Nameexact_genome_1512568488_42_4487_1
Workunit2593644
Created7 Dec 2017, 10:09:15 UTC
Sent7 Dec 2017, 10:11:50 UTC
Report deadline10 Dec 2017, 14:15:34 UTC
Received7 Dec 2017, 21:14:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 hours 15 min 14 sec
CPU time1 hours 1 min 59 sec
Validate stateValid
Credit792.32
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.45 MB
Peak swap size158.44 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0699176267, output_fired_time: 0.0000000000, propagate_forward_time: 3.4753279686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108522892
validation[          , genome  4487] predictions:    9643/  10000 (96.43%), best:    9665/10000 (96.65%), error:      1330.97192, best error:      1213.31555 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 45.7945289612s, input_fired_time: 0.6159054041, output_fired_time: 0.7186228633, propagate_forward_time: 16.1378593445, propagate_backward_time: 25.6791973114, weight_update_time: 0.0705297738, other_time: 2.6429424286
epoch time: 3.8242688179s, input_fired_time: 0.0722058266, output_fired_time: 0.0000000000, propagate_forward_time: 3.4470555782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050074577
validation[          , genome  4487] predictions:    9645/  10000 (96.45%), best:    9665/10000 (96.65%), error:      1271.29224, best error:      1213.31555 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 46.0656547546s, input_fired_time: 0.8716467619, output_fired_time: 0.4733357131, propagate_forward_time: 15.4317998886, propagate_backward_time: 27.1436653137, weight_update_time: 0.0709814131, other_time: 2.1452064514
epoch time: 3.8194751740s, input_fired_time: 0.0697195083, output_fired_time: 0.0000000000, propagate_forward_time: 3.1965637207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531919003
validation[          , genome  4487] predictions:    9631/  10000 (96.31%), best:    9665/10000 (96.65%), error:      1254.57764, best error:      1213.31555 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 46.0807495117s, input_fired_time: 0.8666224480, output_fired_time: 0.4735667109, propagate_forward_time: 16.9643859863, propagate_backward_time: 25.1331443787, weight_update_time: 0.0706065819, other_time: 2.6430282593
epoch time: 3.4961295128s, input_fired_time: 0.0696339607, output_fired_time: 0.0000000000, propagate_forward_time: 3.1308465004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956490517
validation[          , genome  4487] predictions:    9630/  10000 (96.30%), best:    9665/10000 (96.65%), error:      1295.52112, best error:      1213.31555 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 45.7582283020s, input_fired_time: 1.1141428947, output_fired_time: 0.7162716985, propagate_forward_time: 14.0963773727, propagate_backward_time: 27.6871871948, weight_update_time: 0.0708057806, other_time: 2.1442489624
epoch time: 3.6646046638s, input_fired_time: 0.0770586729, output_fired_time: 0.0000000000, propagate_forward_time: 3.2747664452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127794266
validation[          , genome  4487] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1120.36353, best error:      1120.36353 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 45.5883598328s, input_fired_time: 0.8673833609, output_fired_time: 0.4685110748, propagate_forward_time: 14.8816576004, propagate_backward_time: 26.7277927399, weight_update_time: 0.0707300007, other_time: 2.6430187225
epoch time: 3.8944873810s, input_fired_time: 0.0737008676, output_fired_time: 0.0000000000, propagate_forward_time: 3.5079672337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128192425
validation[          , genome  4487] predictions:    9658/  10000 (96.58%), best:    9677/10000 (96.77%), error:      1175.85193, best error:      1120.36353 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 45.8527221680s, input_fired_time: 0.8698834777, output_fired_time: 0.7197297812, propagate_forward_time: 15.8886919022, propagate_backward_time: 25.9858341217, weight_update_time: 0.0706459731, other_time: 2.3885822296
epoch time: 3.8721373081s, input_fired_time: 0.0731698945, output_fired_time: 0.0000000000, propagate_forward_time: 3.4871270657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118402958
validation[          , genome  4487] predictions:    9680/  10000 (96.80%), best:    9677/10000 (96.77%), error:      1148.22571, best error:      1120.36353 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 45.6245689392s, input_fired_time: 0.8678774834, output_fired_time: 0.4703865349, propagate_forward_time: 16.6472434998, propagate_backward_time: 25.5103492737, weight_update_time: 0.0702553391, other_time: 2.1287117004
epoch time: 3.7872929573s, input_fired_time: 0.0703318641, output_fired_time: 0.0000000000, propagate_forward_time: 3.1673350334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496261120
validation[          , genome  4487] predictions:    9636/  10000 (96.36%), best:    9677/10000 (96.77%), error:      1214.76892, best error:      1120.36353 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 45.8051757813s, input_fired_time: 1.1105113029, output_fired_time: 0.4681673050, propagate_forward_time: 15.1442861557, propagate_backward_time: 26.9432678223, weight_update_time: 0.0708815455, other_time: 2.1389427185
epoch time: 3.8687000275s, input_fired_time: 0.0723624900, output_fired_time: 0.0000000000, propagate_forward_time: 3.2387790680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575585365
validation[          , genome  4487] predictions:    9619/  10000 (96.19%), best:    9677/10000 (96.77%), error:      1272.35522, best error:      1120.36353 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 45.5719795227s, input_fired_time: 0.8691876531, output_fired_time: 0.4720644951, propagate_forward_time: 17.8596744537, propagate_backward_time: 24.2448253632, weight_update_time: 0.0699906200, other_time: 2.1262283325
epoch time: 3.8741202354s, input_fired_time: 0.0696754605, output_fired_time: 0.0000000000, propagate_forward_time: 3.2434215546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610232353
validation[          , genome  4487] predictions:    9642/  10000 (96.42%), best:    9677/10000 (96.77%), error:      1215.46863, best error:      1120.36353 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 45.8025703430s, input_fired_time: 0.6214616895, output_fired_time: 0.4693395197, propagate_forward_time: 17.8865299225, propagate_backward_time: 24.9495487213, weight_update_time: 0.0700146779, other_time: 1.8756904602
epoch time: 3.8236243725s, input_fired_time: 0.3227003813, output_fired_time: 0.0000000000, propagate_forward_time: 2.9475090504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534150600
validation[          , genome  4487] predictions:    9665/  10000 (96.65%), best:    9677/10000 (96.77%), error:      1137.76257, best error:      1120.36353 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 45.6224899292s, input_fired_time: 1.3749247789, output_fired_time: 0.4695637226, propagate_forward_time: 16.4492263794, propagate_backward_time: 24.6889610291, weight_update_time: 0.0705947876, other_time: 2.6398162842
epoch time: 3.8179197311s, input_fired_time: 0.0729953423, output_fired_time: 0.0000000000, propagate_forward_time: 3.4390289783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058953285
validation[          , genome  4487] predictions:    9640/  10000 (96.40%), best:    9677/10000 (96.77%), error:      1216.13171, best error:      1120.36353 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 45.6945877075s, input_fired_time: 1.1167545319, output_fired_time: 1.2188920975, propagate_forward_time: 16.3256072998, propagate_backward_time: 25.3972644806, weight_update_time: 0.0703659207, other_time: 1.6360721588
epoch time: 3.5776703358s, input_fired_time: 0.0693544000, output_fired_time: 0.0000000000, propagate_forward_time: 3.2018833160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064327240
validation[          , genome  4487] predictions:    9646/  10000 (96.46%), best:    9677/10000 (96.77%), error:      1209.30457, best error:      1120.36353 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 45.1344757080s, input_fired_time: 0.6137382388, output_fired_time: 0.7143168449, propagate_forward_time: 15.9486312866, propagate_backward_time: 25.4808063507, weight_update_time: 0.0699880794, other_time: 2.3769817352
epoch time: 3.4800124168s, input_fired_time: 0.0663079470, output_fired_time: 0.0000000000, propagate_forward_time: 2.8693275452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443768501
validation[          , genome  4487] predictions:    9642/  10000 (96.42%), best:    9677/10000 (96.77%), error:      1207.61658, best error:      1120.36353 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 44.6894226074s, input_fired_time: 0.8527975678, output_fired_time: 0.4574951231, propagate_forward_time: 15.7952976227, propagate_backward_time: 25.4736518860, weight_update_time: 0.0692932680, other_time: 2.1101779938
epoch time: 3.4804835320s, input_fired_time: 0.0767975226, output_fired_time: 0.0000000000, propagate_forward_time: 2.6089198589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7947661877
validation[          , genome  4487] predictions:    9628/  10000 (96.28%), best:    9677/10000 (96.77%), error:      1246.99231, best error:      1120.36353 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 44.7721786499s, input_fired_time: 1.3562933207, output_fired_time: 0.4578041136, propagate_forward_time: 15.8393449783, propagate_backward_time: 25.2513427734, weight_update_time: 0.0695538372, other_time: 1.8673934937
epoch time: 3.7181646824s, input_fired_time: 0.0692694262, output_fired_time: 0.0000000000, propagate_forward_time: 3.3546457291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942495346
validation[          , genome  4487] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1046.59204, best error:      1046.59204 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 44.4673309326s, input_fired_time: 0.8573727608, output_fired_time: 0.7069957256, propagate_forward_time: 15.8029260635, propagate_backward_time: 24.9823341370, weight_update_time: 0.0694238320, other_time: 2.1177024841
epoch time: 3.7205276489s, input_fired_time: 0.3187475801, output_fired_time: 0.0000000000, propagate_forward_time: 2.8572680950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445120335
validation[          , genome  4487] predictions:    9665/  10000 (96.65%), best:    9688/10000 (96.88%), error:      1112.61169, best error:      1046.59204 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 44.6882896423s, input_fired_time: 0.6049332023, output_fired_time: 0.7067808509, propagate_forward_time: 16.0459671021, propagate_backward_time: 25.2206497192, weight_update_time: 0.0691196546, other_time: 2.1099586487
epoch time: 3.4707310200s, input_fired_time: 0.3213754296, output_fired_time: 0.0000000000, propagate_forward_time: 2.6054029465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439527035
validation[          , genome  4487] predictions:    9639/  10000 (96.39%), best:    9688/10000 (96.88%), error:      1219.55640, best error:      1046.59204 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.8846626282s, input_fired_time: 0.6077471375, output_fired_time: 0.4569351673, propagate_forward_time: 15.0248069763, propagate_backward_time: 22.9371871948, weight_update_time: 0.0690377578, other_time: 1.8579864502
epoch time: 2.7379107475s, input_fired_time: 0.0702355877, output_fired_time: 0.0000000000, propagate_forward_time: 2.3711233139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965519428
validation[          , genome  4487] predictions:    9678/  10000 (96.78%), best:    9688/10000 (96.88%), error:      1119.90857, best error:      1046.59204 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 33.4575119019s, input_fired_time: 0.6040309668, output_fired_time: 0.4573370814, propagate_forward_time: 11.8088788986, propagate_backward_time: 18.9834804535, weight_update_time: 0.0690208748, other_time: 1.6037845612
epoch time: 2.7097954750s, input_fired_time: 0.0674630404, output_fired_time: 0.0000000000, propagate_forward_time: 2.3493502140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929823399
validation[          , genome  4487] predictions:    9682/  10000 (96.82%), best:    9688/10000 (96.88%), error:      1059.74500, best error:      1046.59204 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 33.4444313049s, input_fired_time: 0.6097717285, output_fired_time: 0.4584420323, propagate_forward_time: 11.7869691849, propagate_backward_time: 18.9845943451, weight_update_time: 0.0690413192, other_time: 1.6046543121
epoch time: 2.7117445469s, input_fired_time: 0.0681747347, output_fired_time: 0.0000000000, propagate_forward_time: 2.3498830795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936866283
validation[          , genome  4487] predictions:    9687/  10000 (96.87%), best:    9688/10000 (96.88%), error:      1065.32983, best error:      1046.59204 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 33.4178733826s, input_fired_time: 0.6050695181, output_fired_time: 0.4577586949, propagate_forward_time: 11.7852783203, propagate_backward_time: 18.9639358521, weight_update_time: 0.0689031109, other_time: 1.6058311462
epoch time: 2.7508230209s, input_fired_time: 0.0687461421, output_fired_time: 0.0000000000, propagate_forward_time: 2.3831233978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989535332
validation[          , genome  4487] predictions:    9654/  10000 (96.54%), best:    9688/10000 (96.88%), error:      1163.83032, best error:      1046.59204 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 33.5194702148s, input_fired_time: 0.6089150310, output_fired_time: 0.4587984979, propagate_forward_time: 11.8325195313, propagate_backward_time: 19.0112743378, weight_update_time: 0.0691795945, other_time: 1.6079654694
epoch time: 2.7580800056s, input_fired_time: 0.0709805563, output_fired_time: 0.0000000000, propagate_forward_time: 2.3895032406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975962162
validation[          , genome  4487] predictions:    9625/  10000 (96.25%), best:    9688/10000 (96.88%), error:      1243.09583, best error:      1046.59204 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 33.3639869690s, input_fired_time: 0.6047520041, output_fired_time: 0.4571877718, propagate_forward_time: 11.7575702667, propagate_backward_time: 18.9429225922, weight_update_time: 0.0688488036, other_time: 1.6015548706
epoch time: 2.7192614079s, input_fired_time: 0.0677707568, output_fired_time: 0.0000000000, propagate_forward_time: 2.3579511642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935395241
validation[          , genome  4487] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1014.07819, best error:      1014.07819 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 33.3918685913s, input_fired_time: 0.6046690345, output_fired_time: 0.4569414258, propagate_forward_time: 11.7869205475, propagate_backward_time: 18.9401454926, weight_update_time: 0.0687996522, other_time: 1.6031951904
epoch time: 2.7162427902s, input_fired_time: 0.0679940209, output_fired_time: 0.0000000000, propagate_forward_time: 2.3533968925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948517799
validation[          , genome  4487] predictions:    9675/  10000 (96.75%), best:    9698/10000 (96.98%), error:      1065.97510, best error:      1014.07819 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.3889579773s, input_fired_time: 0.6039378047, output_fired_time: 0.4569426775, propagate_forward_time: 11.7649908066, propagate_backward_time: 18.9586334229, weight_update_time: 0.0689415187, other_time: 1.6044502258
epoch time: 2.7116873264s, input_fired_time: 0.0692730024, output_fired_time: 0.0000000000, propagate_forward_time: 2.3487706184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936437130
validation[          , genome  4487] predictions:    9687/  10000 (96.87%), best:    9698/10000 (96.98%), error:      1068.98413, best error:      1014.07819 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 33.4938240051s, input_fired_time: 0.6106047630, output_fired_time: 0.4585137665, propagate_forward_time: 11.8152389526, propagate_backward_time: 19.0074596405, weight_update_time: 0.0689389408, other_time: 1.6020069122
epoch time: 2.7436387539s, input_fired_time: 0.0699263141, output_fired_time: 0.0000000000, propagate_forward_time: 2.3758833408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978291512
validation[          , genome  4487] predictions:    9662/  10000 (96.62%), best:    9698/10000 (96.98%), error:      1190.75427, best error:      1014.07819 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 33.4590873718s, input_fired_time: 0.6099013090, output_fired_time: 0.4575256407, propagate_forward_time: 11.8147058487, propagate_backward_time: 18.9827632904, weight_update_time: 0.0687976182, other_time: 1.5941905975
epoch time: 2.7293910980s, input_fired_time: 0.0738703832, output_fired_time: 0.0000000000, propagate_forward_time: 2.3616499901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938706875
validation[          , genome  4487] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1156.76929, best error:      1014.07819 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 33.5290374756s, input_fired_time: 0.6077492237, output_fired_time: 0.4589372575, propagate_forward_time: 11.8084583282, propagate_backward_time: 19.0512599945, weight_update_time: 0.0691007301, other_time: 1.6026306152
epoch time: 2.7820041180s, input_fired_time: 0.0709918216, output_fired_time: 0.0000000000, propagate_forward_time: 2.4108369350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3001754284
validation[          , genome  4487] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       997.84467, best error:       997.84467 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 33.3828620911s, input_fired_time: 0.6035221219, output_fired_time: 0.4567366838, propagate_forward_time: 11.7812185287, propagate_backward_time: 18.9469985962, weight_update_time: 0.0687868968, other_time: 1.5943832397
epoch time: 2.7141757011s, input_fired_time: 0.0701116771, output_fired_time: 0.0000000000, propagate_forward_time: 2.3498234749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942404747
validation[          , genome  4487] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       977.09857, best error:       977.09857 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 33.1808624268s, input_fired_time: 0.6013404727, output_fired_time: 0.4540852010, propagate_forward_time: 11.7058582306, propagate_backward_time: 18.8351268768, weight_update_time: 0.0681228116, other_time: 1.5844497681
epoch time: 2.7094943523s, input_fired_time: 0.0696498230, output_fired_time: 0.0000000000, propagate_forward_time: 2.3468251228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930192947
validation[          , genome  4487] predictions:    9561/  10000 (95.61%), best:    9720/10000 (97.20%), error:      1429.88623, best error:       977.09857 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 32.9888687134s, input_fired_time: 0.5965769291, output_fired_time: 0.4515891671, propagate_forward_time: 11.6388301849, propagate_backward_time: 18.7250728607, weight_update_time: 0.0678959489, other_time: 1.5767993927
epoch time: 2.7416322231s, input_fired_time: 0.0705479383, output_fired_time: 0.0000000000, propagate_forward_time: 2.3729150295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981693745
validation[          , genome  4487] predictions:    9635/  10000 (96.35%), best:    9720/10000 (97.20%), error:      1205.38757, best error:       977.09857 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 33.0191116333s, input_fired_time: 0.6011772752, output_fired_time: 0.4521107376, propagate_forward_time: 11.6167078018, propagate_backward_time: 18.7658653259, weight_update_time: 0.0681268871, other_time: 1.5832519531
epoch time: 2.6859545708s, input_fired_time: 0.0692684054, output_fired_time: 0.0000000000, propagate_forward_time: 2.3252158165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914702892
validation[          , genome  4487] predictions:    9681/  10000 (96.81%), best:    9720/10000 (97.20%), error:      1045.98572, best error:       977.09857 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 33.0821189880s, input_fired_time: 0.5994298458, output_fired_time: 0.4522760212, propagate_forward_time: 11.6728448868, propagate_backward_time: 18.7798881531, weight_update_time: 0.0679369867, other_time: 1.5776824951
epoch time: 2.7056202888s, input_fired_time: 0.0690277740, output_fired_time: 0.0000000000, propagate_forward_time: 2.3441157341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924768925
validation[          , genome  4487] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:      1014.62634, best error:       977.09857 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 33.0328521729s, input_fired_time: 0.5980686545, output_fired_time: 0.4515525699, propagate_forward_time: 11.6531553268, propagate_backward_time: 18.7524242401, weight_update_time: 0.0677684844, other_time: 1.5776500702
epoch time: 2.7181110382s, input_fired_time: 0.0690563992, output_fired_time: 0.0000000000, propagate_forward_time: 2.3556742668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933802605
validation[          , genome  4487] predictions:    9678/  10000 (96.78%), best:    9720/10000 (97.20%), error:      1073.84241, best error:       977.09857 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 33.1215972900s, input_fired_time: 0.5962351561, output_fired_time: 0.4537200928, propagate_forward_time: 11.6731481552, propagate_backward_time: 18.8127593994, weight_update_time: 0.0682062283, other_time: 1.5857353210
epoch time: 2.7084944248s, input_fired_time: 0.0695807040, output_fired_time: 0.0000000000, propagate_forward_time: 2.3465468884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923667431
validation[          , genome  4487] predictions:    9676/  10000 (96.76%), best:    9720/10000 (97.20%), error:      1077.08362, best error:       977.09857 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 33.0087928772s, input_fired_time: 0.5986803174, output_fired_time: 0.4518053234, propagate_forward_time: 11.6323938370, propagate_backward_time: 18.7524871826, weight_update_time: 0.0677152425, other_time: 1.5734291077
epoch time: 2.7112119198s, input_fired_time: 0.0706482753, output_fired_time: 0.0000000000, propagate_forward_time: 2.3471364975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934272289
validation[          , genome  4487] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:      1026.52637, best error:       977.09857 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 32.8980216980s, input_fired_time: 0.5945260525, output_fired_time: 0.4504206777, propagate_forward_time: 11.5773706436, propagate_backward_time: 18.7023124695, weight_update_time: 0.0677316114, other_time: 1.5733947754
epoch time: 2.6910629272s, input_fired_time: 0.0691260472, output_fired_time: 0.0000000000, propagate_forward_time: 2.3301005363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918362617
validation[          , genome  4487] predictions:    9689/  10000 (96.89%), best:    9720/10000 (97.20%), error:       999.49841, best error:       977.09857 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 32.9345588684s, input_fired_time: 0.5966392756, output_fired_time: 0.4502332509, propagate_forward_time: 11.6220254898, propagate_backward_time: 18.6948146820, weight_update_time: 0.0675985143, other_time: 1.5708484650
epoch time: 2.6883528233s, input_fired_time: 0.0675690100, output_fired_time: 0.0000000000, propagate_forward_time: 2.3292975426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914862633
validation[          , genome  4487] predictions:    9667/  10000 (96.67%), best:    9720/10000 (97.20%), error:      1113.24622, best error:       977.09857 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 32.8722496033s, input_fired_time: 0.5976834893, output_fired_time: 0.4499174058, propagate_forward_time: 11.5704984665, propagate_backward_time: 18.6901950836, weight_update_time: 0.0674597472, other_time: 1.5639553070
epoch time: 2.7236790657s, input_fired_time: 0.0682694837, output_fired_time: 0.0000000000, propagate_forward_time: 2.3618898392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935197353
validation[          , genome  4487] predictions:    9661/  10000 (96.61%), best:    9720/10000 (97.20%), error:      1137.61536, best error:       977.09857 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 32.9467964172s, input_fired_time: 0.5959250927, output_fired_time: 0.4511247873, propagate_forward_time: 11.6032133102, propagate_backward_time: 18.7262020111, weight_update_time: 0.0676763356, other_time: 1.5703334808
epoch time: 2.6905136108s, input_fired_time: 0.0695699751, output_fired_time: 0.0000000000, propagate_forward_time: 2.3292412758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917022705
validation[          , genome  4487] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1023.89624, best error:       977.09857 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 33.0285758972s, input_fired_time: 0.5959873199, output_fired_time: 0.4513716996, propagate_forward_time: 11.6457796097, propagate_backward_time: 18.7629299164, weight_update_time: 0.0678212345, other_time: 1.5725040436
epoch time: 2.7037172318s, input_fired_time: 0.0699248090, output_fired_time: 0.0000000000, propagate_forward_time: 2.3423900604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914023399
validation[          , genome  4487] predictions:    9683/  10000 (96.83%), best:    9720/10000 (97.20%), error:      1071.21790, best error:       977.09857 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 32.9331970215s, input_fired_time: 0.5966647267, output_fired_time: 0.4505227804, propagate_forward_time: 11.6158123016, propagate_backward_time: 18.7041091919, weight_update_time: 0.0675191358, other_time: 1.5660877228
epoch time: 2.6980242729s, input_fired_time: 0.0696984380, output_fired_time: 0.0000000000, propagate_forward_time: 2.3383052349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900207043
validation[          , genome  4487] predictions:    9689/  10000 (96.89%), best:    9720/10000 (97.20%), error:      1021.12512, best error:       977.09857 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 33.0830688477s, input_fired_time: 0.5986437798, output_fired_time: 0.4524740279, propagate_forward_time: 11.6544170380, propagate_backward_time: 18.8002567291, weight_update_time: 0.0680198967, other_time: 1.5772781372
epoch time: 2.7011339664s, input_fired_time: 0.0700144023, output_fired_time: 0.0000000000, propagate_forward_time: 2.3404054642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907140255
validation[          , genome  4487] predictions:    9633/  10000 (96.33%), best:    9720/10000 (97.20%), error:      1223.67407, best error:       977.09857 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 32.9545936584s, input_fired_time: 0.5947310925, output_fired_time: 0.4510191679, propagate_forward_time: 11.6244821548, propagate_backward_time: 18.7156085968, weight_update_time: 0.0675672442, other_time: 1.5687541962
epoch time: 2.7131366730s, input_fired_time: 0.0681096986, output_fired_time: 0.0000000000, propagate_forward_time: 2.3518190384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932078838
validation[          , genome  4487] predictions:    9653/  10000 (96.53%), best:    9720/10000 (97.20%), error:      1200.88513, best error:       977.09857 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 32.9614219666s, input_fired_time: 0.5982078314, output_fired_time: 0.4508932233, propagate_forward_time: 11.6039762497, propagate_backward_time: 18.7361831665, weight_update_time: 0.0678145513, other_time: 1.5721588135
epoch time: 2.7336406708s, input_fired_time: 0.0702176541, output_fired_time: 0.0000000000, propagate_forward_time: 2.3684735298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949495316
validation[          , genome  4487] predictions:    9672/  10000 (96.72%), best:    9720/10000 (97.20%), error:      1062.42542, best error:       977.09857 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 32.9187736511s, input_fired_time: 0.5978449583, output_fired_time: 0.4506763220, propagate_forward_time: 11.5881042480, propagate_backward_time: 18.7152481079, weight_update_time: 0.0674930066, other_time: 1.5669021606
epoch time: 2.6859831810s, input_fired_time: 0.0681752786, output_fired_time: 0.0000000000, propagate_forward_time: 2.3267862797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910215855
validation[          , genome  4487] predictions:    9671/  10000 (96.71%), best:    9720/10000 (97.20%), error:      1059.78833, best error:       977.09857 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 33.0278015137s, input_fired_time: 0.6006667614, output_fired_time: 0.4523067176, propagate_forward_time: 11.6196031570, propagate_backward_time: 18.7852916718, weight_update_time: 0.0677833408, other_time: 1.5699329376
epoch time: 2.7090203762s, input_fired_time: 0.0691460595, output_fired_time: 0.0000000000, propagate_forward_time: 2.3470997810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927744389
validation[          , genome  4487] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1043.53784, best error:       977.09857 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 33.2840423584s, input_fired_time: 0.5987469554, output_fired_time: 0.4520906210, propagate_forward_time: 11.6230068207, propagate_backward_time: 19.0359458923, weight_update_time: 0.0678667873, other_time: 1.5742511749
epoch time: 3.8589413166s, input_fired_time: 0.0725698322, output_fired_time: 0.0000000000, propagate_forward_time: 3.4766571522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097143173
validation[          , genome  4487] predictions:    9680/  10000 (96.80%), best:    9720/10000 (97.20%), error:      1092.52734, best error:       977.09857 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 45.9114189148s, input_fired_time: 0.8701708317, output_fired_time: 0.4698165059, propagate_forward_time: 15.6155614853, propagate_backward_time: 26.3183975220, weight_update_time: 0.3206204176, other_time: 2.6374702454
epoch time: 3.8895430565s, input_fired_time: 0.0737910345, output_fired_time: 0.0000000000, propagate_forward_time: 3.2548544407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608975887
validation[          , genome  4487] predictions:    9681/  10000 (96.81%), best:    9720/10000 (97.20%), error:      1090.38159, best error:       977.09857 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 45.8406867981s, input_fired_time: 0.6235288978, output_fired_time: 0.7197560072, propagate_forward_time: 16.1062717438, propagate_backward_time: 26.0129966736, weight_update_time: 0.0702344030, other_time: 2.3781337738
epoch time: 3.5333411694s, input_fired_time: 0.0710015744, output_fired_time: 0.0000000000, propagate_forward_time: 3.1617755890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005640507
validation[          , genome  4487] predictions:    9659/  10000 (96.59%), best:    9720/10000 (97.20%), error:      1129.66443, best error:       977.09857 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 45.5818481445s, input_fired_time: 0.6195989251, output_fired_time: 0.4675413370, propagate_forward_time: 16.1085090637, propagate_backward_time: 25.7389240265, weight_update_time: 0.0701964647, other_time: 2.6472759247
epoch time: 3.7893714905s, input_fired_time: 0.0706754252, output_fired_time: 0.0000000000, propagate_forward_time: 3.4161572456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025388718
validation[          , genome  4487] predictions:    9699/  10000 (96.99%), best:    9720/10000 (97.20%), error:       999.68054, best error:       977.09857 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 45.8950843811s, input_fired_time: 0.6212024093, output_fired_time: 0.4694205523, propagate_forward_time: 16.1154937744, propagate_backward_time: 26.8046875000, weight_update_time: 0.0707171634, other_time: 1.8842811584
epoch time: 3.8617980480s, input_fired_time: 0.0723076537, output_fired_time: 0.0000000000, propagate_forward_time: 3.4814910889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079993725
validation[          , genome  4487] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1052.92578, best error:       977.09857 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 45.6693840027s, input_fired_time: 0.8684130311, output_fired_time: 0.4692347348, propagate_forward_time: 16.9088478088, propagate_backward_time: 25.5398578644, weight_update_time: 0.0705569461, other_time: 1.8830318451
epoch time: 3.8030762672s, input_fired_time: 0.0704931542, output_fired_time: 0.0000000000, propagate_forward_time: 3.1807808876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518021584
validation[          , genome  4487] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1020.34998, best error:       977.09857 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 45.7826385498s, input_fired_time: 0.6194732189, output_fired_time: 0.9671678543, propagate_forward_time: 15.8156375885, propagate_backward_time: 25.9993209839, weight_update_time: 0.0703060478, other_time: 2.3810405731
epoch time: 3.8317613602s, input_fired_time: 0.0727121755, output_fired_time: 0.0000000000, propagate_forward_time: 2.9518940449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8071551323
validation[          , genome  4487] predictions:    9668/  10000 (96.68%), best:    9720/10000 (97.20%), error:      1146.08423, best error:       977.09857 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 45.5615386963s, input_fired_time: 0.8731741905, output_fired_time: 0.7194398046, propagate_forward_time: 17.3566837311, propagate_backward_time: 23.9886131287, weight_update_time: 0.0700290427, other_time: 2.6236286163
epoch time: 3.8610873222s, input_fired_time: 0.0742395148, output_fired_time: 0.0000000000, propagate_forward_time: 3.2272379398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596098900
validation[          , genome  4487] predictions:    9685/  10000 (96.85%), best:    9720/10000 (97.20%), error:      1046.27344, best error:       977.09857 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 45.6731491089s, input_fired_time: 0.8721644282, output_fired_time: 0.9683852196, propagate_forward_time: 16.5424060822, propagate_backward_time: 24.6691226959, weight_update_time: 0.3199247122, other_time: 2.6210708618
epoch time: 3.5547471046s, input_fired_time: 0.0711654052, output_fired_time: 0.0000000000, propagate_forward_time: 3.1805775166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030042648
validation[          , genome  4487] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1022.52014, best error:       977.09857 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 45.6651115417s, input_fired_time: 0.6219077110, output_fired_time: 0.4693057835, propagate_forward_time: 16.6337757111, propagate_backward_time: 26.0648231506, weight_update_time: 0.0701252818, other_time: 1.8752994537
epoch time: 3.8345782757s, input_fired_time: 0.0720675811, output_fired_time: 0.0000000000, propagate_forward_time: 2.9563360214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8061747551
validation[          , genome  4487] predictions:    9674/  10000 (96.74%), best:    9720/10000 (97.20%), error:      1103.44836, best error:       977.09857 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 45.7898406982s, input_fired_time: 0.6199177504, output_fired_time: 0.4676874578, propagate_forward_time: 15.8319129944, propagate_backward_time: 26.4900798798, weight_update_time: 0.0705415606, other_time: 2.3802433014
epoch time: 3.9471919537s, input_fired_time: 0.0746240392, output_fired_time: 0.0000000000, propagate_forward_time: 3.5551962852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173716068
validation[          , genome  4487] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1068.49561, best error:       977.09857 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 46.1189765930s, input_fired_time: 1.1307662725, output_fired_time: 0.4761459231, propagate_forward_time: 17.7035694122, propagate_backward_time: 23.9216690063, weight_update_time: 0.3206077516, other_time: 2.8868236542
epoch time: 3.8508069515s, input_fired_time: 0.0731637552, output_fired_time: 0.0000000000, propagate_forward_time: 3.4692711830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083720207
validation[          , genome  4487] predictions:    9664/  10000 (96.64%), best:    9720/10000 (97.20%), error:      1077.04785, best error:       977.09857 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 45.9147109985s, input_fired_time: 0.6241319776, output_fired_time: 0.7211889029, propagate_forward_time: 16.3533840179, propagate_backward_time: 26.0774021149, weight_update_time: 0.0706874803, other_time: 2.1386070251
epoch time: 3.5450305939s, input_fired_time: 0.0719661862, output_fired_time: 0.0000000000, propagate_forward_time: 2.9260048866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470595360
validation[          , genome  4487] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:      1024.55347, best error:       977.09857 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 45.4347419739s, input_fired_time: 0.8659229875, output_fired_time: 0.4666279554, propagate_forward_time: 15.2922468185, propagate_backward_time: 25.9284114838, weight_update_time: 0.3202641904, other_time: 2.8815288544
epoch time: 3.7687416077s, input_fired_time: 0.0731883422, output_fired_time: 0.0000000000, propagate_forward_time: 3.3967511654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988021374
validation[          , genome  4487] predictions:    9673/  10000 (96.73%), best:    9720/10000 (97.20%), error:      1128.39612, best error:       977.09857 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 45.7760314941s, input_fired_time: 0.6232023835, output_fired_time: 0.7180423141, propagate_forward_time: 14.8275547028, propagate_backward_time: 26.9738731384, weight_update_time: 0.0704146028, other_time: 2.6333599091
epoch time: 3.4940004349s, input_fired_time: 0.0698382556, output_fired_time: 0.0000000000, propagate_forward_time: 3.1270136833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971484661
validation[          , genome  4487] predictions:    9599/  10000 (95.99%), best:    9720/10000 (97.20%), error:      1255.85376, best error:       977.09857 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 45.5115814209s, input_fired_time: 0.8626981378, output_fired_time: 0.4635463953, propagate_forward_time: 16.0184650421, propagate_backward_time: 26.0424194336, weight_update_time: 0.0700198039, other_time: 2.1244525909
epoch time: 3.5076177120s, input_fired_time: 0.0716968402, output_fired_time: 0.0000000000, propagate_forward_time: 3.1374080181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985129356
validation[          , genome  4487] predictions:    9682/  10000 (96.82%), best:    9720/10000 (97.20%), error:      1044.38232, best error:       977.09857 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 45.4006233215s, input_fired_time: 0.6200283766, output_fired_time: 0.4638874829, propagate_forward_time: 15.2786712646, propagate_backward_time: 27.4071960449, weight_update_time: 0.0704985484, other_time: 1.6308403015
epoch time: 3.8046572208s, input_fired_time: 0.0710896030, output_fired_time: 0.0000000000, propagate_forward_time: 3.4318575859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017101288
validation[          , genome  4487] predictions:    9640/  10000 (96.40%), best:    9720/10000 (97.20%), error:      1240.70361, best error:       977.09857 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 45.3969192505s, input_fired_time: 0.8677251935, output_fired_time: 0.7166716456, propagate_forward_time: 16.0259647369, propagate_backward_time: 25.1627273560, weight_update_time: 0.0698846430, other_time: 2.6238307953
epoch time: 3.8220443726s, input_fired_time: 0.0723583773, output_fired_time: 0.0000000000, propagate_forward_time: 3.1937868595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558991432
validation[          , genome  4487] predictions:    9706/  10000 (97.06%), best:    9720/10000 (97.20%), error:      1041.12488, best error:       977.09857 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 45.7187232971s, input_fired_time: 0.6217598915, output_fired_time: 0.4679853320, propagate_forward_time: 16.3040599823, propagate_backward_time: 25.9518604279, weight_update_time: 0.0699645281, other_time: 2.3730545044
epoch time: 3.5319988728s, input_fired_time: 0.0721868575, output_fired_time: 0.0000000000, propagate_forward_time: 3.1584064960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014054298
validation[          , genome  4487] predictions:    9588/  10000 (95.88%), best:    9720/10000 (97.20%), error:      1414.64197, best error:       977.09857 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 45.6220474243s, input_fired_time: 0.8722231388, output_fired_time: 0.4693663418, propagate_forward_time: 15.8875627518, propagate_backward_time: 25.4903373718, weight_update_time: 0.0706260428, other_time: 2.9025573730
epoch time: 3.8523902893s, input_fired_time: 0.0717475563, output_fired_time: 0.0000000000, propagate_forward_time: 3.4746623039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059804440
validation[          , genome  4487] predictions:    9621/  10000 (96.21%), best:    9720/10000 (97.20%), error:      1237.83057, best error:       977.09857 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 45.9039382935s, input_fired_time: 0.8767474294, output_fired_time: 0.4706321955, propagate_forward_time: 16.6351623535, propagate_backward_time: 25.5349178314, weight_update_time: 0.3206230104, other_time: 2.3864803314
epoch time: 3.8477237225s, input_fired_time: 0.0727008954, output_fired_time: 0.0000000000, propagate_forward_time: 2.9675078392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8075149059
validation[          , genome  4487] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:       988.65729, best error:       977.09857 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 45.4459037781s, input_fired_time: 0.8662449121, output_fired_time: 0.9648597240, propagate_forward_time: 14.2677602768, propagate_backward_time: 26.9505176544, weight_update_time: 0.0702773631, other_time: 2.3965206146
epoch time: 3.8274164200s, input_fired_time: 0.0730634630, output_fired_time: 0.0000000000, propagate_forward_time: 3.4493131638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050398827
validation[          , genome  4487] predictions:    9672/  10000 (96.72%), best:    9720/10000 (97.20%), error:      1089.16760, best error:       977.09857 on epoch:    43, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 45.8078918457s, input_fired_time: 0.8828714490, output_fired_time: 0.7303633690, propagate_forward_time: 14.5647802353, propagate_backward_time: 27.2230682373, weight_update_time: 0.3363979161, other_time: 2.4068107605
epoch time: 3.7970597744s, input_fired_time: 0.0721935183, output_fired_time: 0.0000000000, propagate_forward_time: 3.1743621826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505039692
validation[          , genome  4487] predictions:    9697/  10000 (96.97%), best:    9720/10000 (97.20%), error:      1044.01855, best error:       977.09857 on epoch:    43, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 44.8482780457s, input_fired_time: 0.6084861159, output_fired_time: 0.4584488571, propagate_forward_time: 16.0756340027, propagate_backward_time: 25.3506717682, weight_update_time: 0.0690715536, other_time: 2.3550357819
epoch time: 3.4668555260s, input_fired_time: 0.0695172474, output_fired_time: 0.0000000000, propagate_forward_time: 3.1043167114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930216789
validation[          , genome  4487] predictions:    9690/  10000 (96.90%), best:    9720/10000 (97.20%), error:      1024.63953, best error:       977.09857 on epoch:    43, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 44.7165069580s, input_fired_time: 0.6064268351, output_fired_time: 0.9566850066, propagate_forward_time: 16.2868938446, propagate_backward_time: 25.0213584900, weight_update_time: 0.0685953423, other_time: 1.8451442719
epoch time: 3.4699628353s, input_fired_time: 0.0707619190, output_fired_time: 0.0000000000, propagate_forward_time: 2.8559155464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432853699
validation[          , genome  4487] predictions:    9611/  10000 (96.11%), best:    9720/10000 (97.20%), error:      1288.87915, best error:       977.09857 on epoch:    43, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 44.4819145203s, input_fired_time: 0.8538854718, output_fired_time: 0.7068945765, propagate_forward_time: 16.0399723053, propagate_backward_time: 24.7815761566, weight_update_time: 0.0687285066, other_time: 2.0995864868
epoch time: 3.7159738541s, input_fired_time: 0.0694844276, output_fired_time: 0.0000000000, propagate_forward_time: 3.1037135124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427758694
validation[          , genome  4487] predictions:    9691/  10000 (96.91%), best:    9720/10000 (97.20%), error:      1065.25562, best error:       977.09857 on epoch:    43, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 44.6971359253s, input_fired_time: 0.6067305803, output_fired_time: 0.9568791389, propagate_forward_time: 15.2753887177, propagate_backward_time: 25.5109310150, weight_update_time: 0.0685887262, other_time: 2.3472061157
epoch time: 3.4697947502s, input_fired_time: 0.0701167732, output_fired_time: 0.0000000000, propagate_forward_time: 3.1063132286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933647633
validation[          , genome  4487] predictions:    9713/  10000 (97.13%), best:    9720/10000 (97.20%), error:      1024.37988, best error:       977.09857 on epoch:    43, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 44.7444686890s, input_fired_time: 0.8730512857, output_fired_time: 0.4571058154, propagate_forward_time: 15.7806425095, propagate_backward_time: 25.7839279175, weight_update_time: 0.0688447058, other_time: 1.8497390747
epoch time: 3.7171442509s, input_fired_time: 0.3199754953, output_fired_time: 0.0000000000, propagate_forward_time: 3.1043362617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928323746
validation[          , genome  4487] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:      1033.30688, best error:       977.09857 on epoch:    43, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 44.4763755798s, input_fired_time: 0.6032940149, output_fired_time: 0.4571390748, propagate_forward_time: 15.2972793579, propagate_backward_time: 25.5195674896, weight_update_time: 0.0687192529, other_time: 2.5990962982
epoch time: 3.7112734318s, input_fired_time: 0.0682033896, output_fired_time: 0.0000000000, propagate_forward_time: 3.3497059345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933640480
validation[          , genome  4487] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:      1030.47729, best error:       977.09857 on epoch:    43, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 44.8064155579s, input_fired_time: 1.1053601503, output_fired_time: 0.7068884373, propagate_forward_time: 14.8215417862, propagate_backward_time: 25.8187294006, weight_update_time: 0.0688995197, other_time: 2.3538932800
epoch time: 3.4638469219s, input_fired_time: 0.0697399676, output_fired_time: 0.0000000000, propagate_forward_time: 3.1000292301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940776348
validation[          , genome  4487] predictions:    9652/  10000 (96.52%), best:    9720/10000 (97.20%), error:      1193.27795, best error:       977.09857 on epoch:    43, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 44.7197723389s, input_fired_time: 0.6088259220, output_fired_time: 0.4568385184, propagate_forward_time: 15.7767419815, propagate_backward_time: 25.7780628204, weight_update_time: 0.0688252598, other_time: 2.0993061066
epoch time: 3.7157368660s, input_fired_time: 0.0704531893, output_fired_time: 0.0000000000, propagate_forward_time: 3.3516261578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936575413
validation[          , genome  4487] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       994.50824, best error:       977.09857 on epoch:    43, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 44.4960899353s, input_fired_time: 0.6063445807, output_fired_time: 0.4570987821, propagate_forward_time: 15.7732677460, propagate_backward_time: 25.5608520508, weight_update_time: 0.5686852932, other_time: 2.0985240936
epoch time: 3.7237834930s, input_fired_time: 0.0681255907, output_fired_time: 0.0000000000, propagate_forward_time: 3.3622071743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934508324
validation[          , genome  4487] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1055.34937, best error:       977.09857 on epoch:    43, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 44.7219810486s, input_fired_time: 0.5982277989, output_fired_time: 0.4569743276, propagate_forward_time: 15.7850599289, propagate_backward_time: 25.5320758820, weight_update_time: 0.5687683821, other_time: 2.3496417999
epoch time: 3.4633677006s, input_fired_time: 0.0674671680, output_fired_time: 0.0000000000, propagate_forward_time: 3.1032769680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926235199
validation[          , genome  4487] predictions:    9690/  10000 (96.90%), best:    9720/10000 (97.20%), error:      1103.67053, best error:       977.09857 on epoch:    43, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 44.7204895020s, input_fired_time: 0.8542481661, output_fired_time: 0.7066229582, propagate_forward_time: 15.0300559998, propagate_backward_time: 25.5331459045, weight_update_time: 0.0687428415, other_time: 2.5964164734
epoch time: 3.4693508148s, input_fired_time: 0.0706850961, output_fired_time: 0.0000000000, propagate_forward_time: 3.1049587727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937068939
validation[          , genome  4487] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       950.60492, best error:       950.60492 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 45.6749534607s, input_fired_time: 0.8808737993, output_fired_time: 0.4720520079, propagate_forward_time: 18.6449756622, propagate_backward_time: 23.5414714813, weight_update_time: 0.3204419613, other_time: 2.1355781555
epoch time: 3.8074195385s, input_fired_time: 0.0715483800, output_fired_time: 0.0000000000, propagate_forward_time: 3.4348695278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010015488
validation[          , genome  4487] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1033.66528, best error:       950.60492 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 45.9437217712s, input_fired_time: 0.8730996251, output_fired_time: 0.9690633416, propagate_forward_time: 15.6712112427, propagate_backward_time: 26.0355663300, weight_update_time: 0.0707801506, other_time: 2.3947811127
epoch time: 3.8046109676s, input_fired_time: 0.0717460066, output_fired_time: 0.0000000000, propagate_forward_time: 3.4314651489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013997078
validation[          , genome  4487] predictions:    9692/  10000 (96.92%), best:    9719/10000 (97.19%), error:      1042.17688, best error:       950.60492 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 45.9270248413s, input_fired_time: 1.1239696741, output_fired_time: 0.4694211483, propagate_forward_time: 16.6625461578, propagate_backward_time: 25.7833213806, weight_update_time: 0.0705697536, other_time: 1.8877658844
epoch time: 3.8574085236s, input_fired_time: 0.0740275085, output_fired_time: 0.0000000000, propagate_forward_time: 3.4754245281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079564571
validation[          , genome  4487] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:      1040.80798, best error:       950.60492 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 45.5514831543s, input_fired_time: 0.6183021665, output_fired_time: 0.7184398770, propagate_forward_time: 15.8168096542, propagate_backward_time: 26.2582626343, weight_update_time: 0.3205925524, other_time: 2.1396675110
epoch time: 3.9250469208s, input_fired_time: 0.3249110579, output_fired_time: 0.0000000000, propagate_forward_time: 3.2835674286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165683746
validation[          , genome  4487] predictions:    9709/  10000 (97.09%), best:    9719/10000 (97.19%), error:      1038.38647, best error:       950.60492 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 46.6701469421s, input_fired_time: 1.1246300936, output_fired_time: 0.7297444940, propagate_forward_time: 17.2177371979, propagate_backward_time: 25.9459533691, weight_update_time: 0.0711759254, other_time: 1.6520824432
epoch time: 3.7969758511s, input_fired_time: 0.3228259981, output_fired_time: 0.0000000000, propagate_forward_time: 3.1713469028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3028030396
validation[          , genome  4487] predictions:    9704/  10000 (97.04%), best:    9719/10000 (97.19%), error:      1000.72351, best error:       950.60492 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 18.9575233459s, input_fired_time: 0.3700610101, output_fired_time: 0.0000000000, propagate_forward_time: 16.5046825409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0827789307
best training[          , genome  4487] predictions:   49323/  50000 (98.65%), best:    9719/10000 (97.19%), error:      2560.55811, best error:       950.60492 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.5767002106s, input_fired_time: 0.0728370845, output_fired_time: 0.0000000000, propagate_forward_time: 3.1974198818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064432144
   testing[          , genome  4487] predictions:    9731/  10000 (97.31%), best:    9719/10000 (97.19%), error:       916.05713, best error:       950.60492 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:14:02 (11500): called boinc_finish(0)

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