Nameexact_genome_1512568488_44_5879_0
Workunit2600687
Created7 Dec 2017, 16:51:28 UTC
Sent7 Dec 2017, 16:58:58 UTC
Report deadline13 Dec 2017, 10:25:25 UTC
Received8 Dec 2017, 0:12:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 36 min 53 sec
CPU time1 hours 36 min 48 sec
Validate stateValid
Credit1,431.68
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.32 MB
Peak swap size151.98 MB
Peak disk usage1.08 MB

Stderr output

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

epoch time: 52.2744903564s, input_fired_time: 0.6260483861, output_fired_time: 0.4020301700, propagate_forward_time: 20.0445251465, propagate_backward_time: 29.6869583130, weight_update_time: 0.0659761652, other_time: 1.5149269104
epoch time: 4.3261933327s, input_fired_time: 0.0634537786, output_fired_time: 0.0000000000, propagate_forward_time: 4.0000023842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627372742
validation[          , genome  5879] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1132.80652, best error:      1132.80652 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.1847915649s, input_fired_time: 0.6259152889, output_fired_time: 0.3906577528, propagate_forward_time: 20.0191307068, propagate_backward_time: 29.6373710632, weight_update_time: 0.0659950897, other_time: 1.5117149353
epoch time: 4.3243489265s, input_fired_time: 0.0637388453, output_fired_time: 0.0000000000, propagate_forward_time: 3.9994652271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611448765
validation[          , genome  5879] predictions:    9681/  10000 (96.81%), best:    9670/10000 (96.70%), error:      1134.88660, best error:      1132.80652 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.2317619324s, input_fired_time: 0.6282143593, output_fired_time: 0.3933525980, propagate_forward_time: 20.0231971741, propagate_backward_time: 29.6782188416, weight_update_time: 0.0659405366, other_time: 1.5087776184
epoch time: 4.3316383362s, input_fired_time: 0.0642069951, output_fired_time: 0.0000000000, propagate_forward_time: 4.0039839745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634472847
validation[          , genome  5879] predictions:    9639/  10000 (96.39%), best:    9670/10000 (96.70%), error:      1220.53979, best error:      1132.80652 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.3197631836s, input_fired_time: 0.6286845207, output_fired_time: 0.3934504092, propagate_forward_time: 20.0440921783, propagate_backward_time: 29.7329387665, weight_update_time: 0.0663657188, other_time: 1.5205955505
epoch time: 4.3497443199s, input_fired_time: 0.0646720082, output_fired_time: 0.0000000000, propagate_forward_time: 4.0219569206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631154060
validation[          , genome  5879] predictions:    9615/  10000 (96.15%), best:    9670/10000 (96.70%), error:      1251.29480, best error:      1132.80652 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.4281158447s, input_fired_time: 0.6257562041, output_fired_time: 0.3942365944, propagate_forward_time: 20.1022891998, propagate_backward_time: 29.8128395081, weight_update_time: 0.0654970482, other_time: 1.4929943085
epoch time: 4.3254528046s, input_fired_time: 0.0633537844, output_fired_time: 0.0000000000, propagate_forward_time: 4.0031304359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589683533
validation[          , genome  5879] predictions:    9539/  10000 (95.39%), best:    9670/10000 (96.70%), error:      1455.07849, best error:      1132.80652 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.2497444153s, input_fired_time: 0.6521233916, output_fired_time: 0.4039818347, propagate_forward_time: 20.3280143738, propagate_backward_time: 30.1288509369, weight_update_time: 0.0742830113, other_time: 1.7367763519
epoch time: 4.3560824394s, input_fired_time: 0.0698761046, output_fired_time: 0.0000000000, propagate_forward_time: 4.0071258545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790803909
validation[          , genome  5879] predictions:    9650/  10000 (96.50%), best:    9670/10000 (96.70%), error:      1227.38025, best error:      1132.80652 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.5117874146s, input_fired_time: 0.6492750049, output_fired_time: 0.3980912566, propagate_forward_time: 20.0494365692, propagate_backward_time: 29.7399444580, weight_update_time: 0.0726633221, other_time: 1.6750392914
epoch time: 4.3347558975s, input_fired_time: 0.0657681003, output_fired_time: 0.0000000000, propagate_forward_time: 3.9996566772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693309784
validation[          , genome  5879] predictions:    9638/  10000 (96.38%), best:    9670/10000 (96.70%), error:      1217.52808, best error:      1132.80652 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.8774528503s, input_fired_time: 0.6452993751, output_fired_time: 0.3957280815, propagate_forward_time: 20.2329502106, propagate_backward_time: 29.9506301880, weight_update_time: 0.0713111460, other_time: 1.6528453827
epoch time: 4.3450894356s, input_fired_time: 0.0663853884, output_fired_time: 0.0000000000, propagate_forward_time: 4.0003962517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783079147
validation[          , genome  5879] predictions:    9621/  10000 (96.21%), best:    9670/10000 (96.70%), error:      1186.40271, best error:      1132.80652 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.6637039185s, input_fired_time: 0.6479060054, output_fired_time: 0.3946442306, propagate_forward_time: 20.1367435455, propagate_backward_time: 29.8130416870, weight_update_time: 0.0726631656, other_time: 1.6713657379
epoch time: 4.3613624573s, input_fired_time: 0.0667847395, output_fired_time: 0.0000000000, propagate_forward_time: 4.0114717484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831058502
validation[          , genome  5879] predictions:    9625/  10000 (96.25%), best:    9670/10000 (96.70%), error:      1235.30615, best error:      1132.80652 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.0837821960s, input_fired_time: 0.6518582702, output_fired_time: 0.3962833583, propagate_forward_time: 20.3329734802, propagate_backward_time: 30.0085620880, weight_update_time: 0.0715954602, other_time: 1.6941051483
epoch time: 4.4200468063s, input_fired_time: 0.0683959275, output_fired_time: 0.0000000000, propagate_forward_time: 4.0668535233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847971916
validation[          , genome  5879] predictions:    9661/  10000 (96.61%), best:    9670/10000 (96.70%), error:      1152.98938, best error:      1132.80652 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.0868530273s, input_fired_time: 0.6648128033, output_fired_time: 0.4035317898, propagate_forward_time: 20.7458477020, propagate_backward_time: 30.5640563965, weight_update_time: 0.0725102499, other_time: 1.7086029053
epoch time: 4.4612264633s, input_fired_time: 0.0677736551, output_fired_time: 0.0000000000, propagate_forward_time: 4.1115908623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818617821
validation[          , genome  5879] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1077.48279, best error:      1077.48279 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.6348991394s, input_fired_time: 0.6474064589, output_fired_time: 0.3952630460, propagate_forward_time: 20.1297225952, propagate_backward_time: 29.8165435791, weight_update_time: 0.0708155483, other_time: 1.6459617615
epoch time: 4.3354020119s, input_fired_time: 0.0663669556, output_fired_time: 0.0000000000, propagate_forward_time: 4.0003447533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686901093
validation[          , genome  5879] predictions:    9542/  10000 (95.42%), best:    9678/10000 (96.78%), error:      1539.06042, best error:      1077.48279 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.3565483093s, input_fired_time: 0.6458467841, output_fired_time: 0.3923712373, propagate_forward_time: 20.0344886780, propagate_backward_time: 29.6497268677, weight_update_time: 0.0704740733, other_time: 1.6341133118
epoch time: 4.3584365845s, input_fired_time: 0.0663504824, output_fired_time: 0.0000000000, propagate_forward_time: 4.0220937729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699923515
validation[          , genome  5879] predictions:    9670/  10000 (96.70%), best:    9678/10000 (96.78%), error:      1093.01807, best error:      1077.48279 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.5139312744s, input_fired_time: 0.6484299898, output_fired_time: 0.3933157027, propagate_forward_time: 20.0981445312, propagate_backward_time: 29.7583007812, weight_update_time: 0.0705976337, other_time: 1.6157417297
epoch time: 4.3412814140s, input_fired_time: 0.0676748529, output_fired_time: 0.0000000000, propagate_forward_time: 4.0043163300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692904472
validation[          , genome  5879] predictions:    9675/  10000 (96.75%), best:    9678/10000 (96.78%), error:      1096.33362, best error:      1077.48279 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.3521766663s, input_fired_time: 0.6466491222, output_fired_time: 0.3915430307, propagate_forward_time: 20.0382461548, propagate_backward_time: 29.6709423065, weight_update_time: 0.0700304806, other_time: 1.6047954559
epoch time: 4.3446173668s, input_fired_time: 0.0688594058, output_fired_time: 0.0000000000, propagate_forward_time: 4.0031266212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726311684
validation[          , genome  5879] predictions:    9638/  10000 (96.38%), best:    9678/10000 (96.78%), error:      1256.86328, best error:      1077.48279 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.3657073975s, input_fired_time: 0.6483294964, output_fired_time: 0.3918430209, propagate_forward_time: 20.0539684296, propagate_backward_time: 29.6684055328, weight_update_time: 0.0701359436, other_time: 1.6031608582
epoch time: 4.3330454826s, input_fired_time: 0.0660043210, output_fired_time: 0.0000000000, propagate_forward_time: 4.0003213882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667198181
validation[          , genome  5879] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1048.99951, best error:      1048.99951 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.3539085388s, input_fired_time: 0.6464855075, output_fired_time: 0.3918629587, propagate_forward_time: 20.0461292267, propagate_backward_time: 29.6724052429, weight_update_time: 0.0699384660, other_time: 1.5970249176
epoch time: 4.3358316422s, input_fired_time: 0.0672096387, output_fired_time: 0.0000000000, propagate_forward_time: 4.0006756783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679462433
validation[          , genome  5879] predictions:    9656/  10000 (96.56%), best:    9697/10000 (96.97%), error:      1139.15918, best error:      1048.99951 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.3583450317s, input_fired_time: 0.6499707103, output_fired_time: 0.3916865289, propagate_forward_time: 20.0320396423, propagate_backward_time: 29.6808681488, weight_update_time: 0.0702213496, other_time: 1.6037807465
epoch time: 4.3410363197s, input_fired_time: 0.0681147948, output_fired_time: 0.0000000000, propagate_forward_time: 4.0025844574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703371048
validation[          , genome  5879] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1013.70911, best error:      1013.70911 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.3891143799s, input_fired_time: 0.6511713862, output_fired_time: 0.3922272027, propagate_forward_time: 20.0273494720, propagate_backward_time: 29.6986179352, weight_update_time: 0.0704492480, other_time: 1.6197471619
epoch time: 4.4488544464s, input_fired_time: 0.0680664927, output_fired_time: 0.0000000000, propagate_forward_time: 4.1042742729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765135765
validation[          , genome  5879] predictions:    9690/  10000 (96.90%), best:    9686/10000 (96.86%), error:      1029.97522, best error:      1013.70911 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.4640045166s, input_fired_time: 0.6543350220, output_fired_time: 0.3945879340, propagate_forward_time: 20.0180377960, propagate_backward_time: 29.7510089874, weight_update_time: 0.0703325272, other_time: 1.6460342407
epoch time: 4.3843107224s, input_fired_time: 0.0680923313, output_fired_time: 0.0000000000, propagate_forward_time: 4.0354046822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808136940
validation[          , genome  5879] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1012.44843, best error:      1012.44843 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.8738441467s, input_fired_time: 0.6566890478, output_fired_time: 0.3960252404, propagate_forward_time: 20.2341117859, propagate_backward_time: 29.9169826508, weight_update_time: 0.0731264055, other_time: 1.6700344086
epoch time: 4.3563933372s, input_fired_time: 0.0680981949, output_fired_time: 0.0000000000, propagate_forward_time: 4.0099201202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783751488
validation[          , genome  5879] predictions:    9630/  10000 (96.30%), best:    9689/10000 (96.89%), error:      1210.10791, best error:      1012.44843 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.5364761353s, input_fired_time: 0.6528068185, output_fired_time: 0.3942933679, propagate_forward_time: 20.0511245728, propagate_backward_time: 29.7608203888, weight_update_time: 0.0752253607, other_time: 1.6774311066
epoch time: 4.3528428078s, input_fired_time: 0.0682765990, output_fired_time: 0.0000000000, propagate_forward_time: 4.0068979263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776684761
validation[          , genome  5879] predictions:    9631/  10000 (96.31%), best:    9689/10000 (96.89%), error:      1205.32605, best error:      1012.44843 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.6965217590s, input_fired_time: 0.6564395428, output_fired_time: 0.3943345547, propagate_forward_time: 20.1643104553, propagate_backward_time: 29.8276233673, weight_update_time: 0.0709732473, other_time: 1.6538143158
epoch time: 4.6068344116s, input_fired_time: 0.0711129233, output_fired_time: 0.0000000000, propagate_forward_time: 4.2539501190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817711830
validation[          , genome  5879] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       984.75568, best error:       984.75568 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.7989234924s, input_fired_time: 0.6581906080, output_fired_time: 0.3959067762, propagate_forward_time: 20.1924762726, propagate_backward_time: 29.9214859009, weight_update_time: 0.0708254129, other_time: 1.6308612823
epoch time: 4.5024604797s, input_fired_time: 0.0709451139, output_fired_time: 0.0000000000, propagate_forward_time: 4.1533417702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781734467
validation[          , genome  5879] predictions:    9678/  10000 (96.78%), best:    9720/10000 (97.20%), error:      1039.84778, best error:       984.75568 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.4084968567s, input_fired_time: 0.6541177034, output_fired_time: 0.3927544057, propagate_forward_time: 20.0573959351, propagate_backward_time: 29.6852169037, weight_update_time: 0.0708160847, other_time: 1.6190128326
epoch time: 4.3730421066s, input_fired_time: 0.0718398318, output_fired_time: 0.0000000000, propagate_forward_time: 4.0261278152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750744820
validation[          , genome  5879] predictions:    9678/  10000 (96.78%), best:    9720/10000 (97.20%), error:      1085.79749, best error:       984.75568 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.5037918091s, input_fired_time: 0.6557540298, output_fired_time: 0.3944607973, propagate_forward_time: 20.0823554993, propagate_backward_time: 29.7548484802, weight_update_time: 0.0710891336, other_time: 1.6163711548
epoch time: 4.3358502388s, input_fired_time: 0.0682129934, output_fired_time: 0.0000000000, propagate_forward_time: 4.0010910034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665462494
validation[          , genome  5879] predictions:    9675/  10000 (96.75%), best:    9720/10000 (97.20%), error:      1053.76001, best error:       984.75568 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.5079040527s, input_fired_time: 0.6573026776, output_fired_time: 0.3938744366, propagate_forward_time: 20.0770111084, propagate_backward_time: 29.7374668121, weight_update_time: 0.0716651380, other_time: 1.6422481537
epoch time: 4.3381056786s, input_fired_time: 0.0686722249, output_fired_time: 0.0000000000, propagate_forward_time: 4.0019311905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675023079
validation[          , genome  5879] predictions:    9640/  10000 (96.40%), best:    9720/10000 (97.20%), error:      1160.00757, best error:       984.75568 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.1442146301s, input_fired_time: 0.6741186380, output_fired_time: 0.4050276279, propagate_forward_time: 20.7325553894, propagate_backward_time: 30.6489734650, weight_update_time: 0.0733242929, other_time: 1.6835384369
epoch time: 4.3419518471s, input_fired_time: 0.0688558295, output_fired_time: 0.0000000000, propagate_forward_time: 4.0051126480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679834366
validation[          , genome  5879] predictions:    9654/  10000 (96.54%), best:    9720/10000 (97.20%), error:      1149.59436, best error:       984.75568 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.9520645142s, input_fired_time: 0.6680744886, output_fired_time: 0.4099511504, propagate_forward_time: 20.6188850403, propagate_backward_time: 30.5986881256, weight_update_time: 0.0723436102, other_time: 1.6564655304
epoch time: 4.4114270210s, input_fired_time: 0.0695669129, output_fired_time: 0.0000000000, propagate_forward_time: 4.0711083412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707519531
validation[          , genome  5879] predictions:    9711/  10000 (97.11%), best:    9720/10000 (97.20%), error:       995.31079, best error:       984.75568 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 54.7227478027s, input_fired_time: 0.6809393167, output_fired_time: 0.4185874164, propagate_forward_time: 20.9935283661, propagate_backward_time: 30.9365291595, weight_update_time: 0.0737402812, other_time: 1.6931629181
epoch time: 4.3512001038s, input_fired_time: 0.0670951232, output_fired_time: 0.0000000000, propagate_forward_time: 4.0031671524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809376717
validation[          , genome  5879] predictions:    9643/  10000 (96.43%), best:    9720/10000 (97.20%), error:      1207.91174, best error:       984.75568 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.6565475464s, input_fired_time: 0.6557469368, output_fired_time: 0.3954417109, propagate_forward_time: 20.1383552551, propagate_backward_time: 29.8087158203, weight_update_time: 0.0709791407, other_time: 1.6582870483
epoch time: 4.4164452553s, input_fired_time: 0.0685468391, output_fired_time: 0.0000000000, propagate_forward_time: 4.0660800934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818183899
validation[          , genome  5879] predictions:    9642/  10000 (96.42%), best:    9720/10000 (97.20%), error:      1177.21838, best error:       984.75568 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.4409255981s, input_fired_time: 0.6555609703, output_fired_time: 0.3911439180, propagate_forward_time: 20.0613574982, propagate_backward_time: 29.7173728943, weight_update_time: 0.0690009668, other_time: 1.6154918671
epoch time: 4.3448190689s, input_fired_time: 0.0685506687, output_fired_time: 0.0000000000, propagate_forward_time: 4.0017957687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744727135
validation[          , genome  5879] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       956.05450, best error:       956.05450 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.8737487793s, input_fired_time: 0.6653682590, output_fired_time: 0.3998593688, propagate_forward_time: 20.6711292267, propagate_backward_time: 30.5214653015, weight_update_time: 0.0697292164, other_time: 1.6159248352
epoch time: 4.3517279625s, input_fired_time: 0.0684219748, output_fired_time: 0.0000000000, propagate_forward_time: 4.0159158707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673902512
validation[          , genome  5879] predictions:    9661/  10000 (96.61%), best:    9716/10000 (97.16%), error:      1170.12830, best error:       956.05450 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.5871124268s, input_fired_time: 0.6586955190, output_fired_time: 0.3922722936, propagate_forward_time: 20.1437759399, propagate_backward_time: 29.8088207245, weight_update_time: 0.0686268359, other_time: 1.5835475922
epoch time: 4.3350586891s, input_fired_time: 0.0689679533, output_fired_time: 0.0000000000, propagate_forward_time: 4.0008578300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652330399
validation[          , genome  5879] predictions:    9711/  10000 (97.11%), best:    9716/10000 (97.16%), error:       969.12012, best error:       956.05450 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.8537483215s, input_fired_time: 0.6586053967, output_fired_time: 0.3933150470, propagate_forward_time: 20.2622528076, propagate_backward_time: 29.9623432159, weight_update_time: 0.0686586127, other_time: 1.5772342682
epoch time: 4.3390889168s, input_fired_time: 0.0684391186, output_fired_time: 0.0000000000, propagate_forward_time: 4.0043840408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662658691
validation[          , genome  5879] predictions:    9673/  10000 (96.73%), best:    9716/10000 (97.16%), error:      1084.71570, best error:       956.05450 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.3941726685s, input_fired_time: 0.6569522023, output_fired_time: 0.3919079006, propagate_forward_time: 20.0567893982, propagate_backward_time: 29.7182674408, weight_update_time: 0.0683163181, other_time: 1.5702571869
epoch time: 4.3408784866s, input_fired_time: 0.0694640204, output_fired_time: 0.0000000000, propagate_forward_time: 4.0040459633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673683167
validation[          , genome  5879] predictions:    9717/  10000 (97.17%), best:    9716/10000 (97.16%), error:       957.57245, best error:       956.05450 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.3364334106s, input_fired_time: 0.6552341580, output_fired_time: 0.3905356228, propagate_forward_time: 20.0387763977, propagate_backward_time: 29.6819629669, weight_update_time: 0.0685073957, other_time: 1.5699214935
epoch time: 4.4096069336s, input_fired_time: 0.0705916286, output_fired_time: 0.0000000000, propagate_forward_time: 4.0589966774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800188065
validation[          , genome  5879] predictions:    9530/  10000 (95.30%), best:    9716/10000 (97.16%), error:      1605.07153, best error:       956.05450 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.3243637085s, input_fired_time: 0.6538164020, output_fired_time: 0.3902887702, propagate_forward_time: 20.0453300476, propagate_backward_time: 29.6724300385, weight_update_time: 0.0683724359, other_time: 1.5624980927
epoch time: 4.3330030441s, input_fired_time: 0.0685620978, output_fired_time: 0.0000000000, propagate_forward_time: 3.9996423721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647986412
validation[          , genome  5879] predictions:    9683/  10000 (96.83%), best:    9716/10000 (97.16%), error:      1002.10101, best error:       956.05450 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.5145034790s, input_fired_time: 0.6597686410, output_fired_time: 0.3912982345, propagate_forward_time: 20.1139621735, propagate_backward_time: 29.7756710052, weight_update_time: 0.0688983873, other_time: 1.5738067627
epoch time: 4.3366017342s, input_fired_time: 0.0692938566, output_fired_time: 0.0000000000, propagate_forward_time: 4.0012631416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660446167
validation[          , genome  5879] predictions:    9694/  10000 (96.94%), best:    9716/10000 (97.16%), error:      1074.79907, best error:       956.05450 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.5649108887s, input_fired_time: 0.6591607928, output_fired_time: 0.3920867145, propagate_forward_time: 20.1305980682, propagate_backward_time: 29.7866287231, weight_update_time: 0.0694356188, other_time: 1.5964374542
epoch time: 4.3404459953s, input_fired_time: 0.0691720024, output_fired_time: 0.0000000000, propagate_forward_time: 4.0031380653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681360245
validation[          , genome  5879] predictions:    9719/  10000 (97.19%), best:    9716/10000 (97.16%), error:       960.36932, best error:       956.05450 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.9460144043s, input_fired_time: 0.6626428366, output_fired_time: 0.3938004673, propagate_forward_time: 20.3103656769, propagate_backward_time: 29.9893741608, weight_update_time: 0.0695606321, other_time: 1.5898323059
epoch time: 4.3428106308s, input_fired_time: 0.0685260072, output_fired_time: 0.0000000000, propagate_forward_time: 4.0017213821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725634575
validation[          , genome  5879] predictions:    9691/  10000 (96.91%), best:    9716/10000 (97.16%), error:      1038.38721, best error:       956.05450 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.7752799988s, input_fired_time: 0.6587995291, output_fired_time: 0.3962744474, propagate_forward_time: 20.2280082703, propagate_backward_time: 29.9217777252, weight_update_time: 0.0690530166, other_time: 1.5704212189
epoch time: 4.3388786316s, input_fired_time: 0.0698760673, output_fired_time: 0.0000000000, propagate_forward_time: 4.0019974709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670049667
validation[          , genome  5879] predictions:    9664/  10000 (96.64%), best:    9716/10000 (97.16%), error:      1141.98938, best error:       956.05450 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.4512481689s, input_fired_time: 0.6689928770, output_fired_time: 0.4071746469, propagate_forward_time: 20.8973979950, propagate_backward_time: 30.8749885559, weight_update_time: 0.0708772615, other_time: 1.6026954651
epoch time: 4.3379716873s, input_fired_time: 0.0696219131, output_fired_time: 0.0000000000, propagate_forward_time: 4.0010285378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673211098
validation[          , genome  5879] predictions:    9657/  10000 (96.57%), best:    9716/10000 (97.16%), error:      1123.67676, best error:       956.05450 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.8245506287s, input_fired_time: 0.6606143117, output_fired_time: 0.3929043412, propagate_forward_time: 20.2463378906, propagate_backward_time: 29.9424686432, weight_update_time: 0.0691509470, other_time: 1.5822238922
epoch time: 4.3387446404s, input_fired_time: 0.0698303580, output_fired_time: 0.0000000000, propagate_forward_time: 4.0031056404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658085823
validation[          , genome  5879] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1096.79346, best error:       956.05450 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.4147911072s, input_fired_time: 0.6590314507, output_fired_time: 0.3912191689, propagate_forward_time: 20.0586910248, propagate_backward_time: 29.7305603027, weight_update_time: 0.0690212175, other_time: 1.5752887726
epoch time: 4.3391666412s, input_fired_time: 0.0699471384, output_fired_time: 0.0000000000, propagate_forward_time: 4.0025343895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666850090
validation[          , genome  5879] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1045.03064, best error:       956.05450 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.7461929321s, input_fired_time: 0.6622383595, output_fired_time: 0.3932377994, propagate_forward_time: 20.2300605774, propagate_backward_time: 29.8985919952, weight_update_time: 0.0692177564, other_time: 1.5620632172
epoch time: 4.4022650719s, input_fired_time: 0.0707350448, output_fired_time: 0.0000000000, propagate_forward_time: 4.0639996529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675304413
validation[          , genome  5879] predictions:    9641/  10000 (96.41%), best:    9716/10000 (97.16%), error:      1141.85889, best error:       956.05450 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.8539085388s, input_fired_time: 0.6626009345, output_fired_time: 0.3944122195, propagate_forward_time: 20.2551860809, propagate_backward_time: 29.9749908447, weight_update_time: 0.0695964098, other_time: 1.5667171478
epoch time: 4.3489093781s, input_fired_time: 0.0717478171, output_fired_time: 0.0000000000, propagate_forward_time: 4.0088286400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683329582
validation[          , genome  5879] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       955.66071, best error:       955.66071 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.3478775024s, input_fired_time: 0.6584963202, output_fired_time: 0.3901422322, propagate_forward_time: 20.0506763458, propagate_backward_time: 29.6928443909, weight_update_time: 0.0690831095, other_time: 1.5557193756
epoch time: 4.3408045769s, input_fired_time: 0.0710297078, output_fired_time: 0.0000000000, propagate_forward_time: 4.0026845932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670903206
validation[          , genome  5879] predictions:    9691/  10000 (96.91%), best:    9710/10000 (97.10%), error:      1029.50427, best error:       955.66071 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.2862739563s, input_fired_time: 0.6581681371, output_fired_time: 0.3896582127, propagate_forward_time: 20.0280628204, propagate_backward_time: 29.6611480713, weight_update_time: 0.0690807402, other_time: 1.5492343903
epoch time: 4.3357348442s, input_fired_time: 0.0701465830, output_fired_time: 0.0000000000, propagate_forward_time: 4.0009164810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646718025
validation[          , genome  5879] predictions:    9705/  10000 (97.05%), best:    9710/10000 (97.10%), error:       967.56940, best error:       955.66071 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.3190116882s, input_fired_time: 0.6610219479, output_fired_time: 0.3899612725, propagate_forward_time: 20.0400009155, propagate_backward_time: 29.6780834198, weight_update_time: 0.0693752617, other_time: 1.5499439240
epoch time: 4.3382320404s, input_fired_time: 0.0703908056, output_fired_time: 0.0000000000, propagate_forward_time: 4.0020284653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658128738
validation[          , genome  5879] predictions:    9713/  10000 (97.13%), best:    9710/10000 (97.10%), error:       982.24512, best error:       955.66071 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.4822158813s, input_fired_time: 0.6624175310, output_fired_time: 0.3911069036, propagate_forward_time: 20.1065235138, propagate_backward_time: 29.7393417358, weight_update_time: 0.0696237236, other_time: 1.5828266144
epoch time: 4.3397345543s, input_fired_time: 0.0709123015, output_fired_time: 0.0000000000, propagate_forward_time: 4.0024652481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663569450
validation[          , genome  5879] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       951.75812, best error:       951.75812 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.3205451965s, input_fired_time: 0.6687477827, output_fired_time: 0.3972662687, propagate_forward_time: 20.4626979828, propagate_backward_time: 30.2030563354, weight_update_time: 0.0699121132, other_time: 1.5887775421
epoch time: 4.6251621246s, input_fired_time: 0.0730008855, output_fired_time: 0.0000000000, propagate_forward_time: 4.2655525208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866086960
validation[          , genome  5879] predictions:    9689/  10000 (96.89%), best:    9717/10000 (97.17%), error:      1048.03967, best error:       951.75812 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.4961662292s, input_fired_time: 0.6605934501, output_fired_time: 0.3960202634, propagate_forward_time: 20.1070899963, propagate_backward_time: 29.7753181458, weight_update_time: 0.0693472028, other_time: 1.5571441650
epoch time: 4.3353056908s, input_fired_time: 0.0699650422, output_fired_time: 0.0000000000, propagate_forward_time: 4.0013375282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640032768
validation[          , genome  5879] predictions:    9701/  10000 (97.01%), best:    9717/10000 (97.17%), error:       966.28406, best error:       951.75812 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.5343780518s, input_fired_time: 0.6606564522, output_fired_time: 0.3906739950, propagate_forward_time: 20.1422672272, propagate_backward_time: 29.7649936676, weight_update_time: 0.0689717233, other_time: 1.5757865906
epoch time: 4.4074068069s, input_fired_time: 0.0707014576, output_fired_time: 0.0000000000, propagate_forward_time: 4.0642452240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724599838
validation[          , genome  5879] predictions:    9672/  10000 (96.72%), best:    9717/10000 (97.17%), error:      1031.64673, best error:       951.75812 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.0816001892s, input_fired_time: 0.6670792103, output_fired_time: 0.3971564174, propagate_forward_time: 20.3548316956, propagate_backward_time: 30.0761737823, weight_update_time: 0.0696844831, other_time: 1.5863590240
epoch time: 4.3394660950s, input_fired_time: 0.0702479109, output_fired_time: 0.0000000000, propagate_forward_time: 4.0040454865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651724815
validation[          , genome  5879] predictions:    9702/  10000 (97.02%), best:    9717/10000 (97.17%), error:       987.78693, best error:       951.75812 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.6467742920s, input_fired_time: 0.6671922207, output_fired_time: 0.3918750584, propagate_forward_time: 20.1704025269, propagate_backward_time: 29.8280963898, weight_update_time: 0.0696577653, other_time: 1.5892086029
epoch time: 4.3724899292s, input_fired_time: 0.0698262826, output_fired_time: 0.0000000000, propagate_forward_time: 4.0365467072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661170959
validation[          , genome  5879] predictions:    9722/  10000 (97.22%), best:    9717/10000 (97.17%), error:       976.70404, best error:       951.75812 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.5215034485s, input_fired_time: 0.6653894782, output_fired_time: 0.3907666206, propagate_forward_time: 20.1190738678, propagate_backward_time: 29.7747459412, weight_update_time: 0.0694314837, other_time: 1.5715274811
epoch time: 4.3488163948s, input_fired_time: 0.0727486014, output_fired_time: 0.0000000000, propagate_forward_time: 4.0088334084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672343254
validation[          , genome  5879] predictions:    9715/  10000 (97.15%), best:    9717/10000 (97.17%), error:       961.29321, best error:       951.75812 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.0628242493s, input_fired_time: 0.6638192534, output_fired_time: 0.3946724534, propagate_forward_time: 20.3590259552, propagate_backward_time: 30.0836563110, weight_update_time: 0.0695644617, other_time: 1.5616512299
epoch time: 4.3942394257s, input_fired_time: 0.0734408423, output_fired_time: 0.0000000000, propagate_forward_time: 4.0518655777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689328194
validation[          , genome  5879] predictions:    9631/  10000 (96.31%), best:    9717/10000 (97.17%), error:      1236.35095, best error:       951.75812 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.7174148560s, input_fired_time: 0.6640207171, output_fired_time: 0.3926718235, propagate_forward_time: 20.2134323120, propagate_backward_time: 29.8875846863, weight_update_time: 0.0693708211, other_time: 1.5597038269
epoch time: 4.3359365463s, input_fired_time: 0.0703959987, output_fired_time: 0.0000000000, propagate_forward_time: 4.0021619797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633786201
validation[          , genome  5879] predictions:    9694/  10000 (96.94%), best:    9717/10000 (97.17%), error:      1025.05847, best error:       951.75812 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.3014640808s, input_fired_time: 0.6658001542, output_fired_time: 0.3901133835, propagate_forward_time: 20.0302314758, propagate_backward_time: 29.6663684845, weight_update_time: 0.0689148083, other_time: 1.5489482880
epoch time: 4.3370747566s, input_fired_time: 0.0711771622, output_fired_time: 0.0000000000, propagate_forward_time: 4.0018224716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640752792
validation[          , genome  5879] predictions:    9707/  10000 (97.07%), best:    9717/10000 (97.17%), error:      1006.26703, best error:       951.75812 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.3078384399s, input_fired_time: 0.6662100554, output_fired_time: 0.3900548518, propagate_forward_time: 20.0392742157, propagate_backward_time: 29.6578254700, weight_update_time: 0.0689200982, other_time: 1.5544719696
epoch time: 4.3354139328s, input_fired_time: 0.0705316588, output_fired_time: 0.0000000000, propagate_forward_time: 4.0014543533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634277344
validation[          , genome  5879] predictions:    9699/  10000 (96.99%), best:    9717/10000 (97.17%), error:      1005.80615, best error:       951.75812 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.0311470032s, input_fired_time: 0.6754695773, output_fired_time: 0.4003758430, propagate_forward_time: 20.7422008514, propagate_backward_time: 30.6202774048, weight_update_time: 0.0705083609, other_time: 1.5928268433
epoch time: 4.3413400650s, input_fired_time: 0.0712274909, output_fired_time: 0.0000000000, propagate_forward_time: 4.0060248375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640876770
validation[          , genome  5879] predictions:    9696/  10000 (96.96%), best:    9717/10000 (97.17%), error:      1016.14514, best error:       951.75812 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.2093086243s, input_fired_time: 0.6700741053, output_fired_time: 0.3964470625, propagate_forward_time: 20.4140357971, propagate_backward_time: 30.1488323212, weight_update_time: 0.0695922747, other_time: 1.5799198151
epoch time: 4.3623571396s, input_fired_time: 0.0705703348, output_fired_time: 0.0000000000, propagate_forward_time: 4.0214552879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703313828
validation[          , genome  5879] predictions:    9698/  10000 (96.98%), best:    9717/10000 (97.17%), error:      1013.91388, best error:       951.75812 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.5063781738s, input_fired_time: 0.6696500182, output_fired_time: 0.3975763023, propagate_forward_time: 20.5164661407, propagate_backward_time: 30.3541660309, weight_update_time: 0.0699187145, other_time: 1.5685195923
epoch time: 4.3388643265s, input_fired_time: 0.0716614574, output_fired_time: 0.0000000000, propagate_forward_time: 4.0008058548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663969994
validation[          , genome  5879] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       921.10492, best error:       921.10492 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.7256126404s, input_fired_time: 0.6665750742, output_fired_time: 0.3942845166, propagate_forward_time: 20.2135429382, propagate_backward_time: 29.8884849548, weight_update_time: 0.0691726506, other_time: 1.5627250671
epoch time: 4.3406352997s, input_fired_time: 0.0719783157, output_fired_time: 0.0000000000, propagate_forward_time: 4.0030703545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655868530
validation[          , genome  5879] predictions:    9735/  10000 (97.35%), best:    9730/10000 (97.30%), error:       951.52301, best error:       921.10492 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.1502532959s, input_fired_time: 0.6768643856, output_fired_time: 0.4041166306, propagate_forward_time: 20.8159294128, propagate_backward_time: 30.6490364075, weight_update_time: 0.0725740343, other_time: 1.6043052673
epoch time: 4.3462977409s, input_fired_time: 0.0713457391, output_fired_time: 0.0000000000, propagate_forward_time: 4.0093464851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656054497
validation[          , genome  5879] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:      1009.49695, best error:       921.10492 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.0031242371s, input_fired_time: 0.6744118333, output_fired_time: 0.4016017914, propagate_forward_time: 20.7257976532, propagate_backward_time: 30.6009349823, weight_update_time: 0.0703326091, other_time: 1.6003742218
epoch time: 4.3519787788s, input_fired_time: 0.0714355707, output_fired_time: 0.0000000000, propagate_forward_time: 4.0170726776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634706497
validation[          , genome  5879] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:       981.77759, best error:       921.10492 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.6756706238s, input_fired_time: 0.6563248634, output_fired_time: 0.3924728930, propagate_forward_time: 20.2120895386, propagate_backward_time: 29.8910007477, weight_update_time: 0.0666157901, other_time: 1.5237827301
epoch time: 4.3533315659s, input_fired_time: 0.0681366175, output_fired_time: 0.0000000000, propagate_forward_time: 4.0226373672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625575066
validation[          , genome  5879] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1026.07178, best error:       921.10492 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.7919349670s, input_fired_time: 0.6547726393, output_fired_time: 0.3930295408, propagate_forward_time: 20.2393798828, propagate_backward_time: 30.0015182495, weight_update_time: 0.0649175420, other_time: 1.5032348633
epoch time: 4.4935669899s, input_fired_time: 0.0704000741, output_fired_time: 0.0000000000, propagate_forward_time: 4.1540489197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691178322
validation[          , genome  5879] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1033.26172, best error:       921.10492 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.1936912537s, input_fired_time: 0.6554657817, output_fired_time: 0.3966353238, propagate_forward_time: 20.3645210266, propagate_backward_time: 30.2668590546, weight_update_time: 0.0652732104, other_time: 1.5102100372
epoch time: 4.4551687241s, input_fired_time: 0.0700456128, output_fired_time: 0.0000000000, propagate_forward_time: 4.1146936417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704296112
validation[          , genome  5879] predictions:    9646/  10000 (96.46%), best:    9730/10000 (97.30%), error:      1157.32898, best error:       921.10492 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.9188461304s, input_fired_time: 0.6574575901, output_fired_time: 0.3940583169, propagate_forward_time: 20.2735652924, propagate_backward_time: 30.0782470703, weight_update_time: 0.0655047297, other_time: 1.5155162811
epoch time: 4.3363552094s, input_fired_time: 0.0687188581, output_fired_time: 0.0000000000, propagate_forward_time: 4.0056977272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619385719
validation[          , genome  5879] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       956.86688, best error:       921.10492 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.5782089233s, input_fired_time: 0.6567547917, output_fired_time: 0.3910797834, propagate_forward_time: 20.1745185852, propagate_backward_time: 29.8591327667, weight_update_time: 0.0649047568, other_time: 1.4967250824
epoch time: 4.4532151222s, input_fired_time: 0.0707953945, output_fired_time: 0.0000000000, propagate_forward_time: 4.1154022217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2670173645
validation[          , genome  5879] predictions:    9726/  10000 (97.26%), best:    9730/10000 (97.30%), error:       979.48779, best error:       921.10492 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.6877021790s, input_fired_time: 0.6557863355, output_fired_time: 0.3932985365, propagate_forward_time: 20.1802959442, propagate_backward_time: 29.9543781281, weight_update_time: 0.0650439858, other_time: 1.5039443970
epoch time: 4.3433933258s, input_fired_time: 0.0692775473, output_fired_time: 0.0000000000, propagate_forward_time: 4.0112433434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628722191
validation[          , genome  5879] predictions:    9711/  10000 (97.11%), best:    9730/10000 (97.30%), error:       990.61945, best error:       921.10492 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.5855445862s, input_fired_time: 0.6630293727, output_fired_time: 0.3975403607, propagate_forward_time: 20.5414295197, propagate_backward_time: 30.4573497772, weight_update_time: 0.0657890365, other_time: 1.5261955261
epoch time: 4.3389854431s, input_fired_time: 0.0689766631, output_fired_time: 0.0000000000, propagate_forward_time: 4.0048222542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651863098
validation[          , genome  5879] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1043.15271, best error:       921.10492 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.8124389648s, input_fired_time: 0.6651872993, output_fired_time: 0.4002431035, propagate_forward_time: 20.5886535645, propagate_backward_time: 30.6235008240, weight_update_time: 0.0663662329, other_time: 1.5348548889
epoch time: 4.4242615700s, input_fired_time: 0.0702193379, output_fired_time: 0.0000000000, propagate_forward_time: 4.0878276825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662143707
validation[          , genome  5879] predictions:    9722/  10000 (97.22%), best:    9730/10000 (97.30%), error:       973.62964, best error:       921.10492 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.2405433655s, input_fired_time: 0.6593098044, output_fired_time: 0.3976660371, propagate_forward_time: 20.3895664215, propagate_backward_time: 30.2854843140, weight_update_time: 0.0653768107, other_time: 1.5085163116
epoch time: 4.3897457123s, input_fired_time: 0.0703735650, output_fired_time: 0.0000000000, propagate_forward_time: 4.0552773476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640948296
validation[          , genome  5879] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:      1016.08356, best error:       921.10492 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.6440544128s, input_fired_time: 0.6636212468, output_fired_time: 0.4011811912, propagate_forward_time: 20.5599880219, propagate_backward_time: 30.4840736389, weight_update_time: 0.0657888874, other_time: 1.5351905823
epoch time: 4.3918914795s, input_fired_time: 0.0695990473, output_fired_time: 0.0000000000, propagate_forward_time: 4.0580577850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642345428
validation[          , genome  5879] predictions:    9625/  10000 (96.25%), best:    9730/10000 (97.30%), error:      1223.60889, best error:       921.10492 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.8012504578s, input_fired_time: 0.6713849902, output_fired_time: 0.4029819965, propagate_forward_time: 20.6800422668, propagate_backward_time: 30.4900817871, weight_update_time: 0.0663339794, other_time: 1.5567588806
epoch time: 4.3396201134s, input_fired_time: 0.0702391118, output_fired_time: 0.0000000000, propagate_forward_time: 4.0065588951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628221512
validation[          , genome  5879] predictions:    9628/  10000 (96.28%), best:    9730/10000 (97.30%), error:      1239.34155, best error:       921.10492 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.5438499451s, input_fired_time: 0.6748118997, output_fired_time: 0.4026591480, propagate_forward_time: 20.9493217468, propagate_backward_time: 30.9511146545, weight_update_time: 0.0675315037, other_time: 1.5659408569
epoch time: 4.3980822563s, input_fired_time: 0.0710878074, output_fired_time: 0.0000000000, propagate_forward_time: 4.0561895370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708048820
validation[          , genome  5879] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:      1015.92566, best error:       921.10492 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.8280754089s, input_fired_time: 0.6716141105, output_fired_time: 0.4011931419, propagate_forward_time: 20.6590480804, propagate_backward_time: 30.5568141937, weight_update_time: 0.0659713745, other_time: 1.5394077301
epoch time: 4.3691773415s, input_fired_time: 0.0701402649, output_fired_time: 0.0000000000, propagate_forward_time: 4.0364756584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625613213
validation[          , genome  5879] predictions:    9659/  10000 (96.59%), best:    9730/10000 (97.30%), error:      1140.87720, best error:       921.10492 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.2390785217s, input_fired_time: 0.6619956493, output_fired_time: 0.3974650502, propagate_forward_time: 20.3965435028, propagate_backward_time: 30.2772331238, weight_update_time: 0.0654866993, other_time: 1.5058422089
epoch time: 4.3917188644s, input_fired_time: 0.0709368289, output_fired_time: 0.0000000000, propagate_forward_time: 4.0570859909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636961937
validation[          , genome  5879] predictions:    9696/  10000 (96.96%), best:    9730/10000 (97.30%), error:       988.86060, best error:       921.10492 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.5104446411s, input_fired_time: 0.6556453109, output_fired_time: 0.3918380141, propagate_forward_time: 20.1310577393, propagate_backward_time: 29.8425807953, weight_update_time: 0.0646740571, other_time: 1.4893245697
epoch time: 4.3755168915s, input_fired_time: 0.0697039291, output_fired_time: 0.0000000000, propagate_forward_time: 4.0418233871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639894485
validation[          , genome  5879] predictions:    9715/  10000 (97.15%), best:    9730/10000 (97.30%), error:       939.91632, best error:       921.10492 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.8793487549s, input_fired_time: 0.6597776413, output_fired_time: 0.3933806717, propagate_forward_time: 20.2614364624, propagate_backward_time: 30.0586433411, weight_update_time: 0.0655915439, other_time: 1.5061111450
epoch time: 4.3376369476s, input_fired_time: 0.0698870420, output_fired_time: 0.0000000000, propagate_forward_time: 4.0064983368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612514496
validation[          , genome  5879] predictions:    9694/  10000 (96.94%), best:    9730/10000 (97.30%), error:       994.12225, best error:       921.10492 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.4491233826s, input_fired_time: 0.6583548784, output_fired_time: 0.3920446932, propagate_forward_time: 20.0650730133, propagate_backward_time: 29.8309650421, weight_update_time: 0.0651258752, other_time: 1.5026855469
epoch time: 4.4033989906s, input_fired_time: 0.0749353692, output_fired_time: 0.0000000000, propagate_forward_time: 4.0510950089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773685455
validation[          , genome  5879] predictions:    9628/  10000 (96.28%), best:    9730/10000 (97.30%), error:      1159.18250, best error:       921.10492 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.7379417419s, input_fired_time: 0.6711776257, output_fired_time: 0.3986254632, propagate_forward_time: 20.6189079285, propagate_backward_time: 30.5032024384, weight_update_time: 0.0662089884, other_time: 1.5460300446
epoch time: 4.3994083405s, input_fired_time: 0.0702837855, output_fired_time: 0.0000000000, propagate_forward_time: 4.0587611198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703633308
validation[          , genome  5879] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:      1007.62817, best error:       921.10492 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.1793365479s, input_fired_time: 0.6761784554, output_fired_time: 0.4042282999, propagate_forward_time: 20.7565956116, propagate_backward_time: 30.7848300934, weight_update_time: 0.0666772574, other_time: 1.5575046539
epoch time: 4.3493137360s, input_fired_time: 0.0698146075, output_fired_time: 0.0000000000, propagate_forward_time: 4.0064373016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730617523
validation[          , genome  5879] predictions:    9694/  10000 (96.94%), best:    9730/10000 (97.30%), error:       998.29718, best error:       921.10492 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.4068298340s, input_fired_time: 0.6681852341, output_fired_time: 0.3982962668, propagate_forward_time: 20.5311985016, propagate_backward_time: 30.2865467072, weight_update_time: 0.0665062517, other_time: 1.5226020813
epoch time: 4.7923913002s, input_fired_time: 0.0745962337, output_fired_time: 0.0000000000, propagate_forward_time: 4.4373111725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804837227
validation[          , genome  5879] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       949.03424, best error:       921.10492 on epoch:    77, 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: 22.3917732239s, input_fired_time: 0.3609471917, output_fired_time: 0.0000000000, propagate_forward_time: 20.6537818909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3770446777
best training[          , genome  5879] predictions:   49338/  50000 (98.68%), best:    9730/10000 (97.30%), error:      2426.72876, best error:       921.10492 on epoch:    77, 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: 4.3325605392s, input_fired_time: 0.0677069724, output_fired_time: 0.0000000000, propagate_forward_time: 4.0002422333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646112442
   testing[          , genome  5879] predictions:    9742/  10000 (97.42%), best:    9730/10000 (97.30%), error:       881.91736, best error:       921.10492 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:11:46 (4382): called boinc_finish(0)

</stderr_txt>
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