Nameexact_genome_1512568488_42_4484_1
Workunit2593641
Created7 Dec 2017, 10:09:15 UTC
Sent7 Dec 2017, 10:11:50 UTC
Report deadline14 Dec 2017, 13:38:23 UTC
Received7 Dec 2017, 22:00:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time2 hours 32 min 19 sec
CPU time2 hours 9 min 25 sec
Validate stateValid
Credit1,785.86
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.58 MB
Peak swap size160.55 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1145880297, output_fired_time: 0.0000000000, propagate_forward_time: 5.0297288895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405942917
validation[          , genome  4484] predictions:    9669/  10000 (96.69%), best:    9706/10000 (97.06%), error:      1105.52905, best error:      1025.69263 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 69.7786865234s, input_fired_time: 0.9973098636, output_fired_time: 0.7620217204, propagate_forward_time: 24.9178314209, propagate_backward_time: 41.2417602539, weight_update_time: 0.0890198722, other_time: 1.8597640991
epoch time: 5.4740667343s, input_fired_time: 0.1134784818, output_fired_time: 0.0000000000, propagate_forward_time: 5.0212936401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392944336
validation[          , genome  4484] predictions:    9610/  10000 (96.10%), best:    9706/10000 (97.06%), error:      1232.95837, best error:      1025.69263 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 69.8187484741s, input_fired_time: 0.9972378016, output_fired_time: 0.7620413303, propagate_forward_time: 24.9563484192, propagate_backward_time: 41.2407531738, weight_update_time: 0.0891120285, other_time: 1.8623695374
epoch time: 5.4324460030s, input_fired_time: 0.1151993796, output_fired_time: 0.0000000000, propagate_forward_time: 4.9797248840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375215530
validation[          , genome  4484] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1025.43213, best error:      1025.43213 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.8091735840s, input_fired_time: 0.9984121323, output_fired_time: 0.7617863417, propagate_forward_time: 24.9422111511, propagate_backward_time: 41.2443313599, weight_update_time: 0.0889876038, other_time: 1.8624305725
epoch time: 5.4388232231s, input_fired_time: 0.1146479547, output_fired_time: 0.0000000000, propagate_forward_time: 4.9855237007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386516571
validation[          , genome  4484] predictions:    9673/  10000 (96.73%), best:    9704/10000 (97.04%), error:      1037.52124, best error:      1025.43213 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 69.8810806274s, input_fired_time: 1.0007218122, output_fired_time: 0.7635767460, propagate_forward_time: 24.9680366516, propagate_backward_time: 41.2926330566, weight_update_time: 0.0888463259, other_time: 1.8561058044
epoch time: 5.4834532738s, input_fired_time: 0.1153852195, output_fired_time: 0.0000000000, propagate_forward_time: 5.0269436836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411245346
validation[          , genome  4484] predictions:    9676/  10000 (96.76%), best:    9704/10000 (97.04%), error:      1134.55542, best error:      1025.43213 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 69.8451004028s, input_fired_time: 1.0018876791, output_fired_time: 0.7622856498, propagate_forward_time: 24.9680633545, propagate_backward_time: 41.2572402954, weight_update_time: 0.0886630118, other_time: 1.8556289673
epoch time: 5.5689134598s, input_fired_time: 0.1160646453, output_fired_time: 0.0000000000, propagate_forward_time: 5.1107988358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420500755
validation[          , genome  4484] predictions:    9688/  10000 (96.88%), best:    9704/10000 (97.04%), error:      1059.75952, best error:      1025.43213 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 69.9422531128s, input_fired_time: 0.9980794191, output_fired_time: 0.7627497315, propagate_forward_time: 25.0239906311, propagate_backward_time: 41.2989273071, weight_update_time: 0.0890869424, other_time: 1.8585090637
epoch time: 5.4524345398s, input_fired_time: 0.1134492457, output_fired_time: 0.0000000000, propagate_forward_time: 5.0005993843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383860588
validation[          , genome  4484] predictions:    9646/  10000 (96.46%), best:    9704/10000 (97.04%), error:      1135.26111, best error:      1025.43213 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 69.9156417847s, input_fired_time: 0.9998593330, output_fired_time: 0.7629810572, propagate_forward_time: 24.9944248199, propagate_backward_time: 41.2977638245, weight_update_time: 0.0890572518, other_time: 1.8606147766
epoch time: 5.4688682556s, input_fired_time: 0.1154435650, output_fired_time: 0.0000000000, propagate_forward_time: 5.0132846832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401398659
validation[          , genome  4484] predictions:    9602/  10000 (96.02%), best:    9704/10000 (97.04%), error:      1312.62610, best error:      1025.43213 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 69.9853210449s, input_fired_time: 0.9987107515, output_fired_time: 0.7639022470, propagate_forward_time: 25.0095043182, propagate_backward_time: 41.3397026062, weight_update_time: 0.0897198096, other_time: 1.8735008240
epoch time: 5.5085306168s, input_fired_time: 0.1146346033, output_fired_time: 0.0000000000, propagate_forward_time: 5.0519180298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419780731
validation[          , genome  4484] predictions:    9636/  10000 (96.36%), best:    9704/10000 (97.04%), error:      1172.55383, best error:      1025.43213 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 69.9428253174s, input_fired_time: 1.0032211542, output_fired_time: 0.7627048492, propagate_forward_time: 25.0197181702, propagate_backward_time: 41.2920188904, weight_update_time: 0.0893900469, other_time: 1.8651657104
epoch time: 5.4675965309s, input_fired_time: 0.1149904802, output_fired_time: 0.0000000000, propagate_forward_time: 5.0118775368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407282829
validation[          , genome  4484] predictions:    9644/  10000 (96.44%), best:    9704/10000 (97.04%), error:      1074.85059, best error:      1025.43213 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 69.9177398682s, input_fired_time: 1.0013222694, output_fired_time: 0.7640373111, propagate_forward_time: 24.9900398254, propagate_backward_time: 41.2989921570, weight_update_time: 0.0895339176, other_time: 1.8633499146
epoch time: 5.4687542915s, input_fired_time: 0.1148865372, output_fired_time: 0.0000000000, propagate_forward_time: 5.0136499405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402175903
validation[          , genome  4484] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:       974.58887, best error:       974.58887 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 69.9169311523s, input_fired_time: 1.0004382133, output_fired_time: 0.7628148198, propagate_forward_time: 25.0055694580, propagate_backward_time: 41.2881431580, weight_update_time: 0.0892558992, other_time: 1.8599662781
epoch time: 5.4633336067s, input_fired_time: 0.1152444035, output_fired_time: 0.0000000000, propagate_forward_time: 5.0075659752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405232430
validation[          , genome  4484] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       898.15747, best error:       898.15747 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 69.9015655518s, input_fired_time: 0.9988707900, output_fired_time: 0.7627829313, propagate_forward_time: 24.9754734039, propagate_backward_time: 41.2977371216, weight_update_time: 0.0894192457, other_time: 1.8667068481
epoch time: 5.4903197289s, input_fired_time: 0.1162924692, output_fired_time: 0.0000000000, propagate_forward_time: 5.0324378014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415894508
validation[          , genome  4484] predictions:    9578/  10000 (95.78%), best:    9721/10000 (97.21%), error:      1274.88159, best error:       898.15747 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.9164886475s, input_fired_time: 1.0020931959, output_fired_time: 0.7638310194, propagate_forward_time: 24.9911231995, propagate_backward_time: 41.2921905518, weight_update_time: 0.0895892233, other_time: 1.8672523499
epoch time: 5.4416975975s, input_fired_time: 0.1151757836, output_fired_time: 0.0000000000, propagate_forward_time: 4.9880409241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384809494
validation[          , genome  4484] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:       923.64178, best error:       898.15747 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.9444808960s, input_fired_time: 1.0054430962, output_fired_time: 0.7634279132, propagate_forward_time: 25.0112209320, propagate_backward_time: 41.2951278687, weight_update_time: 0.0896849856, other_time: 1.8692626953
epoch time: 5.4597644806s, input_fired_time: 0.1156893224, output_fired_time: 0.0000000000, propagate_forward_time: 5.0051155090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389596939
validation[          , genome  4484] predictions:    9708/  10000 (97.08%), best:    9721/10000 (97.21%), error:       938.61920, best error:       898.15747 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 69.8409652710s, input_fired_time: 0.9990234375, output_fired_time: 0.7621310949, propagate_forward_time: 24.9648952484, propagate_backward_time: 41.2494125366, weight_update_time: 0.0895748883, other_time: 1.8655014038
epoch time: 5.4344615936s, input_fired_time: 0.1149935350, output_fired_time: 0.0000000000, propagate_forward_time: 4.9827127457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367552757
validation[          , genome  4484] predictions:    9728/  10000 (97.28%), best:    9721/10000 (97.21%), error:       908.54120, best error:       898.15747 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 69.8050079346s, input_fired_time: 0.9982257485, output_fired_time: 0.7621620297, propagate_forward_time: 24.9391021729, propagate_backward_time: 41.2417678833, weight_update_time: 0.0895036906, other_time: 1.8637542725
epoch time: 5.4441623688s, input_fired_time: 0.1145234779, output_fired_time: 0.0000000000, propagate_forward_time: 4.9925494194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370895386
validation[          , genome  4484] predictions:    9691/  10000 (96.91%), best:    9721/10000 (97.21%), error:      1034.17554, best error:       898.15747 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.9289703369s, input_fired_time: 1.0027662516, output_fired_time: 0.7625700831, propagate_forward_time: 25.0014591217, propagate_backward_time: 41.2841415405, weight_update_time: 0.0898293629, other_time: 1.8780288696
epoch time: 5.4500651360s, input_fired_time: 0.1152152345, output_fired_time: 0.0000000000, propagate_forward_time: 4.9967651367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380846977
validation[          , genome  4484] predictions:    9716/  10000 (97.16%), best:    9721/10000 (97.21%), error:       951.38324, best error:       898.15747 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.9170379639s, input_fired_time: 0.9992153645, output_fired_time: 0.7626309395, propagate_forward_time: 24.9792194366, propagate_backward_time: 41.2965736389, weight_update_time: 0.0901278481, other_time: 1.8793983459
epoch time: 5.4399189949s, input_fired_time: 0.1149059609, output_fired_time: 0.0000000000, propagate_forward_time: 4.9862217903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387913704
validation[          , genome  4484] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       896.00983, best error:       896.00983 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.9613418579s, input_fired_time: 1.0027502775, output_fired_time: 0.7629996538, propagate_forward_time: 25.0196857452, propagate_backward_time: 41.2968215942, weight_update_time: 0.0902159140, other_time: 1.8790893555
epoch time: 5.4586591721s, input_fired_time: 0.1158854365, output_fired_time: 0.0000000000, propagate_forward_time: 5.0035171509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392567635
validation[          , genome  4484] predictions:    9705/  10000 (97.05%), best:    9724/10000 (97.24%), error:       941.90741, best error:       896.00983 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 69.8560714722s, input_fired_time: 1.0036215782, output_fired_time: 0.7617972493, propagate_forward_time: 24.9563217163, propagate_backward_time: 41.2619895935, weight_update_time: 0.0897407830, other_time: 1.8723411560
epoch time: 5.4458055496s, input_fired_time: 0.1154435799, output_fired_time: 0.0000000000, propagate_forward_time: 4.9931092262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372526169
validation[          , genome  4484] predictions:    9682/  10000 (96.82%), best:    9724/10000 (97.24%), error:      1036.87366, best error:       896.00983 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 69.8398742676s, input_fired_time: 1.0041511059, output_fired_time: 0.7619010806, propagate_forward_time: 24.9498577118, propagate_backward_time: 41.2538642883, weight_update_time: 0.0897120908, other_time: 1.8700981140
epoch time: 5.4361381531s, input_fired_time: 0.1140652150, output_fired_time: 0.0000000000, propagate_forward_time: 4.9842352867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378376961
validation[          , genome  4484] predictions:    9716/  10000 (97.16%), best:    9724/10000 (97.24%), error:       903.12909, best error:       896.00983 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 93.4610900879s, input_fired_time: 1.2758281231, output_fired_time: 0.7801480293, propagate_forward_time: 33.4060859680, propagate_backward_time: 55.3229446411, weight_update_time: 0.3426962793, other_time: 2.6760826111
epoch time: 7.6078305244s, input_fired_time: 0.1189031675, output_fired_time: 0.0000000000, propagate_forward_time: 7.1405982971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483290672
validation[          , genome  4484] predictions:    9684/  10000 (96.84%), best:    9724/10000 (97.24%), error:      1002.98480, best error:       896.00983 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 95.4282379150s, input_fired_time: 1.2797675133, output_fired_time: 0.7814388275, propagate_forward_time: 35.3770446777, propagate_backward_time: 55.5654792786, weight_update_time: 0.3422939181, other_time: 2.4245033264
epoch time: 7.6603870392s, input_fired_time: 0.1193507165, output_fired_time: 0.0000000000, propagate_forward_time: 7.1946277618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464083672
validation[          , genome  4484] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       987.09216, best error:       896.00983 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.8032684326s, input_fired_time: 1.2789695263, output_fired_time: 0.7836807370, propagate_forward_time: 35.1542663574, propagate_backward_time: 56.4036483765, weight_update_time: 0.0928195044, other_time: 2.1827011108
epoch time: 7.3717703819s, input_fired_time: 0.1205979884, output_fired_time: 0.0000000000, propagate_forward_time: 6.6524600983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987124443
validation[          , genome  4484] predictions:    9717/  10000 (97.17%), best:    9724/10000 (97.24%), error:       918.89575, best error:       896.00983 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 95.3218307495s, input_fired_time: 1.0268989801, output_fired_time: 1.0274065733, propagate_forward_time: 34.4026336670, propagate_backward_time: 55.4506721497, weight_update_time: 0.0918057337, other_time: 3.4142189026
epoch time: 7.6182565689s, input_fired_time: 0.1198868304, output_fired_time: 0.0000000000, propagate_forward_time: 7.1557579041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426117897
validation[          , genome  4484] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       832.29443, best error:       832.29443 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.2866592407s, input_fired_time: 1.5291855335, output_fired_time: 0.7817158699, propagate_forward_time: 34.8780479431, propagate_backward_time: 56.1899681091, weight_update_time: 0.0917617157, other_time: 1.9077453613
epoch time: 7.2744870186s, input_fired_time: 0.1174097061, output_fired_time: 0.0000000000, propagate_forward_time: 6.8147821426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422951698
validation[          , genome  4484] predictions:    9696/  10000 (96.96%), best:    9747/10000 (97.47%), error:       968.36987, best error:       832.29443 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.9845962524s, input_fired_time: 1.7764457464, output_fired_time: 1.5281777382, propagate_forward_time: 33.3496284485, propagate_backward_time: 55.6699752808, weight_update_time: 0.0918184891, other_time: 2.6603736877
epoch time: 7.6932048798s, input_fired_time: 0.1194254458, output_fired_time: 0.0000000000, propagate_forward_time: 7.2246222496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491573334
validation[          , genome  4484] predictions:    9711/  10000 (97.11%), best:    9747/10000 (97.47%), error:       911.87921, best error:       832.29443 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 96.4519958496s, input_fired_time: 2.0385587215, output_fired_time: 1.0402452946, propagate_forward_time: 34.3926696777, propagate_backward_time: 56.8100547791, weight_update_time: 0.0922553018, other_time: 2.1704673767
epoch time: 7.4563813210s, input_fired_time: 0.1223869771, output_fired_time: 0.0000000000, propagate_forward_time: 6.9823040962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516902924
validation[          , genome  4484] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       941.93475, best error:       832.29443 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 97.5535430908s, input_fired_time: 1.3037321568, output_fired_time: 1.2981754541, propagate_forward_time: 34.9431304932, propagate_backward_time: 57.8094100952, weight_update_time: 0.0936387628, other_time: 2.1990966797
epoch time: 7.7229285240s, input_fired_time: 0.1215160713, output_fired_time: 0.0000000000, propagate_forward_time: 7.2468371391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545751572
validation[          , genome  4484] predictions:    9689/  10000 (96.89%), best:    9747/10000 (97.47%), error:      1004.27148, best error:       832.29443 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 96.6789245605s, input_fired_time: 1.0426869392, output_fired_time: 1.5383704901, propagate_forward_time: 32.9709243774, propagate_backward_time: 58.7005805969, weight_update_time: 0.0924063548, other_time: 2.4263648987
epoch time: 7.5621337891s, input_fired_time: 0.1238103285, output_fired_time: 0.0000000000, propagate_forward_time: 7.0771765709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611469269
validation[          , genome  4484] predictions:    9686/  10000 (96.86%), best:    9747/10000 (97.47%), error:      1007.53247, best error:       832.29443 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 97.1282882690s, input_fired_time: 1.3013571501, output_fired_time: 1.0454635620, propagate_forward_time: 34.3794555664, propagate_backward_time: 57.7198104858, weight_update_time: 0.3429405093, other_time: 2.6822052002
epoch time: 7.4164071083s, input_fired_time: 0.1206768379, output_fired_time: 0.0000000000, propagate_forward_time: 6.9427046776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530254364
validation[          , genome  4484] predictions:    9708/  10000 (97.08%), best:    9747/10000 (97.47%), error:       936.05518, best error:       832.29443 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.1855087280s, input_fired_time: 1.0489761829, output_fired_time: 1.0456882715, propagate_forward_time: 34.8753509521, propagate_backward_time: 57.2906227112, weight_update_time: 0.0924237818, other_time: 2.9248771667
epoch time: 7.7648997307s, input_fired_time: 0.1235143989, output_fired_time: 0.0000000000, propagate_forward_time: 7.0346217155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6067638397
validation[          , genome  4484] predictions:    9662/  10000 (96.62%), best:    9747/10000 (97.47%), error:      1072.67944, best error:       832.29443 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 96.7057571411s, input_fired_time: 1.2943756580, output_fired_time: 0.7911828756, propagate_forward_time: 34.7224311829, propagate_backward_time: 57.4658851624, weight_update_time: 0.0928426087, other_time: 2.4318847656
epoch time: 7.3531093597s, input_fired_time: 0.1193717048, output_fired_time: 0.0000000000, propagate_forward_time: 6.6377086639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5960288048
validation[          , genome  4484] predictions:    9674/  10000 (96.74%), best:    9747/10000 (97.47%), error:      1025.63489, best error:       832.29443 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 96.1132965088s, input_fired_time: 1.2883288860, output_fired_time: 0.7836177349, propagate_forward_time: 34.0456161499, propagate_backward_time: 57.3412971497, weight_update_time: 0.0913848430, other_time: 2.6544380188
epoch time: 7.6374769211s, input_fired_time: 0.1205437258, output_fired_time: 0.0000000000, propagate_forward_time: 6.9182953835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986375809
validation[          , genome  4484] predictions:    9701/  10000 (97.01%), best:    9747/10000 (97.47%), error:       970.54529, best error:       832.29443 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 95.7256546021s, input_fired_time: 1.2875614166, output_fired_time: 0.7848233581, propagate_forward_time: 34.0333518982, propagate_backward_time: 57.4684677124, weight_update_time: 0.0914550498, other_time: 2.1514549255
epoch time: 7.6337199211s, input_fired_time: 0.3694282174, output_fired_time: 0.0000000000, propagate_forward_time: 6.9161186218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481731415
validation[          , genome  4484] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       918.07562, best error:       832.29443 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 87.7758026123s, input_fired_time: 1.5242787600, output_fired_time: 0.7775956988, propagate_forward_time: 30.7653522491, propagate_backward_time: 51.3135452271, weight_update_time: 0.0907335803, other_time: 3.3950347900
epoch time: 5.4390931129s, input_fired_time: 0.1162612885, output_fired_time: 0.0000000000, propagate_forward_time: 4.9850912094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377404213
validation[          , genome  4484] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       854.49152, best error:       832.29443 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 69.9472122192s, input_fired_time: 1.0107080936, output_fired_time: 0.7635870576, propagate_forward_time: 25.0140972137, propagate_backward_time: 41.2955513000, weight_update_time: 0.0892267004, other_time: 1.8632621765
epoch time: 5.4614739418s, input_fired_time: 0.1173938736, output_fired_time: 0.0000000000, propagate_forward_time: 5.0041289330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399510384
validation[          , genome  4484] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       904.55237, best error:       832.29443 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 69.8687667847s, input_fired_time: 1.0082731247, output_fired_time: 0.7627090216, propagate_forward_time: 24.9503707886, propagate_backward_time: 41.2669296265, weight_update_time: 0.0902707130, other_time: 1.8804855347
epoch time: 5.4495854378s, input_fired_time: 0.1152413413, output_fired_time: 0.0000000000, propagate_forward_time: 4.9972963333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370475769
validation[          , genome  4484] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:       991.26617, best error:       832.29443 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 70.0415267944s, input_fired_time: 1.0108647346, output_fired_time: 0.7637678385, propagate_forward_time: 25.0414371490, propagate_backward_time: 41.3330001831, weight_update_time: 0.0906598046, other_time: 1.8924560547
epoch time: 5.4393386841s, input_fired_time: 0.1165971011, output_fired_time: 0.0000000000, propagate_forward_time: 4.9846510887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380904198
validation[          , genome  4484] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       913.89185, best error:       832.29443 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 69.9580001831s, input_fired_time: 1.0117303133, output_fired_time: 0.7625490427, propagate_forward_time: 25.0053138733, propagate_backward_time: 41.2834968567, weight_update_time: 0.0904805809, other_time: 1.8949050903
epoch time: 5.4486589432s, input_fired_time: 0.1174962148, output_fired_time: 0.0000000000, propagate_forward_time: 4.9925761223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385868073
validation[          , genome  4484] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       838.84064, best error:       832.29443 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 69.8998947144s, input_fired_time: 1.0107647181, output_fired_time: 0.7623237371, propagate_forward_time: 24.9612617493, propagate_backward_time: 41.2735214233, weight_update_time: 0.0905271769, other_time: 1.8920249939
epoch time: 5.4477171898s, input_fired_time: 0.1161614135, output_fired_time: 0.0000000000, propagate_forward_time: 4.9928035736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387522697
validation[          , genome  4484] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       898.85077, best error:       832.29443 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.9572525024s, input_fired_time: 1.0114204884, output_fired_time: 0.7640337944, propagate_forward_time: 24.9976959229, propagate_backward_time: 41.2866706848, weight_update_time: 0.0907422379, other_time: 1.8974342346
epoch time: 5.4379272461s, input_fired_time: 0.1158885285, output_fired_time: 0.0000000000, propagate_forward_time: 4.9835691452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384695053
validation[          , genome  4484] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       956.98199, best error:       832.29443 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 69.9942855835s, input_fired_time: 1.0106765032, output_fired_time: 0.7630175948, propagate_forward_time: 25.0173454285, propagate_backward_time: 41.3037986755, weight_update_time: 0.0910474285, other_time: 1.8994522095
epoch time: 5.4433131218s, input_fired_time: 0.1174516901, output_fired_time: 0.0000000000, propagate_forward_time: 4.9882168770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376445770
validation[          , genome  4484] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:       962.25671, best error:       832.29443 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 69.9975357056s, input_fired_time: 1.0152503252, output_fired_time: 0.7640072703, propagate_forward_time: 25.0182857513, propagate_backward_time: 41.3038749695, weight_update_time: 0.0906792805, other_time: 1.8961143494
epoch time: 5.4571957588s, input_fired_time: 0.1170574129, output_fired_time: 0.0000000000, propagate_forward_time: 5.0018997192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382387161
validation[          , genome  4484] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       954.44287, best error:       832.29443 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 69.9312667847s, input_fired_time: 1.0122141838, output_fired_time: 0.7621752024, propagate_forward_time: 24.9960937500, propagate_backward_time: 41.2672271729, weight_update_time: 0.0905646086, other_time: 1.8935546875
epoch time: 5.4429907799s, input_fired_time: 0.1168756709, output_fired_time: 0.0000000000, propagate_forward_time: 4.9882450104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378701210
validation[          , genome  4484] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       859.90204, best error:       832.29443 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 69.8794555664s, input_fired_time: 1.0124768019, output_fired_time: 0.7624205947, propagate_forward_time: 24.9486579895, propagate_backward_time: 41.2648696899, weight_update_time: 0.0906188712, other_time: 1.8910331726
epoch time: 5.4435110092s, input_fired_time: 0.1167763323, output_fired_time: 0.0000000000, propagate_forward_time: 4.9890041351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377304077
validation[          , genome  4484] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       909.32617, best error:       832.29443 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 69.9157638550s, input_fired_time: 1.0132973194, output_fired_time: 0.7619634867, propagate_forward_time: 24.9658012390, propagate_backward_time: 41.2828941345, weight_update_time: 0.0904954746, other_time: 1.8918075562
epoch time: 5.4380369186s, input_fired_time: 0.1167512685, output_fired_time: 0.0000000000, propagate_forward_time: 4.9822850227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390007019
validation[          , genome  4484] predictions:    9698/  10000 (96.98%), best:    9747/10000 (97.47%), error:       973.72681, best error:       832.29443 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 69.9481964111s, input_fired_time: 1.0133755207, output_fired_time: 0.7624828219, propagate_forward_time: 24.9905033112, propagate_backward_time: 41.2843322754, weight_update_time: 0.0908994377, other_time: 1.8975067139
epoch time: 5.4583196640s, input_fired_time: 0.1169540063, output_fired_time: 0.0000000000, propagate_forward_time: 4.9997658730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415999413
validation[          , genome  4484] predictions:    9711/  10000 (97.11%), best:    9747/10000 (97.47%), error:       933.36023, best error:       832.29443 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 70.1004104614s, input_fired_time: 1.0160731077, output_fired_time: 0.7635318041, propagate_forward_time: 25.0525264740, propagate_backward_time: 41.3410491943, weight_update_time: 0.0923770890, other_time: 1.9272232056
epoch time: 5.4473457336s, input_fired_time: 0.1175458431, output_fired_time: 0.0000000000, propagate_forward_time: 4.9879741669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418254852
validation[          , genome  4484] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       886.15015, best error:       832.29443 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 70.0209426880s, input_fired_time: 1.0162112713, output_fired_time: 0.7632268071, propagate_forward_time: 24.9822006226, propagate_backward_time: 41.3264541626, weight_update_time: 0.0926325694, other_time: 1.9328460693
epoch time: 5.4441013336s, input_fired_time: 0.1179186106, output_fired_time: 0.0000000000, propagate_forward_time: 4.9840340614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421487808
validation[          , genome  4484] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       894.48407, best error:       832.29443 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 70.1086044312s, input_fired_time: 1.0184040070, output_fired_time: 0.7630586028, propagate_forward_time: 25.0141296387, propagate_backward_time: 41.3799514771, weight_update_time: 0.0922367796, other_time: 1.9330596924
epoch time: 5.4534521103s, input_fired_time: 0.1193829551, output_fired_time: 0.0000000000, propagate_forward_time: 4.9915132523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425559998
validation[          , genome  4484] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       853.54785, best error:       832.29443 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 70.0221252441s, input_fired_time: 1.0185519457, output_fired_time: 0.7628084421, propagate_forward_time: 24.9993343353, propagate_backward_time: 41.3079338074, weight_update_time: 0.0923499838, other_time: 1.9334907532
epoch time: 5.4599742889s, input_fired_time: 0.1184081137, output_fired_time: 0.0000000000, propagate_forward_time: 4.9992609024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423051834
validation[          , genome  4484] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       863.01776, best error:       832.29443 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 69.9745101929s, input_fired_time: 1.0196229219, output_fired_time: 0.7632141709, propagate_forward_time: 24.9777526855, propagate_backward_time: 41.2876319885, weight_update_time: 0.0921820030, other_time: 1.9262886047
epoch time: 5.4570245743s, input_fired_time: 0.1185857654, output_fired_time: 0.0000000000, propagate_forward_time: 4.9964008331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420381546
validation[          , genome  4484] predictions:    9720/  10000 (97.20%), best:    9747/10000 (97.47%), error:       925.70532, best error:       832.29443 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 70.0434341431s, input_fired_time: 1.0227450132, output_fired_time: 0.7632614970, propagate_forward_time: 25.0174083710, propagate_backward_time: 41.3077888489, weight_update_time: 0.0922081172, other_time: 1.9322319031
epoch time: 5.4617080688s, input_fired_time: 0.1194244623, output_fired_time: 0.0000000000, propagate_forward_time: 4.9993400574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429436684
validation[          , genome  4484] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       881.15924, best error:       832.29443 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 69.9443054199s, input_fired_time: 1.0188385248, output_fired_time: 0.7626944184, propagate_forward_time: 24.9611587524, propagate_backward_time: 41.2868957520, weight_update_time: 0.0916864276, other_time: 1.9147186279
epoch time: 5.4589242935s, input_fired_time: 0.1172545925, output_fired_time: 0.0000000000, propagate_forward_time: 5.0012021065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404674530
validation[          , genome  4484] predictions:    9687/  10000 (96.87%), best:    9747/10000 (97.47%), error:       983.07336, best error:       832.29443 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 69.9843978882s, input_fired_time: 1.0185185671, output_fired_time: 0.7632784247, propagate_forward_time: 24.9904556274, propagate_backward_time: 41.3021049500, weight_update_time: 0.0913044363, other_time: 1.9100456238
epoch time: 5.4542150497s, input_fired_time: 0.1188504994, output_fired_time: 0.0000000000, propagate_forward_time: 4.9940605164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413038254
validation[          , genome  4484] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       850.78668, best error:       832.29443 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 69.9366226196s, input_fired_time: 1.0198339224, output_fired_time: 0.7622842193, propagate_forward_time: 24.9681987762, propagate_backward_time: 41.2797966003, weight_update_time: 0.0910791680, other_time: 1.9065055847
epoch time: 5.4962644577s, input_fired_time: 0.1178986654, output_fired_time: 0.0000000000, propagate_forward_time: 5.0356216431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427443504
validation[          , genome  4484] predictions:    9720/  10000 (97.20%), best:    9747/10000 (97.47%), error:       895.75177, best error:       832.29443 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 70.0153579712s, input_fired_time: 1.0225272179, output_fired_time: 0.7627510428, propagate_forward_time: 25.0080280304, propagate_backward_time: 41.3077316284, weight_update_time: 0.0915158615, other_time: 1.9143218994
epoch time: 5.5061321259s, input_fired_time: 0.1193599552, output_fired_time: 0.0000000000, propagate_forward_time: 5.0433754921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433966637
validation[          , genome  4484] predictions:    9703/  10000 (97.03%), best:    9747/10000 (97.47%), error:       979.22314, best error:       832.29443 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 93.3701858521s, input_fired_time: 1.2910640240, output_fired_time: 1.0324711800, propagate_forward_time: 33.5747337341, propagate_backward_time: 55.2437667847, weight_update_time: 0.0949898809, other_time: 2.2281532288
epoch time: 7.6116566658s, input_fired_time: 0.1216952503, output_fired_time: 0.0000000000, propagate_forward_time: 6.8909859657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989756584
validation[          , genome  4484] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       882.33728, best error:       832.29443 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.9835128784s, input_fired_time: 1.2990776300, output_fired_time: 1.0344531536, propagate_forward_time: 33.9470863342, propagate_backward_time: 56.2189865112, weight_update_time: 0.0950850919, other_time: 3.4839057922
epoch time: 7.3858456612s, input_fired_time: 0.1219440401, output_fired_time: 0.0000000000, propagate_forward_time: 6.9115347862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523669243
validation[          , genome  4484] predictions:    9689/  10000 (96.89%), best:    9747/10000 (97.47%), error:       977.27539, best error:       832.29443 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 96.1649475098s, input_fired_time: 1.3063642979, output_fired_time: 0.7836968899, propagate_forward_time: 34.9311943054, propagate_backward_time: 56.9024543762, weight_update_time: 0.0953862146, other_time: 2.2412338257
epoch time: 7.6507577896s, input_fired_time: 0.1249828339, output_fired_time: 0.0000000000, propagate_forward_time: 6.9196362495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061387062
validation[          , genome  4484] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       923.42932, best error:       832.29443 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 96.2071075439s, input_fired_time: 1.3088256121, output_fired_time: 0.7882078290, propagate_forward_time: 34.8944129944, propagate_backward_time: 55.9753532410, weight_update_time: 0.0952740535, other_time: 3.2403106689
epoch time: 7.3733854294s, input_fired_time: 0.1225528494, output_fired_time: 0.0000000000, propagate_forward_time: 6.9006419182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501906395
validation[          , genome  4484] predictions:    9693/  10000 (96.93%), best:    9747/10000 (97.47%), error:       997.90955, best error:       832.29443 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 96.2506103516s, input_fired_time: 1.3110198975, output_fired_time: 0.7938139439, propagate_forward_time: 35.2314224243, propagate_backward_time: 55.4172706604, weight_update_time: 0.3454305530, other_time: 3.4970817566
epoch time: 7.3462023735s, input_fired_time: 0.1226598620, output_fired_time: 0.0000000000, propagate_forward_time: 6.8728599548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506827354
validation[          , genome  4484] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       903.30396, best error:       832.29443 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 96.6941223145s, input_fired_time: 1.5640466213, output_fired_time: 0.7906912565, propagate_forward_time: 34.0661430359, propagate_backward_time: 57.5221710205, weight_update_time: 0.0960082933, other_time: 2.7510719299
epoch time: 7.4521865845s, input_fired_time: 0.1254738867, output_fired_time: 0.0000000000, propagate_forward_time: 6.4710474014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8556652069
validation[          , genome  4484] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       913.21063, best error:       832.29443 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 96.2019424438s, input_fired_time: 1.0574591160, output_fired_time: 0.7897270322, propagate_forward_time: 34.1510848999, propagate_backward_time: 57.9633026123, weight_update_time: 0.0953288078, other_time: 2.2403717041
epoch time: 7.6385807991s, input_fired_time: 0.3739925623, output_fired_time: 0.0000000000, propagate_forward_time: 6.6649055481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996828079
validation[          , genome  4484] predictions:    9701/  10000 (97.01%), best:    9747/10000 (97.47%), error:       951.07562, best error:       832.29443 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 96.0491943359s, input_fired_time: 1.3071476221, output_fired_time: 0.7862970233, propagate_forward_time: 34.5836448669, propagate_backward_time: 57.1325607300, weight_update_time: 0.0952760652, other_time: 2.2395439148
epoch time: 7.3931822777s, input_fired_time: 0.1224212721, output_fired_time: 0.0000000000, propagate_forward_time: 6.9148249626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559360504
validation[          , genome  4484] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       952.44824, best error:       832.29443 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 95.9087066650s, input_fired_time: 1.2949519157, output_fired_time: 1.2858984470, propagate_forward_time: 33.7117576599, propagate_backward_time: 56.6183815002, weight_update_time: 0.3455919325, other_time: 2.9977188110
epoch time: 7.3776659966s, input_fired_time: 0.1232635006, output_fired_time: 0.0000000000, propagate_forward_time: 6.9031863213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512163162
validation[          , genome  4484] predictions:    9702/  10000 (97.02%), best:    9747/10000 (97.47%), error:       930.05811, best error:       832.29443 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 95.8370132446s, input_fired_time: 1.0502494574, output_fired_time: 1.0390379429, propagate_forward_time: 35.5277404785, propagate_backward_time: 55.4770278931, weight_update_time: 0.0955090374, other_time: 2.7429580688
epoch time: 7.3302807808s, input_fired_time: 0.1218585148, output_fired_time: 0.0000000000, propagate_forward_time: 6.8579287529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504934311
validation[          , genome  4484] predictions:    9695/  10000 (96.95%), best:    9747/10000 (97.47%), error:      1011.10168, best error:       832.29443 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.8977813721s, input_fired_time: 1.7998023033, output_fired_time: 0.7838625312, propagate_forward_time: 33.5574760437, propagate_backward_time: 56.7547416687, weight_update_time: 0.3458533287, other_time: 3.0018997192
epoch time: 7.6155891418s, input_fired_time: 0.3736768365, output_fired_time: 0.0000000000, propagate_forward_time: 6.8907809258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511314392
validation[          , genome  4484] predictions:    9726/  10000 (97.26%), best:    9747/10000 (97.47%), error:       935.04547, best error:       832.29443 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 95.8009872437s, input_fired_time: 1.5651655197, output_fired_time: 1.0371910334, propagate_forward_time: 33.6949882507, propagate_backward_time: 57.0002555847, weight_update_time: 0.0960604548, other_time: 2.5033874512
epoch time: 7.3304095268s, input_fired_time: 0.1222666129, output_fired_time: 0.0000000000, propagate_forward_time: 6.6050596237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030831337
validation[          , genome  4484] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       883.57495, best error:       832.29443 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 95.1144638062s, input_fired_time: 1.3031367064, output_fired_time: 0.7826148868, propagate_forward_time: 35.4068717957, propagate_backward_time: 55.3718833923, weight_update_time: 0.0955623016, other_time: 2.2499542236
epoch time: 7.6018586159s, input_fired_time: 0.3738441169, output_fired_time: 0.0000000000, propagate_forward_time: 6.6219687462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060457230
validation[          , genome  4484] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       902.13617, best error:       832.29443 on epoch:    39, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 94.6862640381s, input_fired_time: 1.0471040010, output_fired_time: 1.0252735615, propagate_forward_time: 33.4612007141, propagate_backward_time: 56.9078445435, weight_update_time: 0.0952878445, other_time: 2.2448387146
epoch time: 7.5606832504s, input_fired_time: 0.3733408153, output_fired_time: 0.0000000000, propagate_forward_time: 6.8332676888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540749550
validation[          , genome  4484] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       932.24841, best error:       832.29443 on epoch:    39, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 95.1119384766s, input_fired_time: 1.3002243042, output_fired_time: 1.2766296864, propagate_forward_time: 32.5672760010, propagate_backward_time: 56.2149391174, weight_update_time: 0.3455312252, other_time: 3.7528724670
epoch time: 7.2907385826s, input_fired_time: 0.1213368028, output_fired_time: 0.0000000000, propagate_forward_time: 6.8189363480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504652977
validation[          , genome  4484] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       890.32672, best error:       832.29443 on epoch:    39, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.1674575806s, input_fired_time: 1.3025995493, output_fired_time: 1.2808359861, propagate_forward_time: 33.1118965149, propagate_backward_time: 56.7166061401, weight_update_time: 0.0956334472, other_time: 2.7555198669
epoch time: 7.5431404114s, input_fired_time: 0.1221278980, output_fired_time: 0.0000000000, propagate_forward_time: 6.8194355965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6015768051
validation[          , genome  4484] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       920.21033, best error:       832.29443 on epoch:    39, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.2610168457s, input_fired_time: 1.8001134396, output_fired_time: 1.0278875828, propagate_forward_time: 32.8800506592, propagate_backward_time: 56.0400695801, weight_update_time: 0.0955658481, other_time: 3.5129013062
epoch time: 7.2997174263s, input_fired_time: 0.1212779358, output_fired_time: 0.0000000000, propagate_forward_time: 6.5765504837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018891335
validation[          , genome  4484] predictions:    9725/  10000 (97.25%), best:    9747/10000 (97.47%), error:       905.94141, best error:       832.29443 on epoch:    39, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 94.4203109741s, input_fired_time: 1.2936155796, output_fired_time: 1.2705464363, propagate_forward_time: 33.5802574158, propagate_backward_time: 55.7730712891, weight_update_time: 0.3451094627, other_time: 2.5028190613
epoch time: 7.2582654953s, input_fired_time: 0.1214750707, output_fired_time: 0.0000000000, propagate_forward_time: 6.5338854790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029047966
validation[          , genome  4484] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       919.72498, best error:       832.29443 on epoch:    39, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 94.5775680542s, input_fired_time: 1.0446022749, output_fired_time: 0.7717521191, propagate_forward_time: 34.6503067017, propagate_backward_time: 55.8558158875, weight_update_time: 0.0955510214, other_time: 2.2550926208
epoch time: 7.6548261642s, input_fired_time: 0.1241831332, output_fired_time: 0.0000000000, propagate_forward_time: 6.9242062569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064367294
validation[          , genome  4484] predictions:    9670/  10000 (96.70%), best:    9747/10000 (97.47%), error:      1063.17273, best error:       832.29443 on epoch:    39, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.1949844360s, input_fired_time: 1.5425218344, output_fired_time: 1.0170081854, propagate_forward_time: 33.7745208740, propagate_backward_time: 55.3722763062, weight_update_time: 0.0946237668, other_time: 2.4886627197
epoch time: 7.2182469368s, input_fired_time: 0.1211693883, output_fired_time: 0.0000000000, propagate_forward_time: 6.4994287491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976486206
validation[          , genome  4484] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:       933.61340, best error:       832.29443 on epoch:    39, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.8714523315s, input_fired_time: 1.7899054289, output_fired_time: 1.2656906843, propagate_forward_time: 33.4048423767, propagate_backward_time: 55.1772918701, weight_update_time: 0.0944634974, other_time: 2.2337226868
epoch time: 7.2231388092s, input_fired_time: 0.1211402193, output_fired_time: 0.0000000000, propagate_forward_time: 6.7525863647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494124413
validation[          , genome  4484] predictions:    9703/  10000 (97.03%), best:    9747/10000 (97.47%), error:       959.48676, best error:       832.29443 on epoch:    39, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 94.5218963623s, input_fired_time: 1.2953509092, output_fired_time: 1.2691777945, propagate_forward_time: 32.0783920288, propagate_backward_time: 57.1385765076, weight_update_time: 0.0948460028, other_time: 2.7403984070
epoch time: 7.2171096802s, input_fired_time: 0.1207346767, output_fired_time: 0.0000000000, propagate_forward_time: 6.7488470078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475279808
validation[          , genome  4484] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       892.96106, best error:       832.29443 on epoch:    39, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 94.2238998413s, input_fired_time: 1.2942644358, output_fired_time: 1.0205160379, propagate_forward_time: 34.3089752197, propagate_backward_time: 54.8593864441, weight_update_time: 0.3450165689, other_time: 2.7407569885
epoch time: 7.5731987953s, input_fired_time: 0.1218170822, output_fired_time: 0.0000000000, propagate_forward_time: 6.8499488831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014328003
validation[          , genome  4484] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       936.72540, best error:       832.29443 on epoch:    39, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 94.4898681641s, input_fired_time: 1.0456850529, output_fired_time: 1.2726660967, propagate_forward_time: 34.1089134216, propagate_backward_time: 55.5719680786, weight_update_time: 0.0946294069, other_time: 2.4906349182
epoch time: 7.2676744461s, input_fired_time: 0.1221488789, output_fired_time: 0.0000000000, propagate_forward_time: 6.7938146591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517107964
validation[          , genome  4484] predictions:    9741/  10000 (97.41%), best:    9747/10000 (97.47%), error:       858.43927, best error:       832.29443 on epoch:    39, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.4274368286s, input_fired_time: 1.0465182066, output_fired_time: 1.2721456289, propagate_forward_time: 34.0839729309, propagate_backward_time: 55.2773895264, weight_update_time: 0.0954055935, other_time: 2.7474098206
epoch time: 7.5378694534s, input_fired_time: 0.3728400171, output_fired_time: 0.0000000000, propagate_forward_time: 6.5627374649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022920609
validation[          , genome  4484] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       899.52539, best error:       832.29443 on epoch:    39, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 93.7258605957s, input_fired_time: 1.0415613651, output_fired_time: 1.2662739754, propagate_forward_time: 33.1678237915, propagate_backward_time: 55.5153961182, weight_update_time: 0.3443485498, other_time: 2.7348022461
epoch time: 7.4760169983s, input_fired_time: 0.1222420186, output_fired_time: 0.0000000000, propagate_forward_time: 6.5050387383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8487362862
validation[          , genome  4484] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       911.10822, best error:       832.29443 on epoch:    39, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.1875305176s, input_fired_time: 1.5429502726, output_fired_time: 1.2678303719, propagate_forward_time: 33.7333602905, propagate_backward_time: 55.1540985107, weight_update_time: 0.0944870561, other_time: 2.4892883301
epoch time: 7.2806243896s, input_fired_time: 0.1230561957, output_fired_time: 0.0000000000, propagate_forward_time: 6.8073363304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502316475
validation[          , genome  4484] predictions:    9687/  10000 (96.87%), best:    9747/10000 (97.47%), error:       946.55499, best error:       832.29443 on epoch:    39, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 93.7886886597s, input_fired_time: 1.2934722900, output_fired_time: 1.2664263248, propagate_forward_time: 32.4491119385, propagate_backward_time: 56.0410728455, weight_update_time: 0.0943042487, other_time: 2.7386054993
epoch time: 7.5023989677s, input_fired_time: 0.1233541146, output_fired_time: 0.0000000000, propagate_forward_time: 7.0289340019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501110077
validation[          , genome  4484] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       967.54303, best error:       832.29443 on epoch:    39, 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: 36.5884323120s, input_fired_time: 0.8442036510, output_fired_time: 0.0000000000, propagate_forward_time: 33.4295883179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3146400452
best training[          , genome  4484] predictions:   49329/  50000 (98.66%), best:    9747/10000 (97.47%), error:      2333.86353, best error:       832.29443 on epoch:    39, 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: 7.2268648148s, input_fired_time: 0.1162115932, output_fired_time: 0.0000000000, propagate_forward_time: 6.7610611916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495922089
   testing[          , genome  4484] predictions:    9778/  10000 (97.78%), best:    9747/10000 (97.47%), error:       762.22357, best error:       832.29443 on epoch:    39, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:51:32 (9836): called boinc_finish(0)

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