Nameexact_genome_1512568488_45_7095_0
Workunit2606702
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:00 UTC
Report deadline15 Dec 2017, 3:01:44 UTC
Received8 Dec 2017, 13:17:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 51 min 26 sec
CPU time2 hours 51 min 23 sec
Validate stateValid
Credit1,782.94
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.58 MB
Peak swap size152.06 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
h:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 95.2127685547s, input_fired_time: 0.9498904347, output_fired_time: 0.6563683152, propagate_forward_time: 37.2761611938, propagate_backward_time: 54.2229995728, weight_update_time: 0.0935609043, other_time: 2.1073455811
epoch time: 7.2056751251s, input_fired_time: 0.0977873281, output_fired_time: 0.0000000000, propagate_forward_time: 6.7563033104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515844345
validation[          , genome  7095] predictions:    9688/  10000 (96.88%), best:    9692/10000 (96.92%), error:      1056.25964, best error:      1041.25122 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.0329284668s, input_fired_time: 0.9025691748, output_fired_time: 0.5975584984, propagate_forward_time: 34.3092079163, propagate_backward_time: 49.2135238647, weight_update_time: 0.0880308300, other_time: 2.0100669861
epoch time: 7.2697110176s, input_fired_time: 0.0985447392, output_fired_time: 0.0000000000, propagate_forward_time: 6.8082032204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629631996
validation[          , genome  7095] predictions:    9700/  10000 (97.00%), best:    9692/10000 (96.92%), error:      1041.81531, best error:      1041.25122 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.1847534180s, input_fired_time: 0.9072297812, output_fired_time: 0.6020358801, propagate_forward_time: 34.4886474609, propagate_backward_time: 49.1861877441, weight_update_time: 0.0878739059, other_time: 2.0006561279
epoch time: 7.2655572891s, input_fired_time: 0.0981258526, output_fired_time: 0.0000000000, propagate_forward_time: 6.8117337227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556976318
validation[          , genome  7095] predictions:    9657/  10000 (96.57%), best:    9692/10000 (96.92%), error:      1175.75684, best error:      1041.25122 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.3965606689s, input_fired_time: 0.9277378917, output_fired_time: 0.6312924623, propagate_forward_time: 35.4819946289, propagate_backward_time: 52.2910232544, weight_update_time: 0.0917966962, other_time: 2.0645141602
epoch time: 6.7423768044s, input_fired_time: 0.0983195677, output_fired_time: 0.0000000000, propagate_forward_time: 6.2965817451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474755287
validation[          , genome  7095] predictions:    9680/  10000 (96.80%), best:    9692/10000 (96.92%), error:      1148.52100, best error:      1041.25122 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 84.2115325928s, input_fired_time: 0.9108854532, output_fired_time: 0.5980470181, propagate_forward_time: 32.9137115479, propagate_backward_time: 47.7976188660, weight_update_time: 0.0880970284, other_time: 1.9912681580
epoch time: 8.6564645767s, input_fired_time: 0.1158386022, output_fired_time: 0.0000000000, propagate_forward_time: 8.1276340485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129915237
validation[          , genome  7095] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       927.58441, best error:       927.58441 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 99.4511795044s, input_fired_time: 0.9788403511, output_fired_time: 0.6725968122, propagate_forward_time: 39.1291465759, propagate_backward_time: 56.4516677856, weight_update_time: 0.0985182971, other_time: 2.2189216614
epoch time: 8.6424188614s, input_fired_time: 0.1168048307, output_fired_time: 0.0000000000, propagate_forward_time: 8.1133213043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122924805
validation[          , genome  7095] predictions:    9697/  10000 (96.97%), best:    9723/10000 (97.23%), error:      1009.78418, best error:       927.58441 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 95.6348190308s, input_fired_time: 0.9551489353, output_fired_time: 0.6476023197, propagate_forward_time: 37.4476356506, propagate_backward_time: 54.4188575745, weight_update_time: 0.0951322764, other_time: 2.1655731201
epoch time: 8.0986051559s, input_fired_time: 0.1086843386, output_fired_time: 0.0000000000, propagate_forward_time: 7.5984616280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914589882
validation[          , genome  7095] predictions:    9720/  10000 (97.20%), best:    9723/10000 (97.23%), error:       943.29431, best error:       927.58441 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 94.7737503052s, input_fired_time: 0.9636812806, output_fired_time: 0.6434574127, propagate_forward_time: 37.2039566040, propagate_backward_time: 53.8121871948, weight_update_time: 0.0963501632, other_time: 2.1504669189
epoch time: 6.6839022636s, input_fired_time: 0.0974970907, output_fired_time: 0.0000000000, propagate_forward_time: 6.2497038841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367013931
validation[          , genome  7095] predictions:    9715/  10000 (97.15%), best:    9723/10000 (97.23%), error:       955.85675, best error:       927.58441 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.1718139648s, input_fired_time: 0.9809364676, output_fired_time: 0.6669515967, propagate_forward_time: 38.4590225220, propagate_backward_time: 55.8519515991, weight_update_time: 0.0981360599, other_time: 2.2129516602
epoch time: 9.5361537933s, input_fired_time: 0.1247797012, output_fired_time: 0.0000000000, propagate_forward_time: 8.9683799744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429941177
validation[          , genome  7095] predictions:    9712/  10000 (97.12%), best:    9723/10000 (97.23%), error:       957.57690, best error:       927.58441 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.0998077393s, input_fired_time: 0.9583188295, output_fired_time: 0.6594670415, propagate_forward_time: 37.5666465759, propagate_backward_time: 53.7785110474, weight_update_time: 0.0939092636, other_time: 2.1368598938
epoch time: 7.3663682938s, input_fired_time: 0.1003738493, output_fired_time: 0.0000000000, propagate_forward_time: 6.9047656059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612289429
validation[          , genome  7095] predictions:    9676/  10000 (96.76%), best:    9723/10000 (97.23%), error:      1074.05835, best error:       927.58441 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.4656829834s, input_fired_time: 0.9212845564, output_fired_time: 0.6207136512, propagate_forward_time: 34.7415847778, propagate_backward_time: 50.1719894409, weight_update_time: 0.0879541785, other_time: 2.0101089478
epoch time: 7.3425383568s, input_fired_time: 0.1012979075, output_fired_time: 0.0000000000, propagate_forward_time: 6.8783197403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629207611
validation[          , genome  7095] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       864.57611, best error:       864.57611 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 90.8233413696s, input_fired_time: 0.9367858171, output_fired_time: 0.6354472637, propagate_forward_time: 35.5713386536, propagate_backward_time: 51.6264648438, weight_update_time: 0.0897907242, other_time: 2.0533103943
epoch time: 7.1908898354s, input_fired_time: 0.0993698388, output_fired_time: 0.0000000000, propagate_forward_time: 6.7372035980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543162346
validation[          , genome  7095] predictions:    9733/  10000 (97.33%), best:    9746/10000 (97.46%), error:       896.90521, best error:       864.57611 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.9679565430s, input_fired_time: 0.9151937962, output_fired_time: 0.6084932089, propagate_forward_time: 34.4580001831, propagate_backward_time: 49.9656906128, weight_update_time: 0.0888122916, other_time: 2.0205841064
epoch time: 7.4106693268s, input_fired_time: 0.1015117690, output_fired_time: 0.0000000000, propagate_forward_time: 6.9436211586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655362129
validation[          , genome  7095] predictions:    9664/  10000 (96.64%), best:    9746/10000 (97.46%), error:      1132.36487, best error:       864.57611 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 90.0164871216s, input_fired_time: 0.9306474924, output_fired_time: 0.6219356060, propagate_forward_time: 35.1574554443, propagate_backward_time: 51.2668762207, weight_update_time: 0.0894740298, other_time: 2.0395736694
epoch time: 7.2833642960s, input_fired_time: 0.1007313281, output_fired_time: 0.0000000000, propagate_forward_time: 6.8251142502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575186729
validation[          , genome  7095] predictions:    9679/  10000 (96.79%), best:    9746/10000 (97.46%), error:      1006.41760, best error:       864.57611 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 96.3738021851s, input_fired_time: 0.9659948945, output_fired_time: 0.6597680449, propagate_forward_time: 38.0095748901, propagate_backward_time: 54.6031265259, weight_update_time: 0.0954537988, other_time: 2.1353378296
epoch time: 9.6671781540s, input_fired_time: 0.1227476671, output_fired_time: 0.0000000000, propagate_forward_time: 9.1010503769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433803558
validation[          , genome  7095] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       925.50464, best error:       864.57611 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.7902069092s, input_fired_time: 0.9891553521, output_fired_time: 0.6676130295, propagate_forward_time: 38.6352920532, propagate_backward_time: 55.3188209534, weight_update_time: 0.0985424668, other_time: 2.1793251038
epoch time: 8.2622566223s, input_fired_time: 0.1100515127, output_fired_time: 0.0000000000, propagate_forward_time: 7.7605924606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916130066
validation[          , genome  7095] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       934.90796, best error:       864.57611 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.7287750244s, input_fired_time: 0.8994580507, output_fired_time: 0.6032071710, propagate_forward_time: 33.9549140930, propagate_backward_time: 49.3089370728, weight_update_time: 0.0861891955, other_time: 1.9622535706
epoch time: 7.2579493523s, input_fired_time: 0.0978955328, output_fired_time: 0.0000000000, propagate_forward_time: 6.8074612617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525924683
validation[          , genome  7095] predictions:    9693/  10000 (96.93%), best:    9746/10000 (97.46%), error:      1038.72900, best error:       864.57611 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 95.7119979858s, input_fired_time: 0.9782667756, output_fired_time: 0.6510341763, propagate_forward_time: 37.7403335571, propagate_backward_time: 54.1690788269, weight_update_time: 0.0981755629, other_time: 2.1732902527
epoch time: 7.2103829384s, input_fired_time: 0.1028495952, output_fired_time: 0.0000000000, propagate_forward_time: 6.7514786720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560547829
validation[          , genome  7095] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       889.39148, best error:       864.57611 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.6032867432s, input_fired_time: 0.9422521591, output_fired_time: 0.6175580025, propagate_forward_time: 34.7053871155, propagate_backward_time: 50.2672843933, weight_update_time: 0.0932503119, other_time: 2.0708007812
epoch time: 9.7031507492s, input_fired_time: 0.1291979998, output_fired_time: 0.0000000000, propagate_forward_time: 9.1247882843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491643906
validation[          , genome  7095] predictions:    9704/  10000 (97.04%), best:    9746/10000 (97.46%), error:       914.45294, best error:       864.57611 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.8898773193s, input_fired_time: 0.9848384857, output_fired_time: 0.6717575192, propagate_forward_time: 38.8097877502, propagate_backward_time: 56.2043800354, weight_update_time: 0.0969965383, other_time: 2.2191085815
epoch time: 7.4712796211s, input_fired_time: 0.1023507640, output_fired_time: 0.0000000000, propagate_forward_time: 6.9948792458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740496635
validation[          , genome  7095] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       919.10889, best error:       864.57611 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.1210479736s, input_fired_time: 0.9444931746, output_fired_time: 0.6313121915, propagate_forward_time: 36.1789550781, propagate_backward_time: 52.2563285828, weight_update_time: 0.0918079615, other_time: 2.1099586487
epoch time: 7.4036669731s, input_fired_time: 0.1014330909, output_fired_time: 0.0000000000, propagate_forward_time: 6.9424715042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597621918
validation[          , genome  7095] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       952.86224, best error:       864.57611 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.5712051392s, input_fired_time: 0.9730575681, output_fired_time: 0.6537669301, propagate_forward_time: 37.6548385620, propagate_backward_time: 54.1608238220, weight_update_time: 0.0949075967, other_time: 2.1287117004
epoch time: 7.5045700073s, input_fired_time: 0.1034460142, output_fired_time: 0.0000000000, propagate_forward_time: 7.0430779457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580460548
validation[          , genome  7095] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       928.69751, best error:       864.57611 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.9337081909s, input_fired_time: 0.9718756080, output_fired_time: 0.6506359577, propagate_forward_time: 38.0898513794, propagate_backward_time: 54.0783576965, weight_update_time: 0.0951339900, other_time: 2.1429862976
epoch time: 7.3941574097s, input_fired_time: 0.1019485593, output_fired_time: 0.0000000000, propagate_forward_time: 6.9346618652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575468063
validation[          , genome  7095] predictions:    9704/  10000 (97.04%), best:    9746/10000 (97.46%), error:       955.93732, best error:       864.57611 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.3270034790s, input_fired_time: 0.9452490211, output_fired_time: 0.6391916275, propagate_forward_time: 36.2986717224, propagate_backward_time: 52.4096794128, weight_update_time: 0.0908598527, other_time: 2.0342102051
epoch time: 6.8138012886s, input_fired_time: 0.0971875414, output_fired_time: 0.0000000000, propagate_forward_time: 6.3793420792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372716904
validation[          , genome  7095] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       937.00244, best error:       864.57611 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 96.1217422485s, input_fired_time: 0.9846671224, output_fired_time: 0.6586581469, propagate_forward_time: 37.6193733215, propagate_backward_time: 54.6808357239, weight_update_time: 0.0977991000, other_time: 2.1782073975
epoch time: 7.9699349403s, input_fired_time: 0.1122585088, output_fired_time: 0.0000000000, propagate_forward_time: 7.4726004601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850760460
validation[          , genome  7095] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       898.90118, best error:       864.57611 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.9791183472s, input_fired_time: 0.9537463784, output_fired_time: 0.6263738871, propagate_forward_time: 35.3768234253, propagate_backward_time: 51.9349517822, weight_update_time: 0.0927241966, other_time: 2.0872268677
epoch time: 7.2550463676s, input_fired_time: 0.1019252464, output_fired_time: 0.0000000000, propagate_forward_time: 6.7973375320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557834625
validation[          , genome  7095] predictions:    9670/  10000 (96.70%), best:    9746/10000 (97.46%), error:      1031.78540, best error:       864.57611 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.3303451538s, input_fired_time: 0.9610948563, output_fired_time: 0.6306865215, propagate_forward_time: 35.9158973694, propagate_backward_time: 51.7355346680, weight_update_time: 0.0925386697, other_time: 2.0871315002
epoch time: 6.5853037834s, input_fired_time: 0.1006844193, output_fired_time: 0.0000000000, propagate_forward_time: 6.1434607506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411583900
validation[          , genome  7095] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:       957.73993, best error:       864.57611 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 105.3061065674s, input_fired_time: 1.0490939617, output_fired_time: 0.7081803679, propagate_forward_time: 41.3514213562, propagate_backward_time: 59.8738403320, weight_update_time: 0.1057060212, other_time: 2.3235664368
epoch time: 9.7332706451s, input_fired_time: 0.1328553110, output_fired_time: 0.0000000000, propagate_forward_time: 9.1477870941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526281357
validation[          , genome  7095] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       871.82074, best error:       864.57611 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 94.5481414795s, input_fired_time: 1.0037803650, output_fired_time: 0.6521249413, propagate_forward_time: 37.1558036804, propagate_backward_time: 53.5579948425, weight_update_time: 0.0972844958, other_time: 2.1784362793
epoch time: 8.5759449005s, input_fired_time: 0.1143932864, output_fired_time: 0.0000000000, propagate_forward_time: 8.0601425171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014091492
validation[          , genome  7095] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       911.44531, best error:       864.57611 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 100.7306823730s, input_fired_time: 1.0000858307, output_fired_time: 0.6829849482, propagate_forward_time: 39.3850860596, propagate_backward_time: 57.4654579163, weight_update_time: 0.0989844352, other_time: 2.1970710754
epoch time: 9.3975563049s, input_fired_time: 0.1227692962, output_fired_time: 0.0000000000, propagate_forward_time: 8.8431558609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316310883
validation[          , genome  7095] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       939.65704, best error:       864.57611 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.7023696899s, input_fired_time: 0.9287321568, output_fired_time: 0.6102387309, propagate_forward_time: 34.7472267151, propagate_backward_time: 50.4380607605, weight_update_time: 0.0879411250, other_time: 1.9781112671
epoch time: 7.2046041489s, input_fired_time: 0.0994812623, output_fired_time: 0.0000000000, propagate_forward_time: 6.7547807693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503422737
validation[          , genome  7095] predictions:    9660/  10000 (96.60%), best:    9746/10000 (97.46%), error:      1063.74109, best error:       864.57611 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.5345687866s, input_fired_time: 0.9129305482, output_fired_time: 0.6025788784, propagate_forward_time: 33.9518394470, propagate_backward_time: 50.1018981934, weight_update_time: 0.0879756659, other_time: 1.9653205872
epoch time: 7.4161558151s, input_fired_time: 0.1030524001, output_fired_time: 0.0000000000, propagate_forward_time: 6.9539446831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591585159
validation[          , genome  7095] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       915.42578, best error:       864.57611 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.5980987549s, input_fired_time: 0.9468967915, output_fired_time: 0.6236004829, propagate_forward_time: 35.7985877991, propagate_backward_time: 52.1793327332, weight_update_time: 0.0917460322, other_time: 2.0496749878
epoch time: 7.3548345566s, input_fired_time: 0.1020679921, output_fired_time: 0.0000000000, propagate_forward_time: 6.8971366882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556299210
validation[          , genome  7095] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       990.89062, best error:       864.57611 on epoch:    24, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.6209182739s, input_fired_time: 0.9672574401, output_fired_time: 0.6511024237, propagate_forward_time: 37.4093055725, propagate_backward_time: 54.4750747681, weight_update_time: 0.0941954553, other_time: 2.1181831360
epoch time: 7.4851193428s, input_fired_time: 0.1034651250, output_fired_time: 0.0000000000, propagate_forward_time: 7.0162415504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654127121
validation[          , genome  7095] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       817.23083, best error:       817.23083 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 94.5944747925s, input_fired_time: 0.9751040339, output_fired_time: 0.6491291523, propagate_forward_time: 37.1814079285, propagate_backward_time: 53.6825981140, weight_update_time: 0.0941063985, other_time: 2.1062316895
epoch time: 9.1824913025s, input_fired_time: 0.1219096482, output_fired_time: 0.0000000000, propagate_forward_time: 8.6297359467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308452606
validation[          , genome  7095] predictions:    9714/  10000 (97.14%), best:    9756/10000 (97.56%), error:       973.71338, best error:       817.23083 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 93.9600448608s, input_fired_time: 0.9819034338, output_fired_time: 0.6388199329, propagate_forward_time: 36.8767509460, propagate_backward_time: 53.3237037659, weight_update_time: 0.0944767743, other_time: 2.1388702393
epoch time: 7.5062327385s, input_fired_time: 0.1065814644, output_fired_time: 0.0000000000, propagate_forward_time: 7.0299782753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696727753
validation[          , genome  7095] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       918.50995, best error:       817.23083 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 95.2212295532s, input_fired_time: 0.9900763035, output_fired_time: 0.6477546692, propagate_forward_time: 37.0778465271, propagate_backward_time: 54.3313026428, weight_update_time: 0.0978592485, other_time: 2.1742553711
epoch time: 7.2942147255s, input_fired_time: 0.1051267013, output_fired_time: 0.0000000000, propagate_forward_time: 6.8272247314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618631363
validation[          , genome  7095] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       903.59399, best error:       817.23083 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.2973785400s, input_fired_time: 0.9866215587, output_fired_time: 0.6473375559, propagate_forward_time: 37.0466880798, propagate_backward_time: 53.4887123108, weight_update_time: 0.0972369015, other_time: 2.1280212402
epoch time: 7.3950319290s, input_fired_time: 0.1062074974, output_fired_time: 0.0000000000, propagate_forward_time: 6.9257335663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630909920
validation[          , genome  7095] predictions:    9718/  10000 (97.18%), best:    9756/10000 (97.56%), error:       951.89838, best error:       817.23083 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.4268569946s, input_fired_time: 0.9577953219, output_fired_time: 0.6174414754, propagate_forward_time: 35.3831443787, propagate_backward_time: 51.3900108337, weight_update_time: 0.0938268006, other_time: 2.0784683228
epoch time: 7.1602091789s, input_fired_time: 0.1032246575, output_fired_time: 0.0000000000, propagate_forward_time: 6.7034230232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535614014
validation[          , genome  7095] predictions:    9700/  10000 (97.00%), best:    9756/10000 (97.56%), error:       987.45276, best error:       817.23083 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.2923889160s, input_fired_time: 0.9769877791, output_fired_time: 0.6222785711, propagate_forward_time: 36.2318687439, propagate_backward_time: 51.3611946106, weight_update_time: 0.0958234221, other_time: 2.1000595093
epoch time: 7.3127799034s, input_fired_time: 0.1058891043, output_fired_time: 0.0000000000, propagate_forward_time: 6.8497214317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571691513
validation[          , genome  7095] predictions:    9745/  10000 (97.45%), best:    9756/10000 (97.56%), error:       837.49585, best error:       817.23083 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.1288452148s, input_fired_time: 0.9425487518, output_fired_time: 0.6106101871, propagate_forward_time: 33.9266281128, propagate_backward_time: 49.6337203979, weight_update_time: 0.0908333212, other_time: 2.0153350830
epoch time: 7.1664843559s, input_fired_time: 0.1054706499, output_fired_time: 0.0000000000, propagate_forward_time: 6.7052807808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557329178
validation[          , genome  7095] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       868.06299, best error:       817.23083 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 87.1478729248s, input_fired_time: 0.9339761138, output_fired_time: 0.6076650023, propagate_forward_time: 33.4298667908, propagate_backward_time: 50.1786880493, weight_update_time: 0.0904071108, other_time: 1.9976768494
epoch time: 7.1887397766s, input_fired_time: 0.1040639728, output_fired_time: 0.0000000000, propagate_forward_time: 6.7276535034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570222855
validation[          , genome  7095] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       862.39075, best error:       817.23083 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.9785003662s, input_fired_time: 0.9399956465, output_fired_time: 0.6019217372, propagate_forward_time: 34.0595359802, propagate_backward_time: 50.3303337097, weight_update_time: 0.0930875465, other_time: 2.0467147827
epoch time: 7.2661399841s, input_fired_time: 0.1050856784, output_fired_time: 0.0000000000, propagate_forward_time: 6.8026127815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584413528
validation[          , genome  7095] predictions:    9744/  10000 (97.44%), best:    9756/10000 (97.56%), error:       848.25928, best error:       817.23083 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.8826217651s, input_fired_time: 0.9921714664, output_fired_time: 0.6417208910, propagate_forward_time: 36.4799652100, propagate_backward_time: 53.6371345520, weight_update_time: 0.0961325094, other_time: 2.1316261292
epoch time: 7.4483060837s, input_fired_time: 0.1090149134, output_fired_time: 0.0000000000, propagate_forward_time: 6.9659790993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733119965
validation[          , genome  7095] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       860.87360, best error:       817.23083 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.1231918335s, input_fired_time: 0.9597597718, output_fired_time: 0.6233963966, propagate_forward_time: 34.8963890076, propagate_backward_time: 51.5941963196, weight_update_time: 0.0920758545, other_time: 2.0494461060
epoch time: 6.6069960594s, input_fired_time: 0.0995518863, output_fired_time: 0.0000000000, propagate_forward_time: 6.1703057289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371386528
validation[          , genome  7095] predictions:    9691/  10000 (96.91%), best:    9756/10000 (97.56%), error:       987.57593, best error:       817.23083 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.0864028931s, input_fired_time: 1.0037945509, output_fired_time: 0.6662340760, propagate_forward_time: 38.4167366028, propagate_backward_time: 55.8220748901, weight_update_time: 0.0998786166, other_time: 2.1775627136
epoch time: 7.2731981277s, input_fired_time: 0.1050061807, output_fired_time: 0.0000000000, propagate_forward_time: 6.8162617683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519301414
validation[          , genome  7095] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       829.88831, best error:       817.23083 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.6430130005s, input_fired_time: 0.9694800973, output_fired_time: 0.6437023282, propagate_forward_time: 36.3305587769, propagate_backward_time: 53.5911102295, weight_update_time: 0.0951778516, other_time: 2.1081619263
epoch time: 7.3499002457s, input_fired_time: 0.1051467583, output_fired_time: 0.0000000000, propagate_forward_time: 6.8825469017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622064590
validation[          , genome  7095] predictions:    9762/  10000 (97.62%), best:    9756/10000 (97.56%), error:       822.91321, best error:       817.23083 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.0102920532s, input_fired_time: 0.9751332998, output_fired_time: 0.6290964484, propagate_forward_time: 35.9243164062, propagate_backward_time: 52.3640899658, weight_update_time: 0.0949932933, other_time: 2.1176528931
epoch time: 8.8887853622s, input_fired_time: 0.1225579530, output_fired_time: 0.0000000000, propagate_forward_time: 8.3482828140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179449081
validation[          , genome  7095] predictions:    9700/  10000 (97.00%), best:    9756/10000 (97.56%), error:      1009.61090, best error:       817.23083 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.6192169189s, input_fired_time: 0.9843272567, output_fired_time: 0.6458366513, propagate_forward_time: 36.8176345825, propagate_backward_time: 54.0411605835, weight_update_time: 0.0970297307, other_time: 2.1302566528
epoch time: 7.2766528130s, input_fired_time: 0.1046935096, output_fired_time: 0.0000000000, propagate_forward_time: 6.8167152405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552441597
validation[          , genome  7095] predictions:    9676/  10000 (96.76%), best:    9756/10000 (97.56%), error:      1046.81726, best error:       817.23083 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.8710250854s, input_fired_time: 1.0111232996, output_fired_time: 0.6665132642, propagate_forward_time: 38.0719146729, propagate_backward_time: 55.9162673950, weight_update_time: 0.1146417260, other_time: 2.2052078247
epoch time: 7.7995166779s, input_fired_time: 0.1100792587, output_fired_time: 0.0000000000, propagate_forward_time: 7.3125643730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768730164
validation[          , genome  7095] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       877.25568, best error:       817.23083 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.0744323730s, input_fired_time: 1.0218460560, output_fired_time: 0.6645706296, propagate_forward_time: 38.8226585388, propagate_backward_time: 55.3434486389, weight_update_time: 0.1012814268, other_time: 2.2219085693
epoch time: 7.3910155296s, input_fired_time: 0.1063354313, output_fired_time: 0.0000000000, propagate_forward_time: 6.9221787453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625011444
validation[          , genome  7095] predictions:    9679/  10000 (96.79%), best:    9756/10000 (97.56%), error:      1020.70099, best error:       817.23083 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.1650695801s, input_fired_time: 0.9464975595, output_fired_time: 0.6122083068, propagate_forward_time: 34.7347373962, propagate_backward_time: 50.8177032471, weight_update_time: 0.0924102813, other_time: 2.0539283752
epoch time: 9.3925685883s, input_fired_time: 0.1239369512, output_fired_time: 0.0000000000, propagate_forward_time: 8.8315658569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370660782
validation[          , genome  7095] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       916.12701, best error:       817.23083 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 93.0702819824s, input_fired_time: 0.9795603156, output_fired_time: 0.6391689777, propagate_forward_time: 36.6110534668, propagate_backward_time: 52.7299499512, weight_update_time: 0.0964441597, other_time: 2.1105499268
epoch time: 7.4036326408s, input_fired_time: 0.1064303294, output_fired_time: 0.0000000000, propagate_forward_time: 6.9355511665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616509438
validation[          , genome  7095] predictions:    9744/  10000 (97.44%), best:    9756/10000 (97.56%), error:       832.03015, best error:       817.23083 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.1468887329s, input_fired_time: 0.9313162565, output_fired_time: 0.6085271835, propagate_forward_time: 34.1247444153, propagate_backward_time: 49.4687500000, weight_update_time: 0.0883611366, other_time: 2.0135536194
epoch time: 8.6899509430s, input_fired_time: 0.1189628318, output_fired_time: 0.0000000000, propagate_forward_time: 8.1607513428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102363586
validation[          , genome  7095] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       794.96759, best error:       794.96759 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 100.0631179810s, input_fired_time: 1.0112185478, output_fired_time: 0.6795555353, propagate_forward_time: 39.2522087097, propagate_backward_time: 56.8981781006, weight_update_time: 0.0981333703, other_time: 2.2219581604
epoch time: 7.2999434471s, input_fired_time: 0.1041793078, output_fired_time: 0.0000000000, propagate_forward_time: 6.8304824829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652815819
validation[          , genome  7095] predictions:    9649/  10000 (96.49%), best:    9778/10000 (97.78%), error:      1065.97900, best error:       794.96759 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 89.0873031616s, input_fired_time: 0.9616436958, output_fired_time: 0.6210363507, propagate_forward_time: 34.7870635986, propagate_backward_time: 50.6951751709, weight_update_time: 0.0884489194, other_time: 2.0223846436
epoch time: 7.5566706657s, input_fired_time: 0.1072089449, output_fired_time: 0.0000000000, propagate_forward_time: 7.0824799538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669819832
validation[          , genome  7095] predictions:    9716/  10000 (97.16%), best:    9778/10000 (97.78%), error:       937.07062, best error:       794.96759 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.5748748779s, input_fired_time: 0.9615640044, output_fired_time: 0.6205862761, propagate_forward_time: 35.7326736450, propagate_backward_time: 51.1881141663, weight_update_time: 0.0950021967, other_time: 2.0719413757
epoch time: 9.6776847839s, input_fired_time: 0.1310302764, output_fired_time: 0.0000000000, propagate_forward_time: 9.1029081345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437465668
validation[          , genome  7095] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       870.34668, best error:       794.96759 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 94.0605697632s, input_fired_time: 0.9833148122, output_fired_time: 0.6419312954, propagate_forward_time: 36.9139137268, propagate_backward_time: 53.3928527832, weight_update_time: 0.0969098061, other_time: 2.1285591125
epoch time: 7.4129652977s, input_fired_time: 0.1070021838, output_fired_time: 0.0000000000, propagate_forward_time: 6.9383339882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676290512
validation[          , genome  7095] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       879.75861, best error:       794.96759 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 101.8957443237s, input_fired_time: 1.0375407934, output_fired_time: 0.6899547577, propagate_forward_time: 40.0179977417, propagate_backward_time: 57.9033203125, weight_update_time: 0.1034348384, other_time: 2.2469253540
epoch time: 9.6981019974s, input_fired_time: 0.1316170692, output_fired_time: 0.0000000000, propagate_forward_time: 9.1223878860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440965652
validation[          , genome  7095] predictions:    9730/  10000 (97.30%), best:    9778/10000 (97.78%), error:       877.59851, best error:       794.96759 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.3108749390s, input_fired_time: 0.9456952214, output_fired_time: 0.6104362607, propagate_forward_time: 34.4588050842, propagate_backward_time: 50.2616691589, weight_update_time: 0.0897721946, other_time: 2.0342712402
epoch time: 6.6742525101s, input_fired_time: 0.0977369025, output_fired_time: 0.0000000000, propagate_forward_time: 6.2381281853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383874893
validation[          , genome  7095] predictions:    9699/  10000 (96.99%), best:    9778/10000 (97.78%), error:       941.61047, best error:       794.96759 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.6546096802s, input_fired_time: 0.9613298178, output_fired_time: 0.6194404364, propagate_forward_time: 35.2866401672, propagate_backward_time: 50.7186508179, weight_update_time: 0.0935404971, other_time: 2.0685539246
epoch time: 7.6673059464s, input_fired_time: 0.1103393883, output_fired_time: 0.0000000000, propagate_forward_time: 7.1829423904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740243912
validation[          , genome  7095] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       846.86578, best error:       794.96759 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.0347366333s, input_fired_time: 0.9942883849, output_fired_time: 0.6507055759, propagate_forward_time: 37.3610191345, propagate_backward_time: 53.8764152527, weight_update_time: 0.0974713713, other_time: 2.1523132324
epoch time: 9.7061338425s, input_fired_time: 0.1316080391, output_fired_time: 0.0000000000, propagate_forward_time: 9.1267385483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477872849
validation[          , genome  7095] predictions:    9715/  10000 (97.15%), best:    9778/10000 (97.78%), error:       940.87823, best error:       794.96759 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.6318283081s, input_fired_time: 1.0203260183, output_fired_time: 0.6699468493, propagate_forward_time: 38.9453926086, propagate_backward_time: 55.7683715820, weight_update_time: 0.1020705625, other_time: 2.2277946472
epoch time: 7.6276412010s, input_fired_time: 0.1092027202, output_fired_time: 0.0000000000, propagate_forward_time: 7.1427774429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756608963
validation[          , genome  7095] predictions:    9712/  10000 (97.12%), best:    9778/10000 (97.78%), error:       930.92755, best error:       794.96759 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.8285751343s, input_fired_time: 1.0199331045, output_fired_time: 0.6818406582, propagate_forward_time: 39.3401603699, propagate_backward_time: 56.5523719788, weight_update_time: 0.1017999575, other_time: 2.2342681885
epoch time: 7.4077467918s, input_fired_time: 0.1080350876, output_fired_time: 0.0000000000, propagate_forward_time: 6.9380807877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616309166
validation[          , genome  7095] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       874.01306, best error:       794.96759 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.8509063721s, input_fired_time: 1.0300359726, output_fired_time: 0.6859666705, propagate_forward_time: 39.5073471069, propagate_backward_time: 56.4048614502, weight_update_time: 0.1014258713, other_time: 2.2226943970
epoch time: 7.3449139595s, input_fired_time: 0.1086892411, output_fired_time: 0.0000000000, propagate_forward_time: 6.8787841797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574404716
validation[          , genome  7095] predictions:    9712/  10000 (97.12%), best:    9778/10000 (97.78%), error:       923.53845, best error:       794.96759 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 87.9384307861s, input_fired_time: 0.9580093026, output_fired_time: 0.6032533050, propagate_forward_time: 34.2021636963, propagate_backward_time: 50.1459960938, weight_update_time: 0.0921001434, other_time: 2.0290069580
epoch time: 7.4147577286s, input_fired_time: 0.1093424559, output_fired_time: 0.0000000000, propagate_forward_time: 6.9439005852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615145683
validation[          , genome  7095] predictions:    9739/  10000 (97.39%), best:    9778/10000 (97.78%), error:       892.34106, best error:       794.96759 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 105.5223159790s, input_fired_time: 1.0629347563, output_fired_time: 0.7058647275, propagate_forward_time: 41.5785331726, propagate_backward_time: 59.8703269958, weight_update_time: 0.1066851541, other_time: 2.3046569824
epoch time: 9.4570236206s, input_fired_time: 0.1288734823, output_fired_time: 0.0000000000, propagate_forward_time: 8.8934698105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346799850
validation[          , genome  7095] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       818.49847, best error:       794.96759 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 95.6990356445s, input_fired_time: 0.9965683818, output_fired_time: 0.6492491364, propagate_forward_time: 37.5857925415, propagate_backward_time: 54.3064575195, weight_update_time: 0.0987848639, other_time: 2.1609725952
epoch time: 7.8294329643s, input_fired_time: 0.1120386347, output_fired_time: 0.0000000000, propagate_forward_time: 7.3421092033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752851486
validation[          , genome  7095] predictions:    9747/  10000 (97.47%), best:    9778/10000 (97.78%), error:       847.41724, best error:       794.96759 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.7590026855s, input_fired_time: 0.9277332425, output_fired_time: 0.5975087285, propagate_forward_time: 33.3094596863, propagate_backward_time: 48.9329223633, weight_update_time: 0.0855536908, other_time: 1.9913749695
epoch time: 6.8047022820s, input_fired_time: 0.1010651290, output_fired_time: 0.0000000000, propagate_forward_time: 6.3583679199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452692032
validation[          , genome  7095] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:       972.06927, best error:       794.96759 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.5477676392s, input_fired_time: 1.0027507544, output_fired_time: 0.6576080918, propagate_forward_time: 37.5900955200, propagate_backward_time: 54.1435661316, weight_update_time: 0.0983225703, other_time: 2.1537437439
epoch time: 8.5561685562s, input_fired_time: 0.1214520112, output_fired_time: 0.0000000000, propagate_forward_time: 8.0309019089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038143158
validation[          , genome  7095] predictions:    9754/  10000 (97.54%), best:    9778/10000 (97.78%), error:       817.55347, best error:       794.96759 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 98.7647781372s, input_fired_time: 1.0166530609, output_fired_time: 0.6755527258, propagate_forward_time: 38.6481781006, propagate_backward_time: 56.2091484070, weight_update_time: 0.0992714912, other_time: 2.2152442932
epoch time: 6.7718076706s, input_fired_time: 0.1029698476, output_fired_time: 0.0000000000, propagate_forward_time: 6.3283090591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405289650
validation[          , genome  7095] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       806.91919, best error:       794.96759 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.2266311646s, input_fired_time: 0.9524452090, output_fired_time: 0.6087829471, propagate_forward_time: 33.9781684875, propagate_backward_time: 50.6329002380, weight_update_time: 0.0903270021, other_time: 2.0543365479
epoch time: 6.6497983932s, input_fired_time: 0.1011597142, output_fired_time: 0.0000000000, propagate_forward_time: 6.2110333443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376054764
validation[          , genome  7095] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       822.83350, best error:       794.96759 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 90.0632095337s, input_fired_time: 0.9676992297, output_fired_time: 0.6182000041, propagate_forward_time: 35.1108131409, propagate_backward_time: 51.2473945618, weight_update_time: 0.0904168040, other_time: 2.1191024780
epoch time: 9.1646175385s, input_fired_time: 0.1286226362, output_fired_time: 0.0000000000, propagate_forward_time: 8.6070919037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289026260
validation[          , genome  7095] predictions:    9753/  10000 (97.53%), best:    9778/10000 (97.78%), error:       822.94464, best error:       794.96759 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.9462814331s, input_fired_time: 0.9571087956, output_fired_time: 0.6221907139, propagate_forward_time: 34.6146125793, propagate_backward_time: 50.7326774597, weight_update_time: 0.0934357643, other_time: 2.0196914673
epoch time: 7.3109831810s, input_fired_time: 0.1083074957, output_fired_time: 0.0000000000, propagate_forward_time: 6.8454642296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572115898
validation[          , genome  7095] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       831.15259, best error:       794.96759 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.7810287476s, input_fired_time: 0.9524180293, output_fired_time: 0.6178792715, propagate_forward_time: 34.4543609619, propagate_backward_time: 50.7244338989, weight_update_time: 0.0934995860, other_time: 2.0319366455
epoch time: 9.0339717865s, input_fired_time: 0.1257303953, output_fired_time: 0.0000000000, propagate_forward_time: 8.4826412201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256000519
validation[          , genome  7095] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       840.10034, best error:       794.96759 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.9739685059s, input_fired_time: 1.0015687943, output_fired_time: 0.6542987227, propagate_forward_time: 37.6675224304, propagate_backward_time: 54.5015563965, weight_update_time: 0.0993450433, other_time: 2.1490211487
epoch time: 7.4392814636s, input_fired_time: 0.1101659611, output_fired_time: 0.0000000000, propagate_forward_time: 6.9601554871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689599037
validation[          , genome  7095] predictions:    9772/  10000 (97.72%), best:    9778/10000 (97.78%), error:       800.69122, best error:       794.96759 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.9456634521s, input_fired_time: 0.9734229445, output_fired_time: 0.6294168234, propagate_forward_time: 35.8569259644, propagate_backward_time: 52.4053840637, weight_update_time: 0.0957508087, other_time: 2.0805168152
epoch time: 7.4492588043s, input_fired_time: 0.1073624715, output_fired_time: 0.0000000000, propagate_forward_time: 6.9755468369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663496971
validation[          , genome  7095] predictions:    9720/  10000 (97.20%), best:    9778/10000 (97.78%), error:       947.75336, best error:       794.96759 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 101.4806060791s, input_fired_time: 1.0351002216, output_fired_time: 0.6936040521, propagate_forward_time: 40.2414016724, propagate_backward_time: 57.2823257446, weight_update_time: 0.1003305539, other_time: 2.2281723022
epoch time: 7.5396857262s, input_fired_time: 0.1138143465, output_fired_time: 0.0000000000, propagate_forward_time: 7.0609698296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649015427
validation[          , genome  7095] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       842.17957, best error:       794.96759 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 96.0063629150s, input_fired_time: 0.9933302999, output_fired_time: 0.6583058834, propagate_forward_time: 37.5499954224, propagate_backward_time: 54.6779403687, weight_update_time: 0.0949794352, other_time: 2.1267929077
epoch time: 7.4167675972s, input_fired_time: 0.1094592586, output_fired_time: 0.0000000000, propagate_forward_time: 6.9420886040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652195930
validation[          , genome  7095] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       812.43762, best error:       794.96759 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.0911178589s, input_fired_time: 0.9805379510, output_fired_time: 0.6220706701, propagate_forward_time: 35.3580551147, propagate_backward_time: 51.0403480530, weight_update_time: 0.0932246447, other_time: 2.0901069641
epoch time: 6.6053848267s, input_fired_time: 0.1051548570, output_fired_time: 0.0000000000, propagate_forward_time: 6.1616468430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385829926
validation[          , genome  7095] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       820.81488, best error:       794.96759 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 83.7993774414s, input_fired_time: 0.9610854387, output_fired_time: 0.5871979594, propagate_forward_time: 32.7198638916, propagate_backward_time: 47.5195999146, weight_update_time: 0.0889756829, other_time: 2.0116348267
epoch time: 8.4321498871s, input_fired_time: 0.1178871989, output_fired_time: 0.0000000000, propagate_forward_time: 7.9170179367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972444534
validation[          , genome  7095] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       823.39392, best error:       794.96759 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.4177398682s, input_fired_time: 0.9926213026, output_fired_time: 0.6508826613, propagate_forward_time: 37.4452209473, propagate_backward_time: 54.2168388367, weight_update_time: 0.0954068825, other_time: 2.1121788025
epoch time: 9.7038602829s, input_fired_time: 0.1307853162, output_fired_time: 0.0000000000, propagate_forward_time: 9.1296892166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433860779
validation[          , genome  7095] predictions:    9753/  10000 (97.53%), best:    9778/10000 (97.78%), error:       816.25854, best error:       794.96759 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 87.7571792603s, input_fired_time: 0.9455153346, output_fired_time: 0.6022191644, propagate_forward_time: 34.3672599792, propagate_backward_time: 49.8369827271, weight_update_time: 0.0895851478, other_time: 2.0051994324
epoch time: 7.0473856926s, input_fired_time: 0.1046322584, output_fired_time: 0.0000000000, propagate_forward_time: 6.5979385376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448147774
validation[          , genome  7095] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       845.93982, best error:       794.96759 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.0040817261s, input_fired_time: 0.9376222491, output_fired_time: 0.6139650345, propagate_forward_time: 33.3543128967, propagate_backward_time: 50.1620750427, weight_update_time: 0.0861447901, other_time: 1.9361038208
epoch time: 6.9959368706s, input_fired_time: 0.1044237018, output_fired_time: 0.0000000000, propagate_forward_time: 6.5470657349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444476128
validation[          , genome  7095] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       836.77917, best error:       794.96759 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 87.3956832886s, input_fired_time: 0.9442147613, output_fired_time: 0.6004034877, propagate_forward_time: 34.1522254944, propagate_backward_time: 49.7049102783, weight_update_time: 0.0893421695, other_time: 1.9939308167
epoch time: 9.6897306442s, input_fired_time: 0.1307417899, output_fired_time: 0.0000000000, propagate_forward_time: 9.1152763367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437122345
validation[          , genome  7095] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       856.71051, best error:       794.96759 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.2033691406s, input_fired_time: 0.9840614200, output_fired_time: 0.6214817762, propagate_forward_time: 35.0760688782, propagate_backward_time: 51.4311561584, weight_update_time: 0.0936229900, other_time: 2.0905990601
epoch time: 6.7493405342s, input_fired_time: 0.1062751934, output_fired_time: 0.0000000000, propagate_forward_time: 6.2986764908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443889618
validation[          , genome  7095] predictions:    9754/  10000 (97.54%), best:    9778/10000 (97.78%), error:       861.88672, best error:       794.96759 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.2384719849s, input_fired_time: 0.9497331977, output_fired_time: 0.6099203825, propagate_forward_time: 34.4361190796, propagate_backward_time: 51.2123413086, weight_update_time: 0.0903885886, other_time: 2.0303649902
epoch time: 7.3133082390s, input_fired_time: 0.1074631065, output_fired_time: 0.0000000000, propagate_forward_time: 6.8539876938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518576622
validation[          , genome  7095] predictions:    9744/  10000 (97.44%), best:    9778/10000 (97.78%), error:       855.79962, best error:       794.96759 on epoch:    67, 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: 36.8031501770s, input_fired_time: 0.5229816437, output_fired_time: 0.0000000000, propagate_forward_time: 34.4476394653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8325271606
best training[          , genome  7095] predictions:   49551/  50000 (99.10%), best:    9778/10000 (97.78%), error:      1714.24146, best error:       794.96759 on epoch:    67, 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: 7.9890599251s, input_fired_time: 0.1096679270, output_fired_time: 0.0000000000, propagate_forward_time: 7.4888997078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904924393
   testing[          , genome  7095] predictions:    9786/  10000 (97.86%), best:    9778/10000 (97.78%), error:       685.41351, best error:       794.96759 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:31:57 (37343): called boinc_finish(0)

</stderr_txt>
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