Nameexact_genome_1509704703_29_11117_2
Workunit2340900
Created4 Dec 2017, 15:58:25 UTC
Sent4 Dec 2017, 16:15:53 UTC
Report deadline2 Jan 2018, 8:00:00 UTC
Received5 Dec 2017, 13:34:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time8 hours 37 min 14 sec
CPU time8 hours 37 min 11 sec
Validate stateValid
Credit7,163.91
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size175.81 MB
Peak swap size177.59 MB
Peak disk usage3.38 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
_time: 22.2961483002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3323249817
validation[          , genome 11117] predictions:    9816/  10000 (98.16%), best:    9821/10000 (98.21%), error:       638.05566, best error:       585.53430 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 281.3257446289s, input_fired_time: 6.8425421715, output_fired_time: 4.4560537338, propagate_forward_time: 102.6260528564, propagate_backward_time: 160.4358520508, weight_update_time: 0.3599356115, other_time: 6.9652557373
epoch time: 22.4192485809s, input_fired_time: 0.7006620765, output_fired_time: 0.0000000000, propagate_forward_time: 20.4694843292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2491016388
validation[          , genome 11117] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       565.85840, best error:       565.85840 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 280.0122375488s, input_fired_time: 6.8272585869, output_fired_time: 4.4161772728, propagate_forward_time: 102.2416839600, propagate_backward_time: 159.5915832520, weight_update_time: 0.3612908423, other_time: 6.9355316162
epoch time: 23.4516544342s, input_fired_time: 0.7402092814, output_fired_time: 0.0000000000, propagate_forward_time: 21.3330001831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3784446716
validation[          , genome 11117] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       553.32831, best error:       553.32831 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 283.5283508301s, input_fired_time: 6.9129748344, output_fired_time: 4.4776263237, propagate_forward_time: 103.6080093384, propagate_backward_time: 161.4160156250, weight_update_time: 0.3665311337, other_time: 7.1137390137
epoch time: 24.1063938141s, input_fired_time: 0.7454690337, output_fired_time: 0.0000000000, propagate_forward_time: 22.0241813660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3367443085
validation[          , genome 11117] predictions:    9796/  10000 (97.96%), best:    9833/10000 (98.33%), error:       643.35535, best error:       553.32831 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 281.5793151855s, input_fired_time: 6.9060893059, output_fired_time: 4.4684581757, propagate_forward_time: 102.8199615479, propagate_backward_time: 160.3562316895, weight_update_time: 0.3629073203, other_time: 7.0285797119
epoch time: 23.3284034729s, input_fired_time: 0.7161139250, output_fired_time: 0.0000000000, propagate_forward_time: 21.3290023804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2832870483
validation[          , genome 11117] predictions:    9822/  10000 (98.22%), best:    9833/10000 (98.33%), error:       577.42969, best error:       553.32831 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 279.8547363281s, input_fired_time: 6.8583526611, output_fired_time: 4.4333529472, propagate_forward_time: 101.8117370605, propagate_backward_time: 159.7085723877, weight_update_time: 0.3606968224, other_time: 7.0427398682
epoch time: 22.3011016846s, input_fired_time: 0.7096542716, output_fired_time: 0.0000000000, propagate_forward_time: 20.3378810883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2535667419
validation[          , genome 11117] predictions:    9783/  10000 (97.83%), best:    9833/10000 (98.33%), error:       684.18793, best error:       553.32831 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 282.6497497559s, input_fired_time: 6.9133744240, output_fired_time: 4.4746522903, propagate_forward_time: 103.2786026001, propagate_backward_time: 160.9408874512, weight_update_time: 0.3632964790, other_time: 7.0422668457
epoch time: 22.5976009369s, input_fired_time: 0.7141824365, output_fired_time: 0.0000000000, propagate_forward_time: 20.6228237152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2605953217
validation[          , genome 11117] predictions:    9760/  10000 (97.60%), best:    9833/10000 (98.33%), error:       793.64441, best error:       553.32831 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 279.4482727051s, input_fired_time: 6.9075498581, output_fired_time: 4.4357976913, propagate_forward_time: 102.0605545044, propagate_backward_time: 159.0312652588, weight_update_time: 0.3600850105, other_time: 7.0131072998
epoch time: 23.1412296295s, input_fired_time: 0.7263042331, output_fired_time: 0.0000000000, propagate_forward_time: 21.1235313416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2913932800
validation[          , genome 11117] predictions:    9765/  10000 (97.65%), best:    9833/10000 (98.33%), error:       756.12207, best error:       553.32831 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 281.4260864258s, input_fired_time: 6.9157476425, output_fired_time: 4.4757118225, propagate_forward_time: 102.6732940674, propagate_backward_time: 160.3444671631, weight_update_time: 0.3615503609, other_time: 7.0168762207
epoch time: 22.6439914703s, input_fired_time: 0.7150049806, output_fired_time: 0.0000000000, propagate_forward_time: 20.6647872925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2641983032
validation[          , genome 11117] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       522.21637, best error:       522.21637 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 278.6193237305s, input_fired_time: 6.8930745125, output_fired_time: 4.4139809608, propagate_forward_time: 101.8176879883, propagate_backward_time: 158.5638580322, weight_update_time: 0.3576778769, other_time: 6.9307403564
epoch time: 23.6385555267s, input_fired_time: 0.7458462715, output_fired_time: 0.0000000000, propagate_forward_time: 21.5697250366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3229846954
validation[          , genome 11117] predictions:    9806/  10000 (98.06%), best:    9843/10000 (98.43%), error:       620.47662, best error:       522.21637 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 282.3779602051s, input_fired_time: 6.9394054413, output_fired_time: 4.4653263092, propagate_forward_time: 103.3001251221, propagate_backward_time: 160.6161346436, weight_update_time: 0.3631622791, other_time: 7.0569763184
epoch time: 23.1201896667s, input_fired_time: 0.7269683480, output_fired_time: 0.0000000000, propagate_forward_time: 21.1187553406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2744655609
validation[          , genome 11117] predictions:    9839/  10000 (98.39%), best:    9843/10000 (98.43%), error:       556.09204, best error:       522.21637 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 283.1496582031s, input_fired_time: 6.9466037750, output_fired_time: 4.4870743752, propagate_forward_time: 103.4626007080, propagate_backward_time: 161.2199554443, weight_update_time: 0.3648073971, other_time: 7.0334472656
epoch time: 23.0436172485s, input_fired_time: 0.7204509974, output_fired_time: 0.0000000000, propagate_forward_time: 21.0383872986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2847785950
validation[          , genome 11117] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       464.55685, best error:       464.55685 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 280.8075866699s, input_fired_time: 6.9014959335, output_fired_time: 4.4477734566, propagate_forward_time: 102.8046875000, propagate_backward_time: 159.6425018311, weight_update_time: 0.3602112830, other_time: 7.0111236572
epoch time: 22.7809162140s, input_fired_time: 0.7206078172, output_fired_time: 0.0000000000, propagate_forward_time: 20.7809677124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2793407440
validation[          , genome 11117] predictions:    9825/  10000 (98.25%), best:    9865/10000 (98.65%), error:       555.37177, best error:       464.55685 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 277.6783142090s, input_fired_time: 6.8744773865, output_fired_time: 4.4131879807, propagate_forward_time: 101.5230026245, propagate_backward_time: 157.9393920898, weight_update_time: 0.3577931821, other_time: 6.9282531738
epoch time: 22.4578189850s, input_fired_time: 0.7142120600, output_fired_time: 0.0000000000, propagate_forward_time: 20.4866027832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2570037842
validation[          , genome 11117] predictions:    9841/  10000 (98.41%), best:    9865/10000 (98.65%), error:       522.51959, best error:       464.55685 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 281.0278015137s, input_fired_time: 6.9284915924, output_fired_time: 4.4581494331, propagate_forward_time: 102.6952667236, propagate_backward_time: 159.9182434082, weight_update_time: 0.3617201746, other_time: 7.0276336670
epoch time: 23.0433273315s, input_fired_time: 0.7297456861, output_fired_time: 0.0000000000, propagate_forward_time: 21.0374679565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2761135101
validation[          , genome 11117] predictions:    9821/  10000 (98.21%), best:    9865/10000 (98.65%), error:       557.65900, best error:       464.55685 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 281.4898376465s, input_fired_time: 6.9252629280, output_fired_time: 4.4693450928, propagate_forward_time: 102.7071304321, propagate_backward_time: 160.4203643799, weight_update_time: 0.3605479598, other_time: 6.9677276611
epoch time: 22.9710121155s, input_fired_time: 0.7264484167, output_fired_time: 0.0000000000, propagate_forward_time: 20.9783458710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2662181854
validation[          , genome 11117] predictions:    9854/  10000 (98.54%), best:    9865/10000 (98.65%), error:       514.14801, best error:       464.55685 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 278.5066223145s, input_fired_time: 6.9042840004, output_fired_time: 4.4329214096, propagate_forward_time: 101.6004562378, propagate_backward_time: 158.5771636963, weight_update_time: 0.3604470193, other_time: 6.9917755127
epoch time: 22.7185001373s, input_fired_time: 0.7200606465, output_fired_time: 0.0000000000, propagate_forward_time: 20.7303524017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2680873871
validation[          , genome 11117] predictions:    9838/  10000 (98.38%), best:    9865/10000 (98.65%), error:       551.64661, best error:       464.55685 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 281.3800048828s, input_fired_time: 6.9246735573, output_fired_time: 4.4711179733, propagate_forward_time: 102.6780014038, propagate_backward_time: 160.3021240234, weight_update_time: 0.3625012636, other_time: 7.0040588379
epoch time: 23.2207107544s, input_fired_time: 0.7289556861, output_fired_time: 0.0000000000, propagate_forward_time: 21.2210865021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2706680298
validation[          , genome 11117] predictions:    9846/  10000 (98.46%), best:    9865/10000 (98.65%), error:       500.04492, best error:       464.55685 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 279.0397338867s, input_fired_time: 6.9042425156, output_fired_time: 4.4253139496, propagate_forward_time: 101.6749420166, propagate_backward_time: 158.9886779785, weight_update_time: 0.3620469570, other_time: 7.0465545654
epoch time: 22.3508281708s, input_fired_time: 0.7146150470, output_fired_time: 0.0000000000, propagate_forward_time: 20.3714733124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2647399902
validation[          , genome 11117] predictions:    9839/  10000 (98.39%), best:    9865/10000 (98.65%), error:       514.57166, best error:       464.55685 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 285.4236145020s, input_fired_time: 7.0152292252, output_fired_time: 4.5163245201, propagate_forward_time: 104.4534606934, propagate_backward_time: 162.2963562012, weight_update_time: 0.3657873273, other_time: 7.1422424316
epoch time: 22.6704807281s, input_fired_time: 0.7201631069, output_fired_time: 0.0000000000, propagate_forward_time: 20.7014541626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2488632202
validation[          , genome 11117] predictions:    9859/  10000 (98.59%), best:    9865/10000 (98.65%), error:       464.97031, best error:       464.55685 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 279.7860412598s, input_fired_time: 6.9347314835, output_fired_time: 4.4236092567, propagate_forward_time: 101.8280410767, propagate_backward_time: 159.6047973633, weight_update_time: 0.3601487279, other_time: 6.9948730469
epoch time: 23.1297245026s, input_fired_time: 0.7376607656, output_fired_time: 0.0000000000, propagate_forward_time: 21.0935268402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2985363007
validation[          , genome 11117] predictions:    9847/  10000 (98.47%), best:    9865/10000 (98.65%), error:       526.17712, best error:       464.55685 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 281.0785827637s, input_fired_time: 6.9698619843, output_fired_time: 4.4646749496, propagate_forward_time: 102.6148147583, propagate_backward_time: 159.9766540527, weight_update_time: 0.3628544509, other_time: 7.0526123047
epoch time: 22.5324840546s, input_fired_time: 0.7140234709, output_fired_time: 0.0000000000, propagate_forward_time: 20.5564231873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2620372772
validation[          , genome 11117] predictions:    9841/  10000 (98.41%), best:    9865/10000 (98.65%), error:       515.45770, best error:       464.55685 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 278.7946777344s, input_fired_time: 6.9289426804, output_fired_time: 4.4409527779, propagate_forward_time: 101.6049880981, propagate_backward_time: 158.8310699463, weight_update_time: 0.3623940647, other_time: 6.9887237549
epoch time: 22.6261901855s, input_fired_time: 0.7350764275, output_fired_time: 0.0000000000, propagate_forward_time: 20.6056118011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2855014801
validation[          , genome 11117] predictions:    9823/  10000 (98.23%), best:    9865/10000 (98.65%), error:       628.22821, best error:       464.55685 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 278.3411254883s, input_fired_time: 6.9402008057, output_fired_time: 4.4304533005, propagate_forward_time: 101.5405883789, propagate_backward_time: 158.3684082031, weight_update_time: 0.3611190617, other_time: 7.0614929199
epoch time: 22.6897087097s, input_fired_time: 0.7363412976, output_fired_time: 0.0000000000, propagate_forward_time: 20.6742362976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2791309357
validation[          , genome 11117] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       472.51392, best error:       464.55685 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 278.7261657715s, input_fired_time: 6.9530291557, output_fired_time: 4.4361224174, propagate_forward_time: 101.7892913818, propagate_backward_time: 158.5920867920, weight_update_time: 0.3599974811, other_time: 6.9556274414
epoch time: 22.8967895508s, input_fired_time: 0.7446075678, output_fired_time: 0.0000000000, propagate_forward_time: 20.8623199463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2898616791
validation[          , genome 11117] predictions:    9848/  10000 (98.48%), best:    9865/10000 (98.65%), error:       511.02417, best error:       464.55685 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 282.4401245117s, input_fired_time: 6.9925971031, output_fired_time: 4.4773869514, propagate_forward_time: 103.1823959351, propagate_backward_time: 160.7052612305, weight_update_time: 0.3644357622, other_time: 7.0824890137
epoch time: 22.7431983948s, input_fired_time: 0.7414235473, output_fired_time: 0.0000000000, propagate_forward_time: 20.7210578918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2807178497
validation[          , genome 11117] predictions:    9840/  10000 (98.40%), best:    9865/10000 (98.65%), error:       505.64868, best error:       464.55685 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 277.9280090332s, input_fired_time: 6.9385519028, output_fired_time: 4.4225287437, propagate_forward_time: 101.3200607300, propagate_backward_time: 158.3196716309, weight_update_time: 0.3587751091, other_time: 6.9272155762
epoch time: 22.3532390594s, input_fired_time: 0.7282417417, output_fired_time: 0.0000000000, propagate_forward_time: 20.3670959473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2579021454
validation[          , genome 11117] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       461.90616, best error:       461.90616 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 280.0766296387s, input_fired_time: 6.9935636520, output_fired_time: 4.4738245010, propagate_forward_time: 102.1868515015, propagate_backward_time: 159.4307403564, weight_update_time: 0.3619811833, other_time: 6.9916534424
epoch time: 22.7287654877s, input_fired_time: 0.7371498942, output_fired_time: 0.0000000000, propagate_forward_time: 20.7162742615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2753410339
validation[          , genome 11117] predictions:    9858/  10000 (98.58%), best:    9861/10000 (98.61%), error:       475.40622, best error:       461.90616 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 282.3111267090s, input_fired_time: 7.0354080200, output_fired_time: 4.4801154137, propagate_forward_time: 102.9468154907, propagate_backward_time: 160.7638702393, weight_update_time: 0.3634721637, other_time: 7.0849456787
epoch time: 23.2848739624s, input_fired_time: 0.7481576800, output_fired_time: 0.0000000000, propagate_forward_time: 21.2384052277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2983112335
validation[          , genome 11117] predictions:    9848/  10000 (98.48%), best:    9861/10000 (98.61%), error:       495.89908, best error:       461.90616 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 281.4072570801s, input_fired_time: 7.0209383965, output_fired_time: 4.4713549614, propagate_forward_time: 102.8662719727, propagate_backward_time: 159.9700164795, weight_update_time: 0.3650690913, other_time: 7.0786895752
epoch time: 22.7903900146s, input_fired_time: 0.7307583690, output_fired_time: 0.0000000000, propagate_forward_time: 20.7867794037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2728519440
validation[          , genome 11117] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       457.40820, best error:       457.40820 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 279.6073913574s, input_fired_time: 6.9804253578, output_fired_time: 4.4411621094, propagate_forward_time: 102.3018569946, propagate_backward_time: 158.9064636230, weight_update_time: 0.3610801995, other_time: 6.9774780273
epoch time: 23.0389518738s, input_fired_time: 0.7463778853, output_fired_time: 0.0000000000, propagate_forward_time: 21.0043849945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2881889343
validation[          , genome 11117] predictions:    9865/  10000 (98.65%), best:    9861/10000 (98.61%), error:       457.73691, best error:       457.40820 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 282.2192382812s, input_fired_time: 7.0625753403, output_fired_time: 4.4774312973, propagate_forward_time: 103.1218109131, propagate_backward_time: 160.4224700928, weight_update_time: 0.3632576764, other_time: 7.1349792480
epoch time: 23.0830001831s, input_fired_time: 0.7544647455, output_fired_time: 0.0000000000, propagate_forward_time: 20.9896030426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3389320374
validation[          , genome 11117] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       467.74442, best error:       457.40820 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 282.0828247070s, input_fired_time: 7.0274729729, output_fired_time: 4.4650726318, propagate_forward_time: 103.1436691284, propagate_backward_time: 160.4156036377, weight_update_time: 0.3643808663, other_time: 7.0309906006
epoch time: 23.6400470734s, input_fired_time: 0.7588895559, output_fired_time: 0.0000000000, propagate_forward_time: 21.5880279541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2931289673
validation[          , genome 11117] predictions:    9847/  10000 (98.47%), best:    9861/10000 (98.61%), error:       566.90839, best error:       457.40820 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 278.3435974121s, input_fired_time: 6.9611063004, output_fired_time: 4.4263248444, propagate_forward_time: 101.4185714722, propagate_backward_time: 158.5678863525, weight_update_time: 0.3614775240, other_time: 6.9696807861
epoch time: 24.1299419403s, input_fired_time: 0.7730006576, output_fired_time: 0.0000000000, propagate_forward_time: 22.0289077759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3280334473
validation[          , genome 11117] predictions:    9848/  10000 (98.48%), best:    9861/10000 (98.61%), error:       471.44843, best error:       457.40820 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 284.6222229004s, input_fired_time: 7.0771541595, output_fired_time: 4.5105633736, propagate_forward_time: 104.0424880981, propagate_backward_time: 161.9593963623, weight_update_time: 0.3632530272, other_time: 7.0326385498
epoch time: 22.8292808533s, input_fired_time: 0.7399288416, output_fired_time: 0.0000000000, propagate_forward_time: 20.8251495361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2642021179
validation[          , genome 11117] predictions:    9778/  10000 (97.78%), best:    9861/10000 (98.61%), error:       708.52179, best error:       457.40820 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 278.3536071777s, input_fired_time: 6.9819936752, output_fired_time: 4.4257745743, propagate_forward_time: 101.6009063721, propagate_backward_time: 158.3259887695, weight_update_time: 0.3611854315, other_time: 7.0189361572
epoch time: 23.0729866028s, input_fired_time: 0.7563148737, output_fired_time: 0.0000000000, propagate_forward_time: 21.0175189972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2991523743
validation[          , genome 11117] predictions:    9845/  10000 (98.45%), best:    9861/10000 (98.61%), error:       542.21204, best error:       457.40820 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 286.6074523926s, input_fired_time: 7.1226873398, output_fired_time: 4.5543527603, propagate_forward_time: 104.6808700562, propagate_backward_time: 163.1087799072, weight_update_time: 0.3690993190, other_time: 7.1407623291
epoch time: 22.9079513550s, input_fired_time: 0.7557607293, output_fired_time: 0.0000000000, propagate_forward_time: 20.8700656891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2821254730
validation[          , genome 11117] predictions:    9863/  10000 (98.63%), best:    9861/10000 (98.61%), error:       469.88361, best error:       457.40820 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 280.9115295410s, input_fired_time: 7.0300884247, output_fired_time: 4.4661169052, propagate_forward_time: 102.5659255981, propagate_backward_time: 159.8414611816, weight_update_time: 0.3634736836, other_time: 7.0079345703
epoch time: 23.1065769196s, input_fired_time: 0.7462686896, output_fired_time: 0.0000000000, propagate_forward_time: 21.0835590363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2767486572
validation[          , genome 11117] predictions:    9863/  10000 (98.63%), best:    9861/10000 (98.61%), error:       462.22421, best error:       457.40820 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 280.1874694824s, input_fired_time: 7.0192122459, output_fired_time: 4.4688105583, propagate_forward_time: 102.2971496582, propagate_backward_time: 159.3852386475, weight_update_time: 0.3634978235, other_time: 7.0170440674
epoch time: 22.4176063538s, input_fired_time: 0.7350153327, output_fired_time: 0.0000000000, propagate_forward_time: 20.4149017334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2676887512
validation[          , genome 11117] predictions:    9858/  10000 (98.58%), best:    9861/10000 (98.61%), error:       460.93866, best error:       457.40820 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 282.1595458984s, input_fired_time: 7.0294227600, output_fired_time: 4.4794316292, propagate_forward_time: 103.0760574341, propagate_backward_time: 160.5818634033, weight_update_time: 0.3626533151, other_time: 6.9927825928
epoch time: 22.4091567993s, input_fired_time: 0.7422320843, output_fired_time: 0.0000000000, propagate_forward_time: 20.4062519073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2606735229
validation[          , genome 11117] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       423.70227, best error:       423.70227 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 283.8907165527s, input_fired_time: 7.0870165825, output_fired_time: 4.4875936508, propagate_forward_time: 103.9652862549, propagate_backward_time: 161.2271728516, weight_update_time: 0.3654443026, other_time: 7.1236724854
epoch time: 23.3342666626s, input_fired_time: 0.7564488053, output_fired_time: 0.0000000000, propagate_forward_time: 21.2816066742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2962112427
validation[          , genome 11117] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       416.05185, best error:       416.05185 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 282.7572631836s, input_fired_time: 6.9984173775, output_fired_time: 4.4802851677, propagate_forward_time: 103.4040145874, propagate_backward_time: 160.8915557861, weight_update_time: 0.3636128604, other_time: 6.9829864502
epoch time: 27.7697677612s, input_fired_time: 0.8479799628, output_fired_time: 0.0000000000, propagate_forward_time: 25.4807834625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4410037994
validation[          , genome 11117] predictions:    9875/  10000 (98.75%), best:    9869/10000 (98.69%), error:       419.30002, best error:       416.05185 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 284.8467407227s, input_fired_time: 7.0713276863, output_fired_time: 4.5106744766, propagate_forward_time: 104.1814498901, propagate_backward_time: 161.9900817871, weight_update_time: 0.3661787510, other_time: 7.0932006836
epoch time: 22.7623558044s, input_fired_time: 0.7445956469, output_fired_time: 0.0000000000, propagate_forward_time: 20.7374382019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2803211212
validation[          , genome 11117] predictions:    9868/  10000 (98.68%), best:    9869/10000 (98.69%), error:       427.09662, best error:       416.05185 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 282.5336303711s, input_fired_time: 7.0570697784, output_fired_time: 4.4975705147, propagate_forward_time: 103.3489456177, propagate_backward_time: 160.5566864014, weight_update_time: 0.3668034971, other_time: 7.0733795166
epoch time: 23.7827625275s, input_fired_time: 0.7637824416, output_fired_time: 0.0000000000, propagate_forward_time: 21.7156391144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3033409119
validation[          , genome 11117] predictions:    9853/  10000 (98.53%), best:    9869/10000 (98.69%), error:       463.53632, best error:       416.05185 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 283.7666015625s, input_fired_time: 7.0654530525, output_fired_time: 4.5002522469, propagate_forward_time: 103.9656448364, propagate_backward_time: 161.2004547119, weight_update_time: 0.3656120598, other_time: 7.0348052979
epoch time: 22.9269485474s, input_fired_time: 0.7439170480, output_fired_time: 0.0000000000, propagate_forward_time: 20.8988971710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2841339111
validation[          , genome 11117] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       467.46347, best error:       416.05185 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 282.8619689941s, input_fired_time: 7.0840458870, output_fired_time: 4.4912052155, propagate_forward_time: 103.3543777466, propagate_backward_time: 160.9046325684, weight_update_time: 0.3636490405, other_time: 7.0277099609
epoch time: 23.4203796387s, input_fired_time: 0.7644135952, output_fired_time: 0.0000000000, propagate_forward_time: 21.3471755981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3087902069
validation[          , genome 11117] predictions:    9870/  10000 (98.70%), best:    9869/10000 (98.69%), error:       421.88867, best error:       416.05185 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 281.9246826172s, input_fired_time: 7.0656032562, output_fired_time: 4.4670977592, propagate_forward_time: 103.0584945679, propagate_backward_time: 160.2633666992, weight_update_time: 0.3653817475, other_time: 7.0700988770
epoch time: 23.4799556732s, input_fired_time: 0.7600306273, output_fired_time: 0.0000000000, propagate_forward_time: 21.4124488831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3074760437
validation[          , genome 11117] predictions:    9881/  10000 (98.81%), best:    9869/10000 (98.69%), error:       423.63330, best error:       416.05185 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 290.2318420410s, input_fired_time: 7.1891617775, output_fired_time: 4.5982937813, propagate_forward_time: 106.2863464355, propagate_backward_time: 164.9480590820, weight_update_time: 0.3707776368, other_time: 7.2099914551
epoch time: 23.6668949127s, input_fired_time: 0.7685594559, output_fired_time: 0.0000000000, propagate_forward_time: 21.6167736053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2815608978
validation[          , genome 11117] predictions:    9842/  10000 (98.42%), best:    9869/10000 (98.69%), error:       468.95068, best error:       416.05185 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 279.5983276367s, input_fired_time: 7.0213885307, output_fired_time: 4.4383869171, propagate_forward_time: 101.9110412598, propagate_backward_time: 159.2006835938, weight_update_time: 0.3623322248, other_time: 7.0268249512
epoch time: 23.0614166260s, input_fired_time: 0.7546134591, output_fired_time: 0.0000000000, propagate_forward_time: 21.0117206573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2950820923
validation[          , genome 11117] predictions:    9867/  10000 (98.67%), best:    9869/10000 (98.69%), error:       464.40091, best error:       416.05185 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 286.9129028320s, input_fired_time: 7.1559610367, output_fired_time: 4.5371828079, propagate_forward_time: 104.7728424072, propagate_backward_time: 163.2150268555, weight_update_time: 0.3692444861, other_time: 7.2318878174
epoch time: 22.9652252197s, input_fired_time: 0.7614567280, output_fired_time: 0.0000000000, propagate_forward_time: 20.8852958679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3184719086
validation[          , genome 11117] predictions:    9858/  10000 (98.58%), best:    9869/10000 (98.69%), error:       459.75540, best error:       416.05185 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 283.4920654297s, input_fired_time: 7.1037635803, output_fired_time: 4.4946436882, propagate_forward_time: 103.6540527344, propagate_backward_time: 161.1357574463, weight_update_time: 0.3654879630, other_time: 7.1038665771
epoch time: 23.3261013031s, input_fired_time: 0.7669383287, output_fired_time: 0.0000000000, propagate_forward_time: 21.2225284576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3366336823
validation[          , genome 11117] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       446.04956, best error:       416.05185 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 281.2040100098s, input_fired_time: 7.0681362152, output_fired_time: 4.4527945518, propagate_forward_time: 102.9336166382, propagate_backward_time: 159.7477722168, weight_update_time: 0.3628376424, other_time: 7.0016784668
epoch time: 23.6790809631s, input_fired_time: 0.7633633614, output_fired_time: 0.0000000000, propagate_forward_time: 21.6199970245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2957210541
validation[          , genome 11117] predictions:    9858/  10000 (98.58%), best:    9869/10000 (98.69%), error:       462.76337, best error:       416.05185 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 283.4284667969s, input_fired_time: 7.0890755653, output_fired_time: 4.4787769318, propagate_forward_time: 103.8137359619, propagate_backward_time: 160.9662933350, weight_update_time: 0.3665209711, other_time: 7.0805664062
epoch time: 22.8941097260s, input_fired_time: 0.7488955259, output_fired_time: 0.0000000000, propagate_forward_time: 20.8715763092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2736377716
validation[          , genome 11117] predictions:    9876/  10000 (98.76%), best:    9869/10000 (98.69%), error:       424.11334, best error:       416.05185 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 282.8088989258s, input_fired_time: 7.0805830956, output_fired_time: 4.4707598686, propagate_forward_time: 103.5843887329, propagate_backward_time: 160.5996093750, weight_update_time: 0.3642224669, other_time: 7.0735473633
epoch time: 25.0378379822s, input_fired_time: 0.7951579690, output_fired_time: 0.0000000000, propagate_forward_time: 22.8629112244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3797683716
validation[          , genome 11117] predictions:    9875/  10000 (98.75%), best:    9869/10000 (98.69%), error:       430.64514, best error:       416.05185 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 277.1030273438s, input_fired_time: 7.0240278244, output_fired_time: 4.4053864479, propagate_forward_time: 101.2458648682, propagate_backward_time: 157.3794555664, weight_update_time: 0.3620430231, other_time: 7.0482940674
epoch time: 22.5098724365s, input_fired_time: 0.7451722622, output_fired_time: 0.0000000000, propagate_forward_time: 20.4897594452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2749404907
validation[          , genome 11117] predictions:    9876/  10000 (98.76%), best:    9869/10000 (98.69%), error:       428.51083, best error:       416.05185 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 281.1148376465s, input_fired_time: 7.1077456474, output_fired_time: 4.4608769417, propagate_forward_time: 102.7113723755, propagate_backward_time: 159.6853637695, weight_update_time: 0.3667492568, other_time: 7.1494750977
epoch time: 23.6880550385s, input_fired_time: 0.7754991651, output_fired_time: 0.0000000000, propagate_forward_time: 21.5556201935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3569355011
validation[          , genome 11117] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       469.34656, best error:       416.05185 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 283.9804992676s, input_fired_time: 7.1577243805, output_fired_time: 4.5128207207, propagate_forward_time: 103.3995819092, propagate_backward_time: 161.7341613770, weight_update_time: 0.3684487045, other_time: 7.1762237549
epoch time: 22.6654090881s, input_fired_time: 0.7472714186, output_fired_time: 0.0000000000, propagate_forward_time: 20.6590175629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2591209412
validation[          , genome 11117] predictions:    9873/  10000 (98.73%), best:    9869/10000 (98.69%), error:       434.20367, best error:       416.05185 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 285.9942321777s, input_fired_time: 7.1467843056, output_fired_time: 4.5144529343, propagate_forward_time: 104.8319244385, propagate_backward_time: 162.3693389893, weight_update_time: 0.3696159720, other_time: 7.1317138672
epoch time: 22.5128746033s, input_fired_time: 0.7391536236, output_fired_time: 0.0000000000, propagate_forward_time: 20.5100555420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2636661530
validation[          , genome 11117] predictions:    9871/  10000 (98.71%), best:    9869/10000 (98.69%), error:       421.40512, best error:       416.05185 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 283.0449523926s, input_fired_time: 7.1083369255, output_fired_time: 4.4921154976, propagate_forward_time: 103.4836425781, propagate_backward_time: 160.8645629883, weight_update_time: 0.3648157716, other_time: 7.0962829590
epoch time: 23.2726612091s, input_fired_time: 0.7566074729, output_fired_time: 0.0000000000, propagate_forward_time: 21.2356605530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2803936005
validation[          , genome 11117] predictions:    9834/  10000 (98.34%), best:    9869/10000 (98.69%), error:       536.67633, best error:       416.05185 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 279.2832946777s, input_fired_time: 7.0308871269, output_fired_time: 4.4310932159, propagate_forward_time: 101.9802398682, propagate_backward_time: 158.8521423340, weight_update_time: 0.3628405929, other_time: 6.9889373779
epoch time: 22.8751182556s, input_fired_time: 0.7483667731, output_fired_time: 0.0000000000, propagate_forward_time: 20.8508052826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2759456635
validation[          , genome 11117] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       444.95459, best error:       416.05185 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 282.0304565430s, input_fired_time: 7.0462198257, output_fired_time: 4.4613494873, propagate_forward_time: 103.2802047729, propagate_backward_time: 160.2350006104, weight_update_time: 0.3634196818, other_time: 7.0076751709
epoch time: 22.7965030670s, input_fired_time: 0.7413695455, output_fired_time: 0.0000000000, propagate_forward_time: 20.8067970276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2483367920
validation[          , genome 11117] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       440.61145, best error:       416.05185 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 278.2309570312s, input_fired_time: 6.9918427467, output_fired_time: 4.4191074371, propagate_forward_time: 101.7582473755, propagate_backward_time: 158.1170349121, weight_update_time: 0.3604696095, other_time: 6.9447326660
epoch time: 22.7027359009s, input_fired_time: 0.7472009063, output_fired_time: 0.0000000000, propagate_forward_time: 20.6865520477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2689838409
validation[          , genome 11117] predictions:    9878/  10000 (98.78%), best:    9869/10000 (98.69%), error:       422.79004, best error:       416.05185 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 280.5187377930s, input_fired_time: 7.0338506699, output_fired_time: 4.4453315735, propagate_forward_time: 102.3825454712, propagate_backward_time: 159.6737213135, weight_update_time: 0.3609346151, other_time: 6.9832916260
epoch time: 22.9675827026s, input_fired_time: 0.7648313642, output_fired_time: 0.0000000000, propagate_forward_time: 20.8888492584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3139019012
validation[          , genome 11117] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       434.38962, best error:       416.05185 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 281.0008544922s, input_fired_time: 7.1648588181, output_fired_time: 4.4704480171, propagate_forward_time: 102.4950027466, propagate_backward_time: 159.5599822998, weight_update_time: 0.3709734082, other_time: 7.3105621338
epoch time: 22.5383949280s, input_fired_time: 0.8022780418, output_fired_time: 0.0000000000, propagate_forward_time: 20.3302001953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4059162140
validation[          , genome 11117] predictions:    9865/  10000 (98.65%), best:    9869/10000 (98.69%), error:       427.64014, best error:       416.05185 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 277.6860351562s, input_fired_time: 7.3224573135, output_fired_time: 4.4459323883, propagate_forward_time: 100.9590225220, propagate_backward_time: 157.1755065918, weight_update_time: 0.3854652047, other_time: 7.7831420898
epoch time: 25.1363143921s, input_fired_time: 0.8356531858, output_fired_time: 0.0000000000, propagate_forward_time: 22.8684806824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4321804047
validation[          , genome 11117] predictions:    9873/  10000 (98.73%), best:    9869/10000 (98.69%), error:       433.90482, best error:       416.05185 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 291.4566650391s, input_fired_time: 7.3434290886, output_fired_time: 4.6049337387, propagate_forward_time: 106.5844573975, propagate_backward_time: 165.3435974121, weight_update_time: 0.3884776533, other_time: 7.5802764893
epoch time: 22.7728233337s, input_fired_time: 0.7828828692, output_fired_time: 0.0000000000, propagate_forward_time: 20.6469039917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3430366516
validation[          , genome 11117] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       452.84906, best error:       416.05185 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 292.2399291992s, input_fired_time: 7.3902130127, output_fired_time: 4.6347746849, propagate_forward_time: 107.1169128418, propagate_backward_time: 165.3990631104, weight_update_time: 0.3763571680, other_time: 7.6989898682
epoch time: 25.3627090454s, input_fired_time: 0.8297048211, output_fired_time: 0.0000000000, propagate_forward_time: 23.1042442322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4287605286
validation[          , genome 11117] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       406.82669, best error:       406.82669 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 297.6204833984s, input_fired_time: 7.4645557404, output_fired_time: 4.7066044807, propagate_forward_time: 109.4915161133, propagate_backward_time: 168.2948913574, weight_update_time: 0.3836956322, other_time: 7.6629028320
epoch time: 23.8007431030s, input_fired_time: 0.8030591607, output_fired_time: 0.0000000000, propagate_forward_time: 21.6448307037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3528537750
validation[          , genome 11117] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       407.86755, best error:       406.82669 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 290.8480834961s, input_fired_time: 7.3873691559, output_fired_time: 4.6014790535, propagate_forward_time: 106.8034820557, propagate_backward_time: 164.4654846191, weight_update_time: 0.3741325438, other_time: 7.5902862549
epoch time: 24.8425674438s, input_fired_time: 0.8126667142, output_fired_time: 0.0000000000, propagate_forward_time: 22.6287155151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4011859894
validation[          , genome 11117] predictions:    9812/  10000 (98.12%), best:    9870/10000 (98.70%), error:       605.81158, best error:       406.82669 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 284.9426574707s, input_fired_time: 7.2450585365, output_fired_time: 4.5267028809, propagate_forward_time: 104.3295135498, propagate_backward_time: 161.3674163818, weight_update_time: 0.3747140765, other_time: 7.4739685059
epoch time: 23.1909465790s, input_fired_time: 0.7882595658, output_fired_time: 0.0000000000, propagate_forward_time: 21.0493316650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3533554077
validation[          , genome 11117] predictions:    9877/  10000 (98.77%), best:    9870/10000 (98.70%), error:       414.59583, best error:       406.82669 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 290.4005126953s, input_fired_time: 7.3370437622, output_fired_time: 4.5931906700, propagate_forward_time: 106.4967727661, propagate_backward_time: 164.3776245117, weight_update_time: 0.3746607304, other_time: 7.5958862305
epoch time: 22.8365573883s, input_fired_time: 0.7807945013, output_fired_time: 0.0000000000, propagate_forward_time: 20.7215480804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3342151642
validation[          , genome 11117] predictions:    9875/  10000 (98.75%), best:    9870/10000 (98.70%), error:       412.35977, best error:       406.82669 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 291.7297668457s, input_fired_time: 7.3704190254, output_fired_time: 4.6143584251, propagate_forward_time: 107.4224777222, propagate_backward_time: 164.7905578613, weight_update_time: 0.3794290423, other_time: 7.5319519043
epoch time: 23.1591358185s, input_fired_time: 0.7884272337, output_fired_time: 0.0000000000, propagate_forward_time: 21.0202045441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3505039215
validation[          , genome 11117] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       408.27310, best error:       406.82669 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 279.2003479004s, input_fired_time: 7.1968035698, output_fired_time: 4.4479069710, propagate_forward_time: 101.9535217285, propagate_backward_time: 158.1997833252, weight_update_time: 0.3653618693, other_time: 7.4023284912
epoch time: 22.4144496918s, input_fired_time: 0.7697883844, output_fired_time: 0.0000000000, propagate_forward_time: 20.2901821136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3544788361
validation[          , genome 11117] predictions:    9873/  10000 (98.73%), best:    9870/10000 (98.70%), error:       424.55383, best error:       406.82669 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 280.4282226562s, input_fired_time: 7.1955909729, output_fired_time: 4.4604215622, propagate_forward_time: 102.5228424072, propagate_backward_time: 158.9052734375, weight_update_time: 0.3657161295, other_time: 7.3441009521
epoch time: 22.8071575165s, input_fired_time: 0.7717928886, output_fired_time: 0.0000000000, propagate_forward_time: 20.7151050568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3202590942
validation[          , genome 11117] predictions:    9877/  10000 (98.77%), best:    9870/10000 (98.70%), error:       424.48380, best error:       406.82669 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 278.2042541504s, input_fired_time: 7.1634845734, output_fired_time: 4.4236860275, propagate_forward_time: 101.6288681030, propagate_backward_time: 157.6294097900, weight_update_time: 0.3706453145, other_time: 7.3588104248
epoch time: 22.5230445862s, input_fired_time: 0.7603017688, output_fired_time: 0.0000000000, propagate_forward_time: 20.4516296387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3111133575
validation[          , genome 11117] predictions:    9864/  10000 (98.64%), best:    9870/10000 (98.70%), error:       457.14090, best error:       406.82669 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 281.6663818359s, input_fired_time: 7.1840786934, output_fired_time: 4.4725656509, propagate_forward_time: 102.9637527466, propagate_backward_time: 159.7046661377, weight_update_time: 0.3773117661, other_time: 7.3413238525
epoch time: 23.5734367371s, input_fired_time: 0.7844842672, output_fired_time: 0.0000000000, propagate_forward_time: 21.4582157135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3307361603
validation[          , genome 11117] predictions:    9874/  10000 (98.74%), best:    9870/10000 (98.70%), error:       410.85016, best error:       406.82669 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 281.6252136230s, input_fired_time: 7.1606321335, output_fired_time: 4.4792299271, propagate_forward_time: 103.0161132812, propagate_backward_time: 159.6797943115, weight_update_time: 0.3765827417, other_time: 7.2894439697
epoch time: 22.3094444275s, input_fired_time: 0.7448756695, output_fired_time: 0.0000000000, propagate_forward_time: 20.2777595520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2868099213
validation[          , genome 11117] predictions:    9866/  10000 (98.66%), best:    9870/10000 (98.70%), error:       443.83673, best error:       406.82669 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 281.7148437500s, input_fired_time: 7.1155614853, output_fired_time: 4.4627561569, propagate_forward_time: 103.0137329102, propagate_backward_time: 159.9378051758, weight_update_time: 0.3774808645, other_time: 7.1849670410
epoch time: 22.3142547607s, input_fired_time: 0.7452384830, output_fired_time: 0.0000000000, propagate_forward_time: 20.2785167694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2904987335
validation[          , genome 11117] predictions:    9868/  10000 (98.68%), best:    9870/10000 (98.70%), error:       431.17932, best error:       406.82669 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 290.4496459961s, input_fired_time: 7.2658925056, output_fired_time: 4.5852475166, propagate_forward_time: 106.4284210205, propagate_backward_time: 164.7778930664, weight_update_time: 0.3814953566, other_time: 7.3921966553
epoch time: 22.2372856140s, input_fired_time: 0.7437587380, output_fired_time: 0.0000000000, propagate_forward_time: 20.2174930573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2760334015
validation[          , genome 11117] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       422.61020, best error:       406.82669 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 280.9653625488s, input_fired_time: 7.0997285843, output_fired_time: 4.4560108185, propagate_forward_time: 102.7342529297, propagate_backward_time: 159.4868774414, weight_update_time: 0.3654495776, other_time: 7.1884765625
epoch time: 22.2223644257s, input_fired_time: 0.7465603352, output_fired_time: 0.0000000000, propagate_forward_time: 20.2045688629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2712345123
validation[          , genome 11117] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       433.61346, best error:       406.82669 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 279.4669189453s, input_fired_time: 7.1024708748, output_fired_time: 4.4347100258, propagate_forward_time: 102.2309265137, propagate_backward_time: 158.5422058105, weight_update_time: 0.3647477627, other_time: 7.1565856934
epoch time: 22.2127914429s, input_fired_time: 0.7365005612, output_fired_time: 0.0000000000, propagate_forward_time: 20.2114505768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2648410797
validation[          , genome 11117] predictions:    9862/  10000 (98.62%), best:    9870/10000 (98.70%), error:       463.97220, best error:       406.82669 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 277.5005187988s, input_fired_time: 7.0543713570, output_fired_time: 4.4074335098, propagate_forward_time: 101.0740585327, propagate_backward_time: 157.9004669189, weight_update_time: 0.3630387187, other_time: 7.0641632080
epoch time: 22.9990444183s, input_fired_time: 0.7576807141, output_fired_time: 0.0000000000, propagate_forward_time: 20.9508628845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2905006409
validation[          , genome 11117] predictions:    9873/  10000 (98.73%), best:    9870/10000 (98.70%), error:       418.54266, best error:       406.82669 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 286.8989562988s, input_fired_time: 7.2279663086, output_fired_time: 4.5406565666, propagate_forward_time: 105.1835861206, propagate_backward_time: 162.6356201172, weight_update_time: 0.3750439584, other_time: 7.3111267090
epoch time: 22.2981929779s, input_fired_time: 0.7553210855, output_fired_time: 0.0000000000, propagate_forward_time: 20.2656421661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2772293091
validation[          , genome 11117] predictions:    9866/  10000 (98.66%), best:    9870/10000 (98.70%), error:       433.38632, best error:       406.82669 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 278.0846252441s, input_fired_time: 7.0712909698, output_fired_time: 4.4078230858, propagate_forward_time: 101.4095611572, propagate_backward_time: 158.1001281738, weight_update_time: 0.3627559245, other_time: 7.0958099365
epoch time: 23.0363025665s, input_fired_time: 0.7599863410, output_fired_time: 0.0000000000, propagate_forward_time: 20.9653301239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3109855652
validation[          , genome 11117] predictions:    9866/  10000 (98.66%), best:    9870/10000 (98.70%), error:       427.20609, best error:       406.82669 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 274.1207885742s, input_fired_time: 7.0149722099, output_fired_time: 4.3584718704, propagate_forward_time: 99.9386062622, propagate_backward_time: 155.8405609131, weight_update_time: 0.3584543765, other_time: 6.9681854248
epoch time: 23.7722148895s, input_fired_time: 0.7768210173, output_fired_time: 0.0000000000, propagate_forward_time: 21.6867351532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3086585999
validation[          , genome 11117] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       410.91241, best error:       406.82669 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 280.4537353516s, input_fired_time: 7.1147637367, output_fired_time: 4.4524741173, propagate_forward_time: 102.4443664551, propagate_backward_time: 159.3142852783, weight_update_time: 0.3647607863, other_time: 7.1278228760
epoch time: 23.0606155396s, input_fired_time: 0.7697789073, output_fired_time: 0.0000000000, propagate_forward_time: 20.9704647064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3203716278
validation[          , genome 11117] predictions:    9859/  10000 (98.59%), best:    9870/10000 (98.70%), error:       460.59503, best error:       406.82669 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 282.3226318359s, input_fired_time: 7.1493206024, output_fired_time: 4.4689149857, propagate_forward_time: 103.2421417236, propagate_backward_time: 160.2945709229, weight_update_time: 0.3674209714, other_time: 7.1676940918
epoch time: 23.6412773132s, input_fired_time: 0.7742874026, output_fired_time: 0.0000000000, propagate_forward_time: 21.5545444489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3124446869
validation[          , genome 11117] predictions:    9844/  10000 (98.44%), best:    9870/10000 (98.70%), error:       500.81488, best error:       406.82669 on epoch:    80, 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: 114.6581878662s, input_fired_time: 3.9118471146, output_fired_time: 0.0000000000, propagate_forward_time: 104.0542221069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6921157837
best training[          , genome 11117] predictions:   49996/  50000 (99.99%), best:    9870/10000 (98.70%), error:       217.45273, best error:       406.82669 on epoch:    80, 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: 22.7684402466s, input_fired_time: 0.7523298860, output_fired_time: 0.0000000000, propagate_forward_time: 20.7112770081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3048324585
   testing[          , genome 11117] predictions:    9873/  10000 (98.73%), best:    9870/10000 (98.70%), error:       392.63599, best error:       406.82669 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:49:25 (26718): called boinc_finish(0)

</stderr_txt>
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