Nameexact_genome_1512568488_44_6795_0
Workunit2605283
Created7 Dec 2017, 21:58:32 UTC
Sent7 Dec 2017, 22:07:39 UTC
Report deadline17 Dec 2017, 5:25:58 UTC
Received9 Dec 2017, 5:36:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 39 min 22 sec
CPU time4 hours 38 min 53 sec
Validate stateValid
Credit2,326.10
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.63 MB
Peak swap size161.21 MB
Peak disk usage2.37 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.30%), best:    9767/10000 (97.67%), error:       890.77240, best error:       827.74463 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 152.9705047607s, input_fired_time: 2.4684340954, output_fired_time: 2.3813285828, propagate_forward_time: 56.7913856506, propagate_backward_time: 86.9257049561, weight_update_time: 0.2084723860, other_time: 4.4036560059
epoch time: 12.4574079514s, input_fired_time: 0.3023933768, output_fired_time: 0.0000000000, propagate_forward_time: 11.3939466476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7610683441
validation[          , genome  6795] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       943.43597, best error:       827.74463 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.9191436768s, input_fired_time: 2.4756829739, output_fired_time: 2.3740670681, propagate_forward_time: 56.8591270447, propagate_backward_time: 86.8327560425, weight_update_time: 0.2075871378, other_time: 4.3775100708
epoch time: 11.5789537430s, input_fired_time: 0.2857938111, output_fired_time: 0.0000000000, propagate_forward_time: 10.5826740265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7104854584
validation[          , genome  6795] predictions:    9686/  10000 (96.86%), best:    9767/10000 (97.67%), error:       992.52161, best error:       827.74463 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 153.0256347656s, input_fired_time: 2.4636499882, output_fired_time: 2.3699684143, propagate_forward_time: 56.8467826843, propagate_backward_time: 86.9776535034, weight_update_time: 0.2075174302, other_time: 4.3675765991
epoch time: 12.3409862518s, input_fired_time: 0.2955126762, output_fired_time: 0.0000000000, propagate_forward_time: 11.3214759827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239971161
validation[          , genome  6795] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       817.66223, best error:       817.66223 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 152.4747619629s, input_fired_time: 2.4614584446, output_fired_time: 2.3627822399, propagate_forward_time: 56.7116737366, propagate_backward_time: 86.6173171997, weight_update_time: 0.2067253739, other_time: 4.3215408325
epoch time: 12.3533458710s, input_fired_time: 0.3041009009, output_fired_time: 0.0000000000, propagate_forward_time: 11.2874879837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7617568970
validation[          , genome  6795] predictions:    9761/  10000 (97.61%), best:    9747/10000 (97.47%), error:       819.41742, best error:       817.66223 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 152.5904998779s, input_fired_time: 2.4632570744, output_fired_time: 2.3699421883, propagate_forward_time: 56.6446456909, propagate_backward_time: 86.7403106689, weight_update_time: 0.2082639635, other_time: 4.3723373413
epoch time: 12.4499769211s, input_fired_time: 0.3085108101, output_fired_time: 0.0000000000, propagate_forward_time: 11.3649005890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7765655518
validation[          , genome  6795] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       794.54041, best error:       794.54041 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.3143615723s, input_fired_time: 2.4734563828, output_fired_time: 2.3677392006, propagate_forward_time: 56.6366806030, propagate_backward_time: 86.4803085327, weight_update_time: 0.2077816576, other_time: 4.3561859131
epoch time: 12.4450216293s, input_fired_time: 0.3070582449, output_fired_time: 0.0000000000, propagate_forward_time: 11.3613080978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7766551971
validation[          , genome  6795] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       814.91327, best error:       794.54041 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.8611602783s, input_fired_time: 2.4703187943, output_fired_time: 2.3715808392, propagate_forward_time: 56.8060951233, propagate_backward_time: 86.8731231689, weight_update_time: 0.2069123089, other_time: 4.3400421143
epoch time: 12.4561338425s, input_fired_time: 0.3015808761, output_fired_time: 0.0000000000, propagate_forward_time: 11.4035711288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509822845
validation[          , genome  6795] predictions:    9694/  10000 (96.94%), best:    9762/10000 (97.62%), error:       932.39667, best error:       794.54041 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.8646850586s, input_fired_time: 2.4945547581, output_fired_time: 2.3841769695, propagate_forward_time: 56.7048912048, propagate_backward_time: 86.8091201782, weight_update_time: 0.2092583179, other_time: 4.4719467163
epoch time: 12.4431219101s, input_fired_time: 0.3030053079, output_fired_time: 0.0000000000, propagate_forward_time: 11.3667812347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7733354568
validation[          , genome  6795] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       825.41583, best error:       794.54041 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.0040435791s, input_fired_time: 2.4745881557, output_fired_time: 2.3773474693, propagate_forward_time: 56.7218933105, propagate_backward_time: 87.0603179932, weight_update_time: 0.2068866640, other_time: 4.3698883057
epoch time: 11.9060659409s, input_fired_time: 0.2900834084, output_fired_time: 0.0000000000, propagate_forward_time: 10.8953800201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206020355
validation[          , genome  6795] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       757.08521, best error:       757.08521 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.8130340576s, input_fired_time: 2.4775626659, output_fired_time: 2.3770644665, propagate_forward_time: 56.7667655945, propagate_backward_time: 86.7962417603, weight_update_time: 0.2086428702, other_time: 4.3953933716
epoch time: 12.2148742676s, input_fired_time: 0.3028475642, output_fired_time: 0.0000000000, propagate_forward_time: 11.1409120560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7711143494
validation[          , genome  6795] predictions:    9688/  10000 (96.88%), best:    9767/10000 (97.67%), error:      1071.95032, best error:       757.08521 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 152.4929504395s, input_fired_time: 2.4745101929, output_fired_time: 2.3756372929, propagate_forward_time: 56.5639839172, propagate_backward_time: 86.6722183228, weight_update_time: 0.2083489895, other_time: 4.4065933228
epoch time: 12.1124734879s, input_fired_time: 0.2978478968, output_fired_time: 0.0000000000, propagate_forward_time: 11.0501966476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7644290924
validation[          , genome  6795] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       800.58051, best error:       757.08521 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 152.4328613281s, input_fired_time: 2.4670865536, output_fired_time: 2.3648047447, propagate_forward_time: 56.4585685730, propagate_backward_time: 86.7987899780, weight_update_time: 0.2070479691, other_time: 4.3436050415
epoch time: 12.4145069122s, input_fired_time: 0.3053815067, output_fired_time: 0.0000000000, propagate_forward_time: 11.3552293777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7538957596
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       752.76904, best error:       752.76904 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 152.8433074951s, input_fired_time: 2.4804089069, output_fired_time: 2.3689298630, propagate_forward_time: 56.7443275452, propagate_backward_time: 86.8754272461, weight_update_time: 0.2067268938, other_time: 4.3742218018
epoch time: 12.4111108780s, input_fired_time: 0.3042770922, output_fired_time: 0.0000000000, propagate_forward_time: 11.3352832794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7715501785
validation[          , genome  6795] predictions:    9783/  10000 (97.83%), best:    9775/10000 (97.75%), error:       769.63837, best error:       752.76904 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 152.3079528809s, input_fired_time: 2.4662120342, output_fired_time: 2.3635385036, propagate_forward_time: 56.4900054932, propagate_backward_time: 86.6563491821, weight_update_time: 0.2070576847, other_time: 4.3318405151
epoch time: 12.5908193588s, input_fired_time: 0.3094211519, output_fired_time: 0.0000000000, propagate_forward_time: 11.4898185730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7915792465
validation[          , genome  6795] predictions:    9782/  10000 (97.82%), best:    9775/10000 (97.75%), error:       759.89795, best error:       752.76904 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 153.0527801514s, input_fired_time: 2.4909121990, output_fired_time: 2.3819231987, propagate_forward_time: 56.7971115112, propagate_backward_time: 86.9815139771, weight_update_time: 0.2090176642, other_time: 4.4013214111
epoch time: 12.0524063110s, input_fired_time: 0.2927441895, output_fired_time: 0.0000000000, propagate_forward_time: 11.0153179169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7443437576
validation[          , genome  6795] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       802.05859, best error:       752.76904 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 153.3883361816s, input_fired_time: 2.5019426346, output_fired_time: 2.3946545124, propagate_forward_time: 56.9788703918, propagate_backward_time: 87.0284347534, weight_update_time: 0.2130060643, other_time: 4.4844436646
epoch time: 12.4416580200s, input_fired_time: 0.3051514924, output_fired_time: 0.0000000000, propagate_forward_time: 11.3639278412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7725782394
validation[          , genome  6795] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       771.32477, best error:       752.76904 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 151.9580688477s, input_fired_time: 2.4595427513, output_fired_time: 2.3604938984, propagate_forward_time: 56.4882125854, propagate_backward_time: 86.3737258911, weight_update_time: 0.2050961852, other_time: 4.2760925293
epoch time: 12.4639596939s, input_fired_time: 0.3101885915, output_fired_time: 0.0000000000, propagate_forward_time: 11.3591413498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7946300507
validation[          , genome  6795] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       725.68011, best error:       725.68011 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.1431274414s, input_fired_time: 2.4703257084, output_fired_time: 2.3553261757, propagate_forward_time: 56.5425148010, propagate_backward_time: 86.4292449951, weight_update_time: 0.2057090998, other_time: 4.3457183838
epoch time: 12.4098806381s, input_fired_time: 0.3066972792, output_fired_time: 0.0000000000, propagate_forward_time: 11.3150501251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7881336212
validation[          , genome  6795] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       698.24011, best error:       698.24011 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 153.0850524902s, input_fired_time: 2.4655635357, output_fired_time: 2.3681912422, propagate_forward_time: 56.9200515747, propagate_backward_time: 87.0467834473, weight_update_time: 0.2046994269, other_time: 4.2844619751
epoch time: 12.3893032074s, input_fired_time: 0.3073818088, output_fired_time: 0.0000000000, propagate_forward_time: 11.3121528625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7697687149
validation[          , genome  6795] predictions:    9732/  10000 (97.32%), best:    9799/10000 (97.99%), error:       906.57153, best error:       698.24011 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 152.1405029297s, input_fired_time: 2.4765408039, output_fired_time: 2.3603925705, propagate_forward_time: 56.5307159424, propagate_backward_time: 86.4104385376, weight_update_time: 0.2066849470, other_time: 4.3624038696
epoch time: 12.3333520889s, input_fired_time: 0.3048766553, output_fired_time: 0.0000000000, propagate_forward_time: 11.2749042511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7535715103
validation[          , genome  6795] predictions:    9748/  10000 (97.48%), best:    9799/10000 (97.99%), error:       801.21692, best error:       698.24011 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 153.0887756348s, input_fired_time: 2.4842157364, output_fired_time: 2.3736917973, propagate_forward_time: 56.7678642273, propagate_backward_time: 87.0614013672, weight_update_time: 0.2078932524, other_time: 4.4015960693
epoch time: 12.4633045197s, input_fired_time: 0.3053931892, output_fired_time: 0.0000000000, propagate_forward_time: 11.3868770599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7710342407
validation[          , genome  6795] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       736.92688, best error:       698.24011 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 151.8161926270s, input_fired_time: 2.4655494690, output_fired_time: 2.3601920605, propagate_forward_time: 56.3516197205, propagate_backward_time: 86.3252105713, weight_update_time: 0.2056383938, other_time: 4.3136138916
epoch time: 12.4389429092s, input_fired_time: 0.3086137474, output_fired_time: 0.0000000000, propagate_forward_time: 11.3780832291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7522459030
validation[          , genome  6795] predictions:    9747/  10000 (97.47%), best:    9799/10000 (97.99%), error:       834.44775, best error:       698.24011 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 152.8169250488s, input_fired_time: 2.4787132740, output_fired_time: 2.3634343147, propagate_forward_time: 56.7180633545, propagate_backward_time: 86.8860931396, weight_update_time: 0.2069430053, other_time: 4.3706207275
epoch time: 12.3003911972s, input_fired_time: 0.3008098006, output_fired_time: 0.0000000000, propagate_forward_time: 11.2558059692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7437753677
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       686.75549, best error:       686.75549 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 152.3277282715s, input_fired_time: 2.4893233776, output_fired_time: 2.3678059578, propagate_forward_time: 56.4739341736, propagate_backward_time: 86.5895919800, weight_update_time: 0.2075385153, other_time: 4.4070663452
epoch time: 11.5704469681s, input_fired_time: 0.2881168127, output_fired_time: 0.0000000000, propagate_forward_time: 10.5699024200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7124280930
validation[          , genome  6795] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       759.42786, best error:       686.75549 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 152.4764404297s, input_fired_time: 2.4746558666, output_fired_time: 2.3605940342, propagate_forward_time: 56.5565185547, propagate_backward_time: 86.7471008301, weight_update_time: 0.2066783458, other_time: 4.3375701904
epoch time: 12.1140785217s, input_fired_time: 0.2970741987, output_fired_time: 0.0000000000, propagate_forward_time: 11.0774383545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7395658493
validation[          , genome  6795] predictions:    9785/  10000 (97.85%), best:    9775/10000 (97.75%), error:       720.82007, best error:       686.75549 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 151.9909210205s, input_fired_time: 2.4712026119, output_fired_time: 2.3602273464, propagate_forward_time: 56.4442749023, propagate_backward_time: 86.3748321533, weight_update_time: 0.2047511339, other_time: 4.3403778076
epoch time: 12.4211349487s, input_fired_time: 0.3167017400, output_fired_time: 0.0000000000, propagate_forward_time: 11.2991657257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8052673340
validation[          , genome  6795] predictions:    9587/  10000 (95.87%), best:    9775/10000 (97.75%), error:      1236.19543, best error:       686.75549 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.6175384521s, input_fired_time: 2.4763073921, output_fired_time: 2.3659489155, propagate_forward_time: 56.6665573120, propagate_backward_time: 86.7711791992, weight_update_time: 0.2055892944, other_time: 4.3375473022
epoch time: 12.2984266281s, input_fired_time: 0.3048238158, output_fired_time: 0.0000000000, propagate_forward_time: 11.2529859543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7406167984
validation[          , genome  6795] predictions:    9511/  10000 (95.11%), best:    9775/10000 (97.75%), error:      1548.98059, best error:       686.75549 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 153.0391693115s, input_fired_time: 2.4808669090, output_fired_time: 2.3732490540, propagate_forward_time: 56.7771759033, propagate_backward_time: 87.0784988403, weight_update_time: 0.2051013112, other_time: 4.3293838501
epoch time: 12.5307798386s, input_fired_time: 0.3080668449, output_fired_time: 0.0000000000, propagate_forward_time: 11.4627723694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7599411011
validation[          , genome  6795] predictions:    9795/  10000 (97.95%), best:    9775/10000 (97.75%), error:       690.40332, best error:       686.75549 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 153.0261383057s, input_fired_time: 2.4851832390, output_fired_time: 2.3747193813, propagate_forward_time: 56.7728042603, propagate_backward_time: 87.0661544800, weight_update_time: 0.2061622590, other_time: 4.3272705078
epoch time: 12.1735210419s, input_fired_time: 0.3010863364, output_fired_time: 0.0000000000, propagate_forward_time: 11.1194496155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7529850006
validation[          , genome  6795] predictions:    9783/  10000 (97.83%), best:    9775/10000 (97.75%), error:       702.26495, best error:       686.75549 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 152.2362060547s, input_fired_time: 2.4608471394, output_fired_time: 2.3496065140, propagate_forward_time: 56.5405120850, propagate_backward_time: 86.5850143433, weight_update_time: 0.2061683685, other_time: 4.3002243042
epoch time: 12.4609994888s, input_fired_time: 0.3052129745, output_fired_time: 0.0000000000, propagate_forward_time: 11.3867959976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7689905167
validation[          , genome  6795] predictions:    9726/  10000 (97.26%), best:    9775/10000 (97.75%), error:       894.45367, best error:       686.75549 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 152.6789855957s, input_fired_time: 2.4735391140, output_fired_time: 2.3634266853, propagate_forward_time: 56.7399406433, propagate_backward_time: 86.7662582397, weight_update_time: 0.2050363123, other_time: 4.3358078003
epoch time: 12.3562784195s, input_fired_time: 0.3038059771, output_fired_time: 0.0000000000, propagate_forward_time: 11.2932605743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7592115402
validation[          , genome  6795] predictions:    9784/  10000 (97.84%), best:    9775/10000 (97.75%), error:       723.72284, best error:       686.75549 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.1026000977s, input_fired_time: 2.4738945961, output_fired_time: 2.3705821037, propagate_forward_time: 56.9167861938, propagate_backward_time: 87.0541915894, weight_update_time: 0.2051274329, other_time: 4.2871551514
epoch time: 12.4748048782s, input_fired_time: 0.3056400120, output_fired_time: 0.0000000000, propagate_forward_time: 11.4142723083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7548923492
validation[          , genome  6795] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       791.55560, best error:       686.75549 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 153.2540283203s, input_fired_time: 2.4875829220, output_fired_time: 2.3743894100, propagate_forward_time: 56.8019256592, propagate_backward_time: 87.1958007813, weight_update_time: 0.2080602348, other_time: 4.3943328857
epoch time: 12.2868175507s, input_fired_time: 0.3034942150, output_fired_time: 0.0000000000, propagate_forward_time: 11.2283363342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7549867630
validation[          , genome  6795] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       793.68555, best error:       686.75549 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 152.8936309814s, input_fired_time: 2.4778296947, output_fired_time: 2.3659248352, propagate_forward_time: 56.7355079651, propagate_backward_time: 86.9717941284, weight_update_time: 0.2074458152, other_time: 4.3425827026
epoch time: 12.4903392792s, input_fired_time: 0.3126098216, output_fired_time: 0.0000000000, propagate_forward_time: 11.3859930038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7917366028
validation[          , genome  6795] predictions:    9749/  10000 (97.49%), best:    9775/10000 (97.75%), error:       832.81171, best error:       686.75549 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 152.7652740479s, input_fired_time: 2.4705996513, output_fired_time: 2.3663394451, propagate_forward_time: 56.7385597229, propagate_backward_time: 86.8854141235, weight_update_time: 0.2053537071, other_time: 4.3043746948
epoch time: 12.4454650879s, input_fired_time: 0.3037133217, output_fired_time: 0.0000000000, propagate_forward_time: 11.3833408356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7584114075
validation[          , genome  6795] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       767.04828, best error:       686.75549 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.7754516602s, input_fired_time: 2.4856507778, output_fired_time: 2.3635840416, propagate_forward_time: 56.8115882874, propagate_backward_time: 86.7663192749, weight_update_time: 0.2073654234, other_time: 4.3483047485
epoch time: 12.4659118652s, input_fired_time: 0.3095491230, output_fired_time: 0.0000000000, propagate_forward_time: 11.3895015717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7668609619
validation[          , genome  6795] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       785.57269, best error:       686.75549 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 153.0384368896s, input_fired_time: 2.4838607311, output_fired_time: 2.3743183613, propagate_forward_time: 56.8715705872, propagate_backward_time: 86.9435577393, weight_update_time: 0.2085117698, other_time: 4.3651428223
epoch time: 12.4493045807s, input_fired_time: 0.3036195338, output_fired_time: 0.0000000000, propagate_forward_time: 11.3952045441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7504806519
validation[          , genome  6795] predictions:    9779/  10000 (97.79%), best:    9775/10000 (97.75%), error:       746.90106, best error:       686.75549 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 152.2450408936s, input_fired_time: 2.4786086082, output_fired_time: 2.3562822342, propagate_forward_time: 56.6162528992, propagate_backward_time: 86.4603576660, weight_update_time: 0.2063229680, other_time: 4.3335418701
epoch time: 12.4285554886s, input_fired_time: 0.3080903292, output_fired_time: 0.0000000000, propagate_forward_time: 11.3633127213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7571525574
validation[          , genome  6795] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       654.97498, best error:       654.97498 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 151.4236297607s, input_fired_time: 2.4749152660, output_fired_time: 2.3473217487, propagate_forward_time: 56.3185997009, propagate_backward_time: 85.9711608887, weight_update_time: 0.2059005797, other_time: 4.3116302490
epoch time: 12.4235525131s, input_fired_time: 0.3117174208, output_fired_time: 0.0000000000, propagate_forward_time: 11.3342638016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7775716782
validation[          , genome  6795] predictions:    9754/  10000 (97.54%), best:    9809/10000 (98.09%), error:       843.82288, best error:       654.97498 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.8117065430s, input_fired_time: 2.4857556820, output_fired_time: 2.3608329296, propagate_forward_time: 56.7267799377, propagate_backward_time: 86.8650283813, weight_update_time: 0.2094538361, other_time: 4.3733139038
epoch time: 12.4847049713s, input_fired_time: 0.3046287894, output_fired_time: 0.0000000000, propagate_forward_time: 11.4308347702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7492418289
validation[          , genome  6795] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       695.03381, best error:       654.97498 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.0332489014s, input_fired_time: 2.4893095493, output_fired_time: 2.3685843945, propagate_forward_time: 56.8408966064, propagate_backward_time: 86.9436416626, weight_update_time: 0.2103339434, other_time: 4.3908157349
epoch time: 12.5731630325s, input_fired_time: 0.3158549070, output_fired_time: 0.0000000000, propagate_forward_time: 11.4628181458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7944898605
validation[          , genome  6795] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       701.32672, best error:       654.97498 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.8174896240s, input_fired_time: 2.4710710049, output_fired_time: 2.3652341366, propagate_forward_time: 56.7376708984, propagate_backward_time: 86.9328002930, weight_update_time: 0.2061166167, other_time: 4.3107147217
epoch time: 12.4445095062s, input_fired_time: 0.3064898849, output_fired_time: 0.0000000000, propagate_forward_time: 11.3797235489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7582960129
validation[          , genome  6795] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       756.06201, best error:       654.97498 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 152.8206176758s, input_fired_time: 2.4861989021, output_fired_time: 2.3636615276, propagate_forward_time: 56.7084007263, propagate_backward_time: 86.9116058350, weight_update_time: 0.2062180191, other_time: 4.3507385254
epoch time: 12.5168685913s, input_fired_time: 0.3056061566, output_fired_time: 0.0000000000, propagate_forward_time: 11.4571475983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7541151047
validation[          , genome  6795] predictions:    9769/  10000 (97.69%), best:    9809/10000 (98.09%), error:       737.87183, best error:       654.97498 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 152.9744873047s, input_fired_time: 2.4746401310, output_fired_time: 2.3615646362, propagate_forward_time: 56.8758087158, propagate_backward_time: 86.9658660889, weight_update_time: 0.2050260454, other_time: 4.2966003418
epoch time: 12.4357681274s, input_fired_time: 0.3052140772, output_fired_time: 0.0000000000, propagate_forward_time: 11.3774509430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7531032562
validation[          , genome  6795] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       774.73151, best error:       654.97498 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 153.0705108643s, input_fired_time: 2.4835522175, output_fired_time: 2.3665375710, propagate_forward_time: 56.8007049561, propagate_backward_time: 87.1260223389, weight_update_time: 0.2054510564, other_time: 4.2937011719
epoch time: 12.4486122131s, input_fired_time: 0.3092117906, output_fired_time: 0.0000000000, propagate_forward_time: 11.3967866898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426137924
validation[          , genome  6795] predictions:    9801/  10000 (98.01%), best:    9809/10000 (98.09%), error:       662.59497, best error:       654.97498 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 153.1618194580s, input_fired_time: 2.4813804626, output_fired_time: 2.3675508499, propagate_forward_time: 56.8675422668, propagate_backward_time: 87.1223068237, weight_update_time: 0.2071257681, other_time: 4.3230361938
epoch time: 12.4034757614s, input_fired_time: 0.3048146367, output_fired_time: 0.0000000000, propagate_forward_time: 11.3338279724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7648334503
validation[          , genome  6795] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       750.91559, best error:       654.97498 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 153.3428039551s, input_fired_time: 2.4844586849, output_fired_time: 2.3706786633, propagate_forward_time: 56.9846382141, propagate_backward_time: 87.1684570313, weight_update_time: 0.2077949792, other_time: 4.3345794678
epoch time: 12.4494695663s, input_fired_time: 0.3053276837, output_fired_time: 0.0000000000, propagate_forward_time: 11.4115686417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7325735092
validation[          , genome  6795] predictions:    9742/  10000 (97.42%), best:    9809/10000 (98.09%), error:       792.94843, best error:       654.97498 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.9806213379s, input_fired_time: 2.4576380253, output_fired_time: 2.3445553780, propagate_forward_time: 56.4363632202, propagate_backward_time: 86.5102844238, weight_update_time: 0.2010201961, other_time: 4.2317733765
epoch time: 12.4941987991s, input_fired_time: 0.3056887090, output_fired_time: 0.0000000000, propagate_forward_time: 11.4321155548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7563943863
validation[          , genome  6795] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       691.97882, best error:       654.97498 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 152.7183837891s, input_fired_time: 2.4803166389, output_fired_time: 2.3618292809, propagate_forward_time: 56.7036819458, propagate_backward_time: 86.8487243652, weight_update_time: 0.2062640637, other_time: 4.3238296509
epoch time: 12.1163444519s, input_fired_time: 0.3006305695, output_fired_time: 0.0000000000, propagate_forward_time: 11.0837955475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7319183350
validation[          , genome  6795] predictions:    9708/  10000 (97.08%), best:    9809/10000 (98.09%), error:       976.63971, best error:       654.97498 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 152.4306335449s, input_fired_time: 2.4736299515, output_fired_time: 2.3573186398, propagate_forward_time: 56.5633087158, propagate_backward_time: 86.7662048340, weight_update_time: 0.2039841413, other_time: 4.2701721191
epoch time: 12.4778966904s, input_fired_time: 0.3112350702, output_fired_time: 0.0000000000, propagate_forward_time: 11.4012184143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7654428482
validation[          , genome  6795] predictions:    9795/  10000 (97.95%), best:    9809/10000 (98.09%), error:       690.97931, best error:       654.97498 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 152.7185516357s, input_fired_time: 2.4772083759, output_fired_time: 2.3568031788, propagate_forward_time: 56.7689361572, propagate_backward_time: 86.8548202515, weight_update_time: 0.2029693872, other_time: 4.2607955933
epoch time: 12.2867040634s, input_fired_time: 0.3036160469, output_fired_time: 0.0000000000, propagate_forward_time: 11.2371683121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7459192276
validation[          , genome  6795] predictions:    9784/  10000 (97.84%), best:    9809/10000 (98.09%), error:       719.30658, best error:       654.97498 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 152.3306121826s, input_fired_time: 2.4574871063, output_fired_time: 2.3490486145, propagate_forward_time: 56.5260391235, propagate_backward_time: 86.7924423218, weight_update_time: 0.2006930113, other_time: 4.2055969238
epoch time: 12.3366546631s, input_fired_time: 0.3005204797, output_fired_time: 0.0000000000, propagate_forward_time: 11.3003892899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357444763
validation[          , genome  6795] predictions:    9762/  10000 (97.62%), best:    9809/10000 (98.09%), error:       731.51050, best error:       654.97498 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.7296295166s, input_fired_time: 2.4639215469, output_fired_time: 2.3388407230, propagate_forward_time: 56.3589057922, propagate_backward_time: 86.3086853027, weight_update_time: 0.2032176256, other_time: 4.2592773438
epoch time: 12.3456640244s, input_fired_time: 0.3111245334, output_fired_time: 0.0000000000, propagate_forward_time: 11.2728567123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616825104
validation[          , genome  6795] predictions:    9769/  10000 (97.69%), best:    9809/10000 (98.09%), error:       792.06775, best error:       654.97498 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 151.2387390137s, input_fired_time: 2.4574475288, output_fired_time: 2.3379197121, propagate_forward_time: 56.1454544067, propagate_backward_time: 86.0068130493, weight_update_time: 0.2030201107, other_time: 4.2911071777
epoch time: 12.3671493530s, input_fired_time: 0.3044869602, output_fired_time: 0.0000000000, propagate_forward_time: 11.3086147308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7540473938
validation[          , genome  6795] predictions:    9771/  10000 (97.71%), best:    9809/10000 (98.09%), error:       744.42584, best error:       654.97498 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 153.1463317871s, input_fired_time: 2.4770843983, output_fired_time: 2.3690047264, propagate_forward_time: 56.8865165710, propagate_backward_time: 87.1657333374, weight_update_time: 0.2039728761, other_time: 4.2479934692
epoch time: 12.3796606064s, input_fired_time: 0.2996982038, output_fired_time: 0.0000000000, propagate_forward_time: 11.3566408157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7233219147
validation[          , genome  6795] predictions:    9708/  10000 (97.08%), best:    9809/10000 (98.09%), error:       904.20856, best error:       654.97498 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 152.6776580811s, input_fired_time: 2.4732370377, output_fired_time: 2.3595874310, propagate_forward_time: 56.6755218506, propagate_backward_time: 86.8771057129, weight_update_time: 0.2048258483, other_time: 4.2922058105
epoch time: 12.1278762817s, input_fired_time: 0.2935573459, output_fired_time: 0.0000000000, propagate_forward_time: 11.1256561279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7086629868
validation[          , genome  6795] predictions:    9745/  10000 (97.45%), best:    9809/10000 (98.09%), error:       836.50916, best error:       654.97498 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 151.8644256592s, input_fired_time: 2.4597561359, output_fired_time: 2.3446569443, propagate_forward_time: 56.3785362244, propagate_backward_time: 86.4198760986, weight_update_time: 0.2031045109, other_time: 4.2615966797
epoch time: 12.3692569733s, input_fired_time: 0.3010852635, output_fired_time: 0.0000000000, propagate_forward_time: 11.3356456757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7325258255
validation[          , genome  6795] predictions:    9753/  10000 (97.53%), best:    9809/10000 (98.09%), error:       816.64941, best error:       654.97498 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.9822998047s, input_fired_time: 2.4788200855, output_fired_time: 2.3556346893, propagate_forward_time: 56.8244438171, propagate_backward_time: 87.0501327515, weight_update_time: 0.2035965174, other_time: 4.2732620239
epoch time: 12.2172212601s, input_fired_time: 0.2972293496, output_fired_time: 0.0000000000, propagate_forward_time: 11.2051048279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7148866653
validation[          , genome  6795] predictions:    9780/  10000 (97.80%), best:    9809/10000 (98.09%), error:       729.18762, best error:       654.97498 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 152.4610443115s, input_fired_time: 2.4658057690, output_fired_time: 2.3506567478, propagate_forward_time: 56.6957359314, propagate_backward_time: 86.7168426514, weight_update_time: 0.2025305778, other_time: 4.2319946289
epoch time: 12.4843130112s, input_fired_time: 0.3072727621, output_fired_time: 0.0000000000, propagate_forward_time: 11.4246406555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523994446
validation[          , genome  6795] predictions:    9732/  10000 (97.32%), best:    9809/10000 (98.09%), error:       839.81323, best error:       654.97498 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 152.5780181885s, input_fired_time: 2.4750220776, output_fired_time: 2.3578853607, propagate_forward_time: 56.6419830322, propagate_backward_time: 86.7855529785, weight_update_time: 0.2055687308, other_time: 4.3175811768
epoch time: 12.4703807831s, input_fired_time: 0.3063679934, output_fired_time: 0.0000000000, propagate_forward_time: 11.4208183289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7431945801
validation[          , genome  6795] predictions:    9804/  10000 (98.04%), best:    9809/10000 (98.09%), error:       674.02246, best error:       654.97498 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 152.6005249023s, input_fired_time: 2.4702138901, output_fired_time: 2.3596370220, propagate_forward_time: 56.5965766907, propagate_backward_time: 86.8972015381, weight_update_time: 0.2040573955, other_time: 4.2769012451
epoch time: 12.4336767197s, input_fired_time: 0.3045960367, output_fired_time: 0.0000000000, propagate_forward_time: 11.3866863251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423944473
validation[          , genome  6795] predictions:    9706/  10000 (97.06%), best:    9809/10000 (98.09%), error:       951.56232, best error:       654.97498 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 151.7462005615s, input_fired_time: 2.4652190208, output_fired_time: 2.3392026424, propagate_forward_time: 56.3096199036, propagate_backward_time: 86.3821182251, weight_update_time: 0.2026560754, other_time: 4.2500381470
epoch time: 12.1141595840s, input_fired_time: 0.3010791242, output_fired_time: 0.0000000000, propagate_forward_time: 11.0678415298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452392578
validation[          , genome  6795] predictions:    9793/  10000 (97.93%), best:    9809/10000 (98.09%), error:       678.30267, best error:       654.97498 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 152.6813507080s, input_fired_time: 2.4778096676, output_fired_time: 2.3569922447, propagate_forward_time: 56.7020378113, propagate_backward_time: 86.8714981079, weight_update_time: 0.2023682147, other_time: 4.2730026245
epoch time: 12.5075845718s, input_fired_time: 0.3095147610, output_fired_time: 0.0000000000, propagate_forward_time: 11.4263200760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7717494965
validation[          , genome  6795] predictions:    9792/  10000 (97.92%), best:    9809/10000 (98.09%), error:       660.09094, best error:       654.97498 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.8541564941s, input_fired_time: 2.4629495144, output_fired_time: 2.3410863876, propagate_forward_time: 56.3817214966, propagate_backward_time: 86.4422225952, weight_update_time: 0.2012311518, other_time: 4.2261810303
epoch time: 12.5131797791s, input_fired_time: 0.3081482947, output_fired_time: 0.0000000000, propagate_forward_time: 11.4608497620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7441816330
validation[          , genome  6795] predictions:    9747/  10000 (97.47%), best:    9809/10000 (98.09%), error:       799.43811, best error:       654.97498 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 152.2990875244s, input_fired_time: 2.4744462967, output_fired_time: 2.3519797325, propagate_forward_time: 56.5175704956, propagate_backward_time: 86.6823959351, weight_update_time: 0.2043333352, other_time: 4.2727050781
epoch time: 12.3895893097s, input_fired_time: 0.3035464287, output_fired_time: 0.0000000000, propagate_forward_time: 11.3598489761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261934280
validation[          , genome  6795] predictions:    9698/  10000 (96.98%), best:    9809/10000 (98.09%), error:      1045.44800, best error:       654.97498 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 153.0975341797s, input_fired_time: 2.4744806290, output_fired_time: 2.3623433113, propagate_forward_time: 56.9457931519, propagate_backward_time: 87.0905227661, weight_update_time: 0.2024547309, other_time: 4.2243804932
epoch time: 12.4128389359s, input_fired_time: 0.3020294011, output_fired_time: 0.0000000000, propagate_forward_time: 11.3801374435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7306718826
validation[          , genome  6795] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       702.78937, best error:       654.97498 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 151.8120880127s, input_fired_time: 2.4679198265, output_fired_time: 2.3462803364, propagate_forward_time: 56.3337974548, propagate_backward_time: 86.3966751099, weight_update_time: 0.2032842338, other_time: 4.2674026489
epoch time: 12.5712862015s, input_fired_time: 0.3075292408, output_fired_time: 0.0000000000, propagate_forward_time: 11.5172805786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7464761734
validation[          , genome  6795] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       703.62390, best error:       654.97498 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 152.4407196045s, input_fired_time: 2.4693248272, output_fired_time: 2.3513104916, propagate_forward_time: 56.5726203918, propagate_backward_time: 86.7779541016, weight_update_time: 0.2032248974, other_time: 4.2695159912
epoch time: 12.4027061462s, input_fired_time: 0.3025408387, output_fired_time: 0.0000000000, propagate_forward_time: 11.3694448471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307205200
validation[          , genome  6795] predictions:    9695/  10000 (96.95%), best:    9809/10000 (98.09%), error:       992.43500, best error:       654.97498 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 153.0438079834s, input_fired_time: 2.4718368053, output_fired_time: 2.3588011265, propagate_forward_time: 56.9443397522, propagate_backward_time: 87.0219497681, weight_update_time: 0.2036267817, other_time: 4.2468948364
epoch time: 12.2278337479s, input_fired_time: 0.2976098657, output_fired_time: 0.0000000000, propagate_forward_time: 11.2127380371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7174854279
validation[          , genome  6795] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       744.31165, best error:       654.97498 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 151.0177307129s, input_fired_time: 2.4505133629, output_fired_time: 2.3257088661, propagate_forward_time: 56.1684532166, propagate_backward_time: 85.8683319092, weight_update_time: 0.2010754943, other_time: 4.2047119141
epoch time: 12.4761400223s, input_fired_time: 0.2998548746, output_fired_time: 0.0000000000, propagate_forward_time: 11.4546384811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7216463089
validation[          , genome  6795] predictions:    9770/  10000 (97.70%), best:    9809/10000 (98.09%), error:       772.82843, best error:       654.97498 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 151.9464263916s, input_fired_time: 2.4613275528, output_fired_time: 2.3393020630, propagate_forward_time: 56.5792617798, propagate_backward_time: 86.3840484619, weight_update_time: 0.1998498142, other_time: 4.1824722290
epoch time: 12.4210624695s, input_fired_time: 0.3123913109, output_fired_time: 0.0000000000, propagate_forward_time: 11.3382959366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7703752518
validation[          , genome  6795] predictions:    9730/  10000 (97.30%), best:    9809/10000 (98.09%), error:       880.98248, best error:       654.97498 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 152.5202636719s, input_fired_time: 2.4757988453, output_fired_time: 2.3572156429, propagate_forward_time: 56.6488533020, propagate_backward_time: 86.7706604004, weight_update_time: 0.2045063376, other_time: 4.2677459717
epoch time: 12.3744745255s, input_fired_time: 0.3063527048, output_fired_time: 0.0000000000, propagate_forward_time: 11.3093423843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7587795258
validation[          , genome  6795] predictions:    9720/  10000 (97.20%), best:    9809/10000 (98.09%), error:       911.12128, best error:       654.97498 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 152.7085113525s, input_fired_time: 2.4790918827, output_fired_time: 2.3621170521, propagate_forward_time: 56.7730941772, propagate_backward_time: 86.8242645264, weight_update_time: 0.2040199786, other_time: 4.2699356079
epoch time: 12.4817571640s, input_fired_time: 0.3062404990, output_fired_time: 0.0000000000, propagate_forward_time: 11.4316778183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7438392639
validation[          , genome  6795] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       681.07983, best error:       654.97498 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 152.2130584717s, input_fired_time: 2.4624021053, output_fired_time: 2.3504099846, propagate_forward_time: 56.4790420532, propagate_backward_time: 86.7099838257, weight_update_time: 0.2002624124, other_time: 4.2112274170
epoch time: 12.4802169800s, input_fired_time: 0.3080888689, output_fired_time: 0.0000000000, propagate_forward_time: 11.4135293961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7585983276
validation[          , genome  6795] predictions:    9757/  10000 (97.57%), best:    9809/10000 (98.09%), error:       812.53131, best error:       654.97498 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 152.9261169434s, input_fired_time: 2.4641003609, output_fired_time: 2.3548719883, propagate_forward_time: 56.9044609070, propagate_backward_time: 87.0092773438, weight_update_time: 0.2011768222, other_time: 4.1934051514
epoch time: 12.4964580536s, input_fired_time: 0.3064111173, output_fired_time: 0.0000000000, propagate_forward_time: 11.4369487762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530984879
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9809/10000 (98.09%), error:       742.85504, best error:       654.97498 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 151.8406372070s, input_fired_time: 2.4573936462, output_fired_time: 2.3434882164, propagate_forward_time: 56.3598442078, propagate_backward_time: 86.4634094238, weight_update_time: 0.2024035603, other_time: 4.2164916992
epoch time: 12.4179039001s, input_fired_time: 0.2977853715, output_fired_time: 0.0000000000, propagate_forward_time: 11.3929395676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271785736
validation[          , genome  6795] predictions:    9751/  10000 (97.51%), best:    9809/10000 (98.09%), error:       812.10974, best error:       654.97498 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 152.0910034180s, input_fired_time: 2.4763598442, output_fired_time: 2.3453485966, propagate_forward_time: 56.4851760864, propagate_backward_time: 86.5736923218, weight_update_time: 0.2010641992, other_time: 4.2104187012
epoch time: 12.3122091293s, input_fired_time: 0.3094380200, output_fired_time: 0.0000000000, propagate_forward_time: 11.2440958023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7586755753
validation[          , genome  6795] predictions:    9758/  10000 (97.58%), best:    9809/10000 (98.09%), error:       791.94635, best error:       654.97498 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 152.6374053955s, input_fired_time: 2.4647955894, output_fired_time: 2.3471801281, propagate_forward_time: 56.6547050476, propagate_backward_time: 86.9668655396, weight_update_time: 0.2006746382, other_time: 4.2038497925
epoch time: 12.1780357361s, input_fired_time: 0.3003439009, output_fired_time: 0.0000000000, propagate_forward_time: 11.1397771835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7379150391
validation[          , genome  6795] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       763.67889, best error:       654.97498 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 152.7257080078s, input_fired_time: 2.4661059380, output_fired_time: 2.3528566360, propagate_forward_time: 56.8300056458, propagate_backward_time: 86.8796615601, weight_update_time: 0.2002701014, other_time: 4.1970748901
epoch time: 12.1711177826s, input_fired_time: 0.2985641658, output_fired_time: 0.0000000000, propagate_forward_time: 11.1462554932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7262983322
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9809/10000 (98.09%), error:       751.05267, best error:       654.97498 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.0149993896s, input_fired_time: 2.4635319710, output_fired_time: 2.3468861580, propagate_forward_time: 56.7765693665, propagate_backward_time: 87.2056655884, weight_update_time: 0.2025961131, other_time: 4.2223434448
epoch time: 12.1583719254s, input_fired_time: 0.2997867763, output_fired_time: 0.0000000000, propagate_forward_time: 11.1156883240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428970337
validation[          , genome  6795] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       777.49323, best error:       654.97498 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 153.2963714600s, input_fired_time: 2.4724040031, output_fired_time: 2.3657591343, propagate_forward_time: 57.0063514709, propagate_backward_time: 87.2552871704, weight_update_time: 0.2019453496, other_time: 4.1965866089
epoch time: 12.4783802032s, input_fired_time: 0.3008568585, output_fired_time: 0.0000000000, propagate_forward_time: 11.4567947388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7207288742
validation[          , genome  6795] predictions:    9754/  10000 (97.54%), best:    9809/10000 (98.09%), error:       811.95789, best error:       654.97498 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 153.3129730225s, input_fired_time: 2.4766271114, output_fired_time: 2.3573572636, propagate_forward_time: 57.0093193054, propagate_backward_time: 87.2291336060, weight_update_time: 0.2043717504, other_time: 4.2405319214
epoch time: 12.4455118179s, input_fired_time: 0.3043937683, output_fired_time: 0.0000000000, propagate_forward_time: 11.3967323303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7443857193
validation[          , genome  6795] predictions:    9776/  10000 (97.76%), best:    9809/10000 (98.09%), error:       728.11755, best error:       654.97498 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 152.8147277832s, input_fired_time: 2.4628226757, output_fired_time: 2.3504979610, propagate_forward_time: 56.8099212646, propagate_backward_time: 87.0026550293, weight_update_time: 0.2003023177, other_time: 4.1888275146
epoch time: 12.3260688782s, input_fired_time: 0.3010253012, output_fired_time: 0.0000000000, propagate_forward_time: 11.2930765152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7319669724
validation[          , genome  6795] predictions:    9745/  10000 (97.45%), best:    9809/10000 (98.09%), error:       847.61664, best error:       654.97498 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 152.3643798828s, input_fired_time: 2.4685137272, output_fired_time: 2.3499000072, propagate_forward_time: 56.6123085022, propagate_backward_time: 86.7295989990, weight_update_time: 0.1996899694, other_time: 4.2040557861
epoch time: 12.4234876633s, input_fired_time: 0.3069306910, output_fired_time: 0.0000000000, propagate_forward_time: 11.3583345413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7582225800
validation[          , genome  6795] predictions:    9764/  10000 (97.64%), best:    9809/10000 (98.09%), error:       745.46075, best error:       654.97498 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 152.4423675537s, input_fired_time: 2.4637296200, output_fired_time: 2.3504352570, propagate_forward_time: 56.6205101013, propagate_backward_time: 86.7976150513, weight_update_time: 0.2002880275, other_time: 4.2100753784
epoch time: 12.4272232056s, input_fired_time: 0.3068575263, output_fired_time: 0.0000000000, propagate_forward_time: 11.3652553558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7551107407
validation[          , genome  6795] predictions:    9757/  10000 (97.57%), best:    9809/10000 (98.09%), error:       807.79028, best error:       654.97498 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 152.7202453613s, input_fired_time: 2.4646651745, output_fired_time: 2.3514771461, propagate_forward_time: 56.7293319702, propagate_backward_time: 86.9726104736, weight_update_time: 0.2012674659, other_time: 4.2021713257
epoch time: 12.3540430069s, input_fired_time: 0.3055918813, output_fired_time: 0.0000000000, propagate_forward_time: 11.3044338226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7440176010
validation[          , genome  6795] predictions:    9767/  10000 (97.67%), best:    9809/10000 (98.09%), error:       786.10968, best error:       654.97498 on epoch:    52, 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: 62.2251434326s, input_fired_time: 1.5239572525, output_fired_time: 0.0000000000, propagate_forward_time: 56.8334159851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8677711487
best training[          , genome  6795] predictions:   49681/  50000 (99.36%), best:    9809/10000 (98.09%), error:      1314.39355, best error:       654.97498 on epoch:    52, 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: 12.4678001404s, input_fired_time: 0.3012998402, output_fired_time: 0.0000000000, propagate_forward_time: 11.4321537018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343463898
   testing[          , genome  6795] predictions:    9827/  10000 (98.27%), best:    9809/10000 (98.09%), error:       580.73535, best error:       654.97498 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:36:19 (7316): called boinc_finish(0)

</stderr_txt>
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