Nameexact_genome_1512568488_45_5043_0
Workunit2596410
Created7 Dec 2017, 12:58:48 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline13 Dec 2017, 16:56:59 UTC
Received7 Dec 2017, 21:09:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 28 min 34 sec
CPU time3 hours 21 min 49 sec
Validate stateValid
Credit1,541.00
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.64 MB
Peak swap size157.89 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
00, weight_update_time: 0.0000000000, other_time: 0.5260095596
validation[          , genome  5043] predictions:    9597/  10000 (95.97%), best:    9676/10000 (96.76%), error:      1349.61462, best error:      1110.24231 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.6329040527s, input_fired_time: 1.0581796169, output_fired_time: 0.9247277975, propagate_forward_time: 43.2615966797, propagate_backward_time: 67.4020004272, weight_update_time: 0.1362345517, other_time: 2.9863967896
epoch time: 10.2361555099s, input_fired_time: 0.1392776072, output_fired_time: 0.0000000000, propagate_forward_time: 9.5524635315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444145203
validation[          , genome  5043] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1074.16626, best error:      1074.16626 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.7013931274s, input_fired_time: 1.0668079853, output_fired_time: 0.9332442284, propagate_forward_time: 42.6023445129, propagate_backward_time: 69.0626831055, weight_update_time: 0.1382010281, other_time: 3.0363159180
epoch time: 8.8526935577s, input_fired_time: 0.1342322826, output_fired_time: 0.0000000000, propagate_forward_time: 8.1935071945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249538422
validation[          , genome  5043] predictions:    9628/  10000 (96.28%), best:    9681/10000 (96.81%), error:      1218.10950, best error:      1074.16626 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.0766983032s, input_fired_time: 1.0769692659, output_fired_time: 0.9432016611, propagate_forward_time: 45.6178741455, propagate_backward_time: 67.4264068604, weight_update_time: 0.1365610510, other_time: 4.0122451782
epoch time: 10.1063737869s, input_fired_time: 0.1405409276, output_fired_time: 0.0000000000, propagate_forward_time: 9.4192819595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465507507
validation[          , genome  5043] predictions:    9662/  10000 (96.62%), best:    9681/10000 (96.81%), error:      1165.38062, best error:      1074.16626 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 124.7390670776s, input_fired_time: 1.1332848072, output_fired_time: 1.0147249699, propagate_forward_time: 45.6834182739, propagate_backward_time: 73.6939239502, weight_update_time: 0.1376863718, other_time: 3.2137145996
epoch time: 8.8045139313s, input_fired_time: 0.1335080415, output_fired_time: 0.0000000000, propagate_forward_time: 8.1464557648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245504379
validation[          , genome  5043] predictions:    9594/  10000 (95.94%), best:    9681/10000 (96.81%), error:      1320.60315, best error:      1074.16626 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 116.3412933350s, input_fired_time: 1.0730059147, output_fired_time: 0.9327958822, propagate_forward_time: 46.5561447144, propagate_backward_time: 64.7546386719, weight_update_time: 0.1372554600, other_time: 3.0247116089
epoch time: 10.1747484207s, input_fired_time: 0.1381203979, output_fired_time: 0.0000000000, propagate_forward_time: 9.4892311096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473966599
validation[          , genome  5043] predictions:    9668/  10000 (96.68%), best:    9681/10000 (96.81%), error:      1077.80542, best error:      1074.16626 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 115.1333389282s, input_fired_time: 1.0586831570, output_fired_time: 0.9275382161, propagate_forward_time: 44.2751197815, propagate_backward_time: 65.8729324341, weight_update_time: 0.1358783096, other_time: 2.9990615845
epoch time: 10.1624116898s, input_fired_time: 0.1380539238, output_fired_time: 0.0000000000, propagate_forward_time: 9.4778633118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464944839
validation[          , genome  5043] predictions:    9619/  10000 (96.19%), best:    9681/10000 (96.81%), error:      1317.68640, best error:      1074.16626 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 128.3543548584s, input_fired_time: 1.1653372049, output_fired_time: 1.0429615974, propagate_forward_time: 47.6314849854, propagate_backward_time: 75.2231674194, weight_update_time: 0.1366220415, other_time: 3.2914047241
epoch time: 10.0059518814s, input_fired_time: 0.1366294324, output_fired_time: 0.0000000000, propagate_forward_time: 9.3366584778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326642990
validation[          , genome  5043] predictions:    9674/  10000 (96.74%), best:    9681/10000 (96.81%), error:      1102.47363, best error:      1074.16626 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.5615005493s, input_fired_time: 1.0970231295, output_fired_time: 0.9617353082, propagate_forward_time: 47.9306068420, propagate_backward_time: 67.4528503418, weight_update_time: 0.1377226263, other_time: 3.1192779541
epoch time: 11.2898406982s, input_fired_time: 0.1890298575, output_fired_time: 0.0000000000, propagate_forward_time: 10.4091329575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916780472
validation[          , genome  5043] predictions:    9685/  10000 (96.85%), best:    9681/10000 (96.81%), error:      1094.12000, best error:      1074.16626 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.7869720459s, input_fired_time: 1.0674542189, output_fired_time: 0.9306105971, propagate_forward_time: 43.6548080444, propagate_backward_time: 67.1187057495, weight_update_time: 0.1371821910, other_time: 3.0153961182
epoch time: 9.9456529617s, input_fired_time: 0.1388083845, output_fired_time: 0.0000000000, propagate_forward_time: 9.2605285645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463161469
validation[          , genome  5043] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1051.93567, best error:      1051.93567 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 124.2656097412s, input_fired_time: 1.1312532425, output_fired_time: 0.9853882790, propagate_forward_time: 46.8498497009, propagate_backward_time: 72.0560455322, weight_update_time: 0.1370482147, other_time: 3.2430725098
epoch time: 8.9524154663s, input_fired_time: 0.1356954575, output_fired_time: 0.0000000000, propagate_forward_time: 8.2907905579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259294510
validation[          , genome  5043] predictions:    9665/  10000 (96.65%), best:    9703/10000 (97.03%), error:      1118.97266, best error:      1051.93567 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.9622726440s, input_fired_time: 1.9750019312, output_fired_time: 0.9307795763, propagate_forward_time: 44.3717384338, propagate_backward_time: 65.6187133789, weight_update_time: 0.1363289058, other_time: 3.0660400391
epoch time: 10.5853185654s, input_fired_time: 0.1352140754, output_fired_time: 0.0000000000, propagate_forward_time: 9.8808937073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692110062
validation[          , genome  5043] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1007.85382, best error:      1007.85382 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 134.3462982178s, input_fired_time: 1.1866164207, output_fired_time: 0.9740732312, propagate_forward_time: 49.5100402832, propagate_backward_time: 79.2226333618, weight_update_time: 0.1509925872, other_time: 3.4529342651
epoch time: 9.6633930206s, input_fired_time: 0.1543441862, output_fired_time: 0.0000000000, propagate_forward_time: 8.9391078949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699405670
validation[          , genome  5043] predictions:    9702/  10000 (97.02%), best:    9698/10000 (96.98%), error:      1016.22308, best error:      1007.85382 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 116.4701461792s, input_fired_time: 1.0703580379, output_fired_time: 1.9481362104, propagate_forward_time: 43.4732208252, propagate_backward_time: 66.9560470581, weight_update_time: 0.1371543258, other_time: 3.0223846436
epoch time: 8.7245159149s, input_fired_time: 0.1341140717, output_fired_time: 0.0000000000, propagate_forward_time: 8.0536985397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367031097
validation[          , genome  5043] predictions:    9668/  10000 (96.68%), best:    9698/10000 (96.98%), error:      1119.95728, best error:      1007.85382 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.8267822266s, input_fired_time: 1.0651023388, output_fired_time: 0.9308118224, propagate_forward_time: 43.3753623962, propagate_backward_time: 67.4470901489, weight_update_time: 0.1369812936, other_time: 3.0084152222
epoch time: 10.0553302765s, input_fired_time: 0.1400957257, output_fired_time: 0.0000000000, propagate_forward_time: 8.3590221405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5562124252
validation[          , genome  5043] predictions:    9688/  10000 (96.88%), best:    9698/10000 (96.98%), error:      1033.66650, best error:      1007.85382 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.6663894653s, input_fired_time: 1.0693429708, output_fired_time: 0.9305397272, propagate_forward_time: 43.5465164185, propagate_backward_time: 67.0940628052, weight_update_time: 0.1420449167, other_time: 3.0259246826
epoch time: 9.8969984055s, input_fired_time: 0.1363468766, output_fired_time: 0.0000000000, propagate_forward_time: 9.2261600494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344915390
validation[          , genome  5043] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1001.11346, best error:      1001.11346 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 128.4668884277s, input_fired_time: 1.1693177223, output_fired_time: 1.0424860716, propagate_forward_time: 50.3530235291, propagate_backward_time: 72.5767898560, weight_update_time: 0.1533661783, other_time: 3.3252639771
epoch time: 14.0517511368s, input_fired_time: 0.1768115163, output_fired_time: 0.0000000000, propagate_forward_time: 13.1653366089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096033096
validation[          , genome  5043] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       985.64612, best error:       985.64612 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 118.9903869629s, input_fired_time: 1.0897804499, output_fired_time: 0.9550349116, propagate_forward_time: 44.6094207764, propagate_backward_time: 69.2237472534, weight_update_time: 0.1365238428, other_time: 3.1124038696
epoch time: 10.1481237411s, input_fired_time: 0.1378702074, output_fired_time: 0.0000000000, propagate_forward_time: 9.4723901749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378637314
validation[          , genome  5043] predictions:    9686/  10000 (96.86%), best:    9716/10000 (97.16%), error:      1098.10522, best error:       985.64612 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 114.5792160034s, input_fired_time: 1.0725462437, output_fired_time: 0.9296280146, propagate_forward_time: 44.1565475464, propagate_backward_time: 65.3626022339, weight_update_time: 0.1369833201, other_time: 3.0578918457
epoch time: 10.1033687592s, input_fired_time: 0.1391847879, output_fired_time: 0.0000000000, propagate_forward_time: 9.4147644043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494194031
validation[          , genome  5043] predictions:    9641/  10000 (96.41%), best:    9716/10000 (97.16%), error:      1148.27368, best error:       985.64612 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 116.2359848022s, input_fired_time: 1.0759193897, output_fired_time: 0.9535760283, propagate_forward_time: 44.3692970276, propagate_backward_time: 66.7991867065, weight_update_time: 0.1377011687, other_time: 3.0380020142
epoch time: 8.8274507523s, input_fired_time: 0.1346657872, output_fired_time: 0.0000000000, propagate_forward_time: 8.1659793854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268058777
validation[          , genome  5043] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:      1061.40100, best error:       985.64612 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 121.4312820435s, input_fired_time: 1.1144824028, output_fired_time: 0.9990023971, propagate_forward_time: 46.5746078491, propagate_backward_time: 68.6474380493, weight_update_time: 1.1466702223, other_time: 4.0957565308
epoch time: 10.0690631866s, input_fired_time: 0.1386266798, output_fired_time: 0.0000000000, propagate_forward_time: 9.3643169403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661191940
validation[          , genome  5043] predictions:    9665/  10000 (96.65%), best:    9716/10000 (97.16%), error:      1128.49414, best error:       985.64612 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 114.6158599854s, input_fired_time: 1.0688205957, output_fired_time: 0.9297335744, propagate_forward_time: 42.2127113342, propagate_backward_time: 67.3833618164, weight_update_time: 0.1438522786, other_time: 3.0212402344
epoch time: 10.1415348053s, input_fired_time: 0.1397956461, output_fired_time: 0.0000000000, propagate_forward_time: 9.4539480209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477914810
validation[          , genome  5043] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1077.55225, best error:       985.64612 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.8956832886s, input_fired_time: 1.0942033529, output_fired_time: 0.9532493353, propagate_forward_time: 43.7124900818, propagate_backward_time: 71.0579605103, weight_update_time: 0.1373283267, other_time: 3.0777816772
epoch time: 9.8805246353s, input_fired_time: 0.1346022934, output_fired_time: 0.0000000000, propagate_forward_time: 9.1762380600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696840286
validation[          , genome  5043] predictions:    9634/  10000 (96.34%), best:    9716/10000 (97.16%), error:      1245.12671, best error:       985.64612 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.3905258179s, input_fired_time: 2.0792932510, output_fired_time: 1.9429112673, propagate_forward_time: 42.4981155396, propagate_backward_time: 65.8694839478, weight_update_time: 0.1372334808, other_time: 3.0007247925
epoch time: 10.2713432312s, input_fired_time: 0.1409865767, output_fired_time: 0.0000000000, propagate_forward_time: 9.5798149109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505418777
validation[          , genome  5043] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:      1019.03992, best error:       985.64612 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 116.5968551636s, input_fired_time: 1.0732672215, output_fired_time: 0.9308786988, propagate_forward_time: 43.5203475952, propagate_backward_time: 68.0287322998, weight_update_time: 0.1374826431, other_time: 3.0436325073
epoch time: 8.8800125122s, input_fired_time: 0.1364104897, output_fired_time: 0.0000000000, propagate_forward_time: 8.2107973099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328044891
validation[          , genome  5043] predictions:    9694/  10000 (96.94%), best:    9716/10000 (97.16%), error:      1009.44031, best error:       985.64612 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.9880676270s, input_fired_time: 1.0711741447, output_fired_time: 0.9435866475, propagate_forward_time: 44.2693443298, propagate_backward_time: 66.6822814941, weight_update_time: 0.1366172135, other_time: 3.0216827393
epoch time: 9.2043161392s, input_fired_time: 0.1349125355, output_fired_time: 0.0000000000, propagate_forward_time: 8.5594348907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099687576
validation[          , genome  5043] predictions:    9692/  10000 (96.92%), best:    9716/10000 (97.16%), error:      1083.23376, best error:       985.64612 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 117.2998962402s, input_fired_time: 1.0901466608, output_fired_time: 0.9436329603, propagate_forward_time: 41.9463920593, propagate_backward_time: 70.2104187012, weight_update_time: 0.1378355771, other_time: 3.1092987061
epoch time: 9.9792613983s, input_fired_time: 0.1379444599, output_fired_time: 0.0000000000, propagate_forward_time: 9.2963504791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449666977
validation[          , genome  5043] predictions:    9684/  10000 (96.84%), best:    9716/10000 (97.16%), error:      1060.50537, best error:       985.64612 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 116.2084426880s, input_fired_time: 1.0762023926, output_fired_time: 0.9322360158, propagate_forward_time: 45.4269599915, propagate_backward_time: 65.7431488037, weight_update_time: 0.1375208795, other_time: 3.0298919678
epoch time: 8.8411865234s, input_fired_time: 0.1349028051, output_fired_time: 0.0000000000, propagate_forward_time: 8.1850891113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211944580
validation[          , genome  5043] predictions:    9681/  10000 (96.81%), best:    9716/10000 (97.16%), error:      1068.71790, best error:       985.64612 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 116.9149551392s, input_fired_time: 1.0825650692, output_fired_time: 0.9348205924, propagate_forward_time: 42.6996459961, propagate_backward_time: 68.1321182251, weight_update_time: 0.1382919997, other_time: 4.0658035278
epoch time: 8.8347969055s, input_fired_time: 0.1356871724, output_fired_time: 0.0000000000, propagate_forward_time: 8.1775474548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215625763
validation[          , genome  5043] predictions:    9711/  10000 (97.11%), best:    9716/10000 (97.16%), error:       995.99066, best error:       985.64612 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.2084884644s, input_fired_time: 1.0749019384, output_fired_time: 0.9300416708, propagate_forward_time: 43.4100456238, propagate_backward_time: 67.7678070068, weight_update_time: 0.1367599815, other_time: 3.0256958008
epoch time: 10.2288427353s, input_fired_time: 0.1412675828, output_fired_time: 0.0000000000, propagate_forward_time: 9.5465011597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410737991
validation[          , genome  5043] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:      1018.81268, best error:       985.64612 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 116.8055114746s, input_fired_time: 1.0770300627, output_fired_time: 0.9341915250, propagate_forward_time: 44.6719818115, propagate_backward_time: 67.0947952271, weight_update_time: 0.1371347308, other_time: 3.0275192261
epoch time: 8.6068782806s, input_fired_time: 0.1344907731, output_fired_time: 0.0000000000, propagate_forward_time: 7.9471750259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252122879
validation[          , genome  5043] predictions:    9666/  10000 (96.66%), best:    9716/10000 (97.16%), error:      1073.33069, best error:       985.64612 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 118.3927917480s, input_fired_time: 1.0988725424, output_fired_time: 0.9484376907, propagate_forward_time: 43.2409629822, propagate_backward_time: 70.0037918091, weight_update_time: 0.1394834518, other_time: 3.1007308960
epoch time: 13.8943519592s, input_fired_time: 0.1998403966, output_fired_time: 0.0000000000, propagate_forward_time: 13.0025224686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919889450
validation[          , genome  5043] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1099.87036, best error:       985.64612 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.9830703735s, input_fired_time: 1.0717034340, output_fired_time: 0.9290769696, propagate_forward_time: 43.3197784424, propagate_backward_time: 66.6495971680, weight_update_time: 0.1368048340, other_time: 3.0129165649
epoch time: 10.1040973663s, input_fired_time: 0.1412250698, output_fired_time: 0.0000000000, propagate_forward_time: 9.4203176498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425548553
validation[          , genome  5043] predictions:    9621/  10000 (96.21%), best:    9716/10000 (97.16%), error:      1262.22217, best error:       985.64612 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 115.3197250366s, input_fired_time: 2.0811374187, output_fired_time: 0.9275174141, propagate_forward_time: 43.7074661255, propagate_backward_time: 65.6028900146, weight_update_time: 0.1359432191, other_time: 3.0007095337
epoch time: 8.7697792053s, input_fired_time: 0.1365922838, output_fired_time: 0.0000000000, propagate_forward_time: 8.1157016754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174856186
validation[          , genome  5043] predictions:    9674/  10000 (96.74%), best:    9716/10000 (97.16%), error:      1104.21826, best error:       985.64612 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.4461746216s, input_fired_time: 1.0822217464, output_fired_time: 0.9333899021, propagate_forward_time: 43.5626754761, propagate_backward_time: 66.9400482178, weight_update_time: 0.1372392476, other_time: 3.9278411865
epoch time: 8.7212715149s, input_fired_time: 0.1343486011, output_fired_time: 0.0000000000, propagate_forward_time: 8.0698766708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170459747
validation[          , genome  5043] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       965.69147, best error:       965.69147 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.9430160522s, input_fired_time: 1.1419613361, output_fired_time: 2.0299823284, propagate_forward_time: 48.7278137207, propagate_backward_time: 72.6637878418, weight_update_time: 0.1758961082, other_time: 3.3794708252
epoch time: 8.9367027283s, input_fired_time: 0.1383574158, output_fired_time: 0.0000000000, propagate_forward_time: 8.2653818130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329637527
validation[          , genome  5043] predictions:    9658/  10000 (96.58%), best:    9719/10000 (97.19%), error:      1140.01331, best error:       965.69147 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.0929489136s, input_fired_time: 1.0823360682, output_fired_time: 0.9326829910, propagate_forward_time: 44.3563003540, propagate_backward_time: 66.7153396606, weight_update_time: 0.1374089420, other_time: 3.0062866211
epoch time: 10.0880918503s, input_fired_time: 0.1417538971, output_fired_time: 0.0000000000, propagate_forward_time: 9.4086580276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376796722
validation[          , genome  5043] predictions:    9708/  10000 (97.08%), best:    9719/10000 (97.19%), error:      1002.18317, best error:       965.69147 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 114.6897430420s, input_fired_time: 1.0759420395, output_fired_time: 0.9256498814, propagate_forward_time: 43.2800331116, propagate_backward_time: 66.3784179688, weight_update_time: 0.1362824440, other_time: 3.0296936035
epoch time: 10.0686950684s, input_fired_time: 0.1410559863, output_fired_time: 0.0000000000, propagate_forward_time: 9.3867225647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409164429
validation[          , genome  5043] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:      1067.52649, best error:       965.69147 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 116.6293640137s, input_fired_time: 1.0827522278, output_fired_time: 0.9343297482, propagate_forward_time: 42.5534400940, propagate_backward_time: 69.0304946899, weight_update_time: 0.1373409629, other_time: 3.0283584595
epoch time: 8.8119220734s, input_fired_time: 0.1356040984, output_fired_time: 0.0000000000, propagate_forward_time: 8.1534376144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228805542
validation[          , genome  5043] predictions:    9655/  10000 (96.55%), best:    9719/10000 (97.19%), error:      1153.16260, best error:       965.69147 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 117.7783813477s, input_fired_time: 1.0786161423, output_fired_time: 0.9308257699, propagate_forward_time: 44.9970550537, propagate_backward_time: 67.6947326660, weight_update_time: 0.1372735202, other_time: 3.0771560669
epoch time: 9.7376813889s, input_fired_time: 0.1383974850, output_fired_time: 0.0000000000, propagate_forward_time: 9.0657014847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335826874
validation[          , genome  5043] predictions:    9662/  10000 (96.62%), best:    9719/10000 (97.19%), error:      1083.27478, best error:       965.69147 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 136.2241058350s, input_fired_time: 1.2201117277, output_fired_time: 1.1175414324, propagate_forward_time: 51.1907386780, propagate_backward_time: 79.2905883789, weight_update_time: 0.1632884741, other_time: 3.4051361084
epoch time: 10.1379127502s, input_fired_time: 0.1418761015, output_fired_time: 0.0000000000, propagate_forward_time: 9.4624719620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335645676
validation[          , genome  5043] predictions:    9701/  10000 (97.01%), best:    9719/10000 (97.19%), error:      1024.41577, best error:       965.69147 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.4786453247s, input_fired_time: 1.0786740780, output_fired_time: 0.9345736504, propagate_forward_time: 45.4485664368, propagate_backward_time: 66.0093917847, weight_update_time: 0.1369118243, other_time: 3.0074386597
epoch time: 8.8454513550s, input_fired_time: 0.1354198605, output_fired_time: 0.0000000000, propagate_forward_time: 8.1911478043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188837051
validation[          , genome  5043] predictions:    9633/  10000 (96.33%), best:    9719/10000 (97.19%), error:      1192.80396, best error:       965.69147 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.6729278564s, input_fired_time: 1.0777778625, output_fired_time: 0.9286861420, propagate_forward_time: 45.5613212585, propagate_backward_time: 66.1054306030, weight_update_time: 0.1364711076, other_time: 2.9997177124
epoch time: 10.1104030609s, input_fired_time: 0.1422738284, output_fired_time: 0.0000000000, propagate_forward_time: 9.4164161682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517129898
validation[          , genome  5043] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       960.90015, best error:       960.90015 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 115.5756607056s, input_fired_time: 1.0826203823, output_fired_time: 0.9645034671, propagate_forward_time: 45.5671386719, propagate_backward_time: 64.9330215454, weight_update_time: 0.1459011436, other_time: 3.0283813477
epoch time: 10.1042737961s, input_fired_time: 0.1418149620, output_fired_time: 0.0000000000, propagate_forward_time: 9.4203987122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420598984
validation[          , genome  5043] predictions:    9666/  10000 (96.66%), best:    9723/10000 (97.23%), error:      1131.33423, best error:       960.90015 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.0670547485s, input_fired_time: 1.1554173231, output_fired_time: 0.9959110618, propagate_forward_time: 47.0907707214, propagate_backward_time: 73.5093917847, weight_update_time: 0.1369759738, other_time: 3.3155593872
epoch time: 10.1619834900s, input_fired_time: 0.1437897533, output_fired_time: 0.0000000000, propagate_forward_time: 9.4588632584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593309402
validation[          , genome  5043] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1022.74371, best error:       960.90015 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 116.2017822266s, input_fired_time: 1.0772186518, output_fired_time: 0.9266604185, propagate_forward_time: 45.4476623535, propagate_backward_time: 65.7225112915, weight_update_time: 0.1377367377, other_time: 3.0277328491
epoch time: 8.8860940933s, input_fired_time: 0.1379679143, output_fired_time: 0.0000000000, propagate_forward_time: 8.2123870850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357389450
validation[          , genome  5043] predictions:    9642/  10000 (96.42%), best:    9723/10000 (97.23%), error:      1237.06250, best error:       960.90015 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 116.1222610474s, input_fired_time: 1.0938570499, output_fired_time: 0.9294950962, propagate_forward_time: 44.3395729065, propagate_backward_time: 66.7050399780, weight_update_time: 0.1366215050, other_time: 3.0542984009
epoch time: 8.8852939606s, input_fired_time: 0.1383060962, output_fired_time: 0.0000000000, propagate_forward_time: 8.2181739807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288143158
validation[          , genome  5043] predictions:    9692/  10000 (96.92%), best:    9723/10000 (97.23%), error:      1060.55371, best error:       960.90015 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 127.6945800781s, input_fired_time: 1.1685196161, output_fired_time: 1.0415499210, propagate_forward_time: 49.8105430603, propagate_backward_time: 72.2436447144, weight_update_time: 0.1679146439, other_time: 3.4303207397
epoch time: 8.7081947327s, input_fired_time: 0.1353968978, output_fired_time: 0.0000000000, propagate_forward_time: 8.0482978821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244998932
validation[          , genome  5043] predictions:    9710/  10000 (97.10%), best:    9723/10000 (97.23%), error:       990.53400, best error:       960.90015 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 117.7430801392s, input_fired_time: 1.0951796770, output_fired_time: 0.9443336129, propagate_forward_time: 45.1652565002, propagate_backward_time: 67.5000457764, weight_update_time: 0.1379998326, other_time: 3.0382690430
epoch time: 9.9469404221s, input_fired_time: 0.1397814155, output_fired_time: 0.0000000000, propagate_forward_time: 9.2731151581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340442657
validation[          , genome  5043] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:       985.01666, best error:       960.90015 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 115.4090652466s, input_fired_time: 1.0843137503, output_fired_time: 0.9331762791, propagate_forward_time: 44.5738296509, propagate_backward_time: 65.7987365723, weight_update_time: 0.1370545775, other_time: 3.0190124512
epoch time: 10.0891838074s, input_fired_time: 0.1433685571, output_fired_time: 0.0000000000, propagate_forward_time: 8.3848896027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5609254837
validation[          , genome  5043] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:       995.53448, best error:       960.90015 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 117.1158065796s, input_fired_time: 1.0930734873, output_fired_time: 0.9378836751, propagate_forward_time: 42.7763786316, propagate_backward_time: 68.2458038330, weight_update_time: 0.1383071393, other_time: 4.0626678467
epoch time: 13.9347543716s, input_fired_time: 0.2491797358, output_fired_time: 0.0000000000, propagate_forward_time: 12.8385229111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8470516205
validation[          , genome  5043] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:      1083.06946, best error:       960.90015 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 115.6376113892s, input_fired_time: 1.0843411684, output_fired_time: 0.9340994358, propagate_forward_time: 44.5566062927, propagate_backward_time: 66.0385894775, weight_update_time: 0.1371275485, other_time: 3.0239715576
epoch time: 10.0972013474s, input_fired_time: 0.1415109634, output_fired_time: 0.0000000000, propagate_forward_time: 9.4015064240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541839600
validation[          , genome  5043] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1002.69208, best error:       960.90015 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 116.5377349854s, input_fired_time: 1.0853989124, output_fired_time: 0.9304952621, propagate_forward_time: 42.5770606995, propagate_backward_time: 68.9104614258, weight_update_time: 0.1376395971, other_time: 3.0343170166
epoch time: 8.9397878647s, input_fired_time: 0.1394267380, output_fired_time: 0.0000000000, propagate_forward_time: 8.2687196732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316410065
validation[          , genome  5043] predictions:    9686/  10000 (96.86%), best:    9723/10000 (97.23%), error:      1068.78613, best error:       960.90015 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 118.9853897095s, input_fired_time: 1.0867801905, output_fired_time: 0.9965079427, propagate_forward_time: 45.5179138184, propagate_backward_time: 68.3380508423, weight_update_time: 0.1454179585, other_time: 3.0461425781
epoch time: 10.4071722031s, input_fired_time: 0.1417562813, output_fired_time: 0.0000000000, propagate_forward_time: 9.7319078445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335083008
validation[          , genome  5043] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:       996.80127, best error:       960.90015 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 116.6340026855s, input_fired_time: 2.1016874313, output_fired_time: 0.9403077960, propagate_forward_time: 42.1049690247, propagate_backward_time: 68.4232406616, weight_update_time: 0.1363929361, other_time: 3.0638046265
epoch time: 10.1771707535s, input_fired_time: 0.1414376944, output_fired_time: 0.0000000000, propagate_forward_time: 9.4977588654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379743576
validation[          , genome  5043] predictions:    9689/  10000 (96.89%), best:    9723/10000 (97.23%), error:      1052.66956, best error:       960.90015 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.8875045776s, input_fired_time: 1.1499589682, output_fired_time: 1.9800651073, propagate_forward_time: 44.8999595642, propagate_backward_time: 68.7512283325, weight_update_time: 0.1421395242, other_time: 3.1063003540
epoch time: 8.9013891220s, input_fired_time: 0.1373067349, output_fired_time: 0.0000000000, propagate_forward_time: 8.2391242981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249576569
validation[          , genome  5043] predictions:    9633/  10000 (96.33%), best:    9723/10000 (97.23%), error:      1172.15881, best error:       960.90015 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 116.0765686035s, input_fired_time: 1.0790172815, output_fired_time: 0.9301875234, propagate_forward_time: 43.1963500977, propagate_backward_time: 67.8594818115, weight_update_time: 0.1360038966, other_time: 3.0115280151
epoch time: 10.3184452057s, input_fired_time: 0.1431505829, output_fired_time: 0.0000000000, propagate_forward_time: 9.6207027435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545921326
validation[          , genome  5043] predictions:    9686/  10000 (96.86%), best:    9723/10000 (97.23%), error:      1057.32690, best error:       960.90015 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.5344009399s, input_fired_time: 1.0857605934, output_fired_time: 0.9303154945, propagate_forward_time: 42.5613632202, propagate_backward_time: 68.9432830811, weight_update_time: 0.1366627067, other_time: 3.0136795044
epoch time: 8.8570079803s, input_fired_time: 0.1395644844, output_fired_time: 0.0000000000, propagate_forward_time: 8.1878614426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295820236
validation[          , genome  5043] predictions:    9646/  10000 (96.46%), best:    9723/10000 (97.23%), error:      1170.58411, best error:       960.90015 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.6280212402s, input_fired_time: 1.0900869370, output_fired_time: 1.9423447847, propagate_forward_time: 43.5764427185, propagate_backward_time: 67.0061340332, weight_update_time: 0.1369528621, other_time: 3.0130157471
epoch time: 8.8333911896s, input_fired_time: 0.1397770643, output_fired_time: 0.0000000000, propagate_forward_time: 8.1633949280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302190781
validation[          , genome  5043] predictions:    9686/  10000 (96.86%), best:    9723/10000 (97.23%), error:      1062.70276, best error:       960.90015 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 116.4339828491s, input_fired_time: 1.0979515314, output_fired_time: 0.9319521189, propagate_forward_time: 45.5045623779, propagate_backward_time: 65.8773956299, weight_update_time: 0.1369255781, other_time: 3.0221176147
epoch time: 10.1271619797s, input_fired_time: 0.1425021142, output_fired_time: 0.0000000000, propagate_forward_time: 9.4460325241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386276245
validation[          , genome  5043] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       994.93573, best error:       960.90015 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 118.3690109253s, input_fired_time: 1.1073516607, output_fired_time: 0.9443351626, propagate_forward_time: 46.2384223938, propagate_backward_time: 67.0056915283, weight_update_time: 0.1455702037, other_time: 3.0732116699
epoch time: 18.5293922424s, input_fired_time: 0.3158594072, output_fired_time: 0.0000000000, propagate_forward_time: 17.1452617645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0682716370
validation[          , genome  5043] predictions:    9575/  10000 (95.75%), best:    9723/10000 (97.23%), error:      1381.23108, best error:       960.90015 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 116.1825942993s, input_fired_time: 1.0968637466, output_fired_time: 0.9420510530, propagate_forward_time: 44.8503417969, propagate_backward_time: 66.2352142334, weight_update_time: 0.1370604932, other_time: 3.0581207275
epoch time: 10.2247390747s, input_fired_time: 0.1427332163, output_fired_time: 0.0000000000, propagate_forward_time: 8.5225172043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5594882965
validation[          , genome  5043] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:       995.49274, best error:       960.90015 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 126.2359771729s, input_fired_time: 1.2441912889, output_fired_time: 0.9922708273, propagate_forward_time: 49.0260314941, propagate_backward_time: 71.7272033691, weight_update_time: 0.1377754658, other_time: 3.2462768555
epoch time: 10.1615686417s, input_fired_time: 0.1446268857, output_fired_time: 0.0000000000, propagate_forward_time: 9.4691162109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478258133
validation[          , genome  5043] predictions:    9712/  10000 (97.12%), best:    9723/10000 (97.23%), error:       992.57922, best error:       960.90015 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.2819519043s, input_fired_time: 1.1075214148, output_fired_time: 0.9311251640, propagate_forward_time: 43.4963493347, propagate_backward_time: 67.7366867065, weight_update_time: 0.1370711774, other_time: 3.0102767944
epoch time: 8.9383897781s, input_fired_time: 0.1422171593, output_fired_time: 0.0000000000, propagate_forward_time: 8.2517013550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444717407
validation[          , genome  5043] predictions:    9710/  10000 (97.10%), best:    9723/10000 (97.23%), error:       971.40930, best error:       960.90015 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 116.2479171753s, input_fired_time: 1.1174521446, output_fired_time: 0.9315069914, propagate_forward_time: 42.4501686096, propagate_backward_time: 68.6949844360, weight_update_time: 0.1372285634, other_time: 3.0538101196
epoch time: 16.3842906952s, input_fired_time: 0.2534671128, output_fired_time: 0.0000000000, propagate_forward_time: 15.2155570984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9152660370
validation[          , genome  5043] predictions:    9653/  10000 (96.53%), best:    9723/10000 (97.23%), error:      1158.82385, best error:       960.90015 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 123.9560928345s, input_fired_time: 1.1503279209, output_fired_time: 1.0090456009, propagate_forward_time: 46.4077835083, propagate_backward_time: 72.1016311646, weight_update_time: 0.1479275227, other_time: 3.2873001099
epoch time: 8.6889286041s, input_fired_time: 0.1386257261, output_fired_time: 0.0000000000, propagate_forward_time: 8.0293426514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209598541
validation[          , genome  5043] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       945.41400, best error:       945.41400 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 124.2573013306s, input_fired_time: 1.1359807253, output_fired_time: 1.9803445339, propagate_forward_time: 43.7676734924, propagate_backward_time: 74.1851119995, weight_update_time: 0.1450535953, other_time: 3.1881942749
epoch time: 9.0200700760s, input_fired_time: 0.1430654675, output_fired_time: 0.0000000000, propagate_forward_time: 8.3344993591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425052643
validation[          , genome  5043] predictions:    9684/  10000 (96.84%), best:    9702/10000 (97.02%), error:      1095.12366, best error:       945.41400 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 117.1418762207s, input_fired_time: 1.0908417702, output_fired_time: 0.9353535771, propagate_forward_time: 45.8740615845, propagate_backward_time: 66.2347717285, weight_update_time: 0.1365370750, other_time: 3.0068435669
epoch time: 8.8192672729s, input_fired_time: 0.1398523450, output_fired_time: 0.0000000000, propagate_forward_time: 8.1480283737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313863754
validation[          , genome  5043] predictions:    9691/  10000 (96.91%), best:    9702/10000 (97.02%), error:      1040.55615, best error:       945.41400 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 135.1022338867s, input_fired_time: 1.2749530077, output_fired_time: 1.0774017572, propagate_forward_time: 50.2557487488, propagate_backward_time: 79.0931015015, weight_update_time: 0.1746932566, other_time: 3.4010238647
epoch time: 10.3348808289s, input_fired_time: 0.1446430534, output_fired_time: 0.0000000000, propagate_forward_time: 9.6392955780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509424210
validation[          , genome  5043] predictions:    9704/  10000 (97.04%), best:    9702/10000 (97.02%), error:       987.80090, best error:       945.41400 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 116.8301391602s, input_fired_time: 2.1109106541, output_fired_time: 1.8432844877, propagate_forward_time: 42.6869773865, propagate_backward_time: 67.1281051636, weight_update_time: 0.1377788633, other_time: 3.0608596802
epoch time: 8.9306163788s, input_fired_time: 0.1421605051, output_fired_time: 0.0000000000, propagate_forward_time: 8.2329282761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555276871
validation[          , genome  5043] predictions:    9633/  10000 (96.33%), best:    9702/10000 (97.02%), error:      1222.93274, best error:       945.41400 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.8806686401s, input_fired_time: 1.1928993464, output_fired_time: 0.9599737525, propagate_forward_time: 44.6005058289, propagate_backward_time: 70.9326477051, weight_update_time: 0.1376111954, other_time: 4.1946411133
epoch time: 10.1981210709s, input_fired_time: 0.1449646056, output_fired_time: 0.0000000000, propagate_forward_time: 9.5088920593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442647934
validation[          , genome  5043] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       931.03015, best error:       931.03015 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.5939865112s, input_fired_time: 1.0943924189, output_fired_time: 0.9332760572, propagate_forward_time: 43.5811386108, propagate_backward_time: 66.9730453491, weight_update_time: 0.1366186291, other_time: 3.0121383667
epoch time: 10.2205247879s, input_fired_time: 0.1440615207, output_fired_time: 0.0000000000, propagate_forward_time: 9.5336675644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427961349
validation[          , genome  5043] predictions:    9682/  10000 (96.82%), best:    9718/10000 (97.18%), error:      1023.24103, best error:       931.03015 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.7735137939s, input_fired_time: 1.0935573578, output_fired_time: 0.9296272993, propagate_forward_time: 44.3435287476, propagate_backward_time: 66.3855590820, weight_update_time: 0.1369925290, other_time: 3.0212402344
epoch time: 8.9054517746s, input_fired_time: 0.1410002857, output_fired_time: 0.0000000000, propagate_forward_time: 8.2354526520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289983749
validation[          , genome  5043] predictions:    9657/  10000 (96.57%), best:    9718/10000 (97.18%), error:      1084.98962, best error:       931.03015 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 116.8358612061s, input_fired_time: 1.1016322374, output_fired_time: 0.9396739602, propagate_forward_time: 43.6053009033, propagate_backward_time: 68.1416625977, weight_update_time: 0.1370429844, other_time: 3.0475921631
epoch time: 10.1484527588s, input_fired_time: 0.1432473063, output_fired_time: 0.0000000000, propagate_forward_time: 9.4690065384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361986160
validation[          , genome  5043] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:       988.22693, best error:       931.03015 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 115.3492660522s, input_fired_time: 1.1002334356, output_fired_time: 0.9326585531, propagate_forward_time: 43.4841384888, propagate_backward_time: 66.8535232544, weight_update_time: 0.1359067261, other_time: 2.9787139893
epoch time: 9.9704256058s, input_fired_time: 0.1418007910, output_fired_time: 0.0000000000, propagate_forward_time: 9.2912950516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373296738
validation[          , genome  5043] predictions:    9690/  10000 (96.90%), best:    9718/10000 (97.18%), error:      1053.10742, best error:       931.03015 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.7209701538s, input_fired_time: 1.0952064991, output_fired_time: 0.9351079464, propagate_forward_time: 42.4639663696, propagate_backward_time: 69.1722869873, weight_update_time: 0.1372949779, other_time: 3.0544052124
epoch time: 9.2232608795s, input_fired_time: 0.1401020437, output_fired_time: 0.0000000000, propagate_forward_time: 8.5736007690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095577240
validation[          , genome  5043] predictions:    9648/  10000 (96.48%), best:    9718/10000 (97.18%), error:      1126.44238, best error:       931.03015 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 116.2123794556s, input_fired_time: 1.1024456024, output_fired_time: 0.9371503592, propagate_forward_time: 43.9673843384, propagate_backward_time: 67.1612472534, weight_update_time: 0.1376782656, other_time: 3.0441513062
epoch time: 8.7347135544s, input_fired_time: 0.1384658962, output_fired_time: 0.0000000000, propagate_forward_time: 8.0751457214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211019516
validation[          , genome  5043] predictions:    9701/  10000 (97.01%), best:    9718/10000 (97.18%), error:       962.93848, best error:       931.03015 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 136.9115447998s, input_fired_time: 1.2524755001, output_fired_time: 1.0266631842, propagate_forward_time: 51.2575187683, propagate_backward_time: 79.9376602173, weight_update_time: 0.1522077471, other_time: 3.4372329712
epoch time: 10.2963056564s, input_fired_time: 0.1453614682, output_fired_time: 0.0000000000, propagate_forward_time: 9.5979499817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529937744
validation[          , genome  5043] predictions:    9654/  10000 (96.54%), best:    9718/10000 (97.18%), error:      1195.31531, best error:       931.03015 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 116.7252502441s, input_fired_time: 1.0971059799, output_fired_time: 0.9391936064, propagate_forward_time: 46.6045761108, propagate_backward_time: 65.0675735474, weight_update_time: 0.1372598708, other_time: 3.0167999268
epoch time: 8.5194072723s, input_fired_time: 0.1366719157, output_fired_time: 0.0000000000, propagate_forward_time: 7.8670783043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156569481
validation[          , genome  5043] predictions:    9631/  10000 (96.31%), best:    9718/10000 (97.18%), error:      1233.55359, best error:       931.03015 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.9192886353s, input_fired_time: 1.1063697338, output_fired_time: 0.9368898869, propagate_forward_time: 42.6603584290, propagate_backward_time: 69.2234878540, weight_update_time: 0.1365595609, other_time: 2.9921798706
epoch time: 10.0238618851s, input_fired_time: 0.1427772194, output_fired_time: 0.0000000000, propagate_forward_time: 8.3420515060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5390329361
validation[          , genome  5043] predictions:    9680/  10000 (96.80%), best:    9718/10000 (97.18%), error:      1046.79834, best error:       931.03015 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 125.2064819336s, input_fired_time: 1.1870669127, output_fired_time: 0.9876213670, propagate_forward_time: 46.5547828674, propagate_backward_time: 73.2083282471, weight_update_time: 0.1531678438, other_time: 3.2686767578
epoch time: 8.9362258911s, input_fired_time: 0.1426286697, output_fired_time: 0.0000000000, propagate_forward_time: 8.2601346970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334625244
validation[          , genome  5043] predictions:    9646/  10000 (96.46%), best:    9718/10000 (97.18%), error:      1150.21826, best error:       931.03015 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 117.4489212036s, input_fired_time: 1.1064839363, output_fired_time: 0.9366366863, propagate_forward_time: 44.9130783081, propagate_backward_time: 67.4411239624, weight_update_time: 0.1393394023, other_time: 3.0515975952
epoch time: 10.1576385498s, input_fired_time: 0.1449655592, output_fired_time: 0.0000000000, propagate_forward_time: 9.4763631821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363101959
validation[          , genome  5043] predictions:    9587/  10000 (95.87%), best:    9718/10000 (97.18%), error:      1350.36926, best error:       931.03015 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 116.5930709839s, input_fired_time: 1.1021206379, output_fired_time: 0.9338477850, propagate_forward_time: 42.7314872742, propagate_backward_time: 68.8113479614, weight_update_time: 0.1368849427, other_time: 3.0142745972
epoch time: 9.1084699631s, input_fired_time: 0.1430620998, output_fired_time: 0.0000000000, propagate_forward_time: 8.4296331406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357751846
validation[          , genome  5043] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:      1011.48950, best error:       931.03015 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 116.2679901123s, input_fired_time: 1.1063994169, output_fired_time: 0.9288567305, propagate_forward_time: 46.5203933716, propagate_backward_time: 64.6939086914, weight_update_time: 0.1368782073, other_time: 3.0184326172
epoch time: 8.7036800385s, input_fired_time: 0.1383589208, output_fired_time: 0.0000000000, propagate_forward_time: 8.0493593216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159616470
validation[          , genome  5043] predictions:    9640/  10000 (96.40%), best:    9718/10000 (97.18%), error:      1168.16846, best error:       931.03015 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 132.2971038818s, input_fired_time: 1.1872755289, output_fired_time: 1.0349493027, propagate_forward_time: 48.1697616577, propagate_backward_time: 78.5512619019, weight_update_time: 0.1408260018, other_time: 3.3538665771
epoch time: 8.8506040573s, input_fired_time: 0.1415300667, output_fired_time: 0.0000000000, propagate_forward_time: 8.1860570908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230169296
validation[          , genome  5043] predictions:    9660/  10000 (96.60%), best:    9718/10000 (97.18%), error:      1061.66016, best error:       931.03015 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 116.5305786133s, input_fired_time: 1.1008919477, output_fired_time: 0.9327843189, propagate_forward_time: 45.5763931274, propagate_backward_time: 65.8854522705, weight_update_time: 0.1370306760, other_time: 3.0350570679
epoch time: 10.3126049042s, input_fired_time: 0.1456404626, output_fired_time: 0.0000000000, propagate_forward_time: 9.6233711243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435934067
validation[          , genome  5043] predictions:    9651/  10000 (96.51%), best:    9718/10000 (97.18%), error:      1082.21289, best error:       931.03015 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 116.5774688721s, input_fired_time: 1.1041420698, output_fired_time: 0.9312310815, propagate_forward_time: 44.5456809998, propagate_backward_time: 66.9961624146, weight_update_time: 0.1364168674, other_time: 3.0002517700
epoch time: 8.9699268341s, input_fired_time: 0.1431017667, output_fired_time: 0.0000000000, propagate_forward_time: 8.2946825027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321426392
validation[          , genome  5043] predictions:    9698/  10000 (96.98%), best:    9718/10000 (97.18%), error:      1007.97339, best error:       931.03015 on epoch:    84, 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: 54.9759025574s, input_fired_time: 0.8050128818, output_fired_time: 0.0000000000, propagate_forward_time: 50.8654098511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3054809570
best training[          , genome  5043] predictions:   49491/  50000 (98.98%), best:    9718/10000 (97.18%), error:      1995.50391, best error:       931.03015 on epoch:    84, 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: 9.0624179840s, input_fired_time: 0.1406205148, output_fired_time: 0.0000000000, propagate_forward_time: 8.3919725418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298252106
   testing[          , genome  5043] predictions:    9761/  10000 (97.61%), best:    9718/10000 (97.18%), error:       811.82037, best error:       931.03015 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:44:48 (5008): called boinc_finish(0)

</stderr_txt>
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