Nameexact_genome_1512568488_41_4947_1
Workunit2596019
Created7 Dec 2017, 12:36:20 UTC
Sent7 Dec 2017, 12:39:24 UTC
Report deadline18 Dec 2017, 21:10:17 UTC
Received9 Dec 2017, 6:34:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time6 hours 12 min 53 sec
CPU time6 hours 9 min 23 sec
Validate stateValid
Credit2,838.70
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.60 MB
Peak swap size159.36 MB
Peak disk usage1.96 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
962.27350 on epoch:     3, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 202.3836822510s, input_fired_time: 2.3195555210, output_fired_time: 2.3708813190, propagate_forward_time: 75.1014862061, propagate_backward_time: 118.7575912476, weight_update_time: 0.2107523233, other_time: 3.8341751099
epoch time: 16.6398468018s, input_fired_time: 0.3027616441, output_fired_time: 0.0000000000, propagate_forward_time: 15.6187009811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7183847427
validation[          , genome  4947] predictions:    9727/  10000 (97.27%), best:    9731/10000 (97.31%), error:       974.74011, best error:       962.27350 on epoch:     3, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 201.3904113770s, input_fired_time: 2.2919669151, output_fired_time: 2.3462367058, propagate_forward_time: 74.9933242798, propagate_backward_time: 117.9948348999, weight_update_time: 0.2088013887, other_time: 3.7640533447
epoch time: 15.8666191101s, input_fired_time: 0.2877229452, output_fired_time: 0.0000000000, propagate_forward_time: 14.9088973999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699991226
validation[          , genome  4947] predictions:    9688/  10000 (96.88%), best:    9731/10000 (97.31%), error:      1034.85938, best error:       962.27350 on epoch:     3, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 204.5955047607s, input_fired_time: 2.3185756207, output_fired_time: 2.3762793541, propagate_forward_time: 76.2675247192, propagate_backward_time: 119.8448333740, weight_update_time: 0.2108794153, other_time: 3.7882919312
epoch time: 15.6457853317s, input_fired_time: 0.2817433178, output_fired_time: 0.0000000000, propagate_forward_time: 14.6999883652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6640539169
validation[          , genome  4947] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       910.15375, best error:       910.15375 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 204.9838104248s, input_fired_time: 2.3276960850, output_fired_time: 2.3929946423, propagate_forward_time: 76.5223922729, propagate_backward_time: 119.9185028076, weight_update_time: 0.2142962217, other_time: 3.8222274780
epoch time: 15.9903964996s, input_fired_time: 0.3045977950, output_fired_time: 0.0000000000, propagate_forward_time: 14.9600448608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7257537842
validation[          , genome  4947] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       968.38062, best error:       910.15375 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 203.8262176514s, input_fired_time: 2.3053071499, output_fired_time: 2.3704566956, propagate_forward_time: 76.1019592285, propagate_backward_time: 119.2631912231, weight_update_time: 0.2124216110, other_time: 3.7853012085
epoch time: 16.1675338745s, input_fired_time: 0.2855582237, output_fired_time: 0.0000000000, propagate_forward_time: 15.2275381088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544370651
validation[          , genome  4947] predictions:    9708/  10000 (97.08%), best:    9727/10000 (97.27%), error:      1017.88007, best error:       910.15375 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 204.4198913574s, input_fired_time: 2.3325760365, output_fired_time: 2.3773488998, propagate_forward_time: 76.1609191895, propagate_backward_time: 119.7183685303, weight_update_time: 0.2115574330, other_time: 3.8306732178
epoch time: 16.0105018616s, input_fired_time: 0.2861392796, output_fired_time: 0.0000000000, propagate_forward_time: 15.0575428009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668195724
validation[          , genome  4947] predictions:    9723/  10000 (97.23%), best:    9727/10000 (97.27%), error:      1011.89313, best error:       910.15375 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 204.0871887207s, input_fired_time: 2.3192825317, output_fired_time: 2.3817391396, propagate_forward_time: 75.9360733032, propagate_backward_time: 119.6078796387, weight_update_time: 0.2131374180, other_time: 3.8422164917
epoch time: 15.7700319290s, input_fired_time: 0.2834345102, output_fired_time: 0.0000000000, propagate_forward_time: 14.8002109528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863861084
validation[          , genome  4947] predictions:    9673/  10000 (96.73%), best:    9727/10000 (97.27%), error:      1076.73425, best error:       910.15375 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 203.3032226563s, input_fired_time: 2.3035440445, output_fired_time: 2.3643479347, propagate_forward_time: 75.6123046875, propagate_backward_time: 119.2667694092, weight_update_time: 0.2098257691, other_time: 3.7562561035
epoch time: 15.6427154541s, input_fired_time: 0.2846999168, output_fired_time: 0.0000000000, propagate_forward_time: 14.6826314926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6753835678
validation[          , genome  4947] predictions:    9740/  10000 (97.40%), best:    9727/10000 (97.27%), error:       927.93182, best error:       910.15375 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 201.7692871094s, input_fired_time: 2.3044931889, output_fired_time: 2.3622674942, propagate_forward_time: 74.7935638428, propagate_backward_time: 118.4527053833, weight_update_time: 0.2107094377, other_time: 3.8562545776
epoch time: 17.0875911713s, input_fired_time: 0.3099186420, output_fired_time: 0.0000000000, propagate_forward_time: 16.0457992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7318725586
validation[          , genome  4947] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       956.04608, best error:       910.15375 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 204.3355560303s, input_fired_time: 2.3205275536, output_fired_time: 2.3711347580, propagate_forward_time: 76.2180404663, propagate_backward_time: 119.6550216675, weight_update_time: 0.2107995450, other_time: 3.7708282471
epoch time: 16.0580711365s, input_fired_time: 0.2884392440, output_fired_time: 0.0000000000, propagate_forward_time: 15.1038389206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657934189
validation[          , genome  4947] predictions:    9670/  10000 (96.70%), best:    9727/10000 (97.27%), error:      1106.88330, best error:       910.15375 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 202.1419067383s, input_fired_time: 2.3235278130, output_fired_time: 2.3714575768, propagate_forward_time: 74.8564224243, propagate_backward_time: 118.7501220703, weight_update_time: 0.2103589922, other_time: 3.8403701782
epoch time: 16.3107089996s, input_fired_time: 0.2932176590, output_fired_time: 0.0000000000, propagate_forward_time: 15.3449220657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6725683212
validation[          , genome  4947] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       902.95160, best error:       902.95160 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 200.4424896240s, input_fired_time: 2.3059000969, output_fired_time: 2.3532028198, propagate_forward_time: 74.0456237793, propagate_backward_time: 117.9031143188, weight_update_time: 0.2102354020, other_time: 3.8346481323
epoch time: 16.1783523560s, input_fired_time: 0.2883695364, output_fired_time: 0.0000000000, propagate_forward_time: 15.2302198410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597633362
validation[          , genome  4947] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       919.80316, best error:       902.95160 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 201.9876861572s, input_fired_time: 2.3151583672, output_fired_time: 2.3492467403, propagate_forward_time: 75.0928726196, propagate_backward_time: 118.3926925659, weight_update_time: 0.2096185684, other_time: 3.8377227783
epoch time: 15.1193418503s, input_fired_time: 0.2944737673, output_fired_time: 0.0000000000, propagate_forward_time: 14.0738887787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509794235
validation[          , genome  4947] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:       965.33936, best error:       902.95160 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 205.1439361572s, input_fired_time: 2.3430056572, output_fired_time: 2.3803849220, propagate_forward_time: 76.6506881714, propagate_backward_time: 119.9262542725, weight_update_time: 0.2160185128, other_time: 3.8436050415
epoch time: 16.2898426056s, input_fired_time: 0.2944277525, output_fired_time: 0.0000000000, propagate_forward_time: 15.3118839264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835308075
validation[          , genome  4947] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       915.67175, best error:       902.95160 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 201.6820526123s, input_fired_time: 2.3226821423, output_fired_time: 2.3611767292, propagate_forward_time: 74.9242706299, propagate_backward_time: 118.2153854370, weight_update_time: 0.2130034864, other_time: 3.8585433960
epoch time: 15.8653583527s, input_fired_time: 0.2876598537, output_fired_time: 0.0000000000, propagate_forward_time: 14.9077167511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699819565
validation[          , genome  4947] predictions:    9709/  10000 (97.09%), best:    9735/10000 (97.35%), error:       972.36237, best error:       902.95160 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 201.8237762451s, input_fired_time: 2.3176558018, output_fired_time: 2.3527209759, propagate_forward_time: 74.9220733643, propagate_backward_time: 118.3998947144, weight_update_time: 0.2118146420, other_time: 3.8314285278
epoch time: 16.1741256714s, input_fired_time: 0.2945727408, output_fired_time: 0.0000000000, propagate_forward_time: 15.1757640839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037887573
validation[          , genome  4947] predictions:    9697/  10000 (96.97%), best:    9735/10000 (97.35%), error:       980.72894, best error:       902.95160 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 203.1667480469s, input_fired_time: 2.3256604671, output_fired_time: 2.3661425114, propagate_forward_time: 75.7429428101, propagate_backward_time: 118.9427108765, weight_update_time: 0.2104438692, other_time: 3.7892913818
epoch time: 15.5599384308s, input_fired_time: 0.2951922417, output_fired_time: 0.0000000000, propagate_forward_time: 14.5266160965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381296158
validation[          , genome  4947] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       830.18335, best error:       830.18335 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 203.6128387451s, input_fired_time: 2.3317563534, output_fired_time: 2.3651397228, propagate_forward_time: 75.9145126343, propagate_backward_time: 119.2030868530, weight_update_time: 0.2119528651, other_time: 3.7983398438
epoch time: 16.6201725006s, input_fired_time: 0.3044876158, output_fired_time: 0.0000000000, propagate_forward_time: 15.6085624695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7071228027
validation[          , genome  4947] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       840.96832, best error:       830.18335 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 202.3547973633s, input_fired_time: 2.3396036625, output_fired_time: 2.3568842411, propagate_forward_time: 75.3479995728, propagate_backward_time: 118.4860000610, weight_update_time: 0.2141774297, other_time: 3.8243103027
epoch time: 15.7554473877s, input_fired_time: 0.2927905619, output_fired_time: 0.0000000000, propagate_forward_time: 14.7782039642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844530106
validation[          , genome  4947] predictions:    9684/  10000 (96.84%), best:    9746/10000 (97.46%), error:       988.64111, best error:       830.18335 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 201.6246337891s, input_fired_time: 2.3197143078, output_fired_time: 2.3491296768, propagate_forward_time: 74.9830703735, propagate_backward_time: 118.1408691406, weight_update_time: 0.2106420994, other_time: 3.8318405151
epoch time: 16.2205257416s, input_fired_time: 0.2972842753, output_fired_time: 0.0000000000, propagate_forward_time: 15.2367305756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6865110397
validation[          , genome  4947] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       882.68958, best error:       830.18335 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 201.4299621582s, input_fired_time: 2.3298766613, output_fired_time: 2.3556981087, propagate_forward_time: 74.7293548584, propagate_backward_time: 118.1753311157, weight_update_time: 0.2106679380, other_time: 3.8396987915
epoch time: 16.4476413727s, input_fired_time: 0.2978014648, output_fired_time: 0.0000000000, propagate_forward_time: 15.4681739807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6816654205
validation[          , genome  4947] predictions:    9754/  10000 (97.54%), best:    9746/10000 (97.46%), error:       831.33112, best error:       830.18335 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 200.6039123535s, input_fired_time: 2.3277556896, output_fired_time: 2.3445060253, propagate_forward_time: 74.0327987671, propagate_backward_time: 117.9962387085, weight_update_time: 0.2120318860, other_time: 3.9026031494
epoch time: 16.5001411438s, input_fired_time: 0.2965107858, output_fired_time: 0.0000000000, propagate_forward_time: 15.5139551163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896753311
validation[          , genome  4947] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       813.37646, best error:       813.37646 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 204.3384094238s, input_fired_time: 2.3425855637, output_fired_time: 2.3694519997, propagate_forward_time: 76.2380294800, propagate_backward_time: 119.5873565674, weight_update_time: 0.2147085965, other_time: 3.8009872437
epoch time: 16.2414360046s, input_fired_time: 0.2936706543, output_fired_time: 0.0000000000, propagate_forward_time: 15.2682943344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794710159
validation[          , genome  4947] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       862.45026, best error:       813.37646 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 203.4539184570s, input_fired_time: 2.3461589813, output_fired_time: 2.3702476025, propagate_forward_time: 75.7460784912, propagate_backward_time: 119.1575775146, weight_update_time: 0.2128531933, other_time: 3.8338470459
epoch time: 15.7378225327s, input_fired_time: 0.2836541533, output_fired_time: 0.0000000000, propagate_forward_time: 14.7890357971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651325226
validation[          , genome  4947] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       798.37799, best error:       798.37799 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 203.1723632813s, input_fired_time: 2.3413131237, output_fired_time: 2.3664088249, propagate_forward_time: 75.5871124268, propagate_backward_time: 119.0824813843, weight_update_time: 0.2102292776, other_time: 3.7950515747
epoch time: 16.1742572784s, input_fired_time: 0.2952730954, output_fired_time: 0.0000000000, propagate_forward_time: 15.2084598541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6705245972
validation[          , genome  4947] predictions:    9716/  10000 (97.16%), best:    9765/10000 (97.65%), error:       947.80292, best error:       798.37799 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 201.4641571045s, input_fired_time: 2.3169572353, output_fired_time: 2.3474738598, propagate_forward_time: 74.8764495850, propagate_backward_time: 118.1395874023, weight_update_time: 0.2089455277, other_time: 3.7836914063
epoch time: 16.2224426270s, input_fired_time: 0.3050490916, output_fired_time: 0.0000000000, propagate_forward_time: 15.2095842361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7078094482
validation[          , genome  4947] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       921.95117, best error:       798.37799 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 204.0664978027s, input_fired_time: 2.3436808586, output_fired_time: 2.3703820705, propagate_forward_time: 75.9804916382, propagate_backward_time: 119.5642242432, weight_update_time: 0.2114111036, other_time: 3.8077316284
epoch time: 15.2644958496s, input_fired_time: 0.2972694337, output_fired_time: 0.0000000000, propagate_forward_time: 14.2580280304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091979980
validation[          , genome  4947] predictions:    9734/  10000 (97.34%), best:    9765/10000 (97.65%), error:       922.29034, best error:       798.37799 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 200.3146514893s, input_fired_time: 2.3118338585, output_fired_time: 2.3211944103, propagate_forward_time: 74.6279830933, propagate_backward_time: 117.3197784424, weight_update_time: 0.2087866515, other_time: 3.7338638306
epoch time: 16.2781200409s, input_fired_time: 0.2923112512, output_fired_time: 0.0000000000, propagate_forward_time: 15.2985248566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872835159
validation[          , genome  4947] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       882.47919, best error:       798.37799 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 200.6818847656s, input_fired_time: 2.3106074333, output_fired_time: 2.3314378262, propagate_forward_time: 74.4989318848, propagate_backward_time: 117.7704925537, weight_update_time: 0.2100773752, other_time: 3.7704162598
epoch time: 15.8197975159s, input_fired_time: 0.2898755670, output_fired_time: 0.0000000000, propagate_forward_time: 14.8390626907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908588409
validation[          , genome  4947] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       869.03357, best error:       798.37799 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 203.1158752441s, input_fired_time: 2.3373711109, output_fired_time: 2.3890864849, propagate_forward_time: 75.7114868164, propagate_backward_time: 118.8678894043, weight_update_time: 0.2111548781, other_time: 3.8100433350
epoch time: 15.7507429123s, input_fired_time: 0.2929905653, output_fired_time: 0.0000000000, propagate_forward_time: 14.7608499527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969022751
validation[          , genome  4947] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       846.44165, best error:       798.37799 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 203.7503967285s, input_fired_time: 2.3184525967, output_fired_time: 2.3628492355, propagate_forward_time: 76.0052032471, propagate_backward_time: 119.3131637573, weight_update_time: 0.2111057788, other_time: 3.7507247925
epoch time: 16.4004745483s, input_fired_time: 0.2951445878, output_fired_time: 0.0000000000, propagate_forward_time: 15.4144716263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908578873
validation[          , genome  4947] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       906.75635, best error:       798.37799 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 201.5087127686s, input_fired_time: 2.3255887032, output_fired_time: 2.3512957096, propagate_forward_time: 74.8475418091, propagate_backward_time: 118.1657714844, weight_update_time: 0.2112949342, other_time: 3.8185043335
epoch time: 16.3917827606s, input_fired_time: 0.3005130291, output_fired_time: 0.0000000000, propagate_forward_time: 15.4137058258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775646210
validation[          , genome  4947] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       833.96417, best error:       798.37799 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 204.7517242432s, input_fired_time: 2.3434925079, output_fired_time: 2.3735408783, propagate_forward_time: 76.3836746216, propagate_backward_time: 119.8985519409, weight_update_time: 0.2106032372, other_time: 3.7524719238
epoch time: 16.3466281891s, input_fired_time: 0.2931618690, output_fired_time: 0.0000000000, propagate_forward_time: 15.3940000534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594667435
validation[          , genome  4947] predictions:    9728/  10000 (97.28%), best:    9765/10000 (97.65%), error:       893.11432, best error:       798.37799 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 203.7138977051s, input_fired_time: 2.3227777481, output_fired_time: 2.3598034382, propagate_forward_time: 76.0414886475, propagate_backward_time: 119.2673263550, weight_update_time: 0.2096462995, other_time: 3.7224960327
epoch time: 15.5000133514s, input_fired_time: 0.2950021029, output_fired_time: 0.0000000000, propagate_forward_time: 14.4652204514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7397909164
validation[          , genome  4947] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       880.46252, best error:       798.37799 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 202.4663085938s, input_fired_time: 2.3227751255, output_fired_time: 2.3515205383, propagate_forward_time: 75.4671401978, propagate_backward_time: 118.5955963135, weight_update_time: 0.2083358020, other_time: 3.7292861938
epoch time: 16.1684684753s, input_fired_time: 0.2906503677, output_fired_time: 0.0000000000, propagate_forward_time: 15.2095994949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6682186127
validation[          , genome  4947] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       920.17865, best error:       798.37799 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 204.1943511963s, input_fired_time: 2.3368422985, output_fired_time: 2.3705644608, propagate_forward_time: 76.0222015381, propagate_backward_time: 119.6775436401, weight_update_time: 0.2110339701, other_time: 3.7872085571
epoch time: 15.1619644165s, input_fired_time: 0.2866744697, output_fired_time: 0.0000000000, propagate_forward_time: 14.1693878174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7059020996
validation[          , genome  4947] predictions:    9755/  10000 (97.55%), best:    9765/10000 (97.65%), error:       858.98248, best error:       798.37799 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 199.9643402100s, input_fired_time: 2.3288149834, output_fired_time: 2.3493013382, propagate_forward_time: 73.8556060791, propagate_backward_time: 117.5184860229, weight_update_time: 0.2105022222, other_time: 3.9121322632
epoch time: 16.3905410767s, input_fired_time: 0.2945233285, output_fired_time: 0.0000000000, propagate_forward_time: 15.4277706146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6682472229
validation[          , genome  4947] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       757.45166, best error:       757.45166 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 201.6412658691s, input_fired_time: 2.3328807354, output_fired_time: 2.3543963432, propagate_forward_time: 74.6232681274, propagate_backward_time: 118.4989166260, weight_update_time: 0.2107004672, other_time: 3.8317947388
epoch time: 16.4155578613s, input_fired_time: 0.2957060635, output_fired_time: 0.0000000000, propagate_forward_time: 15.4349079132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849441528
validation[          , genome  4947] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       845.68701, best error:       757.45166 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 200.4886932373s, input_fired_time: 2.3262999058, output_fired_time: 2.3562290668, propagate_forward_time: 74.0710067749, propagate_backward_time: 117.8548660278, weight_update_time: 0.2085486352, other_time: 3.8802947998
epoch time: 16.3176040649s, input_fired_time: 0.2965134680, output_fired_time: 0.0000000000, propagate_forward_time: 15.3547773361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663141251
validation[          , genome  4947] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       749.06128, best error:       749.06128 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 198.3453674316s, input_fired_time: 2.3103935719, output_fired_time: 2.3284149170, propagate_forward_time: 73.2778091431, propagate_backward_time: 116.6281051636, weight_update_time: 0.2082058489, other_time: 3.8006439209
epoch time: 15.8046731949s, input_fired_time: 0.2971360385, output_fired_time: 0.0000000000, propagate_forward_time: 14.7881975174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7193393707
validation[          , genome  4947] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       819.47003, best error:       749.06128 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 199.7415924072s, input_fired_time: 2.3244452477, output_fired_time: 2.3421728611, propagate_forward_time: 73.9568557739, propagate_backward_time: 117.2882461548, weight_update_time: 0.2084134668, other_time: 3.8298645020
epoch time: 16.1763153076s, input_fired_time: 0.2940264344, output_fired_time: 0.0000000000, propagate_forward_time: 15.1799583435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7023305893
validation[          , genome  4947] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       929.85986, best error:       749.06128 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 202.0146026611s, input_fired_time: 2.3411946297, output_fired_time: 2.3593568802, propagate_forward_time: 74.7888183594, propagate_backward_time: 118.7120132446, weight_update_time: 0.2086915821, other_time: 3.8132095337
epoch time: 16.1431484222s, input_fired_time: 0.2951146364, output_fired_time: 0.0000000000, propagate_forward_time: 15.1709032059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771306992
validation[          , genome  4947] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       955.64038, best error:       749.06128 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 201.6084899902s, input_fired_time: 2.3080193996, output_fired_time: 2.3471152782, propagate_forward_time: 74.9751434326, propagate_backward_time: 118.2365188599, weight_update_time: 0.2096801847, other_time: 3.7416915894
epoch time: 16.2353172302s, input_fired_time: 0.2941406965, output_fired_time: 0.0000000000, propagate_forward_time: 15.2692623138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719141006
validation[          , genome  4947] predictions:    9735/  10000 (97.35%), best:    9786/10000 (97.86%), error:       921.27533, best error:       749.06128 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 202.0678863525s, input_fired_time: 2.3215398788, output_fired_time: 2.3535325527, propagate_forward_time: 75.0561447144, propagate_backward_time: 118.5627136230, weight_update_time: 0.2099612653, other_time: 3.7739639282
epoch time: 16.3445663452s, input_fired_time: 0.3047639132, output_fired_time: 0.0000000000, propagate_forward_time: 15.3430624008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6967401505
validation[          , genome  4947] predictions:    9751/  10000 (97.51%), best:    9786/10000 (97.86%), error:       803.12201, best error:       749.06128 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 202.7491760254s, input_fired_time: 2.3387720585, output_fired_time: 2.3689589500, propagate_forward_time: 75.2084121704, propagate_backward_time: 119.0236587524, weight_update_time: 0.2099065483, other_time: 3.8093719482
epoch time: 15.7049226761s, input_fired_time: 0.2941822112, output_fired_time: 0.0000000000, propagate_forward_time: 14.7003421783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103986740
validation[          , genome  4947] predictions:    9737/  10000 (97.37%), best:    9786/10000 (97.86%), error:       854.46979, best error:       749.06128 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 201.8918762207s, input_fired_time: 2.3292162418, output_fired_time: 2.3566200733, propagate_forward_time: 74.8721008301, propagate_backward_time: 118.5373077393, weight_update_time: 0.2097932547, other_time: 3.7966308594
epoch time: 16.4853591919s, input_fired_time: 0.3027772307, output_fired_time: 0.0000000000, propagate_forward_time: 15.5066099167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6759729385
validation[          , genome  4947] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       799.28973, best error:       749.06128 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 201.4599761963s, input_fired_time: 2.3330643177, output_fired_time: 2.3611016273, propagate_forward_time: 74.5878829956, propagate_backward_time: 118.3845367432, weight_update_time: 0.2092945129, other_time: 3.7933883667
epoch time: 16.4401702881s, input_fired_time: 0.2989776731, output_fired_time: 0.0000000000, propagate_forward_time: 15.4502162933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6909770966
validation[          , genome  4947] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       858.26031, best error:       749.06128 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 205.0940856934s, input_fired_time: 2.3475210667, output_fired_time: 2.3774869442, propagate_forward_time: 76.5989685059, propagate_backward_time: 120.0284423828, weight_update_time: 0.2119930536, other_time: 3.7416687012
epoch time: 16.1380290985s, input_fired_time: 0.3033940494, output_fired_time: 0.0000000000, propagate_forward_time: 15.1189699173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156648636
validation[          , genome  4947] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       873.57965, best error:       749.06128 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 201.8285369873s, input_fired_time: 2.3339307308, output_fired_time: 2.3635411263, propagate_forward_time: 74.7370834351, propagate_backward_time: 118.5753173828, weight_update_time: 0.2106665522, other_time: 3.8186721802
epoch time: 16.0899410248s, input_fired_time: 0.2908048034, output_fired_time: 0.0000000000, propagate_forward_time: 15.1404829025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586532593
validation[          , genome  4947] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       851.78448, best error:       749.06128 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 203.9400482178s, input_fired_time: 2.3495271206, output_fired_time: 2.3717064857, propagate_forward_time: 76.1275787354, propagate_backward_time: 119.3171463013, weight_update_time: 0.2111602426, other_time: 3.7740859985
epoch time: 16.3359241486s, input_fired_time: 0.2940804958, output_fired_time: 0.0000000000, propagate_forward_time: 15.3879890442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538543701
validation[          , genome  4947] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       909.45978, best error:       749.06128 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 203.2738037109s, input_fired_time: 2.3457024097, output_fired_time: 2.3717780113, propagate_forward_time: 75.7265090942, propagate_backward_time: 119.0476913452, weight_update_time: 0.2076529711, other_time: 3.7821197510
epoch time: 16.6422882080s, input_fired_time: 0.3079609573, output_fired_time: 0.0000000000, propagate_forward_time: 15.6378822327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6964454651
validation[          , genome  4947] predictions:    9673/  10000 (96.73%), best:    9786/10000 (97.86%), error:      1061.23657, best error:       749.06128 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 203.2801513672s, input_fired_time: 2.3381052017, output_fired_time: 2.3625323772, propagate_forward_time: 75.8619155884, propagate_backward_time: 118.9701995850, weight_update_time: 0.2084023058, other_time: 3.7473983765
epoch time: 16.1181049347s, input_fired_time: 0.2955752909, output_fired_time: 0.0000000000, propagate_forward_time: 15.1450653076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774644852
validation[          , genome  4947] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       728.79224, best error:       728.79224 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 203.6485443115s, input_fired_time: 2.3521752357, output_fired_time: 2.3709571362, propagate_forward_time: 75.8332977295, propagate_backward_time: 119.3272857666, weight_update_time: 0.2106196880, other_time: 3.7648315430
epoch time: 16.3189964294s, input_fired_time: 0.3015752435, output_fired_time: 0.0000000000, propagate_forward_time: 15.3362932205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811285019
validation[          , genome  4947] predictions:    9698/  10000 (96.98%), best:    9783/10000 (97.83%), error:      1003.65375, best error:       728.79224 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 204.9685363770s, input_fired_time: 2.3509719372, output_fired_time: 2.3796620369, propagate_forward_time: 76.5523605347, propagate_backward_time: 119.9411773682, weight_update_time: 0.2111607045, other_time: 3.7443618774
epoch time: 15.6016683578s, input_fired_time: 0.2919335365, output_fired_time: 0.0000000000, propagate_forward_time: 14.6303892136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793451309
validation[          , genome  4947] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       805.52264, best error:       728.79224 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 203.9591064453s, input_fired_time: 2.3546302319, output_fired_time: 2.3670408726, propagate_forward_time: 76.1076889038, propagate_backward_time: 119.3463745117, weight_update_time: 0.2100225538, other_time: 3.7833786011
epoch time: 15.6837663651s, input_fired_time: 0.2933146656, output_fired_time: 0.0000000000, propagate_forward_time: 14.6993646622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910867691
validation[          , genome  4947] predictions:    9775/  10000 (97.75%), best:    9783/10000 (97.83%), error:       831.32318, best error:       728.79224 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 205.0275573730s, input_fired_time: 2.3512709141, output_fired_time: 2.3808922768, propagate_forward_time: 76.5544357300, propagate_backward_time: 119.9903869629, weight_update_time: 0.2115758210, other_time: 3.7505722046
epoch time: 16.5303096771s, input_fired_time: 0.3054807186, output_fired_time: 0.0000000000, propagate_forward_time: 15.5242605209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7005681992
validation[          , genome  4947] predictions:    9722/  10000 (97.22%), best:    9783/10000 (97.83%), error:       932.06860, best error:       728.79224 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 204.6840667725s, input_fired_time: 2.3638041019, output_fired_time: 2.3738973141, propagate_forward_time: 76.1797714233, propagate_backward_time: 119.9636611938, weight_update_time: 0.2121064514, other_time: 3.8029327393
epoch time: 16.3217983246s, input_fired_time: 0.3050000370, output_fired_time: 0.0000000000, propagate_forward_time: 15.3099222183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068758011
validation[          , genome  4947] predictions:    9741/  10000 (97.41%), best:    9783/10000 (97.83%), error:       915.86578, best error:       728.79224 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 204.2801666260s, input_fired_time: 2.3359773159, output_fired_time: 2.3594217300, propagate_forward_time: 76.3269729614, propagate_backward_time: 119.5460052490, weight_update_time: 0.2090812773, other_time: 3.7117843628
epoch time: 16.4332218170s, input_fired_time: 0.3030941188, output_fired_time: 0.0000000000, propagate_forward_time: 15.4409923553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891345978
validation[          , genome  4947] predictions:    9785/  10000 (97.85%), best:    9783/10000 (97.83%), error:       784.47327, best error:       728.79224 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 204.8386993408s, input_fired_time: 2.3439867496, output_fired_time: 2.3719854355, propagate_forward_time: 76.4368591309, propagate_backward_time: 119.9301452637, weight_update_time: 0.2103942782, other_time: 3.7557220459
epoch time: 16.3181896210s, input_fired_time: 0.2972927392, output_fired_time: 0.0000000000, propagate_forward_time: 15.3485517502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723451614
validation[          , genome  4947] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       861.29095, best error:       728.79224 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 203.0987701416s, input_fired_time: 2.3316299915, output_fired_time: 2.3590767384, propagate_forward_time: 75.4895782471, propagate_backward_time: 119.1992416382, weight_update_time: 0.2108664513, other_time: 3.7192459106
epoch time: 14.8510665894s, input_fired_time: 0.2817264199, output_fired_time: 0.0000000000, propagate_forward_time: 13.9012088776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681308746
validation[          , genome  4947] predictions:    9637/  10000 (96.37%), best:    9783/10000 (97.83%), error:      1208.67822, best error:       728.79224 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.1060180664s, input_fired_time: 2.3337249756, output_fired_time: 2.3563807011, propagate_forward_time: 74.7446060181, propagate_backward_time: 118.8393707275, weight_update_time: 0.2100403905, other_time: 3.8319320679
epoch time: 16.2815189362s, input_fired_time: 0.2959175706, output_fired_time: 0.0000000000, propagate_forward_time: 15.3111486435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744527817
validation[          , genome  4947] predictions:    9734/  10000 (97.34%), best:    9783/10000 (97.83%), error:       936.78540, best error:       728.79224 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 204.6014404297s, input_fired_time: 2.3355183601, output_fired_time: 2.3734753132, propagate_forward_time: 76.4031982422, propagate_backward_time: 119.8028945923, weight_update_time: 0.2083028555, other_time: 3.6863479614
epoch time: 15.9144554138s, input_fired_time: 0.2976104021, output_fired_time: 0.0000000000, propagate_forward_time: 14.9301853180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866598129
validation[          , genome  4947] predictions:    9759/  10000 (97.59%), best:    9783/10000 (97.83%), error:       833.70044, best error:       728.79224 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 205.1770324707s, input_fired_time: 2.3692669868, output_fired_time: 2.3783659935, propagate_forward_time: 76.5549621582, propagate_backward_time: 120.0792160034, weight_update_time: 0.2110938281, other_time: 3.7952194214
epoch time: 16.0882301331s, input_fired_time: 0.3021300435, output_fired_time: 0.0000000000, propagate_forward_time: 15.0899047852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961956024
validation[          , genome  4947] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       788.40704, best error:       728.79224 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 201.1463623047s, input_fired_time: 2.3244774342, output_fired_time: 2.3464608192, propagate_forward_time: 74.3325881958, propagate_backward_time: 118.3558120728, weight_update_time: 0.2085795999, other_time: 3.7870178223
epoch time: 15.7364282608s, input_fired_time: 0.2910132408, output_fired_time: 0.0000000000, propagate_forward_time: 14.7755317688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698837280
validation[          , genome  4947] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       895.31921, best error:       728.79224 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 203.9264678955s, input_fired_time: 2.3553633690, output_fired_time: 2.3623204231, propagate_forward_time: 76.0030136108, propagate_backward_time: 119.4634628296, weight_update_time: 0.2081153840, other_time: 3.7423095703
epoch time: 17.0103263855s, input_fired_time: 0.3201082945, output_fired_time: 0.0000000000, propagate_forward_time: 15.9727478027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7174701691
validation[          , genome  4947] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       810.69873, best error:       728.79224 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 203.9459075928s, input_fired_time: 2.3499982357, output_fired_time: 2.3688631058, propagate_forward_time: 75.9514999390, propagate_backward_time: 119.5161437988, weight_update_time: 0.2121104896, other_time: 3.7594070435
epoch time: 16.2190685272s, input_fired_time: 0.2951418459, output_fired_time: 0.0000000000, propagate_forward_time: 15.2514495850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6724767685
validation[          , genome  4947] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       978.39667, best error:       728.79224 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 206.3919982910s, input_fired_time: 2.3672060966, output_fired_time: 2.3838696480, propagate_forward_time: 77.1988601685, propagate_backward_time: 120.7143249512, weight_update_time: 0.2116494626, other_time: 3.7277450562
epoch time: 16.5434799194s, input_fired_time: 0.2992990017, output_fired_time: 0.0000000000, propagate_forward_time: 15.5769929886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6671876907
validation[          , genome  4947] predictions:    9785/  10000 (97.85%), best:    9783/10000 (97.83%), error:       777.25897, best error:       728.79224 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 204.0748138428s, input_fired_time: 2.3195245266, output_fired_time: 2.3612356186, propagate_forward_time: 76.0697860718, propagate_backward_time: 119.6337051392, weight_update_time: 0.2064759433, other_time: 3.6905670166
epoch time: 15.8502645493s, input_fired_time: 0.2962482572, output_fired_time: 0.0000000000, propagate_forward_time: 14.8614912033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6925249100
validation[          , genome  4947] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       780.50134, best error:       728.79224 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 200.6676177979s, input_fired_time: 2.3273203373, output_fired_time: 2.3596756458, propagate_forward_time: 73.8957214355, propagate_backward_time: 118.2244720459, weight_update_time: 0.2089775950, other_time: 3.8604278564
epoch time: 16.2569866180s, input_fired_time: 0.2957792282, output_fired_time: 0.0000000000, propagate_forward_time: 15.3034877777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577196121
validation[          , genome  4947] predictions:    9784/  10000 (97.84%), best:    9783/10000 (97.83%), error:       782.21503, best error:       728.79224 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 204.0317382813s, input_fired_time: 2.3419737816, output_fired_time: 2.3620650768, propagate_forward_time: 76.1391296387, propagate_backward_time: 119.4724273682, weight_update_time: 0.2099636048, other_time: 3.7161407471
epoch time: 16.0846252441s, input_fired_time: 0.2955824435, output_fired_time: 0.0000000000, propagate_forward_time: 15.1127777100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762647629
validation[          , genome  4947] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       870.10706, best error:       728.79224 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 205.4260864258s, input_fired_time: 2.3724896908, output_fired_time: 2.3715932369, propagate_forward_time: 76.9075088501, propagate_backward_time: 120.0485153198, weight_update_time: 0.2090932876, other_time: 3.7259826660
epoch time: 16.0531444550s, input_fired_time: 0.2986941338, output_fired_time: 0.0000000000, propagate_forward_time: 15.0677118301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867380142
validation[          , genome  4947] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       803.37512, best error:       728.79224 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 205.1369476318s, input_fired_time: 2.3354845047, output_fired_time: 2.3692522049, propagate_forward_time: 76.6592178345, propagate_backward_time: 120.1056365967, weight_update_time: 0.2092331499, other_time: 3.6673660278
epoch time: 16.0168209076s, input_fired_time: 0.2931280136, output_fired_time: 0.0000000000, propagate_forward_time: 15.0495252609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741676331
validation[          , genome  4947] predictions:    9733/  10000 (97.33%), best:    9783/10000 (97.83%), error:       890.61108, best error:       728.79224 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 203.3259887695s, input_fired_time: 2.3519773483, output_fired_time: 2.3568000793, propagate_forward_time: 75.6349411011, propagate_backward_time: 119.2314605713, weight_update_time: 0.2114092112, other_time: 3.7508163452
epoch time: 16.2906284332s, input_fired_time: 0.3023237884, output_fired_time: 0.0000000000, propagate_forward_time: 15.2959241867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923809052
validation[          , genome  4947] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       829.98334, best error:       728.79224 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 202.2999420166s, input_fired_time: 2.3290467262, output_fired_time: 2.3610658646, propagate_forward_time: 75.1149520874, propagate_backward_time: 118.7714080811, weight_update_time: 0.2093887478, other_time: 3.7234725952
epoch time: 16.2213191986s, input_fired_time: 0.2960390151, output_fired_time: 0.0000000000, propagate_forward_time: 15.2573022842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679782867
validation[          , genome  4947] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       799.04016, best error:       728.79224 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 204.4180755615s, input_fired_time: 2.3318791389, output_fired_time: 2.3616671562, propagate_forward_time: 76.1782302856, propagate_backward_time: 119.8554077148, weight_update_time: 0.2090473026, other_time: 3.6908950806
epoch time: 17.0341529846s, input_fired_time: 0.3174456060, output_fired_time: 0.0000000000, propagate_forward_time: 16.0044631958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122440338
validation[          , genome  4947] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       796.25812, best error:       728.79224 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 204.0617218018s, input_fired_time: 2.3521180153, output_fired_time: 2.3562572002, propagate_forward_time: 76.1284637451, propagate_backward_time: 119.4895401001, weight_update_time: 0.2110664099, other_time: 3.7353439331
epoch time: 16.5310115814s, input_fired_time: 0.3048870862, output_fired_time: 0.0000000000, propagate_forward_time: 15.5477790833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6783447266
validation[          , genome  4947] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       862.82721, best error:       728.79224 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 205.5738677979s, input_fired_time: 2.3683102131, output_fired_time: 2.3772859573, propagate_forward_time: 76.8198471069, propagate_backward_time: 120.2356567383, weight_update_time: 0.2115524858, other_time: 3.7727584839
epoch time: 15.1304779053s, input_fired_time: 0.2961456776, output_fired_time: 0.0000000000, propagate_forward_time: 14.0817880630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7525444031
validation[          , genome  4947] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       848.17773, best error:       728.79224 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 203.0636749268s, input_fired_time: 2.3273816109, output_fired_time: 2.3637511730, propagate_forward_time: 75.4743118286, propagate_backward_time: 119.1725082397, weight_update_time: 0.2099734545, other_time: 3.7257232666
epoch time: 16.4275588989s, input_fired_time: 0.3020381033, output_fired_time: 0.0000000000, propagate_forward_time: 15.4344987869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910219193
validation[          , genome  4947] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       830.85114, best error:       728.79224 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 201.8098907471s, input_fired_time: 2.3371758461, output_fired_time: 2.3617441654, propagate_forward_time: 74.8860015869, propagate_backward_time: 118.4313278198, weight_update_time: 0.2093422711, other_time: 3.7936477661
epoch time: 16.0318698883s, input_fired_time: 0.3024545014, output_fired_time: 0.0000000000, propagate_forward_time: 15.0302057266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992092133
validation[          , genome  4947] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       765.08618, best error:       728.79224 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 204.1251831055s, input_fired_time: 2.3606929779, output_fired_time: 2.3694505692, propagate_forward_time: 76.0542297363, propagate_backward_time: 119.5560455322, weight_update_time: 0.2095967084, other_time: 3.7847747803
epoch time: 16.5846061707s, input_fired_time: 0.3104680777, output_fired_time: 0.0000000000, propagate_forward_time: 15.5764379501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976995468
validation[          , genome  4947] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       804.64148, best error:       728.79224 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 203.3411865234s, input_fired_time: 2.3614006042, output_fired_time: 2.3715693951, propagate_forward_time: 75.7157592773, propagate_backward_time: 119.1066970825, weight_update_time: 0.2097927183, other_time: 3.7857589722
epoch time: 15.9773607254s, input_fired_time: 0.3021903634, output_fired_time: 0.0000000000, propagate_forward_time: 14.9848747253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902952194
validation[          , genome  4947] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       830.51947, best error:       728.79224 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 203.6324005127s, input_fired_time: 2.3515853882, output_fired_time: 2.3761289120, propagate_forward_time: 75.6860580444, propagate_backward_time: 119.4488601685, weight_update_time: 0.2104956210, other_time: 3.7697753906
epoch time: 16.3614234924s, input_fired_time: 0.2982162237, output_fired_time: 0.0000000000, propagate_forward_time: 15.4053926468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578149796
validation[          , genome  4947] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       921.08008, best error:       728.79224 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 203.5220336914s, input_fired_time: 2.3654067516, output_fired_time: 2.3708350658, propagate_forward_time: 75.5357742310, propagate_backward_time: 119.4486312866, weight_update_time: 0.2101140469, other_time: 3.8013916016
epoch time: 15.9370889664s, input_fired_time: 0.2973413765, output_fired_time: 0.0000000000, propagate_forward_time: 14.9604530334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6792945862
validation[          , genome  4947] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       818.74530, best error:       728.79224 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 200.2999572754s, input_fired_time: 2.3632776737, output_fired_time: 2.3435015678, propagate_forward_time: 74.1383514404, propagate_backward_time: 117.5805206299, weight_update_time: 0.2087232172, other_time: 3.8742980957
epoch time: 15.9129600525s, input_fired_time: 0.3005750775, output_fired_time: 0.0000000000, propagate_forward_time: 14.9125642776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6998205185
validation[          , genome  4947] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       846.43567, best error:       728.79224 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 205.3105621338s, input_fired_time: 2.3829407692, output_fired_time: 2.3759419918, propagate_forward_time: 76.4296722412, propagate_backward_time: 120.3602905273, weight_update_time: 0.2102246433, other_time: 3.7617187500
epoch time: 16.2984657288s, input_fired_time: 0.2938220501, output_fired_time: 0.0000000000, propagate_forward_time: 15.3413295746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633148193
validation[          , genome  4947] predictions:    9771/  10000 (97.71%), best:    9783/10000 (97.83%), error:       820.49646, best error:       728.79224 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 202.1496276855s, input_fired_time: 2.3498420715, output_fired_time: 2.3531713486, propagate_forward_time: 75.1485366821, propagate_backward_time: 118.5355453491, weight_update_time: 0.2072628140, other_time: 3.7625427246
epoch time: 15.5641441345s, input_fired_time: 0.2996251881, output_fired_time: 0.0000000000, propagate_forward_time: 14.5522165298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7123022079
validation[          , genome  4947] predictions:    9771/  10000 (97.71%), best:    9783/10000 (97.83%), error:       772.04169, best error:       728.79224 on epoch:    66, 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: 82.0265960693s, input_fired_time: 1.4894112349, output_fired_time: 0.0000000000, propagate_forward_time: 77.0850448608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4521408081
best training[          , genome  4947] predictions:   49680/  50000 (99.36%), best:    9783/10000 (97.83%), error:      1396.91907, best error:       728.79224 on epoch:    66, 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: 16.2479076385s, input_fired_time: 0.2965566516, output_fired_time: 0.0000000000, propagate_forward_time: 15.2908058167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605453491
   testing[          , genome  4947] predictions:    9792/  10000 (97.92%), best:    9783/10000 (97.83%), error:       670.97302, best error:       728.79224 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:33:59 (3880): called boinc_finish(0)

</stderr_txt>
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