Nameexact_genome_1512568488_45_6863_1
Workunit2605510
Created7 Dec 2017, 22:22:10 UTC
Sent7 Dec 2017, 22:25:35 UTC
Report deadline14 Dec 2017, 22:11:00 UTC
Received8 Dec 2017, 9:42:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 33 min 39 sec
CPU time2 hours 29 min 38 sec
Validate stateValid
Credit1,747.47
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.77 MB
Peak swap size2,591.43 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 85.1357955933s, input_fired_time: 0.6650595665, output_fired_time: 0.4752853811, propagate_forward_time: 25.8746910095, propagate_backward_time: 56.2771453857, weight_update_time: 0.1096902937, other_time: 1.8436088562
epoch time: 5.6492638588s, input_fired_time: 0.0881377533, output_fired_time: 0.0000000000, propagate_forward_time: 5.2209701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401560783
validation[          , genome  6863] predictions:    9581/  10000 (95.81%), best:    9682/10000 (96.82%), error:      1404.21179, best error:      1081.73779 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.2909393311s, input_fired_time: 0.6800689101, output_fired_time: 0.4700539410, propagate_forward_time: 25.9173851013, propagate_backward_time: 56.3739395142, weight_update_time: 0.1094441488, other_time: 1.8494911194
epoch time: 5.6106486320s, input_fired_time: 0.0868687704, output_fired_time: 0.0000000000, propagate_forward_time: 5.1921377182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316421509
validation[          , genome  6863] predictions:    9657/  10000 (96.57%), best:    9682/10000 (96.82%), error:      1169.37854, best error:      1081.73779 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.1777496338s, input_fired_time: 0.6760703325, output_fired_time: 0.4848077595, propagate_forward_time: 25.8932971954, propagate_backward_time: 56.2711372375, weight_update_time: 0.1107062325, other_time: 1.8524360657
epoch time: 5.6140589714s, input_fired_time: 0.0874931142, output_fired_time: 0.0000000000, propagate_forward_time: 5.1798124313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467535973
validation[          , genome  6863] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1014.14789, best error:      1014.14789 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 85.1511001587s, input_fired_time: 0.6747545004, output_fired_time: 0.4690063000, propagate_forward_time: 25.9092369080, propagate_backward_time: 56.2521667480, weight_update_time: 0.1160261333, other_time: 1.8459358215
epoch time: 5.6061592102s, input_fired_time: 0.0905269682, output_fired_time: 0.0000000000, propagate_forward_time: 5.1882004738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274316788
validation[          , genome  6863] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       983.52905, best error:       983.52905 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 85.2731552124s, input_fired_time: 0.6675463319, output_fired_time: 0.4716066122, propagate_forward_time: 26.0010261536, propagate_backward_time: 56.2955513000, weight_update_time: 0.1114158258, other_time: 1.8374252319
epoch time: 5.5797080994s, input_fired_time: 0.0887362361, output_fired_time: 0.0000000000, propagate_forward_time: 5.1589221954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320498466
validation[          , genome  6863] predictions:    9706/  10000 (97.06%), best:    9704/10000 (97.04%), error:       992.71399, best error:       983.52905 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.2490158081s, input_fired_time: 0.6860666871, output_fired_time: 0.4724784791, propagate_forward_time: 25.9996871948, propagate_backward_time: 56.2354202271, weight_update_time: 0.1127858087, other_time: 1.8553619385
epoch time: 5.6516642570s, input_fired_time: 0.0952013656, output_fired_time: 0.0000000000, propagate_forward_time: 5.2233033180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331594467
validation[          , genome  6863] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       961.77185, best error:       961.77185 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.0201950073s, input_fired_time: 0.6713542342, output_fired_time: 0.4667526186, propagate_forward_time: 25.9354286194, propagate_backward_time: 56.1086349487, weight_update_time: 0.1095338166, other_time: 1.8380241394
epoch time: 5.5857062340s, input_fired_time: 0.0861608833, output_fired_time: 0.0000000000, propagate_forward_time: 5.1675515175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319940567
validation[          , genome  6863] predictions:    9667/  10000 (96.67%), best:    9716/10000 (97.16%), error:      1067.84485, best error:       961.77185 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 85.3187561035s, input_fired_time: 0.6773480773, output_fired_time: 0.4671885371, propagate_forward_time: 25.9072399139, propagate_backward_time: 56.4141883850, weight_update_time: 0.1130423620, other_time: 1.8527946472
epoch time: 5.6038885117s, input_fired_time: 0.0879579633, output_fired_time: 0.0000000000, propagate_forward_time: 5.1754641533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404664993
validation[          , genome  6863] predictions:    9719/  10000 (97.19%), best:    9716/10000 (97.16%), error:       962.81396, best error:       961.77185 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 85.1586608887s, input_fired_time: 0.6605766416, output_fired_time: 0.4734095335, propagate_forward_time: 25.9284515381, propagate_backward_time: 56.2576522827, weight_update_time: 0.1093463078, other_time: 1.8385696411
epoch time: 5.5932736397s, input_fired_time: 0.0870285779, output_fired_time: 0.0000000000, propagate_forward_time: 5.1769490242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292961121
validation[          , genome  6863] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       894.36420, best error:       894.36420 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 85.0466537476s, input_fired_time: 0.6645529270, output_fired_time: 0.4748888016, propagate_forward_time: 25.9356384277, propagate_backward_time: 56.1350860596, weight_update_time: 0.1099332646, other_time: 1.8364868164
epoch time: 5.5572571754s, input_fired_time: 0.0871282518, output_fired_time: 0.0000000000, propagate_forward_time: 5.1384539604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316750526
validation[          , genome  6863] predictions:    9653/  10000 (96.53%), best:    9730/10000 (97.30%), error:      1137.95886, best error:       894.36420 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.2768859863s, input_fired_time: 0.6722913980, output_fired_time: 0.4717136621, propagate_forward_time: 26.0055980682, propagate_backward_time: 56.2829208374, weight_update_time: 0.1120042354, other_time: 1.8443603516
epoch time: 5.5792994499s, input_fired_time: 0.0906183347, output_fired_time: 0.0000000000, propagate_forward_time: 5.1620545387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266267776
validation[          , genome  6863] predictions:    9741/  10000 (97.41%), best:    9730/10000 (97.30%), error:       901.27393, best error:       894.36420 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.1212997437s, input_fired_time: 0.6811829209, output_fired_time: 0.4685055912, propagate_forward_time: 25.9537773132, propagate_backward_time: 56.1749649048, weight_update_time: 0.1160949692, other_time: 1.8428688049
epoch time: 5.6489276886s, input_fired_time: 0.0901840776, output_fired_time: 0.0000000000, propagate_forward_time: 5.2095508575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491926193
validation[          , genome  6863] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1118.52930, best error:       894.36420 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.1436080933s, input_fired_time: 0.6816530228, output_fired_time: 0.4718976021, propagate_forward_time: 25.9759922028, propagate_backward_time: 56.1565437317, weight_update_time: 0.1156981066, other_time: 1.8575172424
epoch time: 5.6116652489s, input_fired_time: 0.0944715366, output_fired_time: 0.0000000000, propagate_forward_time: 5.1817407608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354530334
validation[          , genome  6863] predictions:    9704/  10000 (97.04%), best:    9730/10000 (97.30%), error:       962.05334, best error:       894.36420 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.2477951050s, input_fired_time: 0.6766003966, output_fired_time: 0.4696083665, propagate_forward_time: 25.9562244415, propagate_backward_time: 56.2963027954, weight_update_time: 0.1099709719, other_time: 1.8490600586
epoch time: 5.6317873001s, input_fired_time: 0.0940460116, output_fired_time: 0.0000000000, propagate_forward_time: 5.1886525154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490886688
validation[          , genome  6863] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       915.91876, best error:       894.36420 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.1850891113s, input_fired_time: 0.6742434502, output_fired_time: 0.4794806540, propagate_forward_time: 25.9567718506, propagate_backward_time: 56.2406692505, weight_update_time: 0.1097128689, other_time: 1.8339309692
epoch time: 5.6165404320s, input_fired_time: 0.0914044827, output_fired_time: 0.0000000000, propagate_forward_time: 5.1939916611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311443329
validation[          , genome  6863] predictions:    9722/  10000 (97.22%), best:    9730/10000 (97.30%), error:       936.51117, best error:       894.36420 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 85.2435684204s, input_fired_time: 0.6721237898, output_fired_time: 0.4821091890, propagate_forward_time: 25.9300289154, propagate_backward_time: 56.3147735596, weight_update_time: 0.1135335341, other_time: 1.8445281982
epoch time: 5.6008315086s, input_fired_time: 0.0892334804, output_fired_time: 0.0000000000, propagate_forward_time: 5.1790227890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325753212
validation[          , genome  6863] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       979.36218, best error:       894.36420 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.2333526611s, input_fired_time: 0.6833246946, output_fired_time: 0.4792251587, propagate_forward_time: 26.0154781342, propagate_backward_time: 56.2240753174, weight_update_time: 0.1124178395, other_time: 1.8312454224
epoch time: 5.5355453491s, input_fired_time: 0.0874916390, output_fired_time: 0.0000000000, propagate_forward_time: 5.1208667755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271870613
validation[          , genome  6863] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       890.06073, best error:       890.06073 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.0698547363s, input_fired_time: 0.6748440862, output_fired_time: 0.4632297754, propagate_forward_time: 25.9718856812, propagate_backward_time: 56.1154174805, weight_update_time: 0.1111141369, other_time: 1.8444824219
epoch time: 5.6092901230s, input_fired_time: 0.0882978365, output_fired_time: 0.0000000000, propagate_forward_time: 5.1908907890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301014900
validation[          , genome  6863] predictions:    9666/  10000 (96.66%), best:    9737/10000 (97.37%), error:      1054.99866, best error:       890.06073 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.2854614258s, input_fired_time: 0.6768003702, output_fired_time: 0.4664010406, propagate_forward_time: 26.0000133514, propagate_backward_time: 56.2935028076, weight_update_time: 0.1103316769, other_time: 1.8487396240
epoch time: 5.6050891876s, input_fired_time: 0.0888991877, output_fired_time: 0.0000000000, propagate_forward_time: 5.1806755066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355145454
validation[          , genome  6863] predictions:    9717/  10000 (97.17%), best:    9737/10000 (97.37%), error:       946.32227, best error:       890.06073 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.1921310425s, input_fired_time: 0.6776901484, output_fired_time: 0.4817260206, propagate_forward_time: 25.9446315765, propagate_backward_time: 56.2379531860, weight_update_time: 0.1099743322, other_time: 1.8501281738
epoch time: 5.7195134163s, input_fired_time: 0.0896176249, output_fired_time: 0.0000000000, propagate_forward_time: 5.2911186218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387770653
validation[          , genome  6863] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       809.54102, best error:       809.54102 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.3282089233s, input_fired_time: 0.6784147620, output_fired_time: 0.4739369154, propagate_forward_time: 25.9972591400, propagate_backward_time: 56.3472061157, weight_update_time: 0.1129486635, other_time: 1.8313903809
epoch time: 5.6394915581s, input_fired_time: 0.0883726776, output_fired_time: 0.0000000000, propagate_forward_time: 5.2193336487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317852020
validation[          , genome  6863] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       858.61200, best error:       809.54102 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.0593948364s, input_fired_time: 0.6756343842, output_fired_time: 0.4689526260, propagate_forward_time: 25.8537845612, propagate_backward_time: 56.2323951721, weight_update_time: 0.1147974730, other_time: 1.8286247253
epoch time: 5.6100506783s, input_fired_time: 0.0900344476, output_fired_time: 0.0000000000, propagate_forward_time: 5.1822266579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377895355
validation[          , genome  6863] predictions:    9634/  10000 (96.34%), best:    9764/10000 (97.64%), error:      1189.46741, best error:       809.54102 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.2221527100s, input_fired_time: 0.6844047308, output_fired_time: 0.4705525935, propagate_forward_time: 25.9742488861, propagate_backward_time: 56.2509727478, weight_update_time: 0.1105043814, other_time: 1.8419761658
epoch time: 5.6190266609s, input_fired_time: 0.0881098062, output_fired_time: 0.0000000000, propagate_forward_time: 5.2005124092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304042816
validation[          , genome  6863] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       903.13116, best error:       809.54102 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.1497802734s, input_fired_time: 0.6828631759, output_fired_time: 0.4627898932, propagate_forward_time: 25.9160861969, propagate_backward_time: 56.2569694519, weight_update_time: 0.1090498716, other_time: 1.8310737610
epoch time: 5.7874469757s, input_fired_time: 0.0921762809, output_fired_time: 0.0000000000, propagate_forward_time: 5.3577756882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374948502
validation[          , genome  6863] predictions:    9701/  10000 (97.01%), best:    9764/10000 (97.64%), error:       984.39539, best error:       809.54102 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.2578506470s, input_fired_time: 0.6779795289, output_fired_time: 0.4771633744, propagate_forward_time: 25.9743003845, propagate_backward_time: 56.2888679504, weight_update_time: 0.1104819775, other_time: 1.8395385742
epoch time: 5.6157336235s, input_fired_time: 0.0898125917, output_fired_time: 0.0000000000, propagate_forward_time: 5.1900153160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359055519
validation[          , genome  6863] predictions:    9728/  10000 (97.28%), best:    9764/10000 (97.64%), error:       948.22449, best error:       809.54102 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.4621276855s, input_fired_time: 0.6785937548, output_fired_time: 0.4677037597, propagate_forward_time: 26.0219230652, propagate_backward_time: 56.4362716675, weight_update_time: 0.1140638739, other_time: 1.8576316833
epoch time: 5.6462535858s, input_fired_time: 0.0882113725, output_fired_time: 0.0000000000, propagate_forward_time: 5.2228827477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351593018
validation[          , genome  6863] predictions:    9700/  10000 (97.00%), best:    9764/10000 (97.64%), error:       995.85260, best error:       809.54102 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.2558059692s, input_fired_time: 0.6816715002, output_fired_time: 0.4721288383, propagate_forward_time: 25.9587574005, propagate_backward_time: 56.3027038574, weight_update_time: 0.1091541275, other_time: 1.8405456543
epoch time: 5.5829424858s, input_fired_time: 0.0880488530, output_fired_time: 0.0000000000, propagate_forward_time: 5.1654462814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294472694
validation[          , genome  6863] predictions:    9662/  10000 (96.62%), best:    9764/10000 (97.64%), error:      1102.38123, best error:       809.54102 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 85.3159866333s, input_fired_time: 0.6753916740, output_fired_time: 0.4672046602, propagate_forward_time: 25.9952564240, propagate_backward_time: 56.3346328735, weight_update_time: 0.1157343760, other_time: 1.8435058594
epoch time: 5.6564068794s, input_fired_time: 0.0882978439, output_fired_time: 0.0000000000, propagate_forward_time: 5.2370729446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310360909
validation[          , genome  6863] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       898.57477, best error:       809.54102 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.1548156738s, input_fired_time: 0.6929202676, output_fired_time: 0.4652303457, propagate_forward_time: 25.9476013184, propagate_backward_time: 56.2066993713, weight_update_time: 0.1141794324, other_time: 1.8423652649
epoch time: 5.6041073799s, input_fired_time: 0.0924940258, output_fired_time: 0.0000000000, propagate_forward_time: 5.1792826653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323307037
validation[          , genome  6863] predictions:    9684/  10000 (96.84%), best:    9764/10000 (97.64%), error:      1019.65717, best error:       809.54102 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.3170852661s, input_fired_time: 0.6937004924, output_fired_time: 0.4703084826, propagate_forward_time: 26.0497932434, propagate_backward_time: 56.2570075989, weight_update_time: 0.1115525812, other_time: 1.8462753296
epoch time: 5.5984616280s, input_fired_time: 0.0947624594, output_fired_time: 0.0000000000, propagate_forward_time: 5.1705646515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331346512
validation[          , genome  6863] predictions:    9711/  10000 (97.11%), best:    9764/10000 (97.64%), error:       954.72803, best error:       809.54102 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.1759948730s, input_fired_time: 0.6820942163, output_fired_time: 0.4665097892, propagate_forward_time: 25.9687271118, propagate_backward_time: 56.2051353455, weight_update_time: 0.1137201563, other_time: 1.8535346985
epoch time: 5.6264781952s, input_fired_time: 0.0944356844, output_fired_time: 0.0000000000, propagate_forward_time: 5.1980328560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340096474
validation[          , genome  6863] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       951.11615, best error:       809.54102 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.2625656128s, input_fired_time: 0.6774400473, output_fired_time: 0.4663736820, propagate_forward_time: 25.9734439850, propagate_backward_time: 56.2978439331, weight_update_time: 0.1112690121, other_time: 1.8474655151
epoch time: 5.6267766953s, input_fired_time: 0.0940148532, output_fired_time: 0.0000000000, propagate_forward_time: 5.2013244629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314375877
validation[          , genome  6863] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       912.38702, best error:       809.54102 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.1919250488s, input_fired_time: 0.6831666827, output_fired_time: 0.4729153514, propagate_forward_time: 25.9733009338, propagate_backward_time: 56.2276420593, weight_update_time: 0.1134651154, other_time: 1.8348999023
epoch time: 5.6740136147s, input_fired_time: 0.0997596532, output_fired_time: 0.0000000000, propagate_forward_time: 5.2420701981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321838379
validation[          , genome  6863] predictions:    9644/  10000 (96.44%), best:    9764/10000 (97.64%), error:      1131.72095, best error:       809.54102 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 85.2346496582s, input_fired_time: 0.6840521097, output_fired_time: 0.4796431661, propagate_forward_time: 25.9442958832, propagate_backward_time: 56.2811164856, weight_update_time: 0.1125747561, other_time: 1.8455390930
epoch time: 5.5723514557s, input_fired_time: 0.0897664055, output_fired_time: 0.0000000000, propagate_forward_time: 5.1541152000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284697533
validation[          , genome  6863] predictions:    9741/  10000 (97.41%), best:    9764/10000 (97.64%), error:       856.55573, best error:       809.54102 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 85.1029891968s, input_fired_time: 0.6884798408, output_fired_time: 0.4741622806, propagate_forward_time: 25.8906078339, propagate_backward_time: 56.2123222351, weight_update_time: 0.1098589078, other_time: 1.8374214172
epoch time: 5.5978660583s, input_fired_time: 0.0887027681, output_fired_time: 0.0000000000, propagate_forward_time: 5.1703143120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388490677
validation[          , genome  6863] predictions:    9630/  10000 (96.30%), best:    9764/10000 (97.64%), error:      1178.96375, best error:       809.54102 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.9826965332s, input_fired_time: 0.6787071228, output_fired_time: 0.4712697864, propagate_forward_time: 25.9215011597, propagate_backward_time: 56.0665931702, weight_update_time: 0.1089719310, other_time: 1.8446235657
epoch time: 5.5538640022s, input_fired_time: 0.0889273956, output_fired_time: 0.0000000000, propagate_forward_time: 5.1351470947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297896385
validation[          , genome  6863] predictions:    9707/  10000 (97.07%), best:    9764/10000 (97.64%), error:       929.21753, best error:       809.54102 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.2392044067s, input_fired_time: 0.6953123808, output_fired_time: 0.4752703011, propagate_forward_time: 25.9979534149, propagate_backward_time: 56.2392272949, weight_update_time: 0.1114441380, other_time: 1.8314361572
epoch time: 5.6743764877s, input_fired_time: 0.0894258246, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484240532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365263939
validation[          , genome  6863] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       900.65759, best error:       809.54102 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.0782699585s, input_fired_time: 0.6866804957, output_fired_time: 0.4687466323, propagate_forward_time: 25.9070205688, propagate_backward_time: 56.1564826965, weight_update_time: 0.1110006571, other_time: 1.8593330383
epoch time: 5.6251139641s, input_fired_time: 0.0911893547, output_fired_time: 0.0000000000, propagate_forward_time: 5.1920843124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418402672
validation[          , genome  6863] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       946.85815, best error:       809.54102 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.1646347046s, input_fired_time: 0.6859222651, output_fired_time: 0.4716452956, propagate_forward_time: 25.9637260437, propagate_backward_time: 56.2049140930, weight_update_time: 0.1160704046, other_time: 1.8384323120
epoch time: 5.6119751930s, input_fired_time: 0.0935773700, output_fired_time: 0.0000000000, propagate_forward_time: 5.1860566139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323411942
validation[          , genome  6863] predictions:    9725/  10000 (97.25%), best:    9764/10000 (97.64%), error:       881.40088, best error:       809.54102 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 85.4785079956s, input_fired_time: 0.6892006397, output_fired_time: 0.4731684625, propagate_forward_time: 25.9582653046, propagate_backward_time: 56.5217666626, weight_update_time: 0.1158889532, other_time: 1.8361053467
epoch time: 5.6056623459s, input_fired_time: 0.0892563015, output_fired_time: 0.0000000000, propagate_forward_time: 5.1823682785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340377808
validation[          , genome  6863] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       836.44794, best error:       809.54102 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 85.1856536865s, input_fired_time: 0.6854401827, output_fired_time: 0.4736830592, propagate_forward_time: 25.8894119263, propagate_backward_time: 56.3072738647, weight_update_time: 0.1118132025, other_time: 1.8298416138
epoch time: 5.6341271400s, input_fired_time: 0.0902947262, output_fired_time: 0.0000000000, propagate_forward_time: 5.2122235298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316087723
validation[          , genome  6863] predictions:    9741/  10000 (97.41%), best:    9764/10000 (97.64%), error:       829.50952, best error:       809.54102 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.1262741089s, input_fired_time: 0.6826502681, output_fired_time: 0.4721438587, propagate_forward_time: 25.9930114746, propagate_backward_time: 56.1360054016, weight_update_time: 0.1099942625, other_time: 1.8424644470
epoch time: 5.6030645370s, input_fired_time: 0.0938337445, output_fired_time: 0.0000000000, propagate_forward_time: 5.1814212799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278093338
validation[          , genome  6863] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       821.56641, best error:       809.54102 on epoch:    33, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.0936660767s, input_fired_time: 0.6876685023, output_fired_time: 0.4850086272, propagate_forward_time: 25.9142971039, propagate_backward_time: 56.1666526794, weight_update_time: 0.1115322188, other_time: 1.8400382996
epoch time: 5.5699219704s, input_fired_time: 0.0902579129, output_fired_time: 0.0000000000, propagate_forward_time: 5.1483860016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312778473
validation[          , genome  6863] predictions:    9659/  10000 (96.59%), best:    9764/10000 (97.64%), error:      1069.83582, best error:       809.54102 on epoch:    33, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.3864669800s, input_fired_time: 0.6838462353, output_fired_time: 0.4668648243, propagate_forward_time: 25.9957180023, propagate_backward_time: 56.4004096985, weight_update_time: 0.1106936708, other_time: 1.8396263123
epoch time: 5.6212291718s, input_fired_time: 0.0903991163, output_fired_time: 0.0000000000, propagate_forward_time: 5.1985912323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322386742
validation[          , genome  6863] predictions:    9688/  10000 (96.88%), best:    9764/10000 (97.64%), error:       967.59680, best error:       809.54102 on epoch:    33, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.9734802246s, input_fired_time: 0.6819877625, output_fired_time: 0.4780210555, propagate_forward_time: 25.8403701782, propagate_backward_time: 56.1267738342, weight_update_time: 0.1124078333, other_time: 1.8463249207
epoch time: 5.6237635612s, input_fired_time: 0.0963381976, output_fired_time: 0.0000000000, propagate_forward_time: 5.1953907013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320345879
validation[          , genome  6863] predictions:    9707/  10000 (97.07%), best:    9764/10000 (97.64%), error:      1010.37738, best error:       809.54102 on epoch:    33, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.2775421143s, input_fired_time: 0.6898945570, output_fired_time: 0.4690770805, propagate_forward_time: 25.9740676880, propagate_backward_time: 56.3087768555, weight_update_time: 0.1104724109, other_time: 1.8357238770
epoch time: 5.6274752617s, input_fired_time: 0.0903134793, output_fired_time: 0.0000000000, propagate_forward_time: 5.2052397728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319220543
validation[          , genome  6863] predictions:    9687/  10000 (96.87%), best:    9764/10000 (97.64%), error:      1019.55511, best error:       809.54102 on epoch:    33, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.2922363281s, input_fired_time: 0.6883342862, output_fired_time: 0.4698632658, propagate_forward_time: 26.0094413757, propagate_backward_time: 56.2880020142, weight_update_time: 0.1098563448, other_time: 1.8365974426
epoch time: 5.6368403435s, input_fired_time: 0.0903254375, output_fired_time: 0.0000000000, propagate_forward_time: 5.2139525414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325624466
validation[          , genome  6863] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       908.99567, best error:       809.54102 on epoch:    33, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.4352111816s, input_fired_time: 0.6908573508, output_fired_time: 0.4774545431, propagate_forward_time: 25.9876079559, propagate_backward_time: 56.4256362915, weight_update_time: 0.1102789193, other_time: 1.8536529541
epoch time: 5.6833944321s, input_fired_time: 0.0940256864, output_fired_time: 0.0000000000, propagate_forward_time: 5.2530856133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362832069
validation[          , genome  6863] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       825.06653, best error:       809.54102 on epoch:    33, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.2146759033s, input_fired_time: 0.6783447862, output_fired_time: 0.4726068079, propagate_forward_time: 25.9144096375, propagate_backward_time: 56.3117980957, weight_update_time: 0.1134196743, other_time: 1.8375129700
epoch time: 5.6058144569s, input_fired_time: 0.0892608240, output_fired_time: 0.0000000000, propagate_forward_time: 5.1837954521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327579498
validation[          , genome  6863] predictions:    9716/  10000 (97.16%), best:    9764/10000 (97.64%), error:       952.88898, best error:       809.54102 on epoch:    33, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 85.6043167114s, input_fired_time: 0.7041026354, output_fired_time: 0.4696571231, propagate_forward_time: 26.1168785095, propagate_backward_time: 56.4721794128, weight_update_time: 0.1128106043, other_time: 1.8414993286
epoch time: 5.5968756676s, input_fired_time: 0.0901890695, output_fired_time: 0.0000000000, propagate_forward_time: 5.1761760712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305106163
validation[          , genome  6863] predictions:    9711/  10000 (97.11%), best:    9764/10000 (97.64%), error:       944.00397, best error:       809.54102 on epoch:    33, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.2102584839s, input_fired_time: 0.6846894622, output_fired_time: 0.4769378901, propagate_forward_time: 25.8575420380, propagate_backward_time: 56.3622131348, weight_update_time: 0.1117924526, other_time: 1.8288726807
epoch time: 5.6551690102s, input_fired_time: 0.0912269354, output_fired_time: 0.0000000000, propagate_forward_time: 5.2273645401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365774155
validation[          , genome  6863] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       894.90234, best error:       809.54102 on epoch:    33, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 85.1463394165s, input_fired_time: 0.6847583652, output_fired_time: 0.4800731242, propagate_forward_time: 25.9436302185, propagate_backward_time: 56.2066650391, weight_update_time: 0.1095499024, other_time: 1.8312110901
epoch time: 5.6046271324s, input_fired_time: 0.0970706344, output_fired_time: 0.0000000000, propagate_forward_time: 5.1714119911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361444473
validation[          , genome  6863] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       915.13318, best error:       809.54102 on epoch:    33, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 85.1980743408s, input_fired_time: 0.6987850666, output_fired_time: 0.4644938111, propagate_forward_time: 25.9164962769, propagate_backward_time: 56.2892265320, weight_update_time: 0.1095928699, other_time: 1.8290748596
epoch time: 5.7488822937s, input_fired_time: 0.0939743668, output_fired_time: 0.0000000000, propagate_forward_time: 5.3075351715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473725319
validation[          , genome  6863] predictions:    9718/  10000 (97.18%), best:    9764/10000 (97.64%), error:       922.20618, best error:       809.54102 on epoch:    33, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.0285491943s, input_fired_time: 0.6910252571, output_fired_time: 0.4745767415, propagate_forward_time: 25.8589153290, propagate_backward_time: 56.1774864197, weight_update_time: 0.1090133935, other_time: 1.8265419006
epoch time: 5.5855588913s, input_fired_time: 0.0969833210, output_fired_time: 0.0000000000, propagate_forward_time: 5.1595873833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289880753
validation[          , genome  6863] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       847.12726, best error:       809.54102 on epoch:    33, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.2825698853s, input_fired_time: 0.6914891601, output_fired_time: 0.4741377532, propagate_forward_time: 25.9678688049, propagate_backward_time: 56.3161048889, weight_update_time: 0.1169697195, other_time: 1.8329696655
epoch time: 5.6268944740s, input_fired_time: 0.0919248387, output_fired_time: 0.0000000000, propagate_forward_time: 5.1983699799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365998268
validation[          , genome  6863] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       839.70868, best error:       809.54102 on epoch:    33, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 85.2579574585s, input_fired_time: 0.6966760159, output_fired_time: 0.4664638937, propagate_forward_time: 25.9776172638, propagate_backward_time: 56.2911262512, weight_update_time: 0.1102462709, other_time: 1.8260765076
epoch time: 5.6253919601s, input_fired_time: 0.0951090902, output_fired_time: 0.0000000000, propagate_forward_time: 5.1973876953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328952789
validation[          , genome  6863] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       902.15619, best error:       809.54102 on epoch:    33, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.1186752319s, input_fired_time: 0.6844288111, output_fired_time: 0.4658622742, propagate_forward_time: 25.9802856445, propagate_backward_time: 56.1486549377, weight_update_time: 0.1098019406, other_time: 1.8394432068
epoch time: 5.6081457138s, input_fired_time: 0.0911413208, output_fired_time: 0.0000000000, propagate_forward_time: 5.1812906265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357138634
validation[          , genome  6863] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       919.67877, best error:       809.54102 on epoch:    33, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.0512619019s, input_fired_time: 0.7057541013, output_fired_time: 0.4672096670, propagate_forward_time: 25.8975505829, propagate_backward_time: 56.1379051208, weight_update_time: 0.1124181524, other_time: 1.8428382874
epoch time: 5.5847458839s, input_fired_time: 0.0904213637, output_fired_time: 0.0000000000, propagate_forward_time: 5.1628518105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314728737
validation[          , genome  6863] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       875.67059, best error:       809.54102 on epoch:    33, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 85.3473968506s, input_fired_time: 0.7022655606, output_fired_time: 0.4848446846, propagate_forward_time: 25.9799041748, propagate_backward_time: 56.3428115845, weight_update_time: 0.1105537266, other_time: 1.8375701904
epoch time: 5.6399264336s, input_fired_time: 0.0929032639, output_fired_time: 0.0000000000, propagate_forward_time: 5.2041144371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429088593
validation[          , genome  6863] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       845.83154, best error:       809.54102 on epoch:    33, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.5499725342s, input_fired_time: 0.6943287849, output_fired_time: 0.4813395739, propagate_forward_time: 26.0997829437, propagate_backward_time: 56.4213676453, weight_update_time: 0.1144134775, other_time: 1.8531532288
epoch time: 5.5996832848s, input_fired_time: 0.0914224237, output_fired_time: 0.0000000000, propagate_forward_time: 5.1671829224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410778046
validation[          , genome  6863] predictions:    9626/  10000 (96.26%), best:    9764/10000 (97.64%), error:      1268.98022, best error:       809.54102 on epoch:    33, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.3700637817s, input_fired_time: 0.6949981451, output_fired_time: 0.4718702137, propagate_forward_time: 25.9963188171, propagate_backward_time: 56.3644447327, weight_update_time: 0.1140812412, other_time: 1.8424301147
epoch time: 5.6229710579s, input_fired_time: 0.0936378464, output_fired_time: 0.0000000000, propagate_forward_time: 5.1996703148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296627998
validation[          , genome  6863] predictions:    9723/  10000 (97.23%), best:    9764/10000 (97.64%), error:       914.23828, best error:       809.54102 on epoch:    33, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.1265487671s, input_fired_time: 0.7016473413, output_fired_time: 0.4832625985, propagate_forward_time: 25.9074821472, propagate_backward_time: 56.1963081360, weight_update_time: 0.1101471782, other_time: 1.8378524780
epoch time: 5.5979461670s, input_fired_time: 0.0937892124, output_fired_time: 0.0000000000, propagate_forward_time: 5.1752490997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289079666
validation[          , genome  6863] predictions:    9679/  10000 (96.79%), best:    9764/10000 (97.64%), error:      1020.82983, best error:       809.54102 on epoch:    33, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.4438629150s, input_fired_time: 0.6922497749, output_fired_time: 0.4682924151, propagate_forward_time: 26.0209636688, propagate_backward_time: 56.4265556335, weight_update_time: 0.1147911698, other_time: 1.8357963562
epoch time: 5.6645822525s, input_fired_time: 0.0970907137, output_fired_time: 0.0000000000, propagate_forward_time: 5.2297716141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377199173
validation[          , genome  6863] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       952.17023, best error:       809.54102 on epoch:    33, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.2991867065s, input_fired_time: 0.6994404197, output_fired_time: 0.4708749354, propagate_forward_time: 25.9608592987, propagate_backward_time: 56.3196983337, weight_update_time: 0.1137930974, other_time: 1.8483085632
epoch time: 5.5901913643s, input_fired_time: 0.0931271687, output_fired_time: 0.0000000000, propagate_forward_time: 5.1633396149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337244987
validation[          , genome  6863] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       915.99194, best error:       809.54102 on epoch:    33, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.1504440308s, input_fired_time: 0.6912918091, output_fired_time: 0.4686208665, propagate_forward_time: 25.9748840332, propagate_backward_time: 56.1838111877, weight_update_time: 0.1094682887, other_time: 1.8318367004
epoch time: 5.5908050537s, input_fired_time: 0.0934719145, output_fired_time: 0.0000000000, propagate_forward_time: 5.1662893295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310437202
validation[          , genome  6863] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       837.17133, best error:       809.54102 on epoch:    33, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.2678070068s, input_fired_time: 0.6985517144, output_fired_time: 0.4678167999, propagate_forward_time: 25.8955459595, propagate_backward_time: 56.3800468445, weight_update_time: 0.1105637029, other_time: 1.8258399963
epoch time: 5.6995420456s, input_fired_time: 0.0918168649, output_fired_time: 0.0000000000, propagate_forward_time: 5.2637677193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439574242
validation[          , genome  6863] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       926.82227, best error:       809.54102 on epoch:    33, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.3041687012s, input_fired_time: 0.6978050470, output_fired_time: 0.4691525698, propagate_forward_time: 25.9537868500, propagate_backward_time: 56.3459930420, weight_update_time: 0.1115168855, other_time: 1.8374252319
epoch time: 5.6068768501s, input_fired_time: 0.0945035890, output_fired_time: 0.0000000000, propagate_forward_time: 5.1768598557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355135918
validation[          , genome  6863] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       925.01245, best error:       809.54102 on epoch:    33, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.1242065430s, input_fired_time: 0.6909179688, output_fired_time: 0.4721816182, propagate_forward_time: 26.0251312256, propagate_backward_time: 56.1078414917, weight_update_time: 0.1096959487, other_time: 1.8281326294
epoch time: 5.5906653404s, input_fired_time: 0.0914020613, output_fired_time: 0.0000000000, propagate_forward_time: 5.1648879051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343753815
validation[          , genome  6863] predictions:    9725/  10000 (97.25%), best:    9764/10000 (97.64%), error:       886.65857, best error:       809.54102 on epoch:    33, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.2851028442s, input_fired_time: 0.7094806433, output_fired_time: 0.4748456776, propagate_forward_time: 26.0140819550, propagate_backward_time: 56.2390136719, weight_update_time: 0.1136701480, other_time: 1.8476791382
epoch time: 5.6346836090s, input_fired_time: 0.0926011354, output_fired_time: 0.0000000000, propagate_forward_time: 5.2127823830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292999268
validation[          , genome  6863] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       870.70605, best error:       809.54102 on epoch:    33, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.6467971802s, input_fired_time: 0.7217990160, output_fired_time: 0.4851622581, propagate_forward_time: 26.0490818024, propagate_backward_time: 56.5359878540, weight_update_time: 0.1129556969, other_time: 1.8547668457
epoch time: 5.6113719940s, input_fired_time: 0.0938360542, output_fired_time: 0.0000000000, propagate_forward_time: 5.1761589050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413772583
validation[          , genome  6863] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       920.48071, best error:       809.54102 on epoch:    33, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.2554092407s, input_fired_time: 0.6977972388, output_fired_time: 0.4718053043, propagate_forward_time: 25.9352855682, propagate_backward_time: 56.3046951294, weight_update_time: 0.1092882380, other_time: 1.8458251953
epoch time: 5.6045627594s, input_fired_time: 0.0934086815, output_fired_time: 0.0000000000, propagate_forward_time: 5.1770920753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340620995
validation[          , genome  6863] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       839.40057, best error:       809.54102 on epoch:    33, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.3105392456s, input_fired_time: 0.6916267872, output_fired_time: 0.4703143239, propagate_forward_time: 26.0669574738, propagate_backward_time: 56.2438392639, weight_update_time: 0.1116982922, other_time: 1.8378028870
epoch time: 5.5908184052s, input_fired_time: 0.0928664282, output_fired_time: 0.0000000000, propagate_forward_time: 5.1625475883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354043961
validation[          , genome  6863] predictions:    9705/  10000 (97.05%), best:    9764/10000 (97.64%), error:       953.06567, best error:       809.54102 on epoch:    33, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.3400573730s, input_fired_time: 0.7071562409, output_fired_time: 0.4720646739, propagate_forward_time: 25.9436569214, propagate_backward_time: 56.3734207153, weight_update_time: 0.1098710969, other_time: 1.8437652588
epoch time: 5.7105064392s, input_fired_time: 0.0936000571, output_fired_time: 0.0000000000, propagate_forward_time: 5.2774677277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394384384
validation[          , genome  6863] predictions:    9663/  10000 (96.63%), best:    9764/10000 (97.64%), error:      1146.85022, best error:       809.54102 on epoch:    33, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.1742324829s, input_fired_time: 0.6977546215, output_fired_time: 0.4740292430, propagate_forward_time: 25.9547328949, propagate_backward_time: 56.2142066956, weight_update_time: 0.1124927029, other_time: 1.8335075378
epoch time: 5.7718853951s, input_fired_time: 0.0928007513, output_fired_time: 0.0000000000, propagate_forward_time: 5.3341369629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449478149
validation[          , genome  6863] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       898.97656, best error:       809.54102 on epoch:    33, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.2479019165s, input_fired_time: 0.7002849579, output_fired_time: 0.4708061218, propagate_forward_time: 25.9760875702, propagate_backward_time: 56.2605133057, weight_update_time: 0.1101856604, other_time: 1.8402099609
epoch time: 5.6015782356s, input_fired_time: 0.0931840986, output_fired_time: 0.0000000000, propagate_forward_time: 5.1766180992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317761421
validation[          , genome  6863] predictions:    9670/  10000 (96.70%), best:    9764/10000 (97.64%), error:      1123.95764, best error:       809.54102 on epoch:    33, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.3262329102s, input_fired_time: 0.7033669353, output_fired_time: 0.4656233490, propagate_forward_time: 25.9818286896, propagate_backward_time: 56.3323898315, weight_update_time: 0.1166522875, other_time: 1.8430252075
epoch time: 5.5972208977s, input_fired_time: 0.0922450423, output_fired_time: 0.0000000000, propagate_forward_time: 5.1726250648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323507309
validation[          , genome  6863] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       904.63324, best error:       809.54102 on epoch:    33, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.4555053711s, input_fired_time: 0.6956319213, output_fired_time: 0.4646556377, propagate_forward_time: 26.0681400299, propagate_backward_time: 56.4013710022, weight_update_time: 0.1118531302, other_time: 1.8257102966
epoch time: 5.6006388664s, input_fired_time: 0.0953870118, output_fired_time: 0.0000000000, propagate_forward_time: 5.1724905968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327612877
validation[          , genome  6863] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       818.93787, best error:       809.54102 on epoch:    33, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.3153381348s, input_fired_time: 0.6934397221, output_fired_time: 0.4731602967, propagate_forward_time: 26.0269489288, propagate_backward_time: 56.2824478149, weight_update_time: 0.1137921140, other_time: 1.8393402100
epoch time: 5.6098971367s, input_fired_time: 0.0928917080, output_fired_time: 0.0000000000, propagate_forward_time: 5.1796274185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373780251
validation[          , genome  6863] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       869.17725, best error:       809.54102 on epoch:    33, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.5461273193s, input_fired_time: 0.7022264600, output_fired_time: 0.4839057028, propagate_forward_time: 26.0125541687, propagate_backward_time: 56.5076904297, weight_update_time: 0.1103580743, other_time: 1.8397560120
epoch time: 5.5886769295s, input_fired_time: 0.1015404537, output_fired_time: 0.0000000000, propagate_forward_time: 5.1569533348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301830292
validation[          , genome  6863] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       949.89404, best error:       809.54102 on epoch:    33, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.4671707153s, input_fired_time: 0.7141629457, output_fired_time: 0.4714877009, propagate_forward_time: 26.0013732910, propagate_backward_time: 56.4378662109, weight_update_time: 0.1132928506, other_time: 1.8422775269
epoch time: 5.6161203384s, input_fired_time: 0.0929114819, output_fired_time: 0.0000000000, propagate_forward_time: 5.1901688576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330397606
validation[          , genome  6863] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       831.58209, best error:       809.54102 on epoch:    33, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 85.2904052734s, input_fired_time: 0.7003285289, output_fired_time: 0.4680531025, propagate_forward_time: 25.9883480072, propagate_backward_time: 56.3109779358, weight_update_time: 0.1098695174, other_time: 1.8226966858
epoch time: 5.6033577919s, input_fired_time: 0.0920255706, output_fired_time: 0.0000000000, propagate_forward_time: 5.1764802933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348517418
validation[          , genome  6863] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       809.51569, best error:       809.51569 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.1060333252s, input_fired_time: 0.6987842321, output_fired_time: 0.4714088738, propagate_forward_time: 25.9356994629, propagate_backward_time: 56.1804504395, weight_update_time: 0.1100224108, other_time: 1.8196868896
epoch time: 5.6645135880s, input_fired_time: 0.0958560929, output_fired_time: 0.0000000000, propagate_forward_time: 5.2307944298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378629684
validation[          , genome  6863] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       949.62451, best error:       809.51569 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.4790802002s, input_fired_time: 0.6959751248, output_fired_time: 0.4746770859, propagate_forward_time: 26.0692005157, propagate_backward_time: 56.3826408386, weight_update_time: 0.1119046882, other_time: 1.8565864563
epoch time: 5.6276931763s, input_fired_time: 0.0934172869, output_fired_time: 0.0000000000, propagate_forward_time: 5.1991868019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350892067
validation[          , genome  6863] predictions:    9659/  10000 (96.59%), best:    9761/10000 (97.61%), error:      1179.54614, best error:       809.51569 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.3008956909s, input_fired_time: 0.7054838538, output_fired_time: 0.4784166515, propagate_forward_time: 26.0027160645, propagate_backward_time: 56.2817153931, weight_update_time: 0.1091903374, other_time: 1.8325653076
epoch time: 5.5965390205s, input_fired_time: 0.0971360505, output_fired_time: 0.0000000000, propagate_forward_time: 5.1647768021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346261978
validation[          , genome  6863] predictions:    9710/  10000 (97.10%), best:    9761/10000 (97.61%), error:       989.03772, best error:       809.51569 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.1510238647s, input_fired_time: 0.7006991506, output_fired_time: 0.4731729925, propagate_forward_time: 25.9104251862, propagate_backward_time: 56.2060432434, weight_update_time: 0.1109467298, other_time: 1.8606834412
epoch time: 5.6043672562s, input_fired_time: 0.0953815877, output_fired_time: 0.0000000000, propagate_forward_time: 5.1676783562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413071632
validation[          , genome  6863] predictions:    9746/  10000 (97.46%), best:    9761/10000 (97.61%), error:       869.77789, best error:       809.51569 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.2652816772s, input_fired_time: 0.7074908018, output_fired_time: 0.4627524018, propagate_forward_time: 25.9500980377, propagate_backward_time: 56.3018569946, weight_update_time: 0.1102339104, other_time: 1.8430862427
epoch time: 5.7616295815s, input_fired_time: 0.0980454981, output_fired_time: 0.0000000000, propagate_forward_time: 5.3278493881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357348442
validation[          , genome  6863] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       783.53595, best error:       783.53595 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.2147216797s, input_fired_time: 0.7022909522, output_fired_time: 0.4702194035, propagate_forward_time: 25.9350414276, propagate_backward_time: 56.2759475708, weight_update_time: 0.1095627397, other_time: 1.8312149048
epoch time: 5.6058721542s, input_fired_time: 0.0932275504, output_fired_time: 0.0000000000, propagate_forward_time: 5.1762323380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364124298
validation[          , genome  6863] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       966.25836, best error:       783.53595 on epoch:    99, 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: 28.0940036774s, input_fired_time: 0.4776399434, output_fired_time: 0.0000000000, propagate_forward_time: 25.9305267334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6858367920
best training[          , genome  6863] predictions:   49695/  50000 (99.39%), best:    9773/10000 (97.73%), error:      1442.34253, best error:       783.53595 on epoch:    99, 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: 5.6870856285s, input_fired_time: 0.0952510834, output_fired_time: 0.0000000000, propagate_forward_time: 5.2322092056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596253395
   testing[          , genome  6863] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       805.38544, best error:       783.53595 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:46:54 (96124): called boinc_finish(0)

</stderr_txt>
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