Nameexact_genome_1512568488_44_6847_0
Workunit2605575
Created7 Dec 2017, 22:22:21 UTC
Sent7 Dec 2017, 22:28:28 UTC
Report deadline19 Dec 2017, 21:54:55 UTC
Received9 Dec 2017, 7:07:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 54 min 11 sec
CPU time5 hours 53 min 35 sec
Validate stateValid
Credit2,994.18
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.36 MB
Peak swap size161.07 MB
Peak disk usage2.41 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
741.36725 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 193.7523040771s, input_fired_time: 2.4626488686, output_fired_time: 2.3140721321, propagate_forward_time: 72.7040786743, propagate_backward_time: 111.9549407959, weight_update_time: 0.2235637754, other_time: 4.3165664673
epoch time: 15.7192907333s, input_fired_time: 0.3084785044, output_fired_time: 0.0000000000, propagate_forward_time: 14.6355457306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7752666473
validation[          , genome  6847] predictions:    9692/  10000 (96.92%), best:    9767/10000 (97.67%), error:      1023.52124, best error:       741.36725 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 193.4161376953s, input_fired_time: 2.4509472847, output_fired_time: 2.2981400490, propagate_forward_time: 72.6608505249, propagate_backward_time: 111.7708511353, weight_update_time: 0.2202982157, other_time: 4.2353515625
epoch time: 15.7128067017s, input_fired_time: 0.3044444621, output_fired_time: 0.0000000000, propagate_forward_time: 14.6599960327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7483663559
validation[          , genome  6847] predictions:    9690/  10000 (96.90%), best:    9767/10000 (97.67%), error:      1038.11926, best error:       741.36725 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 194.8203735352s, input_fired_time: 2.4759078026, output_fired_time: 2.3324213028, propagate_forward_time: 73.2484970093, propagate_backward_time: 112.4344558716, weight_update_time: 0.2241546363, other_time: 4.3290863037
epoch time: 15.5504312515s, input_fired_time: 0.2987166941, output_fired_time: 0.0000000000, propagate_forward_time: 14.5281000137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236146927
validation[          , genome  6847] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       703.87012, best error:       703.87012 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 193.3150787354s, input_fired_time: 2.4583261013, output_fired_time: 2.3046784401, propagate_forward_time: 72.5191116333, propagate_backward_time: 111.7354660034, weight_update_time: 0.2228106111, other_time: 4.2975006104
epoch time: 15.6994686127s, input_fired_time: 0.3101890981, output_fired_time: 0.0000000000, propagate_forward_time: 14.6117935181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7774858475
validation[          , genome  6847] predictions:    9663/  10000 (96.63%), best:    9788/10000 (97.88%), error:      1051.27466, best error:       703.87012 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 194.1353149414s, input_fired_time: 2.4788792133, output_fired_time: 2.3119394779, propagate_forward_time: 73.0374908447, propagate_backward_time: 111.9591064453, weight_update_time: 0.2244945616, other_time: 4.3479003906
epoch time: 15.5572137833s, input_fired_time: 0.3052283525, output_fired_time: 0.0000000000, propagate_forward_time: 14.4988689423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7531166077
validation[          , genome  6847] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       794.77753, best error:       703.87012 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 194.0372161865s, input_fired_time: 2.4586844444, output_fired_time: 2.3129417896, propagate_forward_time: 72.9472656250, propagate_backward_time: 112.0460433960, weight_update_time: 0.2199373096, other_time: 4.2722854614
epoch time: 15.7815475464s, input_fired_time: 0.3100580573, output_fired_time: 0.0000000000, propagate_forward_time: 14.7118043900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7596855164
validation[          , genome  6847] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       702.22705, best error:       702.22705 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 193.9314422607s, input_fired_time: 2.4654736519, output_fired_time: 2.3111829758, propagate_forward_time: 72.8816680908, propagate_backward_time: 111.9659347534, weight_update_time: 0.2239626944, other_time: 4.3071823120
epoch time: 15.6294202805s, input_fired_time: 0.3104973733, output_fired_time: 0.0000000000, propagate_forward_time: 14.5616054535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7573175430
validation[          , genome  6847] predictions:    9720/  10000 (97.20%), best:    9778/10000 (97.78%), error:       877.30994, best error:       702.22705 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 193.9628906250s, input_fired_time: 2.4718263149, output_fired_time: 2.3113543987, propagate_forward_time: 72.8795776367, propagate_backward_time: 112.0096664429, weight_update_time: 0.2224220186, other_time: 4.2904586792
epoch time: 15.6383686066s, input_fired_time: 0.3059707582, output_fired_time: 0.0000000000, propagate_forward_time: 14.5892086029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7431888580
validation[          , genome  6847] predictions:    9725/  10000 (97.25%), best:    9778/10000 (97.78%), error:       908.47339, best error:       702.22705 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 192.5748748779s, input_fired_time: 2.4600934982, output_fired_time: 2.2956383228, propagate_forward_time: 72.4555892944, propagate_backward_time: 111.0927352905, weight_update_time: 0.2203350961, other_time: 4.2708129883
epoch time: 15.5217771530s, input_fired_time: 0.3031491339, output_fired_time: 0.0000000000, propagate_forward_time: 14.4797468185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7388811111
validation[          , genome  6847] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       764.10529, best error:       702.22705 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 194.2266998291s, input_fired_time: 2.4687647820, output_fired_time: 2.3070144653, propagate_forward_time: 73.0367584229, propagate_backward_time: 112.1531753540, weight_update_time: 0.2196443975, other_time: 4.2609939575
epoch time: 15.6121702194s, input_fired_time: 0.3033187091, output_fired_time: 0.0000000000, propagate_forward_time: 14.5670232773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7418279648
validation[          , genome  6847] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       784.54871, best error:       702.22705 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 193.6997375488s, input_fired_time: 2.4681048393, output_fired_time: 2.2998805046, propagate_forward_time: 72.9511871338, propagate_backward_time: 111.7040863037, weight_update_time: 0.2218710631, other_time: 4.2764739990
epoch time: 14.9857568741s, input_fired_time: 0.3004263043, output_fired_time: 0.0000000000, propagate_forward_time: 13.9563837051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289466858
validation[          , genome  6847] predictions:    9726/  10000 (97.26%), best:    9778/10000 (97.78%), error:       902.06067, best error:       702.22705 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 194.4926910400s, input_fired_time: 2.4816470146, output_fired_time: 2.3153092861, propagate_forward_time: 73.1375656128, propagate_backward_time: 112.2413787842, weight_update_time: 0.2238120437, other_time: 4.3167953491
epoch time: 15.6536521912s, input_fired_time: 0.3132852018, output_fired_time: 0.0000000000, propagate_forward_time: 14.5764961243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7638711929
validation[          , genome  6847] predictions:    9773/  10000 (97.73%), best:    9778/10000 (97.78%), error:       771.79681, best error:       702.22705 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 194.4494171143s, input_fired_time: 2.4712109566, output_fired_time: 2.3075847626, propagate_forward_time: 73.1278076172, propagate_backward_time: 112.2366867065, weight_update_time: 0.2214497179, other_time: 4.3061294556
epoch time: 15.8157434464s, input_fired_time: 0.3094186187, output_fired_time: 0.0000000000, propagate_forward_time: 14.7446117401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7617130280
validation[          , genome  6847] predictions:    9783/  10000 (97.83%), best:    9778/10000 (97.78%), error:       720.11591, best error:       702.22705 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 193.4604949951s, input_fired_time: 2.4631137848, output_fired_time: 2.2971055508, propagate_forward_time: 72.7284545898, propagate_backward_time: 111.7250061035, weight_update_time: 0.2208772302, other_time: 4.2468109131
epoch time: 15.7718687057s, input_fired_time: 0.3031920791, output_fired_time: 0.0000000000, propagate_forward_time: 14.7423257828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7263507843
validation[          , genome  6847] predictions:    9753/  10000 (97.53%), best:    9778/10000 (97.78%), error:       817.60376, best error:       702.22705 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 193.4618377686s, input_fired_time: 2.4578046799, output_fired_time: 2.2986705303, propagate_forward_time: 72.6505966187, propagate_backward_time: 111.7986145020, weight_update_time: 0.2193510681, other_time: 4.2561416626
epoch time: 15.3684091568s, input_fired_time: 0.2970783412, output_fired_time: 0.0000000000, propagate_forward_time: 14.3476867676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7236442566
validation[          , genome  6847] predictions:    9648/  10000 (96.48%), best:    9778/10000 (97.78%), error:      1210.56067, best error:       702.22705 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 194.6838531494s, input_fired_time: 2.4743084908, output_fired_time: 2.3113622665, propagate_forward_time: 73.2683792114, propagate_backward_time: 112.3785934448, weight_update_time: 0.2200866938, other_time: 4.2512207031
epoch time: 15.7097749710s, input_fired_time: 0.3127597570, output_fired_time: 0.0000000000, propagate_forward_time: 14.6398763657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7571392059
validation[          , genome  6847] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       831.28088, best error:       702.22705 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 193.8925628662s, input_fired_time: 2.4639639854, output_fired_time: 2.2981848717, propagate_forward_time: 72.9245681763, propagate_backward_time: 111.9688034058, weight_update_time: 0.2188850939, other_time: 4.2370452881
epoch time: 15.7100849152s, input_fired_time: 0.3018958271, output_fired_time: 0.0000000000, propagate_forward_time: 14.6774520874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307367325
validation[          , genome  6847] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       747.68835, best error:       702.22705 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 194.4242401123s, input_fired_time: 2.4795894623, output_fired_time: 2.3050534725, propagate_forward_time: 73.1602630615, propagate_backward_time: 112.2343750000, weight_update_time: 0.2201144546, other_time: 4.2449645996
epoch time: 15.2739648819s, input_fired_time: 0.2961634099, output_fired_time: 0.0000000000, propagate_forward_time: 14.2615165710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7162847519
validation[          , genome  6847] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       794.25793, best error:       702.22705 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 193.4391937256s, input_fired_time: 2.4627668858, output_fired_time: 2.3125324249, propagate_forward_time: 72.4860992432, propagate_backward_time: 111.8850402832, weight_update_time: 0.2221301496, other_time: 4.2927551270
epoch time: 15.7827606201s, input_fired_time: 0.3140025437, output_fired_time: 0.0000000000, propagate_forward_time: 14.7086620331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7600955963
validation[          , genome  6847] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       839.30627, best error:       702.22705 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 194.2478942871s, input_fired_time: 2.4637403488, output_fired_time: 2.2997586727, propagate_forward_time: 73.0743942261, propagate_backward_time: 112.2008743286, weight_update_time: 0.2184370905, other_time: 4.2091217041
epoch time: 15.4615583420s, input_fired_time: 0.2984289825, output_fired_time: 0.0000000000, propagate_forward_time: 14.4557361603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073936462
validation[          , genome  6847] predictions:    9748/  10000 (97.48%), best:    9778/10000 (97.78%), error:       813.47260, best error:       702.22705 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 193.6049346924s, input_fired_time: 2.4707591534, output_fired_time: 2.3001534939, propagate_forward_time: 72.9179763794, propagate_backward_time: 111.6578216553, weight_update_time: 0.2190264016, other_time: 4.2582168579
epoch time: 15.7020378113s, input_fired_time: 0.3092392981, output_fired_time: 0.0000000000, propagate_forward_time: 14.6333179474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7594804764
validation[          , genome  6847] predictions:    9773/  10000 (97.73%), best:    9778/10000 (97.78%), error:       714.60004, best error:       702.22705 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 194.5430603027s, input_fired_time: 2.4716215134, output_fired_time: 2.3081369400, propagate_forward_time: 73.2038879395, propagate_backward_time: 112.3403320313, weight_update_time: 0.2198973447, other_time: 4.2190856934
epoch time: 15.6435279846s, input_fired_time: 0.3183350265, output_fired_time: 0.0000000000, propagate_forward_time: 14.5406131744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7845802307
validation[          , genome  6847] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       685.11438, best error:       685.11438 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 193.8357849121s, input_fired_time: 2.4706268311, output_fired_time: 2.3010401726, propagate_forward_time: 72.8280334473, propagate_backward_time: 111.9703140259, weight_update_time: 0.2217216045, other_time: 4.2657699585
epoch time: 15.5431280136s, input_fired_time: 0.3135468066, output_fired_time: 0.0000000000, propagate_forward_time: 14.4802970886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7492837906
validation[          , genome  6847] predictions:    9639/  10000 (96.39%), best:    9795/10000 (97.95%), error:      1132.18005, best error:       685.11438 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 193.0546264648s, input_fired_time: 2.4582974911, output_fired_time: 2.2908749580, propagate_forward_time: 72.7415466309, propagate_backward_time: 111.3595962524, weight_update_time: 0.2185011059, other_time: 4.2043075562
epoch time: 15.8045673370s, input_fired_time: 0.3113836646, output_fired_time: 0.0000000000, propagate_forward_time: 14.7181901932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7749938965
validation[          , genome  6847] predictions:    9664/  10000 (96.64%), best:    9795/10000 (97.95%), error:      1070.30957, best error:       685.11438 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 193.9689483643s, input_fired_time: 2.4710023403, output_fired_time: 2.3067195415, propagate_forward_time: 72.8496017456, propagate_backward_time: 112.0422821045, weight_update_time: 0.2221782207, other_time: 4.2993392944
epoch time: 15.3697662354s, input_fired_time: 0.2962616682, output_fired_time: 0.0000000000, propagate_forward_time: 14.3562412262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7172632217
validation[          , genome  6847] predictions:    9740/  10000 (97.40%), best:    9795/10000 (97.95%), error:       837.81598, best error:       685.11438 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 193.2334442139s, input_fired_time: 2.4533572197, output_fired_time: 2.2918200493, propagate_forward_time: 72.6960678101, propagate_backward_time: 111.5876541138, weight_update_time: 0.2178534716, other_time: 4.2045440674
epoch time: 15.4292984009s, input_fired_time: 0.3009336889, output_fired_time: 0.0000000000, propagate_forward_time: 14.4021663666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261981964
validation[          , genome  6847] predictions:    9722/  10000 (97.22%), best:    9795/10000 (97.95%), error:       854.30804, best error:       685.11438 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 194.2817993164s, input_fired_time: 2.4737522602, output_fired_time: 2.3087139130, propagate_forward_time: 73.0604782104, propagate_backward_time: 112.1979446411, weight_update_time: 0.2198379338, other_time: 4.2409057617
epoch time: 15.7181320190s, input_fired_time: 0.3093704283, output_fired_time: 0.0000000000, propagate_forward_time: 14.6598548889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7489070892
validation[          , genome  6847] predictions:    9751/  10000 (97.51%), best:    9795/10000 (97.95%), error:       755.95331, best error:       685.11438 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 193.9118194580s, input_fired_time: 2.4778385162, output_fired_time: 2.2993350029, propagate_forward_time: 73.0258636475, propagate_backward_time: 111.8784179688, weight_update_time: 0.2188011408, other_time: 4.2303619385
epoch time: 15.7485523224s, input_fired_time: 0.3090611398, output_fired_time: 0.0000000000, propagate_forward_time: 14.7002191544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7392721176
validation[          , genome  6847] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       751.96777, best error:       685.11438 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 193.9483947754s, input_fired_time: 2.4763882160, output_fired_time: 2.2975914478, propagate_forward_time: 72.9752807617, propagate_backward_time: 111.9395370483, weight_update_time: 0.2209853381, other_time: 4.2595901489
epoch time: 15.6795368195s, input_fired_time: 0.3060889840, output_fired_time: 0.0000000000, propagate_forward_time: 14.6442070007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7292404175
validation[          , genome  6847] predictions:    9767/  10000 (97.67%), best:    9795/10000 (97.95%), error:       743.42163, best error:       685.11438 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 193.7981262207s, input_fired_time: 2.4660701752, output_fired_time: 2.2952220440, propagate_forward_time: 73.0163269043, propagate_backward_time: 111.8280334473, weight_update_time: 0.2187632173, other_time: 4.1924743652
epoch time: 15.4818172455s, input_fired_time: 0.3108368814, output_fired_time: 0.0000000000, propagate_forward_time: 14.4217367172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7492437363
validation[          , genome  6847] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       617.10797, best error:       617.10797 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 194.0660247803s, input_fired_time: 2.4687247276, output_fired_time: 2.2949824333, propagate_forward_time: 72.9639129639, propagate_backward_time: 112.1486740112, weight_update_time: 0.2161740214, other_time: 4.1897354126
epoch time: 15.7581796646s, input_fired_time: 0.3098573387, output_fired_time: 0.0000000000, propagate_forward_time: 14.7066774368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7416448593
validation[          , genome  6847] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       624.18109, best error:       617.10797 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 193.5693054199s, input_fired_time: 2.4634497166, output_fired_time: 2.2924103737, propagate_forward_time: 72.7701873779, propagate_backward_time: 111.8472595215, weight_update_time: 0.2198420316, other_time: 4.1959991455
epoch time: 15.6934528351s, input_fired_time: 0.3027374744, output_fired_time: 0.0000000000, propagate_forward_time: 14.6773414612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7133741379
validation[          , genome  6847] predictions:    9770/  10000 (97.70%), best:    9820/10000 (98.20%), error:       757.21484, best error:       617.10797 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 194.1163482666s, input_fired_time: 2.4694488049, output_fired_time: 2.2966823578, propagate_forward_time: 73.0526275635, propagate_backward_time: 112.0886535645, weight_update_time: 0.2180489600, other_time: 4.2089385986
epoch time: 15.7368316650s, input_fired_time: 0.3073720932, output_fired_time: 0.0000000000, propagate_forward_time: 14.6953182220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7341413498
validation[          , genome  6847] predictions:    9762/  10000 (97.62%), best:    9820/10000 (98.20%), error:       706.45807, best error:       617.10797 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 193.7716827393s, input_fired_time: 2.4669821262, output_fired_time: 2.2916212082, propagate_forward_time: 73.0251464844, propagate_backward_time: 111.8091964722, weight_update_time: 0.2172042578, other_time: 4.1787338257
epoch time: 15.5114841461s, input_fired_time: 0.3024056554, output_fired_time: 0.0000000000, propagate_forward_time: 14.4884290695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206497192
validation[          , genome  6847] predictions:    9813/  10000 (98.13%), best:    9820/10000 (98.20%), error:       640.84265, best error:       617.10797 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 194.0976715088s, input_fired_time: 2.4746778011, output_fired_time: 2.2927606106, propagate_forward_time: 73.0712966919, propagate_backward_time: 112.0485992432, weight_update_time: 0.2187310159, other_time: 4.2103500366
epoch time: 15.6132354736s, input_fired_time: 0.3059978783, output_fired_time: 0.0000000000, propagate_forward_time: 14.5831327438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241048813
validation[          , genome  6847] predictions:    9754/  10000 (97.54%), best:    9820/10000 (98.20%), error:       813.18835, best error:       617.10797 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 193.6230316162s, input_fired_time: 2.4732277393, output_fired_time: 2.2957735062, propagate_forward_time: 72.6812744141, propagate_backward_time: 111.9320144653, weight_update_time: 0.2181421369, other_time: 4.2407455444
epoch time: 15.6737279892s, input_fired_time: 0.3068252802, output_fired_time: 0.0000000000, propagate_forward_time: 14.6374406815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7294616699
validation[          , genome  6847] predictions:    9680/  10000 (96.80%), best:    9820/10000 (98.20%), error:      1051.46045, best error:       617.10797 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 193.5001831055s, input_fired_time: 2.4702384472, output_fired_time: 2.2984325886, propagate_forward_time: 72.7093353271, propagate_backward_time: 111.7932128906, weight_update_time: 0.2187724710, other_time: 4.2289581299
epoch time: 15.7366399765s, input_fired_time: 0.3096520603, output_fired_time: 0.0000000000, propagate_forward_time: 14.6860389709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7409486771
validation[          , genome  6847] predictions:    9761/  10000 (97.61%), best:    9820/10000 (98.20%), error:       780.89655, best error:       617.10797 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 193.6438140869s, input_fired_time: 2.4656214714, output_fired_time: 2.2862136364, propagate_forward_time: 72.9500122070, propagate_backward_time: 111.7797622681, weight_update_time: 0.2176890224, other_time: 4.1622085571
epoch time: 15.6374826431s, input_fired_time: 0.3036641777, output_fired_time: 0.0000000000, propagate_forward_time: 14.6126403809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7211780548
validation[          , genome  6847] predictions:    9817/  10000 (98.17%), best:    9820/10000 (98.20%), error:       634.47925, best error:       617.10797 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 192.4587402344s, input_fired_time: 2.4580314159, output_fired_time: 2.2761907578, propagate_forward_time: 72.3480148315, propagate_backward_time: 111.2172546387, weight_update_time: 0.2156426311, other_time: 4.1592483521
epoch time: 15.6044960022s, input_fired_time: 0.3071421385, output_fired_time: 0.0000000000, propagate_forward_time: 14.5523519516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450017929
validation[          , genome  6847] predictions:    9661/  10000 (96.61%), best:    9820/10000 (98.20%), error:      1051.84558, best error:       617.10797 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 193.9825744629s, input_fired_time: 2.4531810284, output_fired_time: 2.2881999016, propagate_forward_time: 72.9860458374, propagate_backward_time: 112.0891647339, weight_update_time: 0.2155504078, other_time: 4.1659851074
epoch time: 15.7335195541s, input_fired_time: 0.3063127697, output_fired_time: 0.0000000000, propagate_forward_time: 14.6867218018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7404851913
validation[          , genome  6847] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       787.75037, best error:       617.10797 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 192.1359558105s, input_fired_time: 2.4492764473, output_fired_time: 2.2722210884, propagate_forward_time: 72.2188568115, propagate_backward_time: 111.0451354980, weight_update_time: 0.2153835446, other_time: 4.1504669189
epoch time: 15.6206722260s, input_fired_time: 0.3013253510, output_fired_time: 0.0000000000, propagate_forward_time: 14.6174287796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7019176483
validation[          , genome  6847] predictions:    9770/  10000 (97.70%), best:    9820/10000 (98.20%), error:       741.94781, best error:       617.10797 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 193.6590881348s, input_fired_time: 2.4634172916, output_fired_time: 2.2912054062, propagate_forward_time: 72.8959197998, propagate_backward_time: 111.8535003662, weight_update_time: 0.2162114382, other_time: 4.1550445557
epoch time: 15.5607337952s, input_fired_time: 0.3035443723, output_fired_time: 0.0000000000, propagate_forward_time: 14.5425710678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7146186829
validation[          , genome  6847] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       654.33765, best error:       617.10797 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 192.7371826172s, input_fired_time: 2.4532656670, output_fired_time: 2.2748243809, propagate_forward_time: 72.4606781006, propagate_backward_time: 111.3931579590, weight_update_time: 0.2142760754, other_time: 4.1552581787
epoch time: 15.8285245895s, input_fired_time: 0.3131842911, output_fired_time: 0.0000000000, propagate_forward_time: 14.7642221451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7511177063
validation[          , genome  6847] predictions:    9802/  10000 (98.02%), best:    9820/10000 (98.20%), error:       629.60876, best error:       617.10797 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 194.1762390137s, input_fired_time: 2.4698841572, output_fired_time: 2.2922506332, propagate_forward_time: 73.1111907959, propagate_backward_time: 112.1170654297, weight_update_time: 0.2173695266, other_time: 4.1858520508
epoch time: 15.4374256134s, input_fired_time: 0.3007012010, output_fired_time: 0.0000000000, propagate_forward_time: 14.4183826447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7183418274
validation[          , genome  6847] predictions:    9779/  10000 (97.79%), best:    9820/10000 (98.20%), error:       702.87396, best error:       617.10797 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 193.1065521240s, input_fired_time: 2.4632127285, output_fired_time: 2.2814409733, propagate_forward_time: 72.7426376343, propagate_backward_time: 111.4679031372, weight_update_time: 0.2156584710, other_time: 4.1513519287
epoch time: 15.6400957108s, input_fired_time: 0.3060234785, output_fired_time: 0.0000000000, propagate_forward_time: 14.5995016098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7345705032
validation[          , genome  6847] predictions:    9810/  10000 (98.10%), best:    9820/10000 (98.20%), error:       650.48035, best error:       617.10797 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 193.6826477051s, input_fired_time: 2.4701743126, output_fired_time: 2.2855722904, propagate_forward_time: 72.8774642944, propagate_backward_time: 111.8879394531, weight_update_time: 0.2158110291, other_time: 4.1615066528
epoch time: 15.7373933792s, input_fired_time: 0.3048207462, output_fired_time: 0.0000000000, propagate_forward_time: 14.7146968842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178754807
validation[          , genome  6847] predictions:    9634/  10000 (96.34%), best:    9820/10000 (98.20%), error:      1141.58008, best error:       617.10797 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 193.7505340576s, input_fired_time: 2.4712333679, output_fired_time: 2.2930662632, propagate_forward_time: 72.7128524780, propagate_backward_time: 112.0852050781, weight_update_time: 0.2161115557, other_time: 4.1881790161
epoch time: 15.6424932480s, input_fired_time: 0.3065795302, output_fired_time: 0.0000000000, propagate_forward_time: 14.6077280045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281856537
validation[          , genome  6847] predictions:    9803/  10000 (98.03%), best:    9820/10000 (98.20%), error:       655.80988, best error:       617.10797 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 194.2318420410s, input_fired_time: 2.4827909470, output_fired_time: 2.2964446545, propagate_forward_time: 73.1344680786, propagate_backward_time: 112.1068344116, weight_update_time: 0.2180346400, other_time: 4.2113037109
epoch time: 15.4809560776s, input_fired_time: 0.3011153936, output_fired_time: 0.0000000000, propagate_forward_time: 14.4671211243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7127199173
validation[          , genome  6847] predictions:    9794/  10000 (97.94%), best:    9820/10000 (98.20%), error:       669.47528, best error:       617.10797 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 193.8196411133s, input_fired_time: 2.4721529484, output_fired_time: 2.2948787212, propagate_forward_time: 72.8200836182, propagate_backward_time: 112.0624923706, weight_update_time: 0.2174929976, other_time: 4.1700363159
epoch time: 15.6573448181s, input_fired_time: 0.3110426068, output_fired_time: 0.0000000000, propagate_forward_time: 14.6113595963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349424362
validation[          , genome  6847] predictions:    9789/  10000 (97.89%), best:    9820/10000 (98.20%), error:       707.85590, best error:       617.10797 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 193.2768554688s, input_fired_time: 2.4708034992, output_fired_time: 2.2872998714, propagate_forward_time: 72.8024368286, propagate_backward_time: 111.5321197510, weight_update_time: 0.2154843658, other_time: 4.1841964722
epoch time: 15.7570915222s, input_fired_time: 0.3098916411, output_fired_time: 0.0000000000, propagate_forward_time: 14.7019386292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452611923
validation[          , genome  6847] predictions:    9813/  10000 (98.13%), best:    9820/10000 (98.20%), error:       628.83209, best error:       617.10797 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 193.5271911621s, input_fired_time: 2.4653296471, output_fired_time: 2.2924325466, propagate_forward_time: 72.8530883789, propagate_backward_time: 111.7633361816, weight_update_time: 0.2147681117, other_time: 4.1529998779
epoch time: 15.6814498901s, input_fired_time: 0.3110231757, output_fired_time: 0.0000000000, propagate_forward_time: 14.6349906921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7354364395
validation[          , genome  6847] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       662.94403, best error:       617.10797 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 193.7333526611s, input_fired_time: 2.4636344910, output_fired_time: 2.2883687019, propagate_forward_time: 72.7838516235, propagate_backward_time: 112.0551834106, weight_update_time: 0.2155028284, other_time: 4.1423034668
epoch time: 15.5818719864s, input_fired_time: 0.3098261058, output_fired_time: 0.0000000000, propagate_forward_time: 14.5321149826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7399311066
validation[          , genome  6847] predictions:    9763/  10000 (97.63%), best:    9820/10000 (98.20%), error:       762.53326, best error:       617.10797 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 194.7698974609s, input_fired_time: 2.4771413803, output_fired_time: 2.2985391617, propagate_forward_time: 73.3748168945, propagate_backward_time: 112.4573974609, weight_update_time: 0.2180678844, other_time: 4.1620025635
epoch time: 15.6941108704s, input_fired_time: 0.3082445860, output_fired_time: 0.0000000000, propagate_forward_time: 14.6541643143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317018509
validation[          , genome  6847] predictions:    9811/  10000 (98.11%), best:    9820/10000 (98.20%), error:       653.43512, best error:       617.10797 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 193.9518890381s, input_fired_time: 2.4672517776, output_fired_time: 2.2891547680, propagate_forward_time: 73.0496139526, propagate_backward_time: 112.0250778198, weight_update_time: 0.2134589404, other_time: 4.1207885742
epoch time: 15.6660633087s, input_fired_time: 0.3103969395, output_fired_time: 0.0000000000, propagate_forward_time: 14.6244096756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7312564850
validation[          , genome  6847] predictions:    9759/  10000 (97.59%), best:    9820/10000 (98.20%), error:       778.89905, best error:       617.10797 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 192.6386413574s, input_fired_time: 2.4492032528, output_fired_time: 2.2666175365, propagate_forward_time: 72.4177017212, propagate_backward_time: 111.4072952271, weight_update_time: 0.2132894397, other_time: 4.0978240967
epoch time: 15.5193595886s, input_fired_time: 0.3021455705, output_fired_time: 0.0000000000, propagate_forward_time: 14.4994621277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177515030
validation[          , genome  6847] predictions:    9752/  10000 (97.52%), best:    9820/10000 (98.20%), error:       820.24921, best error:       617.10797 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 193.8210296631s, input_fired_time: 2.4583759308, output_fired_time: 2.2893621922, propagate_forward_time: 73.0144882202, propagate_backward_time: 111.9098205566, weight_update_time: 0.2150533348, other_time: 4.1489791870
epoch time: 15.4986791611s, input_fired_time: 0.3012838662, output_fired_time: 0.0000000000, propagate_forward_time: 14.4924898148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7049055099
validation[          , genome  6847] predictions:    9774/  10000 (97.74%), best:    9820/10000 (98.20%), error:       736.34900, best error:       617.10797 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 194.2658996582s, input_fired_time: 2.4531040192, output_fired_time: 2.2837805748, propagate_forward_time: 73.1953125000, propagate_backward_time: 112.2254562378, weight_update_time: 0.2144854814, other_time: 4.1082382202
epoch time: 15.5539903641s, input_fired_time: 0.3020057976, output_fired_time: 0.0000000000, propagate_forward_time: 14.5430049896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089796066
validation[          , genome  6847] predictions:    9744/  10000 (97.44%), best:    9820/10000 (98.20%), error:       852.21051, best error:       617.10797 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 193.0063476563s, input_fired_time: 2.4369876385, output_fired_time: 2.2677829266, propagate_forward_time: 72.6454467773, propagate_backward_time: 111.6248779297, weight_update_time: 0.2103500664, other_time: 4.0312652588
epoch time: 15.6122341156s, input_fired_time: 0.3028491437, output_fired_time: 0.0000000000, propagate_forward_time: 14.5798873901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7294979095
validation[          , genome  6847] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       714.60718, best error:       617.10797 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 192.9998779297s, input_fired_time: 2.4453375340, output_fired_time: 2.2766017914, propagate_forward_time: 72.5289077759, propagate_backward_time: 111.6733779907, weight_update_time: 0.2118204981, other_time: 4.0756530762
epoch time: 15.7615451813s, input_fired_time: 0.3062478006, output_fired_time: 0.0000000000, propagate_forward_time: 14.7238378525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7314596176
validation[          , genome  6847] predictions:    9628/  10000 (96.28%), best:    9820/10000 (98.20%), error:      1184.75781, best error:       617.10797 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 191.3517303467s, input_fired_time: 2.4378550053, output_fired_time: 2.2463345528, propagate_forward_time: 72.0850143433, propagate_backward_time: 110.5228805542, weight_update_time: 0.2116561532, other_time: 4.0596466064
epoch time: 15.5840425491s, input_fired_time: 0.3067975938, output_fired_time: 0.0000000000, propagate_forward_time: 14.5523033142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7249412537
validation[          , genome  6847] predictions:    9803/  10000 (98.03%), best:    9820/10000 (98.20%), error:       654.39099, best error:       617.10797 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 193.9072113037s, input_fired_time: 2.4701039791, output_fired_time: 2.2819576263, propagate_forward_time: 72.9592285156, propagate_backward_time: 112.0865020752, weight_update_time: 0.2141470462, other_time: 4.1094207764
epoch time: 15.6643390656s, input_fired_time: 0.3087196648, output_fired_time: 0.0000000000, propagate_forward_time: 14.6301622391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7254571915
validation[          , genome  6847] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       671.17206, best error:       617.10797 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 193.9507141113s, input_fired_time: 2.4666948318, output_fired_time: 2.2778694630, propagate_forward_time: 72.9780426025, propagate_backward_time: 112.1326446533, weight_update_time: 0.2129966021, other_time: 4.0954742432
epoch time: 15.3067598343s, input_fired_time: 0.3022407889, output_fired_time: 0.0000000000, propagate_forward_time: 14.3065519333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979675293
validation[          , genome  6847] predictions:    9780/  10000 (97.80%), best:    9820/10000 (98.20%), error:       720.04053, best error:       617.10797 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 193.2619781494s, input_fired_time: 2.4635326862, output_fired_time: 2.2680859566, propagate_forward_time: 72.8409500122, propagate_backward_time: 111.6077575684, weight_update_time: 0.2121211141, other_time: 4.0816574097
epoch time: 15.6430282593s, input_fired_time: 0.3041464984, output_fired_time: 0.0000000000, propagate_forward_time: 14.6328163147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060651779
validation[          , genome  6847] predictions:    9784/  10000 (97.84%), best:    9820/10000 (98.20%), error:       691.80688, best error:       617.10797 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 193.6297149658s, input_fired_time: 2.4588723183, output_fired_time: 2.2783093452, propagate_forward_time: 72.6926422119, propagate_backward_time: 112.1202926636, weight_update_time: 0.2129709870, other_time: 4.0795974731
epoch time: 15.5331707001s, input_fired_time: 0.3063619733, output_fired_time: 0.0000000000, propagate_forward_time: 14.5116462708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7151622772
validation[          , genome  6847] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       701.70776, best error:       617.10797 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 192.7828063965s, input_fired_time: 2.4532642365, output_fired_time: 2.2663533688, propagate_forward_time: 72.5636291504, propagate_backward_time: 111.4698867798, weight_update_time: 0.2099261582, other_time: 4.0296707153
epoch time: 14.7044029236s, input_fired_time: 0.2907488942, output_fired_time: 0.0000000000, propagate_forward_time: 13.7350397110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786146164
validation[          , genome  6847] predictions:    9765/  10000 (97.65%), best:    9820/10000 (98.20%), error:       769.82294, best error:       617.10797 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 194.1695251465s, input_fired_time: 2.4705960751, output_fired_time: 2.2845261097, propagate_forward_time: 73.1586380005, propagate_backward_time: 112.1429824829, weight_update_time: 0.2132817805, other_time: 4.1127777100
epoch time: 15.6741895676s, input_fired_time: 0.3092839122, output_fired_time: 0.0000000000, propagate_forward_time: 14.6400384903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7248668671
validation[          , genome  6847] predictions:    9794/  10000 (97.94%), best:    9820/10000 (98.20%), error:       674.35229, best error:       617.10797 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 193.2147216797s, input_fired_time: 2.4602940083, output_fired_time: 2.2770409584, propagate_forward_time: 72.7527847290, propagate_backward_time: 111.6631927490, weight_update_time: 0.2101688087, other_time: 4.0614089966
epoch time: 15.4291315079s, input_fired_time: 0.3038152456, output_fired_time: 0.0000000000, propagate_forward_time: 14.3989934921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7263231277
validation[          , genome  6847] predictions:    9793/  10000 (97.93%), best:    9820/10000 (98.20%), error:       696.34326, best error:       617.10797 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 193.4731292725s, input_fired_time: 2.4637539387, output_fired_time: 2.2764625549, propagate_forward_time: 72.6708602905, propagate_backward_time: 111.9767837524, weight_update_time: 0.2113587111, other_time: 4.0852661133
epoch time: 15.5570850372s, input_fired_time: 0.3027154207, output_fired_time: 0.0000000000, propagate_forward_time: 14.5515193939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7028503418
validation[          , genome  6847] predictions:    9808/  10000 (98.08%), best:    9820/10000 (98.20%), error:       635.85608, best error:       617.10797 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 193.2959899902s, input_fired_time: 2.4614779949, output_fired_time: 2.2686667442, propagate_forward_time: 72.7549591064, propagate_backward_time: 111.7406005859, weight_update_time: 0.2120340317, other_time: 4.0702972412
epoch time: 15.6902637482s, input_fired_time: 0.3071263731, output_fired_time: 0.0000000000, propagate_forward_time: 14.6688642502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142734528
validation[          , genome  6847] predictions:    9801/  10000 (98.01%), best:    9820/10000 (98.20%), error:       636.20953, best error:       617.10797 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 192.2066802979s, input_fired_time: 2.4586572647, output_fired_time: 2.2710549831, propagate_forward_time: 72.3980102539, propagate_backward_time: 111.0052719116, weight_update_time: 0.2104581147, other_time: 4.0736770630
epoch time: 14.8568811417s, input_fired_time: 0.2963455915, output_fired_time: 0.0000000000, propagate_forward_time: 13.8571462631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7033891678
validation[          , genome  6847] predictions:    9784/  10000 (97.84%), best:    9820/10000 (98.20%), error:       687.91846, best error:       617.10797 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 193.8833465576s, input_fired_time: 2.4608502388, output_fired_time: 2.2834227085, propagate_forward_time: 73.0664291382, propagate_backward_time: 112.0015106201, weight_update_time: 0.2118543386, other_time: 4.0711441040
epoch time: 15.7694625854s, input_fired_time: 0.3083361387, output_fired_time: 0.0000000000, propagate_forward_time: 14.7453565598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7157697678
validation[          , genome  6847] predictions:    9786/  10000 (97.86%), best:    9820/10000 (98.20%), error:       713.32288, best error:       617.10797 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 194.5739593506s, input_fired_time: 2.4738032818, output_fired_time: 2.2962296009, propagate_forward_time: 73.3997039795, propagate_backward_time: 112.2940826416, weight_update_time: 0.2133759260, other_time: 4.1101379395
epoch time: 15.5179843903s, input_fired_time: 0.3070315719, output_fired_time: 0.0000000000, propagate_forward_time: 14.4909267426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200260162
validation[          , genome  6847] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       691.48145, best error:       617.10797 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 193.7850341797s, input_fired_time: 2.4647164345, output_fired_time: 2.2880403996, propagate_forward_time: 72.8553085327, propagate_backward_time: 112.0733871460, weight_update_time: 0.2124677002, other_time: 4.1035766602
epoch time: 15.6383514404s, input_fired_time: 0.3072594404, output_fired_time: 0.0000000000, propagate_forward_time: 14.6110200882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200717926
validation[          , genome  6847] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       706.98950, best error:       617.10797 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 191.4302062988s, input_fired_time: 2.4489073753, output_fired_time: 2.2641894817, propagate_forward_time: 71.8805465698, propagate_backward_time: 110.7593154907, weight_update_time: 0.2120514214, other_time: 4.0772399902
epoch time: 15.6188297272s, input_fired_time: 0.3049492836, output_fired_time: 0.0000000000, propagate_forward_time: 14.6050863266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7087945938
validation[          , genome  6847] predictions:    9785/  10000 (97.85%), best:    9820/10000 (98.20%), error:       725.52557, best error:       617.10797 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 192.8124694824s, input_fired_time: 2.4690985680, output_fired_time: 2.2823610306, propagate_forward_time: 72.5700225830, propagate_backward_time: 111.3472442627, weight_update_time: 0.2143160403, other_time: 4.1437377930
epoch time: 15.5019321442s, input_fired_time: 0.3045079112, output_fired_time: 0.0000000000, propagate_forward_time: 14.4774312973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7199926376
validation[          , genome  6847] predictions:    9757/  10000 (97.57%), best:    9820/10000 (98.20%), error:       781.37952, best error:       617.10797 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 193.8048858643s, input_fired_time: 2.4727635384, output_fired_time: 2.2846641541, propagate_forward_time: 72.8133163452, propagate_backward_time: 112.0778961182, weight_update_time: 0.2153379470, other_time: 4.1562423706
epoch time: 15.6456384659s, input_fired_time: 0.3101793826, output_fired_time: 0.0000000000, propagate_forward_time: 14.6052818298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7301769257
validation[          , genome  6847] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       681.66486, best error:       617.10797 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 194.0187072754s, input_fired_time: 2.4802322388, output_fired_time: 2.2914798260, propagate_forward_time: 73.0692443848, propagate_backward_time: 112.0154342651, weight_update_time: 0.2158069462, other_time: 4.1623306274
epoch time: 15.6650276184s, input_fired_time: 0.3091963530, output_fired_time: 0.0000000000, propagate_forward_time: 14.6220130920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338180542
validation[          , genome  6847] predictions:    9765/  10000 (97.65%), best:    9820/10000 (98.20%), error:       720.23474, best error:       617.10797 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 193.6441497803s, input_fired_time: 2.4814586639, output_fired_time: 2.2840323448, propagate_forward_time: 73.0651245117, propagate_backward_time: 111.6819610596, weight_update_time: 0.2142990679, other_time: 4.1315765381
epoch time: 15.5438652039s, input_fired_time: 0.3061176836, output_fired_time: 0.0000000000, propagate_forward_time: 14.5264453888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113018036
validation[          , genome  6847] predictions:    9748/  10000 (97.48%), best:    9820/10000 (98.20%), error:       823.65515, best error:       617.10797 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 193.2509613037s, input_fired_time: 2.4703207016, output_fired_time: 2.2870376110, propagate_forward_time: 72.6578598022, propagate_backward_time: 111.7104110718, weight_update_time: 0.2145141512, other_time: 4.1253356934
epoch time: 15.5203762054s, input_fired_time: 0.3079920709, output_fired_time: 0.0000000000, propagate_forward_time: 14.4803209305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7320632935
validation[          , genome  6847] predictions:    9760/  10000 (97.60%), best:    9820/10000 (98.20%), error:       785.02209, best error:       617.10797 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 194.0482482910s, input_fired_time: 2.4831035137, output_fired_time: 2.2882165909, propagate_forward_time: 73.0210800171, propagate_backward_time: 112.0934066772, weight_update_time: 0.2168115228, other_time: 4.1624298096
epoch time: 15.7395906448s, input_fired_time: 0.3127777874, output_fired_time: 0.0000000000, propagate_forward_time: 14.6839847565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428283691
validation[          , genome  6847] predictions:    9762/  10000 (97.62%), best:    9820/10000 (98.20%), error:       752.76178, best error:       617.10797 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 193.8598327637s, input_fired_time: 2.4661023617, output_fired_time: 2.2844915390, propagate_forward_time: 73.0472183228, propagate_backward_time: 111.9684143066, weight_update_time: 0.2134573907, other_time: 4.0936203003
epoch time: 15.6759290695s, input_fired_time: 0.3111546934, output_fired_time: 0.0000000000, propagate_forward_time: 14.6360483170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7287263870
validation[          , genome  6847] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       700.96161, best error:       617.10797 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 193.2533874512s, input_fired_time: 2.4724180698, output_fired_time: 2.2777762413, propagate_forward_time: 72.7017898560, propagate_backward_time: 111.6395874023, weight_update_time: 0.2152099758, other_time: 4.1618270874
epoch time: 15.3486824036s, input_fired_time: 0.3057889640, output_fired_time: 0.0000000000, propagate_forward_time: 14.3286533356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142400742
validation[          , genome  6847] predictions:    9764/  10000 (97.64%), best:    9820/10000 (98.20%), error:       784.45831, best error:       617.10797 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 193.6454315186s, input_fired_time: 2.4813299179, output_fired_time: 2.2927014828, propagate_forward_time: 72.7893981934, propagate_backward_time: 111.8964157104, weight_update_time: 0.2173495442, other_time: 4.1856002808
epoch time: 15.6014747620s, input_fired_time: 0.3108138442, output_fired_time: 0.0000000000, propagate_forward_time: 14.5618495941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7288112640
validation[          , genome  6847] predictions:    9801/  10000 (98.01%), best:    9820/10000 (98.20%), error:       702.37054, best error:       617.10797 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 193.4154815674s, input_fired_time: 2.4315459728, output_fired_time: 2.2707095146, propagate_forward_time: 72.9343719482, propagate_backward_time: 111.9831695557, weight_update_time: 0.1990855038, other_time: 3.7956848145
epoch time: 15.6086339951s, input_fired_time: 0.2992384434, output_fired_time: 0.0000000000, propagate_forward_time: 14.6303262711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790695190
validation[          , genome  6847] predictions:    9753/  10000 (97.53%), best:    9820/10000 (98.20%), error:       745.28168, best error:       617.10797 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 192.5480804443s, input_fired_time: 2.4154627323, output_fired_time: 2.2482511997, propagate_forward_time: 72.6605072021, propagate_backward_time: 111.4613723755, weight_update_time: 0.1972387284, other_time: 3.7624893188
epoch time: 15.5499486923s, input_fired_time: 0.2988677323, output_fired_time: 0.0000000000, propagate_forward_time: 14.5805873871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6704931259
validation[          , genome  6847] predictions:    9809/  10000 (98.09%), best:    9820/10000 (98.20%), error:       619.95923, best error:       617.10797 on epoch:    44, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 192.6037902832s, input_fired_time: 2.4191815853, output_fired_time: 2.2490279675, propagate_forward_time: 72.7444000244, propagate_backward_time: 111.4282073975, weight_update_time: 0.1980159432, other_time: 3.7629852295
epoch time: 15.5429210663s, input_fired_time: 0.2987633049, output_fired_time: 0.0000000000, propagate_forward_time: 14.5859251022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582326889
validation[          , genome  6847] predictions:    9801/  10000 (98.01%), best:    9820/10000 (98.20%), error:       656.10840, best error:       617.10797 on epoch:    44, 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: 78.0828857422s, input_fired_time: 1.4809221029, output_fired_time: 0.0000000000, propagate_forward_time: 73.1325607300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4694061279
best training[          , genome  6847] predictions:   49607/  50000 (99.21%), best:    9820/10000 (98.20%), error:      1424.30908, best error:       617.10797 on epoch:    44, 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: 15.6745681763s, input_fired_time: 0.2960368693, output_fired_time: 0.0000000000, propagate_forward_time: 14.6984825134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6800489426
   testing[          , genome  6847] predictions:    9824/  10000 (98.24%), best:    9820/10000 (98.20%), error:       590.89099, best error:       617.10797 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:07:14 (5244): called boinc_finish(0)

</stderr_txt>
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