Nameexact_genome_1512568488_44_6980_1
Workunit2606188
Created7 Dec 2017, 23:01:28 UTC
Sent7 Dec 2017, 23:10:17 UTC
Report deadline24 Dec 2017, 8:48:19 UTC
Received8 Dec 2017, 10:57:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time4 hours 33 min 42 sec
CPU time4 hours 33 min 39 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size155.50 MB
Peak swap size157.25 MB
Peak disk usage1.57 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
079, weight_update_time: 0.1217866465, other_time: 2.8926925659
epoch time: 11.9155769348s, input_fired_time: 0.2218495607, output_fired_time: 0.0000000000, propagate_forward_time: 11.1808385849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128889084
validation[          , genome  6980] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       721.35736, best error:       703.55286 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 149.0685882568s, input_fired_time: 2.1368181705, output_fired_time: 1.3805423975, propagate_forward_time: 55.8890609741, propagate_backward_time: 86.7672271729, weight_update_time: 0.1225271448, other_time: 2.8949356079
epoch time: 11.9350185394s, input_fired_time: 0.2225488871, output_fired_time: 0.0000000000, propagate_forward_time: 11.1950845718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173854828
validation[          , genome  6980] predictions:    9747/  10000 (97.47%), best:    9792/10000 (97.92%), error:       858.66406, best error:       703.55286 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.9918518066s, input_fired_time: 2.1505985260, output_fired_time: 1.3811841011, propagate_forward_time: 56.1507453918, propagate_backward_time: 87.3871612549, weight_update_time: 0.1237640977, other_time: 2.9221649170
epoch time: 11.7562637329s, input_fired_time: 0.2233799249, output_fired_time: 0.0000000000, propagate_forward_time: 11.0153398514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175437927
validation[          , genome  6980] predictions:    9763/  10000 (97.63%), best:    9792/10000 (97.92%), error:       786.72168, best error:       703.55286 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 146.6692962646s, input_fired_time: 2.1128945351, output_fired_time: 1.3624104261, propagate_forward_time: 54.9478797913, propagate_backward_time: 85.3896179199, weight_update_time: 0.1210862324, other_time: 2.8564910889
epoch time: 12.0991258621s, input_fired_time: 0.2239565849, output_fired_time: 0.0000000000, propagate_forward_time: 11.3620519638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131177902
validation[          , genome  6980] predictions:    9774/  10000 (97.74%), best:    9792/10000 (97.92%), error:       737.30884, best error:       703.55286 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 150.3506622314s, input_fired_time: 2.1402711868, output_fired_time: 1.3913118839, propagate_forward_time: 56.3291473389, propagate_backward_time: 87.5473709106, weight_update_time: 0.1241150349, other_time: 2.9425582886
epoch time: 12.2348585129s, input_fired_time: 0.2306340933, output_fired_time: 0.0000000000, propagate_forward_time: 11.4780435562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261812210
validation[          , genome  6980] predictions:    9782/  10000 (97.82%), best:    9792/10000 (97.92%), error:       729.89124, best error:       703.55286 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 150.7728271484s, input_fired_time: 2.1359438896, output_fired_time: 1.3879131079, propagate_forward_time: 56.3309402466, propagate_backward_time: 87.9922256470, weight_update_time: 0.1247446686, other_time: 2.9258117676
epoch time: 11.8100919724s, input_fired_time: 0.2207920402, output_fired_time: 0.0000000000, propagate_forward_time: 11.0841569901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051431656
validation[          , genome  6980] predictions:    9757/  10000 (97.57%), best:    9792/10000 (97.92%), error:       808.05835, best error:       703.55286 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.1297454834s, input_fired_time: 2.1544537544, output_fired_time: 1.4061679840, propagate_forward_time: 57.1080360413, propagate_backward_time: 88.5273590088, weight_update_time: 0.1251293719, other_time: 2.9337310791
epoch time: 11.9110784531s, input_fired_time: 0.2241624296, output_fired_time: 0.0000000000, propagate_forward_time: 11.1704626083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164537430
validation[          , genome  6980] predictions:    9711/  10000 (97.11%), best:    9792/10000 (97.92%), error:       911.86505, best error:       703.55286 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 150.8540039062s, input_fired_time: 2.1507878304, output_fired_time: 1.4004905224, propagate_forward_time: 56.5413665771, propagate_backward_time: 87.8039550781, weight_update_time: 0.1239813119, other_time: 2.9573974609
epoch time: 12.7872762680s, input_fired_time: 0.2336601168, output_fired_time: 0.0000000000, propagate_forward_time: 12.0040016174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496149063
validation[          , genome  6980] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       683.70221, best error:       683.70221 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.6569061279s, input_fired_time: 2.1545739174, output_fired_time: 1.3926887512, propagate_forward_time: 56.7088890076, propagate_backward_time: 88.3995590210, weight_update_time: 0.1248103082, other_time: 3.0011978149
epoch time: 12.1505813599s, input_fired_time: 0.2245180905, output_fired_time: 0.0000000000, propagate_forward_time: 11.4067621231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193014145
validation[          , genome  6980] predictions:    9793/  10000 (97.93%), best:    9798/10000 (97.98%), error:       734.27008, best error:       683.70221 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 149.1411437988s, input_fired_time: 2.1181497574, output_fired_time: 1.3759315014, propagate_forward_time: 55.8611183167, propagate_backward_time: 86.8920135498, weight_update_time: 0.1233437955, other_time: 2.8939361572
epoch time: 11.4961967468s, input_fired_time: 0.2138632834, output_fired_time: 0.0000000000, propagate_forward_time: 10.7881374359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941959381
validation[          , genome  6980] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       775.79169, best error:       683.70221 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 150.1106567383s, input_fired_time: 2.1151375771, output_fired_time: 1.3856668472, propagate_forward_time: 56.1222457886, propagate_backward_time: 87.6111755371, weight_update_time: 0.1238398701, other_time: 2.8764266968
epoch time: 11.7512531281s, input_fired_time: 0.2163852304, output_fired_time: 0.0000000000, propagate_forward_time: 11.0426683426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921998978
validation[          , genome  6980] predictions:    9792/  10000 (97.92%), best:    9798/10000 (97.98%), error:       686.97430, best error:       683.70221 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 146.8906250000s, input_fired_time: 2.1226742268, output_fired_time: 1.3706859350, propagate_forward_time: 55.1155967712, propagate_backward_time: 85.3237915039, weight_update_time: 0.1272609532, other_time: 2.9578704834
epoch time: 11.7872190475s, input_fired_time: 0.2181290537, output_fired_time: 0.0000000000, propagate_forward_time: 11.0643787384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047111511
validation[          , genome  6980] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       819.10675, best error:       683.70221 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 148.5772399902s, input_fired_time: 2.1122758389, output_fired_time: 1.3872499466, propagate_forward_time: 55.7768859863, propagate_backward_time: 86.4093627930, weight_update_time: 0.1230154708, other_time: 2.8914642334
epoch time: 11.8138923645s, input_fired_time: 0.2201693952, output_fired_time: 0.0000000000, propagate_forward_time: 11.0916776657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020456314
validation[          , genome  6980] predictions:    9748/  10000 (97.48%), best:    9798/10000 (97.98%), error:       832.30353, best error:       683.70221 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 146.8899841309s, input_fired_time: 2.1029367447, output_fired_time: 1.3731067181, propagate_forward_time: 55.1506309509, propagate_backward_time: 85.4405441284, weight_update_time: 0.1210737452, other_time: 2.8227615356
epoch time: 11.8705911636s, input_fired_time: 0.2210983634, output_fired_time: 0.0000000000, propagate_forward_time: 11.1491012573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003919601
validation[          , genome  6980] predictions:    9797/  10000 (97.97%), best:    9798/10000 (97.98%), error:       698.54736, best error:       683.70221 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.9855957031s, input_fired_time: 2.1065716743, output_fired_time: 1.3743085861, propagate_forward_time: 55.2409477234, propagate_backward_time: 85.4458847046, weight_update_time: 0.1213091388, other_time: 2.8178787231
epoch time: 11.7708806992s, input_fired_time: 0.2218927443, output_fired_time: 0.0000000000, propagate_forward_time: 11.0522804260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967079163
validation[          , genome  6980] predictions:    9717/  10000 (97.17%), best:    9798/10000 (97.98%), error:       897.38531, best error:       683.70221 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 150.2435302734s, input_fired_time: 2.1706295013, output_fired_time: 1.3875799179, propagate_forward_time: 56.2640800476, propagate_backward_time: 87.5078887939, weight_update_time: 0.1241328269, other_time: 2.9133605957
epoch time: 12.2635278702s, input_fired_time: 0.2269714326, output_fired_time: 0.0000000000, propagate_forward_time: 11.5217180252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148382187
validation[          , genome  6980] predictions:    9752/  10000 (97.52%), best:    9798/10000 (97.98%), error:       771.37878, best error:       683.70221 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 152.5579833984s, input_fired_time: 2.1778321266, output_fired_time: 1.4073997736, propagate_forward_time: 57.3102607727, propagate_backward_time: 88.6859207153, weight_update_time: 0.1253916919, other_time: 2.9765853882
epoch time: 11.8234272003s, input_fired_time: 0.2218842953, output_fired_time: 0.0000000000, propagate_forward_time: 11.0904045105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111379623
validation[          , genome  6980] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       669.86096, best error:       669.86096 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.7636108398s, input_fired_time: 2.1314268112, output_fired_time: 1.3889893293, propagate_forward_time: 56.0984001160, propagate_backward_time: 87.2577056885, weight_update_time: 0.1237118840, other_time: 2.8870849609
epoch time: 11.8478813171s, input_fired_time: 0.2203804255, output_fired_time: 0.0000000000, propagate_forward_time: 11.1257905960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017099380
validation[          , genome  6980] predictions:    9744/  10000 (97.44%), best:    9810/10000 (98.10%), error:       906.55420, best error:       669.86096 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.0807952881s, input_fired_time: 2.1267578602, output_fired_time: 1.3811250925, propagate_forward_time: 55.8660888672, propagate_backward_time: 86.8338317871, weight_update_time: 0.1231675148, other_time: 2.8730010986
epoch time: 13.3710727692s, input_fired_time: 0.2439705431, output_fired_time: 0.0000000000, propagate_forward_time: 12.5820178986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450839996
validation[          , genome  6980] predictions:    9770/  10000 (97.70%), best:    9810/10000 (98.10%), error:       789.44360, best error:       669.86096 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 151.9828186035s, input_fired_time: 2.1692187786, output_fired_time: 1.4015897512, propagate_forward_time: 57.1622047424, propagate_backward_time: 88.2743453979, weight_update_time: 0.1270250082, other_time: 2.9754562378
epoch time: 12.4789686203s, input_fired_time: 0.2274456173, output_fired_time: 0.0000000000, propagate_forward_time: 11.7209148407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306081772
validation[          , genome  6980] predictions:    9754/  10000 (97.54%), best:    9810/10000 (98.10%), error:       792.19897, best error:       669.86096 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.1188659668s, input_fired_time: 2.1138186455, output_fired_time: 1.3668595552, propagate_forward_time: 55.0788841248, propagate_backward_time: 85.6742401123, weight_update_time: 0.1213793308, other_time: 2.8850555420
epoch time: 11.6925678253s, input_fired_time: 0.2197645456, output_fired_time: 0.0000000000, propagate_forward_time: 10.9615793228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112237930
validation[          , genome  6980] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       665.85669, best error:       665.85669 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 147.2358245850s, input_fired_time: 2.1157019138, output_fired_time: 1.3773404360, propagate_forward_time: 55.1316680908, propagate_backward_time: 85.7395477295, weight_update_time: 0.1214171126, other_time: 2.8715667725
epoch time: 11.6485452652s, input_fired_time: 0.2214894742, output_fired_time: 0.0000000000, propagate_forward_time: 10.9245700836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024852753
validation[          , genome  6980] predictions:    9788/  10000 (97.88%), best:    9809/10000 (98.09%), error:       715.55414, best error:       665.85669 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.3441619873s, input_fired_time: 2.1770527363, output_fired_time: 1.3953925371, propagate_forward_time: 57.1207656860, propagate_backward_time: 88.7009429932, weight_update_time: 0.1258666962, other_time: 2.9500198364
epoch time: 12.1240091324s, input_fired_time: 0.2260373980, output_fired_time: 0.0000000000, propagate_forward_time: 11.3783731461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195989609
validation[          , genome  6980] predictions:    9786/  10000 (97.86%), best:    9809/10000 (98.09%), error:       741.50647, best error:       665.85669 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 150.5568542480s, input_fired_time: 2.1692247391, output_fired_time: 1.3859711885, propagate_forward_time: 56.2310066223, propagate_backward_time: 87.8307342529, weight_update_time: 0.1253410876, other_time: 2.9399261475
epoch time: 12.0081920624s, input_fired_time: 0.2261918932, output_fired_time: 0.0000000000, propagate_forward_time: 11.2635173798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184831619
validation[          , genome  6980] predictions:    9770/  10000 (97.70%), best:    9809/10000 (98.09%), error:       748.06946, best error:       665.85669 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 151.1264648438s, input_fired_time: 2.1614997387, output_fired_time: 1.3972315788, propagate_forward_time: 56.7881774902, propagate_backward_time: 87.8390960693, weight_update_time: 0.1249101982, other_time: 2.9404602051
epoch time: 11.6260061264s, input_fired_time: 0.2202099562, output_fired_time: 0.0000000000, propagate_forward_time: 10.9008531570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049428940
validation[          , genome  6980] predictions:    9777/  10000 (97.77%), best:    9809/10000 (98.09%), error:       741.59558, best error:       665.85669 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.3331451416s, input_fired_time: 2.1432514191, output_fired_time: 1.3809726238, propagate_forward_time: 56.0350875854, propagate_backward_time: 86.8961944580, weight_update_time: 0.1229513809, other_time: 2.8776473999
epoch time: 11.9581556320s, input_fired_time: 0.2258990407, output_fired_time: 0.0000000000, propagate_forward_time: 11.2179145813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143423080
validation[          , genome  6980] predictions:    9748/  10000 (97.48%), best:    9809/10000 (98.09%), error:       820.85156, best error:       665.85669 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 147.2690887451s, input_fired_time: 2.1248991489, output_fired_time: 1.3698574305, propagate_forward_time: 55.0350570679, propagate_backward_time: 85.8950271606, weight_update_time: 0.1212753356, other_time: 2.8442535400
epoch time: 11.6579380035s, input_fired_time: 0.2203310579, output_fired_time: 0.0000000000, propagate_forward_time: 10.9388084412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987983704
validation[          , genome  6980] predictions:    9790/  10000 (97.90%), best:    9809/10000 (98.09%), error:       707.61060, best error:       665.85669 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 147.9905853271s, input_fired_time: 2.1273474693, output_fired_time: 1.3920006752, propagate_forward_time: 55.4870758057, propagate_backward_time: 86.1430816650, weight_update_time: 0.1224318445, other_time: 2.8410797119
epoch time: 11.7909975052s, input_fired_time: 0.2224873751, output_fired_time: 0.0000000000, propagate_forward_time: 11.0638666153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046434402
validation[          , genome  6980] predictions:    9768/  10000 (97.68%), best:    9809/10000 (98.09%), error:       761.77863, best error:       665.85669 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.3778533936s, input_fired_time: 2.1404519081, output_fired_time: 1.3794770241, propagate_forward_time: 55.7156753540, propagate_backward_time: 86.2583541870, weight_update_time: 0.1223165095, other_time: 2.8838958740
epoch time: 11.9810733795s, input_fired_time: 0.2251477391, output_fired_time: 0.0000000000, propagate_forward_time: 11.2479820251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079431534
validation[          , genome  6980] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       652.65900, best error:       652.65900 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.5625305176s, input_fired_time: 2.1174678802, output_fired_time: 1.3658690453, propagate_forward_time: 55.1533889771, propagate_backward_time: 86.0767593384, weight_update_time: 0.1216529980, other_time: 2.8490447998
epoch time: 11.7803468704s, input_fired_time: 0.2216964811, output_fired_time: 0.0000000000, propagate_forward_time: 11.0483684540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102815628
validation[          , genome  6980] predictions:    9810/  10000 (98.10%), best:    9808/10000 (98.08%), error:       679.30084, best error:       652.65900 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 148.1473693848s, input_fired_time: 2.1346378326, output_fired_time: 1.3679510355, propagate_forward_time: 55.4993057251, propagate_backward_time: 86.2836151123, weight_update_time: 0.1222633570, other_time: 2.8618545532
epoch time: 11.7874822617s, input_fired_time: 0.2240294218, output_fired_time: 0.0000000000, propagate_forward_time: 11.0596513748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038013458
validation[          , genome  6980] predictions:    9789/  10000 (97.89%), best:    9808/10000 (98.08%), error:       693.39911, best error:       652.65900 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 147.1192016602s, input_fired_time: 2.1378467083, output_fired_time: 1.3707642555, propagate_forward_time: 55.1386756897, propagate_backward_time: 85.6413650513, weight_update_time: 0.1214770004, other_time: 2.8305587769
epoch time: 11.9098691940s, input_fired_time: 0.2289754450, output_fired_time: 0.0000000000, propagate_forward_time: 11.1690702438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118236542
validation[          , genome  6980] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       735.89044, best error:       652.65900 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.3475494385s, input_fired_time: 2.1449050903, output_fired_time: 1.3782405853, propagate_forward_time: 55.5157775879, propagate_backward_time: 86.4354400635, weight_update_time: 0.1213616282, other_time: 2.8731842041
epoch time: 11.8691673279s, input_fired_time: 0.2254713625, output_fired_time: 0.0000000000, propagate_forward_time: 11.1361494064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075464249
validation[          , genome  6980] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       623.94232, best error:       623.94232 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 154.4961547852s, input_fired_time: 2.2113895416, output_fired_time: 1.4170269966, propagate_forward_time: 58.0104942322, propagate_backward_time: 89.8966064453, weight_update_time: 0.1277727783, other_time: 2.9606323242
epoch time: 13.5178146362s, input_fired_time: 0.2477692813, output_fired_time: 0.0000000000, propagate_forward_time: 12.7102012634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598440170
validation[          , genome  6980] predictions:    9787/  10000 (97.87%), best:    9815/10000 (98.15%), error:       725.14520, best error:       623.94232 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 151.2675323486s, input_fired_time: 2.1726765633, output_fired_time: 1.3931587934, propagate_forward_time: 56.7098579407, propagate_backward_time: 88.0848617554, weight_update_time: 0.1247431859, other_time: 2.9069747925
epoch time: 11.6042919159s, input_fired_time: 0.2222895920, output_fired_time: 0.0000000000, propagate_forward_time: 10.8843164444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976854324
validation[          , genome  6980] predictions:    9802/  10000 (98.02%), best:    9815/10000 (98.15%), error:       658.87604, best error:       623.94232 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 148.6760711670s, input_fired_time: 2.1500916481, output_fired_time: 1.3759303093, propagate_forward_time: 55.8679275513, propagate_backward_time: 86.4386062622, weight_update_time: 0.1224674657, other_time: 2.8435211182
epoch time: 11.6417627335s, input_fired_time: 0.2221051157, output_fired_time: 0.0000000000, propagate_forward_time: 10.9197816849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998760223
validation[          , genome  6980] predictions:    9810/  10000 (98.10%), best:    9815/10000 (98.15%), error:       645.02893, best error:       623.94232 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 147.7655639648s, input_fired_time: 2.1417455673, output_fired_time: 1.3783679008, propagate_forward_time: 55.2894363403, propagate_backward_time: 86.0909347534, weight_update_time: 0.1215776131, other_time: 2.8650817871
epoch time: 12.1874694824s, input_fired_time: 0.2316506654, output_fired_time: 0.0000000000, propagate_forward_time: 11.4352512360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205678940
validation[          , genome  6980] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       614.25555, best error:       614.25555 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 147.8715057373s, input_fired_time: 2.1443395615, output_fired_time: 1.3693125248, propagate_forward_time: 55.3384857178, propagate_backward_time: 86.1638336182, weight_update_time: 0.1223288029, other_time: 2.8555450439
epoch time: 11.5992193222s, input_fired_time: 0.2230060101, output_fired_time: 0.0000000000, propagate_forward_time: 10.8691854477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070276260
validation[          , genome  6980] predictions:    9766/  10000 (97.66%), best:    9823/10000 (98.23%), error:       790.95148, best error:       614.25555 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 147.0174102783s, input_fired_time: 2.1444716454, output_fired_time: 1.3763877153, propagate_forward_time: 55.2272720337, propagate_backward_time: 85.4399490356, weight_update_time: 0.1209888384, other_time: 2.8293304443
epoch time: 11.8684120178s, input_fired_time: 0.2272110879, output_fired_time: 0.0000000000, propagate_forward_time: 11.1346054077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065956116
validation[          , genome  6980] predictions:    9811/  10000 (98.11%), best:    9823/10000 (98.23%), error:       674.37994, best error:       614.25555 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 149.7330780029s, input_fired_time: 2.1730117798, output_fired_time: 1.3819988966, propagate_forward_time: 56.1291275024, propagate_backward_time: 87.1665573120, weight_update_time: 0.1242571995, other_time: 2.8823699951
epoch time: 11.5963726044s, input_fired_time: 0.2246489376, output_fired_time: 0.0000000000, propagate_forward_time: 10.8715353012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001888275
validation[          , genome  6980] predictions:    9792/  10000 (97.92%), best:    9823/10000 (98.23%), error:       680.09393, best error:       614.25555 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 154.6145935059s, input_fired_time: 2.2339942455, output_fired_time: 1.4132214785, propagate_forward_time: 58.0352287292, propagate_backward_time: 89.9247589111, weight_update_time: 0.1281410307, other_time: 3.0073852539
epoch time: 12.7292804718s, input_fired_time: 0.2478151768, output_fired_time: 0.0000000000, propagate_forward_time: 11.9355754852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458898544
validation[          , genome  6980] predictions:    9794/  10000 (97.94%), best:    9823/10000 (98.23%), error:       698.84979, best error:       614.25555 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 151.4938507080s, input_fired_time: 2.2204577923, output_fired_time: 1.3952010870, propagate_forward_time: 56.7865142822, propagate_backward_time: 88.1190032959, weight_update_time: 0.1247454062, other_time: 2.9726715088
epoch time: 14.1944017410s, input_fired_time: 0.2552584112, output_fired_time: 0.0000000000, propagate_forward_time: 13.3654365540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737066269
validation[          , genome  6980] predictions:    9797/  10000 (97.97%), best:    9823/10000 (98.23%), error:       715.02496, best error:       614.25555 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 150.7922515869s, input_fired_time: 2.1901636124, output_fired_time: 1.3966579437, propagate_forward_time: 56.5056724548, propagate_backward_time: 87.7970733643, weight_update_time: 0.1240071580, other_time: 2.9026794434
epoch time: 12.0023355484s, input_fired_time: 0.2322410047, output_fired_time: 0.0000000000, propagate_forward_time: 11.2459573746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241374969
validation[          , genome  6980] predictions:    9762/  10000 (97.62%), best:    9823/10000 (98.23%), error:       793.29065, best error:       614.25555 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 152.6076049805s, input_fired_time: 2.2150254250, output_fired_time: 1.4157468081, propagate_forward_time: 57.2426719666, propagate_backward_time: 88.7842559814, weight_update_time: 0.1256592423, other_time: 2.9499053955
epoch time: 11.7492723465s, input_fired_time: 0.2283387482, output_fired_time: 0.0000000000, propagate_forward_time: 11.0145359039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063972473
validation[          , genome  6980] predictions:    9698/  10000 (96.98%), best:    9823/10000 (98.23%), error:       993.29736, best error:       614.25555 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 148.2161102295s, input_fired_time: 2.1790897846, output_fired_time: 1.3674229383, propagate_forward_time: 55.5574111938, propagate_backward_time: 86.2177047729, weight_update_time: 0.1228913292, other_time: 2.8944854736
epoch time: 11.7214431763s, input_fired_time: 0.2274006158, output_fired_time: 0.0000000000, propagate_forward_time: 10.9889383316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051040649
validation[          , genome  6980] predictions:    9818/  10000 (98.18%), best:    9823/10000 (98.23%), error:       639.69043, best error:       614.25555 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 150.4715118408s, input_fired_time: 2.1922426224, output_fired_time: 1.3769410849, propagate_forward_time: 56.3894805908, propagate_backward_time: 87.5703125000, weight_update_time: 0.1242964342, other_time: 2.9425354004
epoch time: 11.5552873611s, input_fired_time: 0.2262409627, output_fired_time: 0.0000000000, propagate_forward_time: 10.8227214813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063247681
validation[          , genome  6980] predictions:    9763/  10000 (97.63%), best:    9823/10000 (98.23%), error:       753.31500, best error:       614.25555 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 147.3911285400s, input_fired_time: 2.1670014858, output_fired_time: 1.3599900007, propagate_forward_time: 55.2485313416, propagate_backward_time: 85.7425003052, weight_update_time: 0.1220946983, other_time: 2.8731002808
epoch time: 12.4283542633s, input_fired_time: 0.2372049391, output_fired_time: 0.0000000000, propagate_forward_time: 11.6624317169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287179947
validation[          , genome  6980] predictions:    9792/  10000 (97.92%), best:    9823/10000 (98.23%), error:       666.77637, best error:       614.25555 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.8880615234s, input_fired_time: 2.1610689163, output_fired_time: 1.3751312494, propagate_forward_time: 54.9714965820, propagate_backward_time: 85.5135345459, weight_update_time: 0.1218626648, other_time: 2.8668212891
epoch time: 11.7049942017s, input_fired_time: 0.2302070260, output_fired_time: 0.0000000000, propagate_forward_time: 10.9680833817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067033768
validation[          , genome  6980] predictions:    9794/  10000 (97.94%), best:    9823/10000 (98.23%), error:       697.34204, best error:       614.25555 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.2944946289s, input_fired_time: 2.2107028961, output_fired_time: 1.4058023691, propagate_forward_time: 56.7003135681, propagate_backward_time: 88.0429000854, weight_update_time: 0.1247914284, other_time: 2.9347610474
epoch time: 11.5794544220s, input_fired_time: 0.2267599404, output_fired_time: 0.0000000000, propagate_forward_time: 10.8456821442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070123672
validation[          , genome  6980] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       596.01581, best error:       596.01581 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 152.0072937012s, input_fired_time: 2.2095263004, output_fired_time: 1.4026057720, propagate_forward_time: 57.1622238159, propagate_backward_time: 88.2857894897, weight_update_time: 0.1255541593, other_time: 2.9471435547
epoch time: 11.9599294662s, input_fired_time: 0.2307640314, output_fired_time: 0.0000000000, propagate_forward_time: 11.2190742493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100908279
validation[          , genome  6980] predictions:    9774/  10000 (97.74%), best:    9815/10000 (98.15%), error:       736.98041, best error:       596.01581 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 148.3374176025s, input_fired_time: 2.1726539135, output_fired_time: 1.3814712763, propagate_forward_time: 55.6923637390, propagate_backward_time: 86.2355804443, weight_update_time: 0.1222023070, other_time: 2.8553466797
epoch time: 12.2429361343s, input_fired_time: 0.2394465208, output_fired_time: 0.0000000000, propagate_forward_time: 11.4871807098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163087845
validation[          , genome  6980] predictions:    9808/  10000 (98.08%), best:    9815/10000 (98.15%), error:       662.98547, best error:       596.01581 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 150.1903686523s, input_fired_time: 2.1901156902, output_fired_time: 1.3865371943, propagate_forward_time: 56.3281326294, propagate_backward_time: 87.3940124512, weight_update_time: 0.1239400506, other_time: 2.8915786743
epoch time: 11.7765388489s, input_fired_time: 0.2302129716, output_fired_time: 0.0000000000, propagate_forward_time: 11.0403318405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059938431
validation[          , genome  6980] predictions:    9814/  10000 (98.14%), best:    9815/10000 (98.15%), error:       653.14313, best error:       596.01581 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 150.9468383789s, input_fired_time: 2.1945338249, output_fired_time: 1.3968371153, propagate_forward_time: 56.6470527649, propagate_backward_time: 87.7956390381, weight_update_time: 0.1250299662, other_time: 2.9127807617
epoch time: 14.1345710754s, input_fired_time: 0.2572459280, output_fired_time: 0.0000000000, propagate_forward_time: 13.3106737137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666513443
validation[          , genome  6980] predictions:    9801/  10000 (98.01%), best:    9815/10000 (98.15%), error:       654.95013, best error:       596.01581 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 152.2596740723s, input_fired_time: 2.2021124363, output_fired_time: 1.4067932367, propagate_forward_time: 56.8666648865, propagate_backward_time: 88.8274612427, weight_update_time: 0.1255677789, other_time: 2.9566268921
epoch time: 11.7736988068s, input_fired_time: 0.2272574306, output_fired_time: 0.0000000000, propagate_forward_time: 11.0386390686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078020096
validation[          , genome  6980] predictions:    9764/  10000 (97.64%), best:    9815/10000 (98.15%), error:       760.46246, best error:       596.01581 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 150.6465454102s, input_fired_time: 2.1833524704, output_fired_time: 1.3883048296, propagate_forward_time: 56.5847625732, propagate_backward_time: 87.6224365234, weight_update_time: 0.1234577969, other_time: 2.8676910400
epoch time: 11.9260778427s, input_fired_time: 0.2291781157, output_fired_time: 0.0000000000, propagate_forward_time: 11.1922616959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046377182
validation[          , genome  6980] predictions:    9812/  10000 (98.12%), best:    9815/10000 (98.15%), error:       683.33771, best error:       596.01581 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 151.3512268066s, input_fired_time: 2.1857919693, output_fired_time: 1.3903915882, propagate_forward_time: 56.7357788086, propagate_backward_time: 88.1522140503, weight_update_time: 0.1245776862, other_time: 2.8870468140
epoch time: 12.1839523315s, input_fired_time: 0.2320389450, output_fired_time: 0.0000000000, propagate_forward_time: 11.4438743591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080394745
validation[          , genome  6980] predictions:    9797/  10000 (97.97%), best:    9815/10000 (98.15%), error:       680.70227, best error:       596.01581 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 149.7742156982s, input_fired_time: 2.1790285110, output_fired_time: 1.3831411600, propagate_forward_time: 56.1465568542, propagate_backward_time: 87.1899490356, weight_update_time: 0.1227453724, other_time: 2.8755264282
epoch time: 12.2297077179s, input_fired_time: 0.2349787951, output_fired_time: 0.0000000000, propagate_forward_time: 11.4734554291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212736130
validation[          , genome  6980] predictions:    9766/  10000 (97.66%), best:    9815/10000 (98.15%), error:       787.59393, best error:       596.01581 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 151.6743316650s, input_fired_time: 2.2305200100, output_fired_time: 1.3962616920, propagate_forward_time: 57.0112953186, propagate_backward_time: 88.0496139526, weight_update_time: 0.1253506094, other_time: 2.9866561890
epoch time: 11.6140880585s, input_fired_time: 0.2264220715, output_fired_time: 0.0000000000, propagate_forward_time: 10.8830709457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045948029
validation[          , genome  6980] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       583.41040, best error:       583.41040 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 151.0112152100s, input_fired_time: 2.2183992863, output_fired_time: 1.3878251314, propagate_forward_time: 56.5678367615, propagate_backward_time: 87.8910217285, weight_update_time: 0.1262625456, other_time: 2.9461212158
epoch time: 11.7335958481s, input_fired_time: 0.2314156890, output_fired_time: 0.0000000000, propagate_forward_time: 10.9977951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043849945
validation[          , genome  6980] predictions:    9794/  10000 (97.94%), best:    9840/10000 (98.40%), error:       705.66864, best error:       583.41040 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 148.1076660156s, input_fired_time: 2.1787238121, output_fired_time: 1.3790400028, propagate_forward_time: 55.4475898743, propagate_backward_time: 86.2153854370, weight_update_time: 0.1235655993, other_time: 2.8869247437
epoch time: 11.7467670441s, input_fired_time: 0.2307940871, output_fired_time: 0.0000000000, propagate_forward_time: 11.0094099045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065631866
validation[          , genome  6980] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       572.92517, best error:       572.92517 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 148.8222961426s, input_fired_time: 2.2261488438, output_fired_time: 1.3814078569, propagate_forward_time: 55.6700744629, propagate_backward_time: 86.4842529297, weight_update_time: 0.1294608861, other_time: 3.0604095459
epoch time: 11.7895669937s, input_fired_time: 0.2315760851, output_fired_time: 0.0000000000, propagate_forward_time: 11.0468406677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111503601
validation[          , genome  6980] predictions:    9824/  10000 (98.24%), best:    9830/10000 (98.30%), error:       643.54730, best error:       572.92517 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 148.1107177734s, input_fired_time: 2.1814792156, output_fired_time: 1.3874808550, propagate_forward_time: 55.4065055847, propagate_backward_time: 86.2404327393, weight_update_time: 0.1218326166, other_time: 2.8948211670
epoch time: 11.9244384766s, input_fired_time: 0.2344872206, output_fired_time: 0.0000000000, propagate_forward_time: 11.1771430969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128078461
validation[          , genome  6980] predictions:    9754/  10000 (97.54%), best:    9830/10000 (98.30%), error:       849.00818, best error:       572.92517 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 152.6366119385s, input_fired_time: 2.2553770542, output_fired_time: 1.3976708651, propagate_forward_time: 57.0713691711, propagate_backward_time: 88.9392318726, weight_update_time: 0.1261292696, other_time: 2.9729690552
epoch time: 11.6522674561s, input_fired_time: 0.2291124612, output_fired_time: 0.0000000000, propagate_forward_time: 10.9184360504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047187805
validation[          , genome  6980] predictions:    9750/  10000 (97.50%), best:    9830/10000 (98.30%), error:       782.72650, best error:       572.92517 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 150.3835754395s, input_fired_time: 2.1764733791, output_fired_time: 1.3829262257, propagate_forward_time: 56.4379119873, propagate_backward_time: 87.4769134521, weight_update_time: 0.1248894408, other_time: 2.9093627930
epoch time: 12.3115673065s, input_fired_time: 0.2369824201, output_fired_time: 0.0000000000, propagate_forward_time: 11.5503063202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242786407
validation[          , genome  6980] predictions:    9740/  10000 (97.40%), best:    9830/10000 (98.30%), error:       902.90863, best error:       572.92517 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.7480621338s, input_fired_time: 2.2093777657, output_fired_time: 1.4028728008, propagate_forward_time: 56.8541984558, propagate_backward_time: 88.3151321411, weight_update_time: 0.1264649183, other_time: 2.9664688110
epoch time: 11.8535490036s, input_fired_time: 0.2383801788, output_fired_time: 0.0000000000, propagate_forward_time: 11.0941505432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210180283
validation[          , genome  6980] predictions:    9763/  10000 (97.63%), best:    9830/10000 (98.30%), error:       807.71307, best error:       572.92517 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 150.5089569092s, input_fired_time: 2.2330443859, output_fired_time: 1.4005774260, propagate_forward_time: 56.4307098389, propagate_backward_time: 87.4237060547, weight_update_time: 0.1231933236, other_time: 3.0209197998
epoch time: 11.9475002289s, input_fired_time: 0.2395987809, output_fired_time: 0.0000000000, propagate_forward_time: 11.1777725220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301284790
validation[          , genome  6980] predictions:    9814/  10000 (98.14%), best:    9830/10000 (98.30%), error:       621.36627, best error:       572.92517 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 150.5736846924s, input_fired_time: 2.2362697124, output_fired_time: 1.3974540234, propagate_forward_time: 56.3704528809, propagate_backward_time: 87.5508422852, weight_update_time: 0.1245056838, other_time: 3.0186614990
epoch time: 11.8978767395s, input_fired_time: 0.2431396842, output_fired_time: 0.0000000000, propagate_forward_time: 11.1245718002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301656723
validation[          , genome  6980] predictions:    9772/  10000 (97.72%), best:    9830/10000 (98.30%), error:       763.25134, best error:       572.92517 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 152.5901336670s, input_fired_time: 2.2715365887, output_fired_time: 1.4123593569, propagate_forward_time: 57.1322212219, propagate_backward_time: 88.7134475708, weight_update_time: 0.1256639361, other_time: 3.0605850220
epoch time: 11.8568239212s, input_fired_time: 0.2412042320, output_fired_time: 0.0000000000, propagate_forward_time: 11.0912055969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244140625
validation[          , genome  6980] predictions:    9837/  10000 (98.37%), best:    9830/10000 (98.30%), error:       582.01630, best error:       572.92517 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 149.9841766357s, input_fired_time: 2.2437810898, output_fired_time: 1.3972810507, propagate_forward_time: 56.1838645935, propagate_backward_time: 87.1608963013, weight_update_time: 0.1232589185, other_time: 2.9983596802
epoch time: 11.8483467102s, input_fired_time: 0.2419139892, output_fired_time: 0.0000000000, propagate_forward_time: 11.0876159668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188169479
validation[          , genome  6980] predictions:    9779/  10000 (97.79%), best:    9830/10000 (98.30%), error:       729.28198, best error:       572.92517 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 148.4114227295s, input_fired_time: 2.2119166851, output_fired_time: 1.3911039829, propagate_forward_time: 55.5080223083, propagate_backward_time: 86.2822418213, weight_update_time: 0.1222414225, other_time: 3.0181427002
epoch time: 11.8969535828s, input_fired_time: 0.2371259630, output_fired_time: 0.0000000000, propagate_forward_time: 11.1292552948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305719376
validation[          , genome  6980] predictions:    9782/  10000 (97.82%), best:    9830/10000 (98.30%), error:       753.47675, best error:       572.92517 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 147.3082122803s, input_fired_time: 2.2160422802, output_fired_time: 1.3797545433, propagate_forward_time: 55.2126884460, propagate_backward_time: 85.4892578125, weight_update_time: 0.1224166453, other_time: 3.0104522705
epoch time: 11.6129932404s, input_fired_time: 0.2370450944, output_fired_time: 0.0000000000, propagate_forward_time: 10.8507690430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251789093
validation[          , genome  6980] predictions:    9717/  10000 (97.17%), best:    9830/10000 (98.30%), error:       949.26483, best error:       572.92517 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 145.3386688232s, input_fired_time: 2.1906733513, output_fired_time: 1.3515737057, propagate_forward_time: 54.3060531616, propagate_backward_time: 84.5215530396, weight_update_time: 0.1205058023, other_time: 2.9688110352
epoch time: 11.6270217896s, input_fired_time: 0.2362840623, output_fired_time: 0.0000000000, propagate_forward_time: 10.8679342270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228033066
validation[          , genome  6980] predictions:    9730/  10000 (97.30%), best:    9830/10000 (98.30%), error:       937.82635, best error:       572.92517 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 148.5235900879s, input_fired_time: 2.2087833881, output_fired_time: 1.3861780167, propagate_forward_time: 55.6612052917, propagate_backward_time: 86.2748413086, weight_update_time: 0.1225197762, other_time: 2.9925689697
epoch time: 11.7778253555s, input_fired_time: 0.2372928709, output_fired_time: 0.0000000000, propagate_forward_time: 11.0183811188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221509933
validation[          , genome  6980] predictions:    9828/  10000 (98.28%), best:    9830/10000 (98.30%), error:       586.54755, best error:       572.92517 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 148.7145690918s, input_fired_time: 2.1941812038, output_fired_time: 1.3823790550, propagate_forward_time: 55.6219520569, propagate_backward_time: 86.5655822754, weight_update_time: 0.1233880073, other_time: 2.9504699707
epoch time: 12.1165323257s, input_fired_time: 0.2386547625, output_fired_time: 0.0000000000, propagate_forward_time: 11.3569030762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209741592
validation[          , genome  6980] predictions:    9815/  10000 (98.15%), best:    9830/10000 (98.30%), error:       597.18860, best error:       572.92517 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 150.1778717041s, input_fired_time: 2.2097651958, output_fired_time: 1.3903428316, propagate_forward_time: 56.2306861877, propagate_backward_time: 87.4224700928, weight_update_time: 0.1246418804, other_time: 2.9246063232
epoch time: 11.7514619827s, input_fired_time: 0.2334706932, output_fired_time: 0.0000000000, propagate_forward_time: 11.0115423203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064487457
validation[          , genome  6980] predictions:    9794/  10000 (97.94%), best:    9830/10000 (98.30%), error:       654.47638, best error:       572.92517 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 153.2747344971s, input_fired_time: 2.2325491905, output_fired_time: 1.4047152996, propagate_forward_time: 57.6025085449, propagate_backward_time: 89.0862731934, weight_update_time: 0.1260139048, other_time: 2.9486999512
epoch time: 12.2349443436s, input_fired_time: 0.2405548990, output_fired_time: 0.0000000000, propagate_forward_time: 11.4740552902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203342438
validation[          , genome  6980] predictions:    9763/  10000 (97.63%), best:    9830/10000 (98.30%), error:       808.66058, best error:       572.92517 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.6549072266s, input_fired_time: 2.2117693424, output_fired_time: 1.3880968094, propagate_forward_time: 55.9445495605, propagate_backward_time: 87.1967010498, weight_update_time: 0.1245607510, other_time: 2.9137878418
epoch time: 11.7630720139s, input_fired_time: 0.2366236597, output_fired_time: 0.0000000000, propagate_forward_time: 11.0223112106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041370392
validation[          , genome  6980] predictions:    9788/  10000 (97.88%), best:    9830/10000 (98.30%), error:       663.21057, best error:       572.92517 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.9861907959s, input_fired_time: 2.1967592239, output_fired_time: 1.3663159609, propagate_forward_time: 55.4970245361, propagate_backward_time: 86.0368270874, weight_update_time: 0.1221823394, other_time: 2.8892593384
epoch time: 11.6503429413s, input_fired_time: 0.2329990417, output_fired_time: 0.0000000000, propagate_forward_time: 10.9109220505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064220428
validation[          , genome  6980] predictions:    9810/  10000 (98.10%), best:    9830/10000 (98.30%), error:       607.34943, best error:       572.92517 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.5444946289s, input_fired_time: 2.2224140167, output_fired_time: 1.4168517590, propagate_forward_time: 56.7551612854, propagate_backward_time: 88.2000122070, weight_update_time: 0.1250770241, other_time: 2.9500579834
epoch time: 11.9558420181s, input_fired_time: 0.2375895232, output_fired_time: 0.0000000000, propagate_forward_time: 11.2014083862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168437958
validation[          , genome  6980] predictions:    9792/  10000 (97.92%), best:    9830/10000 (98.30%), error:       708.21478, best error:       572.92517 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 155.9156799316s, input_fired_time: 2.2809460163, output_fired_time: 1.4303095341, propagate_forward_time: 58.4406623840, propagate_backward_time: 90.6986160278, weight_update_time: 0.1309597492, other_time: 3.0651473999
epoch time: 12.0848741531s, input_fired_time: 0.2359894514, output_fired_time: 0.0000000000, propagate_forward_time: 11.3361339569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127506256
validation[          , genome  6980] predictions:    9779/  10000 (97.79%), best:    9830/10000 (98.30%), error:       747.69336, best error:       572.92517 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 149.1175994873s, input_fired_time: 2.2033505440, output_fired_time: 1.3884816170, propagate_forward_time: 55.9591636658, propagate_backward_time: 86.7164611816, weight_update_time: 0.1221276596, other_time: 2.8501281738
epoch time: 11.6717042923s, input_fired_time: 0.2347922623, output_fired_time: 0.0000000000, propagate_forward_time: 10.9339275360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029840469
validation[          , genome  6980] predictions:    9813/  10000 (98.13%), best:    9830/10000 (98.30%), error:       641.99652, best error:       572.92517 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 154.3908081055s, input_fired_time: 2.2539286613, output_fired_time: 1.4206149578, propagate_forward_time: 57.8642425537, propagate_backward_time: 89.8976135254, weight_update_time: 0.1278197318, other_time: 2.9544219971
epoch time: 11.7277517319s, input_fired_time: 0.2368447185, output_fired_time: 0.0000000000, propagate_forward_time: 10.9790353775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118713379
validation[          , genome  6980] predictions:    9816/  10000 (98.16%), best:    9830/10000 (98.30%), error:       597.65533, best error:       572.92517 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.7609558105s, input_fired_time: 2.2180809975, output_fired_time: 1.3893023729, propagate_forward_time: 56.6208457947, propagate_backward_time: 87.5950546265, weight_update_time: 0.1250767708, other_time: 2.9376754761
epoch time: 12.7066841125s, input_fired_time: 0.2443614602, output_fired_time: 0.0000000000, propagate_forward_time: 11.9283142090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340080261
validation[          , genome  6980] predictions:    9818/  10000 (98.18%), best:    9830/10000 (98.30%), error:       625.21588, best error:       572.92517 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 153.2131042480s, input_fired_time: 2.2181780338, output_fired_time: 1.4132648706, propagate_forward_time: 57.4287109375, propagate_backward_time: 89.2526855469, weight_update_time: 0.1254308522, other_time: 2.9002532959
epoch time: 11.7416486740s, input_fired_time: 0.2367937416, output_fired_time: 0.0000000000, propagate_forward_time: 10.9969673157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078878403
validation[          , genome  6980] predictions:    9774/  10000 (97.74%), best:    9830/10000 (98.30%), error:       715.66522, best error:       572.92517 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 147.6586761475s, input_fired_time: 2.1901998520, output_fired_time: 1.3717343807, propagate_forward_time: 55.2552185059, propagate_backward_time: 85.9704360962, weight_update_time: 0.1225228533, other_time: 2.8710861206
epoch time: 11.8969821930s, input_fired_time: 0.2434902340, output_fired_time: 0.0000000000, propagate_forward_time: 11.1320447922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214471817
validation[          , genome  6980] predictions:    9782/  10000 (97.82%), best:    9830/10000 (98.30%), error:       736.77161, best error:       572.92517 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 151.2966766357s, input_fired_time: 2.2508342266, output_fired_time: 1.4000083208, propagate_forward_time: 56.8176651001, propagate_backward_time: 87.8432312012, weight_update_time: 0.1286129802, other_time: 2.9849319458
epoch time: 12.2378616333s, input_fired_time: 0.2431966215, output_fired_time: 0.0000000000, propagate_forward_time: 11.4734144211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212507248
validation[          , genome  6980] predictions:    9816/  10000 (98.16%), best:    9830/10000 (98.30%), error:       629.66882, best error:       572.92517 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.8020172119s, input_fired_time: 2.1955223083, output_fired_time: 1.3671854734, propagate_forward_time: 54.8707313538, propagate_backward_time: 85.4785690308, weight_update_time: 0.1219158024, other_time: 2.8900070190
epoch time: 11.5669651031s, input_fired_time: 0.2358617783, output_fired_time: 0.0000000000, propagate_forward_time: 10.8243608475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067424774
validation[          , genome  6980] predictions:    9817/  10000 (98.17%), best:    9830/10000 (98.30%), error:       636.52588, best error:       572.92517 on epoch:    73, 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: 59.5125274658s, input_fired_time: 1.1865694523, output_fired_time: 0.0000000000, propagate_forward_time: 55.7036819458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6222763062
best training[          , genome  6980] predictions:   49890/  50000 (99.78%), best:    9830/10000 (98.30%), error:       636.36310, best error:       572.92517 on epoch:    73, 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: 11.8244171143s, input_fired_time: 0.2299024314, output_fired_time: 0.0000000000, propagate_forward_time: 11.0722560883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222587585
   testing[          , genome  6980] predictions:    9825/  10000 (98.25%), best:    9830/10000 (98.30%), error:       556.96844, best error:       572.92517 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:57:21 (6461): called boinc_finish(0)

</stderr_txt>
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