Nameexact_genome_1512568488_45_3967_2
Workunit2591094
Created7 Dec 2017, 12:19:41 UTC
Sent7 Dec 2017, 12:26:46 UTC
Report deadline10 Dec 2017, 9:26:21 UTC
Received7 Dec 2017, 13:59:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 32 min 28 sec
CPU time1 hours 32 min 9 sec
Validate stateValid
Credit718.68
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.77 MB
Peak swap size156.61 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0794982165, output_fired_time: 0.0000000000, propagate_forward_time: 3.5700781345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173452854
validation[          , genome  3967] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1434.90247, best error:      1434.90247 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.0219459534s, input_fired_time: 0.6593666077, output_fired_time: 0.6348746419, propagate_forward_time: 18.4075889587, propagate_backward_time: 27.9426288605, weight_update_time: 0.1184543744, other_time: 2.3774852753
epoch time: 4.1869082451s, input_fired_time: 0.0811980963, output_fired_time: 0.0000000000, propagate_forward_time: 3.6868469715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188630581
validation[          , genome  3967] predictions:    9552/  10000 (95.52%), best:    9582/10000 (95.82%), error:      1477.10498, best error:      1434.90247 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 49.9956359863s, input_fired_time: 0.6588813066, output_fired_time: 0.6354705095, propagate_forward_time: 18.4429187775, propagate_backward_time: 27.9043121338, weight_update_time: 0.1178245917, other_time: 2.3540515900
epoch time: 4.1029801369s, input_fired_time: 0.0795238391, output_fired_time: 0.0000000000, propagate_forward_time: 3.6103866100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130694866
validation[          , genome  3967] predictions:    9555/  10000 (95.55%), best:    9582/10000 (95.82%), error:      1545.14795, best error:      1434.90247 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.7957458496s, input_fired_time: 0.6579469442, output_fired_time: 0.6327157617, propagate_forward_time: 18.3456993103, propagate_backward_time: 27.7970466614, weight_update_time: 0.1172332391, other_time: 2.3623352051
epoch time: 4.1729512215s, input_fired_time: 0.0807137117, output_fired_time: 0.0000000000, propagate_forward_time: 3.6738927364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183447361
validation[          , genome  3967] predictions:    9539/  10000 (95.39%), best:    9582/10000 (95.82%), error:      1561.07117, best error:      1434.90247 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.0480079651s, input_fired_time: 0.6595715284, output_fired_time: 0.6340691447, propagate_forward_time: 18.4448986053, propagate_backward_time: 27.9324626923, weight_update_time: 0.1182465181, other_time: 2.3770065308
epoch time: 4.2593631744s, input_fired_time: 0.0819814429, output_fired_time: 0.0000000000, propagate_forward_time: 3.7528383732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245431423
validation[          , genome  3967] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1398.94531, best error:      1398.94531 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 50.1474380493s, input_fired_time: 0.6603133082, output_fired_time: 0.6370249391, propagate_forward_time: 18.4704360962, propagate_backward_time: 28.0107612610, weight_update_time: 0.1182762384, other_time: 2.3689041138
epoch time: 4.2606205940s, input_fired_time: 0.0820275024, output_fired_time: 0.0000000000, propagate_forward_time: 3.7574226856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211704731
validation[          , genome  3967] predictions:    9563/  10000 (95.63%), best:    9589/10000 (95.89%), error:      1457.85376, best error:      1398.94531 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 50.1970977783s, input_fired_time: 0.6609470248, output_fired_time: 0.6377671957, propagate_forward_time: 18.5102214813, propagate_backward_time: 28.0249862671, weight_update_time: 0.1180503890, other_time: 2.3631763458
epoch time: 4.1927571297s, input_fired_time: 0.0806579292, output_fired_time: 0.0000000000, propagate_forward_time: 3.6964397430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156594276
validation[          , genome  3967] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1397.40088, best error:      1397.40088 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 50.0499114990s, input_fired_time: 0.6600494385, output_fired_time: 0.6328730583, propagate_forward_time: 18.3966865540, propagate_backward_time: 27.9660797119, weight_update_time: 0.1190278530, other_time: 2.3942222595
epoch time: 4.2507662773s, input_fired_time: 0.0820034668, output_fired_time: 0.0000000000, propagate_forward_time: 3.7394876480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292750359
validation[          , genome  3967] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1351.59741, best error:      1351.59741 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.0623855591s, input_fired_time: 0.6628385186, output_fired_time: 0.6360213757, propagate_forward_time: 18.4392089844, propagate_backward_time: 27.9536190033, weight_update_time: 0.1181251481, other_time: 2.3706989288
epoch time: 4.2114338875s, input_fired_time: 0.0812344477, output_fired_time: 0.0000000000, propagate_forward_time: 3.7163350582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138643742
validation[          , genome  3967] predictions:    9574/  10000 (95.74%), best:    9599/10000 (95.99%), error:      1445.62488, best error:      1351.59741 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 49.8580589294s, input_fired_time: 0.6585907936, output_fired_time: 0.6326986551, propagate_forward_time: 18.3734073639, propagate_backward_time: 27.8371047974, weight_update_time: 0.1175793782, other_time: 2.3562564850
epoch time: 4.2228474617s, input_fired_time: 0.0812712982, output_fired_time: 0.0000000000, propagate_forward_time: 3.7204189301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211573601
validation[          , genome  3967] predictions:    9608/  10000 (96.08%), best:    9599/10000 (95.99%), error:      1411.18921, best error:      1351.59741 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.1401596069s, input_fired_time: 0.6640861034, output_fired_time: 0.6367536783, propagate_forward_time: 18.5081672668, propagate_backward_time: 27.9596576691, weight_update_time: 0.1185025424, other_time: 2.3714962006
epoch time: 4.2497558594s, input_fired_time: 0.0817213282, output_fired_time: 0.0000000000, propagate_forward_time: 3.7475318909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205026627
validation[          , genome  3967] predictions:    9578/  10000 (95.78%), best:    9599/10000 (95.99%), error:      1425.82581, best error:      1351.59741 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 50.3564949036s, input_fired_time: 0.6628052592, output_fired_time: 0.6374167204, propagate_forward_time: 18.5844821930, propagate_backward_time: 28.0950737000, weight_update_time: 0.1187431589, other_time: 2.3767185211
epoch time: 4.2015895844s, input_fired_time: 0.0812067688, output_fired_time: 0.0000000000, propagate_forward_time: 3.7058358192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145469666
validation[          , genome  3967] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1314.64587, best error:      1314.64587 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 50.0865936279s, input_fired_time: 0.6626166701, output_fired_time: 0.6355614662, propagate_forward_time: 18.4461860657, propagate_backward_time: 27.9762706757, weight_update_time: 0.1176449135, other_time: 2.3659572601
epoch time: 4.2066693306s, input_fired_time: 0.0815334320, output_fired_time: 0.0000000000, propagate_forward_time: 3.7031743526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219615459
validation[          , genome  3967] predictions:    9593/  10000 (95.93%), best:    9616/10000 (96.16%), error:      1381.45154, best error:      1314.64587 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.4164199829s, input_fired_time: 0.6673094034, output_fired_time: 0.6384856701, propagate_forward_time: 18.6181049347, propagate_backward_time: 28.1004047394, weight_update_time: 0.1190063208, other_time: 2.3921165466
epoch time: 4.1790142059s, input_fired_time: 0.0807756782, output_fired_time: 0.0000000000, propagate_forward_time: 3.6791694164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190690517
validation[          , genome  3967] predictions:    9583/  10000 (95.83%), best:    9616/10000 (96.16%), error:      1414.01099, best error:      1314.64587 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 50.4969558716s, input_fired_time: 0.6656550169, output_fired_time: 0.6401168704, propagate_forward_time: 18.6289024353, propagate_backward_time: 28.1775264740, weight_update_time: 0.1192116067, other_time: 2.3847560883
epoch time: 4.1848659515s, input_fired_time: 0.0812354460, output_fired_time: 0.0000000000, propagate_forward_time: 3.6751172543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285132885
validation[          , genome  3967] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1338.89441, best error:      1314.64587 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 49.8899803162s, input_fired_time: 0.6607107520, output_fired_time: 0.6328558922, propagate_forward_time: 18.3623123169, propagate_backward_time: 27.8720893860, weight_update_time: 0.1178589165, other_time: 2.3620147705
epoch time: 4.2261743546s, input_fired_time: 0.0811816975, output_fired_time: 0.0000000000, propagate_forward_time: 3.7273964882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175963402
validation[          , genome  3967] predictions:    9583/  10000 (95.83%), best:    9616/10000 (96.16%), error:      1428.63318, best error:      1314.64587 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.1414337158s, input_fired_time: 0.6633509398, output_fired_time: 0.6355346441, propagate_forward_time: 18.5061397552, propagate_backward_time: 27.9571800232, weight_update_time: 0.1182255298, other_time: 2.3792285919
epoch time: 4.2277870178s, input_fired_time: 0.0821785629, output_fired_time: 0.0000000000, propagate_forward_time: 3.7258851528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197232723
validation[          , genome  3967] predictions:    9539/  10000 (95.39%), best:    9616/10000 (96.16%), error:      1559.92090, best error:      1314.64587 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 49.8534851074s, input_fired_time: 0.6611697674, output_fired_time: 0.6337172985, propagate_forward_time: 18.3568916321, propagate_backward_time: 27.8371162415, weight_update_time: 0.1177831367, other_time: 2.3645896912
epoch time: 4.1614089012s, input_fired_time: 0.0802114531, output_fired_time: 0.0000000000, propagate_forward_time: 3.6662025452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149947166
validation[          , genome  3967] predictions:    9597/  10000 (95.97%), best:    9616/10000 (96.16%), error:      1391.41260, best error:      1314.64587 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 50.0390815735s, input_fired_time: 0.6619753838, output_fired_time: 0.6363493204, propagate_forward_time: 18.4384059906, propagate_backward_time: 27.9378051758, weight_update_time: 0.1181062385, other_time: 2.3645458221
epoch time: 4.2655353546s, input_fired_time: 0.0823019594, output_fired_time: 0.0000000000, propagate_forward_time: 3.7670598030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161734581
validation[          , genome  3967] predictions:    9615/  10000 (96.15%), best:    9616/10000 (96.16%), error:      1327.70386, best error:      1314.64587 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.2683410645s, input_fired_time: 0.6667538285, output_fired_time: 0.6386852264, propagate_forward_time: 18.5782146454, propagate_backward_time: 28.0187683105, weight_update_time: 0.1183273941, other_time: 2.3659152985
epoch time: 4.2727360725s, input_fired_time: 0.0827279612, output_fired_time: 0.0000000000, propagate_forward_time: 3.7621650696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278430939
validation[          , genome  3967] predictions:    9561/  10000 (95.61%), best:    9616/10000 (96.16%), error:      1498.96765, best error:      1314.64587 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 49.9420776367s, input_fired_time: 0.6621418595, output_fired_time: 0.6325559616, propagate_forward_time: 18.4057483673, propagate_backward_time: 27.8723278046, weight_update_time: 0.1181149259, other_time: 2.3693008423
epoch time: 4.1917514801s, input_fired_time: 0.0806517676, output_fired_time: 0.0000000000, propagate_forward_time: 3.6956436634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154560566
validation[          , genome  3967] predictions:    9605/  10000 (96.05%), best:    9616/10000 (96.16%), error:      1369.44055, best error:      1314.64587 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 50.2807121277s, input_fired_time: 0.6660882235, output_fired_time: 0.6371635795, propagate_forward_time: 18.5291728973, propagate_backward_time: 28.0668582916, weight_update_time: 0.1182055622, other_time: 2.3814277649
epoch time: 4.2070174217s, input_fired_time: 0.0818493515, output_fired_time: 0.0000000000, propagate_forward_time: 3.7071657181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180021286
validation[          , genome  3967] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1314.09241, best error:      1314.09241 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 50.4414176941s, input_fired_time: 0.6677715182, output_fired_time: 0.6398459673, propagate_forward_time: 18.6099262238, propagate_backward_time: 28.1290359497, weight_update_time: 0.1188604310, other_time: 2.3948383331
epoch time: 4.2497839928s, input_fired_time: 0.0817213356, output_fired_time: 0.0000000000, propagate_forward_time: 3.7434301376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246325493
validation[          , genome  3967] predictions:    9588/  10000 (95.88%), best:    9616/10000 (96.16%), error:      1418.52502, best error:      1314.09241 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 50.1704292297s, input_fired_time: 0.6639981270, output_fired_time: 0.6357156038, propagate_forward_time: 18.5130023956, propagate_backward_time: 27.9815654755, weight_update_time: 0.1185583174, other_time: 2.3761482239
epoch time: 4.1990742683s, input_fired_time: 0.0818344951, output_fired_time: 0.0000000000, propagate_forward_time: 3.6969604492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202795029
validation[          , genome  3967] predictions:    9632/  10000 (96.32%), best:    9616/10000 (96.16%), error:      1317.02820, best error:      1314.09241 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 50.4038162231s, input_fired_time: 0.6676334143, output_fired_time: 0.6386730671, propagate_forward_time: 18.6156883240, propagate_backward_time: 28.1008911133, weight_update_time: 0.1187902763, other_time: 2.3809318542
epoch time: 4.1704950333s, input_fired_time: 0.0816860273, output_fired_time: 0.0000000000, propagate_forward_time: 3.6728346348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159743786
validation[          , genome  3967] predictions:    9594/  10000 (95.94%), best:    9616/10000 (96.16%), error:      1317.59570, best error:      1314.09241 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.3510246277s, input_fired_time: 0.6670845747, output_fired_time: 0.6383803487, propagate_forward_time: 18.5960140228, propagate_backward_time: 28.0765113831, weight_update_time: 0.1183837503, other_time: 2.3730335236
epoch time: 4.2267365456s, input_fired_time: 0.0822384804, output_fired_time: 0.0000000000, propagate_forward_time: 3.7296063900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148914814
validation[          , genome  3967] predictions:    9594/  10000 (95.94%), best:    9616/10000 (96.16%), error:      1447.34253, best error:      1314.09241 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.1920127869s, input_fired_time: 0.6659801006, output_fired_time: 0.6348598599, propagate_forward_time: 18.4925613403, propagate_backward_time: 28.0160560608, weight_update_time: 0.1183325723, other_time: 2.3825531006
epoch time: 4.1820368767s, input_fired_time: 0.0815411210, output_fired_time: 0.0000000000, propagate_forward_time: 3.6828396320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176561832
validation[          , genome  3967] predictions:    9598/  10000 (95.98%), best:    9616/10000 (96.16%), error:      1330.50623, best error:      1314.09241 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.3061790466s, input_fired_time: 0.6656495333, output_fired_time: 0.6391984224, propagate_forward_time: 18.5394897461, propagate_backward_time: 28.0784988403, weight_update_time: 0.1187395900, other_time: 2.3833427429
epoch time: 4.1904048920s, input_fired_time: 0.0818795785, output_fired_time: 0.0000000000, propagate_forward_time: 3.6917016506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168236256
validation[          , genome  3967] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1290.01233, best error:      1290.01233 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.3498229980s, input_fired_time: 0.6658013463, output_fired_time: 0.6387280822, propagate_forward_time: 18.6022605896, propagate_backward_time: 28.0748291016, weight_update_time: 0.1187600419, other_time: 2.3682022095
epoch time: 4.2434959412s, input_fired_time: 0.0823879987, output_fired_time: 0.0000000000, propagate_forward_time: 3.7423570156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187510014
validation[          , genome  3967] predictions:    9622/  10000 (96.22%), best:    9627/10000 (96.27%), error:      1321.57446, best error:      1290.01233 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.3531455994s, input_fired_time: 0.6671125889, output_fired_time: 0.6404133439, propagate_forward_time: 18.5644683838, propagate_backward_time: 28.1200675964, weight_update_time: 0.1186458841, other_time: 2.3610801697
epoch time: 4.1337971687s, input_fired_time: 0.0812753886, output_fired_time: 0.0000000000, propagate_forward_time: 3.6342732906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182484150
validation[          , genome  3967] predictions:    9614/  10000 (96.14%), best:    9627/10000 (96.27%), error:      1299.85291, best error:      1290.01233 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 50.1795120239s, input_fired_time: 0.6679382324, output_fired_time: 0.6354604363, propagate_forward_time: 18.4811840057, propagate_backward_time: 28.0192928314, weight_update_time: 0.1183878556, other_time: 2.3756370544
epoch time: 3.9823446274s, input_fired_time: 0.0797849596, output_fired_time: 0.0000000000, propagate_forward_time: 3.4934957027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090640545
validation[          , genome  3967] predictions:    9594/  10000 (95.94%), best:    9627/10000 (96.27%), error:      1377.31055, best error:      1290.01233 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.6332130432s, input_fired_time: 0.6697413325, output_fired_time: 0.6431647539, propagate_forward_time: 18.7015876770, propagate_backward_time: 28.2556171417, weight_update_time: 0.1188890412, other_time: 2.3631000519
epoch time: 4.2339897156s, input_fired_time: 0.0831063166, output_fired_time: 0.0000000000, propagate_forward_time: 3.7257051468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251780510
validation[          , genome  3967] predictions:    9597/  10000 (95.97%), best:    9627/10000 (96.27%), error:      1369.62573, best error:      1290.01233 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 50.0723953247s, input_fired_time: 0.6669169664, output_fired_time: 0.6358307004, propagate_forward_time: 18.4980926514, propagate_backward_time: 27.9012012482, weight_update_time: 0.1180509403, other_time: 2.3703556061
epoch time: 4.2668452263s, input_fired_time: 0.0832435414, output_fired_time: 0.0000000000, propagate_forward_time: 3.7565729618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270288944
validation[          , genome  3967] predictions:    9601/  10000 (96.01%), best:    9627/10000 (96.27%), error:      1318.79565, best error:      1290.01233 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.3354339600s, input_fired_time: 0.6694244146, output_fired_time: 0.6388087869, propagate_forward_time: 18.5689449310, propagate_backward_time: 28.0764636993, weight_update_time: 0.1185900643, other_time: 2.3817901611
epoch time: 4.2391719818s, input_fired_time: 0.0832388923, output_fired_time: 0.0000000000, propagate_forward_time: 3.7309772968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249556065
validation[          , genome  3967] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1245.70056, best error:      1245.70056 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.1194152832s, input_fired_time: 0.6675761938, output_fired_time: 0.6359071136, propagate_forward_time: 18.5170478821, propagate_backward_time: 27.9236049652, weight_update_time: 0.1183463708, other_time: 2.3752803802
epoch time: 4.2650847435s, input_fired_time: 0.0833582133, output_fired_time: 0.0000000000, propagate_forward_time: 3.7532336712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284927845
validation[          , genome  3967] predictions:    9629/  10000 (96.29%), best:    9653/10000 (96.53%), error:      1312.71509, best error:      1245.70056 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 50.5430793762s, input_fired_time: 0.6711314917, output_fired_time: 0.6407234669, propagate_forward_time: 18.6347274780, propagate_backward_time: 28.2060699463, weight_update_time: 0.1187487692, other_time: 2.3904266357
epoch time: 4.2172684669s, input_fired_time: 0.0826055855, output_fired_time: 0.0000000000, propagate_forward_time: 3.7149028778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197602272
validation[          , genome  3967] predictions:    9579/  10000 (95.79%), best:    9653/10000 (96.53%), error:      1415.68640, best error:      1245.70056 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 50.0709915161s, input_fired_time: 0.6680247188, output_fired_time: 0.6352557540, propagate_forward_time: 18.4534416199, propagate_backward_time: 27.9361133575, weight_update_time: 0.1181272194, other_time: 2.3781566620
epoch time: 4.2421507835s, input_fired_time: 0.0824622139, output_fired_time: 0.0000000000, propagate_forward_time: 3.7407422066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189462662
validation[          , genome  3967] predictions:    9570/  10000 (95.70%), best:    9653/10000 (96.53%), error:      1381.88623, best error:      1245.70056 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.0635108948s, input_fired_time: 0.6679531336, output_fired_time: 0.6353454590, propagate_forward_time: 18.4659042358, propagate_backward_time: 27.9344787598, weight_update_time: 0.1178102717, other_time: 2.3598289490
epoch time: 4.2096924782s, input_fired_time: 0.0820039958, output_fired_time: 0.0000000000, propagate_forward_time: 3.7081825733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195058346
validation[          , genome  3967] predictions:    9624/  10000 (96.24%), best:    9653/10000 (96.53%), error:      1276.79932, best error:      1245.70056 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.9710845947s, input_fired_time: 0.6671273708, output_fired_time: 0.6331791878, propagate_forward_time: 18.3758678436, propagate_backward_time: 27.9157161713, weight_update_time: 0.1180166155, other_time: 2.3791961670
epoch time: 4.2526021004s, input_fired_time: 0.0827632844, output_fired_time: 0.0000000000, propagate_forward_time: 3.7504322529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194066525
validation[          , genome  3967] predictions:    9621/  10000 (96.21%), best:    9653/10000 (96.53%), error:      1346.82886, best error:      1245.70056 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.1356277466s, input_fired_time: 0.6682915092, output_fired_time: 0.6368141174, propagate_forward_time: 18.5080051422, propagate_backward_time: 27.9716815948, weight_update_time: 0.1175307110, other_time: 2.3508338928
epoch time: 4.2533707619s, input_fired_time: 0.0827453509, output_fired_time: 0.0000000000, propagate_forward_time: 3.7531089783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175162315
validation[          , genome  3967] predictions:    9649/  10000 (96.49%), best:    9653/10000 (96.53%), error:      1258.67847, best error:      1245.70056 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 50.1363258362s, input_fired_time: 0.6692001820, output_fired_time: 0.6358470321, propagate_forward_time: 18.4769687653, propagate_backward_time: 27.9803752899, weight_update_time: 0.1180847362, other_time: 2.3739356995
epoch time: 4.2829313278s, input_fired_time: 0.0838917121, output_fired_time: 0.0000000000, propagate_forward_time: 3.7762672901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227721691
validation[          , genome  3967] predictions:    9594/  10000 (95.94%), best:    9653/10000 (96.53%), error:      1353.13672, best error:      1245.70056 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.9557762146s, input_fired_time: 0.6671145558, output_fired_time: 0.6338188648, propagate_forward_time: 18.4081401825, propagate_backward_time: 27.8651161194, weight_update_time: 0.1182234958, other_time: 2.3815860748
epoch time: 4.2289986610s, input_fired_time: 0.0823797882, output_fired_time: 0.0000000000, propagate_forward_time: 3.7263298035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202890396
validation[          , genome  3967] predictions:    9615/  10000 (96.15%), best:    9653/10000 (96.53%), error:      1335.48560, best error:      1245.70056 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.4913711548s, input_fired_time: 0.6718567610, output_fired_time: 0.6400756240, propagate_forward_time: 18.6530170441, propagate_backward_time: 28.1497421265, weight_update_time: 0.1187600568, other_time: 2.3766803741
epoch time: 4.2262344360s, input_fired_time: 0.0818734020, output_fired_time: 0.0000000000, propagate_forward_time: 3.7255918980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187691212
validation[          , genome  3967] predictions:    9628/  10000 (96.28%), best:    9653/10000 (96.53%), error:      1321.04773, best error:      1245.70056 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 50.1875267029s, input_fired_time: 0.6696816683, output_fired_time: 0.6364077330, propagate_forward_time: 18.4589214325, propagate_backward_time: 28.0452823639, weight_update_time: 0.1181175113, other_time: 2.3772354126
epoch time: 4.2052679062s, input_fired_time: 0.0845409185, output_fired_time: 0.0000000000, propagate_forward_time: 3.7024903297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182367325
validation[          , genome  3967] predictions:    9571/  10000 (95.71%), best:    9653/10000 (96.53%), error:      1513.62207, best error:      1245.70056 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.3091087341s, input_fired_time: 0.6707898974, output_fired_time: 0.6358575225, propagate_forward_time: 18.5883522034, propagate_backward_time: 28.0419273376, weight_update_time: 0.1186202690, other_time: 2.3721809387
epoch time: 4.2267308235s, input_fired_time: 0.0821437389, output_fired_time: 0.0000000000, propagate_forward_time: 3.7244174480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201695919
validation[          , genome  3967] predictions:    9591/  10000 (95.91%), best:    9653/10000 (96.53%), error:      1430.79004, best error:      1245.70056 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.1034202576s, input_fired_time: 0.6676867604, output_fired_time: 0.6341565251, propagate_forward_time: 18.4970226288, propagate_backward_time: 27.9443454742, weight_update_time: 0.1178906485, other_time: 2.3602104187
epoch time: 4.2698178291s, input_fired_time: 0.0828492790, output_fired_time: 0.0000000000, propagate_forward_time: 3.7658498287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211184978
validation[          , genome  3967] predictions:    9596/  10000 (95.96%), best:    9653/10000 (96.53%), error:      1352.55103, best error:      1245.70056 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 50.0523681641s, input_fired_time: 0.6705499887, output_fired_time: 0.6350119710, propagate_forward_time: 18.4477100372, propagate_backward_time: 27.9307155609, weight_update_time: 0.1182208732, other_time: 2.3683776855
epoch time: 4.2426528931s, input_fired_time: 0.0843207538, output_fired_time: 0.0000000000, propagate_forward_time: 3.7337317467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246006012
validation[          , genome  3967] predictions:    9612/  10000 (96.12%), best:    9653/10000 (96.53%), error:      1339.14026, best error:      1245.70056 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.8362998962s, input_fired_time: 0.6667408943, output_fired_time: 0.6322259307, propagate_forward_time: 18.3422851563, propagate_backward_time: 27.8439540863, weight_update_time: 0.1172056124, other_time: 2.3510951996
epoch time: 4.2192292213s, input_fired_time: 0.0831385776, output_fired_time: 0.0000000000, propagate_forward_time: 3.7138438225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222469330
validation[          , genome  3967] predictions:    9641/  10000 (96.41%), best:    9653/10000 (96.53%), error:      1274.16406, best error:      1245.70056 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.2716827393s, input_fired_time: 0.6709752083, output_fired_time: 0.6382585764, propagate_forward_time: 18.5332584381, propagate_backward_time: 28.0668716431, weight_update_time: 0.1184339300, other_time: 2.3623180389
epoch time: 4.2873616219s, input_fired_time: 0.0838538259, output_fired_time: 0.0000000000, propagate_forward_time: 3.7751166821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283912182
validation[          , genome  3967] predictions:    9618/  10000 (96.18%), best:    9653/10000 (96.53%), error:      1334.13708, best error:      1245.70056 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.4772338867s, input_fired_time: 0.6746298075, output_fired_time: 0.6392568350, propagate_forward_time: 18.6449146271, propagate_backward_time: 28.1412601471, weight_update_time: 0.1188619286, other_time: 2.3771743774
epoch time: 4.1203889847s, input_fired_time: 0.0807009265, output_fired_time: 0.0000000000, propagate_forward_time: 3.6207928658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188952446
validation[          , genome  3967] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1236.82422, best error:      1236.82422 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.8527488708s, input_fired_time: 0.6672319770, output_fired_time: 0.6311152577, propagate_forward_time: 18.3590240479, propagate_backward_time: 27.8317947388, weight_update_time: 0.1177345291, other_time: 2.3635826111
epoch time: 4.1827044487s, input_fired_time: 0.0825425908, output_fired_time: 0.0000000000, propagate_forward_time: 3.6783132553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218487740
validation[          , genome  3967] predictions:    9587/  10000 (95.87%), best:    9644/10000 (96.44%), error:      1460.21594, best error:      1236.82422 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.4623413086s, input_fired_time: 0.6736553907, output_fired_time: 0.6405968070, propagate_forward_time: 18.6582164764, propagate_backward_time: 28.1200008392, weight_update_time: 0.1183038428, other_time: 2.3698692322
epoch time: 4.2484068871s, input_fired_time: 0.0834406540, output_fired_time: 0.0000000000, propagate_forward_time: 3.7409400940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240260124
validation[          , genome  3967] predictions:    9647/  10000 (96.47%), best:    9644/10000 (96.44%), error:      1262.50171, best error:      1236.82422 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.0739059448s, input_fired_time: 0.6704187393, output_fired_time: 0.6338423491, propagate_forward_time: 18.4814968109, propagate_backward_time: 27.9098873138, weight_update_time: 0.1185721755, other_time: 2.3782615662
epoch time: 4.2712144852s, input_fired_time: 0.0843612179, output_fired_time: 0.0000000000, propagate_forward_time: 3.7641744614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226789474
validation[          , genome  3967] predictions:    9650/  10000 (96.50%), best:    9644/10000 (96.44%), error:      1289.49866, best error:      1236.82422 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.2237396240s, input_fired_time: 0.6729014516, output_fired_time: 0.6378216147, propagate_forward_time: 18.5037460327, propagate_backward_time: 28.0324954987, weight_update_time: 0.1184073165, other_time: 2.3767757416
epoch time: 4.2527980804s, input_fired_time: 0.0836787149, output_fired_time: 0.0000000000, propagate_forward_time: 3.7436144352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255049229
validation[          , genome  3967] predictions:    9627/  10000 (96.27%), best:    9644/10000 (96.44%), error:      1299.48438, best error:      1236.82422 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 50.3031692505s, input_fired_time: 0.6729509234, output_fired_time: 0.6374794245, propagate_forward_time: 18.5565757751, propagate_backward_time: 28.0611591339, weight_update_time: 0.1186110824, other_time: 2.3750057220
epoch time: 4.2664070129s, input_fired_time: 0.0848793387, output_fired_time: 0.0000000000, propagate_forward_time: 3.7526330948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288945198
validation[          , genome  3967] predictions:    9633/  10000 (96.33%), best:    9644/10000 (96.44%), error:      1269.78992, best error:      1236.82422 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 50.2279357910s, input_fired_time: 0.6707835793, output_fired_time: 0.6375078559, propagate_forward_time: 18.5540580750, propagate_backward_time: 28.0056018829, weight_update_time: 0.1180949584, other_time: 2.3599834442
epoch time: 4.1626806259s, input_fired_time: 0.0835855380, output_fired_time: 0.0000000000, propagate_forward_time: 3.6593289375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197659492
validation[          , genome  3967] predictions:    9633/  10000 (96.33%), best:    9644/10000 (96.44%), error:      1275.16602, best error:      1236.82422 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.0653915405s, input_fired_time: 0.6709946990, output_fired_time: 0.6346979141, propagate_forward_time: 18.4688110352, propagate_backward_time: 27.9332199097, weight_update_time: 0.1181144342, other_time: 2.3576698303
epoch time: 4.2367963791s, input_fired_time: 0.0841021314, output_fired_time: 0.0000000000, propagate_forward_time: 3.7319283485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207658768
validation[          , genome  3967] predictions:    9590/  10000 (95.90%), best:    9644/10000 (96.44%), error:      1422.75842, best error:      1236.82422 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.1985588074s, input_fired_time: 0.6715511680, output_fired_time: 0.6373052597, propagate_forward_time: 18.4931507111, propagate_backward_time: 28.0388870239, weight_update_time: 0.1178916991, other_time: 2.3576641083
epoch time: 4.1853728294s, input_fired_time: 0.0825497732, output_fired_time: 0.0000000000, propagate_forward_time: 3.6875221729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153010845
validation[          , genome  3967] predictions:    9631/  10000 (96.31%), best:    9644/10000 (96.44%), error:      1300.11243, best error:      1236.82422 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 49.8842658997s, input_fired_time: 0.6702926159, output_fired_time: 0.6328834891, propagate_forward_time: 18.3573894501, propagate_backward_time: 27.8527660370, weight_update_time: 0.1179449633, other_time: 2.3709335327
epoch time: 4.2009687424s, input_fired_time: 0.0825210735, output_fired_time: 0.0000000000, propagate_forward_time: 3.7004332542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180145264
validation[          , genome  3967] predictions:    9624/  10000 (96.24%), best:    9644/10000 (96.44%), error:      1309.07727, best error:      1236.82422 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 50.3760185242s, input_fired_time: 0.6749027967, output_fired_time: 0.6396561265, propagate_forward_time: 18.5638427734, propagate_backward_time: 28.1332759857, weight_update_time: 0.1184533685, other_time: 2.3643398285
epoch time: 4.2664742470s, input_fired_time: 0.0855147466, output_fired_time: 0.0000000000, propagate_forward_time: 3.7571880817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237716198
validation[          , genome  3967] predictions:    9590/  10000 (95.90%), best:    9644/10000 (96.44%), error:      1386.93555, best error:      1236.82422 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.9508590698s, input_fired_time: 0.6715927720, output_fired_time: 0.6333245635, propagate_forward_time: 18.4771575928, propagate_backward_time: 27.7994785309, weight_update_time: 0.1188547462, other_time: 2.3693065643
epoch time: 4.2523880005s, input_fired_time: 0.0839050189, output_fired_time: 0.0000000000, propagate_forward_time: 3.7483355999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201471806
validation[          , genome  3967] predictions:    9623/  10000 (96.23%), best:    9644/10000 (96.44%), error:      1285.80334, best error:      1236.82422 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.2974815369s, input_fired_time: 0.6730335355, output_fired_time: 0.6387424469, propagate_forward_time: 18.5537757874, propagate_backward_time: 28.0773773193, weight_update_time: 0.1182859391, other_time: 2.3545494080
epoch time: 4.1020245552s, input_fired_time: 0.0811683908, output_fired_time: 0.0000000000, propagate_forward_time: 3.6080987453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127576351
validation[          , genome  3967] predictions:    9625/  10000 (96.25%), best:    9644/10000 (96.44%), error:      1380.55737, best error:      1236.82422 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.2751045227s, input_fired_time: 0.6747024059, output_fired_time: 0.6379842758, propagate_forward_time: 18.5155067444, propagate_backward_time: 28.0741500854, weight_update_time: 0.1183345616, other_time: 2.3727607727
epoch time: 4.2282562256s, input_fired_time: 0.0851169378, output_fired_time: 0.0000000000, propagate_forward_time: 3.7224683762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206709862
validation[          , genome  3967] predictions:    9574/  10000 (95.74%), best:    9644/10000 (96.44%), error:      1442.17004, best error:      1236.82422 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 50.3200302124s, input_fired_time: 0.6721279025, output_fired_time: 0.6378663182, propagate_forward_time: 18.5232257843, propagate_backward_time: 28.0993995667, weight_update_time: 0.1188435256, other_time: 2.3874111176
epoch time: 4.2559719086s, input_fired_time: 0.0832819268, output_fired_time: 0.0000000000, propagate_forward_time: 3.7541956902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184942245
validation[          , genome  3967] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1230.37451, best error:      1230.37451 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 49.9535636902s, input_fired_time: 0.6712315083, output_fired_time: 0.6340557337, propagate_forward_time: 18.4376850128, propagate_backward_time: 27.8418197632, weight_update_time: 0.1178179681, other_time: 2.3687725067
epoch time: 4.2376956940s, input_fired_time: 0.0834145322, output_fired_time: 0.0000000000, propagate_forward_time: 3.7375469208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167342186
validation[          , genome  3967] predictions:    9661/  10000 (96.61%), best:    9648/10000 (96.48%), error:      1238.15466, best error:      1230.37451 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.2190856934s, input_fired_time: 0.6753162742, output_fired_time: 0.6385235786, propagate_forward_time: 18.5569438934, propagate_backward_time: 27.9886817932, weight_update_time: 0.1178629994, other_time: 2.3596210480
epoch time: 4.2478346825s, input_fired_time: 0.0848660395, output_fired_time: 0.0000000000, propagate_forward_time: 3.7458369732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171316624
validation[          , genome  3967] predictions:    9599/  10000 (95.99%), best:    9648/10000 (96.48%), error:      1367.31616, best error:      1230.37451 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.2805633545s, input_fired_time: 0.6756070852, output_fired_time: 0.6366553903, propagate_forward_time: 18.5642032623, propagate_backward_time: 28.0270442963, weight_update_time: 0.1185183749, other_time: 2.3770561218
epoch time: 4.2574272156s, input_fired_time: 0.0857861266, output_fired_time: 0.0000000000, propagate_forward_time: 3.7480695248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235713482
validation[          , genome  3967] predictions:    9540/  10000 (95.40%), best:    9648/10000 (96.48%), error:      1581.08350, best error:      1230.37451 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.5541763306s, input_fired_time: 0.6780498028, output_fired_time: 0.6407009363, propagate_forward_time: 18.6567745209, propagate_backward_time: 28.2082748413, weight_update_time: 0.1188024953, other_time: 2.3703746796
epoch time: 4.2585530281s, input_fired_time: 0.0848547667, output_fired_time: 0.0000000000, propagate_forward_time: 3.7531037331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205946922
validation[          , genome  3967] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1223.70178, best error:      1223.70178 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.1683807373s, input_fired_time: 0.6738370061, output_fired_time: 0.6380026340, propagate_forward_time: 18.5042381287, propagate_backward_time: 27.9951534271, weight_update_time: 0.1180463210, other_time: 2.3571491241
epoch time: 4.2280707359s, input_fired_time: 0.0853831843, output_fired_time: 0.0000000000, propagate_forward_time: 3.7196080685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230792522
validation[          , genome  3967] predictions:    9601/  10000 (96.01%), best:    9649/10000 (96.49%), error:      1326.70667, best error:      1223.70178 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 49.8705787659s, input_fired_time: 0.6708873510, output_fired_time: 0.6324549317, propagate_forward_time: 18.3911609650, propagate_backward_time: 27.8049640656, weight_update_time: 0.1177944541, other_time: 2.3711128235
epoch time: 4.1848835945s, input_fired_time: 0.0825528353, output_fired_time: 0.0000000000, propagate_forward_time: 3.6811802387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211504459
validation[          , genome  3967] predictions:    9648/  10000 (96.48%), best:    9649/10000 (96.49%), error:      1269.05542, best error:      1223.70178 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.0194549561s, input_fired_time: 0.6743730903, output_fired_time: 0.6313213110, propagate_forward_time: 18.4012641907, propagate_backward_time: 27.9247798920, weight_update_time: 0.1182710826, other_time: 2.3877162933
epoch time: 4.2462334633s, input_fired_time: 0.0838226005, output_fired_time: 0.0000000000, propagate_forward_time: 3.7424855232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199252129
validation[          , genome  3967] predictions:    9617/  10000 (96.17%), best:    9649/10000 (96.49%), error:      1320.36963, best error:      1223.70178 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.3259162903s, input_fired_time: 0.6786392927, output_fired_time: 0.6397143006, propagate_forward_time: 18.6214790344, propagate_backward_time: 28.0038375854, weight_update_time: 0.1189914867, other_time: 2.3822479248
epoch time: 4.2587218285s, input_fired_time: 0.0838180184, output_fired_time: 0.0000000000, propagate_forward_time: 3.7572171688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176867008
validation[          , genome  3967] predictions:    9632/  10000 (96.32%), best:    9649/10000 (96.49%), error:      1312.51013, best error:      1223.70178 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 50.1823310852s, input_fired_time: 0.6758273244, output_fired_time: 0.6369132400, propagate_forward_time: 18.5074253082, propagate_backward_time: 27.9824733734, weight_update_time: 0.1184471995, other_time: 2.3796920776
epoch time: 4.2493734360s, input_fired_time: 0.0848532468, output_fired_time: 0.0000000000, propagate_forward_time: 3.7428879738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216322899
validation[          , genome  3967] predictions:    9634/  10000 (96.34%), best:    9649/10000 (96.49%), error:      1313.32214, best error:      1223.70178 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.5925445557s, input_fired_time: 0.6802589893, output_fired_time: 0.6407514811, propagate_forward_time: 18.6564788818, propagate_backward_time: 28.2105636597, weight_update_time: 0.1194655970, other_time: 2.4044914246
epoch time: 4.2531895638s, input_fired_time: 0.0826885030, output_fired_time: 0.0000000000, propagate_forward_time: 3.7526948452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178063869
validation[          , genome  3967] predictions:    9523/  10000 (95.23%), best:    9649/10000 (96.49%), error:      1643.53162, best error:      1223.70178 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.9109191895s, input_fired_time: 0.6744474173, output_fired_time: 0.6350698471, propagate_forward_time: 18.4049568176, propagate_backward_time: 27.8402423859, weight_update_time: 0.1176848635, other_time: 2.3562030792
epoch time: 4.2420034409s, input_fired_time: 0.0843576193, output_fired_time: 0.0000000000, propagate_forward_time: 3.7368960381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207496643
validation[          , genome  3967] predictions:    9617/  10000 (96.17%), best:    9649/10000 (96.49%), error:      1322.89160, best error:      1223.70178 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 50.4720382690s, input_fired_time: 0.6784087420, output_fired_time: 0.6479891539, propagate_forward_time: 18.6408443451, propagate_backward_time: 28.1247863770, weight_update_time: 0.1188173667, other_time: 2.3800106049
epoch time: 4.2533102036s, input_fired_time: 0.0854410306, output_fired_time: 0.0000000000, propagate_forward_time: 3.7524986267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153704643
validation[          , genome  3967] predictions:    9631/  10000 (96.31%), best:    9649/10000 (96.49%), error:      1284.11389, best error:      1223.70178 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.3416786194s, input_fired_time: 0.6745786667, output_fired_time: 0.6407753825, propagate_forward_time: 18.5524635315, propagate_backward_time: 28.1306800842, weight_update_time: 0.1177421808, other_time: 2.3431816101
epoch time: 4.2367200851s, input_fired_time: 0.0854635313, output_fired_time: 0.0000000000, propagate_forward_time: 3.7321357727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191207886
validation[          , genome  3967] predictions:    9594/  10000 (95.94%), best:    9649/10000 (96.49%), error:      1403.80359, best error:      1223.70178 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.0410919189s, input_fired_time: 0.6731417179, output_fired_time: 0.6361617446, propagate_forward_time: 18.4279136658, propagate_backward_time: 27.9321098328, weight_update_time: 0.1178404987, other_time: 2.3717651367
epoch time: 4.2169365883s, input_fired_time: 0.0838497058, output_fired_time: 0.0000000000, propagate_forward_time: 3.7203345299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127521515
validation[          , genome  3967] predictions:    9612/  10000 (96.12%), best:    9649/10000 (96.49%), error:      1354.06787, best error:      1223.70178 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.1942749023s, input_fired_time: 0.6744630933, output_fired_time: 0.6377592087, propagate_forward_time: 18.4821662903, propagate_backward_time: 28.0361614227, weight_update_time: 0.1182588041, other_time: 2.3637256622
epoch time: 4.1427378654s, input_fired_time: 0.0819517598, output_fired_time: 0.0000000000, propagate_forward_time: 3.6478302479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129559994
validation[          , genome  3967] predictions:    9635/  10000 (96.35%), best:    9649/10000 (96.49%), error:      1307.36646, best error:      1223.70178 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.1361808777s, input_fired_time: 0.6776465774, output_fired_time: 0.6352087259, propagate_forward_time: 18.4862499237, propagate_backward_time: 27.9562015533, weight_update_time: 0.1182286069, other_time: 2.3808746338
epoch time: 3.9725518227s, input_fired_time: 0.0806348845, output_fired_time: 0.0000000000, propagate_forward_time: 3.4863293171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055876732
validation[          , genome  3967] predictions:    9633/  10000 (96.33%), best:    9649/10000 (96.49%), error:      1289.89893, best error:      1223.70178 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 50.1331710815s, input_fired_time: 0.6781610847, output_fired_time: 0.6367610097, propagate_forward_time: 18.4964866638, propagate_backward_time: 27.9513626099, weight_update_time: 0.1183612347, other_time: 2.3703994751
epoch time: 4.2780914307s, input_fired_time: 0.0859976038, output_fired_time: 0.0000000000, propagate_forward_time: 3.7669858932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251079559
validation[          , genome  3967] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1210.48315, best error:      1210.48315 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 50.2104797363s, input_fired_time: 0.6772403121, output_fired_time: 0.6386590004, propagate_forward_time: 18.5281047821, propagate_backward_time: 28.0072879791, weight_update_time: 0.1179659516, other_time: 2.3591880798
epoch time: 4.2061824799s, input_fired_time: 0.0841518119, output_fired_time: 0.0000000000, propagate_forward_time: 3.7067806721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152500629
validation[          , genome  3967] predictions:    9621/  10000 (96.21%), best:    9659/10000 (96.59%), error:      1296.17578, best error:      1210.48315 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.3449630737s, input_fired_time: 0.6793359518, output_fired_time: 0.6389108300, propagate_forward_time: 18.5210838318, propagate_backward_time: 28.1111450195, weight_update_time: 0.1185101867, other_time: 2.3944854736
epoch time: 4.2242612839s, input_fired_time: 0.0836915448, output_fired_time: 0.0000000000, propagate_forward_time: 3.7185461521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220235348
validation[          , genome  3967] predictions:    9625/  10000 (96.25%), best:    9659/10000 (96.59%), error:      1338.16992, best error:      1210.48315 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 50.1641197205s, input_fired_time: 0.6749766469, output_fired_time: 0.6343141198, propagate_forward_time: 18.5047931671, propagate_backward_time: 27.9751472473, weight_update_time: 0.1180120036, other_time: 2.3748874664
epoch time: 4.2300701141s, input_fired_time: 0.0839557275, output_fired_time: 0.0000000000, propagate_forward_time: 3.7215199471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245944023
validation[          , genome  3967] predictions:    9634/  10000 (96.34%), best:    9659/10000 (96.59%), error:      1256.58594, best error:      1210.48315 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.3949050903s, input_fired_time: 0.6765220761, output_fired_time: 0.6407256722, propagate_forward_time: 18.5696334839, propagate_backward_time: 28.1528282166, weight_update_time: 0.1183765456, other_time: 2.3551979065
epoch time: 4.1995754242s, input_fired_time: 0.0830720216, output_fired_time: 0.0000000000, propagate_forward_time: 3.7006421089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158611298
validation[          , genome  3967] predictions:    9646/  10000 (96.46%), best:    9659/10000 (96.59%), error:      1282.93799, best error:      1210.48315 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 50.3232345581s, input_fired_time: 0.6754481792, output_fired_time: 0.6398013234, propagate_forward_time: 18.5771865845, propagate_backward_time: 28.0840492249, weight_update_time: 0.1181553528, other_time: 2.3467483521
epoch time: 4.2094855309s, input_fired_time: 0.0829378590, output_fired_time: 0.0000000000, propagate_forward_time: 3.7059082985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206395149
validation[          , genome  3967] predictions:    9643/  10000 (96.43%), best:    9659/10000 (96.59%), error:      1322.43689, best error:      1210.48315 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.4813919067s, input_fired_time: 0.6781159043, output_fired_time: 0.6417613029, propagate_forward_time: 18.5864982605, propagate_backward_time: 28.2037124634, weight_update_time: 0.1184999570, other_time: 2.3713035583
epoch time: 4.2284908295s, input_fired_time: 0.0845875442, output_fired_time: 0.0000000000, propagate_forward_time: 3.7258565426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180467129
validation[          , genome  3967] predictions:    9627/  10000 (96.27%), best:    9659/10000 (96.59%), error:      1347.38159, best error:      1210.48315 on epoch:    94, 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: 21.0889453888s, input_fired_time: 0.4230213761, output_fired_time: 0.0000000000, propagate_forward_time: 18.4680824280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1978416443
best training[          , genome  3967] predictions:   49039/  50000 (98.08%), best:    9659/10000 (96.59%), error:      3674.70947, best error:      1210.48315 on epoch:    94, 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: 3.9740989208s, input_fired_time: 0.0814351439, output_fired_time: 0.0000000000, propagate_forward_time: 3.4857807159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068830013
   testing[          , genome  3967] predictions:    9686/  10000 (96.86%), best:    9659/10000 (96.59%), error:      1136.47876, best error:      1210.48315 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:59:18 (7800): called boinc_finish(0)

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