Nameexact_genome_1512568488_44_7086_1
Workunit2606774
Created7 Dec 2017, 23:49:26 UTC
Sent7 Dec 2017, 23:56:36 UTC
Report deadline15 Dec 2017, 5:41:11 UTC
Received8 Dec 2017, 12:45:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 52 min 41 sec
CPU time2 hours 52 min 38 sec
Validate stateValid
Credit1,809.82
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.50 MB
Peak swap size153.86 MB
Peak disk usage1.20 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 97.2257690430s, input_fired_time: 1.3731162548, output_fired_time: 0.9978566766, propagate_forward_time: 36.7957153320, propagate_backward_time: 55.4453620911, weight_update_time: 0.1083788276, other_time: 2.6137199402
epoch time: 6.6424450874s, input_fired_time: 0.1362226158, output_fired_time: 0.0000000000, propagate_forward_time: 6.0734915733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327306747
validation[          , genome  7086] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       885.54773, best error:       836.74261 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.5247879028s, input_fired_time: 1.2825107574, output_fired_time: 0.9077046514, propagate_forward_time: 33.1511039734, propagate_backward_time: 49.8094062805, weight_update_time: 0.0973738059, other_time: 2.3740615845
epoch time: 7.0905437469s, input_fired_time: 0.1372364759, output_fired_time: 0.0000000000, propagate_forward_time: 6.5329251289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203820229
validation[          , genome  7086] predictions:    9748/  10000 (97.48%), best:    9755/10000 (97.55%), error:       860.38208, best error:       836.74261 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 95.0741195679s, input_fired_time: 1.3547923565, output_fired_time: 0.9810046554, propagate_forward_time: 35.7258491516, propagate_backward_time: 54.4299240112, weight_update_time: 0.1063091382, other_time: 2.5825538635
epoch time: 7.3760523796s, input_fired_time: 0.1484066695, output_fired_time: 0.0000000000, propagate_forward_time: 6.7810177803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466280937
validation[          , genome  7086] predictions:    9756/  10000 (97.56%), best:    9755/10000 (97.55%), error:       845.68665, best error:       836.74261 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 90.5991592407s, input_fired_time: 1.3467373848, output_fired_time: 0.9523010850, propagate_forward_time: 34.1581687927, propagate_backward_time: 51.5565872192, weight_update_time: 0.1047935560, other_time: 2.5853614807
epoch time: 6.5967264175s, input_fired_time: 0.1386974156, output_fired_time: 0.0000000000, propagate_forward_time: 6.0415487289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164800644
validation[          , genome  7086] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       782.20618, best error:       782.20618 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.1427688599s, input_fired_time: 1.3899945021, output_fired_time: 0.9996496439, propagate_forward_time: 36.6847343445, propagate_backward_time: 55.3847923279, weight_update_time: 0.1089941859, other_time: 2.6836013794
epoch time: 6.6285357475s, input_fired_time: 0.1397777796, output_fired_time: 0.0000000000, propagate_forward_time: 6.0766072273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121508598
validation[          , genome  7086] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       826.27484, best error:       782.20618 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 102.5394439697s, input_fired_time: 1.4317063093, output_fired_time: 1.0469821692, propagate_forward_time: 38.8836288452, propagate_backward_time: 58.4217491150, weight_update_time: 0.1139841899, other_time: 2.7553749084
epoch time: 8.6236915588s, input_fired_time: 0.1700880975, output_fired_time: 0.0000000000, propagate_forward_time: 7.9537935257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998102188
validation[          , genome  7086] predictions:    9702/  10000 (97.02%), best:    9756/10000 (97.56%), error:       979.57794, best error:       782.20618 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 92.5594711304s, input_fired_time: 1.3446729183, output_fired_time: 0.9595859051, propagate_forward_time: 34.9272346497, propagate_backward_time: 52.7205314636, weight_update_time: 0.1064636260, other_time: 2.6074447632
epoch time: 6.7684135437s, input_fired_time: 0.1431249976, output_fired_time: 0.0000000000, propagate_forward_time: 6.1945228577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307656288
validation[          , genome  7086] predictions:    9761/  10000 (97.61%), best:    9756/10000 (97.56%), error:       819.51703, best error:       782.20618 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 93.8372039795s, input_fired_time: 1.3639863729, output_fired_time: 0.9789832234, propagate_forward_time: 35.6438560486, propagate_backward_time: 53.2677917480, weight_update_time: 0.1051010564, other_time: 2.5825920105
epoch time: 7.1316108704s, input_fired_time: 0.1391227841, output_fired_time: 0.0000000000, propagate_forward_time: 6.5707812309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217066765
validation[          , genome  7086] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       877.11768, best error:       782.20618 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 95.9784317017s, input_fired_time: 1.3625254631, output_fired_time: 0.9773946404, propagate_forward_time: 36.2662811279, propagate_backward_time: 54.7775077820, weight_update_time: 0.1071196198, other_time: 2.5947227478
epoch time: 8.0449905396s, input_fired_time: 0.1600629538, output_fired_time: 0.0000000000, propagate_forward_time: 7.3939094543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910182953
validation[          , genome  7086] predictions:    9697/  10000 (96.97%), best:    9756/10000 (97.56%), error:       932.49048, best error:       782.20618 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 105.2849426270s, input_fired_time: 1.4599851370, output_fired_time: 1.0638384819, propagate_forward_time: 39.9241676331, propagate_backward_time: 59.9627189636, weight_update_time: 0.1198104843, other_time: 2.8742370605
epoch time: 9.3038244247s, input_fired_time: 0.1746011525, output_fired_time: 0.0000000000, propagate_forward_time: 8.5973339081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318889618
validation[          , genome  7086] predictions:    9753/  10000 (97.53%), best:    9756/10000 (97.56%), error:       823.11584, best error:       782.20618 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 100.9341583252s, input_fired_time: 1.4121637344, output_fired_time: 1.0402134657, propagate_forward_time: 38.3473587036, propagate_backward_time: 57.3578186035, weight_update_time: 0.1117506251, other_time: 2.7766036987
epoch time: 8.2863426208s, input_fired_time: 0.1593083292, output_fired_time: 0.0000000000, propagate_forward_time: 7.6431527138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838814735
validation[          , genome  7086] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       770.58374, best error:       770.58374 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 96.5142822266s, input_fired_time: 1.3654417992, output_fired_time: 0.9814816713, propagate_forward_time: 36.4821434021, propagate_backward_time: 55.1310577393, weight_update_time: 0.1073767096, other_time: 2.5541572571
epoch time: 7.1422538757s, input_fired_time: 0.1396004856, output_fired_time: 0.0000000000, propagate_forward_time: 6.5880956650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145579338
validation[          , genome  7086] predictions:    9731/  10000 (97.31%), best:    9763/10000 (97.63%), error:       895.53308, best error:       770.58374 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 96.7237625122s, input_fired_time: 1.3801364899, output_fired_time: 0.9945290685, propagate_forward_time: 36.6296119690, propagate_backward_time: 55.1662597656, weight_update_time: 0.1088195741, other_time: 2.5532264709
epoch time: 8.5703334808s, input_fired_time: 0.1621540636, output_fired_time: 0.0000000000, propagate_forward_time: 7.9251213074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830579758
validation[          , genome  7086] predictions:    9713/  10000 (97.13%), best:    9763/10000 (97.63%), error:       864.69751, best error:       770.58374 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 101.1200637817s, input_fired_time: 1.4034119844, output_fired_time: 1.0298452377, propagate_forward_time: 38.4082679749, propagate_backward_time: 57.7253265381, weight_update_time: 0.1101292819, other_time: 2.5532112122
epoch time: 7.2459788322s, input_fired_time: 0.1408991069, output_fired_time: 0.0000000000, propagate_forward_time: 6.6886639595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164156914
validation[          , genome  7086] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       885.68805, best error:       770.58374 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 99.0987091064s, input_fired_time: 1.3812701702, output_fired_time: 1.0070780516, propagate_forward_time: 37.6901168823, propagate_backward_time: 56.4916381836, weight_update_time: 0.1088065282, other_time: 2.5286026001
epoch time: 6.3299751282s, input_fired_time: 0.1336207241, output_fired_time: 0.0000000000, propagate_forward_time: 5.8098974228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864569664
validation[          , genome  7086] predictions:    9760/  10000 (97.60%), best:    9763/10000 (97.63%), error:       783.96234, best error:       770.58374 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 95.6679382324s, input_fired_time: 1.3624526262, output_fired_time: 0.9854565859, propagate_forward_time: 35.7171630859, propagate_backward_time: 55.0539970398, weight_update_time: 0.1069403961, other_time: 2.5488700867
epoch time: 7.1014389992s, input_fired_time: 0.1405124068, output_fired_time: 0.0000000000, propagate_forward_time: 6.5509386063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099879265
validation[          , genome  7086] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       802.67987, best error:       770.58374 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.6925811768s, input_fired_time: 1.3626257181, output_fired_time: 0.9601390958, propagate_forward_time: 35.2641067505, propagate_backward_time: 53.5529441833, weight_update_time: 0.1079049855, other_time: 2.5527687073
epoch time: 6.5976133347s, input_fired_time: 0.1387060583, output_fired_time: 0.0000000000, propagate_forward_time: 6.0640225410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948845863
validation[          , genome  7086] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       762.83234, best error:       762.83234 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.9479064941s, input_fired_time: 1.3149472475, output_fired_time: 0.8973854780, propagate_forward_time: 32.9825744629, propagate_backward_time: 49.3010864258, weight_update_time: 0.1030114666, other_time: 2.4519119263
epoch time: 6.7180418968s, input_fired_time: 0.1374086589, output_fired_time: 0.0000000000, propagate_forward_time: 6.1769928932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036402702
validation[          , genome  7086] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       857.86450, best error:       762.83234 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.3243865967s, input_fired_time: 1.3259171247, output_fired_time: 0.9109886289, propagate_forward_time: 33.5991439819, propagate_backward_time: 50.0412025452, weight_update_time: 0.1041939929, other_time: 2.4471321106
epoch time: 9.1304750443s, input_fired_time: 0.1651917100, output_fired_time: 0.0000000000, propagate_forward_time: 8.4668865204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983968735
validation[          , genome  7086] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       760.47107, best error:       760.47107 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.4763793945s, input_fired_time: 1.3323708773, output_fired_time: 0.9423004985, propagate_forward_time: 33.9659156799, propagate_backward_time: 51.7465438843, weight_update_time: 0.1041300148, other_time: 2.4892463684
epoch time: 7.7758274078s, input_fired_time: 0.1471404135, output_fired_time: 0.0000000000, propagate_forward_time: 7.1820583344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466285706
validation[          , genome  7086] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       803.62292, best error:       760.47107 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 99.2567367554s, input_fired_time: 1.3849062920, output_fired_time: 1.0026383400, propagate_forward_time: 37.7423477173, propagate_backward_time: 56.5540542603, weight_update_time: 0.1097941101, other_time: 2.5727920532
epoch time: 7.3274269104s, input_fired_time: 0.1418163180, output_fired_time: 0.0000000000, propagate_forward_time: 6.7620725632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235382080
validation[          , genome  7086] predictions:    9757/  10000 (97.57%), best:    9772/10000 (97.72%), error:       776.07263, best error:       760.47107 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.7949905396s, input_fired_time: 1.3305615187, output_fired_time: 0.9418119192, propagate_forward_time: 35.3894271851, propagate_backward_time: 52.6700363159, weight_update_time: 0.1025565714, other_time: 2.4631576538
epoch time: 7.3446993828s, input_fired_time: 0.1437161565, output_fired_time: 0.0000000000, propagate_forward_time: 6.7733664513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276165962
validation[          , genome  7086] predictions:    9720/  10000 (97.20%), best:    9772/10000 (97.72%), error:       877.68890, best error:       760.47107 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 102.4179687500s, input_fired_time: 1.4118192196, output_fired_time: 1.0335420370, propagate_forward_time: 38.9177665710, propagate_backward_time: 58.4297981262, weight_update_time: 0.1121485978, other_time: 2.6250457764
epoch time: 7.3442430496s, input_fired_time: 0.1450711191, output_fired_time: 0.0000000000, propagate_forward_time: 6.7758231163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233489037
validation[          , genome  7086] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       756.72876, best error:       756.72876 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.6481781006s, input_fired_time: 1.3328362703, output_fired_time: 0.9493995309, propagate_forward_time: 35.1723709106, propagate_backward_time: 53.7265663147, weight_update_time: 0.1039239988, other_time: 2.4669990540
epoch time: 9.1627445221s, input_fired_time: 0.1709493399, output_fired_time: 0.0000000000, propagate_forward_time: 8.4877939224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040016174
validation[          , genome  7086] predictions:    9717/  10000 (97.17%), best:    9778/10000 (97.78%), error:       911.30267, best error:       756.72876 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.6687240601s, input_fired_time: 1.3618084192, output_fired_time: 0.9735659361, propagate_forward_time: 36.3187103271, propagate_backward_time: 54.5299148560, weight_update_time: 0.1059780866, other_time: 2.4847259521
epoch time: 7.2287826538s, input_fired_time: 0.1420423239, output_fired_time: 0.0000000000, propagate_forward_time: 6.6655673981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211730957
validation[          , genome  7086] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       735.03760, best error:       735.03760 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.3302536011s, input_fired_time: 1.3064144850, output_fired_time: 0.9235173464, propagate_forward_time: 33.9288101196, propagate_backward_time: 51.8155174255, weight_update_time: 0.1005987525, other_time: 2.3559989929
epoch time: 8.1944646835s, input_fired_time: 0.1569452882, output_fired_time: 0.0000000000, propagate_forward_time: 7.5741262436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633932114
validation[          , genome  7086] predictions:    9766/  10000 (97.66%), best:    9770/10000 (97.70%), error:       771.50311, best error:       735.03760 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 103.5728912354s, input_fired_time: 1.4387207031, output_fired_time: 1.0373336077, propagate_forward_time: 39.4473609924, propagate_backward_time: 58.9805908203, weight_update_time: 0.1152332574, other_time: 2.6688880920
epoch time: 6.8071541786s, input_fired_time: 0.1432801634, output_fired_time: 0.0000000000, propagate_forward_time: 6.2581815720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056925774
validation[          , genome  7086] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       789.21619, best error:       735.03760 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.4471588135s, input_fired_time: 1.3401238918, output_fired_time: 0.9204009175, propagate_forward_time: 33.4268226624, propagate_backward_time: 50.2755966187, weight_update_time: 0.1032279208, other_time: 2.4842109680
epoch time: 7.0044164658s, input_fired_time: 0.1438159943, output_fired_time: 0.0000000000, propagate_forward_time: 6.4368968010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237036705
validation[          , genome  7086] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       808.84796, best error:       735.03760 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 88.5808563232s, input_fired_time: 1.3289431334, output_fired_time: 0.9125090241, propagate_forward_time: 33.3848457336, propagate_backward_time: 50.4676208496, weight_update_time: 0.1038386598, other_time: 2.4869422913
epoch time: 6.5382032394s, input_fired_time: 0.1383210421, output_fired_time: 0.0000000000, propagate_forward_time: 5.9986829758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011993408
validation[          , genome  7086] predictions:    9715/  10000 (97.15%), best:    9770/10000 (97.70%), error:       944.66229, best error:       735.03760 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.4349060059s, input_fired_time: 1.2985048294, output_fired_time: 0.9132206440, propagate_forward_time: 33.3527221680, propagate_backward_time: 50.5460243225, weight_update_time: 0.0982053652, other_time: 2.3244285583
epoch time: 7.0443744659s, input_fired_time: 0.1416689754, output_fired_time: 0.0000000000, propagate_forward_time: 6.4872589111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154467583
validation[          , genome  7086] predictions:    9773/  10000 (97.73%), best:    9770/10000 (97.70%), error:       769.95447, best error:       735.03760 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 87.1244583130s, input_fired_time: 1.2930470705, output_fired_time: 0.9112594724, propagate_forward_time: 32.8446273804, propagate_backward_time: 49.7989730835, weight_update_time: 0.0964201763, other_time: 2.2765502930
epoch time: 7.1163034439s, input_fired_time: 0.1427244544, output_fired_time: 0.0000000000, propagate_forward_time: 6.5610036850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125752449
validation[          , genome  7086] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       733.55829, best error:       733.55829 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.9069366455s, input_fired_time: 1.3717006445, output_fired_time: 0.9542854428, propagate_forward_time: 35.5520629883, propagate_backward_time: 53.4818038940, weight_update_time: 0.1077614576, other_time: 2.5470809937
epoch time: 6.9226202965s, input_fired_time: 0.1437900662, output_fired_time: 0.0000000000, propagate_forward_time: 6.3631553650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156746864
validation[          , genome  7086] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       803.09729, best error:       733.55829 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 93.8735046387s, input_fired_time: 1.3747473955, output_fired_time: 0.9693124294, propagate_forward_time: 35.4277420044, propagate_backward_time: 53.5779914856, weight_update_time: 0.1062893420, other_time: 2.5237083435
epoch time: 7.8242239952s, input_fired_time: 0.1592117101, output_fired_time: 0.0000000000, propagate_forward_time: 7.2143530846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506592751
validation[          , genome  7086] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       726.10785, best error:       726.10785 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 100.8320999146s, input_fired_time: 1.4223874807, output_fired_time: 1.0180451870, propagate_forward_time: 38.6181297302, propagate_backward_time: 57.1787986755, weight_update_time: 0.1114375591, other_time: 2.5947418213
epoch time: 8.3527946472s, input_fired_time: 0.1581786275, output_fired_time: 0.0000000000, propagate_forward_time: 7.7257194519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688968658
validation[          , genome  7086] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       713.09747, best error:       713.09747 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.1256027222s, input_fired_time: 1.3449317217, output_fired_time: 0.9491788745, propagate_forward_time: 35.1796264648, propagate_backward_time: 53.1662330627, weight_update_time: 0.1031369865, other_time: 2.4856300354
epoch time: 7.3796191216s, input_fired_time: 0.1440739930, output_fired_time: 0.0000000000, propagate_forward_time: 6.8051400185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304051399
validation[          , genome  7086] predictions:    9746/  10000 (97.46%), best:    9792/10000 (97.92%), error:       861.48792, best error:       713.09747 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 98.8793869019s, input_fired_time: 1.3907352686, output_fired_time: 0.9994646907, propagate_forward_time: 37.2926445007, propagate_backward_time: 56.6174774170, weight_update_time: 0.1094672531, other_time: 2.5790672302
epoch time: 7.1879038811s, input_fired_time: 0.1449105889, output_fired_time: 0.0000000000, propagate_forward_time: 6.6278009415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151921272
validation[          , genome  7086] predictions:    9785/  10000 (97.85%), best:    9792/10000 (97.92%), error:       727.58002, best error:       713.09747 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 100.1579437256s, input_fired_time: 1.4022815228, output_fired_time: 1.0079596043, propagate_forward_time: 37.9566879272, propagate_backward_time: 57.2146873474, weight_update_time: 0.1100082919, other_time: 2.5763282776
epoch time: 7.2455191612s, input_fired_time: 0.1442234367, output_fired_time: 0.0000000000, propagate_forward_time: 6.6825642586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187316895
validation[          , genome  7086] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       674.53009, best error:       674.53009 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.7715759277s, input_fired_time: 1.3230574131, output_fired_time: 0.9287890792, propagate_forward_time: 34.0368499756, propagate_backward_time: 51.1117782593, weight_update_time: 0.0997369960, other_time: 2.3711013794
epoch time: 7.8001961708s, input_fired_time: 0.1523965001, output_fired_time: 0.0000000000, propagate_forward_time: 7.1986460686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491534233
validation[          , genome  7086] predictions:    9735/  10000 (97.35%), best:    9802/10000 (98.02%), error:       859.95197, best error:       674.53009 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.4764633179s, input_fired_time: 1.4736634493, output_fired_time: 1.0801455975, propagate_forward_time: 40.3830680847, propagate_backward_time: 60.8208007812, weight_update_time: 0.1177615151, other_time: 2.7187843323
epoch time: 9.0016593933s, input_fired_time: 0.1698684990, output_fired_time: 0.0000000000, propagate_forward_time: 8.3328619003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989290237
validation[          , genome  7086] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       735.46124, best error:       674.53009 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 95.5260467529s, input_fired_time: 1.3690233231, output_fired_time: 0.9664643407, propagate_forward_time: 36.3133506775, propagate_backward_time: 54.3971900940, weight_update_time: 0.1062250957, other_time: 2.4800186157
epoch time: 8.9605607986s, input_fired_time: 0.1671532542, output_fired_time: 0.0000000000, propagate_forward_time: 8.3005943298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928131104
validation[          , genome  7086] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       797.71411, best error:       674.53009 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.7369079590s, input_fired_time: 1.3028455973, output_fired_time: 0.9069975019, propagate_forward_time: 33.2489280701, propagate_backward_time: 49.9623985291, weight_update_time: 0.0977091119, other_time: 2.3157348633
epoch time: 6.8840141296s, input_fired_time: 0.1387882233, output_fired_time: 0.0000000000, propagate_forward_time: 6.3413910866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038348198
validation[          , genome  7086] predictions:    9758/  10000 (97.58%), best:    9802/10000 (98.02%), error:       795.24115, best error:       674.53009 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 95.3492431641s, input_fired_time: 1.3882088661, output_fired_time: 0.9759673476, propagate_forward_time: 36.3763427734, propagate_backward_time: 54.0848274231, weight_update_time: 0.1072819605, other_time: 2.5238990784
epoch time: 7.4344711304s, input_fired_time: 0.1588606685, output_fired_time: 0.0000000000, propagate_forward_time: 6.8296923637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459180832
validation[          , genome  7086] predictions:    9752/  10000 (97.52%), best:    9802/10000 (98.02%), error:       796.41479, best error:       674.53009 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.8825225830s, input_fired_time: 1.3522070646, output_fired_time: 0.9495744109, propagate_forward_time: 35.1698188782, propagate_backward_time: 53.9190063477, weight_update_time: 0.1059233546, other_time: 2.4919166565
epoch time: 7.0242080688s, input_fired_time: 0.1438724846, output_fired_time: 0.0000000000, propagate_forward_time: 6.4755535126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047822952
validation[          , genome  7086] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       774.00757, best error:       674.53009 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.6491851807s, input_fired_time: 1.4014184475, output_fired_time: 0.9933300614, propagate_forward_time: 37.4532852173, propagate_backward_time: 56.2528915405, weight_update_time: 0.1126542762, other_time: 2.5482559204
epoch time: 9.2213726044s, input_fired_time: 0.1731614769, output_fired_time: 0.0000000000, propagate_forward_time: 8.5453119278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028991699
validation[          , genome  7086] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       767.26379, best error:       674.53009 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 93.8692550659s, input_fired_time: 1.3806576729, output_fired_time: 0.9529282451, propagate_forward_time: 35.3658943176, propagate_backward_time: 53.6407012939, weight_update_time: 0.1071664169, other_time: 2.5290718079
epoch time: 7.4305229187s, input_fired_time: 0.1506305188, output_fired_time: 0.0000000000, propagate_forward_time: 6.8411788940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387135506
validation[          , genome  7086] predictions:    9746/  10000 (97.46%), best:    9802/10000 (98.02%), error:       840.01208, best error:       674.53009 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.8743591309s, input_fired_time: 1.3508671522, output_fired_time: 0.9439147711, propagate_forward_time: 34.8300514221, propagate_backward_time: 52.3481979370, weight_update_time: 0.1026162952, other_time: 2.4013252258
epoch time: 8.5517244339s, input_fired_time: 0.1635836959, output_fired_time: 0.0000000000, propagate_forward_time: 7.9147691727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733715057
validation[          , genome  7086] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       783.06165, best error:       674.53009 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.7536544800s, input_fired_time: 1.3865367174, output_fired_time: 0.9883716702, propagate_forward_time: 36.4612236023, propagate_backward_time: 55.4183120728, weight_update_time: 0.1052383035, other_time: 2.4992103577
epoch time: 8.1721010208s, input_fired_time: 0.1632926315, output_fired_time: 0.0000000000, propagate_forward_time: 7.5411772728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676308632
validation[          , genome  7086] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       743.28564, best error:       674.53009 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.6025161743s, input_fired_time: 1.3661004305, output_fired_time: 0.9607817531, propagate_forward_time: 35.9657135010, propagate_backward_time: 53.7982521057, weight_update_time: 0.1050774753, other_time: 2.5116615295
epoch time: 8.5624542236s, input_fired_time: 0.1625421047, output_fired_time: 0.0000000000, propagate_forward_time: 7.9206285477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792833328
validation[          , genome  7086] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       742.52844, best error:       674.53009 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 101.0003433228s, input_fired_time: 1.4237869978, output_fired_time: 1.0206774473, propagate_forward_time: 38.2519989014, propagate_backward_time: 57.7328414917, weight_update_time: 0.1105428785, other_time: 2.5710372925
epoch time: 7.2787370682s, input_fired_time: 0.1451029480, output_fired_time: 0.0000000000, propagate_forward_time: 6.7139554024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196786880
validation[          , genome  7086] predictions:    9794/  10000 (97.94%), best:    9802/10000 (98.02%), error:       693.92834, best error:       674.53009 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 98.8774642944s, input_fired_time: 1.4102253914, output_fired_time: 1.0004512072, propagate_forward_time: 37.7022514343, propagate_backward_time: 56.2234153748, weight_update_time: 0.1089401543, other_time: 2.5411224365
epoch time: 7.7210617065s, input_fired_time: 0.1520801336, output_fired_time: 0.0000000000, propagate_forward_time: 7.1343526840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346289635
validation[          , genome  7086] predictions:    9702/  10000 (97.02%), best:    9802/10000 (98.02%), error:       955.12054, best error:       674.53009 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.5714569092s, input_fired_time: 1.4057172537, output_fired_time: 1.0051493645, propagate_forward_time: 37.3347129822, propagate_backward_time: 56.3030776978, weight_update_time: 0.1083869562, other_time: 2.5228004456
epoch time: 8.1222143173s, input_fired_time: 0.1605977863, output_fired_time: 0.0000000000, propagate_forward_time: 7.5048880577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567284584
validation[          , genome  7086] predictions:    9742/  10000 (97.42%), best:    9802/10000 (98.02%), error:       812.77496, best error:       674.53009 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.2776336670s, input_fired_time: 1.3153704405, output_fired_time: 0.9087449312, propagate_forward_time: 32.7795562744, propagate_backward_time: 49.9232559204, weight_update_time: 0.0983093083, other_time: 2.3507080078
epoch time: 7.2591714859s, input_fired_time: 0.1464993954, output_fired_time: 0.0000000000, propagate_forward_time: 6.6891775131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234943390
validation[          , genome  7086] predictions:    9747/  10000 (97.47%), best:    9802/10000 (98.02%), error:       820.13580, best error:       674.53009 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.7159271240s, input_fired_time: 1.3149634600, output_fired_time: 0.9002626538, propagate_forward_time: 33.1236343384, propagate_backward_time: 50.0607528687, weight_update_time: 0.0976680890, other_time: 2.3163146973
epoch time: 7.2466378212s, input_fired_time: 0.1447707713, output_fired_time: 0.0000000000, propagate_forward_time: 6.6844801903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173870087
validation[          , genome  7086] predictions:    9792/  10000 (97.92%), best:    9802/10000 (98.02%), error:       691.99847, best error:       674.53009 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.9360122681s, input_fired_time: 1.3054375648, output_fired_time: 0.9040649533, propagate_forward_time: 33.0763626099, propagate_backward_time: 50.3289299011, weight_update_time: 0.0982428417, other_time: 2.3212165833
epoch time: 7.2532596588s, input_fired_time: 0.1490685493, output_fired_time: 0.0000000000, propagate_forward_time: 6.6863121986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178791046
validation[          , genome  7086] predictions:    9795/  10000 (97.95%), best:    9802/10000 (98.02%), error:       717.80743, best error:       674.53009 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 100.1658325195s, input_fired_time: 1.4303643703, output_fired_time: 1.0145957470, propagate_forward_time: 38.0925827026, propagate_backward_time: 57.0266609192, weight_update_time: 0.1117355749, other_time: 2.6016273499
epoch time: 8.8817415237s, input_fired_time: 0.1762657613, output_fired_time: 0.0000000000, propagate_forward_time: 8.2082815170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971942902
validation[          , genome  7086] predictions:    9786/  10000 (97.86%), best:    9802/10000 (98.02%), error:       687.94049, best error:       674.53009 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 97.0230102539s, input_fired_time: 1.3848593235, output_fired_time: 0.9841519594, propagate_forward_time: 36.6196060181, propagate_backward_time: 55.5508460999, weight_update_time: 0.1064181924, other_time: 2.4835472107
epoch time: 8.8086280823s, input_fired_time: 0.1762696952, output_fired_time: 0.0000000000, propagate_forward_time: 8.1314678192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008907318
validation[          , genome  7086] predictions:    9792/  10000 (97.92%), best:    9802/10000 (98.02%), error:       744.56250, best error:       674.53009 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 96.0451812744s, input_fired_time: 1.3763116598, output_fired_time: 0.9697181582, propagate_forward_time: 36.1299858093, propagate_backward_time: 55.1009445190, weight_update_time: 0.1064267233, other_time: 2.4682197571
epoch time: 7.0239582062s, input_fired_time: 0.1416580230, output_fired_time: 0.0000000000, propagate_forward_time: 6.4826130867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996872902
validation[          , genome  7086] predictions:    9717/  10000 (97.17%), best:    9802/10000 (98.02%), error:       982.26837, best error:       674.53009 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.4239654541s, input_fired_time: 1.3080022335, output_fired_time: 0.8836132884, propagate_forward_time: 32.2193717957, propagate_backward_time: 49.6058387756, weight_update_time: 0.1003357023, other_time: 2.4071426392
epoch time: 6.5079545975s, input_fired_time: 0.1443111748, output_fired_time: 0.0000000000, propagate_forward_time: 5.9682574272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953862190
validation[          , genome  7086] predictions:    9714/  10000 (97.14%), best:    9802/10000 (98.02%), error:       956.33551, best error:       674.53009 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.7946777344s, input_fired_time: 1.3222042322, output_fired_time: 0.9071478844, propagate_forward_time: 33.2570075989, propagate_backward_time: 50.0025291443, weight_update_time: 0.0969792381, other_time: 2.3057861328
epoch time: 7.2579798698s, input_fired_time: 0.1483942419, output_fired_time: 0.0000000000, propagate_forward_time: 6.6919393539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176464081
validation[          , genome  7086] predictions:    9759/  10000 (97.59%), best:    9802/10000 (98.02%), error:       819.50177, best error:       674.53009 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.0952835083s, input_fired_time: 1.4470211267, output_fired_time: 1.0299069881, propagate_forward_time: 38.8237342834, propagate_backward_time: 58.1723747253, weight_update_time: 0.1124252751, other_time: 2.6222457886
epoch time: 8.5475177765s, input_fired_time: 0.1721972823, output_fired_time: 0.0000000000, propagate_forward_time: 7.8900179863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853024483
validation[          , genome  7086] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       733.59222, best error:       674.53009 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.8405380249s, input_fired_time: 1.3529022932, output_fired_time: 0.9425466657, propagate_forward_time: 34.6756668091, propagate_backward_time: 52.4434661865, weight_update_time: 0.1006431505, other_time: 2.4259567261
epoch time: 7.7122945786s, input_fired_time: 0.1544821113, output_fired_time: 0.0000000000, propagate_forward_time: 7.1107845306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470281601
validation[          , genome  7086] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       735.53406, best error:       674.53009 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.4953765869s, input_fired_time: 1.3922551870, output_fired_time: 0.9672507048, propagate_forward_time: 36.3076972961, propagate_backward_time: 54.3360939026, weight_update_time: 0.1054978892, other_time: 2.4920806885
epoch time: 7.1146798134s, input_fired_time: 0.1491726637, output_fired_time: 0.0000000000, propagate_forward_time: 6.5535626411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119443893
validation[          , genome  7086] predictions:    9798/  10000 (97.98%), best:    9802/10000 (98.02%), error:       727.63129, best error:       674.53009 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 95.3921890259s, input_fired_time: 1.3829483986, output_fired_time: 0.9721361995, propagate_forward_time: 35.9824867249, propagate_backward_time: 54.5707283020, weight_update_time: 0.1049977466, other_time: 2.4838867188
epoch time: 7.3698945045s, input_fired_time: 0.1504849643, output_fired_time: 0.0000000000, propagate_forward_time: 6.7862539291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331555367
validation[          , genome  7086] predictions:    9728/  10000 (97.28%), best:    9802/10000 (98.02%), error:       850.22729, best error:       674.53009 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.7072143555s, input_fired_time: 1.3856236935, output_fired_time: 0.9714897275, propagate_forward_time: 36.1965026855, propagate_backward_time: 54.6703376770, weight_update_time: 0.1063792408, other_time: 2.4832649231
epoch time: 8.3216743469s, input_fired_time: 0.1692347229, output_fired_time: 0.0000000000, propagate_forward_time: 7.6780576706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743824005
validation[          , genome  7086] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       699.35925, best error:       674.53009 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 102.6424713135s, input_fired_time: 1.4521332979, output_fired_time: 1.0331493616, propagate_forward_time: 38.8866348267, propagate_backward_time: 58.6607017517, weight_update_time: 0.1130101159, other_time: 2.6098518372
epoch time: 6.7541608810s, input_fired_time: 0.1411055773, output_fired_time: 0.0000000000, propagate_forward_time: 6.2089543343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041008949
validation[          , genome  7086] predictions:    9772/  10000 (97.72%), best:    9802/10000 (98.02%), error:       808.89398, best error:       674.53009 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.4537353516s, input_fired_time: 1.4276925325, output_fired_time: 1.0100682974, propagate_forward_time: 37.5609588623, propagate_backward_time: 56.8974418640, weight_update_time: 0.1100567281, other_time: 2.5575675964
epoch time: 8.6679792404s, input_fired_time: 0.1784640104, output_fired_time: 0.0000000000, propagate_forward_time: 7.9996743202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898409843
validation[          , genome  7086] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       719.87042, best error:       674.53009 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 87.7558822632s, input_fired_time: 1.3476258516, output_fired_time: 0.9046378732, propagate_forward_time: 33.0163841248, propagate_backward_time: 50.0190238953, weight_update_time: 0.1030685529, other_time: 2.4682083130
epoch time: 6.5993657112s, input_fired_time: 0.1441933364, output_fired_time: 0.0000000000, propagate_forward_time: 6.0540337563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011387825
validation[          , genome  7086] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       722.53192, best error:       674.53009 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.3692779541s, input_fired_time: 1.3784047365, output_fired_time: 0.9420595765, propagate_forward_time: 34.7494583130, propagate_backward_time: 52.7919578552, weight_update_time: 0.1064151749, other_time: 2.5073966980
epoch time: 6.7032876015s, input_fired_time: 0.1483795047, output_fired_time: 0.0000000000, propagate_forward_time: 6.1485872269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063210487
validation[          , genome  7086] predictions:    9758/  10000 (97.58%), best:    9802/10000 (98.02%), error:       843.28247, best error:       674.53009 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.1511077881s, input_fired_time: 1.4853742123, output_fired_time: 1.0553216934, propagate_forward_time: 39.8099098206, propagate_backward_time: 60.0956382751, weight_update_time: 0.1179072857, other_time: 2.7048645020
epoch time: 9.4574499130s, input_fired_time: 0.1880421937, output_fired_time: 0.0000000000, propagate_forward_time: 8.7480220795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213851929
validation[          , genome  7086] predictions:    9746/  10000 (97.46%), best:    9802/10000 (98.02%), error:       813.32361, best error:       674.53009 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.3547363281s, input_fired_time: 1.4391850233, output_fired_time: 1.0055058002, propagate_forward_time: 38.0911445618, propagate_backward_time: 57.2199592590, weight_update_time: 0.1125778332, other_time: 2.5989379883
epoch time: 8.9659557343s, input_fired_time: 0.1814879477, output_fired_time: 0.0000000000, propagate_forward_time: 8.2838459015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006217957
validation[          , genome  7086] predictions:    9788/  10000 (97.88%), best:    9802/10000 (98.02%), error:       728.10223, best error:       674.53009 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.3535766602s, input_fired_time: 1.4568563700, output_fired_time: 1.0360869169, propagate_forward_time: 39.1543502808, propagate_backward_time: 59.0569915771, weight_update_time: 0.1154696494, other_time: 2.6492919922
epoch time: 7.2014236450s, input_fired_time: 0.1468947977, output_fired_time: 0.0000000000, propagate_forward_time: 6.6444239616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101047516
validation[          , genome  7086] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       738.01642, best error:       674.53009 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.4550628662s, input_fired_time: 1.3123853207, output_fired_time: 0.9104181528, propagate_forward_time: 32.8758964539, propagate_backward_time: 50.0624084473, weight_update_time: 0.0970868319, other_time: 2.2939567566
epoch time: 8.5293617249s, input_fired_time: 0.1659442782, output_fired_time: 0.0000000000, propagate_forward_time: 7.8952927589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681248665
validation[          , genome  7086] predictions:    9783/  10000 (97.83%), best:    9802/10000 (98.02%), error:       703.22394, best error:       674.53009 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.3298263550s, input_fired_time: 1.4060598612, output_fired_time: 1.0020630360, propagate_forward_time: 37.0394821167, propagate_backward_time: 56.3515739441, weight_update_time: 0.1070914268, other_time: 2.5306510925
epoch time: 7.6847548485s, input_fired_time: 0.1553140879, output_fired_time: 0.0000000000, propagate_forward_time: 7.0919704437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374704361
validation[          , genome  7086] predictions:    9806/  10000 (98.06%), best:    9802/10000 (98.02%), error:       697.28583, best error:       674.53009 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 98.4444580078s, input_fired_time: 1.4190274477, output_fired_time: 1.0010083914, propagate_forward_time: 37.4621925354, propagate_backward_time: 55.9976844788, weight_update_time: 0.1082252041, other_time: 2.5645446777
epoch time: 9.4595165253s, input_fired_time: 0.1840945035, output_fired_time: 0.0000000000, propagate_forward_time: 8.7563629150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190591812
validation[          , genome  7086] predictions:    9738/  10000 (97.38%), best:    9802/10000 (98.02%), error:       830.29266, best error:       674.53009 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.5560607910s, input_fired_time: 1.4056363106, output_fired_time: 0.9979742765, propagate_forward_time: 37.2134704590, propagate_backward_time: 56.3954658508, weight_update_time: 0.1082625240, other_time: 2.5435142517
epoch time: 7.3024258614s, input_fired_time: 0.1484871209, output_fired_time: 0.0000000000, propagate_forward_time: 6.7261371613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278016090
validation[          , genome  7086] predictions:    9786/  10000 (97.86%), best:    9802/10000 (98.02%), error:       733.64777, best error:       674.53009 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.8097381592s, input_fired_time: 1.4250720739, output_fired_time: 1.0047620535, propagate_forward_time: 37.8442764282, propagate_backward_time: 56.9692611694, weight_update_time: 0.1100988388, other_time: 2.5663681030
epoch time: 7.3801350594s, input_fired_time: 0.1481310278, output_fired_time: 0.0000000000, propagate_forward_time: 6.8130412102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189629555
validation[          , genome  7086] predictions:    9709/  10000 (97.09%), best:    9802/10000 (98.02%), error:       954.47546, best error:       674.53009 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 92.6242141724s, input_fired_time: 1.3723315001, output_fired_time: 0.9484089017, propagate_forward_time: 35.2153739929, propagate_backward_time: 52.6665916443, weight_update_time: 0.1035311073, other_time: 2.4215087891
epoch time: 7.2907395363s, input_fired_time: 0.1482238322, output_fired_time: 0.0000000000, propagate_forward_time: 6.7222700119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202456474
validation[          , genome  7086] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       666.61926, best error:       666.61926 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.5689239502s, input_fired_time: 1.4110732079, output_fired_time: 0.9973323345, propagate_forward_time: 37.0690078735, propagate_backward_time: 55.6006469727, weight_update_time: 0.1071886346, other_time: 2.4908676147
epoch time: 7.2773423195s, input_fired_time: 0.1507966220, output_fired_time: 0.0000000000, propagate_forward_time: 6.7081646919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183812141
validation[          , genome  7086] predictions:    9785/  10000 (97.85%), best:    9806/10000 (98.06%), error:       742.19299, best error:       666.61926 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 87.7856216431s, input_fired_time: 1.3242070675, output_fired_time: 0.9155731201, propagate_forward_time: 33.1114768982, propagate_backward_time: 50.1404609680, weight_update_time: 0.0968953222, other_time: 2.2939071655
epoch time: 8.4835138321s, input_fired_time: 0.1648060232, output_fired_time: 0.0000000000, propagate_forward_time: 7.8487734795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699339867
validation[          , genome  7086] predictions:    9808/  10000 (98.08%), best:    9806/10000 (98.06%), error:       672.57477, best error:       666.61926 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.7007751465s, input_fired_time: 1.4643324614, output_fired_time: 1.0394419432, propagate_forward_time: 39.1660804749, propagate_backward_time: 59.3638839722, weight_update_time: 0.1154842004, other_time: 2.6670341492
epoch time: 6.9796490669s, input_fired_time: 0.1454063058, output_fired_time: 0.0000000000, propagate_forward_time: 6.4273595810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068832397
validation[          , genome  7086] predictions:    9753/  10000 (97.53%), best:    9806/10000 (98.06%), error:       808.14899, best error:       666.61926 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.5709381104s, input_fired_time: 1.3478119373, output_fired_time: 0.9079436660, propagate_forward_time: 33.1815147400, propagate_backward_time: 50.6602935791, weight_update_time: 0.1032768339, other_time: 2.4733772278
epoch time: 8.2861566544s, input_fired_time: 0.1719112992, output_fired_time: 0.0000000000, propagate_forward_time: 7.6408820152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733633995
validation[          , genome  7086] predictions:    9761/  10000 (97.61%), best:    9806/10000 (98.06%), error:       808.68890, best error:       666.61926 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 82.7205657959s, input_fired_time: 1.3205710649, output_fired_time: 0.8711446524, propagate_forward_time: 30.8720226288, propagate_backward_time: 47.2899017334, weight_update_time: 0.0968684107, other_time: 2.3669204712
epoch time: 6.6388311386s, input_fired_time: 0.1478645951, output_fired_time: 0.0000000000, propagate_forward_time: 6.0849900246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059762955
validation[          , genome  7086] predictions:    9785/  10000 (97.85%), best:    9806/10000 (98.06%), error:       734.34058, best error:       666.61926 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 96.4672622681s, input_fired_time: 1.4189680815, output_fired_time: 0.9872452021, propagate_forward_time: 36.9369659424, propagate_backward_time: 54.6356163025, weight_update_time: 0.1066274047, other_time: 2.4884681702
epoch time: 7.2543992996s, input_fired_time: 0.1493268311, output_fired_time: 0.0000000000, propagate_forward_time: 6.6947445869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103279114
validation[          , genome  7086] predictions:    9771/  10000 (97.71%), best:    9806/10000 (98.06%), error:       747.96356, best error:       666.61926 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 93.4931564331s, input_fired_time: 1.4032135010, output_fired_time: 0.9587724209, propagate_forward_time: 35.3188209534, propagate_backward_time: 53.2941169739, weight_update_time: 0.1074759290, other_time: 2.5182342529
epoch time: 6.6343636513s, input_fired_time: 0.1482523680, output_fired_time: 0.0000000000, propagate_forward_time: 6.0747685432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113426208
validation[          , genome  7086] predictions:    9704/  10000 (97.04%), best:    9806/10000 (98.06%), error:       995.71954, best error:       666.61926 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.1710510254s, input_fired_time: 1.3610924482, output_fired_time: 0.9371236563, propagate_forward_time: 34.1843643188, propagate_backward_time: 52.2955970764, weight_update_time: 0.1020775959, other_time: 2.3928718567
epoch time: 7.4555907249s, input_fired_time: 0.1526024938, output_fired_time: 0.0000000000, propagate_forward_time: 6.8774051666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255828857
validation[          , genome  7086] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       715.63123, best error:       666.61926 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 96.6834564209s, input_fired_time: 1.4058991671, output_fired_time: 0.9785072803, propagate_forward_time: 36.6114959717, propagate_backward_time: 55.1513977051, weight_update_time: 0.1068484038, other_time: 2.5361557007
epoch time: 8.1809816360s, input_fired_time: 0.1645264924, output_fired_time: 0.0000000000, propagate_forward_time: 7.5525922775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638624191
validation[          , genome  7086] predictions:    9781/  10000 (97.81%), best:    9806/10000 (98.06%), error:       737.25525, best error:       666.61926 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.1097717285s, input_fired_time: 1.3824608326, output_fired_time: 0.9646893144, propagate_forward_time: 35.6052474976, propagate_backward_time: 53.6930541992, weight_update_time: 0.1034433171, other_time: 2.4643173218
epoch time: 8.3940744400s, input_fired_time: 0.1748837829, output_fired_time: 0.0000000000, propagate_forward_time: 7.7420129776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771776199
validation[          , genome  7086] predictions:    9634/  10000 (96.34%), best:    9806/10000 (98.06%), error:      1105.68152, best error:       666.61926 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: 39.1876678467s, input_fired_time: 0.7918201685, output_fired_time: 0.0000000000, propagate_forward_time: 36.1308555603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2649917603
best training[          , genome  7086] predictions:   49737/  50000 (99.47%), best:    9806/10000 (98.06%), error:      1208.90845, best error:       666.61926 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: 7.3510799408s, input_fired_time: 0.1489669383, output_fired_time: 0.0000000000, propagate_forward_time: 6.7717399597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303731918
   testing[          , genome  7086] predictions:    9809/  10000 (98.09%), best:    9806/10000 (98.06%), error:       639.11127, best error:       666.61926 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:19:39 (41991): called boinc_finish(0)

</stderr_txt>
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