Nameexact_genome_1512568488_45_5429_1
Workunit2598396
Created7 Dec 2017, 14:47:32 UTC
Sent7 Dec 2017, 14:48:56 UTC
Report deadline17 Dec 2017, 13:59:11 UTC
Received7 Dec 2017, 23:17:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 44 min 1 sec
CPU time2 hours 43 min 55 sec
Validate stateValid
Credit2,491.36
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.98 MB
Peak swap size154.85 MB
Peak disk usage1.41 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 89.2281646729s, input_fired_time: 1.2939553261, output_fired_time: 0.8393818736, propagate_forward_time: 33.1223716736, propagate_backward_time: 51.7756500244, weight_update_time: 0.0932691544, other_time: 2.1968116760
epoch time: 7.2593836784s, input_fired_time: 0.1357883811, output_fired_time: 0.0000000000, propagate_forward_time: 6.7380919456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855032921
validation[          , genome  5429] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       863.85193, best error:       831.99384 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.0272979736s, input_fired_time: 1.2897204161, output_fired_time: 0.8395227194, propagate_forward_time: 33.1326332092, propagate_backward_time: 51.6284561157, weight_update_time: 0.0927608982, other_time: 2.1369667053
epoch time: 7.0919461250s, input_fired_time: 0.1306693852, output_fired_time: 0.0000000000, propagate_forward_time: 6.5904340744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708424568
validation[          , genome  5429] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       825.16443, best error:       825.16443 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.0026397705s, input_fired_time: 1.2947394848, output_fired_time: 0.8328475356, propagate_forward_time: 33.1393852234, propagate_backward_time: 51.6135292053, weight_update_time: 0.0928782076, other_time: 2.1221389771
epoch time: 7.0790085793s, input_fired_time: 0.1332847327, output_fired_time: 0.0000000000, propagate_forward_time: 6.5734643936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722596169
validation[          , genome  5429] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       765.42542, best error:       765.42542 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.4738159180s, input_fired_time: 1.2872862816, output_fired_time: 0.8234937787, propagate_forward_time: 32.9131813049, propagate_backward_time: 51.3494987488, weight_update_time: 0.0923344195, other_time: 2.1003570557
epoch time: 7.0735015869s, input_fired_time: 0.1309423000, output_fired_time: 0.0000000000, propagate_forward_time: 6.5749177933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676414490
validation[          , genome  5429] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       838.86597, best error:       765.42542 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.5378570557s, input_fired_time: 1.2797135115, output_fired_time: 0.8243577480, propagate_forward_time: 32.9018554688, propagate_backward_time: 51.4819221497, weight_update_time: 0.0911062956, other_time: 2.0500068665
epoch time: 7.3008017540s, input_fired_time: 0.1360515505, output_fired_time: 0.0000000000, propagate_forward_time: 6.7919816971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727684021
validation[          , genome  5429] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       837.73962, best error:       765.42542 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.6762390137s, input_fired_time: 1.2932511568, output_fired_time: 0.8420919180, propagate_forward_time: 33.4246139526, propagate_backward_time: 52.0462341309, weight_update_time: 0.0917675197, other_time: 2.0700454712
epoch time: 7.1327157021s, input_fired_time: 0.1347242445, output_fired_time: 0.0000000000, propagate_forward_time: 6.6328263283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651652336
validation[          , genome  5429] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       795.25562, best error:       765.42542 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.6333847046s, input_fired_time: 1.2923574448, output_fired_time: 0.8403109312, propagate_forward_time: 33.3702430725, propagate_backward_time: 52.0644950867, weight_update_time: 0.0919517055, other_time: 2.0659790039
epoch time: 7.1859474182s, input_fired_time: 0.1337902248, output_fired_time: 0.0000000000, propagate_forward_time: 6.6851983070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669590950
validation[          , genome  5429] predictions:    9778/  10000 (97.78%), best:    9764/10000 (97.64%), error:       768.63556, best error:       765.42542 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.6985473633s, input_fired_time: 1.2885853052, output_fired_time: 0.8427118063, propagate_forward_time: 33.3984298706, propagate_backward_time: 52.1051521301, weight_update_time: 0.0921156108, other_time: 2.0636711121
epoch time: 7.1304512024s, input_fired_time: 0.1356942505, output_fired_time: 0.0000000000, propagate_forward_time: 6.6273694038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673877716
validation[          , genome  5429] predictions:    9658/  10000 (96.58%), best:    9764/10000 (97.64%), error:      1093.45203, best error:       765.42542 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.4025344849s, input_fired_time: 1.2949447632, output_fired_time: 0.8375570178, propagate_forward_time: 33.2669487000, propagate_backward_time: 51.9394874573, weight_update_time: 0.0921088457, other_time: 2.0635986328
epoch time: 7.0846123695s, input_fired_time: 0.1343068928, output_fired_time: 0.0000000000, propagate_forward_time: 6.5828270912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674783707
validation[          , genome  5429] predictions:    9763/  10000 (97.63%), best:    9764/10000 (97.64%), error:       785.28259, best error:       765.42542 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 88.6196136475s, input_fired_time: 1.2966605425, output_fired_time: 0.8273662925, propagate_forward_time: 32.9667625427, propagate_backward_time: 51.4496688843, weight_update_time: 0.0913849175, other_time: 2.0791511536
epoch time: 7.1086077690s, input_fired_time: 0.1351842284, output_fired_time: 0.0000000000, propagate_forward_time: 6.6050925255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683309555
validation[          , genome  5429] predictions:    9767/  10000 (97.67%), best:    9764/10000 (97.64%), error:       794.99103, best error:       765.42542 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.7802963257s, input_fired_time: 1.2948607206, output_fired_time: 0.8305794597, propagate_forward_time: 33.0261917114, propagate_backward_time: 51.5592498779, weight_update_time: 0.0915203243, other_time: 2.0694122314
epoch time: 7.0703740120s, input_fired_time: 0.1343536824, output_fired_time: 0.0000000000, propagate_forward_time: 6.5692934990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667268753
validation[          , genome  5429] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       771.96997, best error:       765.42542 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.3568725586s, input_fired_time: 1.3009492159, output_fired_time: 0.8406862020, propagate_forward_time: 33.2714996338, propagate_backward_time: 51.8540878296, weight_update_time: 0.0924127996, other_time: 2.0896530151
epoch time: 7.1332468987s, input_fired_time: 0.1346064061, output_fired_time: 0.0000000000, propagate_forward_time: 6.6279306412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707098961
validation[          , genome  5429] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       699.70386, best error:       699.70386 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.6187438965s, input_fired_time: 1.2963910103, output_fired_time: 0.8294706345, propagate_forward_time: 32.9987945557, propagate_backward_time: 51.3916015625, weight_update_time: 0.0919416919, other_time: 2.1024856567
epoch time: 7.0715889931s, input_fired_time: 0.1342421621, output_fired_time: 0.0000000000, propagate_forward_time: 6.5681753159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691716194
validation[          , genome  5429] predictions:    9752/  10000 (97.52%), best:    9791/10000 (97.91%), error:       829.26508, best error:       699.70386 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.3065261841s, input_fired_time: 1.2909337282, output_fired_time: 0.8348789811, propagate_forward_time: 32.8567543030, propagate_backward_time: 51.2264099121, weight_update_time: 0.0916541815, other_time: 2.0975532532
epoch time: 7.0763468742s, input_fired_time: 0.1342397481, output_fired_time: 0.0000000000, propagate_forward_time: 6.5711374283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709697723
validation[          , genome  5429] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       768.38666, best error:       699.70386 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.3870697021s, input_fired_time: 1.2988514900, output_fired_time: 0.8265540600, propagate_forward_time: 32.8902435303, propagate_backward_time: 51.2597656250, weight_update_time: 0.0920165777, other_time: 2.1116561890
epoch time: 7.0821232796s, input_fired_time: 0.1370525658, output_fired_time: 0.0000000000, propagate_forward_time: 6.5720052719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730654716
validation[          , genome  5429] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       755.06091, best error:       699.70386 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.2429275513s, input_fired_time: 1.3011109829, output_fired_time: 0.8194009066, propagate_forward_time: 32.8390197754, propagate_backward_time: 51.1908721924, weight_update_time: 0.0916562602, other_time: 2.0925216675
epoch time: 7.0793046951s, input_fired_time: 0.1375834048, output_fired_time: 0.0000000000, propagate_forward_time: 6.5705342293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711872101
validation[          , genome  5429] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       806.61908, best error:       699.70386 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.2706298828s, input_fired_time: 1.3074470758, output_fired_time: 0.8209254146, propagate_forward_time: 32.8389167786, propagate_backward_time: 51.1980247498, weight_update_time: 0.0918809101, other_time: 2.1053161621
epoch time: 7.0815787315s, input_fired_time: 0.1373938471, output_fired_time: 0.0000000000, propagate_forward_time: 6.5726881027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714966774
validation[          , genome  5429] predictions:    9766/  10000 (97.66%), best:    9791/10000 (97.91%), error:       779.08411, best error:       699.70386 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.2677459717s, input_fired_time: 1.3091901541, output_fired_time: 0.8204387426, propagate_forward_time: 32.8381729126, propagate_backward_time: 51.1955337524, weight_update_time: 0.0918802693, other_time: 2.1044082642
epoch time: 7.0789279938s, input_fired_time: 0.1352203637, output_fired_time: 0.0000000000, propagate_forward_time: 6.5725545883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711528778
validation[          , genome  5429] predictions:    9750/  10000 (97.50%), best:    9791/10000 (97.91%), error:       800.68689, best error:       699.70386 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.3639068604s, input_fired_time: 1.3090898991, output_fired_time: 0.8248809576, propagate_forward_time: 32.8919296265, propagate_backward_time: 51.2313346863, weight_update_time: 0.0919654295, other_time: 2.1066703796
epoch time: 7.0974240303s, input_fired_time: 0.1385010481, output_fired_time: 0.0000000000, propagate_forward_time: 6.5862741470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726487160
validation[          , genome  5429] predictions:    9703/  10000 (97.03%), best:    9791/10000 (97.91%), error:       935.48187, best error:       699.70386 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.3593292236s, input_fired_time: 1.3110494614, output_fired_time: 0.8240525723, propagate_forward_time: 32.8553161621, propagate_backward_time: 51.2651596069, weight_update_time: 0.0919077247, other_time: 2.1037521362
epoch time: 7.0792832375s, input_fired_time: 0.1369170398, output_fired_time: 0.0000000000, propagate_forward_time: 6.5722446442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701214790
validation[          , genome  5429] predictions:    9743/  10000 (97.43%), best:    9791/10000 (97.91%), error:       855.64685, best error:       699.70386 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.5508117676s, input_fired_time: 1.3138395548, output_fired_time: 0.8323981166, propagate_forward_time: 32.8552246094, propagate_backward_time: 51.4382324219, weight_update_time: 0.0919443890, other_time: 2.1111145020
epoch time: 7.0991373062s, input_fired_time: 0.1378353089, output_fired_time: 0.0000000000, propagate_forward_time: 6.5886497498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726520538
validation[          , genome  5429] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       774.07239, best error:       699.70386 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 88.5625610352s, input_fired_time: 1.3162330389, output_fired_time: 0.8269149661, propagate_forward_time: 32.9387054443, propagate_backward_time: 51.3695106506, weight_update_time: 0.0923362374, other_time: 2.1112022400
epoch time: 7.0793099403s, input_fired_time: 0.1379946023, output_fired_time: 0.0000000000, propagate_forward_time: 6.5709142685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704009056
validation[          , genome  5429] predictions:    9761/  10000 (97.61%), best:    9791/10000 (97.91%), error:       878.15820, best error:       699.70386 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.8879013062s, input_fired_time: 1.3229665756, output_fired_time: 0.8290714025, propagate_forward_time: 33.0901031494, propagate_backward_time: 51.5168876648, weight_update_time: 0.0938760936, other_time: 2.1288719177
epoch time: 7.0879030228s, input_fired_time: 0.1400936991, output_fired_time: 0.0000000000, propagate_forward_time: 6.5756950378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721141815
validation[          , genome  5429] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       709.44904, best error:       699.70386 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.1058425903s, input_fired_time: 1.3451179266, output_fired_time: 0.8324827552, propagate_forward_time: 33.1514816284, propagate_backward_time: 51.5455780029, weight_update_time: 0.0979218856, other_time: 2.2311859131
epoch time: 7.0863485336s, input_fired_time: 0.1382506192, output_fired_time: 0.0000000000, propagate_forward_time: 6.5746865273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734111786
validation[          , genome  5429] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       829.14807, best error:       699.70386 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.4035491943s, input_fired_time: 1.3192300797, output_fired_time: 0.8309296370, propagate_forward_time: 32.8987541199, propagate_backward_time: 51.2347717285, weight_update_time: 0.0920001045, other_time: 2.1198616028
epoch time: 7.1242923737s, input_fired_time: 0.1396738291, output_fired_time: 0.0000000000, propagate_forward_time: 6.6113843918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732342720
validation[          , genome  5429] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       708.81995, best error:       699.70386 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.3433914185s, input_fired_time: 1.3174968958, output_fired_time: 0.8220094442, propagate_forward_time: 32.8858070374, propagate_backward_time: 51.2034416199, weight_update_time: 0.0921544135, other_time: 2.1146392822
epoch time: 7.1619849205s, input_fired_time: 0.1415376812, output_fired_time: 0.0000000000, propagate_forward_time: 6.6441822052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762650490
validation[          , genome  5429] predictions:    9789/  10000 (97.89%), best:    9791/10000 (97.91%), error:       716.55951, best error:       699.70386 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.7906570435s, input_fired_time: 1.3203983307, output_fired_time: 0.8398838043, propagate_forward_time: 33.0668640137, propagate_backward_time: 51.4385528564, weight_update_time: 0.0924563929, other_time: 2.1249618530
epoch time: 7.1837954521s, input_fired_time: 0.1402311474, output_fired_time: 0.0000000000, propagate_forward_time: 6.6652307510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783335686
validation[          , genome  5429] predictions:    9765/  10000 (97.65%), best:    9791/10000 (97.91%), error:       813.87219, best error:       699.70386 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.1253433228s, input_fired_time: 1.3186552525, output_fired_time: 0.8425686955, propagate_forward_time: 33.1406288147, propagate_backward_time: 51.6978263855, weight_update_time: 0.0926913023, other_time: 2.1256637573
epoch time: 7.0835523605s, input_fired_time: 0.1392956972, output_fired_time: 0.0000000000, propagate_forward_time: 6.5740714073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701853752
validation[          , genome  5429] predictions:    9709/  10000 (97.09%), best:    9791/10000 (97.91%), error:       897.76373, best error:       699.70386 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.4896316528s, input_fired_time: 1.3147745132, output_fired_time: 0.8445360661, propagate_forward_time: 33.3299789429, propagate_backward_time: 51.8762817383, weight_update_time: 0.0929773897, other_time: 2.1240615845
epoch time: 7.6054449081s, input_fired_time: 0.1446081251, output_fired_time: 0.0000000000, propagate_forward_time: 7.0682225227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926143646
validation[          , genome  5429] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       856.36963, best error:       699.70386 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.5246658325s, input_fired_time: 1.3300820589, output_fired_time: 0.8382372856, propagate_forward_time: 33.2861518860, propagate_backward_time: 51.9216918945, weight_update_time: 0.0943002999, other_time: 2.1485023499
epoch time: 7.0802831650s, input_fired_time: 0.1391679198, output_fired_time: 0.0000000000, propagate_forward_time: 6.5709481239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701672554
validation[          , genome  5429] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       696.50616, best error:       696.50616 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.6987075806s, input_fired_time: 1.3215254545, output_fired_time: 0.8392127156, propagate_forward_time: 33.0043182373, propagate_backward_time: 51.4312973022, weight_update_time: 0.0920391679, other_time: 2.1023559570
epoch time: 7.2229223251s, input_fired_time: 0.1428815573, output_fired_time: 0.0000000000, propagate_forward_time: 6.7045960426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754448891
validation[          , genome  5429] predictions:    9783/  10000 (97.83%), best:    9791/10000 (97.91%), error:       756.22559, best error:       696.50616 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 89.2581176758s, input_fired_time: 1.3284088373, output_fired_time: 0.8379532099, propagate_forward_time: 33.1906509399, propagate_backward_time: 51.8022079468, weight_update_time: 0.0922745615, other_time: 2.0988998413
epoch time: 7.0805234909s, input_fired_time: 0.1396974623, output_fired_time: 0.0000000000, propagate_forward_time: 6.5711932182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696327209
validation[          , genome  5429] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       822.43262, best error:       696.50616 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.5098266602s, input_fired_time: 1.3239657879, output_fired_time: 0.8263702393, propagate_forward_time: 32.8654060364, propagate_backward_time: 51.4002456665, weight_update_time: 0.0916181654, other_time: 2.0938377380
epoch time: 7.0852875710s, input_fired_time: 0.1422573328, output_fired_time: 0.0000000000, propagate_forward_time: 6.5728445053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701858521
validation[          , genome  5429] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       755.55457, best error:       696.50616 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 88.5927581787s, input_fired_time: 1.3290386200, output_fired_time: 0.8354094028, propagate_forward_time: 32.9092712402, propagate_backward_time: 51.4142379761, weight_update_time: 0.0918145254, other_time: 2.1047973633
epoch time: 7.0858669281s, input_fired_time: 0.1392267793, output_fired_time: 0.0000000000, propagate_forward_time: 6.5735168457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731231689
validation[          , genome  5429] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       751.01508, best error:       696.50616 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.2366180420s, input_fired_time: 1.3373042345, output_fired_time: 0.8415232301, propagate_forward_time: 33.2161026001, propagate_backward_time: 51.7151794434, weight_update_time: 0.0923975483, other_time: 2.1265106201
epoch time: 7.0902051926s, input_fired_time: 0.1407507062, output_fired_time: 0.0000000000, propagate_forward_time: 6.5780262947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714280128
validation[          , genome  5429] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       675.29022, best error:       675.29022 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.2652359009s, input_fired_time: 1.3432090282, output_fired_time: 0.8312855363, propagate_forward_time: 33.2536621094, propagate_backward_time: 51.7180595398, weight_update_time: 0.0929017216, other_time: 2.1190223694
epoch time: 7.1456322670s, input_fired_time: 0.1415509135, output_fired_time: 0.0000000000, propagate_forward_time: 6.6328673363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712139130
validation[          , genome  5429] predictions:    9783/  10000 (97.83%), best:    9798/10000 (97.98%), error:       730.55750, best error:       675.29022 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.3738098145s, input_fired_time: 1.3495211601, output_fired_time: 0.8475579619, propagate_forward_time: 33.6404228210, propagate_backward_time: 52.3961791992, weight_update_time: 0.0942801386, other_time: 2.1401329041
epoch time: 7.2049317360s, input_fired_time: 0.1432753205, output_fired_time: 0.0000000000, propagate_forward_time: 6.6840906143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775658607
validation[          , genome  5429] predictions:    9710/  10000 (97.10%), best:    9798/10000 (97.98%), error:       914.45789, best error:       675.29022 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.9539718628s, input_fired_time: 1.3505423069, output_fired_time: 0.8390797973, propagate_forward_time: 33.5319213867, propagate_backward_time: 52.0678482056, weight_update_time: 0.0957399160, other_time: 2.1645812988
epoch time: 7.0980105400s, input_fired_time: 0.1397447288, output_fired_time: 0.0000000000, propagate_forward_time: 6.5882821083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699836731
validation[          , genome  5429] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       770.13428, best error:       675.29022 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 89.8141326904s, input_fired_time: 1.3499089479, output_fired_time: 0.8399095535, propagate_forward_time: 33.4694442749, propagate_backward_time: 52.0046958923, weight_update_time: 0.0950571075, other_time: 2.1501731873
epoch time: 7.1117053032s, input_fired_time: 0.1501153708, output_fired_time: 0.0000000000, propagate_forward_time: 6.5759620667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856277466
validation[          , genome  5429] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       710.48175, best error:       675.29022 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.2927398682s, input_fired_time: 1.3669060469, output_fired_time: 0.8398414850, propagate_forward_time: 33.5204315186, propagate_backward_time: 52.3481788635, weight_update_time: 0.0969739407, other_time: 2.2173805237
epoch time: 7.6199865341s, input_fired_time: 0.1560661346, output_fired_time: 0.0000000000, propagate_forward_time: 7.0542063713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097142220
validation[          , genome  5429] predictions:    9753/  10000 (97.53%), best:    9798/10000 (97.98%), error:       869.89325, best error:       675.29022 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 93.8992385864s, input_fired_time: 1.3867249489, output_fired_time: 0.8786528111, propagate_forward_time: 34.9507064819, propagate_backward_time: 54.4527435303, weight_update_time: 0.0974707007, other_time: 2.2304077148
epoch time: 7.0922031403s, input_fired_time: 0.1429266334, output_fired_time: 0.0000000000, propagate_forward_time: 6.5753941536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738822937
validation[          , genome  5429] predictions:    9765/  10000 (97.65%), best:    9798/10000 (97.98%), error:       747.31799, best error:       675.29022 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.9773406982s, input_fired_time: 1.3587272167, output_fired_time: 0.8481858969, propagate_forward_time: 33.8852043152, propagate_backward_time: 52.7353515625, weight_update_time: 0.0945060849, other_time: 2.1498756409
epoch time: 7.0979595184s, input_fired_time: 0.1429986209, output_fired_time: 0.0000000000, propagate_forward_time: 6.5829367638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720240593
validation[          , genome  5429] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       790.76062, best error:       675.29022 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.8331832886s, input_fired_time: 1.3571460247, output_fired_time: 0.8392925262, propagate_forward_time: 33.4480285645, propagate_backward_time: 52.0682411194, weight_update_time: 0.0931640416, other_time: 2.1204719543
epoch time: 7.3512845039s, input_fired_time: 0.1466528177, output_fired_time: 0.0000000000, propagate_forward_time: 6.8242526054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803792000
validation[          , genome  5429] predictions:    9746/  10000 (97.46%), best:    9798/10000 (97.98%), error:       837.09570, best error:       675.29022 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.0745239258s, input_fired_time: 1.3410725594, output_fired_time: 0.8429325223, propagate_forward_time: 33.6033134460, propagate_backward_time: 52.1728668213, weight_update_time: 0.0938314497, other_time: 2.1143379211
epoch time: 7.2424817085s, input_fired_time: 0.1407871991, output_fired_time: 0.0000000000, propagate_forward_time: 6.7264685631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752260208
validation[          , genome  5429] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       801.98981, best error:       675.29022 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.4428329468s, input_fired_time: 1.3321777582, output_fired_time: 0.8365519643, propagate_forward_time: 33.2635993958, propagate_backward_time: 51.9112091064, weight_update_time: 0.0928402171, other_time: 2.0992927551
epoch time: 7.0854496956s, input_fired_time: 0.1410857737, output_fired_time: 0.0000000000, propagate_forward_time: 6.5749549866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694090843
validation[          , genome  5429] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       774.24890, best error:       675.29022 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.0868148804s, input_fired_time: 1.3293462992, output_fired_time: 0.8383662105, propagate_forward_time: 33.1520767212, propagate_backward_time: 51.6730232239, weight_update_time: 0.0925869122, other_time: 2.0940055847
epoch time: 7.1138238907s, input_fired_time: 0.1445721835, output_fired_time: 0.0000000000, propagate_forward_time: 6.5977072716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715443611
validation[          , genome  5429] predictions:    9783/  10000 (97.83%), best:    9798/10000 (97.98%), error:       739.21442, best error:       675.29022 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.1291656494s, input_fired_time: 1.3570809364, output_fired_time: 0.8480533361, propagate_forward_time: 33.5814514160, propagate_backward_time: 52.2123107910, weight_update_time: 0.0935897753, other_time: 2.1302719116
epoch time: 7.2686262131s, input_fired_time: 0.1431767344, output_fired_time: 0.0000000000, propagate_forward_time: 6.7456045151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798451424
validation[          , genome  5429] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       766.60364, best error:       675.29022 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 89.9441909790s, input_fired_time: 1.3507775068, output_fired_time: 0.8496601582, propagate_forward_time: 33.4430541992, propagate_backward_time: 52.1666831970, weight_update_time: 0.0934228450, other_time: 2.1340141296
epoch time: 7.4369025230s, input_fired_time: 0.1462793648, output_fired_time: 0.0000000000, propagate_forward_time: 6.9058828354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847403526
validation[          , genome  5429] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       767.22803, best error:       675.29022 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.5621643066s, input_fired_time: 1.3541033268, output_fired_time: 0.8485578895, propagate_forward_time: 33.7282485962, propagate_backward_time: 52.5088310242, weight_update_time: 0.0936443359, other_time: 2.1224250793
epoch time: 7.1292967796s, input_fired_time: 0.1439693421, output_fired_time: 0.0000000000, propagate_forward_time: 6.6124992371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728280067
validation[          , genome  5429] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       793.63971, best error:       675.29022 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 90.3652801514s, input_fired_time: 1.3613473177, output_fired_time: 0.8487293720, propagate_forward_time: 33.6883544922, propagate_backward_time: 52.3445358276, weight_update_time: 0.0936873630, other_time: 2.1223068237
epoch time: 7.3260755539s, input_fired_time: 0.1487671584, output_fired_time: 0.0000000000, propagate_forward_time: 6.7985177040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787908554
validation[          , genome  5429] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       777.67181, best error:       675.29022 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.8949279785s, input_fired_time: 1.3460339308, output_fired_time: 0.8408688903, propagate_forward_time: 33.5807914734, propagate_backward_time: 52.0234756470, weight_update_time: 0.0929706022, other_time: 2.1037635803
epoch time: 7.4370145798s, input_fired_time: 0.1442955881, output_fired_time: 0.0000000000, propagate_forward_time: 6.9107389450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819799423
validation[          , genome  5429] predictions:    9713/  10000 (97.13%), best:    9798/10000 (97.98%), error:       893.91614, best error:       675.29022 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.2787704468s, input_fired_time: 1.3463582993, output_fired_time: 0.8347486854, propagate_forward_time: 33.2815551758, propagate_backward_time: 51.7207946777, weight_update_time: 0.0925586373, other_time: 2.0953140259
epoch time: 7.3128776550s, input_fired_time: 0.1449199319, output_fired_time: 0.0000000000, propagate_forward_time: 6.7916913033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762664795
validation[          , genome  5429] predictions:    9794/  10000 (97.94%), best:    9798/10000 (97.98%), error:       722.84906, best error:       675.29022 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 89.5275344849s, input_fired_time: 1.3430310488, output_fired_time: 0.8399622440, propagate_forward_time: 33.3908042908, propagate_backward_time: 51.8524360657, weight_update_time: 0.0925300047, other_time: 2.1012954712
epoch time: 7.0898551941s, input_fired_time: 0.1446886510, output_fired_time: 0.0000000000, propagate_forward_time: 6.5742664337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709001541
validation[          , genome  5429] predictions:    9762/  10000 (97.62%), best:    9798/10000 (97.98%), error:       786.87671, best error:       675.29022 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.8967437744s, input_fired_time: 1.3624999523, output_fired_time: 0.8582100272, propagate_forward_time: 33.7621116638, propagate_backward_time: 52.7803878784, weight_update_time: 0.0935449973, other_time: 2.1335334778
epoch time: 7.5226650238s, input_fired_time: 0.1499991566, output_fired_time: 0.0000000000, propagate_forward_time: 6.9855847359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870811462
validation[          , genome  5429] predictions:    9754/  10000 (97.54%), best:    9798/10000 (97.98%), error:       787.90802, best error:       675.29022 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.9011459351s, input_fired_time: 1.3626528978, output_fired_time: 0.8568096161, propagate_forward_time: 33.8365097046, propagate_backward_time: 52.7148704529, weight_update_time: 0.0937151313, other_time: 2.1302986145
epoch time: 7.3131036758s, input_fired_time: 0.1484412849, output_fired_time: 0.0000000000, propagate_forward_time: 6.7778239250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868384361
validation[          , genome  5429] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       813.75000, best error:       675.29022 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.8550872803s, input_fired_time: 1.3756599426, output_fired_time: 0.8437834978, propagate_forward_time: 33.8077430725, propagate_backward_time: 52.6609115601, weight_update_time: 0.0943190902, other_time: 2.1669960022
epoch time: 7.2374258041s, input_fired_time: 0.1477977633, output_fired_time: 0.0000000000, propagate_forward_time: 6.7128052711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768229485
validation[          , genome  5429] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       767.19672, best error:       675.29022 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.0344009399s, input_fired_time: 1.3737919331, output_fired_time: 0.8465702534, propagate_forward_time: 33.8794898987, propagate_backward_time: 52.7603149414, weight_update_time: 0.0941812173, other_time: 2.1742286682
epoch time: 7.3404812813s, input_fired_time: 0.1489919573, output_fired_time: 0.0000000000, propagate_forward_time: 6.8086385727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828506470
validation[          , genome  5429] predictions:    9800/  10000 (98.00%), best:    9798/10000 (97.98%), error:       687.18652, best error:       675.29022 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.1727752686s, input_fired_time: 1.3765836954, output_fired_time: 0.8391342759, propagate_forward_time: 33.4969291687, propagate_backward_time: 52.3112373352, weight_update_time: 0.0927380100, other_time: 2.1488876343
epoch time: 7.1907916069s, input_fired_time: 0.1458122432, output_fired_time: 0.0000000000, propagate_forward_time: 6.6694102287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755693436
validation[          , genome  5429] predictions:    9750/  10000 (97.50%), best:    9798/10000 (97.98%), error:       842.54016, best error:       675.29022 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.3654251099s, input_fired_time: 1.3775062561, output_fired_time: 0.8386368155, propagate_forward_time: 33.5980720520, propagate_backward_time: 52.3922348022, weight_update_time: 0.0935844779, other_time: 2.1589698792
epoch time: 7.1721506119s, input_fired_time: 0.1471117735, output_fired_time: 0.0000000000, propagate_forward_time: 6.6483602524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766784668
validation[          , genome  5429] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       776.89301, best error:       675.29022 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.0639419556s, input_fired_time: 1.3888583183, output_fired_time: 0.8507161140, propagate_forward_time: 34.3047828674, propagate_backward_time: 53.3439102173, weight_update_time: 0.0954487324, other_time: 2.1756782532
epoch time: 7.3039431572s, input_fired_time: 0.1458615959, output_fired_time: 0.0000000000, propagate_forward_time: 6.7757654190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823161125
validation[          , genome  5429] predictions:    9759/  10000 (97.59%), best:    9798/10000 (97.98%), error:       769.29047, best error:       675.29022 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.8781127930s, input_fired_time: 1.3670519590, output_fired_time: 0.8506861925, propagate_forward_time: 33.7556610107, propagate_backward_time: 52.7528800964, weight_update_time: 0.0935886577, other_time: 2.1518363953
epoch time: 7.4637532234s, input_fired_time: 0.1503517628, output_fired_time: 0.0000000000, propagate_forward_time: 6.9270124435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863887787
validation[          , genome  5429] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       802.54199, best error:       675.29022 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.4854736328s, input_fired_time: 1.3865040541, output_fired_time: 0.8467165828, propagate_forward_time: 34.0023536682, propagate_backward_time: 53.0595626831, weight_update_time: 0.0948168635, other_time: 2.1903343201
epoch time: 7.6782145500s, input_fired_time: 0.1520452052, output_fired_time: 0.0000000000, propagate_forward_time: 7.1287045479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974647522
validation[          , genome  5429] predictions:    9717/  10000 (97.17%), best:    9798/10000 (97.98%), error:       903.87207, best error:       675.29022 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.4336700439s, input_fired_time: 1.3859682083, output_fired_time: 0.8502959013, propagate_forward_time: 34.0263748169, propagate_backward_time: 52.9169769287, weight_update_time: 0.0993662402, other_time: 2.2540512085
epoch time: 7.3014616966s, input_fired_time: 0.1472653151, output_fired_time: 0.0000000000, propagate_forward_time: 6.7719902992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822059631
validation[          , genome  5429] predictions:    9795/  10000 (97.95%), best:    9798/10000 (97.98%), error:       703.98395, best error:       675.29022 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 89.5442962646s, input_fired_time: 1.3568720818, output_fired_time: 0.8331466913, propagate_forward_time: 33.2545623779, propagate_backward_time: 51.9446144104, weight_update_time: 0.0946931094, other_time: 2.1551017761
epoch time: 7.0879778862s, input_fired_time: 0.1464813650, output_fired_time: 0.0000000000, propagate_forward_time: 6.5703206062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711757660
validation[          , genome  5429] predictions:    9701/  10000 (97.01%), best:    9798/10000 (97.98%), error:       925.94501, best error:       675.29022 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.3727340698s, input_fired_time: 1.3444542885, output_fired_time: 0.8213992715, propagate_forward_time: 32.8610992432, propagate_backward_time: 51.2541885376, weight_update_time: 0.0919960439, other_time: 2.0915985107
epoch time: 7.0851058960s, input_fired_time: 0.1445289254, output_fired_time: 0.0000000000, propagate_forward_time: 6.5705990791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699779510
validation[          , genome  5429] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       751.89874, best error:       675.29022 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.5438003540s, input_fired_time: 1.3880085945, output_fired_time: 0.8406631947, propagate_forward_time: 33.6715164185, propagate_backward_time: 52.4263420105, weight_update_time: 0.0975206494, other_time: 2.2172737122
epoch time: 7.0941376686s, input_fired_time: 0.1480427235, output_fired_time: 0.0000000000, propagate_forward_time: 6.5717005730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743944168
validation[          , genome  5429] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       732.57629, best error:       675.29022 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.4385604858s, input_fired_time: 1.3498277664, output_fired_time: 0.8238701820, propagate_forward_time: 32.8819961548, propagate_backward_time: 51.2788429260, weight_update_time: 0.0918973610, other_time: 2.1040229797
epoch time: 7.1135406494s, input_fired_time: 0.1463063359, output_fired_time: 0.0000000000, propagate_forward_time: 6.5913290977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759050369
validation[          , genome  5429] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       882.81976, best error:       675.29022 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.9783477783s, input_fired_time: 1.3590735197, output_fired_time: 0.8355778456, propagate_forward_time: 33.1164817810, propagate_backward_time: 51.5526504517, weight_update_time: 0.0922161341, other_time: 2.1145668030
epoch time: 7.2212166786s, input_fired_time: 0.1482053846, output_fired_time: 0.0000000000, propagate_forward_time: 6.6945443153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784670830
validation[          , genome  5429] predictions:    9749/  10000 (97.49%), best:    9798/10000 (97.98%), error:       816.44312, best error:       675.29022 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.5549163818s, input_fired_time: 1.3574610949, output_fired_time: 0.8266007900, propagate_forward_time: 32.9449653625, propagate_backward_time: 51.3101768494, weight_update_time: 0.0919499323, other_time: 2.1157150269
epoch time: 7.0917959213s, input_fired_time: 0.1474224776, output_fired_time: 0.0000000000, propagate_forward_time: 6.5727391243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716344833
validation[          , genome  5429] predictions:    9747/  10000 (97.47%), best:    9798/10000 (97.98%), error:       817.30762, best error:       675.29022 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.3337249756s, input_fired_time: 1.3541452885, output_fired_time: 0.8201981187, propagate_forward_time: 32.8767127991, propagate_backward_time: 51.1954116821, weight_update_time: 0.0916979983, other_time: 2.0872535706
epoch time: 7.0885767937s, input_fired_time: 0.1486723572, output_fired_time: 0.0000000000, propagate_forward_time: 6.5705785751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693256378
validation[          , genome  5429] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       785.49847, best error:       675.29022 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.1811065674s, input_fired_time: 1.3480836153, output_fired_time: 0.8182214499, propagate_forward_time: 32.8176078796, propagate_backward_time: 51.1267318726, weight_update_time: 0.0912871361, other_time: 2.0704612732
epoch time: 7.0815386772s, input_fired_time: 0.1452511698, output_fired_time: 0.0000000000, propagate_forward_time: 6.5668115616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694758415
validation[          , genome  5429] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       719.22864, best error:       675.29022 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.4320144653s, input_fired_time: 1.3454872370, output_fired_time: 0.8305459023, propagate_forward_time: 32.9223365784, propagate_backward_time: 51.2600326538, weight_update_time: 0.0913584456, other_time: 2.0736122131
epoch time: 7.0848197937s, input_fired_time: 0.1448348612, output_fired_time: 0.0000000000, propagate_forward_time: 6.5710325241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689522743
validation[          , genome  5429] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       678.95099, best error:       675.29022 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.3678436279s, input_fired_time: 1.3473092318, output_fired_time: 0.8332181573, propagate_forward_time: 32.8986282349, propagate_backward_time: 51.2193832397, weight_update_time: 0.0913119316, other_time: 2.0692977905
epoch time: 7.0807566643s, input_fired_time: 0.1449207962, output_fired_time: 0.0000000000, propagate_forward_time: 6.5672478676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685879707
validation[          , genome  5429] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       754.85760, best error:       675.29022 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.4197845459s, input_fired_time: 1.3504405022, output_fired_time: 0.8338644505, propagate_forward_time: 32.9452056885, propagate_backward_time: 51.2117118835, weight_update_time: 0.0914612934, other_time: 2.0785636902
epoch time: 7.0873293877s, input_fired_time: 0.1457596719, output_fired_time: 0.0000000000, propagate_forward_time: 6.5675859451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739838600
validation[          , genome  5429] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       748.81293, best error:       675.29022 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.4144973755s, input_fired_time: 1.3555369377, output_fired_time: 0.8297422528, propagate_forward_time: 32.8973808289, propagate_backward_time: 51.2298240662, weight_update_time: 0.0916659012, other_time: 2.1020126343
epoch time: 7.0929989815s, input_fired_time: 0.1475946903, output_fired_time: 0.0000000000, propagate_forward_time: 6.5752854347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701186180
validation[          , genome  5429] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       880.44171, best error:       675.29022 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.6928863525s, input_fired_time: 1.3547362089, output_fired_time: 0.8380220532, propagate_forward_time: 32.9577484131, propagate_backward_time: 51.4356384277, weight_update_time: 0.0916223973, other_time: 2.1067428589
epoch time: 7.1634459496s, input_fired_time: 0.1483128667, output_fired_time: 0.0000000000, propagate_forward_time: 6.6421351433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729977608
validation[          , genome  5429] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       882.07874, best error:       675.29022 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.8423843384s, input_fired_time: 1.3775678873, output_fired_time: 0.8354336023, propagate_forward_time: 33.4459228516, propagate_backward_time: 52.0356483459, weight_update_time: 0.0947069004, other_time: 2.1478080750
epoch time: 7.4788155556s, input_fired_time: 0.1556516290, output_fired_time: 0.0000000000, propagate_forward_time: 6.9342045784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889594078
validation[          , genome  5429] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       675.38586, best error:       675.29022 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 89.5438613892s, input_fired_time: 1.3950417042, output_fired_time: 0.8362054229, propagate_forward_time: 33.2712860107, propagate_backward_time: 51.7997245789, weight_update_time: 0.0988584980, other_time: 2.2416038513
epoch time: 7.8224620819s, input_fired_time: 0.1561324596, output_fired_time: 0.0000000000, propagate_forward_time: 7.2602214813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061079025
validation[          , genome  5429] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       774.59564, best error:       675.29022 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.5421981812s, input_fired_time: 1.3935599327, output_fired_time: 0.8406898379, propagate_forward_time: 33.6827774048, propagate_backward_time: 52.4225311279, weight_update_time: 0.0969503969, other_time: 2.2026367188
epoch time: 7.1814594269s, input_fired_time: 0.1495010853, output_fired_time: 0.0000000000, propagate_forward_time: 6.6524419785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795166016
validation[          , genome  5429] predictions:    9754/  10000 (97.54%), best:    9798/10000 (97.98%), error:       795.66125, best error:       675.29022 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.5165481567s, input_fired_time: 1.3772704601, output_fired_time: 0.8301693201, propagate_forward_time: 33.3197784424, propagate_backward_time: 51.8632774353, weight_update_time: 0.0929173008, other_time: 2.1260490417
epoch time: 7.3012514114s, input_fired_time: 0.1558179259, output_fired_time: 0.0000000000, propagate_forward_time: 6.7464265823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990068436
validation[          , genome  5429] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       744.71503, best error:       675.29022 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.5380325317s, input_fired_time: 1.4283206463, output_fired_time: 0.8502205610, propagate_forward_time: 33.9999122620, propagate_backward_time: 52.9422760010, weight_update_time: 0.1032516733, other_time: 2.3173027039
epoch time: 7.3496985435s, input_fired_time: 0.1611916125, output_fired_time: 0.0000000000, propagate_forward_time: 6.7813529968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071540833
validation[          , genome  5429] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       787.31927, best error:       675.29022 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.2360458374s, input_fired_time: 1.4203833342, output_fired_time: 0.8395420909, propagate_forward_time: 33.4847679138, propagate_backward_time: 52.1811828613, weight_update_time: 0.1017953679, other_time: 2.3101768494
epoch time: 7.5138506889s, input_fired_time: 0.1619382054, output_fired_time: 0.0000000000, propagate_forward_time: 6.9510717392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008407593
validation[          , genome  5429] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       765.81927, best error:       675.29022 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.5808792114s, input_fired_time: 1.4264479876, output_fired_time: 0.8485907316, propagate_forward_time: 34.0375099182, propagate_backward_time: 52.9525413513, weight_update_time: 0.1028790921, other_time: 2.3157958984
epoch time: 7.3606071472s, input_fired_time: 0.1578972489, output_fired_time: 0.0000000000, propagate_forward_time: 6.8063573837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963522911
validation[          , genome  5429] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       726.23309, best error:       675.29022 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.1572875977s, input_fired_time: 1.4313776493, output_fired_time: 0.8456220627, propagate_forward_time: 33.8654212952, propagate_backward_time: 52.7270851135, weight_update_time: 0.1019855738, other_time: 2.2877807617
epoch time: 7.9166965485s, input_fired_time: 0.1670963168, output_fired_time: 0.0000000000, propagate_forward_time: 7.3338522911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157481194
validation[          , genome  5429] predictions:    9794/  10000 (97.94%), best:    9798/10000 (97.98%), error:       710.63397, best error:       675.29022 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 92.9681320190s, input_fired_time: 1.4395086765, output_fired_time: 0.8607500196, propagate_forward_time: 34.5850944519, propagate_backward_time: 53.7665328979, weight_update_time: 0.1036114097, other_time: 2.3162498474
epoch time: 7.5292887688s, input_fired_time: 0.1584648490, output_fired_time: 0.0000000000, propagate_forward_time: 6.9747362137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960876465
validation[          , genome  5429] predictions:    9710/  10000 (97.10%), best:    9798/10000 (97.98%), error:       927.30920, best error:       675.29022 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.4666824341s, input_fired_time: 1.4406892061, output_fired_time: 0.8642761707, propagate_forward_time: 34.7792968750, propagate_backward_time: 54.0305862427, weight_update_time: 0.1049305946, other_time: 2.3518371582
epoch time: 7.3391504288s, input_fired_time: 0.1598294824, output_fired_time: 0.0000000000, propagate_forward_time: 6.7838487625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954720497
validation[          , genome  5429] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       781.57947, best error:       675.29022 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.3691864014s, input_fired_time: 1.4336378574, output_fired_time: 0.8515207767, propagate_forward_time: 33.9742469788, propagate_backward_time: 52.7897567749, weight_update_time: 0.1026000902, other_time: 2.3200187683
epoch time: 8.6272068024s, input_fired_time: 0.1761010587, output_fired_time: 0.0000000000, propagate_forward_time: 8.0124559402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386501312
validation[          , genome  5429] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       798.76251, best error:       675.29022 on epoch:    48, 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: 37.3736267090s, input_fired_time: 0.7649660110, output_fired_time: 0.0000000000, propagate_forward_time: 34.5759201050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0327415466
best training[          , genome  5429] predictions:   49656/  50000 (99.31%), best:    9798/10000 (97.98%), error:      1341.26514, best error:       675.29022 on epoch:    48, 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: 7.1117844582s, input_fired_time: 0.1470914483, output_fired_time: 0.0000000000, propagate_forward_time: 6.5745711327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901219368
   testing[          , genome  5429] predictions:    9821/  10000 (98.21%), best:    9798/10000 (97.98%), error:       587.79871, best error:       675.29022 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:16:40 (4229): called boinc_finish(0)

</stderr_txt>
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