Nameexact_genome_1512568488_45_7040_1
Workunit2606407
Created7 Dec 2017, 23:24:56 UTC
Sent7 Dec 2017, 23:28:25 UTC
Report deadline15 Dec 2017, 22:49:56 UTC
Received8 Dec 2017, 8:52:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 16 min 5 sec
CPU time2 hours 16 min 2 sec
Validate stateValid
Credit1,993.32
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.86 MB
Peak swap size152.95 MB
Peak disk usage1.26 MB

Stderr output

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

epoch time: 78.1376800537s, input_fired_time: 0.8608741164, output_fired_time: 0.5449941158, propagate_forward_time: 30.0330238342, propagate_backward_time: 44.8150177002, weight_update_time: 0.0862538666, other_time: 1.8837776184
epoch time: 6.3051600456s, input_fired_time: 0.0885314196, output_fired_time: 0.0000000000, propagate_forward_time: 5.8960471153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205814362
validation[          , genome  7040] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1049.49500, best error:       998.75128 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 73.2821502686s, input_fired_time: 0.8305957317, output_fired_time: 0.5219562054, propagate_forward_time: 28.1090412140, propagate_backward_time: 42.0665283203, weight_update_time: 0.0807876959, other_time: 1.7540283203
epoch time: 6.0598883629s, input_fired_time: 0.0853064209, output_fired_time: 0.0000000000, propagate_forward_time: 5.6690468788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055348396
validation[          , genome  7040] predictions:    9677/  10000 (96.77%), best:    9720/10000 (97.20%), error:      1070.54858, best error:       998.75128 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.9820861816s, input_fired_time: 0.8331384063, output_fired_time: 0.5154167414, propagate_forward_time: 27.9592933655, propagate_backward_time: 41.8443298340, weight_update_time: 0.0836882293, other_time: 1.8299064636
epoch time: 5.9285330772s, input_fired_time: 0.0870045349, output_fired_time: 0.0000000000, propagate_forward_time: 5.5371794701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043489456
validation[          , genome  7040] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       991.70532, best error:       991.70532 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.0248718262s, input_fired_time: 0.8351447582, output_fired_time: 0.5164021850, propagate_forward_time: 27.9681053162, propagate_backward_time: 41.9150161743, weight_update_time: 0.0832677782, other_time: 1.7902030945
epoch time: 5.9054732323s, input_fired_time: 0.0825229436, output_fired_time: 0.0000000000, propagate_forward_time: 5.5257830620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971673012
validation[          , genome  7040] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       995.82349, best error:       991.70532 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.9402389526s, input_fired_time: 0.8445622921, output_fired_time: 0.5302033424, propagate_forward_time: 28.6942405701, propagate_backward_time: 43.0276870728, weight_update_time: 0.0839865655, other_time: 1.8435478210
epoch time: 5.9283876419s, input_fired_time: 0.0862252489, output_fired_time: 0.0000000000, propagate_forward_time: 5.5332813263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088812828
validation[          , genome  7040] predictions:    9673/  10000 (96.73%), best:    9705/10000 (97.05%), error:      1031.83716, best error:       991.70532 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 83.1664810181s, input_fired_time: 0.8929667473, output_fired_time: 0.5888807178, propagate_forward_time: 31.9166717529, propagate_backward_time: 47.7112312317, weight_update_time: 0.0919690281, other_time: 2.0567283630
epoch time: 5.9641394615s, input_fired_time: 0.0865996182, output_fired_time: 0.0000000000, propagate_forward_time: 5.5615763664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159632683
validation[          , genome  7040] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       930.41138, best error:       930.41138 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 79.8227386475s, input_fired_time: 0.8801223636, output_fired_time: 0.5563766956, propagate_forward_time: 30.6278781891, propagate_backward_time: 45.6851692200, weight_update_time: 0.0898856446, other_time: 2.0732002258
epoch time: 6.2606768608s, input_fired_time: 0.0876434818, output_fired_time: 0.0000000000, propagate_forward_time: 5.8500738144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229594231
validation[          , genome  7040] predictions:    9717/  10000 (97.17%), best:    9733/10000 (97.33%), error:       960.79218, best error:       930.41138 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 76.0542297363s, input_fired_time: 0.8481712937, output_fired_time: 0.5318650007, propagate_forward_time: 29.2400512695, propagate_backward_time: 43.5646591187, weight_update_time: 0.0855860412, other_time: 1.8694763184
epoch time: 5.9090976715s, input_fired_time: 0.0842990056, output_fired_time: 0.0000000000, propagate_forward_time: 5.5240263939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007721901
validation[          , genome  7040] predictions:    9680/  10000 (96.80%), best:    9733/10000 (97.33%), error:      1038.20349, best error:       930.41138 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.3238830566s, input_fired_time: 0.8586454391, output_fired_time: 0.5356760621, propagate_forward_time: 29.3399829865, propagate_backward_time: 43.7073974609, weight_update_time: 0.0865743682, other_time: 1.8821868896
epoch time: 7.0484008789s, input_fired_time: 0.0966040567, output_fired_time: 0.0000000000, propagate_forward_time: 6.6091127396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426842690
validation[          , genome  7040] predictions:    9687/  10000 (96.87%), best:    9733/10000 (97.33%), error:      1076.62573, best error:       930.41138 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 73.6946411133s, input_fired_time: 0.8386465311, output_fired_time: 0.5191824436, propagate_forward_time: 28.2099590302, propagate_backward_time: 42.3400573730, weight_update_time: 0.0830225348, other_time: 1.7867965698
epoch time: 5.9047670364s, input_fired_time: 0.0845230743, output_fired_time: 0.0000000000, propagate_forward_time: 5.5226163864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976274490
validation[          , genome  7040] predictions:    9738/  10000 (97.38%), best:    9733/10000 (97.33%), error:       947.06134, best error:       930.41138 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 72.2547302246s, input_fired_time: 0.8320662379, output_fired_time: 0.5093299747, propagate_forward_time: 27.7124938965, propagate_backward_time: 41.4233398438, weight_update_time: 0.0828652233, other_time: 1.7774963379
epoch time: 5.9816517830s, input_fired_time: 0.0872603655, output_fired_time: 0.0000000000, propagate_forward_time: 5.5870642662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073272705
validation[          , genome  7040] predictions:    9697/  10000 (96.97%), best:    9733/10000 (97.33%), error:      1018.03241, best error:       930.41138 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.3693161011s, input_fired_time: 0.8495649099, output_fired_time: 0.5217806101, propagate_forward_time: 28.5135669708, propagate_backward_time: 42.6509094238, weight_update_time: 0.0845218152, other_time: 1.8334960938
epoch time: 5.9112801552s, input_fired_time: 0.0857235044, output_fired_time: 0.0000000000, propagate_forward_time: 5.5252647400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002920151
validation[          , genome  7040] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       916.65240, best error:       916.65240 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 78.9023208618s, input_fired_time: 0.8754018545, output_fired_time: 0.5499372482, propagate_forward_time: 30.3068141937, propagate_backward_time: 45.2512168884, weight_update_time: 0.0888191611, other_time: 1.9189491272
epoch time: 5.9997138977s, input_fired_time: 0.0901008025, output_fired_time: 0.0000000000, propagate_forward_time: 5.5941462517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154668808
validation[          , genome  7040] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       913.24573, best error:       913.24573 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.3991699219s, input_fired_time: 0.8468863964, output_fired_time: 0.5259207487, propagate_forward_time: 28.5044269562, propagate_backward_time: 42.5911445618, weight_update_time: 0.0854191929, other_time: 1.9307975769
epoch time: 7.8415951729s, input_fired_time: 0.1122318432, output_fired_time: 0.0000000000, propagate_forward_time: 7.3306236267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987398148
validation[          , genome  7040] predictions:    9694/  10000 (96.94%), best:    9740/10000 (97.40%), error:      1036.76709, best error:       913.24573 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 74.4655380249s, input_fired_time: 0.8515591025, output_fired_time: 0.5265610814, propagate_forward_time: 28.5204524994, propagate_backward_time: 42.5922584534, weight_update_time: 0.0845435336, other_time: 1.9747047424
epoch time: 6.2507071495s, input_fired_time: 0.0933279023, output_fired_time: 0.0000000000, propagate_forward_time: 5.8314404488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259387016
validation[          , genome  7040] predictions:    9731/  10000 (97.31%), best:    9740/10000 (97.40%), error:       922.43274, best error:       913.24573 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.7029418945s, input_fired_time: 0.8788428307, output_fired_time: 0.5594474077, propagate_forward_time: 30.9339485168, propagate_backward_time: 46.3830909729, weight_update_time: 0.0900744498, other_time: 1.9476089478
epoch time: 5.9044318199s, input_fired_time: 0.0853581801, output_fired_time: 0.0000000000, propagate_forward_time: 5.5216689110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974047661
validation[          , genome  7040] predictions:    9730/  10000 (97.30%), best:    9740/10000 (97.40%), error:       924.29065, best error:       913.24573 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.4423446655s, input_fired_time: 0.8680566549, output_fired_time: 0.5468040109, propagate_forward_time: 30.0679588318, propagate_backward_time: 45.0647087097, weight_update_time: 0.0873665065, other_time: 1.8948135376
epoch time: 5.8977079391s, input_fired_time: 0.0830160677, output_fired_time: 0.0000000000, propagate_forward_time: 5.5189251900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957668304
validation[          , genome  7040] predictions:    9729/  10000 (97.29%), best:    9740/10000 (97.40%), error:       982.96301, best error:       913.24573 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 72.1882934570s, input_fired_time: 0.8245491385, output_fired_time: 0.5106191039, propagate_forward_time: 27.6082725525, propagate_backward_time: 41.5089721680, weight_update_time: 0.0807274505, other_time: 1.7358818054
epoch time: 5.9024119377s, input_fired_time: 0.0853962973, output_fired_time: 0.0000000000, propagate_forward_time: 5.5191512108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978644371
validation[          , genome  7040] predictions:    9649/  10000 (96.49%), best:    9740/10000 (97.40%), error:      1139.86096, best error:       913.24573 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 76.4898300171s, input_fired_time: 0.8528897762, output_fired_time: 0.5394939184, propagate_forward_time: 29.3799266815, propagate_backward_time: 43.8788414001, weight_update_time: 0.0854049847, other_time: 1.8386726379
epoch time: 5.9514575005s, input_fired_time: 0.0862336084, output_fired_time: 0.0000000000, propagate_forward_time: 5.5617656708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034582138
validation[          , genome  7040] predictions:    9730/  10000 (97.30%), best:    9740/10000 (97.40%), error:       969.92010, best error:       913.24573 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.1557693481s, input_fired_time: 0.8289481401, output_fired_time: 0.5086740255, propagate_forward_time: 27.6670398712, propagate_backward_time: 41.3801918030, weight_update_time: 0.0820228830, other_time: 1.7709159851
epoch time: 5.8974905014s, input_fired_time: 0.0832644701, output_fired_time: 0.0000000000, propagate_forward_time: 5.5175881386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966380119
validation[          , genome  7040] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       873.47797, best error:       873.47797 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.3178787231s, input_fired_time: 0.8421608210, output_fired_time: 0.5202459097, propagate_forward_time: 28.4989128113, propagate_backward_time: 42.6578407288, weight_update_time: 0.0804743990, other_time: 1.7987136841
epoch time: 6.9803647995s, input_fired_time: 0.0985578895, output_fired_time: 0.0000000000, propagate_forward_time: 6.5339703560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478364944
validation[          , genome  7040] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       866.60626, best error:       866.60626 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 73.9364013672s, input_fired_time: 0.8399670720, output_fired_time: 0.5168290138, propagate_forward_time: 28.3994255066, propagate_backward_time: 42.4138374329, weight_update_time: 0.0775150508, other_time: 1.7663421631
epoch time: 6.2102932930s, input_fired_time: 0.0872671008, output_fired_time: 0.0000000000, propagate_forward_time: 5.8087177277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143086433
validation[          , genome  7040] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       847.00311, best error:       847.00311 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 75.2451553345s, input_fired_time: 0.8459573984, output_fired_time: 0.5247422457, propagate_forward_time: 28.9790477753, propagate_backward_time: 43.1227226257, weight_update_time: 0.0790480450, other_time: 1.7726860046
epoch time: 5.8973197937s, input_fired_time: 0.0830037892, output_fired_time: 0.0000000000, propagate_forward_time: 5.5214099884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929058075
validation[          , genome  7040] predictions:    9738/  10000 (97.38%), best:    9755/10000 (97.55%), error:       880.83588, best error:       847.00311 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 72.9453735352s, input_fired_time: 0.8245650530, output_fired_time: 0.5105009079, propagate_forward_time: 28.0105934143, propagate_backward_time: 41.9111061096, weight_update_time: 0.0768666863, other_time: 1.6886138916
epoch time: 5.8954753876s, input_fired_time: 0.0844823048, output_fired_time: 0.0000000000, propagate_forward_time: 5.5202860832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907071114
validation[          , genome  7040] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       919.17767, best error:       847.00311 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 72.7712936401s, input_fired_time: 0.8208271265, output_fired_time: 0.5100988150, propagate_forward_time: 27.9769706726, propagate_backward_time: 41.7724151611, weight_update_time: 0.0765682831, other_time: 1.6909828186
epoch time: 5.8910045624s, input_fired_time: 0.0832170323, output_fired_time: 0.0000000000, propagate_forward_time: 5.5184922218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892951965
validation[          , genome  7040] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       966.77637, best error:       847.00311 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.9956588745s, input_fired_time: 0.8191899657, output_fired_time: 0.5053219199, propagate_forward_time: 27.6379737854, propagate_backward_time: 41.3566322327, weight_update_time: 0.0757787973, other_time: 1.6765365601
epoch time: 5.8928370476s, input_fired_time: 0.0834099725, output_fired_time: 0.0000000000, propagate_forward_time: 5.5184454918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909817696
validation[          , genome  7040] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       819.24207, best error:       819.24207 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 78.2997741699s, input_fired_time: 0.8656171560, output_fired_time: 0.5439049006, propagate_forward_time: 30.1202602386, propagate_backward_time: 44.9614067078, weight_update_time: 0.0837492645, other_time: 1.8085823059
epoch time: 6.7362561226s, input_fired_time: 0.0928845033, output_fired_time: 0.0000000000, propagate_forward_time: 6.3168139458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265576363
validation[          , genome  7040] predictions:    9737/  10000 (97.37%), best:    9761/10000 (97.61%), error:       964.69519, best error:       819.24207 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 83.0905990601s, input_fired_time: 0.8946196437, output_fired_time: 0.5688432455, propagate_forward_time: 32.0650672913, propagate_backward_time: 47.6728744507, weight_update_time: 0.0867553651, other_time: 1.8891944885
epoch time: 5.8944630623s, input_fired_time: 0.0841201246, output_fired_time: 0.0000000000, propagate_forward_time: 5.5203018188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900409698
validation[          , genome  7040] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       884.09833, best error:       819.24207 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 75.2127990723s, input_fired_time: 0.8435043693, output_fired_time: 0.5248675942, propagate_forward_time: 28.8480758667, propagate_backward_time: 43.2407493591, weight_update_time: 0.0790639892, other_time: 1.7556037903
epoch time: 5.9742493629s, input_fired_time: 0.0874301419, output_fired_time: 0.0000000000, propagate_forward_time: 5.5884003639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984189987
validation[          , genome  7040] predictions:    9755/  10000 (97.55%), best:    9761/10000 (97.61%), error:       863.03375, best error:       819.24207 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 75.6048202515s, input_fired_time: 0.8631253839, output_fired_time: 0.5279614925, propagate_forward_time: 29.0734977722, propagate_backward_time: 43.3318786621, weight_update_time: 0.0795620680, other_time: 1.8083534241
epoch time: 5.9050617218s, input_fired_time: 0.0848987773, output_fired_time: 0.0000000000, propagate_forward_time: 5.5232553482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969074249
validation[          , genome  7040] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       927.40009, best error:       819.24207 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 75.3308868408s, input_fired_time: 0.8523932695, output_fired_time: 0.5262987614, propagate_forward_time: 28.9143543243, propagate_backward_time: 43.2315979004, weight_update_time: 0.0796471685, other_time: 1.8062438965
epoch time: 5.9756464958s, input_fired_time: 0.0854023397, output_fired_time: 0.0000000000, propagate_forward_time: 5.5861401558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041038513
validation[          , genome  7040] predictions:    9752/  10000 (97.52%), best:    9761/10000 (97.61%), error:       851.79779, best error:       819.24207 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 76.5805282593s, input_fired_time: 0.8537358642, output_fired_time: 0.5333173275, propagate_forward_time: 29.4113445282, propagate_backward_time: 44.0287132263, weight_update_time: 0.0806645900, other_time: 1.7534141541
epoch time: 6.3050847054s, input_fired_time: 0.0908814073, output_fired_time: 0.0000000000, propagate_forward_time: 5.9016914368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125119209
validation[          , genome  7040] predictions:    9712/  10000 (97.12%), best:    9761/10000 (97.61%), error:       987.54895, best error:       819.24207 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 72.1589660645s, input_fired_time: 0.8348578215, output_fired_time: 0.5077589154, propagate_forward_time: 27.7117576599, propagate_backward_time: 41.3819046021, weight_update_time: 0.0768494681, other_time: 1.7226905823
epoch time: 5.9061007500s, input_fired_time: 0.0850377977, output_fired_time: 0.0000000000, propagate_forward_time: 5.5259308815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951321602
validation[          , genome  7040] predictions:    9731/  10000 (97.31%), best:    9761/10000 (97.61%), error:       920.07257, best error:       819.24207 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 74.6518478394s, input_fired_time: 0.8469671607, output_fired_time: 0.5216365457, propagate_forward_time: 28.6423511505, propagate_backward_time: 42.8971443176, weight_update_time: 0.0786278769, other_time: 1.7437477112
epoch time: 5.9435076714s, input_fired_time: 0.0857271850, output_fired_time: 0.0000000000, propagate_forward_time: 5.5619959831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957844734
validation[          , genome  7040] predictions:    9751/  10000 (97.51%), best:    9761/10000 (97.61%), error:       862.95099, best error:       819.24207 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.6820678711s, input_fired_time: 0.8392581940, output_fired_time: 0.5113703012, propagate_forward_time: 27.9185485840, propagate_backward_time: 41.7068634033, weight_update_time: 0.0766994506, other_time: 1.7060317993
epoch time: 6.2063755989s, input_fired_time: 0.0914863199, output_fired_time: 0.0000000000, propagate_forward_time: 5.8030328751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118562698
validation[          , genome  7040] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       887.07227, best error:       819.24207 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 76.5560684204s, input_fired_time: 0.8616102934, output_fired_time: 0.5343277454, propagate_forward_time: 29.3703823090, propagate_backward_time: 44.0042991638, weight_update_time: 0.0813589320, other_time: 1.7854499817
epoch time: 6.1058511734s, input_fired_time: 0.0882264599, output_fired_time: 0.0000000000, propagate_forward_time: 5.7122869492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053379059
validation[          , genome  7040] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       839.19073, best error:       819.24207 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.9238815308s, input_fired_time: 0.8514934778, output_fired_time: 0.5241677165, propagate_forward_time: 28.7608814240, propagate_backward_time: 43.0313949585, weight_update_time: 0.0785516575, other_time: 1.7559432983
epoch time: 5.8989439011s, input_fired_time: 0.0851081386, output_fired_time: 0.0000000000, propagate_forward_time: 5.5214681625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923674583
validation[          , genome  7040] predictions:    9764/  10000 (97.64%), best:    9761/10000 (97.61%), error:       820.55304, best error:       819.24207 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 78.9096145630s, input_fired_time: 0.8812243342, output_fired_time: 0.5459321737, propagate_forward_time: 30.3344459534, propagate_backward_time: 45.2996215820, weight_update_time: 0.0827188492, other_time: 1.8483924866
epoch time: 5.9025650024s, input_fired_time: 0.0855236053, output_fired_time: 0.0000000000, propagate_forward_time: 5.5227012634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943401337
validation[          , genome  7040] predictions:    9735/  10000 (97.35%), best:    9761/10000 (97.61%), error:       907.71063, best error:       819.24207 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.1105957031s, input_fired_time: 0.8447889686, output_fired_time: 0.5181562304, propagate_forward_time: 28.4602775574, propagate_backward_time: 42.5412864685, weight_update_time: 0.0783673450, other_time: 1.7460861206
epoch time: 5.9662299156s, input_fired_time: 0.0887577906, output_fired_time: 0.0000000000, propagate_forward_time: 5.5689086914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085632324
validation[          , genome  7040] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       921.69299, best error:       819.24207 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.8053970337s, input_fired_time: 0.8505104780, output_fired_time: 0.5209763050, propagate_forward_time: 28.7298240662, propagate_backward_time: 42.9713783264, weight_update_time: 0.0792337954, other_time: 1.7327117920
epoch time: 5.8970727921s, input_fired_time: 0.0853908285, output_fired_time: 0.0000000000, propagate_forward_time: 5.5210714340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906103134
validation[          , genome  7040] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       911.57611, best error:       819.24207 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.0745162964s, input_fired_time: 0.8326503634, output_fired_time: 0.5074360967, propagate_forward_time: 27.6380081177, propagate_backward_time: 41.4061927795, weight_update_time: 0.0762548894, other_time: 1.6902275085
epoch time: 5.9762692451s, input_fired_time: 0.0861483365, output_fired_time: 0.0000000000, propagate_forward_time: 5.5931229591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969980240
validation[          , genome  7040] predictions:    9714/  10000 (97.14%), best:    9761/10000 (97.61%), error:       974.24164, best error:       819.24207 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 72.7153778076s, input_fired_time: 0.8313540816, output_fired_time: 0.5122395158, propagate_forward_time: 27.9156475067, propagate_backward_time: 41.7859001160, weight_update_time: 0.0764314458, other_time: 1.6702384949
epoch time: 6.1071186066s, input_fired_time: 0.0880252272, output_fired_time: 0.0000000000, propagate_forward_time: 5.7177467346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013467789
validation[          , genome  7040] predictions:    9713/  10000 (97.13%), best:    9761/10000 (97.61%), error:       951.12561, best error:       819.24207 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.1301040649s, input_fired_time: 0.8411468267, output_fired_time: 0.5128719807, propagate_forward_time: 28.0327491760, propagate_backward_time: 42.0051498413, weight_update_time: 0.0795295089, other_time: 1.7381858826
epoch time: 5.8922586441s, input_fired_time: 0.0846948028, output_fired_time: 0.0000000000, propagate_forward_time: 5.5187258720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888379097
validation[          , genome  7040] predictions:    9731/  10000 (97.31%), best:    9761/10000 (97.61%), error:       897.65851, best error:       819.24207 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 73.5142211914s, input_fired_time: 0.8395037055, output_fired_time: 0.5147221684, propagate_forward_time: 28.2201786041, propagate_backward_time: 42.2289047241, weight_update_time: 0.0771881118, other_time: 1.7109146118
epoch time: 5.8972587585s, input_fired_time: 0.0858031884, output_fired_time: 0.0000000000, propagate_forward_time: 5.5214233398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900323868
validation[          , genome  7040] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       899.66382, best error:       819.24207 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 72.4388046265s, input_fired_time: 0.8317774534, output_fired_time: 0.5076009631, propagate_forward_time: 27.7912960052, propagate_backward_time: 41.6348495483, weight_update_time: 0.0761965215, other_time: 1.6732788086
epoch time: 5.9003109932s, input_fired_time: 0.0857820362, output_fired_time: 0.0000000000, propagate_forward_time: 5.5257663727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887625694
validation[          , genome  7040] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       836.72797, best error:       819.24207 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 73.8750152588s, input_fired_time: 0.8448610902, output_fired_time: 0.5152718425, propagate_forward_time: 28.3755168915, propagate_backward_time: 42.3971214294, weight_update_time: 0.0778971389, other_time: 1.7422370911
epoch time: 5.9011597633s, input_fired_time: 0.0857248455, output_fired_time: 0.0000000000, propagate_forward_time: 5.5209884644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944464684
validation[          , genome  7040] predictions:    9736/  10000 (97.36%), best:    9761/10000 (97.61%), error:       955.28253, best error:       819.24207 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 74.1481246948s, input_fired_time: 0.8500255346, output_fired_time: 0.5243884325, propagate_forward_time: 28.4776878357, propagate_backward_time: 42.5567283630, weight_update_time: 0.0778641626, other_time: 1.7392883301
epoch time: 5.9201607704s, input_fired_time: 0.0879888162, output_fired_time: 0.0000000000, propagate_forward_time: 5.5320768356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000950813
validation[          , genome  7040] predictions:    9741/  10000 (97.41%), best:    9761/10000 (97.61%), error:       904.13806, best error:       819.24207 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.5408172607s, input_fired_time: 0.8381872177, output_fired_time: 0.5067204237, propagate_forward_time: 27.8548965454, propagate_backward_time: 41.6539039612, weight_update_time: 0.0766667202, other_time: 1.6871070862
epoch time: 5.9008708000s, input_fired_time: 0.0852908492, output_fired_time: 0.0000000000, propagate_forward_time: 5.5223507881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932291031
validation[          , genome  7040] predictions:    9758/  10000 (97.58%), best:    9761/10000 (97.61%), error:       903.58264, best error:       819.24207 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 76.4672241211s, input_fired_time: 0.8637945056, output_fired_time: 0.5333602428, propagate_forward_time: 29.3409595490, propagate_backward_time: 43.9680519104, weight_update_time: 0.0803784952, other_time: 1.7610588074
epoch time: 5.8938474655s, input_fired_time: 0.0859828740, output_fired_time: 0.0000000000, propagate_forward_time: 5.5184164047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894482613
validation[          , genome  7040] predictions:    9766/  10000 (97.66%), best:    9761/10000 (97.61%), error:       831.18347, best error:       819.24207 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.0514984131s, input_fired_time: 0.8326617479, output_fired_time: 0.5052907467, propagate_forward_time: 27.6354446411, propagate_backward_time: 41.4153594971, weight_update_time: 0.0757461190, other_time: 1.6627426147
epoch time: 5.9394817352s, input_fired_time: 0.0902009979, output_fired_time: 0.0000000000, propagate_forward_time: 5.5498189926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994618416
validation[          , genome  7040] predictions:    9771/  10000 (97.71%), best:    9761/10000 (97.61%), error:       824.01172, best error:       819.24207 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 72.1141052246s, input_fired_time: 0.8384826779, output_fired_time: 0.5063152909, propagate_forward_time: 27.6703910828, propagate_backward_time: 41.4351310730, weight_update_time: 0.0766824409, other_time: 1.6637802124
epoch time: 5.9160685539s, input_fired_time: 0.0867472142, output_fired_time: 0.0000000000, propagate_forward_time: 5.5364193916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929019928
validation[          , genome  7040] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       835.67407, best error:       819.24207 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 73.0310363770s, input_fired_time: 0.8468794823, output_fired_time: 0.5121934414, propagate_forward_time: 28.0228023529, propagate_backward_time: 41.9601783752, weight_update_time: 0.0770215616, other_time: 1.6889839172
epoch time: 5.8997426033s, input_fired_time: 0.0870592147, output_fired_time: 0.0000000000, propagate_forward_time: 5.5225329399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901506424
validation[          , genome  7040] predictions:    9757/  10000 (97.57%), best:    9761/10000 (97.61%), error:       884.65125, best error:       819.24207 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.9562377930s, input_fired_time: 0.8402113318, output_fired_time: 0.5041866899, propagate_forward_time: 27.6217994690, propagate_backward_time: 41.2973518372, weight_update_time: 0.0762000382, other_time: 1.6926879883
epoch time: 5.9071292877s, input_fired_time: 0.0884808972, output_fired_time: 0.0000000000, propagate_forward_time: 5.5241198540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945284843
validation[          , genome  7040] predictions:    9773/  10000 (97.73%), best:    9761/10000 (97.61%), error:       823.17194, best error:       819.24207 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 72.5068206787s, input_fired_time: 0.8446604609, output_fired_time: 0.5081242323, propagate_forward_time: 27.8256797791, propagate_backward_time: 41.6033592224, weight_update_time: 0.0769411922, other_time: 1.7249984741
epoch time: 6.2131710052s, input_fired_time: 0.0904222056, output_fired_time: 0.0000000000, propagate_forward_time: 5.8108587265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118901253
validation[          , genome  7040] predictions:    9752/  10000 (97.52%), best:    9761/10000 (97.61%), error:       890.26019, best error:       819.24207 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 73.0895309448s, input_fired_time: 0.8496137857, output_fired_time: 0.5119490027, propagate_forward_time: 28.0916843414, propagate_backward_time: 41.9042816162, weight_update_time: 0.0772878453, other_time: 1.7320022583
epoch time: 5.9247035980s, input_fired_time: 0.0881297886, output_fired_time: 0.0000000000, propagate_forward_time: 5.5341835022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023900986
validation[          , genome  7040] predictions:    9710/  10000 (97.10%), best:    9761/10000 (97.61%), error:       964.14709, best error:       819.24207 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 72.4211578369s, input_fired_time: 0.8417922854, output_fired_time: 0.5077267289, propagate_forward_time: 27.7885665894, propagate_backward_time: 41.5892906189, weight_update_time: 0.0768232122, other_time: 1.6937828064
epoch time: 5.9005670547s, input_fired_time: 0.0859929398, output_fired_time: 0.0000000000, propagate_forward_time: 5.5229005814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916736603
validation[          , genome  7040] predictions:    9731/  10000 (97.31%), best:    9761/10000 (97.61%), error:       880.92810, best error:       819.24207 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 71.9760971069s, input_fired_time: 0.8395268917, output_fired_time: 0.5043826699, propagate_forward_time: 27.6480102539, propagate_backward_time: 41.3127021790, weight_update_time: 0.0763654336, other_time: 1.6714820862
epoch time: 6.6905145645s, input_fired_time: 0.0962376148, output_fired_time: 0.0000000000, propagate_forward_time: 6.2736911774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205857277
validation[          , genome  7040] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       955.99139, best error:       819.24207 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 74.9504852295s, input_fired_time: 0.8603448272, output_fired_time: 0.5224274397, propagate_forward_time: 28.8206920624, propagate_backward_time: 43.0157012939, weight_update_time: 0.0793537870, other_time: 1.7313156128
epoch time: 5.9073557854s, input_fired_time: 0.0890971720, output_fired_time: 0.0000000000, propagate_forward_time: 5.5260124207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922463417
validation[          , genome  7040] predictions:    9730/  10000 (97.30%), best:    9761/10000 (97.61%), error:       940.22272, best error:       819.24207 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 74.4555816650s, input_fired_time: 0.8593422771, output_fired_time: 0.5228720903, propagate_forward_time: 28.6097888947, propagate_backward_time: 42.7483100891, weight_update_time: 0.0787738264, other_time: 1.7152671814
epoch time: 5.9000630379s, input_fired_time: 0.0882813931, output_fired_time: 0.0000000000, propagate_forward_time: 5.5201420784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916398048
validation[          , genome  7040] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       825.28674, best error:       819.24207 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.1792144775s, input_fired_time: 0.8532648087, output_fired_time: 0.5131198764, propagate_forward_time: 28.1301460266, propagate_backward_time: 41.9691047668, weight_update_time: 0.0774168298, other_time: 1.7135772705
epoch time: 5.9252247810s, input_fired_time: 0.0883671641, output_fired_time: 0.0000000000, propagate_forward_time: 5.5430421829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938156128
validation[          , genome  7040] predictions:    9730/  10000 (97.30%), best:    9761/10000 (97.61%), error:       882.93726, best error:       819.24207 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 72.4595108032s, input_fired_time: 0.8513848186, output_fired_time: 0.5091053843, propagate_forward_time: 27.7979335785, propagate_backward_time: 41.5860900879, weight_update_time: 0.0772956759, other_time: 1.7149963379
epoch time: 5.9295907021s, input_fired_time: 0.0928885937, output_fired_time: 0.0000000000, propagate_forward_time: 5.5329084396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037939072
validation[          , genome  7040] predictions:    9749/  10000 (97.49%), best:    9761/10000 (97.61%), error:       901.14813, best error:       819.24207 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 72.1260604858s, input_fired_time: 0.8450319171, output_fired_time: 0.5063060522, propagate_forward_time: 27.6742095947, propagate_backward_time: 41.3894195557, weight_update_time: 0.0763807893, other_time: 1.7110900879
epoch time: 5.9201941490s, input_fired_time: 0.0885862783, output_fired_time: 0.0000000000, propagate_forward_time: 5.5375699997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940378189
validation[          , genome  7040] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       781.83997, best error:       781.83997 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 72.5381927490s, input_fired_time: 0.8502851725, output_fired_time: 0.5087881088, propagate_forward_time: 27.8233146667, propagate_backward_time: 41.6265106201, weight_update_time: 0.0769604668, other_time: 1.7292900085
epoch time: 5.9191560745s, input_fired_time: 0.0878667831, output_fired_time: 0.0000000000, propagate_forward_time: 5.5315141678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997751236
validation[          , genome  7040] predictions:    9745/  10000 (97.45%), best:    9785/10000 (97.85%), error:       848.60034, best error:       781.83997 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.4931259155s, input_fired_time: 0.8416311741, output_fired_time: 0.5080865026, propagate_forward_time: 27.8290290833, propagate_backward_time: 41.6152381897, weight_update_time: 0.0768672749, other_time: 1.6991424561
epoch time: 5.9515233040s, input_fired_time: 0.0896926224, output_fired_time: 0.0000000000, propagate_forward_time: 5.5622563362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995743752
validation[          , genome  7040] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       855.93079, best error:       781.83997 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.9441070557s, input_fired_time: 0.8417612314, output_fired_time: 0.5037573576, propagate_forward_time: 27.6198348999, propagate_backward_time: 41.3100051880, weight_update_time: 0.0760740414, other_time: 1.6687545776
epoch time: 5.9132676125s, input_fired_time: 0.0893231705, output_fired_time: 0.0000000000, propagate_forward_time: 5.5256657600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982788086
validation[          , genome  7040] predictions:    9728/  10000 (97.28%), best:    9785/10000 (97.85%), error:       936.42987, best error:       781.83997 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.0092010498s, input_fired_time: 0.8436089158, output_fired_time: 0.5049168468, propagate_forward_time: 27.6418590546, propagate_backward_time: 41.3445472717, weight_update_time: 0.0762063861, other_time: 1.6742668152
epoch time: 5.9065523148s, input_fired_time: 0.0901586637, output_fired_time: 0.0000000000, propagate_forward_time: 5.5213027000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950911522
validation[          , genome  7040] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       827.38763, best error:       781.83997 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.3836441040s, input_fired_time: 0.8595080376, output_fired_time: 0.5183088779, propagate_forward_time: 28.6031837463, propagate_backward_time: 42.6982879639, weight_update_time: 0.0788744092, other_time: 1.7043571472
epoch time: 5.8961853981s, input_fired_time: 0.0885611400, output_fired_time: 0.0000000000, propagate_forward_time: 5.5179963112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896280289
validation[          , genome  7040] predictions:    9714/  10000 (97.14%), best:    9785/10000 (97.85%), error:       992.27191, best error:       781.83997 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.1786880493s, input_fired_time: 0.8514948487, output_fired_time: 0.5053948164, propagate_forward_time: 27.7014408112, propagate_backward_time: 41.4354934692, weight_update_time: 0.0765772089, other_time: 1.6848678589
epoch time: 5.8994822502s, input_fired_time: 0.0892788023, output_fired_time: 0.0000000000, propagate_forward_time: 5.5192523003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909512520
validation[          , genome  7040] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       830.98932, best error:       781.83997 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 73.1287765503s, input_fired_time: 0.8555743098, output_fired_time: 0.5118248463, propagate_forward_time: 28.0560417175, propagate_backward_time: 42.0021286011, weight_update_time: 0.0773833618, other_time: 1.7032051086
epoch time: 5.9164042473s, input_fired_time: 0.0921187401, output_fired_time: 0.0000000000, propagate_forward_time: 5.5288629532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954225540
validation[          , genome  7040] predictions:    9702/  10000 (97.02%), best:    9785/10000 (97.85%), error:      1050.13489, best error:       781.83997 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.3731307983s, input_fired_time: 0.8503249288, output_fired_time: 0.5061547160, propagate_forward_time: 27.7807197571, propagate_backward_time: 41.5493698120, weight_update_time: 0.0764619038, other_time: 1.6865577698
epoch time: 5.9009232521s, input_fired_time: 0.0889704600, output_fired_time: 0.0000000000, propagate_forward_time: 5.5204129219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915396690
validation[          , genome  7040] predictions:    9695/  10000 (96.95%), best:    9785/10000 (97.85%), error:      1029.53503, best error:       781.83997 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 72.2731781006s, input_fired_time: 0.8510375023, output_fired_time: 0.5057466030, propagate_forward_time: 27.7526779175, propagate_backward_time: 41.4496231079, weight_update_time: 0.0762294009, other_time: 1.7140960693
epoch time: 5.9075212479s, input_fired_time: 0.0889815167, output_fired_time: 0.0000000000, propagate_forward_time: 5.5219006538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966389656
validation[          , genome  7040] predictions:    9728/  10000 (97.28%), best:    9785/10000 (97.85%), error:       936.20270, best error:       781.83997 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 72.4663925171s, input_fired_time: 0.8516229391, output_fired_time: 0.5078293085, propagate_forward_time: 27.8350639343, propagate_backward_time: 41.5731849670, weight_update_time: 0.0762491897, other_time: 1.6986923218
epoch time: 5.9129066467s, input_fired_time: 0.0890781954, output_fired_time: 0.0000000000, propagate_forward_time: 5.5225148201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013134003
validation[          , genome  7040] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       938.70642, best error:       781.83997 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 72.0027160645s, input_fired_time: 0.8528025746, output_fired_time: 0.5052312613, propagate_forward_time: 27.6429862976, propagate_backward_time: 41.3255348206, weight_update_time: 0.0761571974, other_time: 1.6761550903
epoch time: 5.9040226936s, input_fired_time: 0.0895898491, output_fired_time: 0.0000000000, propagate_forward_time: 5.5225858688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918467522
validation[          , genome  7040] predictions:    9721/  10000 (97.21%), best:    9785/10000 (97.85%), error:       950.43158, best error:       781.83997 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.3617935181s, input_fired_time: 0.8598928452, output_fired_time: 0.5132657290, propagate_forward_time: 28.1584262848, propagate_backward_time: 42.1121025085, weight_update_time: 0.0777277425, other_time: 1.7181053162
epoch time: 5.9153141975s, input_fired_time: 0.0927541256, output_fired_time: 0.0000000000, propagate_forward_time: 5.5264096260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961506844
validation[          , genome  7040] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       888.21381, best error:       781.83997 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 72.1530685425s, input_fired_time: 0.8525045514, output_fired_time: 0.5055531263, propagate_forward_time: 27.6906147003, propagate_backward_time: 41.4315490723, weight_update_time: 0.0763901919, other_time: 1.6728515625
epoch time: 6.4711928368s, input_fired_time: 0.0985817313, output_fired_time: 0.0000000000, propagate_forward_time: 6.0498304367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227806091
validation[          , genome  7040] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       829.71765, best error:       781.83997 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 72.1228027344s, input_fired_time: 0.8581810594, output_fired_time: 0.5075851083, propagate_forward_time: 27.6421508789, propagate_backward_time: 41.4388542175, weight_update_time: 0.0762665719, other_time: 1.6760292053
epoch time: 5.9057588577s, input_fired_time: 0.0906959772, output_fired_time: 0.0000000000, propagate_forward_time: 5.5227589607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923040390
validation[          , genome  7040] predictions:    9750/  10000 (97.50%), best:    9785/10000 (97.85%), error:       896.53107, best error:       781.83997 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 73.7293395996s, input_fired_time: 0.8670938611, output_fired_time: 0.5176857710, propagate_forward_time: 28.3088970184, propagate_backward_time: 42.3240165710, weight_update_time: 0.0779276937, other_time: 1.7116432190
epoch time: 5.9150042534s, input_fired_time: 0.0928129479, output_fired_time: 0.0000000000, propagate_forward_time: 5.5251274109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970638275
validation[          , genome  7040] predictions:    9734/  10000 (97.34%), best:    9785/10000 (97.85%), error:       880.84607, best error:       781.83997 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 72.8729171753s, input_fired_time: 0.8604785204, output_fired_time: 0.5124173760, propagate_forward_time: 27.9856071472, propagate_backward_time: 41.8107795715, weight_update_time: 0.0772906616, other_time: 1.7036285400
epoch time: 5.9219183922s, input_fired_time: 0.0908190012, output_fired_time: 0.0000000000, propagate_forward_time: 5.5385327339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925667763
validation[          , genome  7040] predictions:    9769/  10000 (97.69%), best:    9785/10000 (97.85%), error:       842.90649, best error:       781.83997 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 72.7853927612s, input_fired_time: 0.8607002497, output_fired_time: 0.5126830935, propagate_forward_time: 27.9262886047, propagate_backward_time: 41.7566223145, weight_update_time: 0.0769673362, other_time: 1.7290992737
epoch time: 5.9111275673s, input_fired_time: 0.0905635655, output_fired_time: 0.0000000000, propagate_forward_time: 5.5242805481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962832451
validation[          , genome  7040] predictions:    9753/  10000 (97.53%), best:    9785/10000 (97.85%), error:       846.53601, best error:       781.83997 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 72.3489685059s, input_fired_time: 0.8585307002, output_fired_time: 0.5083737373, propagate_forward_time: 27.7726898193, propagate_backward_time: 41.4861564636, weight_update_time: 0.0766408071, other_time: 1.7232170105
epoch time: 5.9723134041s, input_fired_time: 0.0916792676, output_fired_time: 0.0000000000, propagate_forward_time: 5.5769577026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036766052
validation[          , genome  7040] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       871.52283, best error:       781.83997 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 72.2197799683s, input_fired_time: 0.8599872589, output_fired_time: 0.5070000291, propagate_forward_time: 27.7180347443, propagate_backward_time: 41.4184532166, weight_update_time: 0.0765808299, other_time: 1.7163047791
epoch time: 6.0651559830s, input_fired_time: 0.0930550396, output_fired_time: 0.0000000000, propagate_forward_time: 5.6671910286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049097061
validation[          , genome  7040] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       819.24664, best error:       781.83997 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 72.2311553955s, input_fired_time: 0.8578144312, output_fired_time: 0.5076351762, propagate_forward_time: 27.7097530365, propagate_backward_time: 41.4837036133, weight_update_time: 0.0765724555, other_time: 1.6722488403
epoch time: 5.9177780151s, input_fired_time: 0.0940652192, output_fired_time: 0.0000000000, propagate_forward_time: 5.5244202614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992925644
validation[          , genome  7040] predictions:    9742/  10000 (97.42%), best:    9785/10000 (97.85%), error:       886.36633, best error:       781.83997 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 74.1154327393s, input_fired_time: 0.8716227412, output_fired_time: 0.5180277824, propagate_forward_time: 28.4591331482, propagate_backward_time: 42.5490837097, weight_update_time: 0.0783518478, other_time: 1.7175674438
epoch time: 5.9048180580s, input_fired_time: 0.0910370797, output_fired_time: 0.0000000000, propagate_forward_time: 5.5222206116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915601730
validation[          , genome  7040] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       818.90808, best error:       781.83997 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 72.0449600220s, input_fired_time: 0.8619955182, output_fired_time: 0.5061418414, propagate_forward_time: 27.6429672241, propagate_backward_time: 41.3375320435, weight_update_time: 0.0766072497, other_time: 1.6963272095
epoch time: 5.9086670876s, input_fired_time: 0.0912258029, output_fired_time: 0.0000000000, propagate_forward_time: 5.5237035751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937378883
validation[          , genome  7040] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       859.83746, best error:       781.83997 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 75.6243515015s, input_fired_time: 0.8853900433, output_fired_time: 0.5272202492, propagate_forward_time: 29.0139427185, propagate_backward_time: 43.4408226013, weight_update_time: 0.0802662745, other_time: 1.7569732666
epoch time: 6.3229331970s, input_fired_time: 0.1000165939, output_fired_time: 0.0000000000, propagate_forward_time: 5.9073686600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155479431
validation[          , genome  7040] predictions:    9744/  10000 (97.44%), best:    9785/10000 (97.85%), error:       888.10779, best error:       781.83997 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 73.9957580566s, input_fired_time: 0.8756380677, output_fired_time: 0.5174905062, propagate_forward_time: 28.4205760956, propagate_backward_time: 42.4457283020, weight_update_time: 0.0791760609, other_time: 1.7363166809
epoch time: 5.9113383293s, input_fired_time: 0.0912120864, output_fired_time: 0.0000000000, propagate_forward_time: 5.5281972885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919287682
validation[          , genome  7040] predictions:    9740/  10000 (97.40%), best:    9785/10000 (97.85%), error:       928.99768, best error:       781.83997 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 73.6982879639s, input_fired_time: 0.8734140396, output_fired_time: 0.5186486244, propagate_forward_time: 28.2668495178, propagate_backward_time: 42.3205871582, weight_update_time: 0.0781823322, other_time: 1.7187919617
epoch time: 5.8969788551s, input_fired_time: 0.0903874710, output_fired_time: 0.0000000000, propagate_forward_time: 5.5177602768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888312340
validation[          , genome  7040] predictions:    9744/  10000 (97.44%), best:    9785/10000 (97.85%), error:       845.74109, best error:       781.83997 on epoch:    75, 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: 32.3506317139s, input_fired_time: 0.4866474271, output_fired_time: 0.0000000000, propagate_forward_time: 30.2342090607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6297760010
best training[          , genome  7040] predictions:   49651/  50000 (99.30%), best:    9785/10000 (97.85%), error:      1497.38098, best error:       781.83997 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.1922984123s, input_fired_time: 0.0913007781, output_fired_time: 0.0000000000, propagate_forward_time: 5.7865023613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144950867
   testing[          , genome  7040] predictions:    9775/  10000 (97.75%), best:    9785/10000 (97.85%), error:       733.38531, best error:       781.83997 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:52:45 (6592): called boinc_finish(0)

</stderr_txt>
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