward_time: 480.0577697754, weight_update_time: 0.8261266947, other_time: 12.9224853516
epoch time: 66.6620178223s, input_fired_time: 1.1880776882, output_fired_time: 0.0000000000, propagate_forward_time: 63.4591217041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0148162842
validation[          , genome 18368] predictions:    9882/  10000 (98.82%), best:    9917/10000 (99.17%), error:       378.48215, best error:       272.03732 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 830.5697631836s, input_fired_time: 12.8337554932, output_fired_time: 7.9975247383, propagate_forward_time: 323.9700927734, propagate_backward_time: 471.8476562500, weight_update_time: 0.8233949542, other_time: 13.9207763672
epoch time: 67.2825088501s, input_fired_time: 1.1798670292, output_fired_time: 0.0000000000, propagate_forward_time: 63.1079483032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9946899414
validation[          , genome 18368] predictions:    9897/  10000 (98.97%), best:    9917/10000 (99.17%), error:       312.47147, best error:       272.03732 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 832.5035400391s, input_fired_time: 11.8722314835, output_fired_time: 9.0261335373, propagate_forward_time: 322.1954345703, propagate_backward_time: 474.4464111328, weight_update_time: 0.8269306421, other_time: 14.9633178711
epoch time: 68.2097549438s, input_fired_time: 1.1737661362, output_fired_time: 0.0000000000, propagate_forward_time: 65.0554656982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9805221558
validation[          , genome 18368] predictions:    9906/  10000 (99.06%), best:    9917/10000 (99.17%), error:       309.60641, best error:       272.03732 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 834.9976806641s, input_fired_time: 10.8751220703, output_fired_time: 8.0141639709, propagate_forward_time: 326.6690368652, propagate_backward_time: 475.5103759766, weight_update_time: 0.8255901933, other_time: 13.9289855957
epoch time: 66.7099304199s, input_fired_time: 1.1912755966, output_fired_time: 0.0000000000, propagate_forward_time: 63.5046424866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0140113831
validation[          , genome 18368] predictions:    9911/  10000 (99.11%), best:    9917/10000 (99.17%), error:       297.34958, best error:       272.03732 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 835.3274536133s, input_fired_time: 13.8691282272, output_fired_time: 6.9967150688, propagate_forward_time: 329.5788269043, propagate_backward_time: 469.9399719238, weight_update_time: 0.8275353909, other_time: 14.9428100586
epoch time: 67.3587951660s, input_fired_time: 1.1789071560, output_fired_time: 0.0000000000, propagate_forward_time: 63.1777877808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0020980835
validation[          , genome 18368] predictions:    9902/  10000 (99.02%), best:    9917/10000 (99.17%), error:       300.28864, best error:       272.03732 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 827.3937377930s, input_fired_time: 10.8455820084, output_fired_time: 7.0081286430, propagate_forward_time: 321.3198547363, propagate_backward_time: 475.2704772949, weight_update_time: 0.8263862133, other_time: 12.9497070312
epoch time: 67.5616226196s, input_fired_time: 1.1856772900, output_fired_time: 0.0000000000, propagate_forward_time: 63.3604621887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0154838562
validation[          , genome 18368] predictions:    9906/  10000 (99.06%), best:    9917/10000 (99.17%), error:       349.62750, best error:       272.03732 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 829.9527587891s, input_fired_time: 10.8721485138, output_fired_time: 7.0213356018, propagate_forward_time: 315.8823547363, propagate_backward_time: 483.1741333008, weight_update_time: 0.8284434080, other_time: 13.0027770996
epoch time: 67.5765457153s, input_fired_time: 1.1892588139, output_fired_time: 0.0000000000, propagate_forward_time: 64.3644714355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0228118896
validation[          , genome 18368] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       256.66959, best error:       256.66959 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 833.3056640625s, input_fired_time: 11.8721666336, output_fired_time: 8.0127830505, propagate_forward_time: 325.1806945801, propagate_backward_time: 474.5563354492, weight_update_time: 0.8298434019, other_time: 13.6836853027
epoch time: 67.5100936890s, input_fired_time: 1.1915619373, output_fired_time: 0.0000000000, propagate_forward_time: 64.2991790771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0193557739
validation[          , genome 18368] predictions:    9912/  10000 (99.12%), best:    9914/10000 (99.14%), error:       265.11212, best error:       256.66959 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 834.6036987305s, input_fired_time: 12.8968296051, output_fired_time: 8.0321969986, propagate_forward_time: 322.8959960938, propagate_backward_time: 475.7550964355, weight_update_time: 0.8315871954, other_time: 15.0235290527
epoch time: 67.3410491943s, input_fired_time: 1.1835871935, output_fired_time: 0.0000000000, propagate_forward_time: 64.1628723145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9945907593
validation[          , genome 18368] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       256.25284, best error:       256.25284 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 828.2525634766s, input_fired_time: 11.8563661575, output_fired_time: 7.0038390160, propagate_forward_time: 321.5901489258, propagate_backward_time: 475.8529052734, weight_update_time: 0.8266202211, other_time: 11.9492797852
epoch time: 66.4691467285s, input_fired_time: 1.1866050959, output_fired_time: 0.0000000000, propagate_forward_time: 63.2747344971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0078048706
validation[          , genome 18368] predictions:    9912/  10000 (99.12%), best:    9918/10000 (99.18%), error:       291.58618, best error:       256.25284 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 826.1583251953s, input_fired_time: 11.8479757309, output_fired_time: 7.0025410652, propagate_forward_time: 310.1722106934, propagate_backward_time: 482.2040405273, weight_update_time: 0.8269808292, other_time: 14.9315490723
epoch time: 68.5273818970s, input_fired_time: 1.1890714169, output_fired_time: 0.0000000000, propagate_forward_time: 65.3323745728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0059356689
validation[          , genome 18368] predictions:    9907/  10000 (99.07%), best:    9918/10000 (99.18%), error:       315.01511, best error:       256.25284 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 829.1858520508s, input_fired_time: 11.8730297089, output_fired_time: 8.0281209946, propagate_forward_time: 316.2855834961, propagate_backward_time: 479.0633850098, weight_update_time: 0.8279789686, other_time: 13.9356994629
epoch time: 67.2559204102s, input_fired_time: 1.1795091629, output_fired_time: 0.0000000000, propagate_forward_time: 63.0826034546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9938049316
validation[          , genome 18368] predictions:    9907/  10000 (99.07%), best:    9918/10000 (99.18%), error:       263.65845, best error:       256.25284 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 830.0158081055s, input_fired_time: 11.8777141571, output_fired_time: 8.0178098679, propagate_forward_time: 320.6276855469, propagate_backward_time: 476.5484008789, weight_update_time: 0.8261154294, other_time: 12.9442138672
epoch time: 67.6841888428s, input_fired_time: 1.1945855618, output_fired_time: 0.0000000000, propagate_forward_time: 64.4816589355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0079421997
validation[          , genome 18368] predictions:    9917/  10000 (99.17%), best:    9918/10000 (99.18%), error:       280.11423, best error:       256.25284 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 833.8411254883s, input_fired_time: 12.9010066986, output_fired_time: 8.0288114548, propagate_forward_time: 330.7751464844, propagate_backward_time: 466.1814575195, weight_update_time: 0.8242259622, other_time: 15.9547119141
epoch time: 66.8681564331s, input_fired_time: 1.1914695501, output_fired_time: 0.0000000000, propagate_forward_time: 63.6663627625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0103263855
validation[          , genome 18368] predictions:    9906/  10000 (99.06%), best:    9918/10000 (99.18%), error:       297.67245, best error:       256.25284 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 833.8917846680s, input_fired_time: 10.9047689438, output_fired_time: 8.0167837143, propagate_forward_time: 315.7406921387, propagate_backward_time: 487.2478637695, weight_update_time: 0.8313958645, other_time: 11.9816589355
epoch time: 66.2947921753s, input_fired_time: 1.1857506037, output_fired_time: 0.0000000000, propagate_forward_time: 62.1107940674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9982452393
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9921/10000 (99.21%), error:       251.61520, best error:       251.61520 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 829.3193969727s, input_fired_time: 13.8709154129, output_fired_time: 7.9937648773, propagate_forward_time: 317.2743225098, propagate_backward_time: 478.2520446777, weight_update_time: 0.8251453042, other_time: 11.9283447266
epoch time: 67.6598510742s, input_fired_time: 1.1934164762, output_fired_time: 0.0000000000, propagate_forward_time: 64.4576721191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0087661743
validation[          , genome 18368] predictions:    9915/  10000 (99.15%), best:    9921/10000 (99.21%), error:       275.13235, best error:       251.61520 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 830.1033935547s, input_fired_time: 10.8833541870, output_fired_time: 7.0048098564, propagate_forward_time: 314.7673645020, propagate_backward_time: 481.4974060059, weight_update_time: 0.8272771835, other_time: 15.9504394531
epoch time: 67.3837203979s, input_fired_time: 1.1833435297, output_fired_time: 0.0000000000, propagate_forward_time: 64.2106170654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9897613525
validation[          , genome 18368] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       242.22281, best error:       242.22281 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 832.0101318359s, input_fired_time: 10.8625602722, output_fired_time: 7.0081810951, propagate_forward_time: 324.6807861328, propagate_backward_time: 473.4982604980, weight_update_time: 2.8300049305, other_time: 15.9603576660
epoch time: 68.3816146851s, input_fired_time: 2.1883399487, output_fired_time: 0.0000000000, propagate_forward_time: 64.1939697266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9993057251
validation[          , genome 18368] predictions:    9922/  10000 (99.22%), best:    9924/10000 (99.24%), error:       254.33696, best error:       242.22281 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 831.7744140625s, input_fired_time: 10.8860940933, output_fired_time: 8.0041933060, propagate_forward_time: 331.6257019043, propagate_backward_time: 466.2982788086, weight_update_time: 0.8270830512, other_time: 14.9601135254
epoch time: 67.5613708496s, input_fired_time: 1.1946461201, output_fired_time: 0.0000000000, propagate_forward_time: 64.3595581055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0071640015
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       253.93243, best error:       242.22281 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 831.2765502930s, input_fired_time: 11.8824157715, output_fired_time: 9.0101661682, propagate_forward_time: 323.6757812500, propagate_backward_time: 472.7373657227, weight_update_time: 1.8295015097, other_time: 13.9708251953
epoch time: 67.3047409058s, input_fired_time: 1.1847666502, output_fired_time: 0.0000000000, propagate_forward_time: 64.1192703247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0007019043
validation[          , genome 18368] predictions:    9909/  10000 (99.09%), best:    9924/10000 (99.24%), error:       284.36700, best error:       242.22281 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 831.6146240234s, input_fired_time: 10.8778295517, output_fired_time: 8.0056486130, propagate_forward_time: 326.5649108887, propagate_backward_time: 472.2222595215, weight_update_time: 0.8276689649, other_time: 13.9439697266
epoch time: 66.4316558838s, input_fired_time: 1.1889287233, output_fired_time: 0.0000000000, propagate_forward_time: 63.2331199646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0096092224
validation[          , genome 18368] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       257.42596, best error:       242.22281 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 830.0402221680s, input_fired_time: 10.8526992798, output_fired_time: 7.9994397163, propagate_forward_time: 314.1469116211, propagate_backward_time: 482.1255493164, weight_update_time: 0.8237373233, other_time: 14.9155883789
epoch time: 67.3793716431s, input_fired_time: 1.1840773821, output_fired_time: 0.0000000000, propagate_forward_time: 64.2008285522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9944686890
validation[          , genome 18368] predictions:    9914/  10000 (99.14%), best:    9924/10000 (99.24%), error:       270.98633, best error:       242.22281 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 829.9354858398s, input_fired_time: 12.8678197861, output_fired_time: 8.0162181854, propagate_forward_time: 316.0216064453, propagate_backward_time: 481.0229797363, weight_update_time: 0.8282755613, other_time: 12.0068664551
epoch time: 68.1467361450s, input_fired_time: 1.1910814047, output_fired_time: 0.0000000000, propagate_forward_time: 64.9423980713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0132598877
validation[          , genome 18368] predictions:    9920/  10000 (99.20%), best:    9924/10000 (99.24%), error:       249.88174, best error:       242.22281 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 834.1744384766s, input_fired_time: 12.9104623795, output_fired_time: 7.0484900475, propagate_forward_time: 317.4026489258, propagate_backward_time: 484.8220520020, weight_update_time: 0.8289876580, other_time: 11.9908142090
epoch time: 68.2391357422s, input_fired_time: 1.1907804012, output_fired_time: 0.0000000000, propagate_forward_time: 65.0224838257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0258712769
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       264.77991, best error:       242.22281 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 828.0141601562s, input_fired_time: 11.8813343048, output_fired_time: 7.0111546516, propagate_forward_time: 313.7000427246, propagate_backward_time: 482.5056762695, weight_update_time: 0.8274892569, other_time: 12.9159240723
epoch time: 67.6054992676s, input_fired_time: 1.1873522997, output_fired_time: 0.0000000000, propagate_forward_time: 63.4035568237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0145874023
validation[          , genome 18368] predictions:    9926/  10000 (99.26%), best:    9924/10000 (99.24%), error:       249.33347, best error:       242.22281 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 830.5440063477s, input_fired_time: 11.9008207321, output_fired_time: 9.0333786011, propagate_forward_time: 328.1243896484, propagate_backward_time: 469.5370788574, weight_update_time: 0.8278079033, other_time: 11.9483337402
epoch time: 66.4049377441s, input_fired_time: 1.1894593239, output_fired_time: 0.0000000000, propagate_forward_time: 63.2144050598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0010719299
validation[          , genome 18368] predictions:    9917/  10000 (99.17%), best:    9924/10000 (99.24%), error:       252.76915, best error:       242.22281 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 834.3036499023s, input_fired_time: 10.8864660263, output_fired_time: 8.0019626617, propagate_forward_time: 317.8749694824, propagate_backward_time: 482.5910339355, weight_update_time: 0.8250914812, other_time: 14.9492187500
epoch time: 66.6155014038s, input_fired_time: 1.1900335550, output_fired_time: 0.0000000000, propagate_forward_time: 63.4340248108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9914436340
validation[          , genome 18368] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       284.21365, best error:       242.22281 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 830.2458496094s, input_fired_time: 11.8980369568, output_fired_time: 7.0181941986, propagate_forward_time: 321.2042236328, propagate_backward_time: 477.1295471191, weight_update_time: 0.8278295994, other_time: 12.9958801270
epoch time: 67.4051589966s, input_fired_time: 1.1875061989, output_fired_time: 0.0000000000, propagate_forward_time: 64.2137527466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0038986206
validation[          , genome 18368] predictions:    9920/  10000 (99.20%), best:    9924/10000 (99.24%), error:       252.70764, best error:       242.22281 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 830.6473388672s, input_fired_time: 11.8764801025, output_fired_time: 9.0097761154, propagate_forward_time: 315.5332641602, propagate_backward_time: 479.2587890625, weight_update_time: 2.8256144524, other_time: 14.9690551758
epoch time: 67.4527282715s, input_fired_time: 1.1866201162, output_fired_time: 0.0000000000, propagate_forward_time: 64.2604598999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0056457520
validation[          , genome 18368] predictions:    9920/  10000 (99.20%), best:    9924/10000 (99.24%), error:       259.58936, best error:       242.22281 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 828.6576538086s, input_fired_time: 11.8674392700, output_fired_time: 8.0209255219, propagate_forward_time: 321.3680725098, propagate_backward_time: 474.4302673340, weight_update_time: 0.8270462751, other_time: 12.9709472656
epoch time: 68.7412719727s, input_fired_time: 1.1927278042, output_fired_time: 0.0000000000, propagate_forward_time: 65.5408935547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0076522827
validation[          , genome 18368] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       262.48401, best error:       242.22281 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 826.8967285156s, input_fired_time: 12.8650321960, output_fired_time: 6.9979062080, propagate_forward_time: 321.0731201172, propagate_backward_time: 473.0155639648, weight_update_time: 0.8263653517, other_time: 12.9450683594
epoch time: 67.8129196167s, input_fired_time: 1.1942937374, output_fired_time: 0.0000000000, propagate_forward_time: 64.6183090210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0003204346
validation[          , genome 18368] predictions:    9925/  10000 (99.25%), best:    9924/10000 (99.24%), error:       267.23010, best error:       242.22281 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 833.7342529297s, input_fired_time: 10.8815994263, output_fired_time: 8.0111131668, propagate_forward_time: 315.0068969727, propagate_backward_time: 486.8590087891, weight_update_time: 0.8275541663, other_time: 12.9756469727
epoch time: 68.2721405029s, input_fired_time: 1.1997845173, output_fired_time: 0.0000000000, propagate_forward_time: 65.0391540527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0332031250
validation[          , genome 18368] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       260.70468, best error:       242.22281 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 834.2514648438s, input_fired_time: 12.8993988037, output_fired_time: 7.0292930603, propagate_forward_time: 325.6239624023, propagate_backward_time: 474.7783508301, weight_update_time: 0.8285571337, other_time: 13.9204406738
epoch time: 66.5510177612s, input_fired_time: 1.2000472546, output_fired_time: 0.0000000000, propagate_forward_time: 63.3277664185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0232009888
validation[          , genome 18368] predictions:    9914/  10000 (99.14%), best:    9924/10000 (99.24%), error:       262.94403, best error:       242.22281 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 827.5706787109s, input_fired_time: 11.8793916702, output_fired_time: 8.0042514801, propagate_forward_time: 319.4132385254, propagate_backward_time: 475.3410644531, weight_update_time: 0.8245317936, other_time: 12.9327087402
epoch time: 67.4023132324s, input_fired_time: 1.1893409491, output_fired_time: 0.0000000000, propagate_forward_time: 63.2184410095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9945335388
validation[          , genome 18368] predictions:    9926/  10000 (99.26%), best:    9924/10000 (99.24%), error:       250.70990, best error:       242.22281 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 828.2603149414s, input_fired_time: 12.8802995682, output_fired_time: 8.0127229691, propagate_forward_time: 313.8447570801, propagate_backward_time: 480.5959167480, weight_update_time: 0.8269236088, other_time: 12.9266357422
epoch time: 66.4304351807s, input_fired_time: 1.1893426180, output_fired_time: 0.0000000000, propagate_forward_time: 62.2345199585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0065689087
validation[          , genome 18368] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       261.51288, best error:       242.22281 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 829.3336181641s, input_fired_time: 13.8954524994, output_fired_time: 11.0095577240, propagate_forward_time: 318.9807434082, propagate_backward_time: 473.4633483887, weight_update_time: 0.8274171948, other_time: 11.9844970703
epoch time: 67.3736419678s, input_fired_time: 1.1899204254, output_fired_time: 0.0000000000, propagate_forward_time: 64.1711502075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0125732422
validation[          , genome 18368] predictions:    9915/  10000 (99.15%), best:    9924/10000 (99.24%), error:       260.93845, best error:       242.22281 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 827.9207763672s, input_fired_time: 11.8813142776, output_fired_time: 9.0053710938, propagate_forward_time: 313.6896057129, propagate_backward_time: 477.4210205078, weight_update_time: 0.8242095709, other_time: 15.9234924316
epoch time: 67.3590927124s, input_fired_time: 1.1851537228, output_fired_time: 0.0000000000, propagate_forward_time: 64.1578063965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0161361694
validation[          , genome 18368] predictions:    9913/  10000 (99.13%), best:    9924/10000 (99.24%), error:       262.57452, best error:       242.22281 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 829.3238525391s, input_fired_time: 10.8635463715, output_fired_time: 8.0062875748, propagate_forward_time: 323.2421264648, propagate_backward_time: 474.2792968750, weight_update_time: 0.8259709477, other_time: 12.9326171875
epoch time: 69.0799255371s, input_fired_time: 1.2000956535, output_fired_time: 0.0000000000, propagate_forward_time: 65.8527984619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0270309448
validation[          , genome 18368] predictions:    9917/  10000 (99.17%), best:    9924/10000 (99.24%), error:       257.33374, best error:       242.22281 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 835.6253051758s, input_fired_time: 11.9131612778, output_fired_time: 7.0280618668, propagate_forward_time: 321.7172241211, propagate_backward_time: 479.9667968750, weight_update_time: 0.8300364614, other_time: 15.0000610352
epoch time: 66.4149017334s, input_fired_time: 2.1863460541, output_fired_time: 0.0000000000, propagate_forward_time: 62.2148780823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0136756897
validation[          , genome 18368] predictions:    9923/  10000 (99.23%), best:    9924/10000 (99.24%), error:       260.36096, best error:       242.22281 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 829.9077148438s, input_fired_time: 10.8771171570, output_fired_time: 10.0034170151, propagate_forward_time: 315.5703125000, propagate_backward_time: 478.5423278809, weight_update_time: 0.8276891112, other_time: 14.9145202637
epoch time: 68.5816650391s, input_fired_time: 1.1901018620, output_fired_time: 0.0000000000, propagate_forward_time: 64.3748779297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0166854858
validation[          , genome 18368] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       260.09680, best error:       242.22281 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 841.6818847656s, input_fired_time: 12.9653444290, output_fired_time: 7.0512475967, propagate_forward_time: 316.8532714844, propagate_backward_time: 488.7659912109, weight_update_time: 0.8320836425, other_time: 16.0460205078
epoch time: 67.4809036255s, input_fired_time: 1.1917724609, output_fired_time: 0.0000000000, propagate_forward_time: 64.2857894897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0033416748
validation[          , genome 18368] predictions:    9925/  10000 (99.25%), best:    9924/10000 (99.24%), error:       254.33110, best error:       242.22281 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 832.7798461914s, input_fired_time: 11.9059820175, output_fired_time: 8.0150079727, propagate_forward_time: 320.7474060059, propagate_backward_time: 478.0942687988, weight_update_time: 0.8277791142, other_time: 14.0171508789
epoch time: 68.4529800415s, input_fired_time: 1.1968630552, output_fired_time: 0.0000000000, propagate_forward_time: 65.2453689575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0107498169
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       253.44687, best error:       242.22281 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 828.2468872070s, input_fired_time: 10.8995265961, output_fired_time: 7.0101332664, propagate_forward_time: 310.6936645508, propagate_backward_time: 484.6748046875, weight_update_time: 0.8267235756, other_time: 14.9687500000
epoch time: 68.6104736328s, input_fired_time: 1.1922525167, output_fired_time: 0.0000000000, propagate_forward_time: 65.4129714966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0052490234
validation[          , genome 18368] predictions:    9920/  10000 (99.20%), best:    9924/10000 (99.24%), error:       254.85515, best error:       242.22281 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 828.8394775391s, input_fired_time: 10.9120721817, output_fired_time: 10.0214767456, propagate_forward_time: 316.8364868164, propagate_backward_time: 476.1333007812, weight_update_time: 0.8269352317, other_time: 14.9361572266
epoch time: 66.3757171631s, input_fired_time: 1.1877814531, output_fired_time: 0.0000000000, propagate_forward_time: 63.1938552856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9940795898
validation[          , genome 18368] predictions:    9913/  10000 (99.13%), best:    9924/10000 (99.24%), error:       265.87830, best error:       242.22281 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 829.2252197266s, input_fired_time: 11.9027948380, output_fired_time: 7.0196018219, propagate_forward_time: 321.4801330566, propagate_backward_time: 476.8679199219, weight_update_time: 0.8292808533, other_time: 11.9548034668
epoch time: 67.6144714355s, input_fired_time: 1.1999515295, output_fired_time: 0.0000000000, propagate_forward_time: 64.3959426880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0185775757
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       260.73938, best error:       242.22281 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 838.2736206055s, input_fired_time: 10.9116773605, output_fired_time: 9.0206727982, propagate_forward_time: 313.5240173340, propagate_backward_time: 491.8412780762, weight_update_time: 0.8297506571, other_time: 12.9759521484
epoch time: 68.4168930054s, input_fired_time: 1.2161235809, output_fired_time: 0.0000000000, propagate_forward_time: 65.1735610962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0272064209
validation[          , genome 18368] predictions:    9920/  10000 (99.20%), best:    9924/10000 (99.24%), error:       265.00128, best error:       242.22281 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 840.7965087891s, input_fired_time: 10.9514722824, output_fired_time: 8.0599098206, propagate_forward_time: 328.3690795898, propagate_backward_time: 481.3277893066, weight_update_time: 0.8307170272, other_time: 12.0882263184
epoch time: 66.5091094971s, input_fired_time: 1.1934127808, output_fired_time: 0.0000000000, propagate_forward_time: 63.3027610779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0129356384
validation[          , genome 18368] predictions:    9925/  10000 (99.25%), best:    9924/10000 (99.24%), error:       259.26727, best error:       242.22281 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 835.5593261719s, input_fired_time: 12.8988866806, output_fired_time: 7.0118002892, propagate_forward_time: 324.7726440430, propagate_backward_time: 477.9166870117, weight_update_time: 0.8267081380, other_time: 12.9593505859
epoch time: 67.4682846069s, input_fired_time: 1.1928091049, output_fired_time: 0.0000000000, propagate_forward_time: 63.2528572083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0226173401
validation[          , genome 18368] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       267.26297, best error:       242.22281 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 827.0956420898s, input_fired_time: 12.9005832672, output_fired_time: 8.0170698166, propagate_forward_time: 315.5308837891, propagate_backward_time: 477.7080078125, weight_update_time: 0.8271942735, other_time: 12.9390869141
epoch time: 67.3811035156s, input_fired_time: 1.1881589890, output_fired_time: 0.0000000000, propagate_forward_time: 63.1991615295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9937858582
validation[          , genome 18368] predictions:    9922/  10000 (99.22%), best:    9924/10000 (99.24%), error:       264.19965, best error:       242.22281 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 828.2752075195s, input_fired_time: 10.9146308899, output_fired_time: 8.0101184845, propagate_forward_time: 322.7616577148, propagate_backward_time: 473.6646118164, weight_update_time: 0.8251767159, other_time: 12.9241943359
epoch time: 67.7215270996s, input_fired_time: 1.1946994066, output_fired_time: 0.0000000000, propagate_forward_time: 64.4781723022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0486526489
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       262.87860, best error:       242.22281 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 830.8533325195s, input_fired_time: 10.8985385895, output_fired_time: 8.0001535416, propagate_forward_time: 325.6712036133, propagate_backward_time: 471.3551635742, weight_update_time: 0.8257098794, other_time: 14.9282226562
epoch time: 66.4575042725s, input_fired_time: 1.1942870617, output_fired_time: 0.0000000000, propagate_forward_time: 62.2616004944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0016136169
validation[          , genome 18368] predictions:    9921/  10000 (99.21%), best:    9924/10000 (99.24%), error:       260.68704, best error:       242.22281 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 827.6530151367s, input_fired_time: 12.8813209534, output_fired_time: 7.9954051971, propagate_forward_time: 322.9185180664, propagate_backward_time: 470.9584655762, weight_update_time: 0.8250007033, other_time: 12.8992614746
epoch time: 67.2563629150s, input_fired_time: 2.1841881275, output_fired_time: 0.0000000000, propagate_forward_time: 62.0781402588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9940338135
validation[          , genome 18368] predictions:    9919/  10000 (99.19%), best:    9924/10000 (99.24%), error:       263.11224, best error:       242.22281 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 828.9931030273s, input_fired_time: 12.8992881775, output_fired_time: 9.0075101852, propagate_forward_time: 318.5478210449, propagate_backward_time: 470.5345153809, weight_update_time: 1.8294627666, other_time: 18.0039672852
epoch time: 66.3726959229s, input_fired_time: 1.1927130222, output_fired_time: 0.0000000000, propagate_forward_time: 63.1750564575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0049285889
validation[          , genome 18368] predictions:    9917/  10000 (99.17%), best:    9924/10000 (99.24%), error:       261.89572, best error:       242.22281 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 834.4396972656s, input_fired_time: 11.8937072754, output_fired_time: 11.0081300735, propagate_forward_time: 310.0592651367, propagate_backward_time: 487.5256958008, weight_update_time: 0.8257319331, other_time: 13.9529418945
epoch time: 68.4467315674s, input_fired_time: 1.2023117542, output_fired_time: 0.0000000000, propagate_forward_time: 65.2197494507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0246734619
validation[          , genome 18368] predictions:    9916/  10000 (99.16%), best:    9924/10000 (99.24%), error:       263.56357, best error:       242.22281 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 827.8159179688s, input_fired_time: 11.8937091827, output_fired_time: 7.0090532303, propagate_forward_time: 314.5734558105, propagate_backward_time: 480.4093322754, weight_update_time: 0.8260615468, other_time: 13.9303588867
epoch time: 67.5057907104s, input_fired_time: 1.1897131205, output_fired_time: 0.0000000000, propagate_forward_time: 64.3022384644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0138397217
validation[          , genome 18368] predictions:    9915/  10000 (99.15%), best:    9924/10000 (99.24%), error:       262.31702, best error:       242.22281 on epoch:    62, 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: 336.6072082520s, input_fired_time: 6.0145668983, output_fired_time: 0.0000000000, propagate_forward_time: 319.4884033203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.1042480469
best training[          , genome 18368] predictions:   50000/  50000 (100.00%), best:    9924/10000 (99.24%), error:        76.11200, best error:       242.22281 on epoch:    62, 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: 66.4756622314s, input_fired_time: 1.1738384962, output_fired_time: 0.0000000000, propagate_forward_time: 63.3029022217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9989242554
   testing[          , genome 18368] predictions:    9924/  10000 (99.24%), best:    9924/10000 (99.24%), error:       219.81494, best error:       242.22281 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:40:50 (9832): called boinc_finish(0)

</stderr_txt>
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