Nameexact_genome_1512568488_43_3095_0
Workunit2586761
Created7 Dec 2017, 2:59:44 UTC
Sent7 Dec 2017, 3:06:42 UTC
Report deadline10 Dec 2017, 2:51:09 UTC
Received7 Dec 2017, 4:47:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 40 min 2 sec
CPU time1 hours 36 min 30 sec
Validate stateValid
Credit747.30
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.48 MB
Peak swap size156.25 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0627686456, output_fired_time: 0.0000000000, propagate_forward_time: 4.2560777664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497275352
validation[          , genome  3095] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1741.12488, best error:      1741.12488 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.5385818481s, input_fired_time: 0.4618613422, output_fired_time: 0.4705755115, propagate_forward_time: 20.2535915375, propagate_backward_time: 28.9587154388, weight_update_time: 0.1318903267, other_time: 2.3938369751
epoch time: 4.5465989113s, input_fired_time: 0.0580098107, output_fired_time: 0.0000000000, propagate_forward_time: 4.0679945946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205946922
validation[          , genome  3095] predictions:    9477/  10000 (94.77%), best:    9480/10000 (94.80%), error:      1780.15173, best error:      1741.12488 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.4503097534s, input_fired_time: 0.4650193155, output_fired_time: 0.4762139320, propagate_forward_time: 20.6216926575, propagate_backward_time: 29.5018043518, weight_update_time: 0.1317921579, other_time: 2.3855781555
epoch time: 4.7477407455s, input_fired_time: 0.0626686141, output_fired_time: 0.0000000000, propagate_forward_time: 4.2374963760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475755692
validation[          , genome  3095] predictions:    9498/  10000 (94.98%), best:    9498/10000 (94.98%), error:      1703.47083, best error:      1703.47083 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.3765602112s, input_fired_time: 0.4732166827, output_fired_time: 0.4756119847, propagate_forward_time: 20.5985698700, propagate_backward_time: 29.4336891174, weight_update_time: 0.1325818002, other_time: 2.3954715729
epoch time: 4.5631632805s, input_fired_time: 0.0584954582, output_fired_time: 0.0000000000, propagate_forward_time: 4.0835776329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210901260
validation[          , genome  3095] predictions:    9461/  10000 (94.61%), best:    9498/10000 (94.98%), error:      1738.67920, best error:      1703.47083 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.9975738525s, input_fired_time: 0.4629889131, output_fired_time: 0.4715566039, propagate_forward_time: 20.3821792603, propagate_backward_time: 29.3050212860, weight_update_time: 0.1318389624, other_time: 2.3758258820
epoch time: 4.6281332970s, input_fired_time: 0.0600102991, output_fired_time: 0.0000000000, propagate_forward_time: 4.1490612030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190616608
validation[          , genome  3095] predictions:    9487/  10000 (94.87%), best:    9498/10000 (94.98%), error:      1711.77429, best error:      1703.47083 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.4684715271s, input_fired_time: 0.4649614990, output_fired_time: 0.4689614773, propagate_forward_time: 20.1774349213, propagate_backward_time: 28.9548301697, weight_update_time: 0.1319175512, other_time: 2.4022846222
epoch time: 4.4959111214s, input_fired_time: 0.0594635643, output_fired_time: 0.0000000000, propagate_forward_time: 4.0169734955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194741249
validation[          , genome  3095] predictions:    9417/  10000 (94.17%), best:    9498/10000 (94.98%), error:      1925.07239, best error:      1703.47083 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.9620742798s, input_fired_time: 0.4634627998, output_fired_time: 0.4689202309, propagate_forward_time: 19.8557415009, propagate_backward_time: 28.7270278931, weight_update_time: 0.1311985403, other_time: 2.4469203949
epoch time: 4.7371878624s, input_fired_time: 0.0619870871, output_fired_time: 0.0000000000, propagate_forward_time: 4.2329397202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422612190
validation[          , genome  3095] predictions:    9466/  10000 (94.66%), best:    9498/10000 (94.98%), error:      1826.46704, best error:      1703.47083 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.8680419922s, input_fired_time: 0.4645093083, output_fired_time: 0.4705656767, propagate_forward_time: 20.3828067780, propagate_backward_time: 29.1387710571, weight_update_time: 0.1315020025, other_time: 2.4113903046
epoch time: 4.4140610695s, input_fired_time: 0.0574385114, output_fired_time: 0.0000000000, propagate_forward_time: 3.9373216629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193010330
validation[          , genome  3095] predictions:    9463/  10000 (94.63%), best:    9498/10000 (94.98%), error:      1752.78906, best error:      1703.47083 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.4381828308s, input_fired_time: 0.4639192224, output_fired_time: 0.4675067961, propagate_forward_time: 20.2338924408, propagate_backward_time: 28.9031028748, weight_update_time: 0.1315323114, other_time: 2.3697605133
epoch time: 4.5730977058s, input_fired_time: 0.0586628318, output_fired_time: 0.0000000000, propagate_forward_time: 4.0911955833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232392311
validation[          , genome  3095] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1679.27112, best error:      1679.27112 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.8789901733s, input_fired_time: 0.4613327086, output_fired_time: 0.4668699503, propagate_forward_time: 19.8642120361, propagate_backward_time: 28.6440525055, weight_update_time: 0.1316296607, other_time: 2.4425220490
epoch time: 4.6188817024s, input_fired_time: 0.0607329272, output_fired_time: 0.0000000000, propagate_forward_time: 4.1212754250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368734360
validation[          , genome  3095] predictions:    9481/  10000 (94.81%), best:    9495/10000 (94.95%), error:      1736.31445, best error:      1679.27112 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.2571601868s, input_fired_time: 0.4681132436, output_fired_time: 0.4757947922, propagate_forward_time: 20.4741535187, propagate_backward_time: 29.3720130920, weight_update_time: 0.1353605092, other_time: 2.4670848846
epoch time: 4.4959774017s, input_fired_time: 0.0591462068, output_fired_time: 0.0000000000, propagate_forward_time: 4.0013661385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354648590
validation[          , genome  3095] predictions:    9478/  10000 (94.78%), best:    9495/10000 (94.95%), error:      1738.37463, best error:      1679.27112 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.0915298462s, input_fired_time: 0.4691384137, output_fired_time: 0.4768833816, propagate_forward_time: 20.4435882568, propagate_backward_time: 29.2844562531, weight_update_time: 0.1314507425, other_time: 2.4174633026
epoch time: 4.5617079735s, input_fired_time: 0.0587172620, output_fired_time: 0.0000000000, propagate_forward_time: 4.0684695244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345211983
validation[          , genome  3095] predictions:    9477/  10000 (94.77%), best:    9495/10000 (94.95%), error:      1727.73523, best error:      1679.27112 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.6232490540s, input_fired_time: 0.4639647901, output_fired_time: 0.4753668904, propagate_forward_time: 20.2685737610, propagate_backward_time: 29.0445976257, weight_update_time: 0.1333555579, other_time: 2.3707427979
epoch time: 4.4393658638s, input_fired_time: 0.0582026578, output_fired_time: 0.0000000000, propagate_forward_time: 3.9683122635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128508568
validation[          , genome  3095] predictions:    9479/  10000 (94.79%), best:    9495/10000 (94.95%), error:      1720.82239, best error:      1679.27112 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.6913108826s, input_fired_time: 0.4668081403, output_fired_time: 0.4744893312, propagate_forward_time: 20.1118469238, propagate_backward_time: 29.1712760925, weight_update_time: 0.1343090683, other_time: 2.4668884277
epoch time: 4.5946631432s, input_fired_time: 0.0595501326, output_fired_time: 0.0000000000, propagate_forward_time: 4.1024875641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326252937
validation[          , genome  3095] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1669.79724, best error:      1669.79724 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.8094940186s, input_fired_time: 0.4649071395, output_fired_time: 0.4618157148, propagate_forward_time: 19.9501056671, propagate_backward_time: 28.5784053802, weight_update_time: 0.1301898062, other_time: 2.3542594910
epoch time: 4.6784029007s, input_fired_time: 0.0613372736, output_fired_time: 0.0000000000, propagate_forward_time: 4.1648359299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522294998
validation[          , genome  3095] predictions:    9468/  10000 (94.68%), best:    9510/10000 (95.10%), error:      1795.45642, best error:      1669.79724 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.9267959595s, input_fired_time: 0.4633930326, output_fired_time: 0.4682722688, propagate_forward_time: 20.4519271851, propagate_backward_time: 29.1551570892, weight_update_time: 0.1320649087, other_time: 2.3880443573
epoch time: 4.4008216858s, input_fired_time: 0.0583124422, output_fired_time: 0.0000000000, propagate_forward_time: 3.9196162224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228930473
validation[          , genome  3095] predictions:    9532/  10000 (95.32%), best:    9532/10000 (95.32%), error:      1604.53052, best error:      1604.53052 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.8871383667s, input_fired_time: 0.4614183307, output_fired_time: 0.4677094817, propagate_forward_time: 19.8525733948, propagate_backward_time: 28.7246875763, weight_update_time: 0.1299889088, other_time: 2.3807506561
epoch time: 4.3767352104s, input_fired_time: 0.0589230359, output_fired_time: 0.0000000000, propagate_forward_time: 3.8534283638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643836021
validation[          , genome  3095] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1592.64417, best error:      1592.64417 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.0497589111s, input_fired_time: 0.4610475302, output_fired_time: 0.4646415710, propagate_forward_time: 20.0756187439, propagate_backward_time: 28.6641445160, weight_update_time: 0.1300786138, other_time: 2.3843059540
epoch time: 4.6063914299s, input_fired_time: 0.0607940592, output_fired_time: 0.0000000000, propagate_forward_time: 4.1137485504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318490028
validation[          , genome  3095] predictions:    9479/  10000 (94.79%), best:    9539/10000 (95.39%), error:      1722.83105, best error:      1592.64417 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.3328781128s, input_fired_time: 0.4682514071, output_fired_time: 0.4752816558, propagate_forward_time: 20.6088867188, propagate_backward_time: 29.4347991943, weight_update_time: 0.1311293393, other_time: 2.3456611633
epoch time: 4.5676302910s, input_fired_time: 0.0599563047, output_fired_time: 0.0000000000, propagate_forward_time: 4.0843296051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233446121
validation[          , genome  3095] predictions:    9439/  10000 (94.39%), best:    9539/10000 (95.39%), error:      1827.90381, best error:      1592.64417 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.8292541504s, input_fired_time: 0.4693533182, output_fired_time: 0.4717973769, propagate_forward_time: 20.3313426971, propagate_backward_time: 29.1545009613, weight_update_time: 0.1318809390, other_time: 2.4022598267
epoch time: 4.6171827316s, input_fired_time: 0.0591613799, output_fired_time: 0.0000000000, propagate_forward_time: 4.1342062950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238152504
validation[          , genome  3095] predictions:    9480/  10000 (94.80%), best:    9539/10000 (95.39%), error:      1752.86694, best error:      1592.64417 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.9457168579s, input_fired_time: 0.4663945735, output_fired_time: 0.4703355134, propagate_forward_time: 19.9402770996, propagate_backward_time: 28.6739578247, weight_update_time: 0.1314912140, other_time: 2.3947486877
epoch time: 4.6688876152s, input_fired_time: 0.0600451194, output_fired_time: 0.0000000000, propagate_forward_time: 4.1746463776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341959953
validation[          , genome  3095] predictions:    9490/  10000 (94.90%), best:    9539/10000 (95.39%), error:      1680.33655, best error:      1592.64417 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.7214202881s, input_fired_time: 0.4671527147, output_fired_time: 0.4684281647, propagate_forward_time: 20.3400344849, propagate_backward_time: 29.0799922943, weight_update_time: 0.1301281601, other_time: 2.3658123016
epoch time: 4.5844893456s, input_fired_time: 0.0599156804, output_fired_time: 0.0000000000, propagate_forward_time: 4.0939922333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305815697
validation[          , genome  3095] predictions:    9516/  10000 (95.16%), best:    9539/10000 (95.39%), error:      1599.95874, best error:      1592.64417 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.1276245117s, input_fired_time: 0.4651692510, output_fired_time: 0.4702030122, propagate_forward_time: 19.9969196320, propagate_backward_time: 28.7910099030, weight_update_time: 0.1309395283, other_time: 2.4043235779
epoch time: 4.6150445938s, input_fired_time: 0.0606815927, output_fired_time: 0.0000000000, propagate_forward_time: 4.1145944595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397683144
validation[          , genome  3095] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1590.39795, best error:      1590.39795 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.0613594055s, input_fired_time: 0.4633348286, output_fired_time: 0.4666631818, propagate_forward_time: 20.0491142273, propagate_backward_time: 28.7138500214, weight_update_time: 0.1304164529, other_time: 2.3683986664
epoch time: 4.5649819374s, input_fired_time: 0.0605677515, output_fired_time: 0.0000000000, propagate_forward_time: 4.0680480003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363660812
validation[          , genome  3095] predictions:    9510/  10000 (95.10%), best:    9526/10000 (95.26%), error:      1708.93433, best error:      1590.39795 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.6289520264s, input_fired_time: 0.4610254169, output_fired_time: 0.4664700031, propagate_forward_time: 19.6515216827, propagate_backward_time: 28.6517601013, weight_update_time: 0.1312092096, other_time: 2.3981761932
epoch time: 4.6024031639s, input_fired_time: 0.0604869835, output_fired_time: 0.0000000000, propagate_forward_time: 4.1087570190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331593513
validation[          , genome  3095] predictions:    9520/  10000 (95.20%), best:    9526/10000 (95.26%), error:      1644.36597, best error:      1590.39795 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.0357398987s, input_fired_time: 0.4707877636, output_fired_time: 0.4723143280, propagate_forward_time: 20.4362697601, propagate_backward_time: 29.2407436371, weight_update_time: 0.1327435672, other_time: 2.4156265259
epoch time: 4.8218693733s, input_fired_time: 0.0642509237, output_fired_time: 0.0000000000, propagate_forward_time: 4.2919964790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656219482
validation[          , genome  3095] predictions:    9414/  10000 (94.14%), best:    9526/10000 (95.26%), error:      1973.82739, best error:      1590.39795 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.3853378296s, input_fired_time: 0.4684909582, output_fired_time: 0.4663438201, propagate_forward_time: 20.2579441071, propagate_backward_time: 28.7712173462, weight_update_time: 0.1325553060, other_time: 2.4213428497
epoch time: 4.1772575378s, input_fired_time: 0.0568333194, output_fired_time: 0.0000000000, propagate_forward_time: 3.7018454075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185788631
validation[          , genome  3095] predictions:    9528/  10000 (95.28%), best:    9526/10000 (95.26%), error:      1607.62634, best error:      1590.39795 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.5548591614s, input_fired_time: 0.4752603769, output_fired_time: 0.4790890813, propagate_forward_time: 20.6272182465, propagate_backward_time: 29.5410614014, weight_update_time: 0.1343041211, other_time: 2.4322299957
epoch time: 4.4389796257s, input_fired_time: 0.0600616261, output_fired_time: 0.0000000000, propagate_forward_time: 3.9294674397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494507313
validation[          , genome  3095] predictions:    9518/  10000 (95.18%), best:    9526/10000 (95.26%), error:      1613.05505, best error:      1590.39795 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.1975784302s, input_fired_time: 0.4688229859, output_fired_time: 0.4734965563, propagate_forward_time: 20.4804706573, propagate_backward_time: 29.4145050049, weight_update_time: 0.1297813952, other_time: 2.3602848053
epoch time: 4.5541939735s, input_fired_time: 0.0597335659, output_fired_time: 0.0000000000, propagate_forward_time: 4.0757889748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186716080
validation[          , genome  3095] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1587.43066, best error:      1587.43066 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.4389953613s, input_fired_time: 0.4707066417, output_fired_time: 0.4693114161, propagate_forward_time: 20.2298831940, propagate_backward_time: 28.8197345734, weight_update_time: 0.1332368553, other_time: 2.4493598938
epoch time: 4.5593996048s, input_fired_time: 0.0589614138, output_fired_time: 0.0000000000, propagate_forward_time: 4.0765647888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238734245
validation[          , genome  3095] predictions:    9509/  10000 (95.09%), best:    9538/10000 (95.38%), error:      1631.21472, best error:      1587.43066 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.0713157654s, input_fired_time: 0.4642704725, output_fired_time: 0.4700748324, propagate_forward_time: 19.9143028259, propagate_backward_time: 28.8281402588, weight_update_time: 0.1308132857, other_time: 2.3945274353
epoch time: 4.5377292633s, input_fired_time: 0.0589609817, output_fired_time: 0.0000000000, propagate_forward_time: 4.0642528534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145154953
validation[          , genome  3095] predictions:    9526/  10000 (95.26%), best:    9538/10000 (95.38%), error:      1593.34302, best error:      1587.43066 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.0831031799s, input_fired_time: 0.4702172875, output_fired_time: 0.4754424393, propagate_forward_time: 20.5023517609, propagate_backward_time: 29.2424011230, weight_update_time: 0.1322474182, other_time: 2.3926906586
epoch time: 4.6394839287s, input_fired_time: 0.0609270707, output_fired_time: 0.0000000000, propagate_forward_time: 4.1465411186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320158958
validation[          , genome  3095] predictions:    9542/  10000 (95.42%), best:    9542/10000 (95.42%), error:      1560.62488, best error:      1560.62488 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 51.7154922485s, input_fired_time: 0.4655192792, output_fired_time: 0.4638347924, propagate_forward_time: 19.9058818817, propagate_backward_time: 28.4675941467, weight_update_time: 0.1326152086, other_time: 2.4126605988
epoch time: 4.2835140228s, input_fired_time: 0.0578313321, output_fired_time: 0.0000000000, propagate_forward_time: 3.7779603004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477224350
validation[          , genome  3095] predictions:    9541/  10000 (95.41%), best:    9541/10000 (95.41%), error:      1553.72034, best error:      1553.72034 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.5432853699s, input_fired_time: 0.4725948274, output_fired_time: 0.4755342901, propagate_forward_time: 20.6499805450, propagate_backward_time: 29.5496215820, weight_update_time: 0.1352740079, other_time: 2.3955554962
epoch time: 4.6338281631s, input_fired_time: 0.0595920794, output_fired_time: 0.0000000000, propagate_forward_time: 4.1555309296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187049866
validation[          , genome  3095] predictions:    9534/  10000 (95.34%), best:    9541/10000 (95.41%), error:      1626.43311, best error:      1553.72034 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.4123077393s, input_fired_time: 0.4775757790, output_fired_time: 0.4761000276, propagate_forward_time: 20.6082401276, propagate_backward_time: 29.4310150146, weight_update_time: 0.1323893368, other_time: 2.4193744659
epoch time: 4.5843100548s, input_fired_time: 0.0599594340, output_fired_time: 0.0000000000, propagate_forward_time: 4.0955643654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287862778
validation[          , genome  3095] predictions:    9472/  10000 (94.72%), best:    9541/10000 (95.41%), error:      1784.07837, best error:      1553.72034 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.9439582825s, input_fired_time: 0.4731394351, output_fired_time: 0.4725033045, propagate_forward_time: 20.4079189301, propagate_backward_time: 29.2164211273, weight_update_time: 0.1327124685, other_time: 2.3739738464
epoch time: 4.3555731773s, input_fired_time: 0.0591778792, output_fired_time: 0.0000000000, propagate_forward_time: 3.8713521957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250431061
validation[          , genome  3095] predictions:    9520/  10000 (95.20%), best:    9541/10000 (95.41%), error:      1592.69153, best error:      1553.72034 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.7818031311s, input_fired_time: 0.4639570415, output_fired_time: 0.4677847028, propagate_forward_time: 19.8865146637, propagate_backward_time: 28.5598602295, weight_update_time: 0.1320281476, other_time: 2.4036846161
epoch time: 4.5310592651s, input_fired_time: 0.0609203689, output_fired_time: 0.0000000000, propagate_forward_time: 4.0449748039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251642227
validation[          , genome  3095] predictions:    9457/  10000 (94.57%), best:    9541/10000 (95.41%), error:      1847.80542, best error:      1553.72034 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.6896362305s, input_fired_time: 0.4620467126, output_fired_time: 0.4686453938, propagate_forward_time: 19.7665958405, propagate_backward_time: 28.6027431488, weight_update_time: 0.1304807365, other_time: 2.3896026611
epoch time: 4.5893449783s, input_fired_time: 0.0606949851, output_fired_time: 0.0000000000, propagate_forward_time: 4.0941433907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345064163
validation[          , genome  3095] predictions:    9515/  10000 (95.15%), best:    9541/10000 (95.41%), error:      1657.05066, best error:      1553.72034 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.9303169250s, input_fired_time: 0.4697394073, output_fired_time: 0.4704277515, propagate_forward_time: 19.8266792297, propagate_backward_time: 28.7646503448, weight_update_time: 0.1309395880, other_time: 2.3988208771
epoch time: 4.5360636711s, input_fired_time: 0.0616996512, output_fired_time: 0.0000000000, propagate_forward_time: 4.0416455269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327182770
validation[          , genome  3095] predictions:    9553/  10000 (95.53%), best:    9541/10000 (95.41%), error:      1558.04041, best error:      1553.72034 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.3064651489s, input_fired_time: 0.4695675969, output_fired_time: 0.4692509770, propagate_forward_time: 20.1515102386, propagate_backward_time: 28.7875652313, weight_update_time: 0.1343334615, other_time: 2.4285736084
epoch time: 4.6208043098s, input_fired_time: 0.0607735291, output_fired_time: 0.0000000000, propagate_forward_time: 4.1231880188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368429184
validation[          , genome  3095] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1493.07605, best error:      1493.07605 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.1360282898s, input_fired_time: 0.4723114073, output_fired_time: 0.4694934487, propagate_forward_time: 20.4970550537, propagate_backward_time: 29.3079948425, weight_update_time: 0.1334244013, other_time: 2.3891716003
epoch time: 4.5902514458s, input_fired_time: 0.0607905127, output_fired_time: 0.0000000000, propagate_forward_time: 4.0932302475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362306595
validation[          , genome  3095] predictions:    9513/  10000 (95.13%), best:    9575/10000 (95.75%), error:      1592.71692, best error:      1493.07605 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.0330467224s, input_fired_time: 0.4787678421, output_fired_time: 0.4749048948, propagate_forward_time: 20.4623508453, propagate_backward_time: 29.2623577118, weight_update_time: 0.1321223378, other_time: 2.3546676636
epoch time: 4.5330877304s, input_fired_time: 0.0611180924, output_fired_time: 0.0000000000, propagate_forward_time: 4.0528125763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191570282
validation[          , genome  3095] predictions:    9509/  10000 (95.09%), best:    9575/10000 (95.75%), error:      1665.88586, best error:      1493.07605 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 51.9356613159s, input_fired_time: 0.4682471454, output_fired_time: 0.4711808562, propagate_forward_time: 19.8442955017, propagate_backward_time: 28.7301387787, weight_update_time: 0.1320924610, other_time: 2.4218006134
epoch time: 4.6758460999s, input_fired_time: 0.0618942641, output_fired_time: 0.0000000000, propagate_forward_time: 4.1766905785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372611046
validation[          , genome  3095] predictions:    9514/  10000 (95.14%), best:    9575/10000 (95.75%), error:      1650.01318, best error:      1493.07605 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.7965087891s, input_fired_time: 0.4673790336, output_fired_time: 0.4670160413, propagate_forward_time: 19.7936420441, propagate_backward_time: 28.6678199768, weight_update_time: 0.1306223124, other_time: 2.4006519318
epoch time: 4.5819005966s, input_fired_time: 0.0620469041, output_fired_time: 0.0000000000, propagate_forward_time: 4.1003074646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195461273
validation[          , genome  3095] predictions:    9548/  10000 (95.48%), best:    9575/10000 (95.75%), error:      1545.64429, best error:      1493.07605 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.3886451721s, input_fired_time: 0.4702629745, output_fired_time: 0.4719163477, propagate_forward_time: 20.1105365753, propagate_backward_time: 28.9465618134, weight_update_time: 0.1330307126, other_time: 2.3893661499
epoch time: 4.2421936989s, input_fired_time: 0.0574613102, output_fired_time: 0.0000000000, propagate_forward_time: 3.7800850868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046473503
validation[          , genome  3095] predictions:    9535/  10000 (95.35%), best:    9575/10000 (95.75%), error:      1591.47095, best error:      1493.07605 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.9278450012s, input_fired_time: 0.4701810181, output_fired_time: 0.4663240612, propagate_forward_time: 19.9502449036, propagate_backward_time: 28.6301994324, weight_update_time: 0.1314413399, other_time: 2.4108963013
epoch time: 4.2772974968s, input_fired_time: 0.0595595352, output_fired_time: 0.0000000000, propagate_forward_time: 3.7799882889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377498627
validation[          , genome  3095] predictions:    9538/  10000 (95.38%), best:    9575/10000 (95.75%), error:      1588.66821, best error:      1493.07605 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.8754119873s, input_fired_time: 0.4764867723, output_fired_time: 0.4699270129, propagate_forward_time: 20.3372192383, propagate_backward_time: 29.1835861206, weight_update_time: 0.1314132214, other_time: 2.4081916809
epoch time: 4.5669116974s, input_fired_time: 0.0611279048, output_fired_time: 0.0000000000, propagate_forward_time: 4.0851073265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206762314
validation[          , genome  3095] predictions:    9540/  10000 (95.40%), best:    9575/10000 (95.75%), error:      1575.08313, best error:      1493.07605 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.4322776794s, input_fired_time: 0.4725482762, output_fired_time: 0.4712404609, propagate_forward_time: 20.1304397583, propagate_backward_time: 28.9918441772, weight_update_time: 0.1317863017, other_time: 2.3662033081
epoch time: 4.4376659393s, input_fired_time: 0.0594050437, output_fired_time: 0.0000000000, propagate_forward_time: 3.9478735924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303874969
validation[          , genome  3095] predictions:    9472/  10000 (94.72%), best:    9575/10000 (95.75%), error:      1705.71997, best error:      1493.07605 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.2351837158s, input_fired_time: 0.4782128334, output_fired_time: 0.4744551778, propagate_forward_time: 20.5327892303, propagate_backward_time: 29.3393268585, weight_update_time: 0.1325000077, other_time: 2.4103965759
epoch time: 4.5151243210s, input_fired_time: 0.0617505498, output_fired_time: 0.0000000000, propagate_forward_time: 4.0263228416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270510674
validation[          , genome  3095] predictions:    9521/  10000 (95.21%), best:    9575/10000 (95.75%), error:      1607.96863, best error:      1493.07605 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.8194427490s, input_fired_time: 0.4669204950, output_fired_time: 0.4685697556, propagate_forward_time: 19.8328647614, propagate_backward_time: 28.6693496704, weight_update_time: 0.1320772618, other_time: 2.3817386627
epoch time: 4.6173696518s, input_fired_time: 0.0612551197, output_fired_time: 0.0000000000, propagate_forward_time: 4.1282806396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278340340
validation[          , genome  3095] predictions:    9478/  10000 (94.78%), best:    9575/10000 (95.75%), error:      1724.28564, best error:      1493.07605 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.7802696228s, input_fired_time: 0.4689414501, output_fired_time: 0.4687098861, propagate_forward_time: 19.1310634613, propagate_backward_time: 28.2542572021, weight_update_time: 0.1305097640, other_time: 2.4573001862
epoch time: 4.6832752228s, input_fired_time: 0.0611466579, output_fired_time: 0.0000000000, propagate_forward_time: 4.1826567650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394717216
validation[          , genome  3095] predictions:    9535/  10000 (95.35%), best:    9575/10000 (95.75%), error:      1581.39038, best error:      1493.07605 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.2885131836s, input_fired_time: 0.4763292670, output_fired_time: 0.4636933208, propagate_forward_time: 20.1892127991, propagate_backward_time: 28.7427825928, weight_update_time: 0.1307151467, other_time: 2.4164962769
epoch time: 4.4160194397s, input_fired_time: 0.0594670922, output_fired_time: 0.0000000000, propagate_forward_time: 3.9301948547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263572693
validation[          , genome  3095] predictions:    9537/  10000 (95.37%), best:    9575/10000 (95.75%), error:      1604.89294, best error:      1493.07605 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.3912391663s, input_fired_time: 0.4720289707, output_fired_time: 0.4718236327, propagate_forward_time: 20.1540927887, propagate_backward_time: 28.8988418579, weight_update_time: 0.1325018257, other_time: 2.3944492340
epoch time: 4.5874915123s, input_fired_time: 0.0616866946, output_fired_time: 0.0000000000, propagate_forward_time: 4.0978426933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279623032
validation[          , genome  3095] predictions:    9559/  10000 (95.59%), best:    9575/10000 (95.75%), error:      1528.82007, best error:      1493.07605 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.3731727600s, input_fired_time: 0.4689139426, output_fired_time: 0.4644729495, propagate_forward_time: 19.6351146698, propagate_backward_time: 28.3862190247, weight_update_time: 0.1301423907, other_time: 2.4184513092
epoch time: 4.7658019066s, input_fired_time: 0.0659420565, output_fired_time: 0.0000000000, propagate_forward_time: 4.2451839447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546756744
validation[          , genome  3095] predictions:    9525/  10000 (95.25%), best:    9575/10000 (95.75%), error:      1589.39478, best error:      1493.07605 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.8038177490s, input_fired_time: 0.4761587083, output_fired_time: 0.4701098204, propagate_forward_time: 20.3536968231, propagate_backward_time: 29.1114692688, weight_update_time: 0.1325986832, other_time: 2.3923854828
epoch time: 4.6157770157s, input_fired_time: 0.0619406588, output_fired_time: 0.0000000000, propagate_forward_time: 4.1236200333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302163124
validation[          , genome  3095] predictions:    9470/  10000 (94.70%), best:    9575/10000 (95.75%), error:      1716.06274, best error:      1493.07605 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.3868103027s, input_fired_time: 0.4742169380, output_fired_time: 0.4694965482, propagate_forward_time: 20.1894493103, propagate_backward_time: 28.8818492889, weight_update_time: 0.1310708672, other_time: 2.3717975616
epoch time: 4.5503258705s, input_fired_time: 0.0617898367, output_fired_time: 0.0000000000, propagate_forward_time: 4.0568537712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316821098
validation[          , genome  3095] predictions:    9543/  10000 (95.43%), best:    9575/10000 (95.75%), error:      1563.99463, best error:      1493.07605 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.6575279236s, input_fired_time: 0.4764156342, output_fired_time: 0.4706991017, propagate_forward_time: 20.3396377563, propagate_backward_time: 28.9711074829, weight_update_time: 0.1326615512, other_time: 2.3996696472
epoch time: 4.5715136528s, input_fired_time: 0.0621950664, output_fired_time: 0.0000000000, propagate_forward_time: 4.0860643387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232540131
validation[          , genome  3095] predictions:    9539/  10000 (95.39%), best:    9575/10000 (95.75%), error:      1548.35632, best error:      1493.07605 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.3653793335s, input_fired_time: 0.4823455811, output_fired_time: 0.4695311785, propagate_forward_time: 20.1416645050, propagate_backward_time: 28.8375263214, weight_update_time: 0.1319666505, other_time: 2.4343109131
epoch time: 4.5631628036s, input_fired_time: 0.0613934658, output_fired_time: 0.0000000000, propagate_forward_time: 4.0718455315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299240112
validation[          , genome  3095] predictions:    9531/  10000 (95.31%), best:    9575/10000 (95.75%), error:      1592.86804, best error:      1493.07605 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.8446235657s, input_fired_time: 0.4682283103, output_fired_time: 0.4670426846, propagate_forward_time: 19.9745883942, propagate_backward_time: 28.6100521088, weight_update_time: 0.1288998723, other_time: 2.3247146606
epoch time: 4.6129069328s, input_fired_time: 0.0619125590, output_fired_time: 0.0000000000, propagate_forward_time: 4.1148400307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361543655
validation[          , genome  3095] predictions:    9542/  10000 (95.42%), best:    9575/10000 (95.75%), error:      1525.32312, best error:      1493.07605 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.7034759521s, input_fired_time: 0.4771034420, output_fired_time: 0.4711420536, propagate_forward_time: 20.3657398224, propagate_backward_time: 29.0026798248, weight_update_time: 0.1333462596, other_time: 2.3868103027
epoch time: 4.3215422630s, input_fired_time: 0.0613207370, output_fired_time: 0.0000000000, propagate_forward_time: 3.7984535694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617679119
validation[          , genome  3095] predictions:    9516/  10000 (95.16%), best:    9575/10000 (95.75%), error:      1641.97485, best error:      1493.07605 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.8123168945s, input_fired_time: 0.4758298695, output_fired_time: 0.4742399454, propagate_forward_time: 20.3765830994, propagate_backward_time: 29.1077404022, weight_update_time: 0.1316978484, other_time: 2.3779239655
epoch time: 4.5869760513s, input_fired_time: 0.0622183122, output_fired_time: 0.0000000000, propagate_forward_time: 4.0900034904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347543716
validation[          , genome  3095] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1552.63647, best error:      1493.07605 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.5744590759s, input_fired_time: 0.4795873165, output_fired_time: 0.4705649614, propagate_forward_time: 20.3216304779, propagate_backward_time: 28.8685894012, weight_update_time: 0.1323249936, other_time: 2.4340858459
epoch time: 4.5993776321s, input_fired_time: 0.0617469959, output_fired_time: 0.0000000000, propagate_forward_time: 4.1020550728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355754852
validation[          , genome  3095] predictions:    9555/  10000 (95.55%), best:    9575/10000 (95.75%), error:      1506.68115, best error:      1493.07605 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.4938125610s, input_fired_time: 0.4797409177, output_fired_time: 0.4723245502, propagate_forward_time: 20.2548751831, propagate_backward_time: 28.9227809906, weight_update_time: 0.1314627975, other_time: 2.3640918732
epoch time: 4.4551358223s, input_fired_time: 0.0610020719, output_fired_time: 0.0000000000, propagate_forward_time: 3.9634881020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306454659
validation[          , genome  3095] predictions:    9563/  10000 (95.63%), best:    9575/10000 (95.75%), error:      1520.90540, best error:      1493.07605 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.5052413940s, input_fired_time: 0.4768311083, output_fired_time: 0.4702460170, propagate_forward_time: 20.2766876221, propagate_backward_time: 28.8921451569, weight_update_time: 0.1318264455, other_time: 2.3893337250
epoch time: 4.8064641953s, input_fired_time: 0.0653404221, output_fired_time: 0.0000000000, propagate_forward_time: 4.2834892273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576344490
validation[          , genome  3095] predictions:    9547/  10000 (95.47%), best:    9575/10000 (95.75%), error:      1540.24255, best error:      1493.07605 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.1679153442s, input_fired_time: 0.4786810279, output_fired_time: 0.4742330313, propagate_forward_time: 20.4886779785, propagate_backward_time: 29.3447837830, weight_update_time: 0.1328588724, other_time: 2.3815422058
epoch time: 4.5777535439s, input_fired_time: 0.0622589290, output_fired_time: 0.0000000000, propagate_forward_time: 4.0933089256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221858978
validation[          , genome  3095] predictions:    9543/  10000 (95.43%), best:    9575/10000 (95.75%), error:      1559.81921, best error:      1493.07605 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.0468711853s, input_fired_time: 0.4802109003, output_fired_time: 0.4753954411, propagate_forward_time: 20.4437007904, propagate_backward_time: 29.2160339355, weight_update_time: 0.1338113844, other_time: 2.4315319061
epoch time: 4.4300293922s, input_fired_time: 0.0608083569, output_fired_time: 0.0000000000, propagate_forward_time: 3.9388089180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304122925
validation[          , genome  3095] predictions:    9419/  10000 (94.19%), best:    9575/10000 (95.75%), error:      1916.65747, best error:      1493.07605 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.3276290894s, input_fired_time: 0.4795592427, output_fired_time: 0.4679437876, propagate_forward_time: 20.1374111176, propagate_backward_time: 28.8289699554, weight_update_time: 0.1311570108, other_time: 2.4137420654
epoch time: 4.3617286682s, input_fired_time: 0.0604673587, output_fired_time: 0.0000000000, propagate_forward_time: 3.8833258152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179356098
validation[          , genome  3095] predictions:    9515/  10000 (95.15%), best:    9575/10000 (95.75%), error:      1603.90881, best error:      1493.07605 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.8297805786s, input_fired_time: 0.4715733528, output_fired_time: 0.4612388015, propagate_forward_time: 19.9168472290, propagate_backward_time: 28.5919189453, weight_update_time: 0.1298666596, other_time: 2.3882026672
epoch time: 4.5901565552s, input_fired_time: 0.0632662624, output_fired_time: 0.0000000000, propagate_forward_time: 4.0920562744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348340034
validation[          , genome  3095] predictions:    9550/  10000 (95.50%), best:    9575/10000 (95.75%), error:      1516.07153, best error:      1493.07605 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.7444877625s, input_fired_time: 0.4785533547, output_fired_time: 0.4760414362, propagate_forward_time: 20.2847671509, propagate_backward_time: 29.0859165192, weight_update_time: 0.1311819702, other_time: 2.4192104340
epoch time: 4.6536250114s, input_fired_time: 0.0634095669, output_fired_time: 0.0000000000, propagate_forward_time: 4.1292695999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609460831
validation[          , genome  3095] predictions:    9555/  10000 (95.55%), best:    9575/10000 (95.75%), error:      1506.55103, best error:      1493.07605 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.8625183105s, input_fired_time: 0.4813056290, output_fired_time: 0.4717927575, propagate_forward_time: 20.2564525604, propagate_backward_time: 29.2128696442, weight_update_time: 0.1336699277, other_time: 2.4400978088
epoch time: 4.6170520782s, input_fired_time: 0.0623352677, output_fired_time: 0.0000000000, propagate_forward_time: 4.1322407722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224758148
validation[          , genome  3095] predictions:    9546/  10000 (95.46%), best:    9575/10000 (95.75%), error:      1529.04919, best error:      1493.07605 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.3884124756s, input_fired_time: 0.4801699519, output_fired_time: 0.4676577449, propagate_forward_time: 20.0919628143, propagate_backward_time: 28.9342803955, weight_update_time: 0.1304258257, other_time: 2.4143390656
epoch time: 4.6280326843s, input_fired_time: 0.0616818145, output_fired_time: 0.0000000000, propagate_forward_time: 4.1294698715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368810654
validation[          , genome  3095] predictions:    9533/  10000 (95.33%), best:    9575/10000 (95.75%), error:      1539.14539, best error:      1493.07605 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.7432823181s, input_fired_time: 0.4865698218, output_fired_time: 0.4705093205, propagate_forward_time: 20.3430023193, propagate_backward_time: 28.9955978394, weight_update_time: 0.1330828816, other_time: 2.4476051331
epoch time: 4.3598217964s, input_fired_time: 0.0619451292, output_fired_time: 0.0000000000, propagate_forward_time: 3.8664939404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313828945
validation[          , genome  3095] predictions:    9545/  10000 (95.45%), best:    9575/10000 (95.75%), error:      1507.87659, best error:      1493.07605 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.3195571899s, input_fired_time: 0.4728141427, output_fired_time: 0.4579793215, propagate_forward_time: 19.7383422852, propagate_backward_time: 28.2834320068, weight_update_time: 0.1307593435, other_time: 2.3669891357
epoch time: 4.4632430077s, input_fired_time: 0.0605780296, output_fired_time: 0.0000000000, propagate_forward_time: 3.9709014893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317636490
validation[          , genome  3095] predictions:    9544/  10000 (95.44%), best:    9575/10000 (95.75%), error:      1547.55188, best error:      1493.07605 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.8301811218s, input_fired_time: 0.4839844108, output_fired_time: 0.4700385332, propagate_forward_time: 20.3709144592, propagate_backward_time: 29.0939960480, weight_update_time: 0.1323361844, other_time: 2.4112453461
epoch time: 4.5706520081s, input_fired_time: 0.0624173470, output_fired_time: 0.0000000000, propagate_forward_time: 4.0723710060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358634949
validation[          , genome  3095] predictions:    9547/  10000 (95.47%), best:    9575/10000 (95.75%), error:      1530.23462, best error:      1493.07605 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.8461074829s, input_fired_time: 0.4858364165, output_fired_time: 0.4764853716, propagate_forward_time: 20.7215652466, propagate_backward_time: 29.7160243988, weight_update_time: 0.1353172809, other_time: 2.4461956024
epoch time: 4.7637300491s, input_fired_time: 0.0642750263, output_fired_time: 0.0000000000, propagate_forward_time: 4.2420716286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573836327
validation[          , genome  3095] predictions:    9538/  10000 (95.38%), best:    9575/10000 (95.75%), error:      1551.61694, best error:      1493.07605 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.0296669006s, input_fired_time: 0.4738723934, output_fired_time: 0.4705965817, propagate_forward_time: 19.9206695557, propagate_backward_time: 28.7516536713, weight_update_time: 0.1316389740, other_time: 2.4128742218
epoch time: 4.6909532547s, input_fired_time: 0.0679996386, output_fired_time: 0.0000000000, propagate_forward_time: 4.1713089943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516444206
validation[          , genome  3095] predictions:    9497/  10000 (94.97%), best:    9575/10000 (95.75%), error:      1663.02942, best error:      1493.07605 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.1045951843s, input_fired_time: 0.4745028019, output_fired_time: 0.4710324407, propagate_forward_time: 19.9503803253, propagate_backward_time: 28.8576831818, weight_update_time: 0.1295832247, other_time: 2.3509979248
epoch time: 4.5424380302s, input_fired_time: 0.0622629225, output_fired_time: 0.0000000000, propagate_forward_time: 4.0425391197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376358986
validation[          , genome  3095] predictions:    9543/  10000 (95.43%), best:    9575/10000 (95.75%), error:      1527.61963, best error:      1493.07605 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.7986373901s, input_fired_time: 0.4843289554, output_fired_time: 0.4712983966, propagate_forward_time: 20.3496284485, propagate_backward_time: 29.0847721100, weight_update_time: 0.1334690899, other_time: 2.4086093903
epoch time: 4.2172188759s, input_fired_time: 0.0590676591, output_fired_time: 0.0000000000, propagate_forward_time: 3.7313568592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267942905
validation[          , genome  3095] predictions:    9539/  10000 (95.39%), best:    9575/10000 (95.75%), error:      1583.96448, best error:      1493.07605 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.4412879944s, input_fired_time: 0.4822837114, output_fired_time: 0.4717425406, propagate_forward_time: 20.0105819702, propagate_backward_time: 29.0117473602, weight_update_time: 0.1339661032, other_time: 2.4649333954
epoch time: 4.6600570679s, input_fired_time: 0.0643365458, output_fired_time: 0.0000000000, propagate_forward_time: 4.1479630470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477572441
validation[          , genome  3095] predictions:    9558/  10000 (95.58%), best:    9575/10000 (95.75%), error:      1509.60522, best error:      1493.07605 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.1295623779s, input_fired_time: 0.4832401276, output_fired_time: 0.4720445871, propagate_forward_time: 20.4503288269, propagate_backward_time: 29.3148517609, weight_update_time: 0.1346701086, other_time: 2.4090976715
epoch time: 4.4310488701s, input_fired_time: 0.0631569400, output_fired_time: 0.0000000000, propagate_forward_time: 3.9320831299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358086586
validation[          , genome  3095] predictions:    9547/  10000 (95.47%), best:    9575/10000 (95.75%), error:      1593.25256, best error:      1493.07605 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.1073760986s, input_fired_time: 0.4898392260, output_fired_time: 0.4787213504, propagate_forward_time: 20.5165634155, propagate_backward_time: 29.2056751251, weight_update_time: 0.1317279041, other_time: 2.4165782928
epoch time: 4.6815342903s, input_fired_time: 0.0650279447, output_fired_time: 0.0000000000, propagate_forward_time: 4.1743564606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421501160
validation[          , genome  3095] predictions:    9527/  10000 (95.27%), best:    9575/10000 (95.75%), error:      1572.89526, best error:      1493.07605 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.8308181763s, input_fired_time: 0.4839036167, output_fired_time: 0.4702149630, propagate_forward_time: 20.2873287201, propagate_backward_time: 29.1687564850, weight_update_time: 0.1312981099, other_time: 2.4206161499
epoch time: 4.5859971046s, input_fired_time: 0.0619692355, output_fired_time: 0.0000000000, propagate_forward_time: 4.0937604904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302673340
validation[          , genome  3095] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1551.82336, best error:      1493.07605 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.9125251770s, input_fired_time: 0.4854514003, output_fired_time: 0.4766008258, propagate_forward_time: 20.2838802338, propagate_backward_time: 29.1995944977, weight_update_time: 0.1323374957, other_time: 2.4669990540
epoch time: 4.4654316902s, input_fired_time: 0.0644138083, output_fired_time: 0.0000000000, propagate_forward_time: 3.9321243763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688932896
validation[          , genome  3095] predictions:    9532/  10000 (95.32%), best:    9575/10000 (95.75%), error:      1545.92371, best error:      1493.07605 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.3760910034s, input_fired_time: 0.4829829633, output_fired_time: 0.4693167210, propagate_forward_time: 20.0947513580, propagate_backward_time: 28.9322834015, weight_update_time: 0.1308034807, other_time: 2.3967552185
epoch time: 4.5167527199s, input_fired_time: 0.0621272586, output_fired_time: 0.0000000000, propagate_forward_time: 4.0127210617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419045448
validation[          , genome  3095] predictions:    9522/  10000 (95.22%), best:    9575/10000 (95.75%), error:      1601.54883, best error:      1493.07605 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 51.8761177063s, input_fired_time: 0.4819151163, output_fired_time: 0.4679358900, propagate_forward_time: 19.9451961517, propagate_backward_time: 28.5872344971, weight_update_time: 0.1296350360, other_time: 2.3938350677
epoch time: 4.6089501381s, input_fired_time: 0.0637233481, output_fired_time: 0.0000000000, propagate_forward_time: 4.1191635132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260630608
validation[          , genome  3095] predictions:    9553/  10000 (95.53%), best:    9575/10000 (95.75%), error:      1513.98462, best error:      1493.07605 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.3282012939s, input_fired_time: 0.4857587814, output_fired_time: 0.4793155491, propagate_forward_time: 20.5138015747, propagate_backward_time: 29.4496612549, weight_update_time: 0.1325080544, other_time: 2.3996620178
epoch time: 4.6172580719s, input_fired_time: 0.0644620210, output_fired_time: 0.0000000000, propagate_forward_time: 4.1267166138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260792732
validation[          , genome  3095] predictions:    9546/  10000 (95.46%), best:    9575/10000 (95.75%), error:      1557.75012, best error:      1493.07605 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.9584007263s, input_fired_time: 0.4836733937, output_fired_time: 0.4735279083, propagate_forward_time: 20.4104309082, propagate_backward_time: 29.2178325653, weight_update_time: 0.1323723495, other_time: 2.3729343414
epoch time: 4.5563116074s, input_fired_time: 0.0638478622, output_fired_time: 0.0000000000, propagate_forward_time: 4.0559082031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365553856
validation[          , genome  3095] predictions:    9555/  10000 (95.55%), best:    9575/10000 (95.75%), error:      1527.61243, best error:      1493.07605 on epoch:    53, 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: 22.8149280548s, input_fired_time: 0.3033055663, output_fired_time: 0.0000000000, propagate_forward_time: 20.2366161346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2750072479
best training[          , genome  3095] predictions:   48427/  50000 (96.85%), best:    9575/10000 (95.75%), error:      5680.64648, best error:      1493.07605 on epoch:    53, 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: 4.3325614929s, input_fired_time: 0.0587195009, output_fired_time: 0.0000000000, propagate_forward_time: 3.8530011177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208407402
   testing[          , genome  3095] predictions:    9595/  10000 (95.95%), best:    9575/10000 (95.75%), error:      1336.81409, best error:      1493.07605 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:46:51 (4452): called boinc_finish(0)

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