Nameexact_genome_1512568488_45_6702_0
Workunit2604709
Created7 Dec 2017, 21:19:57 UTC
Sent7 Dec 2017, 21:23:50 UTC
Report deadline15 Dec 2017, 10:50:21 UTC
Received8 Dec 2017, 8:42:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 43 min 55 sec
CPU time2 hours 39 min 40 sec
Validate stateValid
Credit1,890.02
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.00 MB
Peak swap size2,591.43 MB
Peak disk usage1.16 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 91.0596313477s, input_fired_time: 0.7677288651, output_fired_time: 0.5498700142, propagate_forward_time: 26.6193180084, propagate_backward_time: 61.2397041321, weight_update_time: 0.1127764732, other_time: 1.8830070496
epoch time: 5.7797570229s, input_fired_time: 0.0975295231, output_fired_time: 0.0000000000, propagate_forward_time: 5.3402996063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419280052
validation[          , genome  6702] predictions:    9667/  10000 (96.67%), best:    9704/10000 (97.04%), error:      1094.60498, best error:       953.68683 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 91.2462234497s, input_fired_time: 0.7561948895, output_fired_time: 0.5443739295, propagate_forward_time: 26.6047611237, propagate_backward_time: 61.4581947327, weight_update_time: 0.1173889637, other_time: 1.8827018738
epoch time: 5.7261619568s, input_fired_time: 0.1009601355, output_fired_time: 0.0000000000, propagate_forward_time: 5.2848348618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403668404
validation[          , genome  6702] predictions:    9697/  10000 (96.97%), best:    9704/10000 (97.04%), error:      1009.61829, best error:       953.68683 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 91.2557525635s, input_fired_time: 0.7602021694, output_fired_time: 0.5403788090, propagate_forward_time: 26.6247920990, propagate_backward_time: 61.4462776184, weight_update_time: 0.1124613062, other_time: 1.8840980530
epoch time: 5.7828669548s, input_fired_time: 0.0993104056, output_fired_time: 0.0000000000, propagate_forward_time: 5.3386750221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448815346
validation[          , genome  6702] predictions:    9682/  10000 (96.82%), best:    9704/10000 (97.04%), error:      1043.38647, best error:       953.68683 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.3740768433s, input_fired_time: 0.7584208250, output_fired_time: 0.5375090837, propagate_forward_time: 26.7204170227, propagate_backward_time: 61.4829254150, weight_update_time: 0.1120178625, other_time: 1.8748054504
epoch time: 5.7713584900s, input_fired_time: 0.0973177180, output_fired_time: 0.0000000000, propagate_forward_time: 5.3269128799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471279144
validation[          , genome  6702] predictions:    9657/  10000 (96.57%), best:    9704/10000 (97.04%), error:      1124.66870, best error:       953.68683 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.0253067017s, input_fired_time: 0.7708308697, output_fired_time: 0.5341070294, propagate_forward_time: 26.5341033936, propagate_backward_time: 61.2943878174, weight_update_time: 0.1154095083, other_time: 1.8918838501
epoch time: 5.7592077255s, input_fired_time: 0.0991395861, output_fired_time: 0.0000000000, propagate_forward_time: 5.3138713837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461966515
validation[          , genome  6702] predictions:    9673/  10000 (96.73%), best:    9704/10000 (97.04%), error:      1073.26074, best error:       953.68683 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 91.0094375610s, input_fired_time: 0.7816256881, output_fired_time: 0.5473194718, propagate_forward_time: 26.5851116180, propagate_backward_time: 61.2216033936, weight_update_time: 0.1118205115, other_time: 1.8737792969
epoch time: 5.7711744308s, input_fired_time: 0.0995241031, output_fired_time: 0.0000000000, propagate_forward_time: 5.3347177505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369326591
validation[          , genome  6702] predictions:    9603/  10000 (96.03%), best:    9704/10000 (97.04%), error:      1207.77808, best error:       953.68683 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.2094955444s, input_fired_time: 0.7569899559, output_fired_time: 0.5412967205, propagate_forward_time: 26.6445159912, propagate_backward_time: 61.3764495850, weight_update_time: 0.1116185188, other_time: 1.8902435303
epoch time: 5.7230834961s, input_fired_time: 0.0992505774, output_fired_time: 0.0000000000, propagate_forward_time: 5.2816257477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422069550
validation[          , genome  6702] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       950.37848, best error:       950.37848 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.1847229004s, input_fired_time: 0.7534132600, output_fired_time: 0.5434024334, propagate_forward_time: 26.5906333923, propagate_backward_time: 61.4206962585, weight_update_time: 0.1150577515, other_time: 1.8765792847
epoch time: 5.7522125244s, input_fired_time: 0.1023799777, output_fired_time: 0.0000000000, propagate_forward_time: 5.3074455261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423871994
validation[          , genome  6702] predictions:    9463/  10000 (94.63%), best:    9697/10000 (96.97%), error:      1772.08801, best error:       950.37848 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.7715148926s, input_fired_time: 0.7626625299, output_fired_time: 0.5389621854, propagate_forward_time: 26.5137939453, propagate_backward_time: 61.0778312683, weight_update_time: 0.1116788089, other_time: 1.8782615662
epoch time: 5.7876005173s, input_fired_time: 0.0996516719, output_fired_time: 0.0000000000, propagate_forward_time: 5.3450021744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429465294
validation[          , genome  6702] predictions:    9698/  10000 (96.98%), best:    9697/10000 (96.97%), error:       972.02484, best error:       950.37848 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.8596343994s, input_fired_time: 0.7647126317, output_fired_time: 0.5501742363, propagate_forward_time: 26.5984191895, propagate_backward_time: 61.0844383240, weight_update_time: 0.1110360846, other_time: 1.8618965149
epoch time: 5.7937545776s, input_fired_time: 0.0980350450, output_fired_time: 0.0000000000, propagate_forward_time: 5.3542375565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414821625
validation[          , genome  6702] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       898.51233, best error:       898.51233 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.0192260742s, input_fired_time: 0.7517958879, output_fired_time: 0.5516753793, propagate_forward_time: 26.5270843506, propagate_backward_time: 61.3077011108, weight_update_time: 0.1137752607, other_time: 1.8809738159
epoch time: 5.7269330025s, input_fired_time: 0.0968979746, output_fired_time: 0.0000000000, propagate_forward_time: 5.2872982025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427367210
validation[          , genome  6702] predictions:    9669/  10000 (96.69%), best:    9721/10000 (97.21%), error:      1014.57037, best error:       898.51233 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.0449752808s, input_fired_time: 0.7526921630, output_fired_time: 0.5391808152, propagate_forward_time: 26.5389842987, propagate_backward_time: 61.3320388794, weight_update_time: 0.1162517667, other_time: 1.8820724487
epoch time: 5.7887148857s, input_fired_time: 0.1030715033, output_fired_time: 0.0000000000, propagate_forward_time: 5.3434095383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422336578
validation[          , genome  6702] predictions:    9686/  10000 (96.86%), best:    9721/10000 (97.21%), error:      1037.17444, best error:       898.51233 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.2200851440s, input_fired_time: 0.7703530788, output_fired_time: 0.5385197401, propagate_forward_time: 26.6175613403, propagate_backward_time: 61.3959617615, weight_update_time: 0.1143912524, other_time: 1.8976860046
epoch time: 5.7863478661s, input_fired_time: 0.0979297757, output_fired_time: 0.0000000000, propagate_forward_time: 5.3451566696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432612419
validation[          , genome  6702] predictions:    9674/  10000 (96.74%), best:    9721/10000 (97.21%), error:      1062.91589, best error:       898.51233 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 91.3169555664s, input_fired_time: 0.7707651258, output_fired_time: 0.5438445807, propagate_forward_time: 26.6432857513, propagate_backward_time: 61.4403228760, weight_update_time: 0.1135830134, other_time: 1.9187316895
epoch time: 5.8287110329s, input_fired_time: 0.1002171934, output_fired_time: 0.0000000000, propagate_forward_time: 5.3911519051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373417854
validation[          , genome  6702] predictions:    9695/  10000 (96.95%), best:    9721/10000 (97.21%), error:       956.20929, best error:       898.51233 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.9039459229s, input_fired_time: 0.7582538128, output_fired_time: 0.5420528650, propagate_forward_time: 26.5306034088, propagate_backward_time: 61.1793785095, weight_update_time: 0.1117981449, other_time: 1.8936576843
epoch time: 5.7227835655s, input_fired_time: 0.0977830961, output_fired_time: 0.0000000000, propagate_forward_time: 5.2879204750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370800018
validation[          , genome  6702] predictions:    9702/  10000 (97.02%), best:    9721/10000 (97.21%), error:       933.76477, best error:       898.51233 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.2579421997s, input_fired_time: 0.7647469044, output_fired_time: 0.5506641865, propagate_forward_time: 26.7217140198, propagate_backward_time: 61.3530693054, weight_update_time: 0.1117705330, other_time: 1.8677444458
epoch time: 5.8047094345s, input_fired_time: 0.0987666994, output_fired_time: 0.0000000000, propagate_forward_time: 5.3660602570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398823738
validation[          , genome  6702] predictions:    9693/  10000 (96.93%), best:    9721/10000 (97.21%), error:      1039.67651, best error:       898.51233 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 91.0649871826s, input_fired_time: 0.7662405968, output_fired_time: 0.5430486798, propagate_forward_time: 26.6217346191, propagate_backward_time: 61.2628517151, weight_update_time: 0.1172425970, other_time: 1.8711128235
epoch time: 5.7388472557s, input_fired_time: 0.0972789004, output_fired_time: 0.0000000000, propagate_forward_time: 5.2984848022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430833817
validation[          , genome  6702] predictions:    9650/  10000 (96.50%), best:    9721/10000 (97.21%), error:      1088.34229, best error:       898.51233 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 91.0518798828s, input_fired_time: 0.7577722669, output_fired_time: 0.5365315080, propagate_forward_time: 26.5742835999, propagate_backward_time: 61.3224029541, weight_update_time: 0.1121577248, other_time: 1.8608894348
epoch time: 5.7834100723s, input_fired_time: 0.1009503901, output_fired_time: 0.0000000000, propagate_forward_time: 5.3401112556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423485756
validation[          , genome  6702] predictions:    9701/  10000 (97.01%), best:    9721/10000 (97.21%), error:       944.82355, best error:       898.51233 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.0290298462s, input_fired_time: 0.7644504309, output_fired_time: 0.5447837114, propagate_forward_time: 26.5538101196, propagate_backward_time: 61.2836875916, weight_update_time: 0.1124724522, other_time: 1.8822975159
epoch time: 5.7305169106s, input_fired_time: 0.0992128849, output_fired_time: 0.0000000000, propagate_forward_time: 5.2895121574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417916298
validation[          , genome  6702] predictions:    9717/  10000 (97.17%), best:    9721/10000 (97.21%), error:       936.72003, best error:       898.51233 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 91.0366439819s, input_fired_time: 0.7588500977, output_fired_time: 0.5388522744, propagate_forward_time: 26.5964527130, propagate_backward_time: 61.2542190552, weight_update_time: 0.1195526421, other_time: 1.8882751465
epoch time: 5.7084150314s, input_fired_time: 0.0971937627, output_fired_time: 0.0000000000, propagate_forward_time: 5.2737464905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374748230
validation[          , genome  6702] predictions:    9680/  10000 (96.80%), best:    9721/10000 (97.21%), error:      1029.37073, best error:       898.51233 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.9602432251s, input_fired_time: 0.7554784417, output_fired_time: 0.5535148978, propagate_forward_time: 26.5380821228, propagate_backward_time: 61.2541885376, weight_update_time: 0.1121540144, other_time: 1.8589820862
epoch time: 5.5579080582s, input_fired_time: 0.0953985453, output_fired_time: 0.0000000000, propagate_forward_time: 5.1330790520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294305801
validation[          , genome  6702] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       889.38263, best error:       889.38263 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.2397689819s, input_fired_time: 0.7566036582, output_fired_time: 0.5494694710, propagate_forward_time: 26.6244316101, propagate_backward_time: 61.4143791199, weight_update_time: 0.1221103668, other_time: 1.8948822021
epoch time: 5.7692937851s, input_fired_time: 0.1007605493, output_fired_time: 0.0000000000, propagate_forward_time: 5.3262333870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422999382
validation[          , genome  6702] predictions:    9692/  10000 (96.92%), best:    9719/10000 (97.19%), error:       986.83337, best error:       889.38263 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.2865219116s, input_fired_time: 0.7674351335, output_fired_time: 0.5420804024, propagate_forward_time: 26.5897502899, propagate_backward_time: 61.4922370911, weight_update_time: 0.1132067889, other_time: 1.8950157166
epoch time: 5.7457365990s, input_fired_time: 0.1030705348, output_fired_time: 0.0000000000, propagate_forward_time: 5.3083791733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342866898
validation[          , genome  6702] predictions:    9720/  10000 (97.20%), best:    9719/10000 (97.19%), error:       922.48218, best error:       889.38263 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.0440216064s, input_fired_time: 0.7579509616, output_fired_time: 0.5428144932, propagate_forward_time: 26.4511966705, propagate_backward_time: 61.4031829834, weight_update_time: 0.1241254285, other_time: 1.8888778687
epoch time: 5.7419648170s, input_fired_time: 0.0987429172, output_fired_time: 0.0000000000, propagate_forward_time: 5.3025398254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406820297
validation[          , genome  6702] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       870.60028, best error:       870.60028 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.0123519897s, input_fired_time: 0.7622525692, output_fired_time: 0.5404964685, propagate_forward_time: 26.5887298584, propagate_backward_time: 61.2547569275, weight_update_time: 0.1143368259, other_time: 1.8661155701
epoch time: 5.7229824066s, input_fired_time: 0.0985597819, output_fired_time: 0.0000000000, propagate_forward_time: 5.2857713699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386511803
validation[          , genome  6702] predictions:    9605/  10000 (96.05%), best:    9739/10000 (97.39%), error:      1216.12744, best error:       870.60028 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.7803268433s, input_fired_time: 0.7683995366, output_fired_time: 0.5405220389, propagate_forward_time: 26.5522384644, propagate_backward_time: 61.0346298218, weight_update_time: 0.1111227795, other_time: 1.8845367432
epoch time: 5.7669796944s, input_fired_time: 0.1007508934, output_fired_time: 0.0000000000, propagate_forward_time: 5.3308086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354201317
validation[          , genome  6702] predictions:    9690/  10000 (96.90%), best:    9739/10000 (97.39%), error:       979.16425, best error:       870.60028 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.1476287842s, input_fired_time: 0.7591472864, output_fired_time: 0.5382015705, propagate_forward_time: 26.6343975067, propagate_backward_time: 61.3292274475, weight_update_time: 0.1150853336, other_time: 1.8866539001
epoch time: 5.7707633972s, input_fired_time: 0.0994808003, output_fired_time: 0.0000000000, propagate_forward_time: 5.3263678551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449149132
validation[          , genome  6702] predictions:    9703/  10000 (97.03%), best:    9739/10000 (97.39%), error:      1012.34833, best error:       870.60028 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.1769027710s, input_fired_time: 0.7567452788, output_fired_time: 0.5464202762, propagate_forward_time: 26.5733642578, propagate_backward_time: 61.4031333923, weight_update_time: 0.1234326661, other_time: 1.8972434998
epoch time: 5.7672443390s, input_fired_time: 0.0986213610, output_fired_time: 0.0000000000, propagate_forward_time: 5.3298339844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387889862
validation[          , genome  6702] predictions:    9704/  10000 (97.04%), best:    9739/10000 (97.39%), error:       919.20276, best error:       870.60028 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.8958740234s, input_fired_time: 0.7632237077, output_fired_time: 0.5510684252, propagate_forward_time: 26.5111522675, propagate_backward_time: 61.2161674500, weight_update_time: 0.1112071052, other_time: 1.8542594910
epoch time: 5.7493343353s, input_fired_time: 0.1014923602, output_fired_time: 0.0000000000, propagate_forward_time: 5.3045225143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433194160
validation[          , genome  6702] predictions:    9694/  10000 (96.94%), best:    9739/10000 (97.39%), error:       973.26910, best error:       870.60028 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.1604080200s, input_fired_time: 0.7648966908, output_fired_time: 0.5428242683, propagate_forward_time: 26.5807762146, propagate_backward_time: 61.3816337585, weight_update_time: 0.1191225946, other_time: 1.8902740479
epoch time: 5.7464947701s, input_fired_time: 0.1016849205, output_fired_time: 0.0000000000, propagate_forward_time: 5.3038063049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410034180
validation[          , genome  6702] predictions:    9604/  10000 (96.04%), best:    9739/10000 (97.39%), error:      1266.76843, best error:       870.60028 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.3353576660s, input_fired_time: 0.7669998407, output_fired_time: 0.5467929840, propagate_forward_time: 26.6386318207, propagate_backward_time: 61.4978904724, weight_update_time: 0.1132555827, other_time: 1.8850440979
epoch time: 5.7503571510s, input_fired_time: 0.1040827259, output_fired_time: 0.0000000000, propagate_forward_time: 5.3043327332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419418335
validation[          , genome  6702] predictions:    9635/  10000 (96.35%), best:    9739/10000 (97.39%), error:      1190.47754, best error:       870.60028 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.8970031738s, input_fired_time: 0.7710850239, output_fired_time: 0.5403272510, propagate_forward_time: 26.5114727020, propagate_backward_time: 61.1920394897, weight_update_time: 0.1114914641, other_time: 1.8820724487
epoch time: 5.5737347603s, input_fired_time: 0.1016812176, output_fired_time: 0.0000000000, propagate_forward_time: 5.1414861679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305673599
validation[          , genome  6702] predictions:    9389/  10000 (93.89%), best:    9739/10000 (97.39%), error:      2034.46143, best error:       870.60028 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.1036071777s, input_fired_time: 0.7560489178, output_fired_time: 0.5425900817, propagate_forward_time: 26.5566558838, propagate_backward_time: 61.3654937744, weight_update_time: 0.1125739217, other_time: 1.8828201294
epoch time: 5.7301959991s, input_fired_time: 0.0991337895, output_fired_time: 0.0000000000, propagate_forward_time: 5.2924432755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386187553
validation[          , genome  6702] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       829.23553, best error:       829.23553 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.1098098755s, input_fired_time: 0.7747751474, output_fired_time: 0.5441992879, propagate_forward_time: 26.5820560455, propagate_backward_time: 61.3244628906, weight_update_time: 0.1158977374, other_time: 1.8843231201
epoch time: 5.7576608658s, input_fired_time: 0.1015339717, output_fired_time: 0.0000000000, propagate_forward_time: 5.3174409866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386859894
validation[          , genome  6702] predictions:    9749/  10000 (97.49%), best:    9743/10000 (97.43%), error:       842.09967, best error:       829.23553 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 91.0845794678s, input_fired_time: 0.7580673099, output_fired_time: 0.5397925377, propagate_forward_time: 26.5403766632, propagate_backward_time: 61.3505210876, weight_update_time: 0.1153868437, other_time: 1.8958244324
epoch time: 5.7852349281s, input_fired_time: 0.1023615152, output_fired_time: 0.0000000000, propagate_forward_time: 5.3396344185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432388306
validation[          , genome  6702] predictions:    9636/  10000 (96.36%), best:    9743/10000 (97.43%), error:      1167.12488, best error:       829.23553 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.0432968140s, input_fired_time: 0.7684981227, output_fired_time: 0.5530343056, propagate_forward_time: 26.5574626923, propagate_backward_time: 61.2891349792, weight_update_time: 0.1118068174, other_time: 1.8751640320
epoch time: 5.7780733109s, input_fired_time: 0.1000993624, output_fired_time: 0.0000000000, propagate_forward_time: 5.3372817039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406920433
validation[          , genome  6702] predictions:    9698/  10000 (96.98%), best:    9743/10000 (97.43%), error:       987.11328, best error:       829.23553 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.3406295776s, input_fired_time: 0.7697690129, output_fired_time: 0.5394579172, propagate_forward_time: 26.6074333191, propagate_backward_time: 61.5397911072, weight_update_time: 0.1157491580, other_time: 1.8841781616
epoch time: 5.8854379654s, input_fired_time: 0.1031055972, output_fired_time: 0.0000000000, propagate_forward_time: 5.4350585938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472738266
validation[          , genome  6702] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       826.36499, best error:       826.36499 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.0964736938s, input_fired_time: 0.7725284696, output_fired_time: 0.5490297079, propagate_forward_time: 26.5390396118, propagate_backward_time: 61.3893928528, weight_update_time: 0.1120243594, other_time: 1.8464851379
epoch time: 5.7240004539s, input_fired_time: 0.0968984142, output_fired_time: 0.0000000000, propagate_forward_time: 5.2864394188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406624794
validation[          , genome  6702] predictions:    9731/  10000 (97.31%), best:    9743/10000 (97.43%), error:       861.93274, best error:       826.36499 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 91.1347198486s, input_fired_time: 0.7586098909, output_fired_time: 0.5409666896, propagate_forward_time: 26.5826740265, propagate_backward_time: 61.3806533813, weight_update_time: 0.1118604317, other_time: 1.8718109131
epoch time: 5.7842001915s, input_fired_time: 0.1050820425, output_fired_time: 0.0000000000, propagate_forward_time: 5.3355951309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435230255
validation[          , genome  6702] predictions:    9732/  10000 (97.32%), best:    9743/10000 (97.43%), error:       905.75433, best error:       826.36499 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.0664443970s, input_fired_time: 0.7620732188, output_fired_time: 0.5461295843, propagate_forward_time: 26.4367046356, propagate_backward_time: 61.4259910583, weight_update_time: 0.1121979505, other_time: 1.8955497742
epoch time: 5.7918424606s, input_fired_time: 0.0989727527, output_fired_time: 0.0000000000, propagate_forward_time: 5.3518328667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410367966
validation[          , genome  6702] predictions:    9706/  10000 (97.06%), best:    9743/10000 (97.43%), error:       988.41431, best error:       826.36499 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.3124465942s, input_fired_time: 0.7617209554, output_fired_time: 0.5546399355, propagate_forward_time: 26.6267623901, propagate_backward_time: 61.4996643066, weight_update_time: 0.1142998412, other_time: 1.8696594238
epoch time: 5.7546639442s, input_fired_time: 0.0982724056, output_fired_time: 0.0000000000, propagate_forward_time: 5.3166651726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397264481
validation[          , genome  6702] predictions:    9733/  10000 (97.33%), best:    9743/10000 (97.43%), error:       888.49969, best error:       826.36499 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.2352066040s, input_fired_time: 0.7729421854, output_fired_time: 0.5406196713, propagate_forward_time: 26.6280269623, propagate_backward_time: 61.4103736877, weight_update_time: 0.1183674112, other_time: 1.8832435608
epoch time: 5.7886738777s, input_fired_time: 0.1013763323, output_fired_time: 0.0000000000, propagate_forward_time: 5.3358020782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514952660
validation[          , genome  6702] predictions:    9756/  10000 (97.56%), best:    9743/10000 (97.43%), error:       847.81989, best error:       826.36499 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.2772903442s, input_fired_time: 0.7657900453, output_fired_time: 0.5450063348, propagate_forward_time: 26.6308822632, propagate_backward_time: 61.4507904053, weight_update_time: 0.1171048731, other_time: 1.8848190308
epoch time: 5.7123856544s, input_fired_time: 0.0986958370, output_fired_time: 0.0000000000, propagate_forward_time: 5.2746648788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390250206
validation[          , genome  6702] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       796.20679, best error:       796.20679 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 91.3044662476s, input_fired_time: 0.7735115290, output_fired_time: 0.5346728563, propagate_forward_time: 26.7127304077, propagate_backward_time: 61.4031143188, weight_update_time: 0.1177079082, other_time: 1.8804321289
epoch time: 5.7167725563s, input_fired_time: 0.1015584692, output_fired_time: 0.0000000000, propagate_forward_time: 5.2765326500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386812210
validation[          , genome  6702] predictions:    9686/  10000 (96.86%), best:    9745/10000 (97.45%), error:      1008.56793, best error:       796.20679 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.1250381470s, input_fired_time: 0.7681956887, output_fired_time: 0.5456197858, propagate_forward_time: 26.5628242493, propagate_backward_time: 61.3812904358, weight_update_time: 0.1119614244, other_time: 1.8671112061
epoch time: 5.7094893456s, input_fired_time: 0.0997845381, output_fired_time: 0.0000000000, propagate_forward_time: 5.2639532089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457517624
validation[          , genome  6702] predictions:    9739/  10000 (97.39%), best:    9745/10000 (97.45%), error:       809.99182, best error:       796.20679 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.1976776123s, input_fired_time: 0.7609850764, output_fired_time: 0.5428943038, propagate_forward_time: 26.6030387878, propagate_backward_time: 61.4197120667, weight_update_time: 0.1110783815, other_time: 1.8710479736
epoch time: 5.7730140686s, input_fired_time: 0.1018766165, output_fired_time: 0.0000000000, propagate_forward_time: 5.3278374672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432998657
validation[          , genome  6702] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       943.99200, best error:       796.20679 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.2703628540s, input_fired_time: 0.7628137469, output_fired_time: 0.5424718261, propagate_forward_time: 26.6383476257, propagate_backward_time: 61.4520378113, weight_update_time: 0.1169904992, other_time: 1.8746871948
epoch time: 5.7582473755s, input_fired_time: 0.1018291563, output_fired_time: 0.0000000000, propagate_forward_time: 5.3177957535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386225700
validation[          , genome  6702] predictions:    9708/  10000 (97.08%), best:    9745/10000 (97.45%), error:       893.81738, best error:       796.20679 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 91.0615539551s, input_fired_time: 0.7590106726, output_fired_time: 0.5492847562, propagate_forward_time: 26.6337013245, propagate_backward_time: 61.2460174561, weight_update_time: 0.1159430966, other_time: 1.8735389709
epoch time: 5.7615518570s, input_fired_time: 0.0993787050, output_fired_time: 0.0000000000, propagate_forward_time: 5.3216557503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405175209
validation[          , genome  6702] predictions:    9673/  10000 (96.73%), best:    9745/10000 (97.45%), error:      1058.14685, best error:       796.20679 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.3525161743s, input_fired_time: 0.7652887106, output_fired_time: 0.5428201556, propagate_forward_time: 26.6459121704, propagate_backward_time: 61.5087623596, weight_update_time: 0.1162503287, other_time: 1.8897285461
epoch time: 5.7869892120s, input_fired_time: 0.1034753472, output_fired_time: 0.0000000000, propagate_forward_time: 5.3463516235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371620178
validation[          , genome  6702] predictions:    9735/  10000 (97.35%), best:    9745/10000 (97.45%), error:       878.15039, best error:       796.20679 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.2812042236s, input_fired_time: 0.7695319057, output_fired_time: 0.5414136648, propagate_forward_time: 26.6555614471, propagate_backward_time: 61.4348754883, weight_update_time: 0.1168241575, other_time: 1.8798217773
epoch time: 5.7542247772s, input_fired_time: 0.1013244689, output_fired_time: 0.0000000000, propagate_forward_time: 5.3141317368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387684822
validation[          , genome  6702] predictions:    9741/  10000 (97.41%), best:    9745/10000 (97.45%), error:       810.07056, best error:       796.20679 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 91.0544052124s, input_fired_time: 0.7745656371, output_fired_time: 0.5467934012, propagate_forward_time: 26.5352973938, propagate_backward_time: 61.3057823181, weight_update_time: 0.1175605729, other_time: 1.8919677734
epoch time: 5.8074340820s, input_fired_time: 0.1002203077, output_fired_time: 0.0000000000, propagate_forward_time: 5.3613734245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458404541
validation[          , genome  6702] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       818.31274, best error:       796.20679 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.3123168945s, input_fired_time: 0.7644004226, output_fired_time: 0.5446255803, propagate_forward_time: 26.6118373871, propagate_backward_time: 61.5130538940, weight_update_time: 0.1125240102, other_time: 1.8784027100
epoch time: 5.7914924622s, input_fired_time: 0.1005868837, output_fired_time: 0.0000000000, propagate_forward_time: 5.3530359268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378696442
validation[          , genome  6702] predictions:    9738/  10000 (97.38%), best:    9745/10000 (97.45%), error:       879.13928, best error:       796.20679 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.4962844849s, input_fired_time: 0.7662156820, output_fired_time: 0.5434462428, propagate_forward_time: 26.6425323486, propagate_backward_time: 61.6531524658, weight_update_time: 0.1164652258, other_time: 1.8909378052
epoch time: 5.7595100403s, input_fired_time: 0.0986756384, output_fired_time: 0.0000000000, propagate_forward_time: 5.3151955605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456387520
validation[          , genome  6702] predictions:    9697/  10000 (96.97%), best:    9745/10000 (97.45%), error:       974.41040, best error:       796.20679 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.1825561523s, input_fired_time: 0.7603577375, output_fired_time: 0.5458608270, propagate_forward_time: 26.6197490692, propagate_backward_time: 61.4001083374, weight_update_time: 0.1130096987, other_time: 1.8564758301
epoch time: 5.7544794083s, input_fired_time: 0.1008951738, output_fired_time: 0.0000000000, propagate_forward_time: 5.3126664162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409175873
validation[          , genome  6702] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       902.00476, best error:       796.20679 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 91.3525161743s, input_fired_time: 0.7593759894, output_fired_time: 0.5490966439, propagate_forward_time: 26.5588722229, propagate_backward_time: 61.6137313843, weight_update_time: 0.1114640161, other_time: 1.8714408875
epoch time: 5.7419805527s, input_fired_time: 0.0992527306, output_fired_time: 0.0000000000, propagate_forward_time: 5.3059358597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367919922
validation[          , genome  6702] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       868.61932, best error:       796.20679 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.1622314453s, input_fired_time: 0.7730855346, output_fired_time: 0.5442914367, propagate_forward_time: 26.5805034637, propagate_backward_time: 61.3742027283, weight_update_time: 0.1133159474, other_time: 1.8901481628
epoch time: 5.8353538513s, input_fired_time: 0.1026984453, output_fired_time: 0.0000000000, propagate_forward_time: 5.3907284737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419270515
validation[          , genome  6702] predictions:    9695/  10000 (96.95%), best:    9745/10000 (97.45%), error:       982.89526, best error:       796.20679 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.4137420654s, input_fired_time: 0.7730897069, output_fired_time: 0.5450326800, propagate_forward_time: 26.6455841064, propagate_backward_time: 61.5367622375, weight_update_time: 0.1128757969, other_time: 1.9132728577
epoch time: 5.8292031288s, input_fired_time: 0.1054225564, output_fired_time: 0.0000000000, propagate_forward_time: 5.3818440437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419365883
validation[          , genome  6702] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       898.40216, best error:       796.20679 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.3411712646s, input_fired_time: 0.7840541005, output_fired_time: 0.5366981626, propagate_forward_time: 26.6892566681, propagate_backward_time: 61.4575500488, weight_update_time: 0.1152863204, other_time: 1.8736114502
epoch time: 5.7329144478s, input_fired_time: 0.0989933610, output_fired_time: 0.0000000000, propagate_forward_time: 5.2917118073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422093391
validation[          , genome  6702] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       855.33484, best error:       796.20679 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.2618331909s, input_fired_time: 0.7660069466, output_fired_time: 0.5377384424, propagate_forward_time: 26.6582355499, propagate_backward_time: 61.4093666077, weight_update_time: 0.1180161387, other_time: 1.8904914856
epoch time: 5.7521572113s, input_fired_time: 0.0999522284, output_fired_time: 0.0000000000, propagate_forward_time: 5.3037357330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484692574
validation[          , genome  6702] predictions:    9703/  10000 (97.03%), best:    9745/10000 (97.45%), error:       969.87457, best error:       796.20679 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.3579711914s, input_fired_time: 0.7757644653, output_fired_time: 0.5433799028, propagate_forward_time: 26.6598587036, propagate_backward_time: 61.4753723145, weight_update_time: 0.1130821779, other_time: 1.9035949707
epoch time: 5.7930192947s, input_fired_time: 0.1034750491, output_fired_time: 0.0000000000, propagate_forward_time: 5.3520174026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375267982
validation[          , genome  6702] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       804.90576, best error:       796.20679 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.8847503662s, input_fired_time: 0.7675161958, output_fired_time: 0.5415054560, propagate_forward_time: 26.5206356049, propagate_backward_time: 61.1723327637, weight_update_time: 0.1123392060, other_time: 1.8827590942
epoch time: 5.7712693214s, input_fired_time: 0.1043827534, output_fired_time: 0.0000000000, propagate_forward_time: 5.3244447708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424415588
validation[          , genome  6702] predictions:    9666/  10000 (96.66%), best:    9745/10000 (97.45%), error:      1115.96875, best error:       796.20679 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.4426193237s, input_fired_time: 0.7758355737, output_fired_time: 0.5527423024, propagate_forward_time: 26.6098461151, propagate_backward_time: 61.6226310730, weight_update_time: 0.1130338609, other_time: 1.8815650940
epoch time: 5.7527356148s, input_fired_time: 0.1055726781, output_fired_time: 0.0000000000, propagate_forward_time: 5.3041644096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429985046
validation[          , genome  6702] predictions:    9737/  10000 (97.37%), best:    9745/10000 (97.45%), error:       849.78516, best error:       796.20679 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.3091201782s, input_fired_time: 0.7715858221, output_fired_time: 0.5480002761, propagate_forward_time: 26.5879039764, propagate_backward_time: 61.5311012268, weight_update_time: 0.1117318645, other_time: 1.8705329895
epoch time: 5.7619047165s, input_fired_time: 0.1037086397, output_fired_time: 0.0000000000, propagate_forward_time: 5.3115324974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466634750
validation[          , genome  6702] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       849.32629, best error:       796.20679 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 91.0847091675s, input_fired_time: 0.7707796693, output_fired_time: 0.5466809273, propagate_forward_time: 26.5757198334, propagate_backward_time: 61.3309898376, weight_update_time: 0.1108492389, other_time: 1.8605308533
epoch time: 5.7323760986s, input_fired_time: 0.1047708988, output_fired_time: 0.0000000000, propagate_forward_time: 5.2867312431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408741951
validation[          , genome  6702] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       873.26923, best error:       796.20679 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.5465087891s, input_fired_time: 0.7790120840, output_fired_time: 0.5464369655, propagate_forward_time: 26.7161045074, propagate_backward_time: 61.6054420471, weight_update_time: 0.1154436171, other_time: 1.8995094299
epoch time: 5.7463197708s, input_fired_time: 0.0997233838, output_fired_time: 0.0000000000, propagate_forward_time: 5.3062829971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403134346
validation[          , genome  6702] predictions:    9678/  10000 (96.78%), best:    9745/10000 (97.45%), error:      1054.49475, best error:       796.20679 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.1707534790s, input_fired_time: 0.7740186453, output_fired_time: 0.5466709733, propagate_forward_time: 26.5763092041, propagate_backward_time: 61.3915138245, weight_update_time: 0.1119256243, other_time: 1.8822441101
epoch time: 5.7584362030s, input_fired_time: 0.1062534675, output_fired_time: 0.0000000000, propagate_forward_time: 5.3130836487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390989304
validation[          , genome  6702] predictions:    9691/  10000 (96.91%), best:    9745/10000 (97.45%), error:       996.95245, best error:       796.20679 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.1827163696s, input_fired_time: 0.7710347772, output_fired_time: 0.5402258635, propagate_forward_time: 26.5750350952, propagate_backward_time: 61.4303092957, weight_update_time: 0.1128548607, other_time: 1.8661155701
epoch time: 5.7609620094s, input_fired_time: 0.1032792926, output_fired_time: 0.0000000000, propagate_forward_time: 5.3145313263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431515694
validation[          , genome  6702] predictions:    9756/  10000 (97.56%), best:    9745/10000 (97.45%), error:       823.12946, best error:       796.20679 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 91.3245162964s, input_fired_time: 0.7731650472, output_fired_time: 0.5550379753, propagate_forward_time: 26.6282310486, propagate_backward_time: 61.4962806702, weight_update_time: 0.1156265885, other_time: 1.8718032837
epoch time: 5.7297673225s, input_fired_time: 0.1006779149, output_fired_time: 0.0000000000, propagate_forward_time: 5.2825050354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465843201
validation[          , genome  6702] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       787.86646, best error:       787.86646 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.1415023804s, input_fired_time: 0.7704523802, output_fired_time: 0.5409913659, propagate_forward_time: 26.6065959930, propagate_backward_time: 61.3524093628, weight_update_time: 0.1150280759, other_time: 1.8710479736
epoch time: 5.7823562622s, input_fired_time: 0.1014470309, output_fired_time: 0.0000000000, propagate_forward_time: 5.3450589180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358502388
validation[          , genome  6702] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       842.17017, best error:       787.86646 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 91.3044586182s, input_fired_time: 0.7816149592, output_fired_time: 0.5504528284, propagate_forward_time: 26.6371746063, propagate_backward_time: 61.4714241028, weight_update_time: 0.1127765998, other_time: 1.8637886047
epoch time: 5.7533078194s, input_fired_time: 0.1011937186, output_fired_time: 0.0000000000, propagate_forward_time: 5.3127236366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393902779
validation[          , genome  6702] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       908.57690, best error:       787.86646 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.5381546021s, input_fired_time: 0.7718241215, output_fired_time: 0.5477305651, propagate_forward_time: 26.6505622864, propagate_backward_time: 61.7054557800, weight_update_time: 0.1127180234, other_time: 1.8625793457
epoch time: 5.9075560570s, input_fired_time: 0.1080532223, output_fired_time: 0.0000000000, propagate_forward_time: 5.4436516762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558511734
validation[          , genome  6702] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:       986.93378, best error:       787.86646 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.0533065796s, input_fired_time: 0.7696159482, output_fired_time: 0.5400984287, propagate_forward_time: 26.5350608826, propagate_backward_time: 61.3348045349, weight_update_time: 0.1166809946, other_time: 1.8737258911
epoch time: 5.7228107452s, input_fired_time: 0.1049062535, output_fired_time: 0.0000000000, propagate_forward_time: 5.2830815315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348231316
validation[          , genome  6702] predictions:    9684/  10000 (96.84%), best:    9748/10000 (97.48%), error:       957.20850, best error:       787.86646 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.2553329468s, input_fired_time: 0.7688931227, output_fired_time: 0.5465300679, propagate_forward_time: 26.5822582245, propagate_backward_time: 61.4881668091, weight_update_time: 0.1119550988, other_time: 1.8694839478
epoch time: 5.7727980614s, input_fired_time: 0.1048770323, output_fired_time: 0.0000000000, propagate_forward_time: 5.3240661621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438549042
validation[          , genome  6702] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       958.26331, best error:       787.86646 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.1972122192s, input_fired_time: 0.7669951916, output_fired_time: 0.5435752273, propagate_forward_time: 26.6162853241, propagate_backward_time: 61.3894844055, weight_update_time: 0.1137592867, other_time: 1.8808708191
epoch time: 5.7230792046s, input_fired_time: 0.1008606702, output_fired_time: 0.0000000000, propagate_forward_time: 5.2842841148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379344940
validation[          , genome  6702] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       894.89453, best error:       787.86646 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.5176925659s, input_fired_time: 0.7901104689, output_fired_time: 0.5482073426, propagate_forward_time: 26.6162471771, propagate_backward_time: 61.6623992920, weight_update_time: 0.1121679693, other_time: 1.9007263184
epoch time: 5.7887330055s, input_fired_time: 0.1037666500, output_fired_time: 0.0000000000, propagate_forward_time: 5.3404688835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444976807
validation[          , genome  6702] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       916.92273, best error:       787.86646 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.2902526855s, input_fired_time: 0.7860616446, output_fired_time: 0.5556104779, propagate_forward_time: 26.6080760956, propagate_backward_time: 61.4625854492, weight_update_time: 0.1156760305, other_time: 1.8779144287
epoch time: 5.7874188423s, input_fired_time: 0.1035724580, output_fired_time: 0.0000000000, propagate_forward_time: 5.3458437920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380026817
validation[          , genome  6702] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       840.39252, best error:       787.86646 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.2642288208s, input_fired_time: 0.7638449073, output_fired_time: 0.5420154929, propagate_forward_time: 26.6050643921, propagate_backward_time: 61.4804878235, weight_update_time: 0.1115895361, other_time: 1.8728141785
epoch time: 5.7795228958s, input_fired_time: 0.0991605446, output_fired_time: 0.0000000000, propagate_forward_time: 5.3389048576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414573669
validation[          , genome  6702] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1041.60413, best error:       787.86646 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.3552017212s, input_fired_time: 0.7812964916, output_fired_time: 0.5363301635, propagate_forward_time: 26.6656455994, propagate_backward_time: 61.5022315979, weight_update_time: 0.1115116924, other_time: 1.8696975708
epoch time: 5.6800274849s, input_fired_time: 0.1003905386, output_fired_time: 0.0000000000, propagate_forward_time: 5.2394757271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401613235
validation[          , genome  6702] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       880.99609, best error:       787.86646 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 91.3678970337s, input_fired_time: 0.7903569937, output_fired_time: 0.5376425385, propagate_forward_time: 26.5693340302, propagate_backward_time: 61.5789947510, weight_update_time: 0.1160739958, other_time: 1.8915634155
epoch time: 5.7624726295s, input_fired_time: 0.1003291085, output_fired_time: 0.0000000000, propagate_forward_time: 5.3154940605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466496468
validation[          , genome  6702] predictions:    9683/  10000 (96.83%), best:    9748/10000 (97.48%), error:       973.40955, best error:       787.86646 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.3397521973s, input_fired_time: 0.7716614008, output_fired_time: 0.5388960242, propagate_forward_time: 26.6530361176, propagate_backward_time: 61.4970817566, weight_update_time: 0.1129871160, other_time: 1.8790779114
epoch time: 5.7598271370s, input_fired_time: 0.1041338071, output_fired_time: 0.0000000000, propagate_forward_time: 5.3205690384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351244926
validation[          , genome  6702] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       824.20428, best error:       787.86646 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.5817718506s, input_fired_time: 0.7807775736, output_fired_time: 0.5391644835, propagate_forward_time: 26.7092761993, propagate_backward_time: 61.6650962830, weight_update_time: 0.1191291213, other_time: 1.8874626160
epoch time: 5.7605485916s, input_fired_time: 0.1027704552, output_fired_time: 0.0000000000, propagate_forward_time: 5.3166289330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411493301
validation[          , genome  6702] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       902.35242, best error:       787.86646 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.2897338867s, input_fired_time: 0.7953402400, output_fired_time: 0.5432248712, propagate_forward_time: 26.5745868683, propagate_backward_time: 61.4897346497, weight_update_time: 0.1152512208, other_time: 1.8868446350
epoch time: 5.7633223534s, input_fired_time: 0.1009890139, output_fired_time: 0.0000000000, propagate_forward_time: 5.3098845482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524489403
validation[          , genome  6702] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       910.49243, best error:       787.86646 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.1966094971s, input_fired_time: 0.7715430260, output_fired_time: 0.5337370634, propagate_forward_time: 26.5828018188, propagate_backward_time: 61.4369392395, weight_update_time: 0.1152602881, other_time: 1.8715858459
epoch time: 5.7575411797s, input_fired_time: 0.1007698998, output_fired_time: 0.0000000000, propagate_forward_time: 5.3175597191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392114639
validation[          , genome  6702] predictions:    9693/  10000 (96.93%), best:    9748/10000 (97.48%), error:       960.75946, best error:       787.86646 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.4417190552s, input_fired_time: 0.7780844569, output_fired_time: 0.5434526801, propagate_forward_time: 26.6539516449, propagate_backward_time: 61.5910987854, weight_update_time: 0.1143796295, other_time: 1.8751335144
epoch time: 5.7464842796s, input_fired_time: 0.1059514359, output_fired_time: 0.0000000000, propagate_forward_time: 5.2999548912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405780792
validation[          , genome  6702] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       831.42566, best error:       787.86646 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.3062896729s, input_fired_time: 0.7789992690, output_fired_time: 0.5431966186, propagate_forward_time: 26.4933547974, propagate_backward_time: 61.6197738647, weight_update_time: 0.1148024052, other_time: 1.8709640503
epoch time: 5.7348895073s, input_fired_time: 0.1015947983, output_fired_time: 0.0000000000, propagate_forward_time: 5.2926697731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406248093
validation[          , genome  6702] predictions:    9764/  10000 (97.64%), best:    9748/10000 (97.48%), error:       790.78857, best error:       787.86646 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.4659423828s, input_fired_time: 0.7854598761, output_fired_time: 0.5408220291, propagate_forward_time: 26.6075897217, propagate_backward_time: 61.6482658386, weight_update_time: 0.1191338375, other_time: 1.8838005066
epoch time: 5.7442216873s, input_fired_time: 0.1000948623, output_fired_time: 0.0000000000, propagate_forward_time: 5.3040447235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400821686
validation[          , genome  6702] predictions:    9680/  10000 (96.80%), best:    9748/10000 (97.48%), error:      1046.58533, best error:       787.86646 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.5021362305s, input_fired_time: 0.7820271850, output_fired_time: 0.5464849472, propagate_forward_time: 26.6880474091, propagate_backward_time: 61.5615005493, weight_update_time: 0.1134895086, other_time: 1.9240722656
epoch time: 5.7457399368s, input_fired_time: 0.1011978239, output_fired_time: 0.0000000000, propagate_forward_time: 5.3082442284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362979889
validation[          , genome  6702] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       850.51379, best error:       787.86646 on epoch:    81, 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: 28.8061866760s, input_fired_time: 0.5052224994, output_fired_time: 0.0000000000, propagate_forward_time: 26.5524578094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7485065460
best training[          , genome  6702] predictions:   49526/  50000 (99.05%), best:    9748/10000 (97.48%), error:      1870.42102, best error:       787.86646 on epoch:    81, 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: 5.7427849770s, input_fired_time: 0.1003901735, output_fired_time: 0.0000000000, propagate_forward_time: 5.3027706146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396244049
   testing[          , genome  6702] predictions:    9759/  10000 (97.59%), best:    9748/10000 (97.48%), error:       788.38519, best error:       787.86646 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:01:17 (95300): called boinc_finish(0)

</stderr_txt>
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