Nameexact_genome_1509704703_29_12548_4
Workunit2348091
Created5 Dec 2017, 13:22:18 UTC
Sent5 Dec 2017, 13:34:57 UTC
Report deadline1 Jan 2018, 16:43:42 UTC
Received6 Dec 2017, 14:24:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time8 hours 18 min 41 sec
CPU time8 hours 18 min 41 sec
Validate stateValid
Credit6,782.77
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size177.22 MB
Peak swap size178.67 MB
Peak disk usage3.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
96711, output_fired_time: 0.0000000000, propagate_forward_time: 20.6843509674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5273971558
validation[          , genome 12548] predictions:    9802/  10000 (98.02%), best:    9831/10000 (98.31%), error:       675.16693, best error:       597.81409 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 295.2821655273s, input_fired_time: 7.9113368988, output_fired_time: 5.2708363533, propagate_forward_time: 109.0050659180, propagate_backward_time: 164.8036804199, weight_update_time: 0.3907872736, other_time: 8.2912292480
epoch time: 23.9081535339s, input_fired_time: 0.8336293101, output_fired_time: 0.0000000000, propagate_forward_time: 21.5810565948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4934673309
validation[          , genome 12548] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       568.89117, best error:       568.89117 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 279.0648193359s, input_fired_time: 7.6471652985, output_fired_time: 5.0243120193, propagate_forward_time: 102.3673171997, propagate_backward_time: 156.1217956543, weight_update_time: 0.3668706417, other_time: 7.9042358398
epoch time: 21.7522411346s, input_fired_time: 0.7753944397, output_fired_time: 0.0000000000, propagate_forward_time: 19.5777530670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3990936279
validation[          , genome 12548] predictions:    9813/  10000 (98.13%), best:    9821/10000 (98.21%), error:       629.02545, best error:       568.89117 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 290.0220947266s, input_fired_time: 7.8296341896, output_fired_time: 5.1705412865, propagate_forward_time: 106.3193588257, propagate_backward_time: 162.4873504639, weight_update_time: 0.3856902719, other_time: 8.2152252197
epoch time: 22.5702304840s, input_fired_time: 0.8120627403, output_fired_time: 0.0000000000, propagate_forward_time: 20.2713661194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4868011475
validation[          , genome 12548] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       564.19226, best error:       564.19226 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 275.8274230957s, input_fired_time: 7.6100206375, output_fired_time: 4.9805450439, propagate_forward_time: 100.2746582031, propagate_backward_time: 155.0826110840, weight_update_time: 0.3617590368, other_time: 7.8796081543
epoch time: 21.6947460175s, input_fired_time: 0.7851873040, output_fired_time: 0.0000000000, propagate_forward_time: 19.4770202637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4325389862
validation[          , genome 12548] predictions:    9802/  10000 (98.02%), best:    9830/10000 (98.30%), error:       638.34943, best error:       564.19226 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 274.8289794922s, input_fired_time: 7.5760402679, output_fired_time: 4.9664587975, propagate_forward_time: 100.1254501343, propagate_backward_time: 154.3197784424, weight_update_time: 0.3598053753, other_time: 7.8412322998
epoch time: 22.2705097198s, input_fired_time: 0.7896654010, output_fired_time: 0.0000000000, propagate_forward_time: 20.0347785950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4460659027
validation[          , genome 12548] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       517.52686, best error:       517.52686 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 275.2750244141s, input_fired_time: 7.5441942215, output_fired_time: 4.9484663010, propagate_forward_time: 100.1879653931, propagate_backward_time: 154.8355407715, weight_update_time: 0.3617079556, other_time: 7.7588806152
epoch time: 21.8022003174s, input_fired_time: 0.7704945207, output_fired_time: 0.0000000000, propagate_forward_time: 19.6558456421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3758602142
validation[          , genome 12548] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       505.66629, best error:       505.66629 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 272.4078369141s, input_fired_time: 7.4687623978, output_fired_time: 4.9114551544, propagate_forward_time: 99.3967285156, propagate_backward_time: 152.9960784912, weight_update_time: 0.3605498075, other_time: 7.6348114014
epoch time: 21.7637157440s, input_fired_time: 0.7644747496, output_fired_time: 0.0000000000, propagate_forward_time: 19.6199016571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3793392181
validation[          , genome 12548] predictions:    9820/  10000 (98.20%), best:    9844/10000 (98.44%), error:       578.51147, best error:       505.66629 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 278.1718444824s, input_fired_time: 7.5464944839, output_fired_time: 4.9656825066, propagate_forward_time: 101.9244384766, propagate_backward_time: 156.1165771484, weight_update_time: 0.3660298586, other_time: 7.6186523438
epoch time: 21.9962520599s, input_fired_time: 0.7628175020, output_fired_time: 0.0000000000, propagate_forward_time: 19.8630332947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3704013824
validation[          , genome 12548] predictions:    9839/  10000 (98.39%), best:    9844/10000 (98.44%), error:       545.19922, best error:       505.66629 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 274.2178039551s, input_fired_time: 7.4788894653, output_fired_time: 4.9295549393, propagate_forward_time: 100.2845535278, propagate_backward_time: 153.9013061523, weight_update_time: 0.3650578856, other_time: 7.6235046387
epoch time: 22.6805934906s, input_fired_time: 0.7932093143, output_fired_time: 0.0000000000, propagate_forward_time: 20.4402065277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4471778870
validation[          , genome 12548] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       505.27573, best error:       505.27573 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 268.5749511719s, input_fired_time: 7.3998274803, output_fired_time: 4.8506321907, propagate_forward_time: 97.9969100952, propagate_backward_time: 150.8540802002, weight_update_time: 0.3565679491, other_time: 7.4734649658
epoch time: 23.9100818634s, input_fired_time: 0.8285402060, output_fired_time: 0.0000000000, propagate_forward_time: 21.6317329407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4498081207
validation[          , genome 12548] predictions:    9827/  10000 (98.27%), best:    9836/10000 (98.36%), error:       531.32306, best error:       505.27573 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 270.7341308594s, input_fired_time: 7.4267210960, output_fired_time: 4.8738789558, propagate_forward_time: 98.8824005127, propagate_backward_time: 152.0768432617, weight_update_time: 0.3595460355, other_time: 7.4742889404
epoch time: 21.4582138062s, input_fired_time: 0.7613273859, output_fired_time: 0.0000000000, propagate_forward_time: 19.3427200317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3541660309
validation[          , genome 12548] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       483.72208, best error:       483.72208 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 271.0860900879s, input_fired_time: 7.3855242729, output_fired_time: 4.8751387596, propagate_forward_time: 98.9231033325, propagate_backward_time: 152.4795532227, weight_update_time: 0.3566589952, other_time: 7.4227600098
epoch time: 22.2913856506s, input_fired_time: 0.7744014263, output_fired_time: 0.0000000000, propagate_forward_time: 20.1252155304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3917694092
validation[          , genome 12548] predictions:    9830/  10000 (98.30%), best:    9867/10000 (98.67%), error:       549.92444, best error:       483.72208 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 266.5008850098s, input_fired_time: 7.3621807098, output_fired_time: 4.8062939644, propagate_forward_time: 97.0510482788, propagate_backward_time: 149.9062957764, weight_update_time: 0.3548956513, other_time: 7.3750762939
epoch time: 22.5151424408s, input_fired_time: 0.8037431240, output_fired_time: 0.0000000000, propagate_forward_time: 20.2682437897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4431552887
validation[          , genome 12548] predictions:    9818/  10000 (98.18%), best:    9867/10000 (98.67%), error:       570.43927, best error:       483.72208 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 277.7113647461s, input_fired_time: 7.6054425240, output_fired_time: 4.9795765877, propagate_forward_time: 101.4804077148, propagate_backward_time: 155.9243011475, weight_update_time: 0.3661240935, other_time: 7.7216339111
epoch time: 22.4805335999s, input_fired_time: 0.7935340405, output_fired_time: 0.0000000000, propagate_forward_time: 20.2983436584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3886566162
validation[          , genome 12548] predictions:    9782/  10000 (97.82%), best:    9867/10000 (98.67%), error:       731.61823, best error:       483.72208 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 276.1632995605s, input_fired_time: 7.5762438774, output_fired_time: 4.9530858994, propagate_forward_time: 101.1063842773, propagate_backward_time: 154.9371337891, weight_update_time: 0.3651715219, other_time: 7.5904541016
epoch time: 22.1569175720s, input_fired_time: 0.8080556989, output_fired_time: 0.0000000000, propagate_forward_time: 19.9171485901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4317131042
validation[          , genome 12548] predictions:    9842/  10000 (98.42%), best:    9867/10000 (98.67%), error:       500.00754, best error:       483.72208 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 274.3790893555s, input_fired_time: 7.5290818214, output_fired_time: 4.9053416252, propagate_forward_time: 100.1752777100, propagate_backward_time: 154.1852416992, weight_update_time: 0.3621890843, other_time: 7.5841522217
epoch time: 22.4317970276s, input_fired_time: 0.7986697555, output_fired_time: 0.0000000000, propagate_forward_time: 20.2195568085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4135704041
validation[          , genome 12548] predictions:    9830/  10000 (98.30%), best:    9867/10000 (98.67%), error:       546.69031, best error:       483.72208 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 276.3983459473s, input_fired_time: 7.5837635994, output_fired_time: 4.9721512794, propagate_forward_time: 101.2783737183, propagate_backward_time: 154.9330291748, weight_update_time: 0.3657038510, other_time: 7.6310272217
epoch time: 22.1269226074s, input_fired_time: 0.7909350991, output_fired_time: 0.0000000000, propagate_forward_time: 19.9569168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3790702820
validation[          , genome 12548] predictions:    9836/  10000 (98.36%), best:    9867/10000 (98.67%), error:       553.22736, best error:       483.72208 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 270.9374694824s, input_fired_time: 7.4826712608, output_fired_time: 4.8683905602, propagate_forward_time: 98.6981964111, propagate_backward_time: 152.3362731934, weight_update_time: 0.3602862060, other_time: 7.5519561768
epoch time: 21.7848167419s, input_fired_time: 0.7813379765, output_fired_time: 0.0000000000, propagate_forward_time: 19.6223125458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3811664581
validation[          , genome 12548] predictions:    9789/  10000 (97.89%), best:    9867/10000 (98.67%), error:       658.46527, best error:       483.72208 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 273.7874450684s, input_fired_time: 7.5138688087, output_fired_time: 4.9184389114, propagate_forward_time: 99.9197692871, propagate_backward_time: 153.9584197998, weight_update_time: 0.3613937795, other_time: 7.4769744873
epoch time: 21.5455265045s, input_fired_time: 0.7681047916, output_fired_time: 0.0000000000, propagate_forward_time: 19.4305953979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3468265533
validation[          , genome 12548] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       464.67264, best error:       464.67264 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 274.0697021484s, input_fired_time: 7.5262007713, output_fired_time: 4.9225726128, propagate_forward_time: 100.2394790649, propagate_backward_time: 153.8776702881, weight_update_time: 0.3607491553, other_time: 7.5037689209
epoch time: 22.0243225098s, input_fired_time: 0.7939553857, output_fired_time: 0.0000000000, propagate_forward_time: 19.8224830627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4078845978
validation[          , genome 12548] predictions:    9830/  10000 (98.30%), best:    9857/10000 (98.57%), error:       547.74518, best error:       464.67264 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 267.8839416504s, input_fired_time: 7.4417805672, output_fired_time: 4.8403906822, propagate_forward_time: 97.5780563354, propagate_backward_time: 150.5125732422, weight_update_time: 0.3575623930, other_time: 7.5111389160
epoch time: 21.3196620941s, input_fired_time: 0.7747982740, output_fired_time: 0.0000000000, propagate_forward_time: 19.1887855530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3560791016
validation[          , genome 12548] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       515.06415, best error:       464.67264 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 270.0776062012s, input_fired_time: 7.4812374115, output_fired_time: 4.8603620529, propagate_forward_time: 98.5125885010, propagate_backward_time: 151.6663970947, weight_update_time: 0.3607908785, other_time: 7.5570373535
epoch time: 21.8140850067s, input_fired_time: 0.7821508050, output_fired_time: 0.0000000000, propagate_forward_time: 19.6542644501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3776702881
validation[          , genome 12548] predictions:    9830/  10000 (98.30%), best:    9857/10000 (98.57%), error:       512.18195, best error:       464.67264 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 268.2980957031s, input_fired_time: 7.4684581757, output_fired_time: 4.8330106735, propagate_forward_time: 97.8257522583, propagate_backward_time: 150.6744537354, weight_update_time: 0.3569610119, other_time: 7.4964447021
epoch time: 21.8367385864s, input_fired_time: 0.7925514579, output_fired_time: 0.0000000000, propagate_forward_time: 19.6652088165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3789787292
validation[          , genome 12548] predictions:    9826/  10000 (98.26%), best:    9857/10000 (98.57%), error:       580.42542, best error:       464.67264 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 267.7029113770s, input_fired_time: 7.4272856712, output_fired_time: 4.8193135262, propagate_forward_time: 97.7992630005, propagate_backward_time: 150.2785339355, weight_update_time: 0.3553576767, other_time: 7.3785095215
epoch time: 22.5623912811s, input_fired_time: 0.8024256825, output_fired_time: 0.0000000000, propagate_forward_time: 20.3746795654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3852863312
validation[          , genome 12548] predictions:    9836/  10000 (98.36%), best:    9857/10000 (98.57%), error:       502.72195, best error:       464.67264 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 274.5980224609s, input_fired_time: 7.5525074005, output_fired_time: 4.9483742714, propagate_forward_time: 100.2334823608, propagate_backward_time: 154.2826690674, weight_update_time: 0.3635745645, other_time: 7.5809783936
epoch time: 21.6227493286s, input_fired_time: 0.7721964121, output_fired_time: 0.0000000000, propagate_forward_time: 19.4927749634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3577785492
validation[          , genome 12548] predictions:    9849/  10000 (98.49%), best:    9857/10000 (98.57%), error:       496.94885, best error:       464.67264 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 270.0750122070s, input_fired_time: 7.4878740311, output_fired_time: 4.8629527092, propagate_forward_time: 98.5682983398, propagate_backward_time: 151.7369689941, weight_update_time: 0.3577519655, other_time: 7.4189147949
epoch time: 22.0313167572s, input_fired_time: 0.7914481163, output_fired_time: 0.0000000000, propagate_forward_time: 19.8613548279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3785133362
validation[          , genome 12548] predictions:    9806/  10000 (98.06%), best:    9857/10000 (98.57%), error:       657.90045, best error:       464.67264 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 274.6675109863s, input_fired_time: 7.5776805878, output_fired_time: 4.9211020470, propagate_forward_time: 100.4822006226, propagate_backward_time: 154.1265869141, weight_update_time: 0.3625678718, other_time: 7.5599365234
epoch time: 21.4804058075s, input_fired_time: 0.7747405171, output_fired_time: 0.0000000000, propagate_forward_time: 19.3483219147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3573436737
validation[          , genome 12548] predictions:    9837/  10000 (98.37%), best:    9857/10000 (98.57%), error:       539.24335, best error:       464.67264 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 272.0814514160s, input_fired_time: 7.5236978531, output_fired_time: 4.9095106125, propagate_forward_time: 99.4150466919, propagate_backward_time: 152.7539215088, weight_update_time: 0.3605658114, other_time: 7.4792633057
epoch time: 22.1056709290s, input_fired_time: 0.7849301696, output_fired_time: 0.0000000000, propagate_forward_time: 19.9400787354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3806629181
validation[          , genome 12548] predictions:    9853/  10000 (98.53%), best:    9857/10000 (98.57%), error:       515.60968, best error:       464.67264 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 273.9407958984s, input_fired_time: 7.5480360985, output_fired_time: 4.9327063560, propagate_forward_time: 100.1372909546, propagate_backward_time: 153.7835235596, weight_update_time: 0.3615140915, other_time: 7.5392303467
epoch time: 22.7644634247s, input_fired_time: 0.8062881231, output_fired_time: 0.0000000000, propagate_forward_time: 20.5404033661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4177722931
validation[          , genome 12548] predictions:    9810/  10000 (98.10%), best:    9857/10000 (98.57%), error:       614.98071, best error:       464.67264 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 274.2128295898s, input_fired_time: 7.5680727959, output_fired_time: 4.9255003929, propagate_forward_time: 100.4772109985, propagate_backward_time: 153.7253723145, weight_update_time: 0.3615756631, other_time: 7.5166625977
epoch time: 22.7585124969s, input_fired_time: 0.8095243573, output_fired_time: 0.0000000000, propagate_forward_time: 20.5507106781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3982772827
validation[          , genome 12548] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       443.34146, best error:       443.34146 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 269.8120727539s, input_fired_time: 7.5007767677, output_fired_time: 4.8468589783, propagate_forward_time: 98.5429077148, propagate_backward_time: 151.4995880127, weight_update_time: 0.3568744361, other_time: 7.4219512939
epoch time: 22.0730152130s, input_fired_time: 0.7968938351, output_fired_time: 0.0000000000, propagate_forward_time: 19.8800716400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3960494995
validation[          , genome 12548] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       427.30365, best error:       427.30365 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 276.0392150879s, input_fired_time: 7.5946717262, output_fired_time: 4.9587821960, propagate_forward_time: 100.9437713623, propagate_backward_time: 154.9889831543, weight_update_time: 0.3643305600, other_time: 7.5530242920
epoch time: 22.5835075378s, input_fired_time: 0.8107540011, output_fired_time: 0.0000000000, propagate_forward_time: 20.3748226166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3979301453
validation[          , genome 12548] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       443.29562, best error:       427.30365 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 272.2002868652s, input_fired_time: 7.5619001389, output_fired_time: 4.8850321770, propagate_forward_time: 99.2856063843, propagate_backward_time: 152.9293975830, weight_update_time: 0.3643246591, other_time: 7.5383453369
epoch time: 21.9000167847s, input_fired_time: 0.7900303602, output_fired_time: 0.0000000000, propagate_forward_time: 19.7609462738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3490409851
validation[          , genome 12548] predictions:    9851/  10000 (98.51%), best:    9872/10000 (98.72%), error:       470.03601, best error:       427.30365 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 271.0185546875s, input_fired_time: 7.5495758057, output_fired_time: 4.8859791756, propagate_forward_time: 98.7772598267, propagate_backward_time: 152.3179779053, weight_update_time: 0.3579944670, other_time: 7.4877777100
epoch time: 21.5380401611s, input_fired_time: 0.7892076969, output_fired_time: 0.0000000000, propagate_forward_time: 19.3769969940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3718357086
validation[          , genome 12548] predictions:    9868/  10000 (98.68%), best:    9872/10000 (98.72%), error:       446.41965, best error:       427.30365 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 272.9780883789s, input_fired_time: 7.5742239952, output_fired_time: 4.9097523689, propagate_forward_time: 99.4286041260, propagate_backward_time: 153.5167388916, weight_update_time: 0.3619519770, other_time: 7.5487670898
epoch time: 21.9518127441s, input_fired_time: 0.8037177920, output_fired_time: 0.0000000000, propagate_forward_time: 19.7484817505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3996124268
validation[          , genome 12548] predictions:    9837/  10000 (98.37%), best:    9872/10000 (98.72%), error:       543.67377, best error:       427.30365 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 275.3406066895s, input_fired_time: 7.6549544334, output_fired_time: 4.9467926025, propagate_forward_time: 100.7701873779, propagate_backward_time: 154.2970275879, weight_update_time: 0.3633987606, other_time: 7.6716156006
epoch time: 21.6277046204s, input_fired_time: 0.7832215428, output_fired_time: 0.0000000000, propagate_forward_time: 19.4794025421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3650798798
validation[          , genome 12548] predictions:    9861/  10000 (98.61%), best:    9872/10000 (98.72%), error:       440.02670, best error:       427.30365 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 272.0273742676s, input_fired_time: 7.5703587532, output_fired_time: 4.8980178833, propagate_forward_time: 99.3173904419, propagate_backward_time: 152.7552185059, weight_update_time: 0.3595393300, other_time: 7.4863891602
epoch time: 22.9930438995s, input_fired_time: 0.8364362717, output_fired_time: 0.0000000000, propagate_forward_time: 20.7049045563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4517040253
validation[          , genome 12548] predictions:    9844/  10000 (98.44%), best:    9872/10000 (98.72%), error:       492.96008, best error:       427.30365 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 271.0261840820s, input_fired_time: 7.5576725006, output_fired_time: 4.8796749115, propagate_forward_time: 98.8334579468, propagate_backward_time: 152.2545471191, weight_update_time: 0.3595488071, other_time: 7.5008239746
epoch time: 21.7224864960s, input_fired_time: 0.7972225547, output_fired_time: 0.0000000000, propagate_forward_time: 19.5352210999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3900432587
validation[          , genome 12548] predictions:    9860/  10000 (98.60%), best:    9872/10000 (98.72%), error:       464.97546, best error:       427.30365 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 270.9258117676s, input_fired_time: 7.5646796227, output_fired_time: 4.8741526604, propagate_forward_time: 98.8482284546, propagate_backward_time: 152.1633911133, weight_update_time: 0.3591203392, other_time: 7.4753723145
epoch time: 21.9415302277s, input_fired_time: 0.7956942916, output_fired_time: 0.0000000000, propagate_forward_time: 19.7678985596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3779373169
validation[          , genome 12548] predictions:    9856/  10000 (98.56%), best:    9872/10000 (98.72%), error:       470.22589, best error:       427.30365 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 270.1477355957s, input_fired_time: 7.5628829002, output_fired_time: 4.8692002296, propagate_forward_time: 98.7422790527, propagate_backward_time: 151.4391021729, weight_update_time: 0.3584019542, other_time: 7.5342559814
epoch time: 21.6589565277s, input_fired_time: 0.7961154580, output_fired_time: 0.0000000000, propagate_forward_time: 19.4925746918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3702659607
validation[          , genome 12548] predictions:    9866/  10000 (98.66%), best:    9872/10000 (98.72%), error:       457.19315, best error:       427.30365 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 269.1930541992s, input_fired_time: 7.5379948616, output_fired_time: 4.8390450478, propagate_forward_time: 98.0563735962, propagate_backward_time: 151.2752075195, weight_update_time: 0.3572494984, other_time: 7.4844360352
epoch time: 22.4183578491s, input_fired_time: 0.7972590327, output_fired_time: 0.0000000000, propagate_forward_time: 20.2344150543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3866844177
validation[          , genome 12548] predictions:    9842/  10000 (98.42%), best:    9872/10000 (98.72%), error:       510.42160, best error:       427.30365 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 270.2057800293s, input_fired_time: 7.5582861900, output_fired_time: 4.8656415939, propagate_forward_time: 98.5472106934, propagate_backward_time: 151.7725982666, weight_update_time: 0.3588744998, other_time: 7.4620513916
epoch time: 21.8851146698s, input_fired_time: 0.7945507765, output_fired_time: 0.0000000000, propagate_forward_time: 19.7156124115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3749523163
validation[          , genome 12548] predictions:    9855/  10000 (98.55%), best:    9872/10000 (98.72%), error:       461.48178, best error:       427.30365 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 271.0725708008s, input_fired_time: 7.5782675743, output_fired_time: 4.8801889420, propagate_forward_time: 99.0128326416, propagate_backward_time: 152.1436004639, weight_update_time: 0.3577866554, other_time: 7.4576721191
epoch time: 21.6909904480s, input_fired_time: 0.7877904177, output_fired_time: 0.0000000000, propagate_forward_time: 19.5473518372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3558483124
validation[          , genome 12548] predictions:    9875/  10000 (98.75%), best:    9872/10000 (98.72%), error:       427.68375, best error:       427.30365 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 274.8436584473s, input_fired_time: 7.6407866478, output_fired_time: 4.9400129318, propagate_forward_time: 100.2772750854, propagate_backward_time: 154.3901672363, weight_update_time: 0.3632513285, other_time: 7.5954284668
epoch time: 22.1594581604s, input_fired_time: 0.8105837703, output_fired_time: 0.0000000000, propagate_forward_time: 19.9349136353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4139614105
validation[          , genome 12548] predictions:    9847/  10000 (98.47%), best:    9872/10000 (98.72%), error:       456.36270, best error:       427.30365 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 271.5497131348s, input_fired_time: 7.5693087578, output_fired_time: 4.8955564499, propagate_forward_time: 99.1105270386, propagate_backward_time: 152.4591522217, weight_update_time: 0.3590887785, other_time: 7.5151519775
epoch time: 22.6337738037s, input_fired_time: 0.8270573020, output_fired_time: 0.0000000000, propagate_forward_time: 20.3673858643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4393310547
validation[          , genome 12548] predictions:    9859/  10000 (98.59%), best:    9872/10000 (98.72%), error:       484.22452, best error:       427.30365 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 270.3246459961s, input_fired_time: 7.5716209412, output_fired_time: 4.8534851074, propagate_forward_time: 98.6625747681, propagate_backward_time: 151.8056793213, weight_update_time: 0.3571811914, other_time: 7.4312896729
epoch time: 22.0821094513s, input_fired_time: 0.8021570444, output_fired_time: 0.0000000000, propagate_forward_time: 19.9168434143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3631095886
validation[          , genome 12548] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       445.15924, best error:       427.30365 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 271.3160705566s, input_fired_time: 7.5741295815, output_fired_time: 4.8981242180, propagate_forward_time: 98.7098464966, propagate_backward_time: 152.6450500488, weight_update_time: 0.3589194119, other_time: 7.4889221191
epoch time: 21.6253910065s, input_fired_time: 0.7935052514, output_fired_time: 0.0000000000, propagate_forward_time: 19.4725055695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3593807220
validation[          , genome 12548] predictions:    9865/  10000 (98.65%), best:    9872/10000 (98.72%), error:       445.64990, best error:       427.30365 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 273.1829223633s, input_fired_time: 7.5921764374, output_fired_time: 4.9133024216, propagate_forward_time: 99.6670913696, propagate_backward_time: 153.4797973633, weight_update_time: 0.3631753623, other_time: 7.5305786133
epoch time: 21.8094425201s, input_fired_time: 0.8199970126, output_fired_time: 0.0000000000, propagate_forward_time: 19.5691223145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4203224182
validation[          , genome 12548] predictions:    9861/  10000 (98.61%), best:    9872/10000 (98.72%), error:       440.51669, best error:       427.30365 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 274.3565673828s, input_fired_time: 7.6348385811, output_fired_time: 4.9431142807, propagate_forward_time: 100.3068923950, propagate_backward_time: 153.9152374268, weight_update_time: 0.3626188338, other_time: 7.5565032959
epoch time: 22.1247863770s, input_fired_time: 0.8042002916, output_fired_time: 0.0000000000, propagate_forward_time: 19.9453220367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3752632141
validation[          , genome 12548] predictions:    9833/  10000 (98.33%), best:    9872/10000 (98.72%), error:       501.90591, best error:       427.30365 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 269.6289672852s, input_fired_time: 7.5776576996, output_fired_time: 4.8661127090, propagate_forward_time: 98.4206924438, propagate_backward_time: 151.3024749756, weight_update_time: 0.3586992323, other_time: 7.4620208740
epoch time: 22.2959880829s, input_fired_time: 0.8103398085, output_fired_time: 0.0000000000, propagate_forward_time: 20.1041336060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3815155029
validation[          , genome 12548] predictions:    9853/  10000 (98.53%), best:    9872/10000 (98.72%), error:       489.66110, best error:       427.30365 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 274.7098083496s, input_fired_time: 7.6734094620, output_fired_time: 4.9256253242, propagate_forward_time: 100.3121948242, propagate_backward_time: 154.2170562744, weight_update_time: 0.3626674414, other_time: 7.5815277100
epoch time: 21.8435630798s, input_fired_time: 0.8009540439, output_fired_time: 0.0000000000, propagate_forward_time: 19.6633281708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3792800903
validation[          , genome 12548] predictions:    9866/  10000 (98.66%), best:    9872/10000 (98.72%), error:       453.36710, best error:       427.30365 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 269.5464782715s, input_fired_time: 7.5625724792, output_fired_time: 4.8537926674, propagate_forward_time: 98.2358856201, propagate_backward_time: 151.4638824463, weight_update_time: 0.3562408984, other_time: 7.4303588867
epoch time: 22.0344181061s, input_fired_time: 0.7954800725, output_fired_time: 0.0000000000, propagate_forward_time: 19.8697643280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3691730499
validation[          , genome 12548] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       443.80515, best error:       427.30365 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 271.6944885254s, input_fired_time: 7.5798754692, output_fired_time: 4.8954958916, propagate_forward_time: 99.1079788208, propagate_backward_time: 152.6079559326, weight_update_time: 0.3611196578, other_time: 7.5031890869
epoch time: 22.4674930573s, input_fired_time: 0.8074997067, output_fired_time: 0.0000000000, propagate_forward_time: 20.2605628967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3994312286
validation[          , genome 12548] predictions:    9877/  10000 (98.77%), best:    9872/10000 (98.72%), error:       427.38980, best error:       427.30365 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 271.0288696289s, input_fired_time: 7.6065344810, output_fired_time: 4.8950419426, propagate_forward_time: 98.7922821045, propagate_backward_time: 152.1810913086, weight_update_time: 0.3597868979, other_time: 7.5539093018
epoch time: 21.6188011169s, input_fired_time: 0.8006341457, output_fired_time: 0.0000000000, propagate_forward_time: 19.4510383606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3671283722
validation[          , genome 12548] predictions:    9855/  10000 (98.55%), best:    9872/10000 (98.72%), error:       491.23959, best error:       427.30365 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 266.4678344727s, input_fired_time: 7.5650248528, output_fired_time: 4.8158454895, propagate_forward_time: 97.2377853394, propagate_backward_time: 149.3688049316, weight_update_time: 0.3570063710, other_time: 7.4803771973
epoch time: 23.8791084290s, input_fired_time: 0.8707988262, output_fired_time: 0.0000000000, propagate_forward_time: 21.5224266052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4858837128
validation[          , genome 12548] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       422.21069, best error:       422.21069 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 272.7925109863s, input_fired_time: 7.6524152756, output_fired_time: 4.8938522339, propagate_forward_time: 99.7972869873, propagate_backward_time: 152.8493804932, weight_update_time: 0.3599986136, other_time: 7.5995788574
epoch time: 22.0920104980s, input_fired_time: 0.8170166016, output_fired_time: 0.0000000000, propagate_forward_time: 19.8681392670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4068546295
validation[          , genome 12548] predictions:    9874/  10000 (98.74%), best:    9868/10000 (98.68%), error:       430.80173, best error:       422.21069 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 276.0175476074s, input_fired_time: 7.6866288185, output_fired_time: 4.9406056404, propagate_forward_time: 101.0702972412, propagate_backward_time: 154.7575531006, weight_update_time: 0.3640707433, other_time: 7.5624694824
epoch time: 22.2622070312s, input_fired_time: 0.8129625916, output_fired_time: 0.0000000000, propagate_forward_time: 20.0549411774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3943023682
validation[          , genome 12548] predictions:    9859/  10000 (98.59%), best:    9868/10000 (98.68%), error:       469.35001, best error:       422.21069 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 269.5229492188s, input_fired_time: 7.6014237404, output_fired_time: 4.8572621346, propagate_forward_time: 98.4368743896, propagate_backward_time: 151.0878143311, weight_update_time: 0.3587335050, other_time: 7.5395812988
epoch time: 21.6325759888s, input_fired_time: 0.8005110621, output_fired_time: 0.0000000000, propagate_forward_time: 19.4439487457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3881168365
validation[          , genome 12548] predictions:    9852/  10000 (98.52%), best:    9868/10000 (98.68%), error:       474.58047, best error:       422.21069 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 271.2855529785s, input_fired_time: 7.6042070389, output_fired_time: 4.8895010948, propagate_forward_time: 99.2907257080, propagate_backward_time: 152.0373687744, weight_update_time: 0.3578670919, other_time: 7.4637451172
epoch time: 25.3571166992s, input_fired_time: 0.8987018466, output_fired_time: 0.0000000000, propagate_forward_time: 22.9352474213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5231666565
validation[          , genome 12548] predictions:    9865/  10000 (98.65%), best:    9868/10000 (98.68%), error:       470.24481, best error:       422.21069 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 273.5175476074s, input_fired_time: 7.6419787407, output_fired_time: 4.9233412743, propagate_forward_time: 100.1662521362, propagate_backward_time: 153.2503051758, weight_update_time: 0.3613905609, other_time: 7.5356750488
epoch time: 21.6294212341s, input_fired_time: 0.7978038788, output_fired_time: 0.0000000000, propagate_forward_time: 19.4686431885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3629741669
validation[          , genome 12548] predictions:    9835/  10000 (98.35%), best:    9868/10000 (98.68%), error:       556.24188, best error:       422.21069 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 270.0711364746s, input_fired_time: 7.5552649498, output_fired_time: 4.8622817993, propagate_forward_time: 98.6853790283, propagate_backward_time: 151.5045776367, weight_update_time: 0.3579277396, other_time: 7.4636383057
epoch time: 22.2239971161s, input_fired_time: 0.8236172199, output_fired_time: 0.0000000000, propagate_forward_time: 19.9882869720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4120922089
validation[          , genome 12548] predictions:    9866/  10000 (98.66%), best:    9868/10000 (98.68%), error:       460.36261, best error:       422.21069 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 272.0192871094s, input_fired_time: 7.6134524345, output_fired_time: 4.8841395378, propagate_forward_time: 99.6121520996, propagate_backward_time: 152.4193572998, weight_update_time: 0.3588841856, other_time: 7.4901885986
epoch time: 22.0978107452s, input_fired_time: 0.8094941974, output_fired_time: 0.0000000000, propagate_forward_time: 19.8858737946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4024429321
validation[          , genome 12548] predictions:    9851/  10000 (98.51%), best:    9868/10000 (98.68%), error:       459.49695, best error:       422.21069 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 266.7828063965s, input_fired_time: 7.7831311226, output_fired_time: 4.8419847488, propagate_forward_time: 96.9517135620, propagate_backward_time: 149.0799560547, weight_update_time: 0.3778388500, other_time: 8.1260070801
epoch time: 21.4144744873s, input_fired_time: 0.8387288451, output_fired_time: 0.0000000000, propagate_forward_time: 19.1058826447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698638916
validation[          , genome 12548] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       418.29507, best error:       418.29507 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 277.0734863281s, input_fired_time: 7.8808202744, output_fired_time: 4.9849224091, propagate_forward_time: 101.4034194946, propagate_backward_time: 154.6191253662, weight_update_time: 0.3845809996, other_time: 8.1851959229
epoch time: 21.4534168243s, input_fired_time: 0.8357358575, output_fired_time: 0.0000000000, propagate_forward_time: 19.1636676788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4540138245
validation[          , genome 12548] predictions:    9849/  10000 (98.49%), best:    9873/10000 (98.73%), error:       499.18430, best error:       418.29507 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 266.6463012695s, input_fired_time: 7.7648015022, output_fired_time: 4.8293247223, propagate_forward_time: 96.7673339844, propagate_backward_time: 149.0513000488, weight_update_time: 0.3783991933, other_time: 8.2335357666
epoch time: 22.0431175232s, input_fired_time: 0.8365792036, output_fired_time: 0.0000000000, propagate_forward_time: 19.7371654510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4693737030
validation[          , genome 12548] predictions:    9862/  10000 (98.62%), best:    9873/10000 (98.73%), error:       465.90259, best error:       418.29507 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 273.9416198730s, input_fired_time: 7.7657260895, output_fired_time: 4.9457201958, propagate_forward_time: 100.0315856934, propagate_backward_time: 153.2619476318, weight_update_time: 0.3745554984, other_time: 7.9366607666
epoch time: 23.2332382202s, input_fired_time: 0.8514169455, output_fired_time: 0.0000000000, propagate_forward_time: 20.9193019867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4625186920
validation[          , genome 12548] predictions:    9874/  10000 (98.74%), best:    9873/10000 (98.73%), error:       437.86194, best error:       418.29507 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 282.7740173340s, input_fired_time: 7.9228382111, output_fired_time: 5.0704288483, propagate_forward_time: 103.5797271729, propagate_backward_time: 158.0373382568, weight_update_time: 0.3800496161, other_time: 8.1636657715
epoch time: 22.3764514923s, input_fired_time: 0.8389306664, output_fired_time: 0.0000000000, propagate_forward_time: 20.0684585571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4690628052
validation[          , genome 12548] predictions:    9876/  10000 (98.76%), best:    9873/10000 (98.73%), error:       439.74619, best error:       418.29507 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 286.1073608398s, input_fired_time: 7.9591941833, output_fired_time: 5.1298933029, propagate_forward_time: 105.2466735840, propagate_backward_time: 159.7306518555, weight_update_time: 0.3765658736, other_time: 8.0409545898
epoch time: 22.5958271027s, input_fired_time: 0.8543732762, output_fired_time: 0.0000000000, propagate_forward_time: 20.2909049988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4505481720
validation[          , genome 12548] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       450.37048, best error:       418.29507 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 272.2341613770s, input_fired_time: 7.7718253136, output_fired_time: 4.9049520493, propagate_forward_time: 99.5211181641, propagate_backward_time: 152.1510009766, weight_update_time: 0.3682672679, other_time: 7.8852844238
epoch time: 22.4907398224s, input_fired_time: 0.8418007493, output_fired_time: 0.0000000000, propagate_forward_time: 20.2111835480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4377555847
validation[          , genome 12548] predictions:    9874/  10000 (98.74%), best:    9873/10000 (98.73%), error:       437.42587, best error:       418.29507 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 268.1235656738s, input_fired_time: 7.6759505272, output_fired_time: 4.8303771019, propagate_forward_time: 97.8273696899, propagate_backward_time: 150.0429534912, weight_update_time: 0.3572774529, other_time: 7.7469024658
epoch time: 25.3252983093s, input_fired_time: 0.9130617380, output_fired_time: 0.0000000000, propagate_forward_time: 22.8866882324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5255489349
validation[          , genome 12548] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       436.90094, best error:       418.29507 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 270.4962463379s, input_fired_time: 7.7076187134, output_fired_time: 4.8740158081, propagate_forward_time: 98.8235549927, propagate_backward_time: 151.3341217041, weight_update_time: 0.3616077602, other_time: 7.7569427490
epoch time: 21.2216110229s, input_fired_time: 0.7906587720, output_fired_time: 0.0000000000, propagate_forward_time: 19.0779857635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3529663086
validation[          , genome 12548] predictions:    9860/  10000 (98.60%), best:    9873/10000 (98.73%), error:       471.97620, best error:       418.29507 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 264.9481506348s, input_fired_time: 7.5383219719, output_fired_time: 4.7737126350, propagate_forward_time: 96.7789077759, propagate_backward_time: 148.3809967041, weight_update_time: 0.3538630307, other_time: 7.4762115479
epoch time: 21.2116012573s, input_fired_time: 0.7948452830, output_fired_time: 0.0000000000, propagate_forward_time: 19.0640697479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3526859283
validation[          , genome 12548] predictions:    9876/  10000 (98.76%), best:    9873/10000 (98.73%), error:       452.26508, best error:       418.29507 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 265.8602905273s, input_fired_time: 7.5653982162, output_fired_time: 4.7878284454, propagate_forward_time: 97.0924377441, propagate_backward_time: 148.9647521973, weight_update_time: 0.3559728265, other_time: 7.4498748779
epoch time: 24.1105079651s, input_fired_time: 0.8696442246, output_fired_time: 0.0000000000, propagate_forward_time: 21.7745227814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4663410187
validation[          , genome 12548] predictions:    9863/  10000 (98.63%), best:    9873/10000 (98.73%), error:       466.51196, best error:       418.29507 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 272.5048217773s, input_fired_time: 7.6902971268, output_fired_time: 4.8987317085, propagate_forward_time: 99.8706970215, propagate_backward_time: 152.3888397217, weight_update_time: 0.3633077443, other_time: 7.6562347412
epoch time: 21.6384601593s, input_fired_time: 0.8040897250, output_fired_time: 0.0000000000, propagate_forward_time: 19.4665985107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3677711487
validation[          , genome 12548] predictions:    9861/  10000 (98.61%), best:    9873/10000 (98.73%), error:       487.30206, best error:       418.29507 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 268.1953125000s, input_fired_time: 7.6342821121, output_fired_time: 4.8246936798, propagate_forward_time: 98.2027282715, propagate_backward_time: 150.0460662842, weight_update_time: 0.3578355312, other_time: 7.4875488281
epoch time: 21.2358341217s, input_fired_time: 0.8039861321, output_fired_time: 0.0000000000, propagate_forward_time: 19.0824031830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3494453430
validation[          , genome 12548] predictions:    9857/  10000 (98.57%), best:    9873/10000 (98.73%), error:       461.87607, best error:       418.29507 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 266.7317199707s, input_fired_time: 7.6094217300, output_fired_time: 4.8101582527, propagate_forward_time: 97.3636627197, propagate_backward_time: 149.4305267334, weight_update_time: 0.3567469120, other_time: 7.5179290771
epoch time: 21.3405857086s, input_fired_time: 0.7980898023, output_fired_time: 0.0000000000, propagate_forward_time: 19.1845188141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3579769135
validation[          , genome 12548] predictions:    9864/  10000 (98.64%), best:    9873/10000 (98.73%), error:       473.47858, best error:       418.29507 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 272.4128723145s, input_fired_time: 7.6964840889, output_fired_time: 4.8908286095, propagate_forward_time: 99.6393737793, propagate_backward_time: 152.5922546387, weight_update_time: 0.3622804880, other_time: 7.5939331055
epoch time: 23.0085163116s, input_fired_time: 0.8453341722, output_fired_time: 0.0000000000, propagate_forward_time: 20.7332782745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4299030304
validation[          , genome 12548] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       462.86951, best error:       418.29507 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 270.3949279785s, input_fired_time: 7.6642608643, output_fired_time: 4.8506841660, propagate_forward_time: 98.8597412109, propagate_backward_time: 151.4736633301, weight_update_time: 0.3597396910, other_time: 7.5465698242
epoch time: 22.4446105957s, input_fired_time: 0.8286767006, output_fired_time: 0.0000000000, propagate_forward_time: 20.2243614197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3915729523
validation[          , genome 12548] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       434.50098, best error:       418.29507 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 264.7733154297s, input_fired_time: 7.5568389893, output_fired_time: 4.7715826035, propagate_forward_time: 96.4994506836, propagate_backward_time: 148.4950103760, weight_update_time: 0.3544655442, other_time: 7.4504547119
epoch time: 21.3551616669s, input_fired_time: 0.7963562012, output_fired_time: 0.0000000000, propagate_forward_time: 19.1998195648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3589859009
validation[          , genome 12548] predictions:    9856/  10000 (98.56%), best:    9873/10000 (98.73%), error:       510.00629, best error:       418.29507 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 265.9326171875s, input_fired_time: 7.6069049835, output_fired_time: 4.7977018356, propagate_forward_time: 97.1171188354, propagate_backward_time: 148.9358825684, weight_update_time: 0.3550565541, other_time: 7.4750061035
epoch time: 21.8578071594s, input_fired_time: 0.8162220716, output_fired_time: 0.0000000000, propagate_forward_time: 19.6601276398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3814582825
validation[          , genome 12548] predictions:    9871/  10000 (98.71%), best:    9873/10000 (98.73%), error:       451.49622, best error:       418.29507 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 265.4904174805s, input_fired_time: 7.5852746964, output_fired_time: 4.7846317291, propagate_forward_time: 96.9068679810, propagate_backward_time: 148.7250823975, weight_update_time: 0.3546169996, other_time: 7.4885711670
epoch time: 21.9001541138s, input_fired_time: 0.8259863853, output_fired_time: 0.0000000000, propagate_forward_time: 19.6827487946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3914184570
validation[          , genome 12548] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       454.01407, best error:       418.29507 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 266.9810485840s, input_fired_time: 7.6029286385, output_fired_time: 4.8019528389, propagate_forward_time: 97.3270339966, propagate_backward_time: 149.7949066162, weight_update_time: 0.3574685454, other_time: 7.4542083740
epoch time: 21.2341289520s, input_fired_time: 0.8020849228, output_fired_time: 0.0000000000, propagate_forward_time: 19.0907726288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3412723541
validation[          , genome 12548] predictions:    9866/  10000 (98.66%), best:    9873/10000 (98.73%), error:       439.66473, best error:       418.29507 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 267.1589965820s, input_fired_time: 7.6217250824, output_fired_time: 4.8169403076, propagate_forward_time: 97.6635971069, propagate_backward_time: 149.5490264893, weight_update_time: 0.3566914499, other_time: 7.5077056885
epoch time: 21.3187541962s, input_fired_time: 0.7983429432, output_fired_time: 0.0000000000, propagate_forward_time: 19.1677856445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3526248932
validation[          , genome 12548] predictions:    9874/  10000 (98.74%), best:    9873/10000 (98.73%), error:       442.24844, best error:       418.29507 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 265.5015869141s, input_fired_time: 7.5750346184, output_fired_time: 4.7996048927, propagate_forward_time: 96.8921508789, propagate_backward_time: 148.7763671875, weight_update_time: 0.3549790382, other_time: 7.4584197998
epoch time: 21.2149276733s, input_fired_time: 0.8023890853, output_fired_time: 0.0000000000, propagate_forward_time: 19.0713043213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3412342072
validation[          , genome 12548] predictions:    9869/  10000 (98.69%), best:    9873/10000 (98.73%), error:       463.92175, best error:       418.29507 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 274.3354492188s, input_fired_time: 7.9347248077, output_fired_time: 4.9434585571, propagate_forward_time: 100.0215835571, propagate_backward_time: 153.2101593018, weight_update_time: 0.3873191178, other_time: 8.2255401611
epoch time: 23.6062488556s, input_fired_time: 0.9089921117, output_fired_time: 0.0000000000, propagate_forward_time: 21.0978031158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5994529724
validation[          , genome 12548] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       454.79874, best error:       418.29507 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 273.4279479980s, input_fired_time: 7.9347367287, output_fired_time: 4.9468817711, propagate_forward_time: 99.2779235840, propagate_backward_time: 152.9302978516, weight_update_time: 0.3903618455, other_time: 8.3381347656
epoch time: 23.0487861633s, input_fired_time: 0.8850484490, output_fired_time: 0.0000000000, propagate_forward_time: 20.6217460632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5419921875
validation[          , genome 12548] predictions:    9870/  10000 (98.70%), best:    9873/10000 (98.73%), error:       448.57349, best error:       418.29507 on epoch:    77, 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: 111.0568618774s, input_fired_time: 4.3127145767, output_fired_time: 0.0000000000, propagate_forward_time: 99.3448944092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3992538452
best training[          , genome 12548] predictions:   49994/  50000 (99.99%), best:    9873/10000 (98.73%), error:       241.02328, best error:       418.29507 on epoch:    77, 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: 21.9165344238s, input_fired_time: 0.8311913610, output_fired_time: 0.0000000000, propagate_forward_time: 19.6376571655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4476852417
   testing[          , genome 12548] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       402.70685, best error:       418.29507 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:15:12 (28338): called boinc_finish(0)

</stderr_txt>
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