Nameexact_genome_1512568488_43_6966_1
Workunit2606152
Created7 Dec 2017, 23:01:27 UTC
Sent7 Dec 2017, 23:06:52 UTC
Report deadline18 Dec 2017, 3:36:41 UTC
Received8 Dec 2017, 9:40:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67666
Run time2 hours 58 min 31 sec
CPU time2 hours 58 min 31 sec
Validate stateValid
Credit2,546.84
Device peak FLOPS3.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.21 MB
Peak swap size152.86 MB
Peak disk usage1.19 MB

Stderr output

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

epoch time: 98.3698959351s, input_fired_time: 1.0682199001, output_fired_time: 0.6582860351, propagate_forward_time: 38.3905601501, propagate_backward_time: 56.2827453613, weight_update_time: 0.0851098299, other_time: 1.9700813293
epoch time: 7.6804552078s, input_fired_time: 0.1076689437, output_fired_time: 0.0000000000, propagate_forward_time: 7.2392654419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335208893
validation[          , genome  6966] predictions:    9688/  10000 (96.88%), best:    9708/10000 (97.08%), error:      1044.42603, best error:       968.42761 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 98.2726669312s, input_fired_time: 1.0695073605, output_fired_time: 0.6642286777, propagate_forward_time: 38.3635330200, propagate_backward_time: 56.0765380859, weight_update_time: 0.0868022069, other_time: 2.0988616943
epoch time: 9.5248241425s, input_fired_time: 0.1248643696, output_fired_time: 0.0000000000, propagate_forward_time: 9.0139789581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859806061
validation[          , genome  6966] predictions:    9694/  10000 (96.94%), best:    9708/10000 (97.08%), error:      1035.75427, best error:       968.42761 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.2071456909s, input_fired_time: 1.0638922453, output_fired_time: 0.6689720750, propagate_forward_time: 38.4518508911, propagate_backward_time: 56.0302963257, weight_update_time: 0.0855128169, other_time: 1.9921340942
epoch time: 8.0716514587s, input_fired_time: 0.1102943122, output_fired_time: 0.0000000000, propagate_forward_time: 7.6238732338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374838829
validation[          , genome  6966] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       960.83350, best error:       960.83350 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 95.1857681274s, input_fired_time: 1.0621280670, output_fired_time: 0.6422365904, propagate_forward_time: 37.2839965820, propagate_backward_time: 54.2364311218, weight_update_time: 0.0874611661, other_time: 1.9609794617
epoch time: 7.7080721855s, input_fired_time: 0.1118447930, output_fired_time: 0.0000000000, propagate_forward_time: 7.2576875687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385396004
validation[          , genome  6966] predictions:    9706/  10000 (97.06%), best:    9711/10000 (97.11%), error:       999.58551, best error:       960.83350 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 95.2449035645s, input_fired_time: 1.0673813820, output_fired_time: 0.6615556479, propagate_forward_time: 37.1993446350, propagate_backward_time: 54.3069534302, weight_update_time: 0.0865851194, other_time: 2.0096702576
epoch time: 7.8673396111s, input_fired_time: 0.1122786179, output_fired_time: 0.0000000000, propagate_forward_time: 7.4176259041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374352455
validation[          , genome  6966] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       959.45496, best error:       959.45496 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.0139617920s, input_fired_time: 1.0797518492, output_fired_time: 0.6429128647, propagate_forward_time: 37.5941925049, propagate_backward_time: 54.6945762634, weight_update_time: 0.0882360190, other_time: 2.0025291443
epoch time: 7.9576387405s, input_fired_time: 0.1163649783, output_fired_time: 0.0000000000, propagate_forward_time: 7.4994916916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417820930
validation[          , genome  6966] predictions:    9677/  10000 (96.77%), best:    9708/10000 (97.08%), error:      1065.16797, best error:       959.45496 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.4561538696s, input_fired_time: 1.0877377987, output_fired_time: 0.6599528193, propagate_forward_time: 38.5590858459, propagate_backward_time: 56.1126823425, weight_update_time: 0.0881465226, other_time: 2.0366973877
epoch time: 7.7427105904s, input_fired_time: 0.1110368371, output_fired_time: 0.0000000000, propagate_forward_time: 7.2847166061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469572067
validation[          , genome  6966] predictions:    9690/  10000 (96.90%), best:    9708/10000 (97.08%), error:      1058.45593, best error:       959.45496 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 100.5544662476s, input_fired_time: 1.1109323502, output_fired_time: 0.6705135107, propagate_forward_time: 39.4277610779, propagate_backward_time: 57.0870780945, weight_update_time: 0.0894384608, other_time: 2.2581787109
epoch time: 9.4972314835s, input_fired_time: 0.1250251830, output_fired_time: 0.0000000000, propagate_forward_time: 8.9821443558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900623322
validation[          , genome  6966] predictions:    9659/  10000 (96.59%), best:    9708/10000 (97.08%), error:      1094.23254, best error:       959.45496 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.1192550659s, input_fired_time: 1.0874197483, output_fired_time: 0.6933116913, propagate_forward_time: 39.6189651489, propagate_backward_time: 57.6047744751, weight_update_time: 0.0878841951, other_time: 2.1147842407
epoch time: 7.7634029388s, input_fired_time: 0.1123326793, output_fired_time: 0.0000000000, propagate_forward_time: 7.3157958984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352742195
validation[          , genome  6966] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       946.88257, best error:       946.88257 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.4937210083s, input_fired_time: 1.0996935368, output_fired_time: 0.6536862254, propagate_forward_time: 38.6037178040, propagate_backward_time: 56.1128959656, weight_update_time: 0.0895692930, other_time: 2.0237274170
epoch time: 7.6975598335s, input_fired_time: 0.1111070588, output_fired_time: 0.0000000000, propagate_forward_time: 7.2506117821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358411789
validation[          , genome  6966] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:       978.03113, best error:       946.88257 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 99.5660705566s, input_fired_time: 1.0821007490, output_fired_time: 0.6996569633, propagate_forward_time: 38.8480644226, propagate_backward_time: 56.8537788391, weight_update_time: 0.1116680503, other_time: 2.0824737549
epoch time: 7.9331398010s, input_fired_time: 0.1156179979, output_fired_time: 0.0000000000, propagate_forward_time: 7.4766187668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409028053
validation[          , genome  6966] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       916.53467, best error:       916.53467 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 96.7269821167s, input_fired_time: 1.0904419422, output_fired_time: 0.7027946711, propagate_forward_time: 37.4180412292, propagate_backward_time: 55.5148124695, weight_update_time: 0.1083119959, other_time: 2.0008926392
epoch time: 7.6878218651s, input_fired_time: 0.1124766544, output_fired_time: 0.0000000000, propagate_forward_time: 7.2416400909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337049484
validation[          , genome  6966] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       995.59576, best error:       916.53467 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.2026214600s, input_fired_time: 1.1018937826, output_fired_time: 0.6804770827, propagate_forward_time: 40.4860420227, propagate_backward_time: 58.8400154114, weight_update_time: 0.1107971594, other_time: 2.0942001343
epoch time: 8.2307796478s, input_fired_time: 0.1163783893, output_fired_time: 0.0000000000, propagate_forward_time: 7.7628488541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515520096
validation[          , genome  6966] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:       971.57904, best error:       916.53467 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.5907135010s, input_fired_time: 1.1453614235, output_fired_time: 0.7039501071, propagate_forward_time: 40.8000793457, propagate_backward_time: 58.7275505066, weight_update_time: 0.0908079222, other_time: 2.2137718201
epoch time: 8.6250810623s, input_fired_time: 0.1219656840, output_fired_time: 0.0000000000, propagate_forward_time: 8.1332836151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698320389
validation[          , genome  6966] predictions:    9718/  10000 (97.18%), best:    9722/10000 (97.22%), error:       991.49658, best error:       916.53467 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 97.6596984863s, input_fired_time: 1.0792025328, output_fired_time: 0.6524116993, propagate_forward_time: 38.1706848145, propagate_backward_time: 55.7467041016, weight_update_time: 0.0879454464, other_time: 2.0106964111
epoch time: 7.7443795204s, input_fired_time: 0.1119711250, output_fired_time: 0.0000000000, propagate_forward_time: 7.3002343178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321743011
validation[          , genome  6966] predictions:    9713/  10000 (97.13%), best:    9722/10000 (97.22%), error:       949.67401, best error:       916.53467 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 94.4196701050s, input_fired_time: 1.0799888372, output_fired_time: 0.6379474401, propagate_forward_time: 36.9142189026, propagate_backward_time: 53.8406105042, weight_update_time: 0.0879009962, other_time: 1.9469070435
epoch time: 7.6799721718s, input_fired_time: 0.1115516946, output_fired_time: 0.0000000000, propagate_forward_time: 7.2378635406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305568695
validation[          , genome  6966] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       938.92834, best error:       916.53467 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 97.3988723755s, input_fired_time: 1.0682990551, output_fired_time: 0.6526269317, propagate_forward_time: 38.1254997253, propagate_backward_time: 55.6120719910, weight_update_time: 0.0850465074, other_time: 1.9403762817
epoch time: 7.9937319756s, input_fired_time: 0.1102787256, output_fired_time: 0.0000000000, propagate_forward_time: 7.5519447327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315086365
validation[          , genome  6966] predictions:    9732/  10000 (97.32%), best:    9722/10000 (97.22%), error:       939.79230, best error:       916.53467 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.1511306763s, input_fired_time: 1.0719267130, output_fired_time: 0.6524815559, propagate_forward_time: 38.4756431580, propagate_backward_time: 55.9633331299, weight_update_time: 0.0859578475, other_time: 1.9877433777
epoch time: 7.9771656990s, input_fired_time: 0.1099582985, output_fired_time: 0.0000000000, propagate_forward_time: 7.5164890289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507184982
validation[          , genome  6966] predictions:    9699/  10000 (96.99%), best:    9722/10000 (97.22%), error:       956.27991, best error:       916.53467 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 99.6922836304s, input_fired_time: 1.1245918274, output_fired_time: 0.6847963333, propagate_forward_time: 39.1458816528, propagate_backward_time: 56.5177078247, weight_update_time: 0.0893113837, other_time: 2.2192993164
epoch time: 8.1350736618s, input_fired_time: 0.1135566384, output_fired_time: 0.0000000000, propagate_forward_time: 7.6707549095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507618904
validation[          , genome  6966] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       915.98969, best error:       915.98969 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 100.3297195435s, input_fired_time: 1.1209496260, output_fired_time: 0.6796627641, propagate_forward_time: 39.3018417358, propagate_backward_time: 57.1077690125, weight_update_time: 0.0896280408, other_time: 2.1194953918
epoch time: 7.9310703278s, input_fired_time: 0.1148661152, output_fired_time: 0.0000000000, propagate_forward_time: 7.4767265320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394775391
validation[          , genome  6966] predictions:    9710/  10000 (97.10%), best:    9717/10000 (97.17%), error:       933.36243, best error:       915.98969 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 97.4700088501s, input_fired_time: 1.0849441290, output_fired_time: 0.6454988122, propagate_forward_time: 37.9833984375, propagate_backward_time: 55.7693748474, weight_update_time: 0.0889430493, other_time: 1.9867897034
epoch time: 8.8561048508s, input_fired_time: 0.1363288760, output_fired_time: 0.0000000000, propagate_forward_time: 8.3637552261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560209274
validation[          , genome  6966] predictions:    9668/  10000 (96.68%), best:    9717/10000 (97.17%), error:      1085.28601, best error:       915.98969 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 96.6686096191s, input_fired_time: 1.1425693035, output_fired_time: 0.6433498859, propagate_forward_time: 37.6921386719, propagate_backward_time: 55.1177444458, weight_update_time: 0.0894358605, other_time: 2.0728073120
epoch time: 7.9583206177s, input_fired_time: 0.1149767786, output_fired_time: 0.0000000000, propagate_forward_time: 7.4791364670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642072678
validation[          , genome  6966] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1065.59912, best error:       915.98969 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 97.2558670044s, input_fired_time: 1.0844010115, output_fired_time: 0.6661069393, propagate_forward_time: 38.0596313477, propagate_backward_time: 55.4739685059, weight_update_time: 0.0831050426, other_time: 1.9717559814
epoch time: 7.9938139915s, input_fired_time: 0.1119248196, output_fired_time: 0.0000000000, propagate_forward_time: 7.5461115837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357777596
validation[          , genome  6966] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       912.39642, best error:       912.39642 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 98.1570205688s, input_fired_time: 1.1143890619, output_fired_time: 0.6508085132, propagate_forward_time: 38.5942649841, propagate_backward_time: 55.8582725525, weight_update_time: 0.0858135223, other_time: 1.9392852783
epoch time: 9.1661758423s, input_fired_time: 0.1218672097, output_fired_time: 0.0000000000, propagate_forward_time: 8.6788425446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654661179
validation[          , genome  6966] predictions:    9717/  10000 (97.17%), best:    9720/10000 (97.20%), error:       950.40326, best error:       912.39642 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 98.5993041992s, input_fired_time: 1.0734225512, output_fired_time: 0.6764005423, propagate_forward_time: 38.4834709167, propagate_backward_time: 56.3932876587, weight_update_time: 0.0853697807, other_time: 1.9727210999
epoch time: 8.6391897202s, input_fired_time: 0.1175116450, output_fired_time: 0.0000000000, propagate_forward_time: 8.1646175385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570604324
validation[          , genome  6966] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       971.02863, best error:       912.39642 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 98.7907638550s, input_fired_time: 1.0838637352, output_fired_time: 0.6670467854, propagate_forward_time: 38.6765556335, propagate_backward_time: 56.4026222229, weight_update_time: 0.0848627388, other_time: 1.9606781006
epoch time: 7.8154096603s, input_fired_time: 0.1107181311, output_fired_time: 0.0000000000, propagate_forward_time: 7.3738403320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308510780
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       850.41791, best error:       850.41791 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.4156951904s, input_fired_time: 1.0782080889, output_fired_time: 0.6408936381, propagate_forward_time: 37.3335418701, propagate_backward_time: 54.4102020264, weight_update_time: 0.0862736702, other_time: 1.9528503418
epoch time: 8.0855140686s, input_fired_time: 0.1370203346, output_fired_time: 0.0000000000, propagate_forward_time: 7.5861783028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623156548
validation[          , genome  6966] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:      1028.98901, best error:       850.41791 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 95.1162033081s, input_fired_time: 1.0940233469, output_fired_time: 0.6391813755, propagate_forward_time: 37.1579208374, propagate_backward_time: 54.2410659790, weight_update_time: 0.0899996981, other_time: 1.9840087891
epoch time: 7.6970896721s, input_fired_time: 0.1166216806, output_fired_time: 0.0000000000, propagate_forward_time: 7.2445554733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359127045
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       830.60718, best error:       830.60718 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 97.9568252563s, input_fired_time: 1.0848727226, output_fired_time: 0.6538197398, propagate_forward_time: 38.4346389771, propagate_backward_time: 55.8363304138, weight_update_time: 0.0857394785, other_time: 1.9471702576
epoch time: 7.8975763321s, input_fired_time: 0.1118868589, output_fired_time: 0.0000000000, propagate_forward_time: 7.4506239891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350653648
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       915.35022, best error:       830.60718 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 95.6494827271s, input_fired_time: 1.0866258144, output_fired_time: 0.6496937871, propagate_forward_time: 37.4030113220, propagate_backward_time: 54.5378379822, weight_update_time: 0.0869713575, other_time: 1.9723129272
epoch time: 8.9367847443s, input_fired_time: 0.1197186559, output_fired_time: 0.0000000000, propagate_forward_time: 8.4578714371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591947556
validation[          , genome  6966] predictions:    9679/  10000 (96.79%), best:    9753/10000 (97.53%), error:      1008.25928, best error:       830.60718 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.6221008301s, input_fired_time: 1.0911183357, output_fired_time: 0.6714607477, propagate_forward_time: 38.9653358459, propagate_backward_time: 56.9165267944, weight_update_time: 0.0868985727, other_time: 1.9776573181
epoch time: 8.1381816864s, input_fired_time: 0.1140426099, output_fired_time: 0.0000000000, propagate_forward_time: 7.6774120331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467273712
validation[          , genome  6966] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       940.57916, best error:       830.60718 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 100.3647994995s, input_fired_time: 1.0934847593, output_fired_time: 0.6863143444, propagate_forward_time: 39.4194450378, propagate_backward_time: 57.1694297791, weight_update_time: 0.0871865600, other_time: 1.9961242676
epoch time: 7.9947628975s, input_fired_time: 0.1337395459, output_fired_time: 0.0000000000, propagate_forward_time: 7.5194778442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415455818
validation[          , genome  6966] predictions:    9657/  10000 (96.57%), best:    9753/10000 (97.53%), error:      1123.98853, best error:       830.60718 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 96.1559982300s, input_fired_time: 1.0889784098, output_fired_time: 0.6502664685, propagate_forward_time: 37.7098541260, propagate_backward_time: 54.7502861023, weight_update_time: 0.0870228857, other_time: 1.9566078186
epoch time: 7.8002424240s, input_fired_time: 0.1131822616, output_fired_time: 0.0000000000, propagate_forward_time: 7.3474597931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396005630
validation[          , genome  6966] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       904.40540, best error:       830.60718 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.0721969604s, input_fired_time: 1.0553296804, output_fired_time: 0.6431246996, propagate_forward_time: 37.1621856689, propagate_backward_time: 54.2679977417, weight_update_time: 0.0857733116, other_time: 1.9435577393
epoch time: 7.8565750122s, input_fired_time: 0.1102850586, output_fired_time: 0.0000000000, propagate_forward_time: 7.4157485962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305411339
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       879.80499, best error:       830.60718 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 96.4935607910s, input_fired_time: 1.0694470406, output_fired_time: 0.6438721418, propagate_forward_time: 37.7117271423, propagate_backward_time: 55.0698776245, weight_update_time: 0.0883649141, other_time: 1.9986305237
epoch time: 7.9158887863s, input_fired_time: 0.1102441028, output_fired_time: 0.0000000000, propagate_forward_time: 7.4553899765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502545357
validation[          , genome  6966] predictions:    9683/  10000 (96.83%), best:    9753/10000 (97.53%), error:      1021.48578, best error:       830.60718 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.8045730591s, input_fired_time: 1.0740069151, output_fired_time: 0.6802726388, propagate_forward_time: 38.9842796326, propagate_backward_time: 57.0901412964, weight_update_time: 0.1049905196, other_time: 1.9758720398
epoch time: 7.7688450813s, input_fired_time: 0.1102574915, output_fired_time: 0.0000000000, propagate_forward_time: 7.3287940025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297934532
validation[          , genome  6966] predictions:    9695/  10000 (96.95%), best:    9753/10000 (97.53%), error:       976.15338, best error:       830.60718 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 97.7613754272s, input_fired_time: 1.0892351866, output_fired_time: 0.6734500527, propagate_forward_time: 38.3019523621, propagate_backward_time: 55.7419967651, weight_update_time: 0.0844167396, other_time: 1.9547462463
epoch time: 7.9230437279s, input_fired_time: 0.1115796566, output_fired_time: 0.0000000000, propagate_forward_time: 7.4800119400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314523697
validation[          , genome  6966] predictions:    9642/  10000 (96.42%), best:    9753/10000 (97.53%), error:      1209.68958, best error:       830.60718 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 100.2003631592s, input_fired_time: 1.1312698126, output_fired_time: 0.6875931025, propagate_forward_time: 39.1105041504, propagate_backward_time: 57.3203506470, weight_update_time: 0.0871107802, other_time: 1.9506454468
epoch time: 7.7535028458s, input_fired_time: 0.1124818623, output_fired_time: 0.0000000000, propagate_forward_time: 7.3032031059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378176689
validation[          , genome  6966] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       837.25580, best error:       830.60718 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 94.8982238770s, input_fired_time: 1.0898764133, output_fired_time: 0.6350674629, propagate_forward_time: 37.2221908569, propagate_backward_time: 53.8899650574, weight_update_time: 0.0876895785, other_time: 2.0611228943
epoch time: 8.3932266235s, input_fired_time: 0.1207980961, output_fired_time: 0.0000000000, propagate_forward_time: 7.9165606499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558678627
validation[          , genome  6966] predictions:    9641/  10000 (96.41%), best:    9753/10000 (97.53%), error:      1215.39429, best error:       830.60718 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 95.8227005005s, input_fired_time: 1.0699993372, output_fired_time: 0.6406905651, propagate_forward_time: 37.4753074646, propagate_backward_time: 54.7526855469, weight_update_time: 0.0830246732, other_time: 1.8840141296
epoch time: 7.6746249199s, input_fired_time: 0.1109656245, output_fired_time: 0.0000000000, propagate_forward_time: 7.2423100471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213491440
validation[          , genome  6966] predictions:    9759/  10000 (97.59%), best:    9753/10000 (97.53%), error:       835.61401, best error:       830.60718 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 97.2984085083s, input_fired_time: 1.0796859264, output_fired_time: 0.6530675292, propagate_forward_time: 38.1229553223, propagate_backward_time: 55.4773750305, weight_update_time: 0.0875022560, other_time: 1.9653205872
epoch time: 9.6882266998s, input_fired_time: 0.1275457293, output_fired_time: 0.0000000000, propagate_forward_time: 9.1595802307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011011124
validation[          , genome  6966] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       925.09875, best error:       830.60718 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.4937133789s, input_fired_time: 1.0827021599, output_fired_time: 0.6722086072, propagate_forward_time: 38.7929458618, propagate_backward_time: 56.9928207397, weight_update_time: 0.0866181329, other_time: 1.9530334473
epoch time: 8.6382579803s, input_fired_time: 0.1188376844, output_fired_time: 0.0000000000, propagate_forward_time: 8.1760559082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433647156
validation[          , genome  6966] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       842.44312, best error:       830.60718 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 98.4147796631s, input_fired_time: 1.0885626078, output_fired_time: 0.6749753356, propagate_forward_time: 38.5440254211, propagate_backward_time: 56.0947608948, weight_update_time: 0.0884812847, other_time: 2.0124588013
epoch time: 8.2521677017s, input_fired_time: 0.1165880039, output_fired_time: 0.0000000000, propagate_forward_time: 7.7768321037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587479591
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       815.63928, best error:       815.63928 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 97.2911834717s, input_fired_time: 1.0972591639, output_fired_time: 0.6750575900, propagate_forward_time: 38.2231559753, propagate_backward_time: 55.3638687134, weight_update_time: 0.0854138136, other_time: 1.9318428040
epoch time: 7.8304781914s, input_fired_time: 0.1146251485, output_fired_time: 0.0000000000, propagate_forward_time: 7.3803496361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355035782
validation[          , genome  6966] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       878.82849, best error:       815.63928 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 96.1758880615s, input_fired_time: 1.1072648764, output_fired_time: 0.6634758711, propagate_forward_time: 37.6241416931, propagate_backward_time: 54.7442588806, weight_update_time: 0.0890422836, other_time: 2.0367507935
epoch time: 8.1425952911s, input_fired_time: 0.1194209531, output_fired_time: 0.0000000000, propagate_forward_time: 7.6715378761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516364098
validation[          , genome  6966] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       899.07489, best error:       815.63928 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.0002822876s, input_fired_time: 1.1037229300, output_fired_time: 0.6657640934, propagate_forward_time: 37.0368576050, propagate_backward_time: 54.2095222473, weight_update_time: 0.0910762846, other_time: 1.9844169617
epoch time: 7.9234900475s, input_fired_time: 0.1156133786, output_fired_time: 0.0000000000, propagate_forward_time: 7.4286608696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792157173
validation[          , genome  6966] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       825.26904, best error:       815.63928 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.9407806396s, input_fired_time: 1.0723887682, output_fired_time: 0.6534447670, propagate_forward_time: 38.0306816101, propagate_backward_time: 55.2987861633, weight_update_time: 0.0833355710, other_time: 1.8854827881
epoch time: 8.2051677704s, input_fired_time: 0.1169205606, output_fired_time: 0.0000000000, propagate_forward_time: 7.7489314079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393158913
validation[          , genome  6966] predictions:    9757/  10000 (97.57%), best:    9753/10000 (97.53%), error:       835.87378, best error:       815.63928 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 98.4112625122s, input_fired_time: 1.0862863064, output_fired_time: 0.6827146411, propagate_forward_time: 38.5543060303, propagate_backward_time: 56.1502151489, weight_update_time: 0.0850407779, other_time: 1.9377365112
epoch time: 7.7397952080s, input_fired_time: 0.1143445969, output_fired_time: 0.0000000000, propagate_forward_time: 7.2840981483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413524628
validation[          , genome  6966] predictions:    9508/  10000 (95.08%), best:    9753/10000 (97.53%), error:      1797.49219, best error:       815.63928 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 100.0253982544s, input_fired_time: 1.0987147093, output_fired_time: 0.6829665899, propagate_forward_time: 39.1131210327, propagate_backward_time: 57.1342430115, weight_update_time: 0.0880864635, other_time: 1.9963493347
epoch time: 7.7593455315s, input_fired_time: 0.1172148958, output_fired_time: 0.0000000000, propagate_forward_time: 7.3013200760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408107758
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       825.56647, best error:       815.63928 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 95.7141952515s, input_fired_time: 1.1037232876, output_fired_time: 0.6400460601, propagate_forward_time: 37.4555931091, propagate_backward_time: 54.5197601318, weight_update_time: 0.0875248536, other_time: 1.9950752258
epoch time: 8.4991416931s, input_fired_time: 0.1202881485, output_fired_time: 0.0000000000, propagate_forward_time: 8.0065803528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722734451
validation[          , genome  6966] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1318.87634, best error:       815.63928 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 96.8103256226s, input_fired_time: 1.0981110334, output_fired_time: 0.6463183761, propagate_forward_time: 37.9247169495, propagate_backward_time: 55.2196540833, weight_update_time: 0.0833963603, other_time: 1.9215240479
epoch time: 8.0245981216s, input_fired_time: 0.1150167882, output_fired_time: 0.0000000000, propagate_forward_time: 7.5764331818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331480026
validation[          , genome  6966] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       882.88318, best error:       815.63928 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.8093338013s, input_fired_time: 1.0739552975, output_fired_time: 0.6409775019, propagate_forward_time: 37.0331459045, propagate_backward_time: 54.1591720581, weight_update_time: 0.0841536000, other_time: 1.9020881653
epoch time: 8.0347623825s, input_fired_time: 0.1197382286, output_fired_time: 0.0000000000, propagate_forward_time: 7.5669879913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480362892
validation[          , genome  6966] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       880.67316, best error:       815.63928 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 96.6026763916s, input_fired_time: 1.0987145901, output_fired_time: 0.6751199961, propagate_forward_time: 37.7159576416, propagate_backward_time: 55.1727371216, weight_update_time: 0.0834638178, other_time: 1.9401473999
epoch time: 7.7943735123s, input_fired_time: 0.1189700961, output_fired_time: 0.0000000000, propagate_forward_time: 7.3335680962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418354988
validation[          , genome  6966] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       845.72888, best error:       815.63928 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 97.7422256470s, input_fired_time: 1.1082838774, output_fired_time: 0.6590365767, propagate_forward_time: 38.3139266968, propagate_backward_time: 55.7432174683, weight_update_time: 0.0839494616, other_time: 1.9177627563
epoch time: 7.7901353836s, input_fired_time: 0.1132788137, output_fired_time: 0.0000000000, propagate_forward_time: 7.3296928406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471636772
validation[          , genome  6966] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       853.88916, best error:       815.63928 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 104.1589813232s, input_fired_time: 1.1969017982, output_fired_time: 0.6856127977, propagate_forward_time: 40.8406906128, propagate_backward_time: 59.4375190735, weight_update_time: 0.0892221034, other_time: 1.9982566833
epoch time: 8.5386219025s, input_fired_time: 0.1214576364, output_fired_time: 0.0000000000, propagate_forward_time: 8.0621252060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550386429
validation[          , genome  6966] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       876.10706, best error:       815.63928 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 96.1408538818s, input_fired_time: 1.1285361052, output_fired_time: 0.6425601244, propagate_forward_time: 37.6061134338, propagate_backward_time: 54.7829284668, weight_update_time: 0.0890280679, other_time: 1.9807167053
epoch time: 8.0805053711s, input_fired_time: 0.1186088175, output_fired_time: 0.0000000000, propagate_forward_time: 7.6194200516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424763680
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       965.15271, best error:       815.63928 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 96.6300048828s, input_fired_time: 1.0899646282, output_fired_time: 0.6494764686, propagate_forward_time: 37.7517738342, propagate_backward_time: 55.2254295349, weight_update_time: 0.0852892548, other_time: 1.9133605957
epoch time: 7.6968874931s, input_fired_time: 0.1157951280, output_fired_time: 0.0000000000, propagate_forward_time: 7.2429127693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381795883
validation[          , genome  6966] predictions:    9677/  10000 (96.77%), best:    9753/10000 (97.53%), error:      1034.63159, best error:       815.63928 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 94.0449142456s, input_fired_time: 1.0950369835, output_fired_time: 0.6367965341, propagate_forward_time: 36.8122062683, propagate_backward_time: 53.5153083801, weight_update_time: 0.0878041163, other_time: 1.9855651855
epoch time: 8.1356630325s, input_fired_time: 0.1172133163, output_fired_time: 0.0000000000, propagate_forward_time: 7.6795940399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388557434
validation[          , genome  6966] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       856.22467, best error:       815.63928 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 99.2769699097s, input_fired_time: 1.1088292599, output_fired_time: 0.6652615070, propagate_forward_time: 38.7569351196, propagate_backward_time: 56.6862945557, weight_update_time: 0.0897001475, other_time: 2.0596542358
epoch time: 7.8247585297s, input_fired_time: 0.1152284816, output_fired_time: 0.0000000000, propagate_forward_time: 7.3651428223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443870544
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       923.21344, best error:       815.63928 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.5008697510s, input_fired_time: 1.1144026518, output_fired_time: 0.6595393419, propagate_forward_time: 38.5370407104, propagate_backward_time: 56.1951560974, weight_update_time: 0.0869740993, other_time: 1.9947319031
epoch time: 7.8071970940s, input_fired_time: 0.1145031676, output_fired_time: 0.0000000000, propagate_forward_time: 7.3650155067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276782036
validation[          , genome  6966] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       967.44855, best error:       815.63928 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 97.0659103394s, input_fired_time: 1.1563862562, output_fired_time: 0.6500484943, propagate_forward_time: 37.9335250854, propagate_backward_time: 55.3573760986, weight_update_time: 0.0889361426, other_time: 1.9685745239
epoch time: 7.9911270142s, input_fired_time: 0.1156479269, output_fired_time: 0.0000000000, propagate_forward_time: 7.5191097260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563694954
validation[          , genome  6966] predictions:    9694/  10000 (96.94%), best:    9753/10000 (97.53%), error:      1033.13892, best error:       815.63928 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 96.5315933228s, input_fired_time: 1.1676205397, output_fired_time: 0.6416080594, propagate_forward_time: 37.6025657654, propagate_backward_time: 55.1431045532, weight_update_time: 0.0878264681, other_time: 1.9766960144
epoch time: 7.9081478119s, input_fired_time: 0.1184997261, output_fired_time: 0.0000000000, propagate_forward_time: 7.4495282173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401198387
validation[          , genome  6966] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       810.72028, best error:       810.72028 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 95.4040374756s, input_fired_time: 1.0970906019, output_fired_time: 0.6563445926, propagate_forward_time: 37.0923233032, propagate_backward_time: 54.5855674744, weight_update_time: 0.0879031718, other_time: 1.9727134705
epoch time: 7.7544765472s, input_fired_time: 0.1183027551, output_fired_time: 0.0000000000, propagate_forward_time: 7.3003892899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357844353
validation[          , genome  6966] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       890.47382, best error:       810.72028 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 94.7303848267s, input_fired_time: 1.1116037369, output_fired_time: 0.6572574973, propagate_forward_time: 37.1470336914, propagate_backward_time: 53.8620986938, weight_update_time: 0.0875366256, other_time: 1.9523925781
epoch time: 8.7864370346s, input_fired_time: 0.1431690305, output_fired_time: 0.0000000000, propagate_forward_time: 8.2949962616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482713699
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9760/10000 (97.60%), error:       882.14905, best error:       810.72028 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 97.0867462158s, input_fired_time: 1.1586498022, output_fired_time: 0.6697522402, propagate_forward_time: 38.0791473389, propagate_backward_time: 55.2079086304, weight_update_time: 0.0870201513, other_time: 1.9712829590
epoch time: 8.0209608078s, input_fired_time: 0.1171715036, output_fired_time: 0.0000000000, propagate_forward_time: 7.5715670586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322224617
validation[          , genome  6966] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       801.59619, best error:       801.59619 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.0389633179s, input_fired_time: 1.1606625319, output_fired_time: 0.7074840665, propagate_forward_time: 42.0770072937, propagate_backward_time: 61.0199584961, weight_update_time: 0.0925624818, other_time: 2.0738563538
epoch time: 8.4154510498s, input_fired_time: 0.1217238754, output_fired_time: 0.0000000000, propagate_forward_time: 7.9453673363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483595848
validation[          , genome  6966] predictions:    9774/  10000 (97.74%), best:    9762/10000 (97.62%), error:       828.08563, best error:       801.59619 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 97.4048385620s, input_fired_time: 1.1024802923, output_fired_time: 0.6515021920, propagate_forward_time: 37.9540481567, propagate_backward_time: 55.7130966187, weight_update_time: 0.0864403099, other_time: 1.9837112427
epoch time: 8.6939220428s, input_fired_time: 0.1248146966, output_fired_time: 0.0000000000, propagate_forward_time: 8.1915092468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775978088
validation[          , genome  6966] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       827.15784, best error:       801.59619 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 93.6697006226s, input_fired_time: 1.0958330631, output_fired_time: 0.6368311048, propagate_forward_time: 36.5138435364, propagate_backward_time: 53.4480171204, weight_update_time: 0.0882724300, other_time: 1.9751739502
epoch time: 8.4759197235s, input_fired_time: 0.1210809797, output_fired_time: 0.0000000000, propagate_forward_time: 8.0068264008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480119705
validation[          , genome  6966] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       897.04730, best error:       801.59619 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.5197448730s, input_fired_time: 1.0890094042, output_fired_time: 0.6411335468, propagate_forward_time: 36.9120941162, propagate_backward_time: 53.9373016357, weight_update_time: 0.0865643471, other_time: 1.9402008057
epoch time: 7.7033405304s, input_fired_time: 0.1189033613, output_fired_time: 0.0000000000, propagate_forward_time: 7.2444853783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399519920
validation[          , genome  6966] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       878.66638, best error:       801.59619 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.8601760864s, input_fired_time: 1.1269106865, output_fired_time: 0.6513270140, propagate_forward_time: 37.8244285583, propagate_backward_time: 55.2549743652, weight_update_time: 0.0893285945, other_time: 2.0025367737
epoch time: 7.6975173950s, input_fired_time: 0.1166569814, output_fired_time: 0.0000000000, propagate_forward_time: 7.2411751747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396854401
validation[          , genome  6966] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       985.05280, best error:       801.59619 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 100.3714675903s, input_fired_time: 1.1142082214, output_fired_time: 0.6760951281, propagate_forward_time: 39.4277114868, propagate_backward_time: 57.1636543274, weight_update_time: 0.0890978128, other_time: 1.9898033142
epoch time: 7.7127389908s, input_fired_time: 0.1167011783, output_fired_time: 0.0000000000, propagate_forward_time: 7.2557888031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402490616
validation[          , genome  6966] predictions:    9672/  10000 (96.72%), best:    9762/10000 (97.62%), error:      1078.53455, best error:       801.59619 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 98.5146026611s, input_fired_time: 1.1179062128, output_fired_time: 0.6618792415, propagate_forward_time: 38.6281280518, propagate_backward_time: 56.0945281982, weight_update_time: 0.0879653394, other_time: 2.0121612549
epoch time: 8.8058729172s, input_fired_time: 0.1261913180, output_fired_time: 0.0000000000, propagate_forward_time: 8.3194370270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602447510
validation[          , genome  6966] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       901.93719, best error:       801.59619 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 95.5417709351s, input_fired_time: 1.0895155668, output_fired_time: 0.6475181580, propagate_forward_time: 37.3083877563, propagate_backward_time: 54.5055084229, weight_update_time: 0.0885102227, other_time: 1.9908370972
epoch time: 7.7641935349s, input_fired_time: 0.1156632081, output_fired_time: 0.0000000000, propagate_forward_time: 7.3058853149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426451683
validation[          , genome  6966] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       808.40002, best error:       801.59619 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 92.7717666626s, input_fired_time: 1.0645378828, output_fired_time: 0.6309803724, propagate_forward_time: 36.2295646667, propagate_backward_time: 52.8769226074, weight_update_time: 0.0881101042, other_time: 1.9697608948
epoch time: 7.6907792091s, input_fired_time: 0.1155439615, output_fired_time: 0.0000000000, propagate_forward_time: 7.2381711006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370642662
validation[          , genome  6966] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       825.68591, best error:       801.59619 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.3178176880s, input_fired_time: 1.0768554211, output_fired_time: 0.6467682123, propagate_forward_time: 37.2438926697, propagate_backward_time: 54.4360542297, weight_update_time: 0.0845580474, other_time: 1.9142456055
epoch time: 7.7045946121s, input_fired_time: 0.1174310669, output_fired_time: 0.0000000000, propagate_forward_time: 7.2440767288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430867195
validation[          , genome  6966] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       894.62158, best error:       801.59619 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 100.8897247314s, input_fired_time: 1.1227011681, output_fired_time: 0.6721926928, propagate_forward_time: 39.6288566589, propagate_backward_time: 57.4140052795, weight_update_time: 0.0909032598, other_time: 2.0519638062
epoch time: 9.0321102142s, input_fired_time: 0.1262119561, output_fired_time: 0.0000000000, propagate_forward_time: 8.5453834534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605146408
validation[          , genome  6966] predictions:    9695/  10000 (96.95%), best:    9762/10000 (97.62%), error:       983.46808, best error:       801.59619 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.7165985107s, input_fired_time: 1.1020784378, output_fired_time: 0.6588038206, propagate_forward_time: 38.2824401855, propagate_backward_time: 55.6779937744, weight_update_time: 0.0878004283, other_time: 1.9952774048
epoch time: 7.6982641220s, input_fired_time: 0.1171760410, output_fired_time: 0.0000000000, propagate_forward_time: 7.2385687828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425192833
validation[          , genome  6966] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       887.00861, best error:       801.59619 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.2627334595s, input_fired_time: 1.0976086855, output_fired_time: 0.6575668454, propagate_forward_time: 38.0835494995, propagate_backward_time: 55.4788208008, weight_update_time: 0.0849057361, other_time: 1.9451828003
epoch time: 8.0173044205s, input_fired_time: 0.1198250800, output_fired_time: 0.0000000000, propagate_forward_time: 7.5577607155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397188187
validation[          , genome  6966] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       856.46942, best error:       801.59619 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.5016174316s, input_fired_time: 1.1096262932, output_fired_time: 0.6385328174, propagate_forward_time: 36.9308433533, propagate_backward_time: 53.8538513184, weight_update_time: 0.0866216347, other_time: 1.9687614441
epoch time: 7.8759794235s, input_fired_time: 0.1181835905, output_fired_time: 0.0000000000, propagate_forward_time: 7.3978557587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599400520
validation[          , genome  6966] predictions:    9715/  10000 (97.15%), best:    9762/10000 (97.62%), error:       932.33228, best error:       801.59619 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.6350860596s, input_fired_time: 1.0872343779, output_fired_time: 0.6336123943, propagate_forward_time: 36.4860954285, propagate_backward_time: 53.4518432617, weight_update_time: 0.0882103220, other_time: 1.9762992859
epoch time: 7.7543373108s, input_fired_time: 0.1194343045, output_fired_time: 0.0000000000, propagate_forward_time: 7.2942504883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406524658
validation[          , genome  6966] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       854.22491, best error:       801.59619 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 96.3580627441s, input_fired_time: 1.0931860209, output_fired_time: 0.6514745951, propagate_forward_time: 37.6344375610, propagate_backward_time: 55.0700683594, weight_update_time: 0.0835513994, other_time: 1.9088973999
epoch time: 7.8428111076s, input_fired_time: 0.1185034886, output_fired_time: 0.0000000000, propagate_forward_time: 7.3875746727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367328644
validation[          , genome  6966] predictions:    9733/  10000 (97.33%), best:    9762/10000 (97.62%), error:       861.91101, best error:       801.59619 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 94.8625106812s, input_fired_time: 1.0981701612, output_fired_time: 0.6427047253, propagate_forward_time: 37.0464553833, propagate_backward_time: 54.1119842529, weight_update_time: 0.0868845731, other_time: 1.9631958008
epoch time: 8.1459417343s, input_fired_time: 0.1181898937, output_fired_time: 0.0000000000, propagate_forward_time: 7.6914315224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363204002
validation[          , genome  6966] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       841.37610, best error:       801.59619 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.5885543823s, input_fired_time: 1.1066858768, output_fired_time: 0.6561335921, propagate_forward_time: 38.1916809082, propagate_backward_time: 55.6212692261, weight_update_time: 0.0881825164, other_time: 2.0127792358
epoch time: 8.4051542282s, input_fired_time: 0.1229968145, output_fired_time: 0.0000000000, propagate_forward_time: 7.9332647324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488922119
validation[          , genome  6966] predictions:    9682/  10000 (96.82%), best:    9762/10000 (97.62%), error:      1079.45605, best error:       801.59619 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 95.0202865601s, input_fired_time: 1.0923709869, output_fired_time: 0.6474179626, propagate_forward_time: 37.1861267090, propagate_backward_time: 54.1451644897, weight_update_time: 0.0866383016, other_time: 1.9492111206
epoch time: 7.9714040756s, input_fired_time: 0.1219148710, output_fired_time: 0.0000000000, propagate_forward_time: 7.5101661682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393230438
validation[          , genome  6966] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       874.56903, best error:       801.59619 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.6064300537s, input_fired_time: 1.1037503481, output_fired_time: 0.6456355453, propagate_forward_time: 37.3985366821, propagate_backward_time: 54.4804534912, weight_update_time: 0.0877833217, other_time: 1.9780502319
epoch time: 7.7589573860s, input_fired_time: 0.1225623786, output_fired_time: 0.0000000000, propagate_forward_time: 7.2840638161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523311615
validation[          , genome  6966] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       886.94733, best error:       801.59619 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.4043731689s, input_fired_time: 1.1407946348, output_fired_time: 0.6347870827, propagate_forward_time: 37.2542419434, propagate_backward_time: 54.3969573975, weight_update_time: 0.0882629231, other_time: 1.9775924683
epoch time: 7.7148804665s, input_fired_time: 0.1195598543, output_fired_time: 0.0000000000, propagate_forward_time: 7.2562308311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390898705
validation[          , genome  6966] predictions:    9748/  10000 (97.48%), best:    9762/10000 (97.62%), error:       850.27930, best error:       801.59619 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 95.5332641602s, input_fired_time: 1.1025623083, output_fired_time: 0.6432020664, propagate_forward_time: 37.4045982361, propagate_backward_time: 54.4429283142, weight_update_time: 0.0868414864, other_time: 1.9399719238
epoch time: 7.8985710144s, input_fired_time: 0.1228746399, output_fired_time: 0.0000000000, propagate_forward_time: 7.4126710892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630251884
validation[          , genome  6966] predictions:    9619/  10000 (96.19%), best:    9762/10000 (97.62%), error:      1395.38123, best error:       801.59619 on epoch:    78, 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: 40.0667648315s, input_fired_time: 0.6175973415, output_fired_time: 0.0000000000, propagate_forward_time: 37.6958999634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7532691956
best training[          , genome  6966] predictions:   49500/  50000 (99.00%), best:    9762/10000 (97.62%), error:      1824.11060, best error:       801.59619 on epoch:    78, 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: 8.3382854462s, input_fired_time: 0.1195598915, output_fired_time: 0.0000000000, propagate_forward_time: 7.8734126091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453125954
   testing[          , genome  6966] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       785.43201, best error:       801.59619 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:40:41 (1998): called boinc_finish(0)

</stderr_txt>
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