Nameexact_genome_1512568488_43_7121_1
Workunit2606867
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:17 UTC
Report deadline18 Dec 2017, 7:08:12 UTC
Received8 Dec 2017, 10:29:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 51 min 1 sec
CPU time2 hours 51 min 1 sec
Validate stateValid
Credit2,573.60
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.31 MB
Peak swap size153.01 MB
Peak disk usage1.20 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
arning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 92.9513549805s, input_fired_time: 1.0732450485, output_fired_time: 0.6568484306, propagate_forward_time: 35.9713821411, propagate_backward_time: 53.3421325684, weight_update_time: 0.0810546651, other_time: 1.9077529907
epoch time: 7.6412777901s, input_fired_time: 0.1114164293, output_fired_time: 0.0000000000, propagate_forward_time: 7.1921768188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376846313
validation[          , genome  7121] predictions:    9695/  10000 (96.95%), best:    9715/10000 (97.15%), error:      1049.02600, best error:       975.01031 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.1147003174s, input_fired_time: 1.0727196932, output_fired_time: 0.6636788845, propagate_forward_time: 36.0101890564, propagate_backward_time: 53.4547233582, weight_update_time: 0.0812330171, other_time: 1.9133834839
epoch time: 7.7055583000s, input_fired_time: 0.1121989042, output_fired_time: 0.0000000000, propagate_forward_time: 7.2501645088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431949615
validation[          , genome  7121] predictions:    9653/  10000 (96.53%), best:    9715/10000 (97.15%), error:      1222.30066, best error:       975.01031 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.0426940918s, input_fired_time: 1.0806611776, output_fired_time: 0.6645972133, propagate_forward_time: 36.0066032410, propagate_backward_time: 53.3325958252, weight_update_time: 0.0810711980, other_time: 1.9582405090
epoch time: 7.7031040192s, input_fired_time: 0.1121345013, output_fired_time: 0.0000000000, propagate_forward_time: 7.2505474091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404221535
validation[          , genome  7121] predictions:    9680/  10000 (96.80%), best:    9715/10000 (97.15%), error:      1102.46509, best error:       975.01031 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.4816284180s, input_fired_time: 1.0819690228, output_fired_time: 0.6731679440, propagate_forward_time: 36.1565437317, propagate_backward_time: 53.6244812012, weight_update_time: 0.0811770782, other_time: 1.9454689026
epoch time: 7.6941361427s, input_fired_time: 0.1133777648, output_fired_time: 0.0000000000, propagate_forward_time: 7.2378654480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428931236
validation[          , genome  7121] predictions:    9693/  10000 (96.93%), best:    9715/10000 (97.15%), error:      1059.38586, best error:       975.01031 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 93.4735565186s, input_fired_time: 1.0888726711, output_fired_time: 0.6661790609, propagate_forward_time: 36.1326446533, propagate_backward_time: 53.6332092285, weight_update_time: 0.0837866142, other_time: 1.9526519775
epoch time: 7.6538686752s, input_fired_time: 0.1153246239, output_fired_time: 0.0000000000, propagate_forward_time: 7.1962552071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422889709
validation[          , genome  7121] predictions:    9607/  10000 (96.07%), best:    9715/10000 (97.15%), error:      1282.63867, best error:       975.01031 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 93.1847381592s, input_fired_time: 1.0915728807, output_fired_time: 0.6537517309, propagate_forward_time: 36.0762138367, propagate_backward_time: 53.4200592041, weight_update_time: 0.0878144279, other_time: 1.9431343079
epoch time: 7.6479229927s, input_fired_time: 0.1142696813, output_fired_time: 0.0000000000, propagate_forward_time: 7.1936659813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399872780
validation[          , genome  7121] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       912.66785, best error:       912.66785 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.1115951538s, input_fired_time: 1.0955364704, output_fired_time: 0.6555498242, propagate_forward_time: 36.0093879700, propagate_backward_time: 53.3953819275, weight_update_time: 0.0876480639, other_time: 1.9557418823
epoch time: 7.6934204102s, input_fired_time: 0.1161691919, output_fired_time: 0.0000000000, propagate_forward_time: 7.2321710587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450803757
validation[          , genome  7121] predictions:    9688/  10000 (96.88%), best:    9730/10000 (97.30%), error:      1068.24243, best error:       912.66785 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 94.5009536743s, input_fired_time: 1.1087239981, output_fired_time: 0.6651123762, propagate_forward_time: 36.5349617004, propagate_backward_time: 54.1964416504, weight_update_time: 0.0870620310, other_time: 1.9957084656
epoch time: 7.6577119827s, input_fired_time: 0.1137698963, output_fired_time: 0.0000000000, propagate_forward_time: 7.2066860199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372559547
validation[          , genome  7121] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1101.05408, best error:       912.66785 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 93.2970428467s, input_fired_time: 1.0936648846, output_fired_time: 0.6553632021, propagate_forward_time: 36.0960044861, propagate_backward_time: 53.5018501282, weight_update_time: 0.0878517404, other_time: 1.9501571655
epoch time: 7.6422615051s, input_fired_time: 0.1138056442, output_fired_time: 0.0000000000, propagate_forward_time: 7.1917066574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367490768
validation[          , genome  7121] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:      1009.86377, best error:       912.66785 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 93.3079833984s, input_fired_time: 1.0892752409, output_fired_time: 0.6544383764, propagate_forward_time: 36.1034927368, propagate_backward_time: 53.5083007812, weight_update_time: 0.0881159157, other_time: 1.9524765015
epoch time: 7.6671795845s, input_fired_time: 0.1152404025, output_fired_time: 0.0000000000, propagate_forward_time: 7.2137703896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381686211
validation[          , genome  7121] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:      1020.63318, best error:       912.66785 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 93.1747055054s, input_fired_time: 1.0908848047, output_fired_time: 0.6531091928, propagate_forward_time: 36.0600357056, propagate_backward_time: 53.4365959167, weight_update_time: 0.0879636183, other_time: 1.9340858459
epoch time: 7.6627020836s, input_fired_time: 0.1159474179, output_fired_time: 0.0000000000, propagate_forward_time: 7.2085795403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381752968
validation[          , genome  7121] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       920.46417, best error:       912.66785 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 93.0301971436s, input_fired_time: 1.0904486179, output_fired_time: 0.6526710987, propagate_forward_time: 35.9991569519, propagate_backward_time: 53.3571281433, weight_update_time: 0.0878030881, other_time: 1.9307937622
epoch time: 7.6447458267s, input_fired_time: 0.1158391237, output_fired_time: 0.0000000000, propagate_forward_time: 7.1923952103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365116119
validation[          , genome  7121] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1083.34802, best error:       912.66785 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.3567504883s, input_fired_time: 1.0934298038, output_fired_time: 0.6558111906, propagate_forward_time: 36.1346130371, propagate_backward_time: 53.5159912109, weight_update_time: 0.0878533348, other_time: 1.9569091797
epoch time: 7.6472010612s, input_fired_time: 0.1146299839, output_fired_time: 0.0000000000, propagate_forward_time: 7.1933007240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392701149
validation[          , genome  7121] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       901.27997, best error:       901.27997 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 93.6326370239s, input_fired_time: 1.1063601971, output_fired_time: 0.6573866606, propagate_forward_time: 36.2050247192, propagate_backward_time: 53.6838607788, weight_update_time: 0.0883616656, other_time: 1.9800033569
epoch time: 7.6510028839s, input_fired_time: 0.1154215857, output_fired_time: 0.0000000000, propagate_forward_time: 7.1952962875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402848244
validation[          , genome  7121] predictions:    9659/  10000 (96.59%), best:    9725/10000 (97.25%), error:      1083.63550, best error:       901.27997 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 93.3655929565s, input_fired_time: 1.1095246077, output_fired_time: 0.6575982571, propagate_forward_time: 36.1002616882, propagate_backward_time: 53.5319938660, weight_update_time: 0.0880006328, other_time: 1.9662094116
epoch time: 7.6834859848s, input_fired_time: 0.1179343760, output_fired_time: 0.0000000000, propagate_forward_time: 7.2201867104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453650475
validation[          , genome  7121] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:       942.06030, best error:       901.27997 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 93.3202285767s, input_fired_time: 1.1118060350, output_fired_time: 0.6567991376, propagate_forward_time: 36.0878791809, propagate_backward_time: 53.4806709290, weight_update_time: 0.0880164653, other_time: 1.9830703735
epoch time: 7.6522841454s, input_fired_time: 0.1174431592, output_fired_time: 0.0000000000, propagate_forward_time: 7.1945285797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403124809
validation[          , genome  7121] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       975.62128, best error:       901.27997 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.4017410278s, input_fired_time: 1.1149140596, output_fired_time: 0.6585278511, propagate_forward_time: 36.1156883240, propagate_backward_time: 53.5262107849, weight_update_time: 0.0883008018, other_time: 1.9863967896
epoch time: 7.6546511650s, input_fired_time: 0.1169934273, output_fired_time: 0.0000000000, propagate_forward_time: 7.1967315674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409261703
validation[          , genome  7121] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:      1023.41040, best error:       901.27997 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.0561981201s, input_fired_time: 1.1108888388, output_fired_time: 0.6548372507, propagate_forward_time: 35.9852066040, propagate_backward_time: 53.3463096619, weight_update_time: 0.0881198272, other_time: 1.9589576721
epoch time: 7.6616854668s, input_fired_time: 0.1183913276, output_fired_time: 0.0000000000, propagate_forward_time: 7.2003498077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429441452
validation[          , genome  7121] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       963.21948, best error:       901.27997 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 93.0567321777s, input_fired_time: 1.1147261858, output_fired_time: 0.6541369557, propagate_forward_time: 35.9831886292, propagate_backward_time: 53.3475036621, weight_update_time: 0.0882809013, other_time: 1.9571800232
epoch time: 7.6491875648s, input_fired_time: 0.1170698106, output_fired_time: 0.0000000000, propagate_forward_time: 7.1935448647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385729790
validation[          , genome  7121] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       901.34064, best error:       901.27997 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.0998916626s, input_fired_time: 1.1088439226, output_fired_time: 0.6537036300, propagate_forward_time: 36.0218276978, propagate_backward_time: 53.3517036438, weight_update_time: 0.0881595239, other_time: 1.9638175964
epoch time: 7.7935986519s, input_fired_time: 0.1175473779, output_fired_time: 0.0000000000, propagate_forward_time: 7.3293452263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467059135
validation[          , genome  7121] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       898.66028, best error:       898.66028 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 93.1887741089s, input_fired_time: 1.1074198484, output_fired_time: 0.6548646688, propagate_forward_time: 36.0362167358, propagate_backward_time: 53.4572448730, weight_update_time: 0.0877948254, other_time: 1.9330291748
epoch time: 7.7339634895s, input_fired_time: 0.1198720932, output_fired_time: 0.0000000000, propagate_forward_time: 7.2665967941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474946022
validation[          , genome  7121] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       943.81561, best error:       898.66028 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 93.0435562134s, input_fired_time: 1.1048809290, output_fired_time: 0.6528888941, propagate_forward_time: 35.9824409485, propagate_backward_time: 53.3744773865, weight_update_time: 0.0877194852, other_time: 1.9288711548
epoch time: 7.6489982605s, input_fired_time: 0.1174529567, output_fired_time: 0.0000000000, propagate_forward_time: 7.1934165955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381285667
validation[          , genome  7121] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       908.07025, best error:       898.66028 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 93.1080780029s, input_fired_time: 1.1077218056, output_fired_time: 0.6525584459, propagate_forward_time: 36.0236358643, propagate_backward_time: 53.3612632751, weight_update_time: 0.0877745226, other_time: 1.9629020691
epoch time: 7.6724729538s, input_fired_time: 0.1206071302, output_fired_time: 0.0000000000, propagate_forward_time: 7.2136526108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382134438
validation[          , genome  7121] predictions:    9697/  10000 (96.97%), best:    9735/10000 (97.35%), error:      1054.17517, best error:       898.66028 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.6016082764s, input_fired_time: 1.1249368191, output_fired_time: 0.6553325653, propagate_forward_time: 36.2005653381, propagate_backward_time: 53.6683731079, weight_update_time: 0.0882019624, other_time: 1.9523963928
epoch time: 7.6680746078s, input_fired_time: 0.1175048426, output_fired_time: 0.0000000000, propagate_forward_time: 7.2128682137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377013206
validation[          , genome  7121] predictions:    9727/  10000 (97.27%), best:    9735/10000 (97.35%), error:       923.05298, best error:       898.66028 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.7578277588s, input_fired_time: 1.1188248396, output_fired_time: 0.6636577249, propagate_forward_time: 36.2476615906, propagate_backward_time: 53.7705001831, weight_update_time: 0.0882625580, other_time: 1.9571800232
epoch time: 7.6679215431s, input_fired_time: 0.1174281314, output_fired_time: 0.0000000000, propagate_forward_time: 7.2124457359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380475044
validation[          , genome  7121] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       859.21704, best error:       859.21704 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 94.7079544067s, input_fired_time: 1.1201140881, output_fired_time: 0.6666818857, propagate_forward_time: 36.5907249451, propagate_backward_time: 54.3569259644, weight_update_time: 0.0887461156, other_time: 1.9735069275
epoch time: 7.7300643921s, input_fired_time: 0.1200888008, output_fired_time: 0.0000000000, propagate_forward_time: 7.2655978203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443779945
validation[          , genome  7121] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       936.50305, best error:       859.21704 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.1784896851s, input_fired_time: 1.1122138500, output_fired_time: 0.6539921165, propagate_forward_time: 36.0502853394, propagate_backward_time: 53.4225425720, weight_update_time: 0.0880080909, other_time: 1.9394569397
epoch time: 7.6577267647s, input_fired_time: 0.1184835210, output_fired_time: 0.0000000000, propagate_forward_time: 7.1985249519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407182693
validation[          , genome  7121] predictions:    9349/  10000 (93.49%), best:    9748/10000 (97.48%), error:      3076.77686, best error:       859.21704 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

resetting weights to those on epoch: 38
epoch time: 93.3728942871s, input_fired_time: 1.1279563904, output_fired_time: 0.6555221677, propagate_forward_time: 36.0863075256, propagate_backward_time: 53.5285301208, weight_update_time: 0.0888060480, other_time: 1.9745712280
epoch time: 7.6469459534s, input_fired_time: 0.1174239814, output_fired_time: 0.0000000000, propagate_forward_time: 7.1926851273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368368149
validation[          , genome  7121] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1031.71899, best error:       859.21704 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.7583694458s, input_fired_time: 1.1183871031, output_fired_time: 0.6568503976, propagate_forward_time: 36.2615585327, propagate_backward_time: 53.7664337158, weight_update_time: 0.0890372247, other_time: 1.9551391602
epoch time: 7.6533751488s, input_fired_time: 0.1184291765, output_fired_time: 0.0000000000, propagate_forward_time: 7.1943249702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406209946
validation[          , genome  7121] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       947.47308, best error:       859.21704 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 93.2276535034s, input_fired_time: 1.1147685051, output_fired_time: 0.6554802060, propagate_forward_time: 36.0129051208, propagate_backward_time: 53.4718551636, weight_update_time: 0.0881427824, other_time: 1.9726448059
epoch time: 7.6537866592s, input_fired_time: 0.1181014478, output_fired_time: 0.0000000000, propagate_forward_time: 7.1971116066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385734558
validation[          , genome  7121] predictions:    9658/  10000 (96.58%), best:    9748/10000 (97.48%), error:      1240.03174, best error:       859.21704 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.9623565674s, input_fired_time: 1.1093604565, output_fired_time: 0.6524148583, propagate_forward_time: 35.9611740112, propagate_backward_time: 53.3209342957, weight_update_time: 0.0877765417, other_time: 1.9184761047
epoch time: 7.6483716965s, input_fired_time: 0.1188475490, output_fired_time: 0.0000000000, propagate_forward_time: 7.1918621063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376622200
validation[          , genome  7121] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       819.77527, best error:       819.77527 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.9072952271s, input_fired_time: 1.1073199511, output_fired_time: 0.6516510844, propagate_forward_time: 35.9495010376, propagate_backward_time: 53.2837257385, weight_update_time: 0.0877090096, other_time: 1.9150962830
epoch time: 7.6445207596s, input_fired_time: 0.1169525906, output_fired_time: 0.0000000000, propagate_forward_time: 7.1911387444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364295959
validation[          , genome  7121] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       912.49976, best error:       819.77527 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.9113388062s, input_fired_time: 1.1093250513, output_fired_time: 0.6513899565, propagate_forward_time: 35.9560089111, propagate_backward_time: 53.2798767090, weight_update_time: 0.0877680928, other_time: 1.9147415161
epoch time: 7.9146966934s, input_fired_time: 0.1200962290, output_fired_time: 0.0000000000, propagate_forward_time: 7.4458675385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487329483
validation[          , genome  7121] predictions:    9673/  10000 (96.73%), best:    9757/10000 (97.57%), error:      1104.05957, best error:       819.77527 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 93.6582336426s, input_fired_time: 1.1144586802, output_fired_time: 0.6565338373, propagate_forward_time: 36.2255935669, propagate_backward_time: 53.7261581421, weight_update_time: 0.0890499055, other_time: 1.9354934692
epoch time: 7.8373780251s, input_fired_time: 0.1219593957, output_fired_time: 0.0000000000, propagate_forward_time: 7.3685541153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468647003
validation[          , genome  7121] predictions:    9723/  10000 (97.23%), best:    9757/10000 (97.57%), error:       954.46442, best error:       819.77527 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.5424194336s, input_fired_time: 1.1147533655, output_fired_time: 0.6561385393, propagate_forward_time: 36.1682281494, propagate_backward_time: 53.6723060608, weight_update_time: 0.0883708075, other_time: 1.9309959412
epoch time: 7.6500706673s, input_fired_time: 0.1194122806, output_fired_time: 0.0000000000, propagate_forward_time: 7.1932497025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374085426
validation[          , genome  7121] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       823.78589, best error:       819.77527 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.9796829224s, input_fired_time: 1.1082627773, output_fired_time: 0.6519857645, propagate_forward_time: 35.9578742981, propagate_backward_time: 53.3115653992, weight_update_time: 0.0876703188, other_time: 1.9499969482
epoch time: 7.6488199234s, input_fired_time: 0.1197247878, output_fired_time: 0.0000000000, propagate_forward_time: 7.1917386055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373565674
validation[          , genome  7121] predictions:    9728/  10000 (97.28%), best:    9757/10000 (97.57%), error:       891.63550, best error:       819.77527 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 93.0640335083s, input_fired_time: 1.1139709949, output_fired_time: 0.6538032889, propagate_forward_time: 35.9892082214, propagate_backward_time: 53.3726425171, weight_update_time: 0.0878404826, other_time: 1.9344139099
epoch time: 7.6501460075s, input_fired_time: 0.1196383387, output_fired_time: 0.0000000000, propagate_forward_time: 7.1922378540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382697105
validation[          , genome  7121] predictions:    9713/  10000 (97.13%), best:    9757/10000 (97.57%), error:       940.44006, best error:       819.77527 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 92.9668426514s, input_fired_time: 1.1135690212, output_fired_time: 0.6520759463, propagate_forward_time: 35.9558677673, propagate_backward_time: 53.3112487793, weight_update_time: 0.0878672078, other_time: 1.9340782166
epoch time: 7.6497492790s, input_fired_time: 0.1196847707, output_fired_time: 0.0000000000, propagate_forward_time: 7.1916351318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384294510
validation[          , genome  7121] predictions:    9686/  10000 (96.86%), best:    9757/10000 (97.57%), error:      1051.15039, best error:       819.77527 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.9286880493s, input_fired_time: 1.1090980768, output_fired_time: 0.6521654129, propagate_forward_time: 35.9459381104, propagate_backward_time: 53.2941741943, weight_update_time: 0.0880138725, other_time: 1.9273071289
epoch time: 8.2729158401s, input_fired_time: 0.1249957159, output_fired_time: 0.0000000000, propagate_forward_time: 7.7867794037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611402512
validation[          , genome  7121] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       839.00018, best error:       819.77527 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.0836944580s, input_fired_time: 1.1079841852, output_fired_time: 0.6530908346, propagate_forward_time: 35.9986343384, propagate_backward_time: 53.3962478638, weight_update_time: 0.0881765112, other_time: 1.9277343750
epoch time: 7.6573605537s, input_fired_time: 0.1182821989, output_fired_time: 0.0000000000, propagate_forward_time: 7.1956763268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434019089
validation[          , genome  7121] predictions:    9666/  10000 (96.66%), best:    9757/10000 (97.57%), error:      1019.56207, best error:       819.77527 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 93.0642395020s, input_fired_time: 1.0974410772, output_fired_time: 0.6551491022, propagate_forward_time: 36.0085334778, propagate_backward_time: 53.3699378967, weight_update_time: 0.0886508003, other_time: 1.9331741333
epoch time: 7.6448450089s, input_fired_time: 0.1160325184, output_fired_time: 0.0000000000, propagate_forward_time: 7.1912875175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375248909
validation[          , genome  7121] predictions:    9706/  10000 (97.06%), best:    9757/10000 (97.57%), error:       962.53864, best error:       819.77527 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.9439086914s, input_fired_time: 1.0987155437, output_fired_time: 0.6547530293, propagate_forward_time: 35.9541664124, propagate_backward_time: 53.2914848328, weight_update_time: 0.0882573128, other_time: 1.9447860718
epoch time: 7.6430821419s, input_fired_time: 0.1117808819, output_fired_time: 0.0000000000, propagate_forward_time: 7.1932239532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380775452
validation[          , genome  7121] predictions:    9411/  10000 (94.11%), best:    9757/10000 (97.57%), error:      1989.87158, best error:       819.77527 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.4784011841s, input_fired_time: 1.1066547632, output_fired_time: 0.6564909816, propagate_forward_time: 36.1697959900, propagate_backward_time: 53.5969276428, weight_update_time: 0.0888200179, other_time: 1.9485321045
epoch time: 7.6609082222s, input_fired_time: 0.1162087545, output_fired_time: 0.0000000000, propagate_forward_time: 7.2068281174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378715515
validation[          , genome  7121] predictions:    9708/  10000 (97.08%), best:    9757/10000 (97.57%), error:       993.40527, best error:       819.77527 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 94.2963562012s, input_fired_time: 1.1104195118, output_fired_time: 0.6684923172, propagate_forward_time: 36.4813194275, propagate_backward_time: 54.1097602844, weight_update_time: 0.0891122222, other_time: 1.9263610840
epoch time: 7.7119188309s, input_fired_time: 0.1154666096, output_fired_time: 0.0000000000, propagate_forward_time: 7.2551617622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412904739
validation[          , genome  7121] predictions:    9664/  10000 (96.64%), best:    9757/10000 (97.57%), error:      1076.81909, best error:       819.77527 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 93.3310623169s, input_fired_time: 1.1138740778, output_fired_time: 0.6586311460, propagate_forward_time: 36.0724792480, propagate_backward_time: 53.5439949036, weight_update_time: 0.0894690454, other_time: 1.9420814514
epoch time: 7.6743865013s, input_fired_time: 0.1199113205, output_fired_time: 0.0000000000, propagate_forward_time: 7.2057604790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487148285
validation[          , genome  7121] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       869.90460, best error:       819.77527 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.3846740723s, input_fired_time: 1.1230471134, output_fired_time: 0.6587002873, propagate_forward_time: 36.0787925720, propagate_backward_time: 53.5546569824, weight_update_time: 0.0898327902, other_time: 1.9694786072
epoch time: 7.6566314697s, input_fired_time: 0.1180888191, output_fired_time: 0.0000000000, propagate_forward_time: 7.1984238625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401188850
validation[          , genome  7121] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:      1028.54895, best error:       819.77527 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.3664474487s, input_fired_time: 1.1255308390, output_fired_time: 0.6590661407, propagate_forward_time: 36.0902824402, propagate_backward_time: 53.5225257874, weight_update_time: 0.0897938833, other_time: 1.9690399170
epoch time: 7.6546030045s, input_fired_time: 0.1176786944, output_fired_time: 0.0000000000, propagate_forward_time: 7.1963639259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405604362
validation[          , genome  7121] predictions:    9700/  10000 (97.00%), best:    9757/10000 (97.57%), error:       979.24438, best error:       819.77527 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 93.1975555420s, input_fired_time: 1.1229375601, output_fired_time: 0.6579275131, propagate_forward_time: 36.0199127197, propagate_backward_time: 53.4326744080, weight_update_time: 0.0896524563, other_time: 1.9640998840
epoch time: 7.6639714241s, input_fired_time: 0.1193397939, output_fired_time: 0.0000000000, propagate_forward_time: 7.2019128799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427186012
validation[          , genome  7121] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       893.09192, best error:       819.77527 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.1701507568s, input_fired_time: 1.1199308634, output_fired_time: 0.6567772627, propagate_forward_time: 36.0215873718, propagate_backward_time: 53.3958930969, weight_update_time: 0.0893485472, other_time: 1.9759597778
epoch time: 7.6534256935s, input_fired_time: 0.1178761572, output_fired_time: 0.0000000000, propagate_forward_time: 7.1962451935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393044472
validation[          , genome  7121] predictions:    9693/  10000 (96.93%), best:    9757/10000 (97.57%), error:       989.89874, best error:       819.77527 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 93.0415725708s, input_fired_time: 1.1215348244, output_fired_time: 0.6555384994, propagate_forward_time: 35.9840354919, propagate_backward_time: 53.3371429443, weight_update_time: 0.0891543254, other_time: 1.9433174133
epoch time: 7.6576414108s, input_fired_time: 0.1178318709, output_fired_time: 0.0000000000, propagate_forward_time: 7.2005333900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392763138
validation[          , genome  7121] predictions:    9756/  10000 (97.56%), best:    9757/10000 (97.57%), error:       842.63861, best error:       819.77527 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 93.4883575439s, input_fired_time: 1.1269537210, output_fired_time: 0.6583417654, propagate_forward_time: 36.1418609619, propagate_backward_time: 53.6217384338, weight_update_time: 0.0896132290, other_time: 1.9394645691
epoch time: 7.6736798286s, input_fired_time: 0.1179446578, output_fired_time: 0.0000000000, propagate_forward_time: 7.2167282104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390069008
validation[          , genome  7121] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       806.54688, best error:       806.54688 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.3399047852s, input_fired_time: 1.1256169081, output_fired_time: 0.6579540968, propagate_forward_time: 36.0802650452, propagate_backward_time: 53.5184478760, weight_update_time: 0.0898668244, other_time: 1.9576225281
epoch time: 8.3061513901s, input_fired_time: 0.1264384538, output_fired_time: 0.0000000000, propagate_forward_time: 7.8133440018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663692474
validation[          , genome  7121] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       941.87225, best error:       806.54688 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 93.3386993408s, input_fired_time: 1.1318799257, output_fired_time: 0.6593013406, propagate_forward_time: 36.0631675720, propagate_backward_time: 53.5241508484, weight_update_time: 0.0897358507, other_time: 1.9601974487
epoch time: 7.6689653397s, input_fired_time: 0.1206806302, output_fired_time: 0.0000000000, propagate_forward_time: 7.2087783813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395061493
validation[          , genome  7121] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       836.86444, best error:       806.54688 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 93.1478881836s, input_fired_time: 1.1176410913, output_fired_time: 0.6568743587, propagate_forward_time: 35.9989776611, propagate_backward_time: 53.4567909241, weight_update_time: 0.0890916586, other_time: 1.9176063538
epoch time: 7.6489005089s, input_fired_time: 0.1181940883, output_fired_time: 0.0000000000, propagate_forward_time: 7.1926093102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380970955
validation[          , genome  7121] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       918.28448, best error:       806.54688 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 93.8890304565s, input_fired_time: 1.1273161173, output_fired_time: 0.6604045033, propagate_forward_time: 36.3240966797, propagate_backward_time: 53.8062629700, weight_update_time: 0.0894870907, other_time: 1.9709434509
epoch time: 7.6459708214s, input_fired_time: 0.1183749586, output_fired_time: 0.0000000000, propagate_forward_time: 7.1924409866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351550102
validation[          , genome  7121] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       927.56696, best error:       806.54688 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.9722518921s, input_fired_time: 1.1299260855, output_fired_time: 0.6636227965, propagate_forward_time: 36.3628654480, propagate_backward_time: 53.8622398376, weight_update_time: 0.0893932804, other_time: 1.9535980225
epoch time: 7.6721053123s, input_fired_time: 0.1249150112, output_fired_time: 0.0000000000, propagate_forward_time: 7.2064032555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407869339
validation[          , genome  7121] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       910.10577, best error:       806.54688 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.3023376465s, input_fired_time: 1.1252452135, output_fired_time: 0.6585605741, propagate_forward_time: 36.0940933228, propagate_backward_time: 53.4951400757, weight_update_time: 0.0888355821, other_time: 1.9292984009
epoch time: 7.6519513130s, input_fired_time: 0.1182122156, output_fired_time: 0.0000000000, propagate_forward_time: 7.1972022057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365368843
validation[          , genome  7121] predictions:    9712/  10000 (97.12%), best:    9766/10000 (97.66%), error:       942.49225, best error:       806.54688 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 93.4289779663s, input_fired_time: 1.1262409687, output_fired_time: 0.6567804217, propagate_forward_time: 36.1305046082, propagate_backward_time: 53.5835990906, weight_update_time: 0.0892334059, other_time: 1.9318466187
epoch time: 7.6493186951s, input_fired_time: 0.1182429716, output_fired_time: 0.0000000000, propagate_forward_time: 7.1919183731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391575813
validation[          , genome  7121] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       909.46448, best error:       806.54688 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.9694747925s, input_fired_time: 1.1137242317, output_fired_time: 0.6534007788, propagate_forward_time: 35.9798927307, propagate_backward_time: 53.3242378235, weight_update_time: 0.0881781355, other_time: 1.8982162476
epoch time: 7.6423983574s, input_fired_time: 0.1188418269, output_fired_time: 0.0000000000, propagate_forward_time: 7.1907310486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328256607
validation[          , genome  7121] predictions:    9682/  10000 (96.82%), best:    9766/10000 (97.66%), error:      1018.81384, best error:       806.54688 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 95.0638427734s, input_fired_time: 1.1270123720, output_fired_time: 0.6662425399, propagate_forward_time: 36.7975959778, propagate_backward_time: 54.5388259888, weight_update_time: 0.0895628482, other_time: 1.9341621399
epoch time: 7.6400322914s, input_fired_time: 0.1171663627, output_fired_time: 0.0000000000, propagate_forward_time: 7.1899824142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328833580
validation[          , genome  7121] predictions:    9705/  10000 (97.05%), best:    9766/10000 (97.66%), error:       996.96460, best error:       806.54688 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 93.7064743042s, input_fired_time: 1.1186667681, output_fired_time: 0.6593180299, propagate_forward_time: 36.2648200989, propagate_backward_time: 53.7324981689, weight_update_time: 0.0889170319, other_time: 1.9311714172
epoch time: 7.6495060921s, input_fired_time: 0.1197774485, output_fired_time: 0.0000000000, propagate_forward_time: 7.1927857399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369426727
validation[          , genome  7121] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       828.91962, best error:       806.54688 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.0066452026s, input_fired_time: 1.1212728024, output_fired_time: 0.6672949791, propagate_forward_time: 36.3443527222, propagate_backward_time: 53.9269485474, weight_update_time: 0.0892748609, other_time: 1.9467773438
epoch time: 7.9835844040s, input_fired_time: 0.1206889078, output_fired_time: 0.0000000000, propagate_forward_time: 7.5219020844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409934044
validation[          , genome  7121] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       814.29999, best error:       806.54688 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 93.6123046875s, input_fired_time: 1.1257177591, output_fired_time: 0.6618295312, propagate_forward_time: 36.2343750000, propagate_backward_time: 53.6480941772, weight_update_time: 0.0897752047, other_time: 1.9422912598
epoch time: 7.6658897400s, input_fired_time: 0.1194474623, output_fired_time: 0.0000000000, propagate_forward_time: 7.2067289352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397135735
validation[          , genome  7121] predictions:    9690/  10000 (96.90%), best:    9766/10000 (97.66%), error:      1001.04987, best error:       806.54688 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 93.3031997681s, input_fired_time: 1.1200644970, output_fired_time: 0.6578677297, propagate_forward_time: 36.1242141724, propagate_backward_time: 53.4704513550, weight_update_time: 0.0892928988, other_time: 1.9306030273
epoch time: 7.6850409508s, input_fired_time: 0.1190849841, output_fired_time: 0.0000000000, propagate_forward_time: 7.2198109627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461451530
validation[          , genome  7121] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       855.12219, best error:       806.54688 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.9825286865s, input_fired_time: 1.1044067144, output_fired_time: 0.6538196206, propagate_forward_time: 35.9698791504, propagate_backward_time: 53.3613853455, weight_update_time: 0.0882822275, other_time: 1.8930397034
epoch time: 7.6459398270s, input_fired_time: 0.1179801226, output_fired_time: 0.0000000000, propagate_forward_time: 7.1934862137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344736099
validation[          , genome  7121] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       911.82336, best error:       806.54688 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.1354598999s, input_fired_time: 1.1194407940, output_fired_time: 0.6555993557, propagate_forward_time: 36.0094223022, propagate_backward_time: 53.4339332581, weight_update_time: 0.0886107087, other_time: 1.9170646667
epoch time: 7.6441993713s, input_fired_time: 0.1177823395, output_fired_time: 0.0000000000, propagate_forward_time: 7.1923952103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340220451
validation[          , genome  7121] predictions:    9758/  10000 (97.58%), best:    9766/10000 (97.66%), error:       824.25952, best error:       806.54688 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 94.5527496338s, input_fired_time: 1.1339704990, output_fired_time: 0.6658949852, propagate_forward_time: 36.5827445984, propagate_backward_time: 54.2280807495, weight_update_time: 0.0896518007, other_time: 1.9420585632
epoch time: 7.6457862854s, input_fired_time: 0.1182338670, output_fired_time: 0.0000000000, propagate_forward_time: 7.1927604675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347921371
validation[          , genome  7121] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       935.81592, best error:       806.54688 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 93.2438964844s, input_fired_time: 1.1299396753, output_fired_time: 0.6569155455, propagate_forward_time: 36.0693435669, propagate_backward_time: 53.4261054993, weight_update_time: 0.0893191248, other_time: 1.9615974426
epoch time: 7.6713533401s, input_fired_time: 0.1192965135, output_fired_time: 0.0000000000, propagate_forward_time: 7.2163586617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356981277
validation[          , genome  7121] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       826.50812, best error:       806.54688 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 93.3009719849s, input_fired_time: 1.1300611496, output_fired_time: 0.6564409137, propagate_forward_time: 36.0767364502, propagate_backward_time: 53.5180740356, weight_update_time: 0.0886012092, other_time: 1.9196624756
epoch time: 7.6748008728s, input_fired_time: 0.1209191382, output_fired_time: 0.0000000000, propagate_forward_time: 7.2143421173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395395279
validation[          , genome  7121] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       860.07941, best error:       806.54688 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 93.5098342896s, input_fired_time: 1.1304529905, output_fired_time: 0.6605554223, propagate_forward_time: 36.0752601624, propagate_backward_time: 53.7212333679, weight_update_time: 0.0884880498, other_time: 1.9223327637
epoch time: 7.6773853302s, input_fired_time: 0.1202183440, output_fired_time: 0.0000000000, propagate_forward_time: 7.2170276642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401393890
validation[          , genome  7121] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       860.02820, best error:       806.54688 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.2445831299s, input_fired_time: 1.1345795393, output_fired_time: 0.6573289037, propagate_forward_time: 36.0540542603, propagate_backward_time: 53.4787216187, weight_update_time: 0.0886763260, other_time: 1.9198989868
epoch time: 7.9555544853s, input_fired_time: 0.1234922335, output_fired_time: 0.0000000000, propagate_forward_time: 7.4820094109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500528336
validation[          , genome  7121] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       854.78326, best error:       806.54688 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.0966262817s, input_fired_time: 1.1389335394, output_fired_time: 0.6560836434, propagate_forward_time: 36.0103759766, propagate_backward_time: 53.3805351257, weight_update_time: 0.0884202644, other_time: 1.9107017517
epoch time: 7.6826953888s, input_fired_time: 0.1226819009, output_fired_time: 0.0000000000, propagate_forward_time: 7.2218995094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381137848
validation[          , genome  7121] predictions:    9720/  10000 (97.20%), best:    9766/10000 (97.66%), error:       911.19385, best error:       806.54688 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 93.1626281738s, input_fired_time: 1.1391139030, output_fired_time: 0.6568463445, propagate_forward_time: 36.0347328186, propagate_backward_time: 53.4159202576, weight_update_time: 0.0885445997, other_time: 1.9160156250
epoch time: 7.6528463364s, input_fired_time: 0.1209955066, output_fired_time: 0.0000000000, propagate_forward_time: 7.1961598396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356909752
validation[          , genome  7121] predictions:    9730/  10000 (97.30%), best:    9766/10000 (97.66%), error:       930.69830, best error:       806.54688 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.0643997192s, input_fired_time: 1.1397817135, output_fired_time: 0.6558364034, propagate_forward_time: 35.9864234924, propagate_backward_time: 53.3459625244, weight_update_time: 0.0885384828, other_time: 1.9363975525
epoch time: 7.6568007469s, input_fired_time: 0.1218113303, output_fired_time: 0.0000000000, propagate_forward_time: 7.1967949867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381943703
validation[          , genome  7121] predictions:    9705/  10000 (97.05%), best:    9766/10000 (97.66%), error:       936.99292, best error:       806.54688 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.3059158325s, input_fired_time: 1.1417572498, output_fired_time: 0.6582984924, propagate_forward_time: 36.0507659912, propagate_backward_time: 53.5188026428, weight_update_time: 0.0887732282, other_time: 1.9362907410
epoch time: 7.6523060799s, input_fired_time: 0.1205673292, output_fired_time: 0.0000000000, propagate_forward_time: 7.1965932846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351454735
validation[          , genome  7121] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       908.09540, best error:       806.54688 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.4900665283s, input_fired_time: 1.1399146318, output_fired_time: 0.6581561565, propagate_forward_time: 36.1671638489, propagate_backward_time: 53.5919113159, weight_update_time: 0.0885047242, other_time: 1.9329185486
epoch time: 7.6556954384s, input_fired_time: 0.1204845607, output_fired_time: 0.0000000000, propagate_forward_time: 7.1968121529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383989334
validation[          , genome  7121] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       841.14410, best error:       806.54688 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.2681198120s, input_fired_time: 1.1386668682, output_fired_time: 0.6570002437, propagate_forward_time: 36.0815429688, propagate_backward_time: 53.4759330750, weight_update_time: 0.0886828229, other_time: 1.9149818420
epoch time: 8.5292444229s, input_fired_time: 0.1313307732, output_fired_time: 0.0000000000, propagate_forward_time: 8.0296545029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682594299
validation[          , genome  7121] predictions:    9767/  10000 (97.67%), best:    9766/10000 (97.66%), error:       833.70471, best error:       806.54688 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 93.1044998169s, input_fired_time: 1.1347382069, output_fired_time: 0.6556606293, propagate_forward_time: 36.0026626587, propagate_backward_time: 53.4023475647, weight_update_time: 0.0886827409, other_time: 1.9090919495
epoch time: 7.6490101814s, input_fired_time: 0.1211437881, output_fired_time: 0.0000000000, propagate_forward_time: 7.1936807632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341856003
validation[          , genome  7121] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       866.95953, best error:       806.54688 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 93.5000000000s, input_fired_time: 1.1385653019, output_fired_time: 0.6572170854, propagate_forward_time: 36.1635246277, propagate_backward_time: 53.6224212646, weight_update_time: 0.0888820440, other_time: 1.9182701111
epoch time: 7.6428794861s, input_fired_time: 0.1207502112, output_fired_time: 0.0000000000, propagate_forward_time: 7.1900286674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321003914
validation[          , genome  7121] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       834.71582, best error:       806.54688 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.2750244141s, input_fired_time: 1.1326588392, output_fired_time: 0.6585178971, propagate_forward_time: 36.0357322693, propagate_backward_time: 53.5259780884, weight_update_time: 0.0886348039, other_time: 1.9221382141
epoch time: 7.6681103706s, input_fired_time: 0.1228740588, output_fired_time: 0.0000000000, propagate_forward_time: 7.2055749893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396611214
validation[          , genome  7121] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       810.92010, best error:       806.54688 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.6694107056s, input_fired_time: 1.1423140764, output_fired_time: 0.6638604999, propagate_forward_time: 36.2320747375, propagate_backward_time: 53.6771965027, weight_update_time: 0.0896119401, other_time: 1.9539642334
epoch time: 7.6501479149s, input_fired_time: 0.1206888258, output_fired_time: 0.0000000000, propagate_forward_time: 7.1946992874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347597122
validation[          , genome  7121] predictions:    9669/  10000 (96.69%), best:    9766/10000 (97.66%), error:       972.25604, best error:       806.54688 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 93.1819610596s, input_fired_time: 1.1373459101, output_fired_time: 0.6567506194, propagate_forward_time: 36.0440406799, propagate_backward_time: 53.4271316528, weight_update_time: 0.0884740204, other_time: 1.9166908264
epoch time: 7.6540160179s, input_fired_time: 0.1259524673, output_fired_time: 0.0000000000, propagate_forward_time: 7.1930589676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350048065
validation[          , genome  7121] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       854.72394, best error:       806.54688 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 93.0325775146s, input_fired_time: 1.1406421661, output_fired_time: 0.6551426053, propagate_forward_time: 35.9748954773, propagate_backward_time: 53.3494033813, weight_update_time: 0.0882463306, other_time: 1.9124946594
epoch time: 7.6555747986s, input_fired_time: 0.1222773269, output_fired_time: 0.0000000000, propagate_forward_time: 7.1933016777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399958611
validation[          , genome  7121] predictions:    9725/  10000 (97.25%), best:    9766/10000 (97.66%), error:       936.13873, best error:       806.54688 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 92.9930267334s, input_fired_time: 1.1407780647, output_fired_time: 0.6550925374, propagate_forward_time: 35.9686813354, propagate_backward_time: 53.3132286072, weight_update_time: 0.0887321681, other_time: 1.9152488708
epoch time: 8.2345466614s, input_fired_time: 0.1285501271, output_fired_time: 0.0000000000, propagate_forward_time: 7.7400059700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659901619
validation[          , genome  7121] predictions:    9757/  10000 (97.57%), best:    9766/10000 (97.66%), error:       824.31720, best error:       806.54688 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 93.2147140503s, input_fired_time: 1.1421036720, output_fired_time: 0.6584929824, propagate_forward_time: 36.0185012817, propagate_backward_time: 53.4870262146, weight_update_time: 0.0890762508, other_time: 1.9085884094
epoch time: 7.6992979050s, input_fired_time: 0.1211406589, output_fired_time: 0.0000000000, propagate_forward_time: 7.2393646240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387928009
validation[          , genome  7121] predictions:    9668/  10000 (96.68%), best:    9766/10000 (97.66%), error:      1026.88464, best error:       806.54688 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.8676986694s, input_fired_time: 1.1503319740, output_fired_time: 0.6621140242, propagate_forward_time: 36.3109512329, propagate_backward_time: 53.8181419373, weight_update_time: 0.0895802751, other_time: 1.9261589050
epoch time: 7.6658720970s, input_fired_time: 0.1218775436, output_fired_time: 0.0000000000, propagate_forward_time: 7.2070384026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369560242
validation[          , genome  7121] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       826.88226, best error:       806.54688 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 93.6805343628s, input_fired_time: 1.1454153061, output_fired_time: 0.6603085399, propagate_forward_time: 36.2470741272, propagate_backward_time: 53.6896171570, weight_update_time: 0.0891890824, other_time: 1.9381179810
epoch time: 7.6478805542s, input_fired_time: 0.1215259284, output_fired_time: 0.0000000000, propagate_forward_time: 7.1921205521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342342377
validation[          , genome  7121] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       789.77991, best error:       789.77991 on epoch:   100, 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: 38.6601104736s, input_fired_time: 0.6232773066, output_fired_time: 0.0000000000, propagate_forward_time: 36.2882461548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7485885620
best training[          , genome  7121] predictions:   49665/  50000 (99.33%), best:    9781/10000 (97.81%), error:      1452.44214, best error:       789.77991 on epoch:   100, 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: 7.6615509987s, input_fired_time: 0.1206218973, output_fired_time: 0.0000000000, propagate_forward_time: 7.1941204071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468089104
   testing[          , genome  7121] predictions:    9784/  10000 (97.84%), best:    9781/10000 (97.81%), error:       755.21814, best error:       789.77991 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:29:33 (5912): called boinc_finish(0)

</stderr_txt>
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