Nameexact_genome_1512568488_42_1861_0
Workunit2580538
Created6 Dec 2017, 21:00:40 UTC
Sent6 Dec 2017, 21:04:22 UTC
Report deadline9 Dec 2017, 17:58:33 UTC
Received6 Dec 2017, 22:52:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 47 min 25 sec
CPU time1 hours 47 min 18 sec
Validate stateValid
Credit717.74
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.08 MB
Peak swap size150.85 MB
Peak disk usage1.11 MB

Stderr output

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

epoch time: 58.8265762329s, input_fired_time: 0.2757868767, output_fired_time: 0.1962194592, propagate_forward_time: 26.4305591583, propagate_backward_time: 29.9621181488, weight_update_time: 0.1022699103, other_time: 1.9618911743
epoch time: 5.6725187302s, input_fired_time: 0.0315486342, output_fired_time: 0.0000000000, propagate_forward_time: 5.2869267464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540434837
validation[          , genome  1861] predictions:    9343/  10000 (93.43%), best:    9343/10000 (93.43%), error:      2221.07739, best error:      2221.07739 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 58.4596214294s, input_fired_time: 0.2701041698, output_fired_time: 0.1879771799, propagate_forward_time: 26.3860759735, propagate_backward_time: 29.6756248474, weight_update_time: 0.1008846834, other_time: 1.9398403168
epoch time: 5.6707320213s, input_fired_time: 0.0315755270, output_fired_time: 0.0000000000, propagate_forward_time: 5.2871971130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519592285
validation[          , genome  1861] predictions:    9335/  10000 (93.35%), best:    9343/10000 (93.43%), error:      2352.58472, best error:      2221.07739 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 58.8034706116s, input_fired_time: 0.2735315859, output_fired_time: 0.1944731623, propagate_forward_time: 26.4188537598, propagate_backward_time: 29.9632778168, weight_update_time: 0.1017503068, other_time: 1.9533329010
epoch time: 5.6731548309s, input_fired_time: 0.0314988494, output_fired_time: 0.0000000000, propagate_forward_time: 5.2877330780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539228439
validation[          , genome  1861] predictions:    9346/  10000 (93.46%), best:    9343/10000 (93.43%), error:      2303.03125, best error:      2221.07739 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.7969741821s, input_fired_time: 0.2738687992, output_fired_time: 0.1948447227, propagate_forward_time: 26.4236545563, propagate_backward_time: 29.9635372162, weight_update_time: 0.1009291038, other_time: 1.9410705566
epoch time: 5.6688265800s, input_fired_time: 0.0312937386, output_fired_time: 0.0000000000, propagate_forward_time: 5.2851109505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524217606
validation[          , genome  1861] predictions:    9345/  10000 (93.45%), best:    9343/10000 (93.43%), error:      2270.13208, best error:      2221.07739 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.5575981140s, input_fired_time: 0.2696705163, output_fired_time: 0.1887291670, propagate_forward_time: 25.4376792908, propagate_backward_time: 28.7849922180, weight_update_time: 0.0978259966, other_time: 1.8765258789
epoch time: 5.6308164597s, input_fired_time: 0.0319742113, output_fired_time: 0.0000000000, propagate_forward_time: 5.2468943596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519477844
validation[          , genome  1861] predictions:    9358/  10000 (93.58%), best:    9343/10000 (93.43%), error:      2257.72632, best error:      2221.07739 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.3326148987s, input_fired_time: 0.2743789256, output_fired_time: 0.1930353940, propagate_forward_time: 26.2121887207, propagate_backward_time: 29.7063179016, weight_update_time: 0.1005475596, other_time: 1.9466934204
epoch time: 5.6546573639s, input_fired_time: 0.0314826258, output_fired_time: 0.0000000000, propagate_forward_time: 5.2665181160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566565514
validation[          , genome  1861] predictions:    9371/  10000 (93.71%), best:    9371/10000 (93.71%), error:      2214.79785, best error:      2214.79785 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.4981727600s, input_fired_time: 0.2724598646, output_fired_time: 0.1882185340, propagate_forward_time: 25.4002208710, propagate_backward_time: 28.7081890106, weight_update_time: 0.0980455577, other_time: 1.9290847778
epoch time: 5.5498785973s, input_fired_time: 0.0312911533, output_fired_time: 0.0000000000, propagate_forward_time: 5.1680932045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504943848
validation[          , genome  1861] predictions:    9391/  10000 (93.91%), best:    9391/10000 (93.91%), error:      2183.63403, best error:      2183.63403 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.6090087891s, input_fired_time: 0.2751375437, output_fired_time: 0.1939675361, propagate_forward_time: 26.3226966858, propagate_backward_time: 29.8588027954, weight_update_time: 0.1019828171, other_time: 1.9584045410
epoch time: 5.6505184174s, input_fired_time: 0.0316038877, output_fired_time: 0.0000000000, propagate_forward_time: 5.2681026459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508119583
validation[          , genome  1861] predictions:    9374/  10000 (93.74%), best:    9374/10000 (93.74%), error:      2175.76831, best error:      2175.76831 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 58.5944137573s, input_fired_time: 0.2736618519, output_fired_time: 0.1948394775, propagate_forward_time: 26.3227653503, propagate_backward_time: 29.8530635834, weight_update_time: 0.1014408693, other_time: 1.9500827789
epoch time: 5.6444334984s, input_fired_time: 0.0320058763, output_fired_time: 0.0000000000, propagate_forward_time: 5.2625298500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498978615
validation[          , genome  1861] predictions:    9322/  10000 (93.22%), best:    9374/10000 (93.74%), error:      2303.25732, best error:      2175.76831 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.5080299377s, input_fired_time: 0.2744196653, output_fired_time: 0.1944221556, propagate_forward_time: 26.2862396240, propagate_backward_time: 29.7982959747, weight_update_time: 0.1015261635, other_time: 1.9546527863
epoch time: 5.6503639221s, input_fired_time: 0.0316082090, output_fired_time: 0.0000000000, propagate_forward_time: 5.2631149292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556408882
validation[          , genome  1861] predictions:    9416/  10000 (94.16%), best:    9416/10000 (94.16%), error:      2068.40918, best error:      2068.40918 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 58.3665275574s, input_fired_time: 0.2747577727, output_fired_time: 0.1941618025, propagate_forward_time: 26.2308177948, propagate_backward_time: 29.7214336395, weight_update_time: 0.1012779400, other_time: 1.9453582764
epoch time: 5.6289944649s, input_fired_time: 0.0316859707, output_fired_time: 0.0000000000, propagate_forward_time: 5.2456474304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516612053
validation[          , genome  1861] predictions:    9391/  10000 (93.91%), best:    9416/10000 (94.16%), error:      2213.67065, best error:      2068.40918 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 58.4454765320s, input_fired_time: 0.2743999660, output_fired_time: 0.1940758824, propagate_forward_time: 26.2496223450, propagate_backward_time: 29.7796630859, weight_update_time: 0.1011973023, other_time: 1.9477157593
epoch time: 5.6314802170s, input_fired_time: 0.0321184434, output_fired_time: 0.0000000000, propagate_forward_time: 5.2448544502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545074463
validation[          , genome  1861] predictions:    9356/  10000 (93.56%), best:    9416/10000 (94.16%), error:      2228.20508, best error:      2068.40918 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.4834480286s, input_fired_time: 0.2748920619, output_fired_time: 0.1941454113, propagate_forward_time: 26.2672786713, propagate_backward_time: 29.7947406769, weight_update_time: 0.1014580578, other_time: 1.9523925781
epoch time: 5.6366815567s, input_fired_time: 0.0330060795, output_fired_time: 0.0000000000, propagate_forward_time: 5.2525820732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510932922
validation[          , genome  1861] predictions:    9371/  10000 (93.71%), best:    9416/10000 (94.16%), error:      2183.61401, best error:      2068.40918 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 58.5285034180s, input_fired_time: 0.2740750313, output_fired_time: 0.1914532632, propagate_forward_time: 26.3271121979, propagate_backward_time: 29.7846107483, weight_update_time: 0.1013938934, other_time: 1.9512538910
epoch time: 5.6604800224s, input_fired_time: 0.0322588496, output_fired_time: 0.0000000000, propagate_forward_time: 5.2751960754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530249596
validation[          , genome  1861] predictions:    9386/  10000 (93.86%), best:    9416/10000 (94.16%), error:      2143.87280, best error:      2068.40918 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 58.6176452637s, input_fired_time: 0.2749602795, output_fired_time: 0.1926892400, propagate_forward_time: 26.3250961304, propagate_backward_time: 29.8758087158, weight_update_time: 0.1012537852, other_time: 1.9490928650
epoch time: 5.6536183357s, input_fired_time: 0.0321330056, output_fired_time: 0.0000000000, propagate_forward_time: 5.2697544098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517308235
validation[          , genome  1861] predictions:    9363/  10000 (93.63%), best:    9416/10000 (94.16%), error:      2191.67065, best error:      2068.40918 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.7263870239s, input_fired_time: 0.2772070467, output_fired_time: 0.1931880414, propagate_forward_time: 26.3637657166, propagate_backward_time: 29.9190692902, weight_update_time: 0.1023787558, other_time: 1.9731578827
epoch time: 5.6549010277s, input_fired_time: 0.0320889279, output_fired_time: 0.0000000000, propagate_forward_time: 5.2719116211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509006500
validation[          , genome  1861] predictions:    9329/  10000 (93.29%), best:    9416/10000 (94.16%), error:      2272.01367, best error:      2068.40918 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 58.6020469666s, input_fired_time: 0.2732416987, output_fired_time: 0.1921773553, propagate_forward_time: 26.3226966858, propagate_backward_time: 29.8638992310, weight_update_time: 0.1013111249, other_time: 1.9500312805
epoch time: 5.6373677254s, input_fired_time: 0.0322246961, output_fired_time: 0.0000000000, propagate_forward_time: 5.2524366379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527064323
validation[          , genome  1861] predictions:    9390/  10000 (93.90%), best:    9416/10000 (94.16%), error:      2127.23584, best error:      2068.40918 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 58.6242485046s, input_fired_time: 0.2741367519, output_fired_time: 0.1923082620, propagate_forward_time: 26.3187313080, propagate_backward_time: 29.8755779266, weight_update_time: 0.1019378901, other_time: 1.9634971619
epoch time: 5.6585130692s, input_fired_time: 0.0319394916, output_fired_time: 0.0000000000, propagate_forward_time: 5.2744135857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521599770
validation[          , genome  1861] predictions:    9402/  10000 (94.02%), best:    9416/10000 (94.16%), error:      2089.99536, best error:      2068.40918 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.3689460754s, input_fired_time: 0.2699568868, output_fired_time: 0.1869662404, propagate_forward_time: 25.3135452271, propagate_backward_time: 28.6875514984, weight_update_time: 0.0963619798, other_time: 1.9109249115
epoch time: 5.6419386864s, input_fired_time: 0.0320045762, output_fired_time: 0.0000000000, propagate_forward_time: 5.2570023537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529319763
validation[          , genome  1861] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      2032.08289, best error:      2032.08289 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 58.4858512878s, input_fired_time: 0.2753578722, output_fired_time: 0.1939460337, propagate_forward_time: 26.2880764008, propagate_backward_time: 29.7752323151, weight_update_time: 0.1007568464, other_time: 1.9532394409
epoch time: 5.6496953964s, input_fired_time: 0.0324189700, output_fired_time: 0.0000000000, propagate_forward_time: 5.2622289658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550472260
validation[          , genome  1861] predictions:    9380/  10000 (93.80%), best:    9420/10000 (94.20%), error:      2166.97729, best error:      2032.08289 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 49.7284622192s, input_fired_time: 0.2551626563, output_fired_time: 0.1695082188, propagate_forward_time: 22.2695293427, propagate_backward_time: 25.2177944183, weight_update_time: 0.0882270783, other_time: 1.8164672852
epoch time: 4.9899673462s, input_fired_time: 0.0344361588, output_fired_time: 0.0000000000, propagate_forward_time: 4.6242303848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313007355
validation[          , genome  1861] predictions:    9403/  10000 (94.03%), best:    9420/10000 (94.20%), error:      2110.41748, best error:      2032.08289 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.4780998230s, input_fired_time: 0.2680513263, output_fired_time: 0.1851810366, propagate_forward_time: 24.9119968414, propagate_backward_time: 28.2053527832, weight_update_time: 0.0961759016, other_time: 1.9075183868
epoch time: 5.6680021286s, input_fired_time: 0.0322746895, output_fired_time: 0.0000000000, propagate_forward_time: 5.2807569504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549704552
validation[          , genome  1861] predictions:    9412/  10000 (94.12%), best:    9420/10000 (94.20%), error:      2065.83350, best error:      2032.08289 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 58.4470100403s, input_fired_time: 0.2763367593, output_fired_time: 0.1926493049, propagate_forward_time: 26.2780590057, propagate_backward_time: 29.7451419830, weight_update_time: 0.1009152904, other_time: 1.9548225403
epoch time: 5.6480984688s, input_fired_time: 0.0318270363, output_fired_time: 0.0000000000, propagate_forward_time: 5.2624053955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538661003
validation[          , genome  1861] predictions:    9422/  10000 (94.22%), best:    9420/10000 (94.20%), error:      2071.41699, best error:      2032.08289 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.3702392578s, input_fired_time: 0.2731477022, output_fired_time: 0.1886710972, propagate_forward_time: 26.3088626862, propagate_backward_time: 29.6540470123, weight_update_time: 0.1007996649, other_time: 1.9455108643
epoch time: 5.6556820869s, input_fired_time: 0.0319400281, output_fired_time: 0.0000000000, propagate_forward_time: 5.2745027542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492393494
validation[          , genome  1861] predictions:    9393/  10000 (93.93%), best:    9420/10000 (94.20%), error:      2051.69946, best error:      2032.08289 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.1198120117s, input_fired_time: 0.2733320296, output_fired_time: 0.1906013638, propagate_forward_time: 25.6440734863, propagate_backward_time: 29.0750789642, weight_update_time: 0.0986464471, other_time: 1.9367275238
epoch time: 5.6636605263s, input_fired_time: 0.0321516767, output_fired_time: 0.0000000000, propagate_forward_time: 5.2737708092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577380180
validation[          , genome  1861] predictions:    9386/  10000 (93.86%), best:    9420/10000 (94.20%), error:      2109.61401, best error:      2032.08289 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 58.3083381653s, input_fired_time: 0.2748956084, output_fired_time: 0.1924377978, propagate_forward_time: 26.1769199371, propagate_backward_time: 29.7063655853, weight_update_time: 0.1013027206, other_time: 1.9577217102
epoch time: 5.6453614235s, input_fired_time: 0.0325089432, output_fired_time: 0.0000000000, propagate_forward_time: 5.2579283714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549242020
validation[          , genome  1861] predictions:    9401/  10000 (94.01%), best:    9420/10000 (94.20%), error:      2122.31396, best error:      2032.08289 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.5931930542s, input_fired_time: 0.2780736089, output_fired_time: 0.1939517260, propagate_forward_time: 26.3181304932, propagate_backward_time: 29.8341159821, weight_update_time: 0.1022005379, other_time: 1.9689235687
epoch time: 5.6337914467s, input_fired_time: 0.0317669474, output_fired_time: 0.0000000000, propagate_forward_time: 5.2476763725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543481827
validation[          , genome  1861] predictions:    9373/  10000 (93.73%), best:    9420/10000 (94.20%), error:      2181.38843, best error:      2032.08289 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.5282783508s, input_fired_time: 0.2768068314, output_fired_time: 0.1931107193, propagate_forward_time: 26.2937164307, propagate_backward_time: 29.8065757751, weight_update_time: 0.1017716154, other_time: 1.9580688477
epoch time: 5.6413612366s, input_fired_time: 0.0326933600, output_fired_time: 0.0000000000, propagate_forward_time: 5.2548837662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537840843
validation[          , genome  1861] predictions:    9170/  10000 (91.70%), best:    9420/10000 (94.20%), error:      2839.22827, best error:      2032.08289 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 58.0301246643s, input_fired_time: 0.2749174535, output_fired_time: 0.1922169477, propagate_forward_time: 26.0578479767, propagate_backward_time: 29.5576801300, weight_update_time: 0.1002488658, other_time: 1.9474601746
epoch time: 5.6587762833s, input_fired_time: 0.0326648168, output_fired_time: 0.0000000000, propagate_forward_time: 5.2717838287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543276787
validation[          , genome  1861] predictions:    9430/  10000 (94.30%), best:    9430/10000 (94.30%), error:      2020.98071, best error:      2020.98071 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.5010032654s, input_fired_time: 0.2759430707, output_fired_time: 0.1931070834, propagate_forward_time: 26.2867660522, propagate_backward_time: 29.7947216034, weight_update_time: 0.1006335691, other_time: 1.9504642487
epoch time: 5.6506257057s, input_fired_time: 0.0323678367, output_fired_time: 0.0000000000, propagate_forward_time: 5.2667093277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515486717
validation[          , genome  1861] predictions:    9321/  10000 (93.21%), best:    9430/10000 (94.30%), error:      2306.64307, best error:      2020.98071 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 58.5638580322s, input_fired_time: 0.2763894498, output_fired_time: 0.1936097443, propagate_forward_time: 26.3375301361, propagate_backward_time: 29.7976779938, weight_update_time: 0.1006431207, other_time: 1.9586486816
epoch time: 5.6507940292s, input_fired_time: 0.0318143740, output_fired_time: 0.0000000000, propagate_forward_time: 5.2654314041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535480499
validation[          , genome  1861] predictions:    9429/  10000 (94.29%), best:    9429/10000 (94.29%), error:      2012.15308, best error:      2012.15308 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.2857208252s, input_fired_time: 0.2714202702, output_fired_time: 0.1873513907, propagate_forward_time: 25.7874164581, propagate_backward_time: 29.1043987274, weight_update_time: 0.0993182510, other_time: 1.9351348877
epoch time: 5.6945390701s, input_fired_time: 0.0334796347, output_fired_time: 0.0000000000, propagate_forward_time: 5.3042097092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568496704
validation[          , genome  1861] predictions:    9458/  10000 (94.58%), best:    9458/10000 (94.58%), error:      1961.27637, best error:      1961.27637 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 55.2889480591s, input_fired_time: 0.2717947066, output_fired_time: 0.1860249043, propagate_forward_time: 24.8125381470, propagate_backward_time: 28.1004123688, weight_update_time: 0.0956170857, other_time: 1.9181804657
epoch time: 3.7298409939s, input_fired_time: 0.0249209367, output_fired_time: 0.0000000000, propagate_forward_time: 3.4187605381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861595154
validation[          , genome  1861] predictions:    9421/  10000 (94.21%), best:    9458/10000 (94.58%), error:      2012.02856, best error:      1961.27637 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.9729728699s, input_fired_time: 0.2744146883, output_fired_time: 0.1916753352, propagate_forward_time: 26.0573329926, propagate_backward_time: 29.5069866180, weight_update_time: 0.0993421525, other_time: 1.9425621033
epoch time: 5.6683273315s, input_fired_time: 0.0325067975, output_fired_time: 0.0000000000, propagate_forward_time: 5.2824234962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533968925
validation[          , genome  1861] predictions:    9256/  10000 (92.56%), best:    9458/10000 (94.58%), error:      2494.42114, best error:      1961.27637 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.8400955200s, input_fired_time: 0.2759336233, output_fired_time: 0.1925343126, propagate_forward_time: 25.9732666016, propagate_backward_time: 29.4452571869, weight_update_time: 0.1011528373, other_time: 1.9531040192
epoch time: 5.6996374130s, input_fired_time: 0.0322239995, output_fired_time: 0.0000000000, propagate_forward_time: 5.3001155853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672976494
validation[          , genome  1861] predictions:    9426/  10000 (94.26%), best:    9458/10000 (94.58%), error:      1999.59009, best error:      1961.27637 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 58.6991081238s, input_fired_time: 0.2777613401, output_fired_time: 0.1921699643, propagate_forward_time: 26.3801841736, propagate_backward_time: 29.8971405029, weight_update_time: 0.1012606993, other_time: 1.9518547058
epoch time: 5.6724805832s, input_fired_time: 0.0325971283, output_fired_time: 0.0000000000, propagate_forward_time: 5.2864451408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534383774
validation[          , genome  1861] predictions:    9443/  10000 (94.43%), best:    9443/10000 (94.43%), error:      1958.68372, best error:      1958.68372 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 58.5555572510s, input_fired_time: 0.2764549255, output_fired_time: 0.1915825605, propagate_forward_time: 26.3133449554, propagate_backward_time: 29.8180484772, weight_update_time: 0.1019524038, other_time: 1.9561271667
epoch time: 5.5691285133s, input_fired_time: 0.0321445912, output_fired_time: 0.0000000000, propagate_forward_time: 5.1860198975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509640694
validation[          , genome  1861] predictions:    9399/  10000 (93.99%), best:    9443/10000 (94.43%), error:      2084.15503, best error:      1958.68372 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.3932495117s, input_fired_time: 0.2779504955, output_fired_time: 0.1949700713, propagate_forward_time: 26.2155399323, propagate_backward_time: 29.7448329926, weight_update_time: 0.1014510095, other_time: 1.9599571228
epoch time: 5.6455893517s, input_fired_time: 0.0321629457, output_fired_time: 0.0000000000, propagate_forward_time: 5.2590994835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543267250
validation[          , genome  1861] predictions:    9355/  10000 (93.55%), best:    9443/10000 (94.43%), error:      2172.31714, best error:      1958.68372 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 58.6364097595s, input_fired_time: 0.2780530751, output_fired_time: 0.1952318847, propagate_forward_time: 26.3363933563, propagate_backward_time: 29.8739852905, weight_update_time: 0.1012647003, other_time: 1.9527454376
epoch time: 5.6636962891s, input_fired_time: 0.0326140001, output_fired_time: 0.0000000000, propagate_forward_time: 5.2760372162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550448418
validation[          , genome  1861] predictions:    9442/  10000 (94.42%), best:    9443/10000 (94.43%), error:      1959.14172, best error:      1958.68372 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 58.7653388977s, input_fired_time: 0.2795464993, output_fired_time: 0.1945685893, propagate_forward_time: 26.3974971771, propagate_backward_time: 29.9356060028, weight_update_time: 0.1017799079, other_time: 1.9581222534
epoch time: 5.6727037430s, input_fired_time: 0.0326512493, output_fired_time: 0.0000000000, propagate_forward_time: 5.2852697372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547825813
validation[          , genome  1861] predictions:    9430/  10000 (94.30%), best:    9443/10000 (94.43%), error:      2011.72473, best error:      1958.68372 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 58.3492355347s, input_fired_time: 0.2840490341, output_fired_time: 0.1941573322, propagate_forward_time: 26.2373027802, propagate_backward_time: 29.6633949280, weight_update_time: 0.1009598821, other_time: 1.9703311920
epoch time: 5.6652269363s, input_fired_time: 0.0330034383, output_fired_time: 0.0000000000, propagate_forward_time: 5.2783432007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538804054
validation[          , genome  1861] predictions:    9312/  10000 (93.12%), best:    9443/10000 (94.43%), error:      2375.51978, best error:      1958.68372 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.7127952576s, input_fired_time: 0.2731507421, output_fired_time: 0.1878844500, propagate_forward_time: 25.4689159393, propagate_backward_time: 28.8137207031, weight_update_time: 0.0981348306, other_time: 1.9691219330
epoch time: 5.0745906830s, input_fired_time: 0.0303294677, output_fired_time: 0.0000000000, propagate_forward_time: 4.7053093910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389515877
validation[          , genome  1861] predictions:    9375/  10000 (93.75%), best:    9443/10000 (94.43%), error:      2189.58374, best error:      1958.68372 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 46.8829307556s, input_fired_time: 0.2461700439, output_fired_time: 0.1607086062, propagate_forward_time: 21.0397224426, propagate_backward_time: 23.6908893585, weight_update_time: 0.0843552649, other_time: 1.7454395294
epoch time: 5.6656556129s, input_fired_time: 0.0328420028, output_fired_time: 0.0000000000, propagate_forward_time: 5.2855949402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472185135
validation[          , genome  1861] predictions:    9410/  10000 (94.10%), best:    9443/10000 (94.43%), error:      2051.68652, best error:      1958.68372 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 58.5968475342s, input_fired_time: 0.2754005492, output_fired_time: 0.1929216236, propagate_forward_time: 26.3819160461, propagate_backward_time: 29.8334522247, weight_update_time: 0.1006605551, other_time: 1.9131565094
epoch time: 5.6548056602s, input_fired_time: 0.0321254916, output_fired_time: 0.0000000000, propagate_forward_time: 5.2783274651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443527222
validation[          , genome  1861] predictions:    9437/  10000 (94.37%), best:    9443/10000 (94.43%), error:      1992.65137, best error:      1958.68372 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 55.5686950684s, input_fired_time: 0.2712809443, output_fired_time: 0.1837864369, propagate_forward_time: 24.9897022247, propagate_backward_time: 28.2578029633, weight_update_time: 0.0952360556, other_time: 1.8661193848
epoch time: 5.6393256187s, input_fired_time: 0.0322952382, output_fired_time: 0.0000000000, propagate_forward_time: 5.2618465424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451838493
validation[          , genome  1861] predictions:    9418/  10000 (94.18%), best:    9443/10000 (94.43%), error:      2048.64868, best error:      1958.68372 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 58.1238632202s, input_fired_time: 0.2760512233, output_fired_time: 0.1923486292, propagate_forward_time: 26.1462192535, propagate_backward_time: 29.6071815491, weight_update_time: 0.0994589105, other_time: 1.9020633698
epoch time: 5.6425833702s, input_fired_time: 0.0325120874, output_fired_time: 0.0000000000, propagate_forward_time: 5.2637548447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463163376
validation[          , genome  1861] predictions:    9435/  10000 (94.35%), best:    9443/10000 (94.43%), error:      1974.96387, best error:      1958.68372 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 58.1921806335s, input_fired_time: 0.2755227089, output_fired_time: 0.1920600086, propagate_forward_time: 26.1936912537, propagate_backward_time: 29.6215114594, weight_update_time: 0.0998095647, other_time: 1.9093952179
epoch time: 5.6491274834s, input_fired_time: 0.0322879851, output_fired_time: 0.0000000000, propagate_forward_time: 5.2690172195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478221893
validation[          , genome  1861] predictions:    9430/  10000 (94.30%), best:    9443/10000 (94.43%), error:      1999.68237, best error:      1958.68372 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 58.4787330627s, input_fired_time: 0.2765690684, output_fired_time: 0.1932537556, propagate_forward_time: 26.3211956024, propagate_backward_time: 29.7744617462, weight_update_time: 0.1001507416, other_time: 1.9132537842
epoch time: 5.6366028786s, input_fired_time: 0.0327667408, output_fired_time: 0.0000000000, propagate_forward_time: 5.2571940422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466420174
validation[          , genome  1861] predictions:    9374/  10000 (93.74%), best:    9443/10000 (94.43%), error:      2092.02588, best error:      1958.68372 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 58.1126976013s, input_fired_time: 0.2772279382, output_fired_time: 0.1928107738, propagate_forward_time: 26.1399555206, propagate_backward_time: 29.5866775513, weight_update_time: 0.1000354290, other_time: 1.9160251617
epoch time: 5.6332974434s, input_fired_time: 0.0323620737, output_fired_time: 0.0000000000, propagate_forward_time: 5.2582459450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426895142
validation[          , genome  1861] predictions:    9455/  10000 (94.55%), best:    9455/10000 (94.55%), error:      1919.31995, best error:      1919.31995 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 58.8436851501s, input_fired_time: 0.2765831053, output_fired_time: 0.1943327636, propagate_forward_time: 26.4880886078, propagate_backward_time: 29.9801254272, weight_update_time: 0.1005603746, other_time: 1.9045543671
epoch time: 5.6783576012s, input_fired_time: 0.0329513289, output_fired_time: 0.0000000000, propagate_forward_time: 5.3008441925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445620537
validation[          , genome  1861] predictions:    9426/  10000 (94.26%), best:    9455/10000 (94.55%), error:      1984.30664, best error:      1919.31995 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.9132995605s, input_fired_time: 0.2579275668, output_fired_time: 0.1725726128, propagate_forward_time: 22.8347396851, propagate_backward_time: 25.8500270844, weight_update_time: 0.0898537487, other_time: 1.7980327606
epoch time: 5.3787083626s, input_fired_time: 0.0313300267, output_fired_time: 0.0000000000, propagate_forward_time: 5.0081930161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391852379
validation[          , genome  1861] predictions:    9437/  10000 (94.37%), best:    9455/10000 (94.55%), error:      1946.45032, best error:      1919.31995 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 58.2657775879s, input_fired_time: 0.2764117122, output_fired_time: 0.1920313537, propagate_forward_time: 26.2098960876, propagate_backward_time: 29.6768398285, weight_update_time: 0.0998626798, other_time: 1.9105968475
epoch time: 5.6578726768s, input_fired_time: 0.0328444801, output_fired_time: 0.0000000000, propagate_forward_time: 5.2780137062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470144272
validation[          , genome  1861] predictions:    9453/  10000 (94.53%), best:    9455/10000 (94.55%), error:      1941.08936, best error:      1919.31995 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 58.6205749512s, input_fired_time: 0.2769295871, output_fired_time: 0.1930383295, propagate_forward_time: 26.3867244720, propagate_backward_time: 29.8467292786, weight_update_time: 0.1005101651, other_time: 1.9171543121
epoch time: 5.6580557823s, input_fired_time: 0.0329347625, output_fired_time: 0.0000000000, propagate_forward_time: 5.2787804604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463406563
validation[          , genome  1861] predictions:    9449/  10000 (94.49%), best:    9455/10000 (94.55%), error:      1932.54614, best error:      1919.31995 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 58.4035110474s, input_fired_time: 0.2760217190, output_fired_time: 0.1925933957, propagate_forward_time: 26.2896633148, propagate_backward_time: 29.7335834503, weight_update_time: 0.0999671891, other_time: 1.9116516113
epoch time: 5.6549458504s, input_fired_time: 0.0327405296, output_fired_time: 0.0000000000, propagate_forward_time: 5.2760539055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461513519
validation[          , genome  1861] predictions:    9385/  10000 (93.85%), best:    9455/10000 (94.55%), error:      2129.68628, best error:      1919.31995 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.4289169312s, input_fired_time: 0.2764352560, output_fired_time: 0.1896219254, propagate_forward_time: 26.3722324371, propagate_backward_time: 29.6774654388, weight_update_time: 0.1009012684, other_time: 1.9131622314
epoch time: 5.6574296951s, input_fired_time: 0.0325546190, output_fired_time: 0.0000000000, propagate_forward_time: 5.2764163017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484587669
validation[          , genome  1861] predictions:    9444/  10000 (94.44%), best:    9455/10000 (94.55%), error:      1965.24597, best error:      1919.31995 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 58.6253967285s, input_fired_time: 0.2768847644, output_fired_time: 0.1940016747, propagate_forward_time: 26.3929367065, propagate_backward_time: 29.8491840363, weight_update_time: 0.0997630209, other_time: 1.9123897552
epoch time: 5.6580653191s, input_fired_time: 0.0336337127, output_fired_time: 0.0000000000, propagate_forward_time: 5.2783098221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461217880
validation[          , genome  1861] predictions:    9428/  10000 (94.28%), best:    9455/10000 (94.55%), error:      1966.61670, best error:      1919.31995 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 58.6532135010s, input_fired_time: 0.2788804770, output_fired_time: 0.1946783662, propagate_forward_time: 26.3967342377, propagate_backward_time: 29.8534145355, weight_update_time: 0.1010038704, other_time: 1.9295043945
epoch time: 5.6572556496s, input_fired_time: 0.0329819024, output_fired_time: 0.0000000000, propagate_forward_time: 5.2738795280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503942490
validation[          , genome  1861] predictions:    9439/  10000 (94.39%), best:    9455/10000 (94.55%), error:      2001.11108, best error:      1919.31995 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 58.6526260376s, input_fired_time: 0.2801577449, output_fired_time: 0.1949447095, propagate_forward_time: 26.3974704742, propagate_backward_time: 29.8541889191, weight_update_time: 0.1012707129, other_time: 1.9258613586
epoch time: 5.6616606712s, input_fired_time: 0.0328535140, output_fired_time: 0.0000000000, propagate_forward_time: 5.2802944183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485126495
validation[          , genome  1861] predictions:    9437/  10000 (94.37%), best:    9455/10000 (94.55%), error:      1982.21619, best error:      1919.31995 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 58.3959083557s, input_fired_time: 0.2765770257, output_fired_time: 0.1926138699, propagate_forward_time: 26.2623653412, propagate_backward_time: 29.7517318726, weight_update_time: 0.1000531092, other_time: 1.9126186371
epoch time: 5.6221380234s, input_fired_time: 0.0325636789, output_fired_time: 0.0000000000, propagate_forward_time: 5.2440619469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455123901
validation[          , genome  1861] predictions:    9387/  10000 (93.87%), best:    9455/10000 (94.55%), error:      2153.31079, best error:      1919.31995 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 58.3539009094s, input_fired_time: 0.2768051028, output_fired_time: 0.1932919025, propagate_forward_time: 26.2579803467, propagate_backward_time: 29.7105445862, weight_update_time: 0.1003372967, other_time: 1.9152793884
epoch time: 5.6238360405s, input_fired_time: 0.0328069068, output_fired_time: 0.0000000000, propagate_forward_time: 5.2452616692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457674980
validation[          , genome  1861] predictions:    9446/  10000 (94.46%), best:    9455/10000 (94.55%), error:      1960.32654, best error:      1919.31995 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 58.4300498962s, input_fired_time: 0.2778759897, output_fired_time: 0.1926664710, propagate_forward_time: 26.2992229462, propagate_backward_time: 29.7443771362, weight_update_time: 0.1000820696, other_time: 1.9159069061
epoch time: 5.6426515579s, input_fired_time: 0.0324717090, output_fired_time: 0.0000000000, propagate_forward_time: 5.2666211128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435587883
validation[          , genome  1861] predictions:    9378/  10000 (93.78%), best:    9455/10000 (94.55%), error:      2162.17163, best error:      1919.31995 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.3740348816s, input_fired_time: 0.2755936086, output_fired_time: 0.1881007254, propagate_forward_time: 26.3603057861, propagate_backward_time: 29.6394138336, weight_update_time: 0.1003993824, other_time: 1.9106235504
epoch time: 5.6444582939s, input_fired_time: 0.0326466672, output_fired_time: 0.0000000000, propagate_forward_time: 5.2642397881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475718498
validation[          , genome  1861] predictions:    9419/  10000 (94.19%), best:    9455/10000 (94.55%), error:      2021.44409, best error:      1919.31995 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.5178718567s, input_fired_time: 0.2778383195, output_fired_time: 0.1930470467, propagate_forward_time: 26.3342056274, propagate_backward_time: 29.7965927124, weight_update_time: 0.1004444137, other_time: 1.9161872864
epoch time: 5.6432867050s, input_fired_time: 0.0337118097, output_fired_time: 0.0000000000, propagate_forward_time: 5.2645497322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450250626
validation[          , genome  1861] predictions:    9435/  10000 (94.35%), best:    9455/10000 (94.55%), error:      2011.97571, best error:      1919.31995 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 58.5079536438s, input_fired_time: 0.2801477313, output_fired_time: 0.1926036179, propagate_forward_time: 26.3285102844, propagate_backward_time: 29.7951965332, weight_update_time: 0.0998491123, other_time: 1.9114952087
epoch time: 5.6426444054s, input_fired_time: 0.0327463374, output_fired_time: 0.0000000000, propagate_forward_time: 5.2643675804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455305099
validation[          , genome  1861] predictions:    9412/  10000 (94.12%), best:    9455/10000 (94.55%), error:      2034.79749, best error:      1919.31995 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 58.5244712830s, input_fired_time: 0.2805455327, output_fired_time: 0.1942893565, propagate_forward_time: 26.3289108276, propagate_backward_time: 29.7911109924, weight_update_time: 0.1008759290, other_time: 1.9296150208
epoch time: 5.6477146149s, input_fired_time: 0.0330474712, output_fired_time: 0.0000000000, propagate_forward_time: 5.2676649094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470020294
validation[          , genome  1861] predictions:    9443/  10000 (94.43%), best:    9455/10000 (94.55%), error:      1984.89478, best error:      1919.31995 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 58.5255661011s, input_fired_time: 0.2788697779, output_fired_time: 0.1929345131, propagate_forward_time: 26.3364486694, propagate_backward_time: 29.7942314148, weight_update_time: 0.1004782617, other_time: 1.9230804443
epoch time: 5.6451134682s, input_fired_time: 0.0330652222, output_fired_time: 0.0000000000, propagate_forward_time: 5.2664346695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456134796
validation[          , genome  1861] predictions:    9460/  10000 (94.60%), best:    9455/10000 (94.55%), error:      1946.68359, best error:      1919.31995 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.6464691162s, input_fired_time: 0.2761688232, output_fired_time: 0.1901694983, propagate_forward_time: 25.9329986572, propagate_backward_time: 29.3360404968, weight_update_time: 0.0993025079, other_time: 1.9110908508
epoch time: 5.5449337959s, input_fired_time: 0.0330153741, output_fired_time: 0.0000000000, propagate_forward_time: 5.1677932739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441252708
validation[          , genome  1861] predictions:    9448/  10000 (94.48%), best:    9455/10000 (94.55%), error:      1931.55225, best error:      1919.31995 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.6980400085s, input_fired_time: 0.2798361778, output_fired_time: 0.1941991895, propagate_forward_time: 26.4040660858, propagate_backward_time: 29.9085235596, weight_update_time: 0.1008540541, other_time: 1.9114170074
epoch time: 5.7276830673s, input_fired_time: 0.0347832888, output_fired_time: 0.0000000000, propagate_forward_time: 5.3379201889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549795151
validation[          , genome  1861] predictions:    9459/  10000 (94.59%), best:    9455/10000 (94.55%), error:      1949.68420, best error:      1919.31995 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 58.5216827393s, input_fired_time: 0.2781276405, output_fired_time: 0.1933591068, propagate_forward_time: 26.3016242981, propagate_backward_time: 29.8314952850, weight_update_time: 0.1012650579, other_time: 1.9170780182
epoch time: 5.6469149590s, input_fired_time: 0.0331310704, output_fired_time: 0.0000000000, propagate_forward_time: 5.2657437325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480401039
validation[          , genome  1861] predictions:    9440/  10000 (94.40%), best:    9455/10000 (94.55%), error:      1952.10486, best error:      1919.31995 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 58.5607643127s, input_fired_time: 0.2794006169, output_fired_time: 0.1928447485, propagate_forward_time: 26.3341064453, propagate_backward_time: 29.8475017548, weight_update_time: 0.1004398838, other_time: 1.9069118500
epoch time: 5.6387591362s, input_fired_time: 0.0328281745, output_fired_time: 0.0000000000, propagate_forward_time: 5.2617831230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441476822
validation[          , genome  1861] predictions:    9450/  10000 (94.50%), best:    9455/10000 (94.55%), error:      1957.99048, best error:      1919.31995 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 58.0246315002s, input_fired_time: 0.2779411376, output_fired_time: 0.1917911172, propagate_forward_time: 26.0825252533, propagate_backward_time: 29.5667648315, weight_update_time: 0.1009362787, other_time: 1.9056072235
epoch time: 3.6911041737s, input_fired_time: 0.0252789985, output_fired_time: 0.0000000000, propagate_forward_time: 3.3857827187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800424099
validation[          , genome  1861] predictions:    9449/  10000 (94.49%), best:    9455/10000 (94.55%), error:      1939.60034, best error:      1919.31995 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.5778846741s, input_fired_time: 0.2775815427, output_fired_time: 0.1914876103, propagate_forward_time: 25.8469066620, propagate_backward_time: 29.3543949127, weight_update_time: 0.0992680341, other_time: 1.9075164795
epoch time: 5.6506376266s, input_fired_time: 0.0337348469, output_fired_time: 0.0000000000, propagate_forward_time: 5.2717580795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451447487
validation[          , genome  1861] predictions:    9456/  10000 (94.56%), best:    9455/10000 (94.55%), error:      1949.39685, best error:      1919.31995 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.9715805054s, input_fired_time: 0.2742188871, output_fired_time: 0.1844568998, propagate_forward_time: 24.7017154694, propagate_backward_time: 27.9425849915, weight_update_time: 0.0954993442, other_time: 1.8686046600
epoch time: 5.6619277000s, input_fired_time: 0.0327472389, output_fired_time: 0.0000000000, propagate_forward_time: 5.2840452194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451352119
validation[          , genome  1861] predictions:    9416/  10000 (94.16%), best:    9455/10000 (94.55%), error:      2050.87988, best error:      1919.31995 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 55.3551483154s, input_fired_time: 0.2713546455, output_fired_time: 0.1838140786, propagate_forward_time: 24.8879718781, propagate_backward_time: 28.1401519775, weight_update_time: 0.0961465091, other_time: 1.8718547821
epoch time: 5.6417679787s, input_fired_time: 0.0327527970, output_fired_time: 0.0000000000, propagate_forward_time: 5.2652673721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437476158
validation[          , genome  1861] predictions:    9445/  10000 (94.45%), best:    9455/10000 (94.55%), error:      1970.00635, best error:      1919.31995 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.4540557861s, input_fired_time: 0.2786934078, output_fired_time: 0.1922533065, propagate_forward_time: 26.3244915009, propagate_backward_time: 29.7518997192, weight_update_time: 0.1001171619, other_time: 1.9067173004
epoch time: 5.6407313347s, input_fired_time: 0.0331998952, output_fired_time: 0.0000000000, propagate_forward_time: 5.2628459930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446855545
validation[          , genome  1861] predictions:    9364/  10000 (93.64%), best:    9455/10000 (94.55%), error:      2176.90796, best error:      1919.31995 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 58.3401451111s, input_fired_time: 0.2793750167, output_fired_time: 0.1904852241, propagate_forward_time: 26.3128147125, propagate_backward_time: 29.6391086578, weight_update_time: 0.1012479290, other_time: 1.9183616638
epoch time: 5.6974859238s, input_fired_time: 0.0329184569, output_fired_time: 0.0000000000, propagate_forward_time: 5.3153557777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492116928
validation[          , genome  1861] predictions:    9473/  10000 (94.73%), best:    9455/10000 (94.55%), error:      1930.04309, best error:      1919.31995 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 58.6126518250s, input_fired_time: 0.2807851434, output_fired_time: 0.1941676587, propagate_forward_time: 26.3609924316, propagate_backward_time: 29.8724613190, weight_update_time: 0.1010497883, other_time: 1.9042453766
epoch time: 5.6577515602s, input_fired_time: 0.0337510929, output_fired_time: 0.0000000000, propagate_forward_time: 5.2769265175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470740318
validation[          , genome  1861] predictions:    9432/  10000 (94.32%), best:    9455/10000 (94.55%), error:      2009.02844, best error:      1919.31995 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 58.7580833435s, input_fired_time: 0.2802717090, output_fired_time: 0.1940453053, propagate_forward_time: 26.4298782349, propagate_backward_time: 29.9458866119, weight_update_time: 0.1022546738, other_time: 1.9079990387
epoch time: 5.6564688683s, input_fired_time: 0.0330556557, output_fired_time: 0.0000000000, propagate_forward_time: 5.2778873444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455257416
validation[          , genome  1861] predictions:    9462/  10000 (94.62%), best:    9455/10000 (94.55%), error:      1965.61987, best error:      1919.31995 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 58.4492950439s, input_fired_time: 0.2805375159, output_fired_time: 0.1927637607, propagate_forward_time: 26.3199138641, propagate_backward_time: 29.7506713867, weight_update_time: 0.1002853438, other_time: 1.9054088593
epoch time: 5.6516880989s, input_fired_time: 0.0325559266, output_fired_time: 0.0000000000, propagate_forward_time: 5.2738480568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452839851
validation[          , genome  1861] predictions:    9468/  10000 (94.68%), best:    9455/10000 (94.55%), error:      1944.91626, best error:      1919.31995 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 58.5765380859s, input_fired_time: 0.2791738212, output_fired_time: 0.1919896156, propagate_forward_time: 26.3798599243, propagate_backward_time: 29.8169574738, weight_update_time: 0.1000652090, other_time: 1.9085559845
epoch time: 5.6590294838s, input_fired_time: 0.0331608057, output_fired_time: 0.0000000000, propagate_forward_time: 5.2784523964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474164009
validation[          , genome  1861] predictions:    9442/  10000 (94.42%), best:    9455/10000 (94.55%), error:      1979.76819, best error:      1919.31995 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.2458572388s, input_fired_time: 0.2748799622, output_fired_time: 0.1863373220, propagate_forward_time: 24.8423538208, propagate_backward_time: 28.0779132843, weight_update_time: 0.0958689451, other_time: 1.8643741608
epoch time: 5.6680593491s, input_fired_time: 0.0327681862, output_fired_time: 0.0000000000, propagate_forward_time: 5.2885441780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467469215
validation[          , genome  1861] predictions:    9433/  10000 (94.33%), best:    9455/10000 (94.55%), error:      2028.36157, best error:      1919.31995 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.8315086365s, input_fired_time: 0.2825883627, output_fired_time: 0.1950880438, propagate_forward_time: 26.4470233917, propagate_backward_time: 29.9836425781, weight_update_time: 0.1012262255, other_time: 1.9231662750
epoch time: 5.6757464409s, input_fired_time: 0.0338165723, output_fired_time: 0.0000000000, propagate_forward_time: 5.2903561592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515739441
validation[          , genome  1861] predictions:    9460/  10000 (94.60%), best:    9455/10000 (94.55%), error:      1972.21741, best error:      1919.31995 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 58.5779228210s, input_fired_time: 0.2806480527, output_fired_time: 0.1903229952, propagate_forward_time: 26.3976001740, propagate_backward_time: 29.8006935120, weight_update_time: 0.1009411961, other_time: 1.9086589813
epoch time: 5.6676673889s, input_fired_time: 0.0333889760, output_fired_time: 0.0000000000, propagate_forward_time: 5.2852091789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490691185
validation[          , genome  1861] predictions:    9425/  10000 (94.25%), best:    9455/10000 (94.55%), error:      2081.96191, best error:      1919.31995 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 58.3259811401s, input_fired_time: 0.2813224196, output_fired_time: 0.1954598129, propagate_forward_time: 26.2176647186, propagate_backward_time: 29.7223815918, weight_update_time: 0.1000124067, other_time: 1.9091510773
epoch time: 5.6682438850s, input_fired_time: 0.0327506587, output_fired_time: 0.0000000000, propagate_forward_time: 5.2895636559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459296227
validation[          , genome  1861] predictions:    9436/  10000 (94.36%), best:    9455/10000 (94.55%), error:      2018.01575, best error:      1919.31995 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 58.5183181763s, input_fired_time: 0.2792569101, output_fired_time: 0.1918757409, propagate_forward_time: 26.3399047852, propagate_backward_time: 29.8044281006, weight_update_time: 0.1006383002, other_time: 1.9028511047
epoch time: 5.6566524506s, input_fired_time: 0.0325929821, output_fired_time: 0.0000000000, propagate_forward_time: 5.2792606354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447990417
validation[          , genome  1861] predictions:    9406/  10000 (94.06%), best:    9455/10000 (94.55%), error:      2037.58533, best error:      1919.31995 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.7645187378s, input_fired_time: 0.2774934471, output_fired_time: 0.1880673319, propagate_forward_time: 25.5141696930, propagate_backward_time: 28.8957328796, weight_update_time: 0.0980939940, other_time: 1.8890552521
epoch time: 5.6423611641s, input_fired_time: 0.0328470096, output_fired_time: 0.0000000000, propagate_forward_time: 5.2645564079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449578285
validation[          , genome  1861] predictions:    9449/  10000 (94.49%), best:    9455/10000 (94.55%), error:      1985.88818, best error:      1919.31995 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 58.4876480103s, input_fired_time: 0.2809380293, output_fired_time: 0.1929744482, propagate_forward_time: 26.3242645264, propagate_backward_time: 29.7751407623, weight_update_time: 0.1000472456, other_time: 1.9143314362
epoch time: 5.6444749832s, input_fired_time: 0.0336921997, output_fired_time: 0.0000000000, propagate_forward_time: 5.2638974190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468852043
validation[          , genome  1861] predictions:    9445/  10000 (94.45%), best:    9455/10000 (94.55%), error:      1988.03870, best error:      1919.31995 on epoch:    62, 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: 28.2710819244s, input_fired_time: 0.1657004803, output_fired_time: 0.0000000000, propagate_forward_time: 26.3197097778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7856712341
best training[          , genome  1861] predictions:   47964/  50000 (95.93%), best:    9455/10000 (94.55%), error:      7467.72461, best error:      1919.31995 on epoch:    62, 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: 5.5325932503s, input_fired_time: 0.0320799313, output_fired_time: 0.0000000000, propagate_forward_time: 5.1571102142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434033394
   testing[          , genome  1861] predictions:    9456/  10000 (94.56%), best:    9455/10000 (94.55%), error:      1869.13806, best error:      1919.31995 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:51:51 (69005): called boinc_finish(0)

</stderr_txt>
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