Nameexact_genome_1512568488_42_4663_0
Workunit2594540
Created7 Dec 2017, 11:10:57 UTC
Sent7 Dec 2017, 11:13:39 UTC
Report deadline10 Dec 2017, 1:17:41 UTC
Received7 Dec 2017, 12:42:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 27 min 58 sec
CPU time1 hours 27 min 55 sec
Validate stateValid
Credit646.54
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.52 MB
Peak swap size154.09 MB
Peak disk usage1.92 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0899664387, output_fired_time: 0.0000000000, propagate_forward_time: 3.4826645851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049763680
validation[          , genome  4663] predictions:    9574/  10000 (95.74%), best:    9602/10000 (96.02%), error:      1410.25476, best error:      1344.02527 on epoch:     2, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 46.9430618286s, input_fired_time: 0.7317264676, output_fired_time: 0.6669105887, propagate_forward_time: 17.3926944733, propagate_backward_time: 25.8478260040, weight_update_time: 0.1190287024, other_time: 2.3039016724
epoch time: 3.9860289097s, input_fired_time: 0.0934268162, output_fired_time: 0.0000000000, propagate_forward_time: 3.4804542065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121479988
validation[          , genome  4663] predictions:    9444/  10000 (94.44%), best:    9602/10000 (96.02%), error:      1811.45752, best error:      1344.02527 on epoch:     2, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 47.0713081360s, input_fired_time: 0.7344154716, output_fired_time: 0.6696884632, propagate_forward_time: 17.4489650726, propagate_backward_time: 25.9137516022, weight_update_time: 0.1206835508, other_time: 2.3044853210
epoch time: 3.9922873974s, input_fired_time: 0.0932508111, output_fired_time: 0.0000000000, propagate_forward_time: 3.4884915352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105451107
validation[          , genome  4663] predictions:    9539/  10000 (95.39%), best:    9602/10000 (96.02%), error:      1540.86694, best error:      1344.02527 on epoch:     2, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 46.7768516541s, input_fired_time: 0.7269226313, output_fired_time: 0.6631637812, propagate_forward_time: 17.3453063965, propagate_backward_time: 25.7927093506, weight_update_time: 0.1179391146, other_time: 2.2487525940
epoch time: 3.9601097107s, input_fired_time: 0.0932017043, output_fired_time: 0.0000000000, propagate_forward_time: 3.4647302628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021778107
validation[          , genome  4663] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1282.80420, best error:      1282.80420 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 47.1454544067s, input_fired_time: 0.7330908775, output_fired_time: 0.6689516902, propagate_forward_time: 17.4456253052, propagate_backward_time: 25.9880409241, weight_update_time: 0.1204426214, other_time: 2.3097457886
epoch time: 3.9944911003s, input_fired_time: 0.0935156941, output_fired_time: 0.0000000000, propagate_forward_time: 3.4890444279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119310379
validation[          , genome  4663] predictions:    9592/  10000 (95.92%), best:    9620/10000 (96.20%), error:      1340.15112, best error:      1282.80420 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 47.1848297119s, input_fired_time: 0.7362985015, output_fired_time: 0.6701766849, propagate_forward_time: 17.4402999878, propagate_backward_time: 26.0264797211, weight_update_time: 0.1200000197, other_time: 2.3115749359
epoch time: 3.9939746857s, input_fired_time: 0.0929710716, output_fired_time: 0.0000000000, propagate_forward_time: 3.4878253937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131782055
validation[          , genome  4663] predictions:    9609/  10000 (96.09%), best:    9620/10000 (96.20%), error:      1283.72766, best error:      1282.80420 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 47.1220893860s, input_fired_time: 0.7345973849, output_fired_time: 0.6613471508, propagate_forward_time: 17.3976593018, propagate_backward_time: 26.0143852234, weight_update_time: 0.1195431054, other_time: 2.3141021729
epoch time: 3.9901380539s, input_fired_time: 0.0946544781, output_fired_time: 0.0000000000, propagate_forward_time: 3.4853479862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101355076
validation[          , genome  4663] predictions:    9577/  10000 (95.77%), best:    9620/10000 (96.20%), error:      1316.39233, best error:      1282.80420 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 47.1438789368s, input_fired_time: 0.7371962667, output_fired_time: 0.6654662490, propagate_forward_time: 17.4175186157, propagate_backward_time: 26.0199108124, weight_update_time: 0.1187288538, other_time: 2.3037853241
epoch time: 3.9824149609s, input_fired_time: 0.0936348364, output_fired_time: 0.0000000000, propagate_forward_time: 3.4760723114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127078056
validation[          , genome  4663] predictions:    9530/  10000 (95.30%), best:    9620/10000 (96.20%), error:      1599.95837, best error:      1282.80420 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 47.2737541199s, input_fired_time: 0.7367019653, output_fired_time: 0.6637871861, propagate_forward_time: 17.4482574463, propagate_backward_time: 26.1225185394, weight_update_time: 0.1189070120, other_time: 2.3024883270
epoch time: 4.0033874512s, input_fired_time: 0.0941410288, output_fired_time: 0.0000000000, propagate_forward_time: 3.4981794357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110670090
validation[          , genome  4663] predictions:    9564/  10000 (95.64%), best:    9620/10000 (96.20%), error:      1420.62146, best error:      1282.80420 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 47.0431938171s, input_fired_time: 0.7327581048, output_fired_time: 0.6628457308, propagate_forward_time: 17.3503627777, propagate_backward_time: 26.0235977173, weight_update_time: 0.1172496453, other_time: 2.2736301422
epoch time: 3.9705698490s, input_fired_time: 0.0940022245, output_fired_time: 0.0000000000, propagate_forward_time: 3.4732551575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033124447
validation[          , genome  4663] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1271.00378, best error:      1271.00378 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 47.2188987732s, input_fired_time: 0.7379994392, output_fired_time: 0.6667276025, propagate_forward_time: 17.3597831726, propagate_backward_time: 26.1524715424, weight_update_time: 0.1179746166, other_time: 2.3019161224
epoch time: 3.9855463505s, input_fired_time: 0.0952614471, output_fired_time: 0.0000000000, propagate_forward_time: 3.4793684483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109165668
validation[          , genome  4663] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1240.87292, best error:      1240.87292 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 47.3172111511s, input_fired_time: 0.7381394506, output_fired_time: 0.6665059328, propagate_forward_time: 17.4024085999, propagate_backward_time: 26.2036209106, weight_update_time: 0.1197449788, other_time: 2.3065338135
epoch time: 4.0064191818s, input_fired_time: 0.0937924683, output_fired_time: 0.0000000000, propagate_forward_time: 3.5013675690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112591743
validation[          , genome  4663] predictions:    9586/  10000 (95.86%), best:    9626/10000 (96.26%), error:      1372.78430, best error:      1240.87292 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 47.1270408630s, input_fired_time: 0.7352716923, output_fired_time: 0.6555199027, propagate_forward_time: 17.3563728333, propagate_backward_time: 26.0682392120, weight_update_time: 0.1179246008, other_time: 2.3116359711
epoch time: 3.9880340099s, input_fired_time: 0.0958312526, output_fired_time: 0.0000000000, propagate_forward_time: 3.4793770313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128258228
validation[          , genome  4663] predictions:    9531/  10000 (95.31%), best:    9626/10000 (96.26%), error:      1501.50024, best error:      1240.87292 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 47.5449218750s, input_fired_time: 0.7378954887, output_fired_time: 0.6712526083, propagate_forward_time: 17.4568462372, propagate_backward_time: 26.3657341003, weight_update_time: 0.1200061217, other_time: 2.3131923676
epoch time: 4.0086574554s, input_fired_time: 0.0950739235, output_fired_time: 0.0000000000, propagate_forward_time: 3.5001130104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134705067
validation[          , genome  4663] predictions:    9603/  10000 (96.03%), best:    9626/10000 (96.26%), error:      1259.47144, best error:      1240.87292 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 47.4007568359s, input_fired_time: 0.7364445925, output_fired_time: 0.6683006287, propagate_forward_time: 17.4007434845, propagate_backward_time: 26.3042392731, weight_update_time: 0.1184656695, other_time: 2.2910270691
epoch time: 3.9624488354s, input_fired_time: 0.0949906707, output_fired_time: 0.0000000000, propagate_forward_time: 3.4642765522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031815529
validation[          , genome  4663] predictions:    9542/  10000 (95.42%), best:    9626/10000 (96.26%), error:      1426.06323, best error:      1240.87292 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 47.5056610107s, input_fired_time: 0.7358220816, output_fired_time: 0.6693199277, propagate_forward_time: 17.4021244049, propagate_backward_time: 26.3945293427, weight_update_time: 0.1189335361, other_time: 2.3038673401
epoch time: 3.9889595509s, input_fired_time: 0.0936237276, output_fired_time: 0.0000000000, propagate_forward_time: 3.4840192795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113166332
validation[          , genome  4663] predictions:    9602/  10000 (96.02%), best:    9626/10000 (96.26%), error:      1271.48022, best error:      1240.87292 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 47.6927986145s, input_fired_time: 0.7380731106, output_fired_time: 0.6721697450, propagate_forward_time: 17.4834175110, propagate_backward_time: 26.4797248840, weight_update_time: 0.1197703630, other_time: 2.3194160461
epoch time: 4.0030999184s, input_fired_time: 0.0964360833, output_fired_time: 0.0000000000, propagate_forward_time: 3.4953947067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112691879
validation[          , genome  4663] predictions:    9503/  10000 (95.03%), best:    9626/10000 (96.26%), error:      1549.13403, best error:      1240.87292 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 47.7985877991s, input_fired_time: 0.7424824238, output_fired_time: 0.6684041023, propagate_forward_time: 17.4822883606, propagate_backward_time: 26.5878314972, weight_update_time: 0.1195007190, other_time: 2.3175830841
epoch time: 3.9716606140s, input_fired_time: 0.0929240584, output_fired_time: 0.0000000000, propagate_forward_time: 3.4690356255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097008705
validation[          , genome  4663] predictions:    9558/  10000 (95.58%), best:    9626/10000 (96.26%), error:      1454.01038, best error:      1240.87292 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 47.5866622925s, input_fired_time: 0.7367379665, output_fired_time: 0.6689206362, propagate_forward_time: 17.4002571106, propagate_backward_time: 26.4738063812, weight_update_time: 0.1196929961, other_time: 2.3069400787
epoch time: 3.9841361046s, input_fired_time: 0.0941367373, output_fired_time: 0.0000000000, propagate_forward_time: 3.4795246124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104747772
validation[          , genome  4663] predictions:    9553/  10000 (95.53%), best:    9626/10000 (96.26%), error:      1395.06177, best error:      1240.87292 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 47.5275344849s, input_fired_time: 0.7353584766, output_fired_time: 0.6623693109, propagate_forward_time: 17.3997039795, propagate_backward_time: 26.4245586395, weight_update_time: 0.1183334067, other_time: 2.3055438995
epoch time: 3.9826021194s, input_fired_time: 0.0929061100, output_fired_time: 0.0000000000, propagate_forward_time: 3.4756569862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140391350
validation[          , genome  4663] predictions:    9595/  10000 (95.95%), best:    9626/10000 (96.26%), error:      1312.57959, best error:      1240.87292 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 47.4625740051s, input_fired_time: 0.7323749661, output_fired_time: 0.6636215448, propagate_forward_time: 17.3490962982, propagate_backward_time: 26.4681167603, weight_update_time: 0.1171142608, other_time: 2.2493648529
epoch time: 3.9612812996s, input_fired_time: 0.0923636556, output_fired_time: 0.0000000000, propagate_forward_time: 3.4653441906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035735130
validation[          , genome  4663] predictions:    9628/  10000 (96.28%), best:    9626/10000 (96.26%), error:      1245.79993, best error:      1240.87292 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 47.4949493408s, input_fired_time: 0.7320587635, output_fired_time: 0.6641108394, propagate_forward_time: 17.3408241272, propagate_backward_time: 26.4977416992, weight_update_time: 0.1177408099, other_time: 2.2602119446
epoch time: 3.9587490559s, input_fired_time: 0.0925289318, output_fired_time: 0.0000000000, propagate_forward_time: 3.4628255367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033946991
validation[          , genome  4663] predictions:    9606/  10000 (96.06%), best:    9626/10000 (96.26%), error:      1275.95081, best error:      1240.87292 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 47.7653999329s, input_fired_time: 0.7375379801, output_fired_time: 0.6689859629, propagate_forward_time: 17.4129753113, propagate_backward_time: 26.6285934448, weight_update_time: 0.1197849065, other_time: 2.3173065186
epoch time: 3.9955890179s, input_fired_time: 0.0948971063, output_fired_time: 0.0000000000, propagate_forward_time: 3.4883036613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123883247
validation[          , genome  4663] predictions:    9576/  10000 (95.76%), best:    9626/10000 (96.26%), error:      1352.50757, best error:      1240.87292 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 47.7663764954s, input_fired_time: 0.7343167067, output_fired_time: 0.6681562662, propagate_forward_time: 17.4453334808, propagate_backward_time: 26.6782188416, weight_update_time: 0.1168135926, other_time: 2.2403507233
epoch time: 3.9864954948s, input_fired_time: 0.0929317400, output_fired_time: 0.0000000000, propagate_forward_time: 3.4891071320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044566154
validation[          , genome  4663] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1222.69360, best error:      1222.69360 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 47.6597023010s, input_fired_time: 0.7349772453, output_fired_time: 0.6597790718, propagate_forward_time: 17.3777122498, propagate_backward_time: 26.5734958649, weight_update_time: 0.1183803678, other_time: 2.3137378693
epoch time: 3.9815936089s, input_fired_time: 0.0963929892, output_fired_time: 0.0000000000, propagate_forward_time: 3.4719367027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132637978
validation[          , genome  4663] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1186.41248, best error:      1186.41248 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 47.7143402100s, input_fired_time: 0.7329694629, output_fired_time: 0.6666811109, propagate_forward_time: 17.3903160095, propagate_backward_time: 26.6944332123, weight_update_time: 0.1169592217, other_time: 2.2299404144
epoch time: 3.9741764069s, input_fired_time: 0.0943319947, output_fired_time: 0.0000000000, propagate_forward_time: 3.4765756130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032688141
validation[          , genome  4663] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1113.47974, best error:      1113.47974 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 47.8124771118s, input_fired_time: 0.7380761504, output_fired_time: 0.6679067612, propagate_forward_time: 17.3945217133, propagate_backward_time: 26.6962509155, weight_update_time: 0.1185657308, other_time: 2.3157215118
epoch time: 3.9831297398s, input_fired_time: 0.0952298492, output_fired_time: 0.0000000000, propagate_forward_time: 3.4775376320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103622437
validation[          , genome  4663] predictions:    9609/  10000 (96.09%), best:    9665/10000 (96.65%), error:      1229.43164, best error:      1113.47974 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 47.9187927246s, input_fired_time: 0.7419818044, output_fired_time: 0.6634463072, propagate_forward_time: 17.4107398987, propagate_backward_time: 26.7888221741, weight_update_time: 0.1181957945, other_time: 2.3138046265
epoch time: 3.9899053574s, input_fired_time: 0.0965215564, output_fired_time: 0.0000000000, propagate_forward_time: 3.4821975231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111862183
validation[          , genome  4663] predictions:    9521/  10000 (95.21%), best:    9665/10000 (96.65%), error:      1508.56396, best error:      1113.47974 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 48.0481300354s, input_fired_time: 0.7438879013, output_fired_time: 0.6708168387, propagate_forward_time: 17.4609642029, propagate_backward_time: 26.8629055023, weight_update_time: 0.1194858328, other_time: 2.3095531464
epoch time: 4.0070729256s, input_fired_time: 0.0972058252, output_fired_time: 0.0000000000, propagate_forward_time: 3.5004243851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094426632
validation[          , genome  4663] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1108.91504, best error:      1108.91504 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 47.9942550659s, input_fired_time: 0.7452750802, output_fired_time: 0.6672899127, propagate_forward_time: 17.4127006531, propagate_backward_time: 26.8646697998, weight_update_time: 0.1193695888, other_time: 2.3043212891
epoch time: 3.9864883423s, input_fired_time: 0.0945736915, output_fired_time: 0.0000000000, propagate_forward_time: 3.4798960686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120185375
validation[          , genome  4663] predictions:    9593/  10000 (95.93%), best:    9656/10000 (96.56%), error:      1296.68408, best error:      1108.91504 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.9725914001s, input_fired_time: 0.7449228168, output_fired_time: 0.6667757630, propagate_forward_time: 17.3808860779, propagate_backward_time: 26.8799266815, weight_update_time: 0.1192154810, other_time: 2.3000812531
epoch time: 3.9937119484s, input_fired_time: 0.0934038013, output_fired_time: 0.0000000000, propagate_forward_time: 3.4896039963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107041359
validation[          , genome  4663] predictions:    9556/  10000 (95.56%), best:    9656/10000 (96.56%), error:      1355.27539, best error:      1108.91504 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.1292190552s, input_fired_time: 0.7466753721, output_fired_time: 0.6712958813, propagate_forward_time: 17.4290122986, propagate_backward_time: 26.9726314545, weight_update_time: 0.1199705377, other_time: 2.3096065521
epoch time: 3.9966516495s, input_fired_time: 0.0949521884, output_fired_time: 0.0000000000, propagate_forward_time: 3.4912652969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104342461
validation[          , genome  4663] predictions:    9603/  10000 (96.03%), best:    9656/10000 (96.56%), error:      1241.52332, best error:      1108.91504 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.0831451416s, input_fired_time: 0.7402330041, output_fired_time: 0.6719024777, propagate_forward_time: 17.4045448303, propagate_backward_time: 26.9393157959, weight_update_time: 0.1250626147, other_time: 2.3271484375
epoch time: 3.9933331013s, input_fired_time: 0.0935477167, output_fired_time: 0.0000000000, propagate_forward_time: 3.4879598618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118254185
validation[          , genome  4663] predictions:    9614/  10000 (96.14%), best:    9656/10000 (96.56%), error:      1275.43591, best error:      1108.91504 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 48.1638755798s, input_fired_time: 0.7433717847, output_fired_time: 0.6687537432, propagate_forward_time: 17.4306583405, propagate_backward_time: 27.0141391754, weight_update_time: 0.1198574230, other_time: 2.3069534302
epoch time: 3.9901645184s, input_fired_time: 0.0957193077, output_fired_time: 0.0000000000, propagate_forward_time: 3.4854547977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089903831
validation[          , genome  4663] predictions:    9615/  10000 (96.15%), best:    9656/10000 (96.56%), error:      1226.59656, best error:      1108.91504 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 48.0566329956s, input_fired_time: 0.7399275303, output_fired_time: 0.6657189131, propagate_forward_time: 17.4136238098, propagate_backward_time: 26.9543876648, weight_update_time: 0.1191294715, other_time: 2.2829742432
epoch time: 3.9796490669s, input_fired_time: 0.0953387991, output_fired_time: 0.0000000000, propagate_forward_time: 3.4804980755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038121700
validation[          , genome  4663] predictions:    9603/  10000 (96.03%), best:    9656/10000 (96.56%), error:      1287.87537, best error:      1108.91504 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 48.0942916870s, input_fired_time: 0.7423573136, output_fired_time: 0.6659163237, propagate_forward_time: 17.3874092102, propagate_backward_time: 26.9881935120, weight_update_time: 0.1193846464, other_time: 2.3104133606
epoch time: 3.9903817177s, input_fired_time: 0.0952601433, output_fired_time: 0.0000000000, propagate_forward_time: 3.4914188385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037027359
validation[          , genome  4663] predictions:    9634/  10000 (96.34%), best:    9656/10000 (96.56%), error:      1171.48108, best error:      1108.91504 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 48.0406379700s, input_fired_time: 0.7398591638, output_fired_time: 0.6689704657, propagate_forward_time: 17.4023532867, propagate_backward_time: 26.9369888306, weight_update_time: 0.1189266443, other_time: 2.2924633026
epoch time: 3.9949002266s, input_fired_time: 0.0938291699, output_fired_time: 0.0000000000, propagate_forward_time: 3.4958088398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052622318
validation[          , genome  4663] predictions:    9652/  10000 (96.52%), best:    9656/10000 (96.56%), error:      1145.58936, best error:      1108.91504 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.1194076538s, input_fired_time: 0.7405686378, output_fired_time: 0.6660942435, propagate_forward_time: 17.3891716003, propagate_backward_time: 27.0187511444, weight_update_time: 0.1192312017, other_time: 2.3048191071
epoch time: 3.9840779305s, input_fired_time: 0.0948146507, output_fired_time: 0.0000000000, propagate_forward_time: 3.4795858860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096775055
validation[          , genome  4663] predictions:    9627/  10000 (96.27%), best:    9656/10000 (96.56%), error:      1169.86157, best error:      1108.91504 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 48.2186508179s, input_fired_time: 0.7492954731, output_fired_time: 0.6679003239, propagate_forward_time: 17.4227657318, propagate_backward_time: 27.0670337677, weight_update_time: 0.1206663027, other_time: 2.3116569519
epoch time: 3.9841701984s, input_fired_time: 0.0948531032, output_fired_time: 0.0000000000, propagate_forward_time: 3.4769306183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123864174
validation[          , genome  4663] predictions:    9628/  10000 (96.28%), best:    9656/10000 (96.56%), error:      1183.44238, best error:      1108.91504 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.2409744263s, input_fired_time: 0.7464048862, output_fired_time: 0.6670374870, propagate_forward_time: 17.4061717987, propagate_backward_time: 27.1118984222, weight_update_time: 0.1188792288, other_time: 2.3094596863
epoch time: 3.9878950119s, input_fired_time: 0.0970230028, output_fired_time: 0.0000000000, propagate_forward_time: 3.4801750183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106969833
validation[          , genome  4663] predictions:    9618/  10000 (96.18%), best:    9656/10000 (96.56%), error:      1229.01208, best error:      1108.91504 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.2982292175s, input_fired_time: 0.7433121800, output_fired_time: 0.6643014550, propagate_forward_time: 17.4456386566, propagate_backward_time: 27.1376342773, weight_update_time: 0.1184815988, other_time: 2.3073406219
epoch time: 3.9672007561s, input_fired_time: 0.0944968313, output_fired_time: 0.0000000000, propagate_forward_time: 3.4615445137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111595154
validation[          , genome  4663] predictions:    9604/  10000 (96.04%), best:    9656/10000 (96.56%), error:      1231.76758, best error:      1108.91504 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 48.2012748718s, input_fired_time: 0.7445979714, output_fired_time: 0.6614391804, propagate_forward_time: 17.4007492065, propagate_backward_time: 27.0863399506, weight_update_time: 0.1185879186, other_time: 2.3081493378
epoch time: 3.9896824360s, input_fired_time: 0.0955309644, output_fired_time: 0.0000000000, propagate_forward_time: 3.4847326279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094188213
validation[          , genome  4663] predictions:    9635/  10000 (96.35%), best:    9656/10000 (96.56%), error:      1173.55627, best error:      1108.91504 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 47.9234619141s, input_fired_time: 0.7357851863, output_fired_time: 0.6538034678, propagate_forward_time: 17.3406467438, propagate_backward_time: 26.8834571838, weight_update_time: 0.1188698709, other_time: 2.3097667694
epoch time: 3.9790155888s, input_fired_time: 0.0965100080, output_fired_time: 0.0000000000, propagate_forward_time: 3.4787540436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037516117
validation[          , genome  4663] predictions:    9593/  10000 (95.93%), best:    9656/10000 (96.56%), error:      1245.10486, best error:      1108.91504 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 48.1662788391s, input_fired_time: 0.7436107993, output_fired_time: 0.6653258204, propagate_forward_time: 17.3703136444, propagate_backward_time: 27.0745010376, weight_update_time: 0.1181300133, other_time: 2.3125286102
epoch time: 3.9840466976s, input_fired_time: 0.0961080343, output_fired_time: 0.0000000000, propagate_forward_time: 3.4783720970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095666409
validation[          , genome  4663] predictions:    9621/  10000 (96.21%), best:    9656/10000 (96.56%), error:      1203.49768, best error:      1108.91504 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 48.2504386902s, input_fired_time: 0.7424111962, output_fired_time: 0.6690956354, propagate_forward_time: 17.4231567383, propagate_backward_time: 27.1474952698, weight_update_time: 0.1184999794, other_time: 2.2682800293
epoch time: 3.9888978004s, input_fired_time: 0.0936566442, output_fired_time: 0.0000000000, propagate_forward_time: 3.4909298420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043114185
validation[          , genome  4663] predictions:    9642/  10000 (96.42%), best:    9656/10000 (96.56%), error:      1175.04346, best error:      1108.91504 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.4275436401s, input_fired_time: 0.7484261990, output_fired_time: 0.6717202067, propagate_forward_time: 17.4635524750, propagate_backward_time: 27.2304954529, weight_update_time: 0.1198617741, other_time: 2.3133525848
epoch time: 4.0305452347s, input_fired_time: 0.0959030241, output_fired_time: 0.0000000000, propagate_forward_time: 3.5157387257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189035892
validation[          , genome  4663] predictions:    9532/  10000 (95.32%), best:    9656/10000 (96.56%), error:      1536.20471, best error:      1108.91504 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 48.2612457275s, input_fired_time: 0.7398563623, output_fired_time: 0.6665711403, propagate_forward_time: 17.4305591583, propagate_backward_time: 27.1859264374, weight_update_time: 0.1179894581, other_time: 2.2383308411
epoch time: 3.9733371735s, input_fired_time: 0.0950546786, output_fired_time: 0.0000000000, propagate_forward_time: 3.4761350155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021475315
validation[          , genome  4663] predictions:    9627/  10000 (96.27%), best:    9656/10000 (96.56%), error:      1173.06104, best error:      1108.91504 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.3770790100s, input_fired_time: 0.7463989854, output_fired_time: 0.6689170599, propagate_forward_time: 17.4074192047, propagate_backward_time: 27.2472724915, weight_update_time: 0.1192379519, other_time: 2.3070697784
epoch time: 3.9514179230s, input_fired_time: 0.0942939296, output_fired_time: 0.0000000000, propagate_forward_time: 3.4566783905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004456997
validation[          , genome  4663] predictions:    9624/  10000 (96.24%), best:    9656/10000 (96.56%), error:      1167.68970, best error:      1108.91504 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.2203369141s, input_fired_time: 0.7455615401, output_fired_time: 0.6638668776, propagate_forward_time: 17.3835754395, propagate_backward_time: 27.1344985962, weight_update_time: 0.1194413379, other_time: 2.2928352356
epoch time: 3.9631392956s, input_fired_time: 0.0944502875, output_fired_time: 0.0000000000, propagate_forward_time: 3.4649376869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037513733
validation[          , genome  4663] predictions:    9615/  10000 (96.15%), best:    9656/10000 (96.56%), error:      1241.35461, best error:      1108.91504 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.2910270691s, input_fired_time: 0.7471972108, output_fired_time: 0.6660675406, propagate_forward_time: 17.3670387268, propagate_backward_time: 27.2026157379, weight_update_time: 0.1190394312, other_time: 2.3081073761
epoch time: 3.9944965839s, input_fired_time: 0.0968299508, output_fired_time: 0.0000000000, propagate_forward_time: 3.4853987694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122679234
validation[          , genome  4663] predictions:    9484/  10000 (94.84%), best:    9656/10000 (96.56%), error:      1714.79980, best error:      1108.91504 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.3877296448s, input_fired_time: 0.7524390221, output_fired_time: 0.6693620086, propagate_forward_time: 17.4017658234, propagate_backward_time: 27.2493648529, weight_update_time: 0.1187289283, other_time: 2.3148002625
epoch time: 3.9857141972s, input_fired_time: 0.0970379412, output_fired_time: 0.0000000000, propagate_forward_time: 3.4780242443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106519222
validation[          , genome  4663] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1092.34851, best error:      1092.34851 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.3589286804s, input_fired_time: 0.7443976402, output_fired_time: 0.6689127088, propagate_forward_time: 17.4151592255, propagate_backward_time: 27.2147617340, weight_update_time: 0.1201068759, other_time: 2.3157005310
epoch time: 3.9836585522s, input_fired_time: 0.0954886824, output_fired_time: 0.0000000000, propagate_forward_time: 3.4740493298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141204357
validation[          , genome  4663] predictions:    9636/  10000 (96.36%), best:    9642/10000 (96.42%), error:      1139.50732, best error:      1092.34851 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.2075843811s, input_fired_time: 0.7478291392, output_fired_time: 0.6664760709, propagate_forward_time: 17.3589801788, propagate_backward_time: 27.1335716248, weight_update_time: 0.1198535487, other_time: 2.3007259369
epoch time: 3.9948017597s, input_fired_time: 0.0976005122, output_fired_time: 0.0000000000, propagate_forward_time: 3.4867947102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104065895
validation[          , genome  4663] predictions:    9632/  10000 (96.32%), best:    9642/10000 (96.42%), error:      1171.58521, best error:      1092.34851 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.3240432739s, input_fired_time: 0.7470948696, output_fired_time: 0.6653327346, propagate_forward_time: 17.4213809967, propagate_backward_time: 27.1814022064, weight_update_time: 0.1194580421, other_time: 2.3088340759
epoch time: 3.9838483334s, input_fired_time: 0.0969230756, output_fired_time: 0.0000000000, propagate_forward_time: 3.4774653912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094598293
validation[          , genome  4663] predictions:    9637/  10000 (96.37%), best:    9642/10000 (96.42%), error:      1125.30347, best error:      1092.34851 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.5661582947s, input_fired_time: 0.7487738729, output_fired_time: 0.6668453217, propagate_forward_time: 17.4865875244, propagate_backward_time: 27.3561668396, weight_update_time: 0.1199291721, other_time: 2.3077812195
epoch time: 3.9791707993s, input_fired_time: 0.0961281508, output_fired_time: 0.0000000000, propagate_forward_time: 3.4731216431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099209309
validation[          , genome  4663] predictions:    9610/  10000 (96.10%), best:    9642/10000 (96.42%), error:      1261.08423, best error:      1092.34851 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.0921936035s, input_fired_time: 0.7474994659, output_fired_time: 0.6579195261, propagate_forward_time: 17.3217048645, propagate_backward_time: 27.0530776978, weight_update_time: 0.1183586121, other_time: 2.3119926453
epoch time: 3.9862773418s, input_fired_time: 0.0948974714, output_fired_time: 0.0000000000, propagate_forward_time: 3.4798593521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115204811
validation[          , genome  4663] predictions:    9576/  10000 (95.76%), best:    9642/10000 (96.42%), error:      1406.95752, best error:      1092.34851 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 48.5337181091s, input_fired_time: 0.7475835085, output_fired_time: 0.6697625518, propagate_forward_time: 17.4523506165, propagate_backward_time: 27.3504047394, weight_update_time: 0.1210235283, other_time: 2.3136157990
epoch time: 3.9879281521s, input_fired_time: 0.0961161703, output_fired_time: 0.0000000000, propagate_forward_time: 3.4808573723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109547138
validation[          , genome  4663] predictions:    9627/  10000 (96.27%), best:    9642/10000 (96.42%), error:      1139.96838, best error:      1092.34851 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.2878723145s, input_fired_time: 0.7471399903, output_fired_time: 0.6636999249, propagate_forward_time: 17.3817520142, propagate_backward_time: 27.1870059967, weight_update_time: 0.1185456663, other_time: 2.3082752228
epoch time: 3.9789199829s, input_fired_time: 0.0955903605, output_fired_time: 0.0000000000, propagate_forward_time: 3.4728817940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104478359
validation[          , genome  4663] predictions:    9592/  10000 (95.92%), best:    9642/10000 (96.42%), error:      1337.63269, best error:      1092.34851 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 48.3050613403s, input_fired_time: 0.7429311872, output_fired_time: 0.6637717485, propagate_forward_time: 17.3945198059, propagate_backward_time: 27.2574386597, weight_update_time: 0.1192466170, other_time: 2.2463989258
epoch time: 3.9882273674s, input_fired_time: 0.0963293761, output_fired_time: 0.0000000000, propagate_forward_time: 3.4866137505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052841663
validation[          , genome  4663] predictions:    9634/  10000 (96.34%), best:    9642/10000 (96.42%), error:      1188.63928, best error:      1092.34851 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.4387283325s, input_fired_time: 0.7475324273, output_fired_time: 0.6697946191, propagate_forward_time: 17.4309501648, propagate_backward_time: 27.2812404633, weight_update_time: 0.1217766404, other_time: 2.3092098236
epoch time: 3.9776642323s, input_fired_time: 0.0958602875, output_fired_time: 0.0000000000, propagate_forward_time: 3.4734294415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083745480
validation[          , genome  4663] predictions:    9570/  10000 (95.70%), best:    9642/10000 (96.42%), error:      1398.17859, best error:      1092.34851 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.3502426147s, input_fired_time: 0.7439908981, output_fired_time: 0.6643199921, propagate_forward_time: 17.3625831604, propagate_backward_time: 27.2780380249, weight_update_time: 0.1206549853, other_time: 2.3013114929
epoch time: 3.9850041866s, input_fired_time: 0.0967290699, output_fired_time: 0.0000000000, propagate_forward_time: 3.4783256054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099495411
validation[          , genome  4663] predictions:    9621/  10000 (96.21%), best:    9642/10000 (96.42%), error:      1184.05261, best error:      1092.34851 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.4250679016s, input_fired_time: 0.7499200702, output_fired_time: 0.6646686196, propagate_forward_time: 17.4048404694, propagate_backward_time: 27.2918376923, weight_update_time: 0.1195164993, other_time: 2.3138008118
epoch time: 3.9865446091s, input_fired_time: 0.0959063917, output_fired_time: 0.0000000000, propagate_forward_time: 3.4803562164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102818966
validation[          , genome  4663] predictions:    9566/  10000 (95.66%), best:    9642/10000 (96.42%), error:      1377.26929, best error:      1092.34851 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 48.6323165894s, input_fired_time: 0.7505679131, output_fired_time: 0.6664067507, propagate_forward_time: 17.4780559540, propagate_backward_time: 27.4143371582, weight_update_time: 0.1221623346, other_time: 2.3229465485
epoch time: 3.9892797470s, input_fired_time: 0.0961268395, output_fired_time: 0.0000000000, propagate_forward_time: 3.4833869934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097659588
validation[          , genome  4663] predictions:    9620/  10000 (96.20%), best:    9642/10000 (96.42%), error:      1191.63879, best error:      1092.34851 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.5211601257s, input_fired_time: 0.7466344833, output_fired_time: 0.6626176834, propagate_forward_time: 17.4657211304, propagate_backward_time: 27.3519325256, weight_update_time: 0.1196472719, other_time: 2.2942543030
epoch time: 3.9710299969s, input_fired_time: 0.0957061276, output_fired_time: 0.0000000000, propagate_forward_time: 3.4702053070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051184654
validation[          , genome  4663] predictions:    9633/  10000 (96.33%), best:    9642/10000 (96.42%), error:      1211.84216, best error:      1092.34851 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.2327003479s, input_fired_time: 0.7420089841, output_fired_time: 0.6604762673, propagate_forward_time: 17.3519477844, propagate_backward_time: 27.2357425690, weight_update_time: 0.1173281744, other_time: 2.2425251007
epoch time: 3.9545159340s, input_fired_time: 0.0970089361, output_fired_time: 0.0000000000, propagate_forward_time: 3.4538254738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036815166
validation[          , genome  4663] predictions:    9635/  10000 (96.35%), best:    9642/10000 (96.42%), error:      1128.72314, best error:      1092.34851 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.6610870361s, input_fired_time: 0.7486268878, output_fired_time: 0.6695897579, propagate_forward_time: 17.4860954285, propagate_backward_time: 27.4775352478, weight_update_time: 0.1202260479, other_time: 2.2792396545
epoch time: 3.9900796413s, input_fired_time: 0.0970272645, output_fired_time: 0.0000000000, propagate_forward_time: 3.4918947220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011576176
validation[          , genome  4663] predictions:    9594/  10000 (95.94%), best:    9642/10000 (96.42%), error:      1313.17542, best error:      1092.34851 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.6183776855s, input_fired_time: 0.7506126761, output_fired_time: 0.6673918962, propagate_forward_time: 17.4510097504, propagate_backward_time: 27.4353065491, weight_update_time: 0.1206275970, other_time: 2.3140544891
epoch time: 3.9970476627s, input_fired_time: 0.0975684747, output_fired_time: 0.0000000000, propagate_forward_time: 3.4878883362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115908146
validation[          , genome  4663] predictions:    9636/  10000 (96.36%), best:    9642/10000 (96.42%), error:      1183.05701, best error:      1092.34851 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.6285133362s, input_fired_time: 0.7517911196, output_fired_time: 0.6689379215, propagate_forward_time: 17.4677009583, propagate_backward_time: 27.4248428345, weight_update_time: 0.1222281307, other_time: 2.3152389526
epoch time: 3.9937865734s, input_fired_time: 0.0965176597, output_fired_time: 0.0000000000, propagate_forward_time: 3.4854462147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118227959
validation[          , genome  4663] predictions:    9490/  10000 (94.90%), best:    9642/10000 (96.42%), error:      1676.72266, best error:      1092.34851 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.6158065796s, input_fired_time: 0.7504709363, output_fired_time: 0.6711142659, propagate_forward_time: 17.4482345581, propagate_backward_time: 27.4280376434, weight_update_time: 0.1211687997, other_time: 2.3179492950
epoch time: 3.9847979546s, input_fired_time: 0.0956210867, output_fired_time: 0.0000000000, propagate_forward_time: 3.4780838490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110929966
validation[          , genome  4663] predictions:    9585/  10000 (95.85%), best:    9642/10000 (96.42%), error:      1281.23767, best error:      1092.34851 on epoch:    64, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.4276237488s, input_fired_time: 0.7462697625, output_fired_time: 0.6637210250, propagate_forward_time: 17.3857078552, propagate_backward_time: 27.3197307587, weight_update_time: 0.1198929548, other_time: 2.3121967316
epoch time: 3.9841644764s, input_fired_time: 0.0979811326, output_fired_time: 0.0000000000, propagate_forward_time: 3.4767665863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094166756
validation[          , genome  4663] predictions:    9641/  10000 (96.41%), best:    9642/10000 (96.42%), error:      1137.32898, best error:      1092.34851 on epoch:    64, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.4752082825s, input_fired_time: 0.7481361628, output_fired_time: 0.6642686129, propagate_forward_time: 17.4214630127, propagate_backward_time: 27.3284416199, weight_update_time: 0.1200219914, other_time: 2.3129005432
epoch time: 3.9960613251s, input_fired_time: 0.0958081782, output_fired_time: 0.0000000000, propagate_forward_time: 3.4912946224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089584351
validation[          , genome  4663] predictions:    9609/  10000 (96.09%), best:    9642/10000 (96.42%), error:      1236.11707, best error:      1092.34851 on epoch:    64, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.3488998413s, input_fired_time: 0.7457252145, output_fired_time: 0.6608073115, propagate_forward_time: 17.3936939240, propagate_backward_time: 27.2761669159, weight_update_time: 0.1200103462, other_time: 2.2725067139
epoch time: 3.9726879597s, input_fired_time: 0.0950594023, output_fired_time: 0.0000000000, propagate_forward_time: 3.4744188786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032096863
validation[          , genome  4663] predictions:    9536/  10000 (95.36%), best:    9642/10000 (96.42%), error:      1534.76355, best error:      1092.34851 on epoch:    64, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.3536758423s, input_fired_time: 0.7447944880, output_fired_time: 0.6649188399, propagate_forward_time: 17.3883152008, propagate_backward_time: 27.2890472412, weight_update_time: 0.1198347136, other_time: 2.2666034698
epoch time: 3.9637863636s, input_fired_time: 0.0972233266, output_fired_time: 0.0000000000, propagate_forward_time: 3.4631981850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033648968
validation[          , genome  4663] predictions:    9613/  10000 (96.13%), best:    9642/10000 (96.42%), error:      1250.74500, best error:      1092.34851 on epoch:    64, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.5923004150s, input_fired_time: 0.7521804571, output_fired_time: 0.6669923663, propagate_forward_time: 17.4292221069, propagate_backward_time: 27.4211349487, weight_update_time: 0.1220739260, other_time: 2.3227691650
epoch time: 3.9723541737s, input_fired_time: 0.0969699919, output_fired_time: 0.0000000000, propagate_forward_time: 3.4659798145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094042778
validation[          , genome  4663] predictions:    9618/  10000 (96.18%), best:    9642/10000 (96.42%), error:      1215.18872, best error:      1092.34851 on epoch:    64, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.4609107971s, input_fired_time: 0.7505937219, output_fired_time: 0.6632950306, propagate_forward_time: 17.4045200348, propagate_backward_time: 27.3368721008, weight_update_time: 0.1200029999, other_time: 2.3056278229
epoch time: 3.9863731861s, input_fired_time: 0.0947065800, output_fired_time: 0.0000000000, propagate_forward_time: 3.4792923927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123742580
validation[          , genome  4663] predictions:    9569/  10000 (95.69%), best:    9642/10000 (96.42%), error:      1370.49463, best error:      1092.34851 on epoch:    64, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 48.4902801514s, input_fired_time: 0.7524204850, output_fired_time: 0.6624115705, propagate_forward_time: 17.4143772125, propagate_backward_time: 27.3428096771, weight_update_time: 0.1214545444, other_time: 2.3182601929
epoch time: 3.9646425247s, input_fired_time: 0.0968790948, output_fired_time: 0.0000000000, propagate_forward_time: 3.4633703232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043931961
validation[          , genome  4663] predictions:    9585/  10000 (95.85%), best:    9642/10000 (96.42%), error:      1300.25537, best error:      1092.34851 on epoch:    64, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.6234474182s, input_fired_time: 0.7501534820, output_fired_time: 0.6711211205, propagate_forward_time: 17.4447956085, propagate_backward_time: 27.4405803680, weight_update_time: 0.1217139289, other_time: 2.3167991638
epoch time: 3.9971492290s, input_fired_time: 0.0974210948, output_fired_time: 0.0000000000, propagate_forward_time: 3.4911277294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086003304
validation[          , genome  4663] predictions:    9635/  10000 (96.35%), best:    9642/10000 (96.42%), error:      1139.31055, best error:      1092.34851 on epoch:    64, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.6526679993s, input_fired_time: 0.7544608712, output_fired_time: 0.6713724732, propagate_forward_time: 17.4525432587, propagate_backward_time: 27.4543399811, weight_update_time: 0.1222102493, other_time: 2.3199539185
epoch time: 3.9911780357s, input_fired_time: 0.0970584601, output_fired_time: 0.0000000000, propagate_forward_time: 3.4840087891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101107121
validation[          , genome  4663] predictions:    9518/  10000 (95.18%), best:    9642/10000 (96.42%), error:      1616.95972, best error:      1092.34851 on epoch:    64, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.5997619629s, input_fired_time: 0.7533647418, output_fired_time: 0.6655547619, propagate_forward_time: 17.4214534760, propagate_backward_time: 27.4434738159, weight_update_time: 0.1225451007, other_time: 2.3159160614
epoch time: 3.9828050137s, input_fired_time: 0.0981686562, output_fired_time: 0.0000000000, propagate_forward_time: 3.4722201824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124162197
validation[          , genome  4663] predictions:    9598/  10000 (95.98%), best:    9642/10000 (96.42%), error:      1241.84839, best error:      1092.34851 on epoch:    64, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.4384231567s, input_fired_time: 0.7520297170, output_fired_time: 0.6618004441, propagate_forward_time: 17.3916530609, propagate_backward_time: 27.3228359222, weight_update_time: 0.1219099388, other_time: 2.3101043701
epoch time: 3.9956586361s, input_fired_time: 0.0966603979, output_fired_time: 0.0000000000, propagate_forward_time: 3.4874708652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115273952
validation[          , genome  4663] predictions:    9552/  10000 (95.52%), best:    9642/10000 (96.42%), error:      1444.09802, best error:      1092.34851 on epoch:    64, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.5221748352s, input_fired_time: 0.7488270402, output_fired_time: 0.6643234491, propagate_forward_time: 17.4289073944, propagate_backward_time: 27.3685531616, weight_update_time: 0.1229474843, other_time: 2.3115634918
epoch time: 3.9976518154s, input_fired_time: 0.0977017209, output_fired_time: 0.0000000000, propagate_forward_time: 3.4883658886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115841389
validation[          , genome  4663] predictions:    9579/  10000 (95.79%), best:    9642/10000 (96.42%), error:      1322.13159, best error:      1092.34851 on epoch:    64, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.6872024536s, input_fired_time: 0.7525209188, output_fired_time: 0.6693878174, propagate_forward_time: 17.4487419128, propagate_backward_time: 27.4991874695, weight_update_time: 0.1236663535, other_time: 2.3173637390
epoch time: 3.9937987328s, input_fired_time: 0.0961349756, output_fired_time: 0.0000000000, propagate_forward_time: 3.4855303764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121334553
validation[          , genome  4663] predictions:    9648/  10000 (96.48%), best:    9642/10000 (96.42%), error:      1128.18677, best error:      1092.34851 on epoch:    64, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.3642768860s, input_fired_time: 0.7492771745, output_fired_time: 0.6597861052, propagate_forward_time: 17.3602142334, propagate_backward_time: 27.2906723022, weight_update_time: 0.1224194840, other_time: 2.3043251038
epoch time: 3.9826626778s, input_fired_time: 0.0959004536, output_fired_time: 0.0000000000, propagate_forward_time: 3.4756162167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111459255
validation[          , genome  4663] predictions:    9565/  10000 (95.65%), best:    9642/10000 (96.42%), error:      1368.50085, best error:      1092.34851 on epoch:    64, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.6588439941s, input_fired_time: 0.7454723716, output_fired_time: 0.6689694524, propagate_forward_time: 17.4335670471, propagate_backward_time: 27.5579223633, weight_update_time: 0.1231213212, other_time: 2.2529144287
epoch time: 4.0104646683s, input_fired_time: 0.0960136801, output_fired_time: 0.0000000000, propagate_forward_time: 3.5111787319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032721519
validation[          , genome  4663] predictions:    9584/  10000 (95.84%), best:    9642/10000 (96.42%), error:      1321.34753, best error:      1092.34851 on epoch:    64, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.4441947937s, input_fired_time: 0.7519915104, output_fired_time: 0.6615351439, propagate_forward_time: 17.3872623444, propagate_backward_time: 27.3168621063, weight_update_time: 0.1235700250, other_time: 2.3265457153
epoch time: 3.9896314144s, input_fired_time: 0.0957983658, output_fired_time: 0.0000000000, propagate_forward_time: 3.4814331532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124000072
validation[          , genome  4663] predictions:    9610/  10000 (96.10%), best:    9642/10000 (96.42%), error:      1299.93298, best error:      1092.34851 on epoch:    64, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.5701293945s, input_fired_time: 0.7532197833, output_fired_time: 0.6675769091, propagate_forward_time: 17.4171428680, propagate_backward_time: 27.4115219116, weight_update_time: 0.1247650012, other_time: 2.3206691742
epoch time: 3.9879002571s, input_fired_time: 0.0959999785, output_fired_time: 0.0000000000, propagate_forward_time: 3.4805896282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113106728
validation[          , genome  4663] predictions:    9634/  10000 (96.34%), best:    9642/10000 (96.42%), error:      1132.84033, best error:      1092.34851 on epoch:    64, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 48.3831520081s, input_fired_time: 0.7510184646, output_fired_time: 0.6667153835, propagate_forward_time: 17.3036441803, propagate_backward_time: 27.3456478119, weight_update_time: 0.1242579892, other_time: 2.3161277771
epoch time: 3.9871370792s, input_fired_time: 0.0949607342, output_fired_time: 0.0000000000, propagate_forward_time: 3.4895217419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026546478
validation[          , genome  4663] predictions:    9594/  10000 (95.94%), best:    9642/10000 (96.42%), error:      1318.39148, best error:      1092.34851 on epoch:    64, 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: 20.0600528717s, input_fired_time: 0.4877292216, output_fired_time: 0.0000000000, propagate_forward_time: 17.4349575043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1373653412
best training[          , genome  4663] predictions:   49213/  50000 (98.43%), best:    9642/10000 (96.42%), error:      2950.96167, best error:      1092.34851 on epoch:    64, 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: 4.0021014214s, input_fired_time: 0.0970161781, output_fired_time: 0.0000000000, propagate_forward_time: 3.4920361042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130492210
   testing[          , genome  4663] predictions:    9738/  10000 (97.38%), best:    9642/10000 (96.42%), error:       902.83405, best error:      1092.34851 on epoch:    64, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:41:44 (2544): called boinc_finish(0)

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