Nameexact_genome_1512568488_44_7033_0
Workunit2606481
Created7 Dec 2017, 23:25:07 UTC
Sent7 Dec 2017, 23:34:35 UTC
Report deadline17 Dec 2017, 5:52:41 UTC
Received8 Dec 2017, 9:17:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 32 min 24 sec
CPU time2 hours 32 min 24 sec
Validate stateValid
Credit2,315.64
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.61 MB
Peak swap size153.50 MB
Peak disk usage1.20 MB

Stderr output

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

epoch time: 82.6673812866s, input_fired_time: 1.1013665199, output_fired_time: 0.6822831035, propagate_forward_time: 31.6028251648, propagate_backward_time: 47.4340515137, weight_update_time: 0.0767455325, other_time: 1.8468589783
epoch time: 6.7616667747s, input_fired_time: 0.1157395542, output_fired_time: 0.0000000000, propagate_forward_time: 6.3183341026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275933266
validation[          , genome  7033] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       906.08862, best error:       906.08862 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 82.7392883301s, input_fired_time: 1.1014660597, output_fired_time: 0.7025159597, propagate_forward_time: 31.6222610474, propagate_backward_time: 47.4639282227, weight_update_time: 0.0769071504, other_time: 1.8491210938
epoch time: 6.7696824074s, input_fired_time: 0.1172401011, output_fired_time: 0.0000000000, propagate_forward_time: 6.3202548027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321876526
validation[          , genome  7033] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1050.38184, best error:       906.08862 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 82.6973495483s, input_fired_time: 1.1017599106, output_fired_time: 0.6821604967, propagate_forward_time: 31.6021976471, propagate_backward_time: 47.4565925598, weight_update_time: 0.0768492296, other_time: 1.8546409607
epoch time: 6.7618594170s, input_fired_time: 0.1143142581, output_fired_time: 0.0000000000, propagate_forward_time: 6.3187346458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288106918
validation[          , genome  7033] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       961.05554, best error:       906.08862 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 82.8913650513s, input_fired_time: 1.1041758060, output_fired_time: 0.6978275180, propagate_forward_time: 31.6979370117, propagate_backward_time: 47.5388870239, weight_update_time: 0.0770471469, other_time: 1.8525314331
epoch time: 6.7594223022s, input_fired_time: 0.1138732061, output_fired_time: 0.0000000000, propagate_forward_time: 6.3178253174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277239799
validation[          , genome  7033] predictions:    9690/  10000 (96.90%), best:    9737/10000 (97.37%), error:       978.84570, best error:       906.08862 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 82.7650985718s, input_fired_time: 1.1033831835, output_fired_time: 0.6972073913, propagate_forward_time: 31.6361713409, propagate_backward_time: 47.4818420410, weight_update_time: 0.0768850893, other_time: 1.8464965820
epoch time: 6.7634596825s, input_fired_time: 0.1144252196, output_fired_time: 0.0000000000, propagate_forward_time: 6.3216032982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274312019
validation[          , genome  7033] predictions:    9738/  10000 (97.38%), best:    9737/10000 (97.37%), error:       920.87231, best error:       906.08862 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 82.8399505615s, input_fired_time: 1.1016758680, output_fired_time: 0.6965519190, propagate_forward_time: 31.6521682739, propagate_backward_time: 47.5594062805, weight_update_time: 0.0772769004, other_time: 1.8301506042
epoch time: 6.7558155060s, input_fired_time: 0.1142044738, output_fired_time: 0.0000000000, propagate_forward_time: 6.3157629967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258481026
validation[          , genome  7033] predictions:    9730/  10000 (97.30%), best:    9737/10000 (97.37%), error:       943.00763, best error:       906.08862 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 82.7653884888s, input_fired_time: 1.1056286097, output_fired_time: 0.6954622269, propagate_forward_time: 31.6347713470, propagate_backward_time: 47.4964179993, weight_update_time: 0.0769475400, other_time: 1.8331031799
epoch time: 6.7611889839s, input_fired_time: 0.1153603196, output_fired_time: 0.0000000000, propagate_forward_time: 6.3194007874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264279366
validation[          , genome  7033] predictions:    9659/  10000 (96.59%), best:    9737/10000 (97.37%), error:      1088.76538, best error:       906.08862 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.6979446411s, input_fired_time: 1.0971118212, output_fired_time: 0.7014974356, propagate_forward_time: 31.6049327850, propagate_backward_time: 47.4742965698, weight_update_time: 0.0768537149, other_time: 1.8200988770
epoch time: 6.7552981377s, input_fired_time: 0.1142872646, output_fired_time: 0.0000000000, propagate_forward_time: 6.3154153824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255953789
validation[          , genome  7033] predictions:    9726/  10000 (97.26%), best:    9737/10000 (97.37%), error:       942.72620, best error:       906.08862 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 82.6104049683s, input_fired_time: 1.1030988693, output_fired_time: 0.6813498735, propagate_forward_time: 31.5838890076, propagate_backward_time: 47.4231758118, weight_update_time: 0.0768212005, other_time: 1.8188934326
epoch time: 6.7578840256s, input_fired_time: 0.1139191017, output_fired_time: 0.0000000000, propagate_forward_time: 6.3177285194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262362480
validation[          , genome  7033] predictions:    9697/  10000 (96.97%), best:    9737/10000 (97.37%), error:       976.21783, best error:       906.08862 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.7337493896s, input_fired_time: 1.1067993641, output_fired_time: 0.6867288351, propagate_forward_time: 31.6316967010, propagate_backward_time: 47.4836273193, weight_update_time: 0.0769985095, other_time: 1.8248977661
epoch time: 6.7603178024s, input_fired_time: 0.1154331788, output_fired_time: 0.0000000000, propagate_forward_time: 6.3173689842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275156021
validation[          , genome  7033] predictions:    9714/  10000 (97.14%), best:    9737/10000 (97.37%), error:       978.57385, best error:       906.08862 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 82.8679351807s, input_fired_time: 1.1070250273, output_fired_time: 0.6935876608, propagate_forward_time: 31.6385192871, propagate_backward_time: 47.5957870483, weight_update_time: 0.0769458190, other_time: 1.8330154419
epoch time: 6.7600278854s, input_fired_time: 0.1156969965, output_fired_time: 0.0000000000, propagate_forward_time: 6.3169875145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273434639
validation[          , genome  7033] predictions:    9716/  10000 (97.16%), best:    9737/10000 (97.37%), error:       930.54822, best error:       906.08862 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 82.8455581665s, input_fired_time: 1.1177772284, output_fired_time: 0.7055243850, propagate_forward_time: 31.6539630890, propagate_backward_time: 47.5045547485, weight_update_time: 0.0772213414, other_time: 1.8637466431
epoch time: 6.7687420845s, input_fired_time: 0.1178209931, output_fired_time: 0.0000000000, propagate_forward_time: 6.3186950684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322257996
validation[          , genome  7033] predictions:    9736/  10000 (97.36%), best:    9737/10000 (97.37%), error:       909.23749, best error:       906.08862 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 82.9075927734s, input_fired_time: 1.1203421354, output_fired_time: 0.7084705830, propagate_forward_time: 31.6640033722, propagate_backward_time: 47.5295295715, weight_update_time: 0.0773372054, other_time: 1.8852500916
epoch time: 6.7700262070s, input_fired_time: 0.1174442768, output_fired_time: 0.0000000000, propagate_forward_time: 6.3209910393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315911293
validation[          , genome  7033] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:       968.89038, best error:       906.08862 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 82.8798446655s, input_fired_time: 1.1225222349, output_fired_time: 0.6904841065, propagate_forward_time: 31.6546974182, propagate_backward_time: 47.5381164551, weight_update_time: 0.0776056051, other_time: 1.8740272522
epoch time: 6.7675552368s, input_fired_time: 0.1177239344, output_fired_time: 0.0000000000, propagate_forward_time: 6.3195290565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303022385
validation[          , genome  7033] predictions:    9716/  10000 (97.16%), best:    9737/10000 (97.37%), error:       931.86273, best error:       906.08862 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 82.8196334839s, input_fired_time: 1.1193408966, output_fired_time: 0.6983034611, propagate_forward_time: 31.6347370148, propagate_backward_time: 47.4912223816, weight_update_time: 0.0773437023, other_time: 1.8760337830
epoch time: 6.7642078400s, input_fired_time: 0.1149472073, output_fired_time: 0.0000000000, propagate_forward_time: 6.3192777634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299827576
validation[          , genome  7033] predictions:    9700/  10000 (97.00%), best:    9737/10000 (97.37%), error:       958.63928, best error:       906.08862 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 82.7401351929s, input_fired_time: 1.1160998344, output_fired_time: 0.6861768365, propagate_forward_time: 31.6140995026, propagate_backward_time: 47.4581680298, weight_update_time: 0.0774356052, other_time: 1.8655929565
epoch time: 6.7671580315s, input_fired_time: 0.1171623096, output_fired_time: 0.0000000000, propagate_forward_time: 6.3194231987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305726051
validation[          , genome  7033] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       960.35321, best error:       906.08862 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 82.7111053467s, input_fired_time: 1.1126614809, output_fired_time: 0.6834576130, propagate_forward_time: 31.6133499146, propagate_backward_time: 47.4540786743, weight_update_time: 0.0770992041, other_time: 1.8475570679
epoch time: 6.7603907585s, input_fired_time: 0.1162532941, output_fired_time: 0.0000000000, propagate_forward_time: 6.3160929680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280444145
validation[          , genome  7033] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       856.24658, best error:       856.24658 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.7632369995s, input_fired_time: 1.1147748232, output_fired_time: 0.6955172420, propagate_forward_time: 31.6247825623, propagate_backward_time: 47.4738273621, weight_update_time: 0.0771906301, other_time: 1.8543319702
epoch time: 6.7640080452s, input_fired_time: 0.1171078980, output_fired_time: 0.0000000000, propagate_forward_time: 6.3162856102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306145668
validation[          , genome  7033] predictions:    9664/  10000 (96.64%), best:    9740/10000 (97.40%), error:      1094.19580, best error:       856.24658 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 82.6981582642s, input_fired_time: 1.1149833202, output_fired_time: 0.6843503714, propagate_forward_time: 31.5982093811, propagate_backward_time: 47.4434623718, weight_update_time: 0.0771425962, other_time: 1.8571548462
epoch time: 6.8228130341s, input_fired_time: 0.1176915765, output_fired_time: 0.0000000000, propagate_forward_time: 6.3706059456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345155716
validation[          , genome  7033] predictions:    9735/  10000 (97.35%), best:    9740/10000 (97.40%), error:       866.78638, best error:       856.24658 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 82.9500198364s, input_fired_time: 1.1206501722, output_fired_time: 0.6971768737, propagate_forward_time: 31.6678905487, propagate_backward_time: 47.5725288391, weight_update_time: 0.0777644962, other_time: 1.8917732239
epoch time: 6.8552494049s, input_fired_time: 0.1192047894, output_fired_time: 0.0000000000, propagate_forward_time: 6.4004139900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356304169
validation[          , genome  7033] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       824.57373, best error:       824.57373 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 83.0697784424s, input_fired_time: 1.1248245239, output_fired_time: 0.7056743503, propagate_forward_time: 31.7255840302, propagate_backward_time: 47.6076316833, weight_update_time: 0.0778024867, other_time: 1.9060630798
epoch time: 6.7729687691s, input_fired_time: 0.1177795753, output_fired_time: 0.0000000000, propagate_forward_time: 6.3228034973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323855400
validation[          , genome  7033] predictions:    9743/  10000 (97.43%), best:    9751/10000 (97.51%), error:       903.96649, best error:       824.57373 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 82.8737411499s, input_fired_time: 1.1134463549, output_fired_time: 0.7057906389, propagate_forward_time: 31.6607170105, propagate_backward_time: 47.5231285095, weight_update_time: 0.0774469450, other_time: 1.8706588745
epoch time: 6.7883238792s, input_fired_time: 0.1168241948, output_fired_time: 0.0000000000, propagate_forward_time: 6.3410372734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304624557
validation[          , genome  7033] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       793.43701, best error:       793.43701 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 82.8471450806s, input_fired_time: 1.1108255386, output_fired_time: 0.6912427545, propagate_forward_time: 31.6611309052, propagate_backward_time: 47.5109367371, weight_update_time: 0.0773848519, other_time: 1.8730049133
epoch time: 6.7706122398s, input_fired_time: 0.1162391379, output_fired_time: 0.0000000000, propagate_forward_time: 6.3238253593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305478096
validation[          , genome  7033] predictions:    9703/  10000 (97.03%), best:    9763/10000 (97.63%), error:       957.25647, best error:       793.43701 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 82.7449722290s, input_fired_time: 1.1049300432, output_fired_time: 0.6915601492, propagate_forward_time: 31.6154365540, propagate_backward_time: 47.4782791138, weight_update_time: 0.0776117072, other_time: 1.8547706604
epoch time: 6.7633595467s, input_fired_time: 0.1164096668, output_fired_time: 0.0000000000, propagate_forward_time: 6.3178296089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291201591
validation[          , genome  7033] predictions:    9741/  10000 (97.41%), best:    9763/10000 (97.63%), error:       914.47626, best error:       793.43701 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 82.8701858521s, input_fired_time: 1.1125110388, output_fired_time: 0.6894714236, propagate_forward_time: 31.6687355042, propagate_backward_time: 47.5390815735, weight_update_time: 0.0776868388, other_time: 1.8603897095
epoch time: 6.7730636597s, input_fired_time: 0.1184268445, output_fired_time: 0.0000000000, propagate_forward_time: 6.3242816925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303551674
validation[          , genome  7033] predictions:    9746/  10000 (97.46%), best:    9763/10000 (97.63%), error:       816.47327, best error:       793.43701 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.9583053589s, input_fired_time: 1.1187397242, output_fired_time: 0.6887999773, propagate_forward_time: 31.6499366760, propagate_backward_time: 47.6334953308, weight_update_time: 0.0776640996, other_time: 1.8673400879
epoch time: 6.7706923485s, input_fired_time: 0.1182382405, output_fired_time: 0.0000000000, propagate_forward_time: 6.3186497688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338041306
validation[          , genome  7033] predictions:    9729/  10000 (97.29%), best:    9763/10000 (97.63%), error:       876.06049, best error:       793.43701 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 83.2767028809s, input_fired_time: 1.1277474165, output_fired_time: 0.6902694702, propagate_forward_time: 31.8111534119, propagate_backward_time: 47.7609024048, weight_update_time: 0.0777097866, other_time: 1.8866310120
epoch time: 6.7891392708s, input_fired_time: 0.1181442961, output_fired_time: 0.0000000000, propagate_forward_time: 6.3351106644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358840942
validation[          , genome  7033] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       906.81305, best error:       793.43701 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 83.6840972900s, input_fired_time: 1.1412371397, output_fired_time: 0.6938422918, propagate_forward_time: 31.9448871613, propagate_backward_time: 47.9943122864, weight_update_time: 0.0783632621, other_time: 1.9098243713
epoch time: 6.8308229446s, input_fired_time: 0.1196119189, output_fired_time: 0.0000000000, propagate_forward_time: 6.3768348694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343763351
validation[          , genome  7033] predictions:    9702/  10000 (97.02%), best:    9763/10000 (97.63%), error:       977.80286, best error:       793.43701 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 83.0256881714s, input_fired_time: 1.1304633617, output_fired_time: 0.6942952871, propagate_forward_time: 31.7033634186, propagate_backward_time: 47.6017684937, weight_update_time: 0.0778820589, other_time: 1.8957977295
epoch time: 6.7749190331s, input_fired_time: 0.1206681281, output_fired_time: 0.0000000000, propagate_forward_time: 6.3212089539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330421448
validation[          , genome  7033] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:      1020.96539, best error:       793.43701 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 83.1682891846s, input_fired_time: 1.1302062273, output_fired_time: 0.6920474768, propagate_forward_time: 31.7734470367, propagate_backward_time: 47.6749572754, weight_update_time: 0.0779896304, other_time: 1.8976364136
epoch time: 6.7713689804s, input_fired_time: 0.1191129610, output_fired_time: 0.0000000000, propagate_forward_time: 6.3205337524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317222595
validation[          , genome  7033] predictions:    9754/  10000 (97.54%), best:    9763/10000 (97.63%), error:       821.40649, best error:       793.43701 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 82.8025360107s, input_fired_time: 1.1230661869, output_fired_time: 0.6953306794, propagate_forward_time: 31.6136264801, propagate_backward_time: 47.4984321594, weight_update_time: 0.0774305537, other_time: 1.8720817566
epoch time: 6.7655210495s, input_fired_time: 0.1174739897, output_fired_time: 0.0000000000, propagate_forward_time: 6.3182024956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298444748
validation[          , genome  7033] predictions:    9722/  10000 (97.22%), best:    9763/10000 (97.63%), error:       879.43207, best error:       793.43701 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 82.7265853882s, input_fired_time: 1.1130081415, output_fired_time: 0.6858186126, propagate_forward_time: 31.5915622711, propagate_backward_time: 47.4788360596, weight_update_time: 0.0772342160, other_time: 1.8573608398
epoch time: 6.7646012306s, input_fired_time: 0.1174976304, output_fired_time: 0.0000000000, propagate_forward_time: 6.3176283836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294754028
validation[          , genome  7033] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       844.43250, best error:       793.43701 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 82.8001251221s, input_fired_time: 1.1202577353, output_fired_time: 0.7022619247, propagate_forward_time: 31.6478977203, propagate_backward_time: 47.4603118896, weight_update_time: 0.0775037408, other_time: 1.8694000244
epoch time: 6.7729444504s, input_fired_time: 0.1186698824, output_fired_time: 0.0000000000, propagate_forward_time: 6.3185939789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356804848
validation[          , genome  7033] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       778.31836, best error:       778.31836 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 82.7384567261s, input_fired_time: 1.1246094704, output_fired_time: 0.6846702695, propagate_forward_time: 31.6223964691, propagate_backward_time: 47.4313240051, weight_update_time: 0.0774236917, other_time: 1.8754539490
epoch time: 6.7908725739s, input_fired_time: 0.1189392954, output_fired_time: 0.0000000000, propagate_forward_time: 6.3413825035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305506706
validation[          , genome  7033] predictions:    9749/  10000 (97.49%), best:    9781/10000 (97.81%), error:       847.70667, best error:       778.31836 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 83.0127868652s, input_fired_time: 1.1269010305, output_fired_time: 0.6920580864, propagate_forward_time: 31.6722469330, propagate_backward_time: 47.6476821899, weight_update_time: 0.0773306042, other_time: 1.8739013672
epoch time: 6.7667379379s, input_fired_time: 0.1194785386, output_fired_time: 0.0000000000, propagate_forward_time: 6.3181762695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290829659
validation[          , genome  7033] predictions:    9770/  10000 (97.70%), best:    9781/10000 (97.81%), error:       805.41333, best error:       778.31836 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 82.9992523193s, input_fired_time: 1.1279698610, output_fired_time: 0.7097836733, propagate_forward_time: 31.6451950073, propagate_backward_time: 47.6512069702, weight_update_time: 0.0773373619, other_time: 1.8650970459
epoch time: 6.7651515007s, input_fired_time: 0.1191560626, output_fired_time: 0.0000000000, propagate_forward_time: 6.3175029755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284926414
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9781/10000 (97.81%), error:       924.61444, best error:       778.31836 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 83.0126190186s, input_fired_time: 1.1307108402, output_fired_time: 0.6914806366, propagate_forward_time: 31.6316909790, propagate_backward_time: 47.6676063538, weight_update_time: 0.0776161104, other_time: 1.8911247253
epoch time: 6.7781205177s, input_fired_time: 0.1206732020, output_fired_time: 0.0000000000, propagate_forward_time: 6.3252420425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322052956
validation[          , genome  7033] predictions:    9751/  10000 (97.51%), best:    9781/10000 (97.81%), error:       824.10071, best error:       778.31836 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 82.9935150146s, input_fired_time: 1.1287796497, output_fired_time: 0.6900758743, propagate_forward_time: 31.6414337158, propagate_backward_time: 47.6593589783, weight_update_time: 0.0775579512, other_time: 1.8738670349
epoch time: 6.7650723457s, input_fired_time: 0.1179626733, output_fired_time: 0.0000000000, propagate_forward_time: 6.3180813789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290281296
validation[          , genome  7033] predictions:    9734/  10000 (97.34%), best:    9781/10000 (97.81%), error:       852.01849, best error:       778.31836 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 82.9305419922s, input_fired_time: 1.1266381741, output_fired_time: 0.6987077594, propagate_forward_time: 31.6016693115, propagate_backward_time: 47.6422958374, weight_update_time: 0.0773312896, other_time: 1.8612289429
epoch time: 6.7827620506s, input_fired_time: 0.1203482822, output_fired_time: 0.0000000000, propagate_forward_time: 6.3325171471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298964500
validation[          , genome  7033] predictions:    9709/  10000 (97.09%), best:    9781/10000 (97.81%), error:       930.57727, best error:       778.31836 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 82.9477767944s, input_fired_time: 1.1275302172, output_fired_time: 0.6990930438, propagate_forward_time: 31.6228675842, propagate_backward_time: 47.6363449097, weight_update_time: 0.0773061141, other_time: 1.8619346619
epoch time: 6.7696204185s, input_fired_time: 0.1191526875, output_fired_time: 0.0000000000, propagate_forward_time: 6.3180303574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324375153
validation[          , genome  7033] predictions:    9670/  10000 (96.70%), best:    9781/10000 (97.81%), error:      1018.04388, best error:       778.31836 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 83.0252609253s, input_fired_time: 1.1310603619, output_fired_time: 0.6928507686, propagate_forward_time: 31.6501865387, propagate_backward_time: 47.6783752441, weight_update_time: 0.0775531754, other_time: 1.8727951050
epoch time: 6.7689676285s, input_fired_time: 0.1196445897, output_fired_time: 0.0000000000, propagate_forward_time: 6.3192691803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300538063
validation[          , genome  7033] predictions:    9742/  10000 (97.42%), best:    9781/10000 (97.81%), error:       869.47314, best error:       778.31836 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 83.1739349365s, input_fired_time: 1.1296077967, output_fired_time: 0.7009046674, propagate_forward_time: 31.7344532013, propagate_backward_time: 47.7408256531, weight_update_time: 0.0777449831, other_time: 1.8681449890
epoch time: 6.7667722702s, input_fired_time: 0.1196484119, output_fired_time: 0.0000000000, propagate_forward_time: 6.3178782463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292455673
validation[          , genome  7033] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       846.03870, best error:       778.31836 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 83.0020980835s, input_fired_time: 1.1268757582, output_fired_time: 0.6959008574, propagate_forward_time: 31.6380882263, propagate_backward_time: 47.6643257141, weight_update_time: 0.0773893744, other_time: 1.8769073486
epoch time: 6.7788476944s, input_fired_time: 0.1201268137, output_fired_time: 0.0000000000, propagate_forward_time: 6.3264861107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322348595
validation[          , genome  7033] predictions:    9751/  10000 (97.51%), best:    9781/10000 (97.81%), error:       830.02637, best error:       778.31836 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.1486206055s, input_fired_time: 1.1326751709, output_fired_time: 0.7068739533, propagate_forward_time: 31.6777725220, propagate_backward_time: 47.7680702209, weight_update_time: 0.0775193870, other_time: 1.8632316589
epoch time: 6.8353924751s, input_fired_time: 0.1208097115, output_fired_time: 0.0000000000, propagate_forward_time: 6.3828735352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317093849
validation[          , genome  7033] predictions:    9753/  10000 (97.53%), best:    9781/10000 (97.81%), error:       853.37524, best error:       778.31836 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 83.1819915771s, input_fired_time: 1.1365851164, output_fired_time: 0.7127534747, propagate_forward_time: 31.7432155609, propagate_backward_time: 47.7306632996, weight_update_time: 0.0776094571, other_time: 1.8587760925
epoch time: 6.7722263336s, input_fired_time: 0.1210746318, output_fired_time: 0.0000000000, propagate_forward_time: 6.3203778267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307738304
validation[          , genome  7033] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       838.18933, best error:       778.31836 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 82.9939727783s, input_fired_time: 1.1368407011, output_fired_time: 0.6992099881, propagate_forward_time: 31.6361770630, propagate_backward_time: 47.6410217285, weight_update_time: 0.0776343271, other_time: 1.8807220459
epoch time: 6.7754974365s, input_fired_time: 0.1216289625, output_fired_time: 0.0000000000, propagate_forward_time: 6.3219113350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319573402
validation[          , genome  7033] predictions:    9717/  10000 (97.17%), best:    9781/10000 (97.81%), error:       956.60785, best error:       778.31836 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 83.1842193604s, input_fired_time: 1.1400102377, output_fired_time: 0.6942813396, propagate_forward_time: 31.6995506287, propagate_backward_time: 47.7601165771, weight_update_time: 0.0780426189, other_time: 1.8902626038
epoch time: 6.7750277519s, input_fired_time: 0.1206863225, output_fired_time: 0.0000000000, propagate_forward_time: 6.3215107918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328304291
validation[          , genome  7033] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       883.17072, best error:       778.31836 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 83.1064453125s, input_fired_time: 1.1378808022, output_fired_time: 0.7020580173, propagate_forward_time: 31.6939983368, propagate_backward_time: 47.6841850281, weight_update_time: 0.0776974112, other_time: 1.8883247375
epoch time: 6.7753577232s, input_fired_time: 0.1211676374, output_fired_time: 0.0000000000, propagate_forward_time: 6.3204965591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336935043
validation[          , genome  7033] predictions:    9727/  10000 (97.27%), best:    9781/10000 (97.81%), error:       941.38300, best error:       778.31836 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 82.9039306641s, input_fired_time: 1.1358166933, output_fired_time: 0.7062113881, propagate_forward_time: 31.6167488098, propagate_backward_time: 47.5635948181, weight_update_time: 0.0777203739, other_time: 1.8815536499
epoch time: 6.7737851143s, input_fired_time: 0.1208928898, output_fired_time: 0.0000000000, propagate_forward_time: 6.3209156990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319764137
validation[          , genome  7033] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       881.16858, best error:       778.31836 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 82.9586715698s, input_fired_time: 1.1382505894, output_fired_time: 0.6912069321, propagate_forward_time: 31.6119670868, propagate_backward_time: 47.6198348999, weight_update_time: 0.0778693780, other_time: 1.8974075317
epoch time: 6.7753186226s, input_fired_time: 0.1225769669, output_fired_time: 0.0000000000, propagate_forward_time: 6.3212518692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314895630
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9781/10000 (97.81%), error:       943.27344, best error:       778.31836 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 82.9552917480s, input_fired_time: 1.1388145685, output_fired_time: 0.6897784472, propagate_forward_time: 31.6361827850, propagate_backward_time: 47.5928649902, weight_update_time: 0.0776808560, other_time: 1.8976440430
epoch time: 6.7770237923s, input_fired_time: 0.1226475537, output_fired_time: 0.0000000000, propagate_forward_time: 6.3220009804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323750496
validation[          , genome  7033] predictions:    9736/  10000 (97.36%), best:    9781/10000 (97.81%), error:       933.62506, best error:       778.31836 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 82.8627624512s, input_fired_time: 1.1394205093, output_fired_time: 0.7013226748, propagate_forward_time: 31.6426677704, propagate_backward_time: 47.4868278503, weight_update_time: 0.0778630301, other_time: 1.8925209045
epoch time: 6.7777514458s, input_fired_time: 0.1230144873, output_fired_time: 0.0000000000, propagate_forward_time: 6.3224806786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322563171
validation[          , genome  7033] predictions:    9749/  10000 (97.49%), best:    9781/10000 (97.81%), error:       882.25195, best error:       778.31836 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 82.9895629883s, input_fired_time: 1.1400544643, output_fired_time: 0.6931205392, propagate_forward_time: 31.6088237762, propagate_backward_time: 47.6639976501, weight_update_time: 0.0776675567, other_time: 1.8835639954
epoch time: 6.7748684883s, input_fired_time: 0.1216548681, output_fired_time: 0.0000000000, propagate_forward_time: 6.3212451935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319683075
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9781/10000 (97.81%), error:       868.70331, best error:       778.31836 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 82.9017181396s, input_fired_time: 1.1359269619, output_fired_time: 0.6889059544, propagate_forward_time: 31.5944652557, propagate_backward_time: 47.6346359253, weight_update_time: 0.0774716064, other_time: 1.8477859497
epoch time: 6.7682919502s, input_fired_time: 0.1219130531, output_fired_time: 0.0000000000, propagate_forward_time: 6.3179121017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284668922
validation[          , genome  7033] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       873.37683, best error:       778.31836 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 82.6061782837s, input_fired_time: 1.1386886835, output_fired_time: 0.6825195551, propagate_forward_time: 31.5963153839, propagate_backward_time: 47.3398551941, weight_update_time: 0.0773281157, other_time: 1.8488044739
epoch time: 6.7727603912s, input_fired_time: 0.1221569926, output_fired_time: 0.0000000000, propagate_forward_time: 6.3198466301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307566643
validation[          , genome  7033] predictions:    9772/  10000 (97.72%), best:    9781/10000 (97.81%), error:       783.40308, best error:       778.31836 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 83.8966369629s, input_fired_time: 1.1576926708, output_fired_time: 0.6970551610, propagate_forward_time: 32.0758857727, propagate_backward_time: 48.0757026672, weight_update_time: 0.0787396878, other_time: 1.8903045654
epoch time: 7.2988228798s, input_fired_time: 0.1286799759, output_fired_time: 0.0000000000, propagate_forward_time: 6.8182892799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518538475
validation[          , genome  7033] predictions:    9684/  10000 (96.84%), best:    9781/10000 (97.81%), error:      1060.31775, best error:       778.31836 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.7677001953s, input_fired_time: 1.1805535555, output_fired_time: 0.7120640278, propagate_forward_time: 32.7413444519, propagate_backward_time: 49.1819076538, weight_update_time: 0.0803760514, other_time: 1.9518241882
epoch time: 6.9378929138s, input_fired_time: 0.1261189729, output_fired_time: 0.0000000000, propagate_forward_time: 6.4694061279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423676491
validation[          , genome  7033] predictions:    9718/  10000 (97.18%), best:    9781/10000 (97.81%), error:      1000.24994, best error:       778.31836 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.0434646606s, input_fired_time: 1.1670792103, output_fired_time: 0.7074254155, propagate_forward_time: 32.4511528015, propagate_backward_time: 48.7987709045, weight_update_time: 0.0789267421, other_time: 1.9190368652
epoch time: 6.9874424934s, input_fired_time: 0.1288127005, output_fired_time: 0.0000000000, propagate_forward_time: 6.5140237808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446059227
validation[          , genome  7033] predictions:    9664/  10000 (96.64%), best:    9781/10000 (97.81%), error:      1063.07800, best error:       778.31836 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 85.7073287964s, input_fired_time: 1.1776001453, output_fired_time: 0.7125347853, propagate_forward_time: 32.7535896301, propagate_backward_time: 49.1249427795, weight_update_time: 0.0803863108, other_time: 1.9386672974
epoch time: 6.9020991325s, input_fired_time: 0.1240412444, output_fired_time: 0.0000000000, propagate_forward_time: 6.4422159195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358421326
validation[          , genome  7033] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       814.84363, best error:       778.31836 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 84.5619354248s, input_fired_time: 1.1637843847, output_fired_time: 0.7064386606, propagate_forward_time: 32.3109703064, propagate_backward_time: 48.4652214050, weight_update_time: 0.0790586174, other_time: 1.9155197144
epoch time: 6.8980331421s, input_fired_time: 0.1270052046, output_fired_time: 0.0000000000, propagate_forward_time: 6.4316411018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393869400
validation[          , genome  7033] predictions:    9711/  10000 (97.11%), best:    9781/10000 (97.81%), error:       983.52167, best error:       778.31836 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 83.7265014648s, input_fired_time: 1.1637537479, output_fired_time: 0.6939245462, propagate_forward_time: 31.9759311676, propagate_backward_time: 48.0060958862, weight_update_time: 0.0785930380, other_time: 1.8867950439
epoch time: 6.8185715675s, input_fired_time: 0.1237509474, output_fired_time: 0.0000000000, propagate_forward_time: 6.3637032509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311171532
validation[          , genome  7033] predictions:    9774/  10000 (97.74%), best:    9781/10000 (97.81%), error:       805.70190, best error:       778.31836 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 83.0815353394s, input_fired_time: 1.1737723351, output_fired_time: 0.6907386184, propagate_forward_time: 31.6380138397, propagate_backward_time: 47.6248588562, weight_update_time: 0.0820808783, other_time: 1.9541511536
epoch time: 6.7974672318s, input_fired_time: 0.1295957565, output_fired_time: 0.0000000000, propagate_forward_time: 6.3228440285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450274467
validation[          , genome  7033] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       912.47980, best error:       778.31836 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 83.5838165283s, input_fired_time: 1.1800246239, output_fired_time: 0.6930674911, propagate_forward_time: 31.9028396606, propagate_backward_time: 47.8271865845, weight_update_time: 0.0830211788, other_time: 1.9806976318
epoch time: 6.8084883690s, input_fired_time: 0.1227342859, output_fired_time: 0.0000000000, propagate_forward_time: 6.3519034386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338508606
validation[          , genome  7033] predictions:    9692/  10000 (96.92%), best:    9781/10000 (97.81%), error:       978.22589, best error:       778.31836 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.9069900513s, input_fired_time: 1.1704665422, output_fired_time: 0.7026273012, propagate_forward_time: 32.5281295776, propagate_backward_time: 48.5925865173, weight_update_time: 0.0789413452, other_time: 1.9131813049
epoch time: 7.2007513046s, input_fired_time: 0.1330341995, output_fired_time: 0.0000000000, propagate_forward_time: 6.7151975632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525195122
validation[          , genome  7033] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       897.97308, best error:       778.31836 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 84.7384338379s, input_fired_time: 1.1705503464, output_fired_time: 0.7028366923, propagate_forward_time: 32.4342460632, propagate_backward_time: 48.5208396912, weight_update_time: 0.0791868716, other_time: 1.9099655151
epoch time: 6.8920345306s, input_fired_time: 0.1248110384, output_fired_time: 0.0000000000, propagate_forward_time: 6.4324274063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347959518
validation[          , genome  7033] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       833.19159, best error:       778.31836 on epoch:    46, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.1533355713s, input_fired_time: 1.1739914417, output_fired_time: 0.7098889351, propagate_forward_time: 32.6059417725, propagate_backward_time: 48.7630043030, weight_update_time: 0.0790585876, other_time: 1.9005088806
epoch time: 6.8462886810s, input_fired_time: 0.1240604892, output_fired_time: 0.0000000000, propagate_forward_time: 6.3896732330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325548172
validation[          , genome  7033] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       847.07379, best error:       778.31836 on epoch:    46, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.6358795166s, input_fired_time: 1.1745654345, output_fired_time: 0.7126104236, propagate_forward_time: 32.7233695984, propagate_backward_time: 49.1115188599, weight_update_time: 0.0796514526, other_time: 1.9138145447
epoch time: 7.2799124718s, input_fired_time: 0.1300710589, output_fired_time: 0.0000000000, propagate_forward_time: 6.8040075302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458337784
validation[          , genome  7033] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       771.69922, best error:       771.69922 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 83.4677505493s, input_fired_time: 1.1586588621, output_fired_time: 0.6907579899, propagate_forward_time: 31.9232292175, propagate_backward_time: 47.8236885071, weight_update_time: 0.0779580176, other_time: 1.8714141846
epoch time: 6.7940936089s, input_fired_time: 0.1216550395, output_fired_time: 0.0000000000, propagate_forward_time: 6.3399243355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325142860
validation[          , genome  7033] predictions:    9679/  10000 (96.79%), best:    9776/10000 (97.76%), error:      1035.26636, best error:       771.69922 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 83.2907638550s, input_fired_time: 1.1588263512, output_fired_time: 0.6901841760, propagate_forward_time: 31.8894901276, propagate_backward_time: 47.6759796143, weight_update_time: 0.0780474544, other_time: 1.8762817383
epoch time: 6.9593310356s, input_fired_time: 0.1258861274, output_fired_time: 0.0000000000, propagate_forward_time: 6.4950532913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383917809
validation[          , genome  7033] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       836.98804, best error:       771.69922 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 84.7709808350s, input_fired_time: 1.1752433777, output_fired_time: 0.7027207613, propagate_forward_time: 32.3882369995, propagate_backward_time: 48.5860099792, weight_update_time: 0.0789548680, other_time: 1.9187660217
epoch time: 6.9209918976s, input_fired_time: 0.1273796409, output_fired_time: 0.0000000000, propagate_forward_time: 6.4535737038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400387764
validation[          , genome  7033] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       868.80200, best error:       771.69922 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.9716949463s, input_fired_time: 1.1809477806, output_fired_time: 0.7071964741, propagate_forward_time: 32.5057640076, propagate_backward_time: 48.6489562988, weight_update_time: 0.0797493160, other_time: 1.9288291931
epoch time: 7.0367274284s, input_fired_time: 0.1273044944, output_fired_time: 0.0000000000, propagate_forward_time: 6.5681982040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412246704
validation[          , genome  7033] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       876.15875, best error:       771.69922 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.8829803467s, input_fired_time: 1.1873850822, output_fired_time: 0.7185732126, propagate_forward_time: 33.2893981934, propagate_backward_time: 49.7444076538, weight_update_time: 0.0810485780, other_time: 1.9432144165
epoch time: 7.2900791168s, input_fired_time: 0.1307667941, output_fired_time: 0.0000000000, propagate_forward_time: 6.8119153976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473968506
validation[          , genome  7033] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       868.39362, best error:       771.69922 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.9790420532s, input_fired_time: 1.1816248894, output_fired_time: 0.7112908959, propagate_forward_time: 32.9039344788, propagate_backward_time: 49.2524108887, weight_update_time: 0.0808530897, other_time: 1.9297828674
epoch time: 6.7831192017s, input_fired_time: 0.1240972951, output_fired_time: 0.0000000000, propagate_forward_time: 6.3298473358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291745186
validation[          , genome  7033] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       840.17688, best error:       771.69922 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.0243530273s, input_fired_time: 1.1728316545, output_fired_time: 0.6971033812, propagate_forward_time: 32.1541633606, propagate_backward_time: 48.1010932922, weight_update_time: 0.0786148384, other_time: 1.8991622925
epoch time: 6.8966856003s, input_fired_time: 0.1273129880, output_fired_time: 0.0000000000, propagate_forward_time: 6.4295644760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398079872
validation[          , genome  7033] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       779.76599, best error:       771.69922 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 83.5634155273s, input_fired_time: 1.1765426397, output_fired_time: 0.6965842843, propagate_forward_time: 31.8757972717, propagate_backward_time: 47.9050140381, weight_update_time: 0.0796290189, other_time: 1.9094734192
epoch time: 6.7965278625s, input_fired_time: 0.1308311522, output_fired_time: 0.0000000000, propagate_forward_time: 6.3229632378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427333832
validation[          , genome  7033] predictions:    9718/  10000 (97.18%), best:    9776/10000 (97.76%), error:       897.02936, best error:       771.69922 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.4240798950s, input_fired_time: 1.1624478102, output_fired_time: 0.6899265051, propagate_forward_time: 31.9297428131, propagate_backward_time: 47.7836723328, weight_update_time: 0.0774857104, other_time: 1.8582954407
epoch time: 6.7692322731s, input_fired_time: 0.1237044930, output_fired_time: 0.0000000000, propagate_forward_time: 6.3186721802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268556595
validation[          , genome  7033] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       908.04437, best error:       771.69922 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 83.1864776611s, input_fired_time: 1.1552572250, output_fired_time: 0.7006474137, propagate_forward_time: 31.7969512939, propagate_backward_time: 47.6790199280, weight_update_time: 0.0778297037, other_time: 1.8546028137
epoch time: 6.9338841438s, input_fired_time: 0.1263811588, output_fired_time: 0.0000000000, propagate_forward_time: 6.4713215828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361811638
validation[          , genome  7033] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       836.02625, best error:       771.69922 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 83.4374771118s, input_fired_time: 1.1629852057, output_fired_time: 0.6993996501, propagate_forward_time: 31.9319038391, propagate_backward_time: 47.7862625122, weight_update_time: 0.0773753002, other_time: 1.8569221497
epoch time: 6.7690305710s, input_fired_time: 0.1240721494, output_fired_time: 0.0000000000, propagate_forward_time: 6.3173670769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275914192
validation[          , genome  7033] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       895.29517, best error:       771.69922 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 82.8934020996s, input_fired_time: 1.1616990566, output_fired_time: 0.7057232857, propagate_forward_time: 31.6849689484, propagate_backward_time: 47.4762306213, weight_update_time: 0.0768426284, other_time: 1.8647804260
epoch time: 6.7740545273s, input_fired_time: 0.1257263869, output_fired_time: 0.0000000000, propagate_forward_time: 6.3189258575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294024467
validation[          , genome  7033] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       811.03149, best error:       771.69922 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 83.0298461914s, input_fired_time: 1.1606706381, output_fired_time: 0.7080494761, propagate_forward_time: 31.7424125671, propagate_backward_time: 47.5321235657, weight_update_time: 0.0773718432, other_time: 1.8865966797
epoch time: 6.7726125717s, input_fired_time: 0.1235825196, output_fired_time: 0.0000000000, propagate_forward_time: 6.3198347092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291954994
validation[          , genome  7033] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       800.02576, best error:       771.69922 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 83.1551208496s, input_fired_time: 1.1574242115, output_fired_time: 0.6985644102, propagate_forward_time: 31.8400001526, propagate_backward_time: 47.5856742859, weight_update_time: 0.0770848095, other_time: 1.8734588623
epoch time: 6.8175597191s, input_fired_time: 0.1264263391, output_fired_time: 0.0000000000, propagate_forward_time: 6.3581323624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330011368
validation[          , genome  7033] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       880.19714, best error:       771.69922 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 82.8144149780s, input_fired_time: 1.1575242281, output_fired_time: 0.6964984536, propagate_forward_time: 31.6319351196, propagate_backward_time: 47.4655113220, weight_update_time: 0.0767174438, other_time: 1.8629493713
epoch time: 6.7751283646s, input_fired_time: 0.1256006062, output_fired_time: 0.0000000000, propagate_forward_time: 6.3191852570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303422928
validation[          , genome  7033] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       848.32672, best error:       771.69922 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 82.6794281006s, input_fired_time: 1.1444736719, output_fired_time: 0.6831161976, propagate_forward_time: 31.6136341095, propagate_backward_time: 47.3915901184, weight_update_time: 0.0768121481, other_time: 1.8466224670
epoch time: 6.7640676498s, input_fired_time: 0.1228558198, output_fired_time: 0.0000000000, propagate_forward_time: 6.3150129318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261990547
validation[          , genome  7033] predictions:    9723/  10000 (97.23%), best:    9776/10000 (97.76%), error:       901.43378, best error:       771.69922 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 82.5942306519s, input_fired_time: 1.1396429539, output_fired_time: 0.6993605494, propagate_forward_time: 31.5822906494, propagate_backward_time: 47.3362312317, weight_update_time: 0.0766285360, other_time: 1.8367042542
epoch time: 6.7686553001s, input_fired_time: 0.1223421991, output_fired_time: 0.0000000000, propagate_forward_time: 6.3153700829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309431076
validation[          , genome  7033] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       812.60858, best error:       771.69922 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 82.7377395630s, input_fired_time: 1.1502952576, output_fired_time: 0.7052749395, propagate_forward_time: 31.6182746887, propagate_backward_time: 47.4110794067, weight_update_time: 0.0768004060, other_time: 1.8528175354
epoch time: 6.7850670815s, input_fired_time: 0.1242543533, output_fired_time: 0.0000000000, propagate_forward_time: 6.3308949471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299179077
validation[          , genome  7033] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       867.66022, best error:       771.69922 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 82.7929611206s, input_fired_time: 1.1525149345, output_fired_time: 0.6886307001, propagate_forward_time: 31.6392364502, propagate_backward_time: 47.4735260010, weight_update_time: 0.0767337829, other_time: 1.8390579224
epoch time: 6.7668399811s, input_fired_time: 0.1241507158, output_fired_time: 0.0000000000, propagate_forward_time: 6.3160061836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266830444
validation[          , genome  7033] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       820.17474, best error:       771.69922 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 82.7738952637s, input_fired_time: 1.1567456722, output_fired_time: 0.6869441867, propagate_forward_time: 31.6240215302, propagate_backward_time: 47.4609603882, weight_update_time: 0.0765963793, other_time: 1.8452224731
epoch time: 7.4716191292s, input_fired_time: 0.1418419778, output_fired_time: 0.0000000000, propagate_forward_time: 6.9498219490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799552917
validation[          , genome  7033] predictions:    9697/  10000 (96.97%), best:    9776/10000 (97.76%), error:       967.57196, best error:       771.69922 on epoch:    80, 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: 34.3349266052s, input_fired_time: 0.6688790917, output_fired_time: 0.0000000000, propagate_forward_time: 31.8768672943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7891788483
best training[          , genome  7033] predictions:   49648/  50000 (99.30%), best:    9776/10000 (97.76%), error:      1546.56665, best error:       771.69922 on epoch:    80, 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: 6.8114275932s, input_fired_time: 0.1293133646, output_fired_time: 0.0000000000, propagate_forward_time: 6.3270516396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550624847
   testing[          , genome  7033] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       748.79248, best error:       771.69922 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:17:17 (5350): called boinc_finish(0)

</stderr_txt>
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