Nameexact_genome_1512568488_41_6534_0
Workunit2603926
Created7 Dec 2017, 20:22:37 UTC
Sent7 Dec 2017, 20:27:38 UTC
Report deadline16 Dec 2017, 15:15:36 UTC
Received9 Dec 2017, 1:42:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time4 hours 18 min 15 sec
CPU time4 hours 18 min 11 sec
Validate stateValid
Credit2,195.83
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.76 MB
Peak swap size154.29 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (95.68%), best:    9651/10000 (96.51%), error:      1351.71240, best error:      1192.86938 on epoch:     1, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 141.4832000732s, input_fired_time: 1.7714462280, output_fired_time: 1.6114907265, propagate_forward_time: 53.4918365479, propagate_backward_time: 81.5496520996, weight_update_time: 0.1544640809, other_time: 3.0587768555
epoch time: 11.4031209946s, input_fired_time: 0.2169517577, output_fired_time: 0.0000000000, propagate_forward_time: 10.6361045837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500650406
validation[          , genome  6534] predictions:    9613/  10000 (96.13%), best:    9651/10000 (96.51%), error:      1269.58679, best error:      1192.86938 on epoch:     1, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 141.4942474365s, input_fired_time: 1.7279003859, output_fired_time: 1.6143021584, propagate_forward_time: 53.6081695557, propagate_backward_time: 81.5999450684, weight_update_time: 0.1501711756, other_time: 2.9439239502
epoch time: 11.4782142639s, input_fired_time: 0.2130766213, output_fired_time: 0.0000000000, propagate_forward_time: 10.7342758179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308618546
validation[          , genome  6534] predictions:    9644/  10000 (96.44%), best:    9651/10000 (96.51%), error:      1202.57080, best error:      1192.86938 on epoch:     1, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 141.0427093506s, input_fired_time: 1.7630048990, output_fired_time: 1.6059676409, propagate_forward_time: 53.4675674438, propagate_backward_time: 81.1604919434, weight_update_time: 0.1528941691, other_time: 3.0456771851
epoch time: 11.4448709488s, input_fired_time: 0.2156949937, output_fired_time: 0.0000000000, propagate_forward_time: 10.6791210175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500545502
validation[          , genome  6534] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1162.87000, best error:      1162.87000 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 140.2919311523s, input_fired_time: 1.7614625692, output_fired_time: 1.6029374599, propagate_forward_time: 53.0743637085, propagate_backward_time: 80.8050842285, weight_update_time: 0.1528434306, other_time: 3.0480880737
epoch time: 11.3415460587s, input_fired_time: 0.2165203094, output_fired_time: 0.0000000000, propagate_forward_time: 10.5809459686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440797806
validation[          , genome  6534] predictions:    9653/  10000 (96.53%), best:    9663/10000 (96.63%), error:      1207.83813, best error:      1162.87000 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 142.0408325195s, input_fired_time: 1.7763972282, output_fired_time: 1.6187795401, propagate_forward_time: 53.7533187866, propagate_backward_time: 81.8271255493, weight_update_time: 0.1532863230, other_time: 3.0652160645
epoch time: 11.3925514221s, input_fired_time: 0.2176919729, output_fired_time: 0.0000000000, propagate_forward_time: 10.6264705658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483884811
validation[          , genome  6534] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1140.78040, best error:      1140.78040 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 141.6766357422s, input_fired_time: 1.7739460468, output_fired_time: 1.6137144566, propagate_forward_time: 53.5503425598, propagate_backward_time: 81.6902542114, weight_update_time: 0.1522608846, other_time: 3.0483932495
epoch time: 11.4643535614s, input_fired_time: 0.2162021101, output_fired_time: 0.0000000000, propagate_forward_time: 10.6979188919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502328873
validation[          , genome  6534] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1089.26257, best error:      1089.26257 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 140.7958679199s, input_fired_time: 1.7375050783, output_fired_time: 1.6079583168, propagate_forward_time: 53.3432312012, propagate_backward_time: 81.1440505981, weight_update_time: 0.1497808546, other_time: 2.9631271362
epoch time: 11.5152959824s, input_fired_time: 0.2172485590, output_fired_time: 0.0000000000, propagate_forward_time: 10.7482976913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497493744
validation[          , genome  6534] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:      1027.47375, best error:      1027.47375 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 141.0836944580s, input_fired_time: 1.7624309063, output_fired_time: 1.6091210842, propagate_forward_time: 53.4115219116, propagate_backward_time: 81.2678680420, weight_update_time: 0.1521001160, other_time: 3.0327529907
epoch time: 11.4652185440s, input_fired_time: 0.2180196494, output_fired_time: 0.0000000000, propagate_forward_time: 10.6961927414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510063171
validation[          , genome  6534] predictions:    9677/  10000 (96.77%), best:    9713/10000 (97.13%), error:      1065.45837, best error:      1027.47375 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 141.2294769287s, input_fired_time: 1.7614332438, output_fired_time: 1.6124757528, propagate_forward_time: 53.4846343994, propagate_backward_time: 81.3484191895, weight_update_time: 0.1524853855, other_time: 3.0225219727
epoch time: 11.4488306046s, input_fired_time: 0.2136421353, output_fired_time: 0.0000000000, propagate_forward_time: 10.6997098923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354785919
validation[          , genome  6534] predictions:    9646/  10000 (96.46%), best:    9713/10000 (97.13%), error:      1143.68103, best error:      1027.47375 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 140.8592529297s, input_fired_time: 1.7482073307, output_fired_time: 1.6047224998, propagate_forward_time: 53.3534317017, propagate_backward_time: 81.1773681641, weight_update_time: 0.1496599913, other_time: 2.9755172729
epoch time: 11.4396381378s, input_fired_time: 0.2169056088, output_fired_time: 0.0000000000, propagate_forward_time: 10.6867399216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359926224
validation[          , genome  6534] predictions:    9641/  10000 (96.41%), best:    9713/10000 (97.13%), error:      1157.56030, best error:      1027.47375 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 140.6251373291s, input_fired_time: 1.7326192856, output_fired_time: 1.6033449173, propagate_forward_time: 53.2877807617, propagate_backward_time: 81.0509490967, weight_update_time: 0.1494129747, other_time: 2.9504394531
epoch time: 11.3599128723s, input_fired_time: 0.2163588554, output_fired_time: 0.0000000000, propagate_forward_time: 10.5970106125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465431213
validation[          , genome  6534] predictions:    9637/  10000 (96.37%), best:    9713/10000 (97.13%), error:      1157.28552, best error:      1027.47375 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 140.9582977295s, input_fired_time: 1.7461497784, output_fired_time: 1.6067860126, propagate_forward_time: 53.3724517822, propagate_backward_time: 81.2778320313, weight_update_time: 0.1499042064, other_time: 2.9550781250
epoch time: 11.4682836533s, input_fired_time: 0.2149689496, output_fired_time: 0.0000000000, propagate_forward_time: 10.7201671600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331478119
validation[          , genome  6534] predictions:    9664/  10000 (96.64%), best:    9713/10000 (97.13%), error:      1126.47339, best error:      1027.47375 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 141.2213134766s, input_fired_time: 1.7703694105, output_fired_time: 1.6107612848, propagate_forward_time: 53.3896865845, propagate_backward_time: 81.4298706055, weight_update_time: 0.1509510726, other_time: 3.0206222534
epoch time: 11.5791645050s, input_fired_time: 0.2216321230, output_fired_time: 0.0000000000, propagate_forward_time: 10.8059310913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516014099
validation[          , genome  6534] predictions:    9640/  10000 (96.40%), best:    9713/10000 (97.13%), error:      1203.26147, best error:      1027.47375 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 141.9616241455s, input_fired_time: 1.7706842422, output_fired_time: 1.6185092926, propagate_forward_time: 53.7111854553, propagate_backward_time: 81.8126373291, weight_update_time: 0.1543992013, other_time: 3.0485992432
epoch time: 11.4287576675s, input_fired_time: 0.2143619210, output_fired_time: 0.0000000000, propagate_forward_time: 10.6795988083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347967148
validation[          , genome  6534] predictions:    9672/  10000 (96.72%), best:    9713/10000 (97.13%), error:      1077.06812, best error:      1027.47375 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 141.3040313721s, input_fired_time: 1.7729285955, output_fired_time: 1.6143608093, propagate_forward_time: 53.4701232910, propagate_backward_time: 81.4132461548, weight_update_time: 0.1527068913, other_time: 3.0333633423
epoch time: 11.4525880814s, input_fired_time: 0.2182939053, output_fired_time: 0.0000000000, propagate_forward_time: 10.6862306595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480632782
validation[          , genome  6534] predictions:    9689/  10000 (96.89%), best:    9713/10000 (97.13%), error:      1054.19470, best error:      1027.47375 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 141.6947479248s, input_fired_time: 1.7784003019, output_fired_time: 1.6153826714, propagate_forward_time: 53.5927619934, propagate_backward_time: 81.6629486084, weight_update_time: 0.1539040655, other_time: 3.0452575684
epoch time: 11.5340948105s, input_fired_time: 0.2213958651, output_fired_time: 0.0000000000, propagate_forward_time: 10.7603158951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523834229
validation[          , genome  6534] predictions:    9664/  10000 (96.64%), best:    9713/10000 (97.13%), error:      1093.11963, best error:      1027.47375 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 140.6638488770s, input_fired_time: 1.7733737230, output_fired_time: 1.6116453409, propagate_forward_time: 53.2380218506, propagate_backward_time: 81.0086288452, weight_update_time: 0.1518930644, other_time: 3.0321731567
epoch time: 11.4038610458s, input_fired_time: 0.2180738300, output_fired_time: 0.0000000000, propagate_forward_time: 10.6400632858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457239151
validation[          , genome  6534] predictions:    9665/  10000 (96.65%), best:    9713/10000 (97.13%), error:      1093.46326, best error:      1027.47375 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 140.3103485107s, input_fired_time: 1.7460474968, output_fired_time: 1.5950845480, propagate_forward_time: 53.2321357727, propagate_backward_time: 80.7967300415, weight_update_time: 0.1498663574, other_time: 2.9403610229
epoch time: 11.4286651611s, input_fired_time: 0.2158839703, output_fired_time: 0.0000000000, propagate_forward_time: 10.6775522232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352287292
validation[          , genome  6534] predictions:    9703/  10000 (97.03%), best:    9713/10000 (97.13%), error:      1048.66785, best error:      1027.47375 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 140.1267242432s, input_fired_time: 1.7373754978, output_fired_time: 1.5975214243, propagate_forward_time: 53.0411643982, propagate_backward_time: 80.8200378418, weight_update_time: 0.1473135650, other_time: 2.9306182861
epoch time: 11.2687263489s, input_fired_time: 0.2155228853, output_fired_time: 0.0000000000, propagate_forward_time: 10.5193729401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338306427
validation[          , genome  6534] predictions:    9684/  10000 (96.84%), best:    9713/10000 (97.13%), error:      1064.14587, best error:      1027.47375 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 142.0504455566s, input_fired_time: 1.7788715363, output_fired_time: 1.6192171574, propagate_forward_time: 53.7491760254, propagate_backward_time: 81.8434066772, weight_update_time: 0.1531860828, other_time: 3.0597763062
epoch time: 11.5303535461s, input_fired_time: 0.2192994207, output_fired_time: 0.0000000000, propagate_forward_time: 10.7643756866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466785431
validation[          , genome  6534] predictions:    9661/  10000 (96.61%), best:    9713/10000 (97.13%), error:      1156.78662, best error:      1027.47375 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 141.0239105225s, input_fired_time: 1.7410932779, output_fired_time: 1.6065365076, propagate_forward_time: 53.4357604980, propagate_backward_time: 81.2905044556, weight_update_time: 0.1503527761, other_time: 2.9500198364
epoch time: 11.4473876953s, input_fired_time: 0.2149557024, output_fired_time: 0.0000000000, propagate_forward_time: 10.6998577118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325746536
validation[          , genome  6534] predictions:    9518/  10000 (95.18%), best:    9713/10000 (97.13%), error:      1534.59656, best error:      1027.47375 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 140.9987792969s, input_fired_time: 1.7492215633, output_fired_time: 1.6038407087, propagate_forward_time: 53.3871955872, propagate_backward_time: 81.2793273926, weight_update_time: 0.1496201307, other_time: 2.9792022705
epoch time: 11.4378242493s, input_fired_time: 0.2209042162, output_fired_time: 0.0000000000, propagate_forward_time: 10.6661739349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507459641
validation[          , genome  6534] predictions:    9656/  10000 (96.56%), best:    9713/10000 (97.13%), error:      1153.80298, best error:      1027.47375 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 141.0714263916s, input_fired_time: 1.7460343838, output_fired_time: 1.6040155888, propagate_forward_time: 53.4058570862, propagate_backward_time: 81.3756866455, weight_update_time: 0.1494572759, other_time: 2.9398345947
epoch time: 11.4670705795s, input_fired_time: 0.2198320627, output_fired_time: 0.0000000000, propagate_forward_time: 10.6994829178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477552414
validation[          , genome  6534] predictions:    9672/  10000 (96.72%), best:    9713/10000 (97.13%), error:      1120.67395, best error:      1027.47375 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 140.9815826416s, input_fired_time: 1.7804245949, output_fired_time: 1.6075423956, propagate_forward_time: 53.3757934570, propagate_backward_time: 81.1718444824, weight_update_time: 0.1526722163, other_time: 3.0459747314
epoch time: 11.4784107208s, input_fired_time: 0.2204369158, output_fired_time: 0.0000000000, propagate_forward_time: 10.7093296051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486440659
validation[          , genome  6534] predictions:    9652/  10000 (96.52%), best:    9713/10000 (97.13%), error:      1139.67432, best error:      1027.47375 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 140.9045257568s, input_fired_time: 1.7774571180, output_fired_time: 1.6047997475, propagate_forward_time: 53.3506469727, propagate_backward_time: 81.1281204224, weight_update_time: 0.1520460099, other_time: 3.0435104370
epoch time: 11.5036993027s, input_fired_time: 0.2157103717, output_fired_time: 0.0000000000, propagate_forward_time: 10.7561120987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318765640
validation[          , genome  6534] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       974.95538, best error:       974.95538 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 141.2957305908s, input_fired_time: 1.7762563229, output_fired_time: 1.6084367037, propagate_forward_time: 53.5348625183, propagate_backward_time: 81.3476409912, weight_update_time: 0.1528190374, other_time: 3.0285186768
epoch time: 11.4296102524s, input_fired_time: 0.2159535438, output_fired_time: 0.0000000000, propagate_forward_time: 10.6798772812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337791443
validation[          , genome  6534] predictions:    9712/  10000 (97.12%), best:    9703/10000 (97.03%), error:       991.56537, best error:       974.95538 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 141.1026306152s, input_fired_time: 1.7404397726, output_fired_time: 1.6057864428, propagate_forward_time: 53.4484634399, propagate_backward_time: 81.3753204346, weight_update_time: 0.1499989778, other_time: 2.9326248169
epoch time: 11.4898290634s, input_fired_time: 0.2164237648, output_fired_time: 0.0000000000, propagate_forward_time: 10.7402210236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331840515
validation[          , genome  6534] predictions:    9684/  10000 (96.84%), best:    9703/10000 (97.03%), error:      1069.18774, best error:       974.95538 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 141.6172180176s, input_fired_time: 1.7661428452, output_fired_time: 1.6140488386, propagate_forward_time: 53.5885314941, propagate_backward_time: 81.6578445435, weight_update_time: 0.1503639072, other_time: 2.9906539917
epoch time: 11.5016298294s, input_fired_time: 0.2186671793, output_fired_time: 0.0000000000, propagate_forward_time: 10.7498292923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331335068
validation[          , genome  6534] predictions:    9691/  10000 (96.91%), best:    9703/10000 (97.03%), error:      1028.01160, best error:       974.95538 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 140.6208343506s, input_fired_time: 1.7788053751, output_fired_time: 1.6069643497, propagate_forward_time: 53.1897735596, propagate_backward_time: 81.0051345825, weight_update_time: 0.1519969404, other_time: 3.0401535034
epoch time: 11.4010410309s, input_fired_time: 0.2173447311, output_fired_time: 0.0000000000, propagate_forward_time: 10.6356143951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480823517
validation[          , genome  6534] predictions:    9607/  10000 (96.07%), best:    9703/10000 (97.03%), error:      1302.94153, best error:       974.95538 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 141.7128753662s, input_fired_time: 1.7856075764, output_fired_time: 1.6182712317, propagate_forward_time: 53.6028099060, propagate_backward_time: 81.6543502808, weight_update_time: 0.1528020650, other_time: 3.0518264771
epoch time: 11.5194730759s, input_fired_time: 0.2211288959, output_fired_time: 0.0000000000, propagate_forward_time: 10.7493247986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490198135
validation[          , genome  6534] predictions:    9710/  10000 (97.10%), best:    9703/10000 (97.03%), error:       981.07605, best error:       974.95538 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 141.7775573730s, input_fired_time: 1.7864868641, output_fired_time: 1.6120613813, propagate_forward_time: 53.6783218384, propagate_backward_time: 81.6600036621, weight_update_time: 0.1532074213, other_time: 3.0406875610
epoch time: 11.4911251068s, input_fired_time: 0.2202544808, output_fired_time: 0.0000000000, propagate_forward_time: 10.7242355347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466346741
validation[          , genome  6534] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1037.30920, best error:       974.95538 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 140.9464721680s, input_fired_time: 1.7820969820, output_fired_time: 1.6072616577, propagate_forward_time: 53.3626327515, propagate_backward_time: 81.1402359009, weight_update_time: 0.1517460197, other_time: 3.0542297363
epoch time: 11.4397716522s, input_fired_time: 0.2207495868, output_fired_time: 0.0000000000, propagate_forward_time: 10.6709480286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480737686
validation[          , genome  6534] predictions:    9688/  10000 (96.88%), best:    9703/10000 (97.03%), error:      1027.35474, best error:       974.95538 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 140.9778594971s, input_fired_time: 1.7572400570, output_fired_time: 1.6026395559, propagate_forward_time: 53.4439277649, propagate_backward_time: 81.2104339600, weight_update_time: 0.1502885520, other_time: 2.9636230469
epoch time: 11.4924192429s, input_fired_time: 0.2176159769, output_fired_time: 0.0000000000, propagate_forward_time: 10.7413768768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334262848
validation[          , genome  6534] predictions:    9678/  10000 (96.78%), best:    9703/10000 (97.03%), error:      1080.20654, best error:       974.95538 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 141.5091094971s, input_fired_time: 1.7909783125, output_fired_time: 1.6153596640, propagate_forward_time: 53.5543899536, propagate_backward_time: 81.4942321777, weight_update_time: 0.1521216780, other_time: 3.0541458130
epoch time: 11.5402612686s, input_fired_time: 0.2215517759, output_fired_time: 0.0000000000, propagate_forward_time: 10.7688350677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498743057
validation[          , genome  6534] predictions:    9697/  10000 (96.97%), best:    9703/10000 (97.03%), error:      1075.98547, best error:       974.95538 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 140.4824371338s, input_fired_time: 1.7729264498, output_fired_time: 1.6023811102, propagate_forward_time: 53.1713256836, propagate_backward_time: 80.9255294800, weight_update_time: 0.1510199010, other_time: 3.0102615356
epoch time: 11.4277458191s, input_fired_time: 0.2188982964, output_fired_time: 0.0000000000, propagate_forward_time: 10.6742095947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346374512
validation[          , genome  6534] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       957.95319, best error:       957.95319 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 141.1124572754s, input_fired_time: 1.7657692432, output_fired_time: 1.6094541550, propagate_forward_time: 53.4774398804, propagate_backward_time: 81.2771072388, weight_update_time: 0.1509828269, other_time: 2.9826965332
epoch time: 11.4620838165s, input_fired_time: 0.2195788026, output_fired_time: 0.0000000000, propagate_forward_time: 10.7076492310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348558426
validation[          , genome  6534] predictions:    9683/  10000 (96.83%), best:    9735/10000 (97.35%), error:      1003.24432, best error:       957.95319 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 140.4193572998s, input_fired_time: 1.7469818592, output_fired_time: 1.6072980165, propagate_forward_time: 53.0893974304, propagate_backward_time: 81.0338287354, weight_update_time: 0.1480606049, other_time: 2.9418487549
epoch time: 11.3394737244s, input_fired_time: 0.2174754441, output_fired_time: 0.0000000000, propagate_forward_time: 10.5868854523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351123810
validation[          , genome  6534] predictions:    9694/  10000 (96.94%), best:    9735/10000 (97.35%), error:      1025.87878, best error:       957.95319 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 141.0861968994s, input_fired_time: 1.7844579220, output_fired_time: 1.6077617407, propagate_forward_time: 53.4286499023, propagate_backward_time: 81.2119064331, weight_update_time: 0.1519798338, other_time: 3.0534286499
epoch time: 11.4143981934s, input_fired_time: 0.2155459970, output_fired_time: 0.0000000000, propagate_forward_time: 10.6638050079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350475311
validation[          , genome  6534] predictions:    9665/  10000 (96.65%), best:    9735/10000 (97.35%), error:      1093.15479, best error:       957.95319 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 140.7518005371s, input_fired_time: 1.7771339417, output_fired_time: 1.6055127382, propagate_forward_time: 53.2805938721, propagate_backward_time: 81.0668411255, weight_update_time: 0.1495091766, other_time: 3.0217208862
epoch time: 11.4047412872s, input_fired_time: 0.2182370424, output_fired_time: 0.0000000000, propagate_forward_time: 10.6393623352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471420288
validation[          , genome  6534] predictions:    9665/  10000 (96.65%), best:    9735/10000 (97.35%), error:      1093.84338, best error:       957.95319 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 141.1493072510s, input_fired_time: 1.7878793478, output_fired_time: 1.6109216213, propagate_forward_time: 53.4138717651, propagate_backward_time: 81.2902069092, weight_update_time: 0.1520293057, other_time: 3.0464401245
epoch time: 11.4882869720s, input_fired_time: 0.2219319642, output_fired_time: 0.0000000000, propagate_forward_time: 10.7199792862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463752747
validation[          , genome  6534] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       992.59094, best error:       957.95319 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 141.2896728516s, input_fired_time: 1.7537282705, output_fired_time: 1.6098196507, propagate_forward_time: 53.5356063843, propagate_backward_time: 81.4555435181, weight_update_time: 0.1496359408, other_time: 2.9349822998
epoch time: 11.4998464584s, input_fired_time: 0.2199687213, output_fired_time: 0.0000000000, propagate_forward_time: 10.7467737198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331039429
validation[          , genome  6534] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       955.92627, best error:       955.92627 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 141.9300231934s, input_fired_time: 1.7498400211, output_fired_time: 1.6213709116, propagate_forward_time: 53.7617797852, propagate_backward_time: 81.8558273315, weight_update_time: 0.1497833282, other_time: 2.9412002563
epoch time: 11.5081968307s, input_fired_time: 0.2185305655, output_fired_time: 0.0000000000, propagate_forward_time: 10.7568397522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328264236
validation[          , genome  6534] predictions:    9703/  10000 (97.03%), best:    9698/10000 (96.98%), error:       977.98517, best error:       955.92627 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 141.7097778320s, input_fired_time: 1.7827279568, output_fired_time: 1.6149758101, propagate_forward_time: 53.6319541931, propagate_backward_time: 81.6464004517, weight_update_time: 0.1516270190, other_time: 3.0337142944
epoch time: 11.5034770966s, input_fired_time: 0.2233449519, output_fired_time: 0.0000000000, propagate_forward_time: 10.7349243164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452079773
validation[          , genome  6534] predictions:    9684/  10000 (96.84%), best:    9698/10000 (96.98%), error:      1008.61890, best error:       955.92627 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 141.6744384766s, input_fired_time: 1.7579747438, output_fired_time: 1.6173146963, propagate_forward_time: 53.6141014099, propagate_backward_time: 81.7463302612, weight_update_time: 0.1501148790, other_time: 2.9387130737
epoch time: 11.4755506516s, input_fired_time: 0.2201208472, output_fired_time: 0.0000000000, propagate_forward_time: 10.7171278000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383024216
validation[          , genome  6534] predictions:    9678/  10000 (96.78%), best:    9698/10000 (96.98%), error:      1023.36591, best error:       955.92627 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.6279449463s, input_fired_time: 1.7669231892, output_fired_time: 1.6001081467, propagate_forward_time: 53.2724266052, propagate_backward_time: 81.0159301758, weight_update_time: 0.1493425965, other_time: 2.9725494385
epoch time: 11.4018096924s, input_fired_time: 0.2206167579, output_fired_time: 0.0000000000, propagate_forward_time: 10.6334495544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477437973
validation[          , genome  6534] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       947.26630, best error:       947.26630 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 141.8209991455s, input_fired_time: 1.7589272261, output_fired_time: 1.6224886179, propagate_forward_time: 53.7324981689, propagate_backward_time: 81.7613754272, weight_update_time: 0.1495030969, other_time: 2.9457168579
epoch time: 11.3373928070s, input_fired_time: 0.2187705636, output_fired_time: 0.0000000000, propagate_forward_time: 10.5837087631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349130630
validation[          , genome  6534] predictions:    9717/  10000 (97.17%), best:    9718/10000 (97.18%), error:       964.66388, best error:       947.26630 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 140.2868957520s, input_fired_time: 1.7866574526, output_fired_time: 1.5992213488, propagate_forward_time: 53.0843086243, propagate_backward_time: 80.7739334106, weight_update_time: 0.1510968059, other_time: 3.0427780151
epoch time: 11.4608345032s, input_fired_time: 0.2222223878, output_fired_time: 0.0000000000, propagate_forward_time: 10.6900091171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486030579
validation[          , genome  6534] predictions:    9724/  10000 (97.24%), best:    9718/10000 (97.18%), error:       952.59076, best error:       947.26630 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 140.9237823486s, input_fired_time: 1.7545670271, output_fired_time: 1.6063015461, propagate_forward_time: 53.4259300232, propagate_backward_time: 81.1945800781, weight_update_time: 0.1491626799, other_time: 2.9423980713
epoch time: 11.4586944580s, input_fired_time: 0.2190572023, output_fired_time: 0.0000000000, propagate_forward_time: 10.7070198059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326175690
validation[          , genome  6534] predictions:    9693/  10000 (96.93%), best:    9718/10000 (97.18%), error:      1022.20789, best error:       947.26630 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 140.8883209229s, input_fired_time: 1.7905528545, output_fired_time: 1.5965396166, propagate_forward_time: 53.2893142700, propagate_backward_time: 81.1578216553, weight_update_time: 0.1524560452, other_time: 3.0540847778
epoch time: 11.4311084747s, input_fired_time: 0.2232531458, output_fired_time: 0.0000000000, propagate_forward_time: 10.6601161957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477390289
validation[          , genome  6534] predictions:    9724/  10000 (97.24%), best:    9718/10000 (97.18%), error:       994.92944, best error:       947.26630 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 140.8583068848s, input_fired_time: 1.7590590715, output_fired_time: 1.6015496254, propagate_forward_time: 53.3611755371, propagate_backward_time: 81.2032241821, weight_update_time: 0.1487090439, other_time: 2.9332962036
epoch time: 11.4315528870s, input_fired_time: 0.2197076827, output_fired_time: 0.0000000000, propagate_forward_time: 10.6782178879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336275101
validation[          , genome  6534] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       947.12476, best error:       947.12476 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 140.9228668213s, input_fired_time: 1.7599488497, output_fired_time: 1.6072020531, propagate_forward_time: 53.3010253906, propagate_backward_time: 81.2983627319, weight_update_time: 0.1507380307, other_time: 2.9563217163
epoch time: 11.3005046844s, input_fired_time: 0.2213647217, output_fired_time: 0.0000000000, propagate_forward_time: 10.5321531296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469865799
validation[          , genome  6534] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       925.08350, best error:       925.08350 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 140.8743896484s, input_fired_time: 1.7819929123, output_fired_time: 1.6033368111, propagate_forward_time: 53.3291587830, propagate_backward_time: 81.1509094238, weight_update_time: 0.1522676051, other_time: 3.0089874268
epoch time: 11.4809322357s, input_fired_time: 0.2226171046, output_fired_time: 0.0000000000, propagate_forward_time: 10.7103824615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479326248
validation[          , genome  6534] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:      1030.94580, best error:       925.08350 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 141.2334899902s, input_fired_time: 1.7874034643, output_fired_time: 1.6091673374, propagate_forward_time: 53.4988174438, propagate_backward_time: 81.3049392700, weight_update_time: 0.1515047103, other_time: 3.0331726074
epoch time: 11.4111261368s, input_fired_time: 0.2196765691, output_fired_time: 0.0000000000, propagate_forward_time: 10.6588497162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325994492
validation[          , genome  6534] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       911.24353, best error:       911.24353 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 141.7793579102s, input_fired_time: 1.8004547358, output_fired_time: 1.6195820570, propagate_forward_time: 53.6240882874, propagate_backward_time: 81.6912841797, weight_update_time: 0.1525623202, other_time: 3.0439453125
epoch time: 11.5469598770s, input_fired_time: 0.2236067802, output_fired_time: 0.0000000000, propagate_forward_time: 10.7733640671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499887466
validation[          , genome  6534] predictions:    9715/  10000 (97.15%), best:    9733/10000 (97.33%), error:       954.74133, best error:       911.24353 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 141.6141204834s, input_fired_time: 1.7683688402, output_fired_time: 1.6120469570, propagate_forward_time: 53.6122283936, propagate_backward_time: 81.6843109131, weight_update_time: 0.1499686390, other_time: 2.9371643066
epoch time: 11.4162578583s, input_fired_time: 0.2199717164, output_fired_time: 0.0000000000, propagate_forward_time: 10.6647558212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315303802
validation[          , genome  6534] predictions:    9705/  10000 (97.05%), best:    9733/10000 (97.33%), error:      1013.98059, best error:       911.24353 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.8556365967s, input_fired_time: 1.7588506937, output_fired_time: 1.6055760384, propagate_forward_time: 53.3246803284, propagate_backward_time: 81.2327423096, weight_update_time: 0.1487210691, other_time: 2.9337921143
epoch time: 11.4252357483s, input_fired_time: 0.2182818800, output_fired_time: 0.0000000000, propagate_forward_time: 10.6750755310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318784714
validation[          , genome  6534] predictions:    9723/  10000 (97.23%), best:    9733/10000 (97.33%), error:       934.98450, best error:       911.24353 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 140.9444427490s, input_fired_time: 1.7968665361, output_fired_time: 1.6049482822, propagate_forward_time: 53.3689346313, propagate_backward_time: 81.1229400635, weight_update_time: 0.1525755674, other_time: 3.0507583618
epoch time: 11.4527511597s, input_fired_time: 0.2235197127, output_fired_time: 0.0000000000, propagate_forward_time: 10.6827440262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464878082
validation[          , genome  6534] predictions:    9722/  10000 (97.22%), best:    9733/10000 (97.33%), error:       931.58258, best error:       911.24353 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 141.0151977539s, input_fired_time: 1.7723708153, output_fired_time: 1.6052362919, propagate_forward_time: 53.3877143860, propagate_backward_time: 81.2778472900, weight_update_time: 0.1498102546, other_time: 2.9720306396
epoch time: 11.4896230698s, input_fired_time: 0.2196727544, output_fired_time: 0.0000000000, propagate_forward_time: 10.7338829041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360670090
validation[          , genome  6534] predictions:    9683/  10000 (96.83%), best:    9733/10000 (97.33%), error:      1067.19263, best error:       911.24353 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 141.6181488037s, input_fired_time: 1.7987378836, output_fired_time: 1.6138727665, propagate_forward_time: 53.5998039246, propagate_backward_time: 81.5689315796, weight_update_time: 0.1522232592, other_time: 3.0367965698
epoch time: 11.5600376129s, input_fired_time: 0.2251351327, output_fired_time: 0.0000000000, propagate_forward_time: 10.7856245041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492782593
validation[          , genome  6534] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       948.22577, best error:       911.24353 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 141.3752136230s, input_fired_time: 1.7708610296, output_fired_time: 1.6087802649, propagate_forward_time: 53.5367774963, propagate_backward_time: 81.5162124634, weight_update_time: 0.1491567343, other_time: 2.9425888062
epoch time: 11.5094299316s, input_fired_time: 0.2207106650, output_fired_time: 0.0000000000, propagate_forward_time: 10.7546157837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341033936
validation[          , genome  6534] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:       997.60468, best error:       911.24353 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 140.6889495850s, input_fired_time: 1.7679519653, output_fired_time: 1.5971941948, propagate_forward_time: 53.3291244507, propagate_backward_time: 81.0563354492, weight_update_time: 0.1475044489, other_time: 2.9383316040
epoch time: 11.3874282837s, input_fired_time: 0.2204732448, output_fired_time: 0.0000000000, propagate_forward_time: 10.6357421875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312128067
validation[          , genome  6534] predictions:    9739/  10000 (97.39%), best:    9733/10000 (97.33%), error:       912.13947, best error:       911.24353 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 141.5179290771s, input_fired_time: 1.7629964352, output_fired_time: 1.6135194302, propagate_forward_time: 53.5851707458, propagate_backward_time: 81.6189498901, weight_update_time: 0.1494522840, other_time: 2.9372787476
epoch time: 11.5108175278s, input_fired_time: 0.2220092267, output_fired_time: 0.0000000000, propagate_forward_time: 10.7552976608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335102081
validation[          , genome  6534] predictions:    9713/  10000 (97.13%), best:    9733/10000 (97.33%), error:       968.97601, best error:       911.24353 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 141.1431732178s, input_fired_time: 1.7600269318, output_fired_time: 1.6058655977, propagate_forward_time: 53.4307365417, propagate_backward_time: 81.4115829468, weight_update_time: 0.1493138820, other_time: 2.9349594116
epoch time: 11.4261646271s, input_fired_time: 0.2208174914, output_fired_time: 0.0000000000, propagate_forward_time: 10.6718568802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334901810
validation[          , genome  6534] predictions:    9731/  10000 (97.31%), best:    9733/10000 (97.33%), error:       939.75214, best error:       911.24353 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 141.4012451172s, input_fired_time: 1.7678174973, output_fired_time: 1.6150810719, propagate_forward_time: 53.6046142578, propagate_backward_time: 81.4628524780, weight_update_time: 0.1488495767, other_time: 2.9508743286
epoch time: 11.4818067551s, input_fired_time: 0.2214232087, output_fired_time: 0.0000000000, propagate_forward_time: 10.7238607407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365228653
validation[          , genome  6534] predictions:    9728/  10000 (97.28%), best:    9733/10000 (97.33%), error:       924.21008, best error:       911.24353 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 141.5793914795s, input_fired_time: 1.7725015879, output_fired_time: 1.6125836372, propagate_forward_time: 53.6838073730, propagate_backward_time: 81.5591735840, weight_update_time: 0.1504584849, other_time: 2.9513244629
epoch time: 11.5002508163s, input_fired_time: 0.2222505957, output_fired_time: 0.0000000000, propagate_forward_time: 10.7451829910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328168869
validation[          , genome  6534] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       933.24646, best error:       911.24353 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 140.8986816406s, input_fired_time: 1.7672321796, output_fired_time: 1.6022750139, propagate_forward_time: 53.4073486328, propagate_backward_time: 81.1799087524, weight_update_time: 0.1476869583, other_time: 2.9419174194
epoch time: 11.3039798737s, input_fired_time: 0.2198482454, output_fired_time: 0.0000000000, propagate_forward_time: 10.5498657227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342655182
validation[          , genome  6534] predictions:    9672/  10000 (96.72%), best:    9733/10000 (97.33%), error:      1112.91174, best error:       911.24353 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 139.9274749756s, input_fired_time: 1.7888292074, output_fired_time: 1.5949872732, propagate_forward_time: 52.8536376953, propagate_backward_time: 80.6325378418, weight_update_time: 0.1509630531, other_time: 3.0574798584
epoch time: 11.3052473068s, input_fired_time: 0.2225227058, output_fired_time: 0.0000000000, propagate_forward_time: 10.5362882614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464363098
validation[          , genome  6534] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:      1030.35474, best error:       911.24353 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 141.0689544678s, input_fired_time: 1.7714829445, output_fired_time: 1.6131615639, propagate_forward_time: 53.4264411926, propagate_backward_time: 81.3174972534, weight_update_time: 0.1488140523, other_time: 2.9403762817
epoch time: 11.4175891876s, input_fired_time: 0.2223987877, output_fired_time: 0.0000000000, propagate_forward_time: 10.6628446579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323457718
validation[          , genome  6534] predictions:    9721/  10000 (97.21%), best:    9733/10000 (97.33%), error:       964.53790, best error:       911.24353 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 140.1067810059s, input_fired_time: 1.7941856384, output_fired_time: 1.5998647213, propagate_forward_time: 52.9390907288, propagate_backward_time: 80.7201232910, weight_update_time: 0.1511498243, other_time: 3.0535125732
epoch time: 11.5350856781s, input_fired_time: 0.2260146439, output_fired_time: 0.0000000000, propagate_forward_time: 10.7613859177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476846695
validation[          , genome  6534] predictions:    9701/  10000 (97.01%), best:    9733/10000 (97.33%), error:       993.23755, best error:       911.24353 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 141.1560821533s, input_fired_time: 1.7993571758, output_fired_time: 1.6061401367, propagate_forward_time: 53.4132537842, propagate_backward_time: 81.2863006592, weight_update_time: 0.1522347033, other_time: 3.0510253906
epoch time: 11.4386520386s, input_fired_time: 0.2229020447, output_fired_time: 0.0000000000, propagate_forward_time: 10.6741046906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416450500
validation[          , genome  6534] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       911.19189, best error:       911.19189 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 141.2986145020s, input_fired_time: 1.7746260166, output_fired_time: 1.6139719486, propagate_forward_time: 53.5208435059, propagate_backward_time: 81.4407882690, weight_update_time: 0.1506432891, other_time: 2.9483871460
epoch time: 11.4006099701s, input_fired_time: 0.2205402404, output_fired_time: 0.0000000000, propagate_forward_time: 10.6433563232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367136002
validation[          , genome  6534] predictions:    9726/  10000 (97.26%), best:    9728/10000 (97.28%), error:       948.19232, best error:       911.19189 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 140.8261108398s, input_fired_time: 1.7999167442, output_fired_time: 1.6003221273, propagate_forward_time: 53.3071670532, propagate_backward_time: 81.0737533569, weight_update_time: 0.1527721137, other_time: 3.0449523926
epoch time: 11.4730901718s, input_fired_time: 0.2248600274, output_fired_time: 0.0000000000, propagate_forward_time: 10.6996736526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485563278
validation[          , genome  6534] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       928.52435, best error:       911.19189 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 141.0720825195s, input_fired_time: 1.7832976580, output_fired_time: 1.6072984934, propagate_forward_time: 53.4720268250, propagate_backward_time: 81.2361373901, weight_update_time: 0.1493861079, other_time: 2.9733200073
epoch time: 11.4779109955s, input_fired_time: 0.2247926444, output_fired_time: 0.0000000000, propagate_forward_time: 10.7052841187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478343964
validation[          , genome  6534] predictions:    9694/  10000 (96.94%), best:    9728/10000 (97.28%), error:       988.18164, best error:       911.19189 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 141.4431610107s, input_fired_time: 1.7703593969, output_fired_time: 1.6100529432, propagate_forward_time: 53.4838027954, propagate_backward_time: 81.6289215088, weight_update_time: 0.1494075507, other_time: 2.9500350952
epoch time: 11.4417018890s, input_fired_time: 0.2222736776, output_fired_time: 0.0000000000, propagate_forward_time: 10.6911182404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283098221
validation[          , genome  6534] predictions:    9730/  10000 (97.30%), best:    9728/10000 (97.28%), error:       932.45654, best error:       911.19189 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 140.6540679932s, input_fired_time: 1.8001008034, output_fired_time: 1.6022272110, propagate_forward_time: 53.2057228088, propagate_backward_time: 81.0083084106, weight_update_time: 0.1524517238, other_time: 3.0377120972
epoch time: 11.4423246384s, input_fired_time: 0.2248852700, output_fired_time: 0.0000000000, propagate_forward_time: 10.6661901474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512495041
validation[          , genome  6534] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       904.73889, best error:       904.73889 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 141.3771362305s, input_fired_time: 1.7774693966, output_fired_time: 1.6090412140, propagate_forward_time: 53.6443519592, propagate_backward_time: 81.4077529907, weight_update_time: 0.1494235992, other_time: 2.9385299683
epoch time: 11.4410133362s, input_fired_time: 0.2217426896, output_fired_time: 0.0000000000, propagate_forward_time: 10.6882266998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310440063
validation[          , genome  6534] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       882.37421, best error:       882.37421 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 141.1351470947s, input_fired_time: 1.7771052122, output_fired_time: 1.6070566177, propagate_forward_time: 53.4705581665, propagate_backward_time: 81.3321685791, weight_update_time: 0.1491033882, other_time: 2.9482650757
epoch time: 11.4389200211s, input_fired_time: 0.2227042615, output_fired_time: 0.0000000000, propagate_forward_time: 10.6810455322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351705551
validation[          , genome  6534] predictions:    9713/  10000 (97.13%), best:    9742/10000 (97.42%), error:       956.36658, best error:       882.37421 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 141.4587097168s, input_fired_time: 1.8116136789, output_fired_time: 1.6166115999, propagate_forward_time: 53.5012817383, propagate_backward_time: 81.4806976318, weight_update_time: 0.1532858461, other_time: 3.0485076904
epoch time: 11.4092569351s, input_fired_time: 0.2276356518, output_fired_time: 0.0000000000, propagate_forward_time: 10.6333942413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482273102
validation[          , genome  6534] predictions:    9696/  10000 (96.96%), best:    9742/10000 (97.42%), error:      1004.18341, best error:       882.37421 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 140.6894683838s, input_fired_time: 1.8082631826, output_fired_time: 1.5969254971, propagate_forward_time: 53.2489471436, propagate_backward_time: 80.9937286377, weight_update_time: 0.1512720734, other_time: 3.0416107178
epoch time: 11.4615201950s, input_fired_time: 0.2255140394, output_fired_time: 0.0000000000, propagate_forward_time: 10.6885089874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474967957
validation[          , genome  6534] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       965.68451, best error:       882.37421 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 141.6896667480s, input_fired_time: 1.7773731947, output_fired_time: 1.6216815710, propagate_forward_time: 53.6696395874, propagate_backward_time: 81.6798934937, weight_update_time: 0.1503767073, other_time: 2.9410705566
epoch time: 11.3744125366s, input_fired_time: 0.2216478139, output_fired_time: 0.0000000000, propagate_forward_time: 10.6234188080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293455124
validation[          , genome  6534] predictions:    9727/  10000 (97.27%), best:    9742/10000 (97.42%), error:       911.40076, best error:       882.37421 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 140.8755798340s, input_fired_time: 1.7761718035, output_fired_time: 1.6060192585, propagate_forward_time: 53.4144973755, propagate_backward_time: 81.1390228271, weight_update_time: 0.1486663073, other_time: 2.9398727417
epoch time: 11.3168344498s, input_fired_time: 0.2219272703, output_fired_time: 0.0000000000, propagate_forward_time: 10.5616655350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332412720
validation[          , genome  6534] predictions:    9721/  10000 (97.21%), best:    9742/10000 (97.42%), error:       949.64661, best error:       882.37421 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 140.6775512695s, input_fired_time: 1.7735091448, output_fired_time: 1.6055289507, propagate_forward_time: 53.2956581116, propagate_backward_time: 81.0705032349, weight_update_time: 0.1494048536, other_time: 2.9323501587
epoch time: 11.4508228302s, input_fired_time: 0.2290316224, output_fired_time: 0.0000000000, propagate_forward_time: 10.6843471527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374441147
validation[          , genome  6534] predictions:    9726/  10000 (97.26%), best:    9742/10000 (97.42%), error:       930.06921, best error:       882.37421 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 141.8806610107s, input_fired_time: 1.8242168427, output_fired_time: 1.6173378229, propagate_forward_time: 53.6541366577, propagate_backward_time: 81.7306747437, weight_update_time: 0.1534486860, other_time: 3.0542907715
epoch time: 11.5828170776s, input_fired_time: 0.2284976840, output_fired_time: 0.0000000000, propagate_forward_time: 10.8031272888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511922836
validation[          , genome  6534] predictions:    9698/  10000 (96.98%), best:    9742/10000 (97.42%), error:       992.43066, best error:       882.37421 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 141.7422180176s, input_fired_time: 1.7782258987, output_fired_time: 1.6191898584, propagate_forward_time: 53.6524124146, propagate_backward_time: 81.7562408447, weight_update_time: 0.1509900242, other_time: 2.9361495972
epoch time: 11.5099439621s, input_fired_time: 0.2254140973, output_fired_time: 0.0000000000, propagate_forward_time: 10.7516279221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329017639
validation[          , genome  6534] predictions:    9737/  10000 (97.37%), best:    9742/10000 (97.42%), error:       902.20953, best error:       882.37421 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 142.5716705322s, input_fired_time: 1.8243916035, output_fired_time: 1.6298612356, propagate_forward_time: 53.9594230652, propagate_backward_time: 82.0979766846, weight_update_time: 0.1539583653, other_time: 3.0600128174
epoch time: 11.5816354752s, input_fired_time: 0.2274153233, output_fired_time: 0.0000000000, propagate_forward_time: 10.8044338226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497865677
validation[          , genome  6534] predictions:    9723/  10000 (97.23%), best:    9742/10000 (97.42%), error:       950.78778, best error:       882.37421 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 141.5220184326s, input_fired_time: 1.8167215586, output_fired_time: 1.6138898134, propagate_forward_time: 53.4745101929, propagate_backward_time: 81.5688018799, weight_update_time: 0.1525790542, other_time: 3.0480880737
epoch time: 11.3950119019s, input_fired_time: 0.2258280665, output_fired_time: 0.0000000000, propagate_forward_time: 10.6211986542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479850769
validation[          , genome  6534] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       955.79413, best error:       882.37421 on epoch:    90, 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: 57.2351493835s, input_fired_time: 1.1180346012, output_fired_time: 0.0000000000, propagate_forward_time: 53.3976440430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7194709778
best training[          , genome  6534] predictions:   49445/  50000 (98.89%), best:    9742/10000 (97.42%), error:      2137.12793, best error:       882.37421 on epoch:    90, 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: 11.5016679764s, input_fired_time: 0.2207743227, output_fired_time: 0.0000000000, propagate_forward_time: 10.7464208603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344724655
   testing[          , genome  6534] predictions:    9759/  10000 (97.59%), best:    9742/10000 (97.42%), error:       793.62140, best error:       882.37421 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:42:10 (3076): called boinc_finish(0)

</stderr_txt>
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