Nameexact_genome_1512568488_45_4085_0
Workunit2591692
Created7 Dec 2017, 8:16:07 UTC
Sent7 Dec 2017, 8:17:34 UTC
Report deadline12 Dec 2017, 3:24:15 UTC
Received7 Dec 2017, 12:11:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 43 min 2 sec
CPU time2 hours 38 min 43 sec
Validate stateValid
Credit1,199.08
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.13 MB
Peak swap size152.57 MB
Peak disk usage1.66 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1052286774, output_fired_time: 0.0000000000, propagate_forward_time: 6.4792275429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764313698
validation[          , genome  4085] predictions:    9533/  10000 (95.33%), best:    9611/10000 (96.11%), error:      1547.09180, best error:      1329.97327 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.8570480347s, input_fired_time: 0.8353239298, output_fired_time: 0.8410459757, propagate_forward_time: 32.1183357239, propagate_backward_time: 50.4478149414, weight_update_time: 0.1617017984, other_time: 2.6145210266
epoch time: 7.1309719086s, input_fired_time: 0.1063176095, output_fired_time: 0.0000000000, propagate_forward_time: 6.5526776314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719767570
validation[          , genome  4085] predictions:    9587/  10000 (95.87%), best:    9611/10000 (96.11%), error:      1381.08105, best error:      1329.97327 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.6992874146s, input_fired_time: 0.8375036120, output_fired_time: 0.8485172987, propagate_forward_time: 32.0895767212, propagate_backward_time: 50.3042221069, weight_update_time: 0.1613954902, other_time: 2.6194686890
epoch time: 7.0020580292s, input_fired_time: 0.1071803570, output_fired_time: 0.0000000000, propagate_forward_time: 6.4220547676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728226662
validation[          , genome  4085] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1163.56836, best error:      1163.56836 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.5331802368s, input_fired_time: 0.8387643099, output_fired_time: 0.8441374898, propagate_forward_time: 31.8175449371, propagate_backward_time: 50.4177856445, weight_update_time: 0.1603519917, other_time: 2.6149444580
epoch time: 7.0749292374s, input_fired_time: 0.1081531197, output_fired_time: 0.0000000000, propagate_forward_time: 6.4979162216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688596725
validation[          , genome  4085] predictions:    9595/  10000 (95.95%), best:    9669/10000 (96.69%), error:      1342.64612, best error:      1163.56836 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 87.4148864746s, input_fired_time: 0.8425793648, output_fired_time: 0.8564527035, propagate_forward_time: 32.3517646790, propagate_backward_time: 50.7288970947, weight_update_time: 0.1650011241, other_time: 2.6351890564
epoch time: 7.0837125778s, input_fired_time: 0.1052767485, output_fired_time: 0.0000000000, propagate_forward_time: 6.5113101006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671258926
validation[          , genome  4085] predictions:    9576/  10000 (95.76%), best:    9669/10000 (96.69%), error:      1355.92444, best error:      1163.56836 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.1029281616s, input_fired_time: 0.8341606259, output_fired_time: 0.8368429542, propagate_forward_time: 31.7881298065, propagate_backward_time: 50.0265083313, weight_update_time: 0.1607972980, other_time: 2.6172828674
epoch time: 7.0564894676s, input_fired_time: 0.1052554101, output_fired_time: 0.0000000000, propagate_forward_time: 6.4776635170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735703468
validation[          , genome  4085] predictions:    9606/  10000 (96.06%), best:    9669/10000 (96.69%), error:      1285.61060, best error:      1163.56836 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.3014602661s, input_fired_time: 0.8346384168, output_fired_time: 0.8402244449, propagate_forward_time: 31.7960090637, propagate_backward_time: 50.2121849060, weight_update_time: 0.1605011076, other_time: 2.6184005737
epoch time: 7.1660366058s, input_fired_time: 0.1071634740, output_fired_time: 0.0000000000, propagate_forward_time: 6.5841975212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746756554
validation[          , genome  4085] predictions:    9609/  10000 (96.09%), best:    9669/10000 (96.69%), error:      1239.94519, best error:      1163.56836 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.8275299072s, input_fired_time: 0.8434029222, output_fired_time: 0.8421598673, propagate_forward_time: 32.0256767273, propagate_backward_time: 50.4853553772, weight_update_time: 0.1635817736, other_time: 2.6309280396
epoch time: 7.0867099762s, input_fired_time: 0.1057010517, output_fired_time: 0.0000000000, propagate_forward_time: 6.5082674026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727416039
validation[          , genome  4085] predictions:    9638/  10000 (96.38%), best:    9669/10000 (96.69%), error:      1206.48779, best error:      1163.56836 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 86.3425598145s, input_fired_time: 0.8406471014, output_fired_time: 0.8404061794, propagate_forward_time: 31.9574031830, propagate_backward_time: 50.0836372375, weight_update_time: 0.1622618735, other_time: 2.6204643250
epoch time: 6.9401483536s, input_fired_time: 0.1038169786, output_fired_time: 0.0000000000, propagate_forward_time: 6.3770136833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593176842
validation[          , genome  4085] predictions:    9619/  10000 (96.19%), best:    9669/10000 (96.69%), error:      1284.11206, best error:      1163.56836 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.9368362427s, input_fired_time: 0.8426014781, output_fired_time: 0.8447571993, propagate_forward_time: 32.1305007935, propagate_backward_time: 50.4967346191, weight_update_time: 0.1637531966, other_time: 2.6222457886
epoch time: 6.9672532082s, input_fired_time: 0.1058924571, output_fired_time: 0.0000000000, propagate_forward_time: 6.3881478310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732127190
validation[          , genome  4085] predictions:    9625/  10000 (96.25%), best:    9669/10000 (96.69%), error:      1287.60706, best error:      1163.56836 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 86.8669967651s, input_fired_time: 0.8376461267, output_fired_time: 0.8460961580, propagate_forward_time: 31.9728488922, propagate_backward_time: 50.5745201111, weight_update_time: 0.1610601693, other_time: 2.6358833313
epoch time: 7.1262469292s, input_fired_time: 0.1060455814, output_fired_time: 0.0000000000, propagate_forward_time: 6.5444912910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757099152
validation[          , genome  4085] predictions:    9593/  10000 (95.93%), best:    9669/10000 (96.69%), error:      1390.32532, best error:      1163.56836 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 86.2644271851s, input_fired_time: 0.8417304754, output_fired_time: 0.8410459161, propagate_forward_time: 31.8309192657, propagate_backward_time: 50.1267089844, weight_update_time: 0.1610259712, other_time: 2.6240234375
epoch time: 7.1217060089s, input_fired_time: 0.1063287333, output_fired_time: 0.0000000000, propagate_forward_time: 6.5423274040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730496407
validation[          , genome  4085] predictions:    9582/  10000 (95.82%), best:    9669/10000 (96.69%), error:      1332.55005, best error:      1163.56836 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.6062927246s, input_fired_time: 0.8407034278, output_fired_time: 0.8573248982, propagate_forward_time: 32.4076576233, propagate_backward_time: 50.8952980042, weight_update_time: 0.1626220196, other_time: 2.6053085327
epoch time: 6.9791536331s, input_fired_time: 0.1039345786, output_fired_time: 0.0000000000, propagate_forward_time: 6.4068861008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683327675
validation[          , genome  4085] predictions:    9652/  10000 (96.52%), best:    9669/10000 (96.69%), error:      1183.56689, best error:      1163.56836 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 86.5674896240s, input_fired_time: 0.8403923512, output_fired_time: 0.8461646438, propagate_forward_time: 31.9828796387, propagate_backward_time: 50.2887039185, weight_update_time: 0.1624613851, other_time: 2.6093521118
epoch time: 6.9499864578s, input_fired_time: 0.1072925851, output_fired_time: 0.0000000000, propagate_forward_time: 6.3696775436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730162621
validation[          , genome  4085] predictions:    9621/  10000 (96.21%), best:    9669/10000 (96.69%), error:      1217.96497, best error:      1163.56836 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.9725570679s, input_fired_time: 0.8479827046, output_fired_time: 0.8482723832, propagate_forward_time: 32.1699295044, propagate_backward_time: 50.4643173218, weight_update_time: 0.1627434641, other_time: 2.6420516968
epoch time: 6.7323493958s, input_fired_time: 0.1014909372, output_fired_time: 0.0000000000, propagate_forward_time: 6.1768822670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539761543
validation[          , genome  4085] predictions:    9650/  10000 (96.50%), best:    9669/10000 (96.69%), error:      1188.00122, best error:      1163.56836 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 87.9011917114s, input_fired_time: 0.8561894894, output_fired_time: 0.8588076234, propagate_forward_time: 32.5071182251, propagate_backward_time: 51.0188255310, weight_update_time: 0.1649823189, other_time: 2.6602516174
epoch time: 6.7411236763s, input_fired_time: 0.1034403741, output_fired_time: 0.0000000000, propagate_forward_time: 6.1805267334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571566582
validation[          , genome  4085] predictions:    9611/  10000 (96.11%), best:    9669/10000 (96.69%), error:      1244.60681, best error:      1163.56836 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.0297012329s, input_fired_time: 0.8368111253, output_fired_time: 0.8352009058, propagate_forward_time: 31.7385616302, propagate_backward_time: 49.9937095642, weight_update_time: 0.1592910588, other_time: 2.6254158020
epoch time: 7.1555004120s, input_fired_time: 0.1073553711, output_fired_time: 0.0000000000, propagate_forward_time: 6.5757031441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724416733
validation[          , genome  4085] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1162.11194, best error:      1162.11194 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.4469604492s, input_fired_time: 0.8365340233, output_fired_time: 0.8392847776, propagate_forward_time: 31.9561157227, propagate_backward_time: 50.2015190125, weight_update_time: 0.1613531411, other_time: 2.6135063171
epoch time: 7.1223182678s, input_fired_time: 0.1076563075, output_fired_time: 0.0000000000, propagate_forward_time: 6.5366106033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780511856
validation[          , genome  4085] predictions:    9635/  10000 (96.35%), best:    9626/10000 (96.26%), error:      1195.61682, best error:      1162.11194 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 87.3392333984s, input_fired_time: 0.8525762558, output_fired_time: 0.8474002481, propagate_forward_time: 32.1921920776, propagate_backward_time: 50.8099441528, weight_update_time: 0.1633119434, other_time: 2.6371231079
epoch time: 7.2081985474s, input_fired_time: 0.1077404246, output_fired_time: 0.0000000000, propagate_forward_time: 6.6272473335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732108116
validation[          , genome  4085] predictions:    9622/  10000 (96.22%), best:    9626/10000 (96.26%), error:      1212.62231, best error:      1162.11194 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.5906372070s, input_fired_time: 0.8375459313, output_fired_time: 0.8430004716, propagate_forward_time: 31.5698223114, propagate_backward_time: 49.7520294189, weight_update_time: 0.1591776311, other_time: 2.5882339478
epoch time: 7.0633120537s, input_fired_time: 0.1084531248, output_fired_time: 0.0000000000, propagate_forward_time: 6.4740748405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807839394
validation[          , genome  4085] predictions:    9646/  10000 (96.46%), best:    9626/10000 (96.26%), error:      1191.40051, best error:      1162.11194 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.2944793701s, input_fired_time: 0.8504259586, output_fired_time: 0.8363417387, propagate_forward_time: 31.8421821594, propagate_backward_time: 50.1451339722, weight_update_time: 0.1629366875, other_time: 2.6203956604
epoch time: 7.0065145493s, input_fired_time: 0.1073326543, output_fired_time: 0.0000000000, propagate_forward_time: 6.4196600914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795217514
validation[          , genome  4085] predictions:    9616/  10000 (96.16%), best:    9626/10000 (96.26%), error:      1206.38708, best error:      1162.11194 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.8173675537s, input_fired_time: 0.8443231583, output_fired_time: 0.8401426673, propagate_forward_time: 32.0679054260, propagate_backward_time: 50.4358406067, weight_update_time: 0.1632862687, other_time: 2.6291580200
epoch time: 7.1806941032s, input_fired_time: 0.1097673178, output_fired_time: 0.0000000000, propagate_forward_time: 6.5936155319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773111343
validation[          , genome  4085] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1139.89502, best error:      1139.89502 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.0678634644s, input_fired_time: 0.8423189521, output_fired_time: 0.8438457847, propagate_forward_time: 31.7855949402, propagate_backward_time: 49.9979515076, weight_update_time: 0.1606159359, other_time: 2.5981521606
epoch time: 7.0322079659s, input_fired_time: 0.1062005237, output_fired_time: 0.0000000000, propagate_forward_time: 6.4589719772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670352936
validation[          , genome  4085] predictions:    9648/  10000 (96.48%), best:    9660/10000 (96.60%), error:      1192.67310, best error:      1139.89502 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.4566955566s, input_fired_time: 0.8495330811, output_fired_time: 0.8440780044, propagate_forward_time: 32.0708618164, propagate_backward_time: 50.0917129517, weight_update_time: 0.1613158584, other_time: 2.6005096436
epoch time: 6.9379038811s, input_fired_time: 0.1057580039, output_fired_time: 0.0000000000, propagate_forward_time: 6.3594279289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727177620
validation[          , genome  4085] predictions:    9646/  10000 (96.46%), best:    9660/10000 (96.60%), error:      1154.93762, best error:      1139.89502 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.2699127197s, input_fired_time: 0.8504410982, output_fired_time: 0.8506088257, propagate_forward_time: 32.3401298523, propagate_backward_time: 50.5997619629, weight_update_time: 0.1624248326, other_time: 2.6289710999
epoch time: 6.9950418472s, input_fired_time: 0.1071465164, output_fired_time: 0.0000000000, propagate_forward_time: 6.4216842651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662108421
validation[          , genome  4085] predictions:    9613/  10000 (96.13%), best:    9660/10000 (96.60%), error:      1291.38159, best error:      1139.89502 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 86.4814529419s, input_fired_time: 0.8477195501, output_fired_time: 0.8353431225, propagate_forward_time: 32.0130119324, propagate_backward_time: 50.1544227600, weight_update_time: 0.1610010564, other_time: 2.6309585571
epoch time: 7.1656861305s, input_fired_time: 0.1088444367, output_fired_time: 0.0000000000, propagate_forward_time: 6.5750584602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817833900
validation[          , genome  4085] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1137.85376, best error:      1137.85376 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.3635940552s, input_fired_time: 0.8422634602, output_fired_time: 0.8384152651, propagate_forward_time: 31.8895683289, propagate_backward_time: 50.1797790527, weight_update_time: 0.1609284133, other_time: 2.6135673523
epoch time: 7.0733361244s, input_fired_time: 0.1062574834, output_fired_time: 0.0000000000, propagate_forward_time: 6.4967908859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702877998
validation[          , genome  4085] predictions:    9617/  10000 (96.17%), best:    9649/10000 (96.49%), error:      1216.96936, best error:      1137.85376 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.0291290283s, input_fired_time: 0.8483297229, output_fired_time: 0.8508610129, propagate_forward_time: 32.0769309998, propagate_backward_time: 50.6224861145, weight_update_time: 0.1620548666, other_time: 2.6305236816
epoch time: 6.8985300064s, input_fired_time: 0.1041731685, output_fired_time: 0.0000000000, propagate_forward_time: 6.3317871094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625697136
validation[          , genome  4085] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1118.03833, best error:      1118.03833 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.3484649658s, input_fired_time: 0.8440072536, output_fired_time: 0.8438844085, propagate_forward_time: 31.7772216797, propagate_backward_time: 50.2633972168, weight_update_time: 0.1616122574, other_time: 2.6199493408
epoch time: 6.9371371269s, input_fired_time: 0.1057081372, output_fired_time: 0.0000000000, propagate_forward_time: 6.3682417870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631872177
validation[          , genome  4085] predictions:    9601/  10000 (96.01%), best:    9654/10000 (96.54%), error:      1317.12109, best error:      1118.03833 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 87.1966934204s, input_fired_time: 0.8455687165, output_fired_time: 0.8531913161, propagate_forward_time: 32.1922225952, propagate_backward_time: 50.6917572021, weight_update_time: 0.1621767730, other_time: 2.6139602661
epoch time: 6.7527694702s, input_fired_time: 0.1031172127, output_fired_time: 0.0000000000, propagate_forward_time: 6.1897730827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598793983
validation[          , genome  4085] predictions:    9666/  10000 (96.66%), best:    9654/10000 (96.54%), error:      1121.77368, best error:      1118.03833 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 86.8676376343s, input_fired_time: 0.8510719538, output_fired_time: 0.8497074842, propagate_forward_time: 32.0723686218, propagate_backward_time: 50.4586982727, weight_update_time: 0.1639895588, other_time: 2.6357879639
epoch time: 7.0732517242s, input_fired_time: 0.1099547669, output_fired_time: 0.0000000000, propagate_forward_time: 6.4921193123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711775780
validation[          , genome  4085] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1073.90515, best error:      1073.90515 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.7265625000s, input_fired_time: 0.8511868119, output_fired_time: 0.8453691006, propagate_forward_time: 32.0398674011, propagate_backward_time: 50.3698654175, weight_update_time: 0.1604428738, other_time: 2.6202735901
epoch time: 7.0228686333s, input_fired_time: 0.1052278280, output_fired_time: 0.0000000000, propagate_forward_time: 6.4556174278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620232582
validation[          , genome  4085] predictions:    9624/  10000 (96.24%), best:    9674/10000 (96.74%), error:      1275.93604, best error:      1073.90515 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.2021789551s, input_fired_time: 0.8475624323, output_fired_time: 0.8534654379, propagate_forward_time: 32.2254562378, propagate_backward_time: 50.6427192688, weight_update_time: 0.1631936282, other_time: 2.6329765320
epoch time: 6.8892025948s, input_fired_time: 0.1044923812, output_fired_time: 0.0000000000, propagate_forward_time: 6.3178400993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668703079
validation[          , genome  4085] predictions:    9671/  10000 (96.71%), best:    9674/10000 (96.74%), error:      1098.14539, best error:      1073.90515 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.4180297852s, input_fired_time: 0.8508641720, output_fired_time: 0.8405169249, propagate_forward_time: 31.9068546295, propagate_backward_time: 50.2015533447, weight_update_time: 0.1614595503, other_time: 2.6182479858
epoch time: 6.9666523933s, input_fired_time: 0.1067783386, output_fired_time: 0.0000000000, propagate_forward_time: 6.3956050873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642691612
validation[          , genome  4085] predictions:    9595/  10000 (95.95%), best:    9674/10000 (96.74%), error:      1268.71216, best error:      1073.90515 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 87.2649154663s, input_fired_time: 0.8504988551, output_fired_time: 0.8421363235, propagate_forward_time: 32.3748550415, propagate_backward_time: 50.5784950256, weight_update_time: 0.1633793116, other_time: 2.6189308167
epoch time: 7.1274724007s, input_fired_time: 0.1098105013, output_fired_time: 0.0000000000, propagate_forward_time: 6.5406255722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770364761
validation[          , genome  4085] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1121.11365, best error:      1073.90515 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.1746749878s, input_fired_time: 0.8520734310, output_fired_time: 0.8503815532, propagate_forward_time: 32.1794204712, propagate_backward_time: 50.6595268250, weight_update_time: 0.1645857245, other_time: 2.6332740784
epoch time: 7.0185747147s, input_fired_time: 0.1072155386, output_fired_time: 0.0000000000, propagate_forward_time: 6.4417090416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696502686
validation[          , genome  4085] predictions:    9636/  10000 (96.36%), best:    9674/10000 (96.74%), error:      1191.01013, best error:      1073.90515 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.5424346924s, input_fired_time: 0.8473321795, output_fired_time: 0.8403506279, propagate_forward_time: 31.9182910919, propagate_backward_time: 50.3213844299, weight_update_time: 0.1620904058, other_time: 2.6150779724
epoch time: 6.9458899498s, input_fired_time: 0.1069590822, output_fired_time: 0.0000000000, propagate_forward_time: 6.3725624084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663686752
validation[          , genome  4085] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1065.57922, best error:      1065.57922 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.7696990967s, input_fired_time: 0.8523070216, output_fired_time: 0.8476273417, propagate_forward_time: 32.0263900757, propagate_backward_time: 50.4187850952, weight_update_time: 0.1624928415, other_time: 2.6245880127
epoch time: 6.8105363846s, input_fired_time: 0.1028932407, output_fired_time: 0.0000000000, propagate_forward_time: 6.2562966347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513463974
validation[          , genome  4085] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1117.17053, best error:      1065.57922 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.2412414551s, input_fired_time: 0.8478524685, output_fired_time: 0.8516369462, propagate_forward_time: 32.2227859497, propagate_backward_time: 50.7034645081, weight_update_time: 0.1606886238, other_time: 2.6154975891
epoch time: 7.0637784004s, input_fired_time: 0.1086819693, output_fired_time: 0.0000000000, propagate_forward_time: 6.4832739830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718222618
validation[          , genome  4085] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1193.28918, best error:      1065.57922 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.3564376831s, input_fired_time: 0.8464037180, output_fired_time: 0.8434709311, propagate_forward_time: 31.9153575897, propagate_backward_time: 50.1494941711, weight_update_time: 0.1606182158, other_time: 2.6017112732
epoch time: 6.7767663002s, input_fired_time: 0.1050996035, output_fired_time: 0.0000000000, propagate_forward_time: 6.2143864632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572801590
validation[          , genome  4085] predictions:    9639/  10000 (96.39%), best:    9659/10000 (96.59%), error:      1143.85193, best error:      1065.57922 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.6482543945s, input_fired_time: 0.8576874137, output_fired_time: 0.8498986363, propagate_forward_time: 32.3613128662, propagate_backward_time: 50.9339218140, weight_update_time: 0.1646921039, other_time: 2.6454315186
epoch time: 6.9947776794s, input_fired_time: 0.1067365333, output_fired_time: 0.0000000000, propagate_forward_time: 6.4121689796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758720398
validation[          , genome  4085] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1187.36780, best error:      1065.57922 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 87.1246871948s, input_fired_time: 0.8479772210, output_fired_time: 0.8404104710, propagate_forward_time: 32.2574539185, propagate_backward_time: 50.5509376526, weight_update_time: 0.1639081985, other_time: 2.6279106140
epoch time: 7.1169991493s, input_fired_time: 0.1080538034, output_fired_time: 0.0000000000, propagate_forward_time: 6.5373339653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716114998
validation[          , genome  4085] predictions:    9628/  10000 (96.28%), best:    9659/10000 (96.59%), error:      1197.55688, best error:      1065.57922 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.4965209961s, input_fired_time: 0.8480040431, output_fired_time: 0.8335832357, propagate_forward_time: 31.4792556763, propagate_backward_time: 49.7199287415, weight_update_time: 0.1614948213, other_time: 2.6157493591
epoch time: 6.7207689285s, input_fired_time: 0.1037996635, output_fired_time: 0.0000000000, propagate_forward_time: 6.1592426300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577264786
validation[          , genome  4085] predictions:    9625/  10000 (96.25%), best:    9659/10000 (96.59%), error:      1194.14233, best error:      1065.57922 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.9711685181s, input_fired_time: 0.8482058644, output_fired_time: 0.8436967134, propagate_forward_time: 32.0689125061, propagate_backward_time: 50.5882682800, weight_update_time: 0.1599420011, other_time: 2.6220855713
epoch time: 6.8122816086s, input_fired_time: 0.1070918068, output_fired_time: 0.0000000000, propagate_forward_time: 6.2340078354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711818695
validation[          , genome  4085] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1064.30859, best error:      1064.30859 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 86.8864746094s, input_fired_time: 0.8524487615, output_fired_time: 0.8436722755, propagate_forward_time: 32.0766983032, propagate_backward_time: 50.5007057190, weight_update_time: 0.1628690064, other_time: 2.6129493713
epoch time: 6.7881064415s, input_fired_time: 0.1042555124, output_fired_time: 0.0000000000, propagate_forward_time: 6.2216749191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621758461
validation[          , genome  4085] predictions:    9597/  10000 (95.97%), best:    9660/10000 (96.60%), error:      1287.29065, best error:      1064.30859 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.8946380615s, input_fired_time: 0.8538441062, output_fired_time: 0.8455981016, propagate_forward_time: 32.1503982544, propagate_backward_time: 50.4205741882, weight_update_time: 0.1616224349, other_time: 2.6242256165
epoch time: 7.1151571274s, input_fired_time: 0.1081414819, output_fired_time: 0.0000000000, propagate_forward_time: 6.5309462547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760694504
validation[          , genome  4085] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1064.27673, best error:      1064.27673 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.4333114624s, input_fired_time: 0.8511936069, output_fired_time: 0.8399826288, propagate_forward_time: 31.7800712585, propagate_backward_time: 50.3504409790, weight_update_time: 0.1600319892, other_time: 2.6116218567
epoch time: 6.9708075523s, input_fired_time: 0.1075654551, output_fired_time: 0.0000000000, propagate_forward_time: 6.4033522606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598898888
validation[          , genome  4085] predictions:    9631/  10000 (96.31%), best:    9681/10000 (96.81%), error:      1137.77307, best error:      1064.27673 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.8236846924s, input_fired_time: 0.8529005647, output_fired_time: 0.8529275060, propagate_forward_time: 32.0168914795, propagate_backward_time: 50.4866104126, weight_update_time: 0.1609788537, other_time: 2.6143569946
epoch time: 6.9293394089s, input_fired_time: 0.1058986932, output_fired_time: 0.0000000000, propagate_forward_time: 6.3528542519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705862999
validation[          , genome  4085] predictions:    9590/  10000 (95.90%), best:    9681/10000 (96.81%), error:      1348.23376, best error:      1064.27673 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.9933395386s, input_fired_time: 0.8581875563, output_fired_time: 0.8509069681, propagate_forward_time: 32.1055068970, propagate_backward_time: 50.5440101624, weight_update_time: 0.1621464938, other_time: 2.6347312927
epoch time: 7.0713911057s, input_fired_time: 0.1103585437, output_fired_time: 0.0000000000, propagate_forward_time: 6.4960374832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649949074
validation[          , genome  4085] predictions:    9614/  10000 (96.14%), best:    9681/10000 (96.81%), error:      1209.93933, best error:      1064.27673 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.7087936401s, input_fired_time: 0.8507277966, output_fired_time: 0.8458380699, propagate_forward_time: 32.0343971252, propagate_backward_time: 50.3427314758, weight_update_time: 0.1623294950, other_time: 2.6350936890
epoch time: 7.1764240265s, input_fired_time: 0.1105170473, output_fired_time: 0.0000000000, propagate_forward_time: 6.5902314186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756755829
validation[          , genome  4085] predictions:    9626/  10000 (96.26%), best:    9681/10000 (96.81%), error:      1189.32642, best error:      1064.27673 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.2703170776s, input_fired_time: 0.8475127220, output_fired_time: 0.8402062654, propagate_forward_time: 31.7861843109, propagate_backward_time: 50.1888847351, weight_update_time: 0.1617944539, other_time: 2.6075248718
epoch time: 6.1893229485s, input_fired_time: 0.0998375341, output_fired_time: 0.0000000000, propagate_forward_time: 5.6523318291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371538162
validation[          , genome  4085] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1049.55115, best error:      1049.55115 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.5967941284s, input_fired_time: 0.8571707606, output_fired_time: 0.8565122485, propagate_forward_time: 32.3433609009, propagate_backward_time: 50.8784866333, weight_update_time: 0.1633748114, other_time: 2.6612625122
epoch time: 6.9106974602s, input_fired_time: 0.1057922691, output_fired_time: 0.0000000000, propagate_forward_time: 6.3488817215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560236931
validation[          , genome  4085] predictions:    9677/  10000 (96.77%), best:    9684/10000 (96.84%), error:      1071.49329, best error:      1049.55115 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.3629531860s, input_fired_time: 0.8497136831, output_fired_time: 0.8338194489, propagate_forward_time: 31.8421840668, propagate_backward_time: 50.2300987244, weight_update_time: 0.1615695804, other_time: 2.6071357727
epoch time: 6.6674847603s, input_fired_time: 0.1039719209, output_fired_time: 0.0000000000, propagate_forward_time: 6.1102700233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532427788
validation[          , genome  4085] predictions:    9649/  10000 (96.49%), best:    9684/10000 (96.84%), error:      1161.41687, best error:      1049.55115 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.7471237183s, input_fired_time: 0.8442499042, output_fired_time: 0.8338094950, propagate_forward_time: 31.5603351593, propagate_backward_time: 49.9032745361, weight_update_time: 0.1603055894, other_time: 2.6054534912
epoch time: 7.0735454559s, input_fired_time: 0.1096516177, output_fired_time: 0.0000000000, propagate_forward_time: 6.4927105904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711833000
validation[          , genome  4085] predictions:    9652/  10000 (96.52%), best:    9684/10000 (96.84%), error:      1129.98181, best error:      1049.55115 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.9589309692s, input_fired_time: 0.8557714820, output_fired_time: 0.8506172299, propagate_forward_time: 32.1129570007, propagate_backward_time: 50.5162734985, weight_update_time: 0.1600567997, other_time: 2.6233100891
epoch time: 7.1376419067s, input_fired_time: 0.1103727669, output_fired_time: 0.0000000000, propagate_forward_time: 6.5485401154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787292480
validation[          , genome  4085] predictions:    9698/  10000 (96.98%), best:    9684/10000 (96.84%), error:      1053.00793, best error:      1049.55115 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.3172683716s, input_fired_time: 0.8484906554, output_fired_time: 0.8432629108, propagate_forward_time: 31.8547897339, propagate_backward_time: 50.1856040955, weight_update_time: 0.1603336781, other_time: 2.5851249695
epoch time: 7.1124339104s, input_fired_time: 0.1103269532, output_fired_time: 0.0000000000, propagate_forward_time: 6.5240941048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780130386
validation[          , genome  4085] predictions:    9672/  10000 (96.72%), best:    9684/10000 (96.84%), error:      1085.31445, best error:      1049.55115 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 87.3854598999s, input_fired_time: 0.8585329652, output_fired_time: 0.8483920097, propagate_forward_time: 32.2824707031, propagate_backward_time: 50.7622718811, weight_update_time: 0.1639872789, other_time: 2.6337928772
epoch time: 7.0301547050s, input_fired_time: 0.1069667041, output_fired_time: 0.0000000000, propagate_forward_time: 6.4573802948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658079147
validation[          , genome  4085] predictions:    9657/  10000 (96.57%), best:    9684/10000 (96.84%), error:      1095.55042, best error:      1049.55115 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 87.0050506592s, input_fired_time: 0.8552972078, output_fired_time: 0.8488720655, propagate_forward_time: 32.1485900879, propagate_backward_time: 50.5238800049, weight_update_time: 0.1609619111, other_time: 2.6284103394
epoch time: 6.8035387993s, input_fired_time: 0.1047354490, output_fired_time: 0.0000000000, propagate_forward_time: 6.2442774773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545259476
validation[          , genome  4085] predictions:    9650/  10000 (96.50%), best:    9684/10000 (96.84%), error:      1106.55554, best error:      1049.55115 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.2902679443s, input_fired_time: 0.8570688367, output_fired_time: 0.8484601974, propagate_forward_time: 32.2458076477, propagate_backward_time: 50.6950683594, weight_update_time: 0.1632612795, other_time: 2.6438636780
epoch time: 7.0784668922s, input_fired_time: 0.1096328720, output_fired_time: 0.0000000000, propagate_forward_time: 6.4917201996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771137238
validation[          , genome  4085] predictions:    9631/  10000 (96.31%), best:    9684/10000 (96.84%), error:      1204.50110, best error:      1049.55115 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.6698913574s, input_fired_time: 0.8489164114, output_fired_time: 0.8366941810, propagate_forward_time: 32.0557861328, propagate_backward_time: 50.3171043396, weight_update_time: 0.1600924432, other_time: 2.6113929749
epoch time: 7.1582899094s, input_fired_time: 0.1093492806, output_fired_time: 0.0000000000, propagate_forward_time: 6.5684351921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805054665
validation[          , genome  4085] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1021.94000, best error:      1021.94000 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 88.0239181519s, input_fired_time: 0.8605682254, output_fired_time: 0.8508770466, propagate_forward_time: 32.5362510681, propagate_backward_time: 51.1038970947, weight_update_time: 0.1670363545, other_time: 2.6723289490
epoch time: 6.9303655624s, input_fired_time: 0.1076999307, output_fired_time: 0.0000000000, propagate_forward_time: 6.3537788391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688868523
validation[          , genome  4085] predictions:    9657/  10000 (96.57%), best:    9686/10000 (96.86%), error:      1131.02136, best error:      1021.94000 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 86.7089691162s, input_fired_time: 0.8511846662, output_fired_time: 0.8460112810, propagate_forward_time: 32.0040969849, propagate_backward_time: 50.3768539429, weight_update_time: 0.1661362946, other_time: 2.6308288574
epoch time: 6.9816780090s, input_fired_time: 0.1066510528, output_fired_time: 0.0000000000, propagate_forward_time: 6.4130902290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619369507
validation[          , genome  4085] predictions:    9653/  10000 (96.53%), best:    9686/10000 (96.86%), error:      1112.51147, best error:      1021.94000 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 86.3919754028s, input_fired_time: 0.8512525558, output_fired_time: 0.8415797353, propagate_forward_time: 31.9195785522, propagate_backward_time: 50.1812286377, weight_update_time: 0.1610165834, other_time: 2.5983352661
epoch time: 6.8601026535s, input_fired_time: 0.1073045954, output_fired_time: 0.0000000000, propagate_forward_time: 6.2891416550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636564255
validation[          , genome  4085] predictions:    9666/  10000 (96.66%), best:    9686/10000 (96.86%), error:      1100.01868, best error:      1021.94000 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 87.1740417480s, input_fired_time: 0.8603705168, output_fired_time: 0.8489934206, propagate_forward_time: 32.1892890930, propagate_backward_time: 50.6391372681, weight_update_time: 0.1636614203, other_time: 2.6362571716
epoch time: 7.0277080536s, input_fired_time: 0.1094579324, output_fired_time: 0.0000000000, propagate_forward_time: 6.4502496719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680004120
validation[          , genome  4085] predictions:    9618/  10000 (96.18%), best:    9686/10000 (96.86%), error:      1181.72815, best error:      1021.94000 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.0318756104s, input_fired_time: 0.8624413610, output_fired_time: 0.8437051773, propagate_forward_time: 32.1469993591, propagate_backward_time: 50.5559005737, weight_update_time: 0.1618139297, other_time: 2.6228294373
epoch time: 6.7674384117s, input_fired_time: 0.1052958667, output_fired_time: 0.0000000000, propagate_forward_time: 6.2030138969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591288567
validation[          , genome  4085] predictions:    9663/  10000 (96.63%), best:    9686/10000 (96.86%), error:      1109.51978, best error:      1021.94000 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.7602157593s, input_fired_time: 0.8590868115, output_fired_time: 0.8473232388, propagate_forward_time: 32.0632171631, propagate_backward_time: 50.3562927246, weight_update_time: 0.1608679295, other_time: 2.6343002319
epoch time: 6.8758282661s, input_fired_time: 0.1087585390, output_fired_time: 0.0000000000, propagate_forward_time: 6.3039116859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631581306
validation[          , genome  4085] predictions:    9637/  10000 (96.37%), best:    9686/10000 (96.86%), error:      1161.20715, best error:      1021.94000 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 86.9183273315s, input_fired_time: 0.8627952337, output_fired_time: 0.8393375874, propagate_forward_time: 32.0768928528, propagate_backward_time: 50.5242462158, weight_update_time: 0.1614653468, other_time: 2.6150550842
epoch time: 7.1619558334s, input_fired_time: 0.1116945520, output_fired_time: 0.0000000000, propagate_forward_time: 6.5760364532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742250443
validation[          , genome  4085] predictions:    9662/  10000 (96.62%), best:    9686/10000 (96.86%), error:      1064.63940, best error:      1021.94000 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.7825164795s, input_fired_time: 0.8545417786, output_fired_time: 0.8441132903, propagate_forward_time: 32.0548858643, propagate_backward_time: 50.4068069458, weight_update_time: 0.1622979194, other_time: 2.6221694946
epoch time: 6.9258093834s, input_fired_time: 0.1069786847, output_fired_time: 0.0000000000, propagate_forward_time: 6.3534936905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653367996
validation[          , genome  4085] predictions:    9645/  10000 (96.45%), best:    9686/10000 (96.86%), error:      1164.14917, best error:      1021.94000 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.3157730103s, input_fired_time: 0.8541607261, output_fired_time: 0.8430383801, propagate_forward_time: 31.9355163574, propagate_backward_time: 50.0768814087, weight_update_time: 0.1606734544, other_time: 2.6061706543
epoch time: 6.8587813377s, input_fired_time: 0.1081838310, output_fired_time: 0.0000000000, propagate_forward_time: 6.2865548134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640426636
validation[          , genome  4085] predictions:    9677/  10000 (96.77%), best:    9686/10000 (96.86%), error:      1053.87512, best error:      1021.94000 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 87.1222381592s, input_fired_time: 0.8613424897, output_fired_time: 0.8526672125, propagate_forward_time: 32.0905113220, propagate_backward_time: 50.6801109314, weight_update_time: 0.1613255739, other_time: 2.6376037598
epoch time: 6.8171410561s, input_fired_time: 0.1065571234, output_fired_time: 0.0000000000, propagate_forward_time: 6.2485952377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619889259
validation[          , genome  4085] predictions:    9648/  10000 (96.48%), best:    9686/10000 (96.86%), error:      1157.12427, best error:      1021.94000 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.2801437378s, input_fired_time: 0.8638125062, output_fired_time: 0.8494905233, propagate_forward_time: 32.2101020813, propagate_backward_time: 50.7216033936, weight_update_time: 0.1648137122, other_time: 2.6351356506
epoch time: 7.2232165337s, input_fired_time: 0.1109671146, output_fired_time: 0.0000000000, propagate_forward_time: 6.6357483864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765009880
validation[          , genome  4085] predictions:    9661/  10000 (96.61%), best:    9686/10000 (96.86%), error:      1111.30408, best error:      1021.94000 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.3318481445s, input_fired_time: 0.8642078638, output_fired_time: 0.8480640054, propagate_forward_time: 32.2677459717, propagate_backward_time: 50.7301177979, weight_update_time: 0.1635706276, other_time: 2.6217193604
epoch time: 7.1966924667s, input_fired_time: 0.1124322042, output_fired_time: 0.0000000000, propagate_forward_time: 6.6068944931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773659706
validation[          , genome  4085] predictions:    9644/  10000 (96.44%), best:    9686/10000 (96.86%), error:      1161.53088, best error:      1021.94000 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.3002014160s, input_fired_time: 0.8559232354, output_fired_time: 0.8457726240, propagate_forward_time: 31.8599567413, propagate_backward_time: 50.1280517578, weight_update_time: 0.1611373872, other_time: 2.6104965210
epoch time: 6.8720850945s, input_fired_time: 0.1076228991, output_fired_time: 0.0000000000, propagate_forward_time: 6.3062162399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582457542
validation[          , genome  4085] predictions:    9670/  10000 (96.70%), best:    9686/10000 (96.86%), error:      1071.97498, best error:      1021.94000 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 87.5678558350s, input_fired_time: 0.8642544746, output_fired_time: 0.8539349437, propagate_forward_time: 32.2571640015, propagate_backward_time: 50.9539833069, weight_update_time: 0.1631930768, other_time: 2.6385154724
epoch time: 7.0985159874s, input_fired_time: 0.1105170399, output_fired_time: 0.0000000000, propagate_forward_time: 6.5162329674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717659950
validation[          , genome  4085] predictions:    9622/  10000 (96.22%), best:    9686/10000 (96.86%), error:      1143.74231, best error:      1021.94000 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.2856063843s, input_fired_time: 0.8618828058, output_fired_time: 0.8493585587, propagate_forward_time: 32.2629508972, propagate_backward_time: 50.6817359924, weight_update_time: 0.1630391628, other_time: 2.6296768188
epoch time: 6.9567065239s, input_fired_time: 0.1105935723, output_fired_time: 0.0000000000, propagate_forward_time: 6.3771066666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690060616
validation[          , genome  4085] predictions:    9653/  10000 (96.53%), best:    9686/10000 (96.86%), error:      1117.05847, best error:      1021.94000 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.9876785278s, input_fired_time: 0.8616015911, output_fired_time: 0.8460796475, propagate_forward_time: 32.1445350647, propagate_backward_time: 50.5047416687, weight_update_time: 0.1630890518, other_time: 2.6307220459
epoch time: 7.1441445351s, input_fired_time: 0.1116709337, output_fired_time: 0.0000000000, propagate_forward_time: 6.5598945618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725790024
validation[          , genome  4085] predictions:    9669/  10000 (96.69%), best:    9686/10000 (96.86%), error:      1082.90002, best error:      1021.94000 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.8387222290s, input_fired_time: 0.8612120152, output_fired_time: 0.8488896489, propagate_forward_time: 32.0949211121, propagate_backward_time: 50.4051628113, weight_update_time: 0.1645776629, other_time: 2.6285324097
epoch time: 7.1350088120s, input_fired_time: 0.1106349975, output_fired_time: 0.0000000000, propagate_forward_time: 6.5397276878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846463203
validation[          , genome  4085] predictions:    9656/  10000 (96.56%), best:    9686/10000 (96.86%), error:      1108.12109, best error:      1021.94000 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 87.6172485352s, input_fired_time: 0.8676187396, output_fired_time: 0.8539050817, propagate_forward_time: 32.3297462463, propagate_backward_time: 50.9241294861, weight_update_time: 0.1620340347, other_time: 2.6418457031
epoch time: 7.1604461670s, input_fired_time: 0.1144600511, output_fired_time: 0.0000000000, propagate_forward_time: 6.5670948029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788913727
validation[          , genome  4085] predictions:    9643/  10000 (96.43%), best:    9686/10000 (96.86%), error:      1145.01013, best error:      1021.94000 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 87.1110610962s, input_fired_time: 0.8625237942, output_fired_time: 0.8518434763, propagate_forward_time: 32.1102485657, propagate_backward_time: 50.6434402466, weight_update_time: 0.1644712985, other_time: 2.6430015564
epoch time: 6.9473185539s, input_fired_time: 0.1098052263, output_fired_time: 0.0000000000, propagate_forward_time: 6.3730492592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644641876
validation[          , genome  4085] predictions:    9660/  10000 (96.60%), best:    9686/10000 (96.86%), error:      1148.87830, best error:      1021.94000 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.7913436890s, input_fired_time: 0.8605176806, output_fired_time: 0.8463780880, propagate_forward_time: 32.0736808777, propagate_backward_time: 50.4029808044, weight_update_time: 0.1621474177, other_time: 2.6077880859
epoch time: 6.9921760559s, input_fired_time: 0.1091814414, output_fired_time: 0.0000000000, propagate_forward_time: 6.4119701385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710245132
validation[          , genome  4085] predictions:    9671/  10000 (96.71%), best:    9686/10000 (96.86%), error:      1063.19006, best error:      1021.94000 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 86.9564666748s, input_fired_time: 0.8708915710, output_fired_time: 0.8549110889, propagate_forward_time: 32.1749992371, propagate_backward_time: 50.4203033447, weight_update_time: 0.1637510210, other_time: 2.6353569031
epoch time: 6.9407172203s, input_fired_time: 0.1086352244, output_fired_time: 0.0000000000, propagate_forward_time: 6.3696670532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624147415
validation[          , genome  4085] predictions:    9632/  10000 (96.32%), best:    9686/10000 (96.86%), error:      1193.95862, best error:      1021.94000 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 87.5276489258s, input_fired_time: 0.8667433858, output_fired_time: 0.8546754122, propagate_forward_time: 32.2442016602, propagate_backward_time: 50.9342575073, weight_update_time: 0.1645202190, other_time: 2.6277694702
epoch time: 7.1319856644s, input_fired_time: 0.1127576753, output_fired_time: 0.0000000000, propagate_forward_time: 6.5462055206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730224609
validation[          , genome  4085] predictions:    9650/  10000 (96.50%), best:    9686/10000 (96.86%), error:      1184.67773, best error:      1021.94000 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 87.1317901611s, input_fired_time: 0.8646849394, output_fired_time: 0.8509170413, propagate_forward_time: 32.1420745850, propagate_backward_time: 50.6397171021, weight_update_time: 0.1640163064, other_time: 2.6343994141
epoch time: 7.0167880058s, input_fired_time: 0.1084281951, output_fired_time: 0.0000000000, propagate_forward_time: 6.4337077141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746522903
validation[          , genome  4085] predictions:    9332/  10000 (93.32%), best:    9686/10000 (96.86%), error:      2182.63525, best error:      1021.94000 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.2076416016s, input_fired_time: 0.8544369936, output_fired_time: 0.8526635766, propagate_forward_time: 32.1529006958, propagate_backward_time: 50.7033576965, weight_update_time: 0.1629669964, other_time: 2.6442832947
epoch time: 7.0187616348s, input_fired_time: 0.1073811352, output_fired_time: 0.0000000000, propagate_forward_time: 6.4436883926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676918983
validation[          , genome  4085] predictions:    9618/  10000 (96.18%), best:    9686/10000 (96.86%), error:      1311.13733, best error:      1021.94000 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.6308517456s, input_fired_time: 0.8519366980, output_fired_time: 0.8469872475, propagate_forward_time: 32.0415725708, propagate_backward_time: 50.2681198120, weight_update_time: 0.1598717123, other_time: 2.6222381592
epoch time: 6.8875102997s, input_fired_time: 0.1113329977, output_fired_time: 0.0000000000, propagate_forward_time: 6.2987632751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774141312
validation[          , genome  4085] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1010.40485, best error:      1010.40485 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.2429733276s, input_fired_time: 0.8483865261, output_fired_time: 0.8426786661, propagate_forward_time: 31.7542533875, propagate_backward_time: 50.1946182251, weight_update_time: 0.1623343527, other_time: 2.6030311584
epoch time: 7.0591292381s, input_fired_time: 0.1106732786, output_fired_time: 0.0000000000, propagate_forward_time: 6.4719424248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765133858
validation[          , genome  4085] predictions:    9673/  10000 (96.73%), best:    9690/10000 (96.90%), error:      1022.64734, best error:      1010.40485 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.0054855347s, input_fired_time: 0.8538764715, output_fired_time: 0.8351414800, propagate_forward_time: 31.7898082733, propagate_backward_time: 49.9323196411, weight_update_time: 0.1603524238, other_time: 2.5943374634
epoch time: 7.0581579208s, input_fired_time: 0.1121476963, output_fired_time: 0.0000000000, propagate_forward_time: 6.4743199348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716901779
validation[          , genome  4085] predictions:    9633/  10000 (96.33%), best:    9690/10000 (96.90%), error:      1174.58887, best error:      1010.40485 on epoch:    98, 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: 34.8723754883s, input_fired_time: 0.5400085449, output_fired_time: 0.0000000000, propagate_forward_time: 31.9496784210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3826885223
best training[          , genome  4085] predictions:   49180/  50000 (98.36%), best:    9690/10000 (96.90%), error:      2885.45239, best error:      1010.40485 on epoch:    98, 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: 7.0337285995s, input_fired_time: 0.1075619012, output_fired_time: 0.0000000000, propagate_forward_time: 6.4583921432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677743912
   testing[          , genome  4085] predictions:    9714/  10000 (97.14%), best:    9690/10000 (96.90%), error:       963.76715, best error:      1010.40485 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:10:40 (5680): called boinc_finish(0)

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