Nameexact_genome_1512568488_42_6948_1
Workunit2605945
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline15 Dec 2017, 18:19:33 UTC
Received8 Dec 2017, 5:00:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 12 min 32 sec
CPU time2 hours 12 min
Validate stateValid
Credit1,952.06
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
rning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 72.5264511108s, input_fired_time: 1.2623709440, output_fired_time: 0.8759872913, propagate_forward_time: 27.9542713165, propagate_backward_time: 40.1798248291, weight_update_time: 0.0948823988, other_time: 2.2540054321
epoch time: 6.1836981773s, input_fired_time: 0.1367447525, output_fired_time: 0.0000000000, propagate_forward_time: 5.6367988586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101543427
validation[          , genome  6948] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       923.72388, best error:       923.72388 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 71.7154541016s, input_fired_time: 1.2242610455, output_fired_time: 0.8544956446, propagate_forward_time: 27.6937503815, propagate_backward_time: 39.7205963135, weight_update_time: 0.0947466046, other_time: 2.2223587036
epoch time: 6.2005295753s, input_fired_time: 0.1383617073, output_fired_time: 0.0000000000, propagate_forward_time: 5.6606502533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015173912
validation[          , genome  6948] predictions:    9695/  10000 (96.95%), best:    9727/10000 (97.27%), error:      1000.33435, best error:       923.72388 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.5335159302s, input_fired_time: 1.2595276833, output_fired_time: 0.8608784080, propagate_forward_time: 27.9985618591, propagate_backward_time: 40.1230850220, weight_update_time: 0.0943718776, other_time: 2.2914619446
epoch time: 6.1243271828s, input_fired_time: 0.1416060030, output_fired_time: 0.0000000000, propagate_forward_time: 5.5872001648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955211639
validation[          , genome  6948] predictions:    9676/  10000 (96.76%), best:    9727/10000 (97.27%), error:      1072.43298, best error:       923.72388 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 72.6698837280s, input_fired_time: 1.2755627632, output_fired_time: 0.8631154895, propagate_forward_time: 28.0469913483, propagate_backward_time: 40.1648483276, weight_update_time: 0.0944588110, other_time: 2.3193664551
epoch time: 6.1640782356s, input_fired_time: 0.1289099157, output_fired_time: 0.0000000000, propagate_forward_time: 5.6490125656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861556053
validation[          , genome  6948] predictions:    9670/  10000 (96.70%), best:    9727/10000 (97.27%), error:      1031.34912, best error:       923.72388 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 72.5892868042s, input_fired_time: 1.2474991083, output_fired_time: 0.8583839536, propagate_forward_time: 28.0416469574, propagate_backward_time: 40.1795158386, weight_update_time: 0.0941213146, other_time: 2.2622413635
epoch time: 6.3483119011s, input_fired_time: 0.1420477927, output_fired_time: 0.0000000000, propagate_forward_time: 5.7965984344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096655846
validation[          , genome  6948] predictions:    9699/  10000 (96.99%), best:    9727/10000 (97.27%), error:       978.26947, best error:       923.72388 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 72.0971908569s, input_fired_time: 1.2366187572, output_fired_time: 0.8593130112, propagate_forward_time: 27.8170757294, propagate_backward_time: 39.9204063416, weight_update_time: 0.0940815881, other_time: 2.2637748718
epoch time: 6.0420222282s, input_fired_time: 0.1342135519, output_fired_time: 0.0000000000, propagate_forward_time: 5.5241365433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836722374
validation[          , genome  6948] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       844.18433, best error:       844.18433 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 71.8318939209s, input_fired_time: 1.2308806181, output_fired_time: 0.8616235852, propagate_forward_time: 27.7743797302, propagate_backward_time: 39.7269210815, weight_update_time: 0.0940709263, other_time: 2.2380867004
epoch time: 6.0501646996s, input_fired_time: 0.1301589459, output_fired_time: 0.0000000000, propagate_forward_time: 5.5342149734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857908249
validation[          , genome  6948] predictions:    9736/  10000 (97.36%), best:    9747/10000 (97.47%), error:       905.98413, best error:       844.18433 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 72.0654373169s, input_fired_time: 1.2306206226, output_fired_time: 0.8533915281, propagate_forward_time: 27.7737960815, propagate_backward_time: 39.9669685364, weight_update_time: 0.0936372280, other_time: 2.2406578064
epoch time: 6.0521936417s, input_fired_time: 0.1308429986, output_fired_time: 0.0000000000, propagate_forward_time: 5.5352869034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860635757
validation[          , genome  6948] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       927.88110, best error:       844.18433 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.1081237793s, input_fired_time: 1.2287410498, output_fired_time: 0.8561320901, propagate_forward_time: 27.8503341675, propagate_backward_time: 39.9152984619, weight_update_time: 0.0945809111, other_time: 2.2576141357
epoch time: 6.1918277740s, input_fired_time: 0.1356934458, output_fired_time: 0.0000000000, propagate_forward_time: 5.6491012573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070329666
validation[          , genome  6948] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       899.25323, best error:       844.18433 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 72.4096603394s, input_fired_time: 1.2555048466, output_fired_time: 0.8728069663, propagate_forward_time: 27.9776687622, propagate_backward_time: 40.0266532898, weight_update_time: 0.0938726142, other_time: 2.2770195007
epoch time: 6.1066374779s, input_fired_time: 0.1367768049, output_fired_time: 0.0000000000, propagate_forward_time: 5.5710921288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987684250
validation[          , genome  6948] predictions:    9706/  10000 (97.06%), best:    9747/10000 (97.47%), error:       995.40991, best error:       844.18433 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 72.8112945557s, input_fired_time: 1.2748098373, output_fired_time: 0.8648172021, propagate_forward_time: 28.0395908356, propagate_backward_time: 40.3172378540, weight_update_time: 0.0941315815, other_time: 2.3148422241
epoch time: 6.1080327034s, input_fired_time: 0.1365702599, output_fired_time: 0.0000000000, propagate_forward_time: 5.5729632378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984990120
validation[          , genome  6948] predictions:    9749/  10000 (97.49%), best:    9747/10000 (97.47%), error:       869.77893, best error:       844.18433 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 72.3557052612s, input_fired_time: 1.2506248951, output_fired_time: 0.8685045838, propagate_forward_time: 27.9685211182, propagate_backward_time: 39.9866523743, weight_update_time: 0.0934130177, other_time: 2.2813987732
epoch time: 6.1277723312s, input_fired_time: 0.1346730441, output_fired_time: 0.0000000000, propagate_forward_time: 5.5879268646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051723480
validation[          , genome  6948] predictions:    9711/  10000 (97.11%), best:    9747/10000 (97.47%), error:       964.90863, best error:       844.18433 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.9525909424s, input_fired_time: 1.2602461576, output_fired_time: 0.8844894767, propagate_forward_time: 27.7387027740, propagate_backward_time: 39.8382644653, weight_update_time: 0.0938599333, other_time: 2.2308883667
epoch time: 6.2619776726s, input_fired_time: 0.1364104450, output_fired_time: 0.0000000000, propagate_forward_time: 5.7336835861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918838501
validation[          , genome  6948] predictions:    9721/  10000 (97.21%), best:    9747/10000 (97.47%), error:       923.57037, best error:       844.18433 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 72.3613281250s, input_fired_time: 1.2392227650, output_fired_time: 0.8560003042, propagate_forward_time: 27.9095211029, propagate_backward_time: 40.0838050842, weight_update_time: 0.0934347436, other_time: 2.2727775574
epoch time: 6.0772061348s, input_fired_time: 0.1349524409, output_fired_time: 0.0000000000, propagate_forward_time: 5.5522871017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899664879
validation[          , genome  6948] predictions:    9725/  10000 (97.25%), best:    9747/10000 (97.47%), error:       916.71069, best error:       844.18433 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 71.7884140015s, input_fired_time: 1.2172859907, output_fired_time: 0.8536256552, propagate_forward_time: 27.7379932404, propagate_backward_time: 39.7672615051, weight_update_time: 0.0938355550, other_time: 2.2122535706
epoch time: 6.2242560387s, input_fired_time: 0.1421447098, output_fired_time: 0.0000000000, propagate_forward_time: 5.6771903038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049210548
validation[          , genome  6948] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:      1018.57666, best error:       844.18433 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 71.9046325684s, input_fired_time: 1.2486418486, output_fired_time: 0.8539682627, propagate_forward_time: 27.7169780731, propagate_backward_time: 39.8304367065, weight_update_time: 0.0927593037, other_time: 2.2546081543
epoch time: 6.1134309769s, input_fired_time: 0.1371831894, output_fired_time: 0.0000000000, propagate_forward_time: 5.5753226280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009251595
validation[          , genome  6948] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       846.32782, best error:       844.18433 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 71.9916381836s, input_fired_time: 1.2257716656, output_fired_time: 0.8563048244, propagate_forward_time: 27.7823257446, propagate_backward_time: 39.8867950439, weight_update_time: 0.0940365195, other_time: 2.2404403687
epoch time: 6.1072955132s, input_fired_time: 0.1324589103, output_fired_time: 0.0000000000, propagate_forward_time: 5.5846185684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902182579
validation[          , genome  6948] predictions:    9750/  10000 (97.50%), best:    9747/10000 (97.47%), error:       859.11823, best error:       844.18433 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 72.2535781860s, input_fired_time: 1.2295713425, output_fired_time: 0.8600935936, propagate_forward_time: 27.9325618744, propagate_backward_time: 39.9698791504, weight_update_time: 0.0938219130, other_time: 2.2614746094
epoch time: 6.0971021652s, input_fired_time: 0.1368777454, output_fired_time: 0.0000000000, propagate_forward_time: 5.5629754066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972492218
validation[          , genome  6948] predictions:    9697/  10000 (96.97%), best:    9747/10000 (97.47%), error:       974.26886, best error:       844.18433 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 72.0856552124s, input_fired_time: 1.2277160883, output_fired_time: 0.8649592400, propagate_forward_time: 27.7986907959, propagate_backward_time: 39.9430809021, weight_update_time: 0.0938103199, other_time: 2.2512092590
epoch time: 6.1480631828s, input_fired_time: 0.1279217601, output_fired_time: 0.0000000000, propagate_forward_time: 5.6356801987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844614029
validation[          , genome  6948] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       887.51990, best error:       844.18433 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 71.9764404297s, input_fired_time: 1.2214015722, output_fired_time: 0.8536583781, propagate_forward_time: 27.8361606598, propagate_backward_time: 39.8268318176, weight_update_time: 0.0941756144, other_time: 2.2383842468
epoch time: 6.2192659378s, input_fired_time: 0.1318195462, output_fired_time: 0.0000000000, propagate_forward_time: 5.6979980469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894481659
validation[          , genome  6948] predictions:    9733/  10000 (97.33%), best:    9747/10000 (97.47%), error:       906.56299, best error:       844.18433 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 72.3839187622s, input_fired_time: 1.2198504210, output_fired_time: 0.8569409847, propagate_forward_time: 28.0270881653, propagate_backward_time: 40.0124778748, weight_update_time: 0.0941023380, other_time: 2.2675628662
epoch time: 6.0457563400s, input_fired_time: 0.1291950047, output_fired_time: 0.0000000000, propagate_forward_time: 5.5290427208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875184059
validation[          , genome  6948] predictions:    9733/  10000 (97.33%), best:    9747/10000 (97.47%), error:       882.72229, best error:       844.18433 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 72.0981063843s, input_fired_time: 1.2176188231, output_fired_time: 0.8546422720, propagate_forward_time: 27.8241996765, propagate_backward_time: 39.9842720032, weight_update_time: 0.0937994346, other_time: 2.2173690796
epoch time: 6.4277105331s, input_fired_time: 0.1408104151, output_fired_time: 0.0000000000, propagate_forward_time: 5.8803720474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065279961
validation[          , genome  6948] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       986.30438, best error:       844.18433 on epoch:    19, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 72.0344467163s, input_fired_time: 1.2290263176, output_fired_time: 0.8551642895, propagate_forward_time: 27.8233642578, propagate_backward_time: 39.8827209473, weight_update_time: 0.0934305042, other_time: 2.2441711426
epoch time: 6.1006035805s, input_fired_time: 0.1299545020, output_fired_time: 0.0000000000, propagate_forward_time: 5.5865817070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840675354
validation[          , genome  6948] predictions:    9645/  10000 (96.45%), best:    9747/10000 (97.47%), error:      1163.65027, best error:       844.18433 on epoch:    19, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 71.5845108032s, input_fired_time: 1.2066091299, output_fired_time: 0.8532241583, propagate_forward_time: 27.6733455658, propagate_backward_time: 39.6573982239, weight_update_time: 0.0937205106, other_time: 2.1939277649
epoch time: 6.0694913864s, input_fired_time: 0.1310318112, output_fired_time: 0.0000000000, propagate_forward_time: 5.5521826744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862767220
validation[          , genome  6948] predictions:    9723/  10000 (97.23%), best:    9747/10000 (97.47%), error:       878.30792, best error:       844.18433 on epoch:    19, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 71.9314270020s, input_fired_time: 1.2308589220, output_fired_time: 0.8557969332, propagate_forward_time: 27.8030414581, propagate_backward_time: 39.7858200073, weight_update_time: 0.0947396085, other_time: 2.2559127808
epoch time: 6.0639057159s, input_fired_time: 0.1395895481, output_fired_time: 0.0000000000, propagate_forward_time: 5.5383839607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859324455
validation[          , genome  6948] predictions:    9714/  10000 (97.14%), best:    9747/10000 (97.47%), error:       947.35675, best error:       844.18433 on epoch:    19, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.9956512451s, input_fired_time: 1.2390197515, output_fired_time: 0.8552611470, propagate_forward_time: 27.8065071106, propagate_backward_time: 39.8659133911, weight_update_time: 0.0938398615, other_time: 2.2289466858
epoch time: 6.2311954498s, input_fired_time: 0.1406472474, output_fired_time: 0.0000000000, propagate_forward_time: 5.6665763855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239716530
validation[          , genome  6948] predictions:    9721/  10000 (97.21%), best:    9747/10000 (97.47%), error:       969.21545, best error:       844.18433 on epoch:    19, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 72.0196456909s, input_fired_time: 1.2283766270, output_fired_time: 0.8559904099, propagate_forward_time: 27.8680915833, propagate_backward_time: 39.8393402100, weight_update_time: 0.0941267684, other_time: 2.2278480530
epoch time: 6.2739858627s, input_fired_time: 0.1341812909, output_fired_time: 0.0000000000, propagate_forward_time: 5.7474856377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923187256
validation[          , genome  6948] predictions:    9673/  10000 (96.73%), best:    9747/10000 (97.47%), error:      1035.82251, best error:       844.18433 on epoch:    19, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 71.9182205200s, input_fired_time: 1.2311841249, output_fired_time: 0.8613646030, propagate_forward_time: 27.7583103180, propagate_backward_time: 39.8283920288, weight_update_time: 0.0945480168, other_time: 2.2389678955
epoch time: 6.0724186897s, input_fired_time: 0.1323320866, output_fired_time: 0.0000000000, propagate_forward_time: 5.5445356369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955507278
validation[          , genome  6948] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       875.07739, best error:       844.18433 on epoch:    19, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.8675155640s, input_fired_time: 1.2341306210, output_fired_time: 0.8575994968, propagate_forward_time: 27.7674827576, propagate_backward_time: 39.7640037537, weight_update_time: 0.0948509425, other_time: 2.2443008423
epoch time: 6.1331782341s, input_fired_time: 0.1342929006, output_fired_time: 0.0000000000, propagate_forward_time: 5.6091690063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897161484
validation[          , genome  6948] predictions:    9718/  10000 (97.18%), best:    9747/10000 (97.47%), error:       963.59259, best error:       844.18433 on epoch:    19, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 71.9342422485s, input_fired_time: 1.2309859991, output_fired_time: 0.8559794426, propagate_forward_time: 27.8037528992, propagate_backward_time: 39.8025817871, weight_update_time: 0.0946381688, other_time: 2.2409400940
epoch time: 6.6770567894s, input_fired_time: 0.1540882438, output_fired_time: 0.0000000000, propagate_forward_time: 6.0462427139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767260551
validation[          , genome  6948] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       829.09088, best error:       829.09088 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.5410995483s, input_fired_time: 1.2773140669, output_fired_time: 0.8833822608, propagate_forward_time: 28.6316986084, propagate_backward_time: 41.3782958984, weight_update_time: 0.0968685672, other_time: 2.3704071045
epoch time: 6.1194858551s, input_fired_time: 0.1364384741, output_fired_time: 0.0000000000, propagate_forward_time: 5.5793919563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036555290
validation[          , genome  6948] predictions:    9686/  10000 (96.86%), best:    9750/10000 (97.50%), error:      1015.60724, best error:       829.09088 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 73.2152252197s, input_fired_time: 1.2832823992, output_fired_time: 0.8674681187, propagate_forward_time: 28.1651687622, propagate_backward_time: 40.5851287842, weight_update_time: 0.0946962386, other_time: 2.3141784668
epoch time: 6.0934572220s, input_fired_time: 0.1367932707, output_fired_time: 0.0000000000, propagate_forward_time: 5.5514369011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052271843
validation[          , genome  6948] predictions:    9549/  10000 (95.49%), best:    9750/10000 (97.50%), error:      1512.34888, best error:       829.09088 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 72.5582275391s, input_fired_time: 1.2941621542, output_fired_time: 0.8604676127, propagate_forward_time: 28.0041675568, propagate_backward_time: 40.0934944153, weight_update_time: 0.0937427133, other_time: 2.3059425354
epoch time: 6.1032691002s, input_fired_time: 0.1351630688, output_fired_time: 0.0000000000, propagate_forward_time: 5.5749659538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931403160
validation[          , genome  6948] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       849.50049, best error:       829.09088 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 72.3361434937s, input_fired_time: 1.2393684387, output_fired_time: 0.8597077131, propagate_forward_time: 27.9824371338, propagate_backward_time: 40.0011405945, weight_update_time: 0.0945007578, other_time: 2.2534828186
epoch time: 6.0889725685s, input_fired_time: 0.1355391145, output_fired_time: 0.0000000000, propagate_forward_time: 5.5596075058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938260078
validation[          , genome  6948] predictions:    9699/  10000 (96.99%), best:    9750/10000 (97.50%), error:      1014.19299, best error:       829.09088 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.3447189331s, input_fired_time: 1.2570292950, output_fired_time: 0.8630564809, propagate_forward_time: 27.9108676910, propagate_backward_time: 40.0317382812, weight_update_time: 0.0940982848, other_time: 2.2820281982
epoch time: 6.2356939316s, input_fired_time: 0.1384523064, output_fired_time: 0.0000000000, propagate_forward_time: 5.6961965561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010448456
validation[          , genome  6948] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       915.85199, best error:       829.09088 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.6945953369s, input_fired_time: 1.2479794025, output_fired_time: 0.8633151054, propagate_forward_time: 28.0502128601, propagate_backward_time: 40.2518768311, weight_update_time: 0.0948669091, other_time: 2.2812156677
epoch time: 6.0971183777s, input_fired_time: 0.1349939555, output_fired_time: 0.0000000000, propagate_forward_time: 5.5694279671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926963806
validation[          , genome  6948] predictions:    9678/  10000 (96.78%), best:    9750/10000 (97.50%), error:      1017.78809, best error:       829.09088 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 72.2293853760s, input_fired_time: 1.2502752542, output_fired_time: 0.8569618464, propagate_forward_time: 27.8189773560, propagate_backward_time: 40.0478096008, weight_update_time: 0.0938083306, other_time: 2.2553596497
epoch time: 6.2503185272s, input_fired_time: 0.1423132867, output_fired_time: 0.0000000000, propagate_forward_time: 5.6834669113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245381355
validation[          , genome  6948] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       937.43890, best error:       829.09088 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 73.2313308716s, input_fired_time: 1.2865887880, output_fired_time: 0.8746001720, propagate_forward_time: 28.2092037201, propagate_backward_time: 40.5694046021, weight_update_time: 0.0955955535, other_time: 2.2915267944
epoch time: 6.4477715492s, input_fired_time: 0.1421453655, output_fired_time: 0.0000000000, propagate_forward_time: 5.8863697052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192566872
validation[          , genome  6948] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       953.71979, best error:       829.09088 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 72.5200805664s, input_fired_time: 1.2473260164, output_fired_time: 0.8687124252, propagate_forward_time: 27.9819526672, propagate_backward_time: 40.1292495728, weight_update_time: 0.0963421091, other_time: 2.2928352356
epoch time: 6.3462200165s, input_fired_time: 0.1378602237, output_fired_time: 0.0000000000, propagate_forward_time: 5.8019561768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064035416
validation[          , genome  6948] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       810.66754, best error:       810.66754 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 72.9018020630s, input_fired_time: 1.2508276701, output_fired_time: 0.8648721576, propagate_forward_time: 28.2047348022, propagate_backward_time: 40.3013839722, weight_update_time: 0.0954580680, other_time: 2.2799835205
epoch time: 6.3141756058s, input_fired_time: 0.1432748437, output_fired_time: 0.0000000000, propagate_forward_time: 5.7495622635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213385582
validation[          , genome  6948] predictions:    9751/  10000 (97.51%), best:    9758/10000 (97.58%), error:       817.34711, best error:       810.66754 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.1832809448s, input_fired_time: 1.2436909676, output_fired_time: 0.8580454588, propagate_forward_time: 27.9018211365, propagate_backward_time: 39.9360237122, weight_update_time: 0.0941146314, other_time: 2.2436981201
epoch time: 6.0850095749s, input_fired_time: 0.1411822438, output_fired_time: 0.0000000000, propagate_forward_time: 5.5488414764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949856758
validation[          , genome  6948] predictions:    9357/  10000 (93.57%), best:    9758/10000 (97.58%), error:      2127.07593, best error:       810.66754 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

resetting weights to those on epoch: 52
epoch time: 71.9150619507s, input_fired_time: 1.2204643488, output_fired_time: 0.8544257283, propagate_forward_time: 27.8201103210, propagate_backward_time: 39.8178520203, weight_update_time: 0.0937803835, other_time: 2.2022094727
epoch time: 6.0661802292s, input_fired_time: 0.1300201714, output_fired_time: 0.0000000000, propagate_forward_time: 5.5544643402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816957474
validation[          , genome  6948] predictions:    9666/  10000 (96.66%), best:    9758/10000 (97.58%), error:      1143.48950, best error:       810.66754 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 71.7102127075s, input_fired_time: 1.2257149220, output_fired_time: 0.8610835075, propagate_forward_time: 27.6842861176, propagate_backward_time: 39.7269477844, weight_update_time: 0.0938845649, other_time: 2.2121772766
epoch time: 6.0834183693s, input_fired_time: 0.1314248294, output_fired_time: 0.0000000000, propagate_forward_time: 5.5592117310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927817345
validation[          , genome  6948] predictions:    9714/  10000 (97.14%), best:    9758/10000 (97.58%), error:       961.13177, best error:       810.66754 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 71.5767669678s, input_fired_time: 1.2197892666, output_fired_time: 0.8522709012, propagate_forward_time: 27.7004318237, propagate_backward_time: 39.6211662292, weight_update_time: 0.0943372101, other_time: 2.1831092834
epoch time: 6.0738453865s, input_fired_time: 0.1315119267, output_fired_time: 0.0000000000, propagate_forward_time: 5.5540857315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882474899
validation[          , genome  6948] predictions:    9630/  10000 (96.30%), best:    9758/10000 (97.58%), error:      1296.80566, best error:       810.66754 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 72.2392501831s, input_fired_time: 1.2320740223, output_fired_time: 0.8939743638, propagate_forward_time: 27.8567790985, propagate_backward_time: 40.0090217590, weight_update_time: 0.0944482610, other_time: 2.2474021912
epoch time: 6.1700892448s, input_fired_time: 0.1482440531, output_fired_time: 0.0000000000, propagate_forward_time: 5.6308674812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909778595
validation[          , genome  6948] predictions:    9684/  10000 (96.84%), best:    9758/10000 (97.58%), error:      1015.74420, best error:       810.66754 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 72.4886779785s, input_fired_time: 1.2465199232, output_fired_time: 0.8586377501, propagate_forward_time: 28.0499229431, propagate_backward_time: 40.0613479614, weight_update_time: 0.0938968733, other_time: 2.2722511292
epoch time: 6.0862631798s, input_fired_time: 0.1388568729, output_fired_time: 0.0000000000, propagate_forward_time: 5.5567283630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906779289
validation[          , genome  6948] predictions:    9679/  10000 (96.79%), best:    9758/10000 (97.58%), error:      1057.91223, best error:       810.66754 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 71.8561248779s, input_fired_time: 1.2257826328, output_fired_time: 0.8553578258, propagate_forward_time: 27.7584514618, propagate_backward_time: 39.7784423828, weight_update_time: 0.0938784182, other_time: 2.2380905151
epoch time: 6.0175890923s, input_fired_time: 0.1268473119, output_fired_time: 0.0000000000, propagate_forward_time: 5.5121126175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786292076
validation[          , genome  6948] predictions:    9662/  10000 (96.62%), best:    9758/10000 (97.58%), error:      1020.53436, best error:       810.66754 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.2703857422s, input_fired_time: 1.2364966869, output_fired_time: 0.8605421185, propagate_forward_time: 27.9161186218, propagate_backward_time: 39.9946403503, weight_update_time: 0.0948237330, other_time: 2.2625885010
epoch time: 6.1473550797s, input_fired_time: 0.1407950222, output_fired_time: 0.0000000000, propagate_forward_time: 5.6036634445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028964043
validation[          , genome  6948] predictions:    9671/  10000 (96.71%), best:    9758/10000 (97.58%), error:      1074.71704, best error:       810.66754 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.6244583130s, input_fired_time: 1.2590905428, output_fired_time: 0.8634331822, propagate_forward_time: 28.0627288818, propagate_backward_time: 40.1508331299, weight_update_time: 0.0956032202, other_time: 2.2883682251
epoch time: 6.1768131256s, input_fired_time: 0.1364061236, output_fired_time: 0.0000000000, propagate_forward_time: 5.6468257904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935813904
validation[          , genome  6948] predictions:    9714/  10000 (97.14%), best:    9758/10000 (97.58%), error:       965.52545, best error:       810.66754 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.2620010376s, input_fired_time: 1.2434272766, output_fired_time: 0.8600661755, propagate_forward_time: 27.9162330627, propagate_backward_time: 39.9720687866, weight_update_time: 0.0943330899, other_time: 2.2701988220
epoch time: 6.1495118141s, input_fired_time: 0.1385990679, output_fired_time: 0.0000000000, propagate_forward_time: 5.6039571762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069557190
validation[          , genome  6948] predictions:    9526/  10000 (95.26%), best:    9758/10000 (97.58%), error:      1545.47937, best error:       810.66754 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 72.2806320190s, input_fired_time: 1.2308709621, output_fired_time: 0.8557874560, propagate_forward_time: 27.9631347656, propagate_backward_time: 39.9524040222, weight_update_time: 0.0940455496, other_time: 2.2784309387
epoch time: 6.0331902504s, input_fired_time: 0.1314858943, output_fired_time: 0.0000000000, propagate_forward_time: 5.5173068047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843975067
validation[          , genome  6948] predictions:    9551/  10000 (95.51%), best:    9758/10000 (97.58%), error:      1522.92810, best error:       810.66754 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 72.0168457031s, input_fired_time: 1.2307641506, output_fired_time: 0.8556976318, propagate_forward_time: 27.7887496948, propagate_backward_time: 39.9048500061, weight_update_time: 0.0944043100, other_time: 2.2367820740
epoch time: 6.0537772179s, input_fired_time: 0.1298396438, output_fired_time: 0.0000000000, propagate_forward_time: 5.5350255966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889122009
validation[          , genome  6948] predictions:    9705/  10000 (97.05%), best:    9758/10000 (97.58%), error:       981.72089, best error:       810.66754 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.9362258911s, input_fired_time: 1.2402755022, output_fired_time: 0.8633549213, propagate_forward_time: 27.7693252563, propagate_backward_time: 39.8300666809, weight_update_time: 0.0938941017, other_time: 2.2332038879
epoch time: 6.0544714928s, input_fired_time: 0.1287697405, output_fired_time: 0.0000000000, propagate_forward_time: 5.5392498970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864517212
validation[          , genome  6948] predictions:    9669/  10000 (96.69%), best:    9758/10000 (97.58%), error:      1112.85681, best error:       810.66754 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 72.4894027710s, input_fired_time: 1.2416055202, output_fired_time: 0.8564003110, propagate_forward_time: 28.0112552643, propagate_backward_time: 40.1431922913, weight_update_time: 0.0942095369, other_time: 2.2369499207
epoch time: 6.1002364159s, input_fired_time: 0.1313224733, output_fired_time: 0.0000000000, propagate_forward_time: 5.5798263550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890876770
validation[          , genome  6948] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:       987.88684, best error:       810.66754 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.2368774414s, input_fired_time: 1.2361657619, output_fired_time: 0.8556488156, propagate_forward_time: 27.8617267609, propagate_backward_time: 40.0393447876, weight_update_time: 0.0945144296, other_time: 2.2439880371
epoch time: 6.0914177895s, input_fired_time: 0.1319495142, output_fired_time: 0.0000000000, propagate_forward_time: 5.5739941597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854742050
validation[          , genome  6948] predictions:    9671/  10000 (96.71%), best:    9758/10000 (97.58%), error:      1120.84656, best error:       810.66754 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.7395095825s, input_fired_time: 1.2171952724, output_fired_time: 0.8554351330, propagate_forward_time: 27.7351322174, propagate_backward_time: 39.7124023438, weight_update_time: 0.0947073698, other_time: 2.2193450928
epoch time: 6.0521721840s, input_fired_time: 0.1302528232, output_fired_time: 0.0000000000, propagate_forward_time: 5.5363450050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855743408
validation[          , genome  6948] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       806.86780, best error:       806.86780 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 71.9714660645s, input_fired_time: 1.2242119312, output_fired_time: 0.8622822762, propagate_forward_time: 27.7798881531, propagate_backward_time: 39.8731613159, weight_update_time: 0.0938435569, other_time: 2.2319221497
epoch time: 6.0405039787s, input_fired_time: 0.1299701631, output_fired_time: 0.0000000000, propagate_forward_time: 5.5266385078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838953972
validation[          , genome  6948] predictions:    9684/  10000 (96.84%), best:    9762/10000 (97.62%), error:      1056.52698, best error:       806.86780 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 72.3753433228s, input_fired_time: 1.2742525339, output_fired_time: 0.8637844324, propagate_forward_time: 27.9867134094, propagate_backward_time: 40.0232086182, weight_update_time: 0.0980244502, other_time: 2.2273826599
epoch time: 6.1079354286s, input_fired_time: 0.1375802010, output_fired_time: 0.0000000000, propagate_forward_time: 5.5701789856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001760483
validation[          , genome  6948] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       794.43195, best error:       794.43195 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.1003494263s, input_fired_time: 1.2225538492, output_fired_time: 0.8538513184, propagate_forward_time: 27.8259525299, propagate_backward_time: 39.9187622070, weight_update_time: 0.0937576666, other_time: 2.2792282104
epoch time: 6.1196107864s, input_fired_time: 0.1342595220, output_fired_time: 0.0000000000, propagate_forward_time: 5.5944757462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908753395
validation[          , genome  6948] predictions:    9694/  10000 (96.94%), best:    9768/10000 (97.68%), error:      1014.46411, best error:       794.43195 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 72.1166458130s, input_fired_time: 1.2573252916, output_fired_time: 0.8564344645, propagate_forward_time: 27.8148918152, propagate_backward_time: 39.9082183838, weight_update_time: 0.0931302384, other_time: 2.2797737122
epoch time: 6.1386122704s, input_fired_time: 0.1377803385, output_fired_time: 0.0000000000, propagate_forward_time: 5.5758376122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249944687
validation[          , genome  6948] predictions:    9695/  10000 (96.95%), best:    9768/10000 (97.68%), error:       992.11774, best error:       794.43195 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 72.0022964478s, input_fired_time: 1.2393082380, output_fired_time: 0.8580030203, propagate_forward_time: 27.8015995026, propagate_backward_time: 39.8570022583, weight_update_time: 0.0937214196, other_time: 2.2463836670
epoch time: 6.0989418030s, input_fired_time: 0.1371539086, output_fired_time: 0.0000000000, propagate_forward_time: 5.5687379837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930497169
validation[          , genome  6948] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       895.10004, best error:       794.43195 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.7002639771s, input_fired_time: 1.2299127579, output_fired_time: 0.8549597859, propagate_forward_time: 27.7559928894, propagate_backward_time: 39.6385002136, weight_update_time: 0.0942645073, other_time: 2.2209014893
epoch time: 6.0758652687s, input_fired_time: 0.1317207515, output_fired_time: 0.0000000000, propagate_forward_time: 5.5455088615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986358643
validation[          , genome  6948] predictions:    9635/  10000 (96.35%), best:    9768/10000 (97.68%), error:      1142.76892, best error:       794.43195 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 72.1833190918s, input_fired_time: 1.2145416737, output_fired_time: 0.8578824997, propagate_forward_time: 27.8861446381, propagate_backward_time: 39.9602241516, weight_update_time: 0.0949385762, other_time: 2.2645301819
epoch time: 6.0700049400s, input_fired_time: 0.1284413487, output_fired_time: 0.0000000000, propagate_forward_time: 5.5536479950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879156113
validation[          , genome  6948] predictions:    9701/  10000 (97.01%), best:    9768/10000 (97.68%), error:       934.81982, best error:       794.43195 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 71.9998855591s, input_fired_time: 1.2223887444, output_fired_time: 0.8653243780, propagate_forward_time: 27.8040428162, propagate_backward_time: 39.8888092041, weight_update_time: 0.0935013071, other_time: 2.2193183899
epoch time: 6.0485224724s, input_fired_time: 0.1278620809, output_fired_time: 0.0000000000, propagate_forward_time: 5.5299592018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907012939
validation[          , genome  6948] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       834.52570, best error:       794.43195 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.7275924683s, input_fired_time: 1.2100867033, output_fired_time: 0.8529766202, propagate_forward_time: 27.7085399628, propagate_backward_time: 39.7607345581, weight_update_time: 0.0944293365, other_time: 2.1952590942
epoch time: 6.1114397049s, input_fired_time: 0.1281950325, output_fired_time: 0.0000000000, propagate_forward_time: 5.5869889259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962559700
validation[          , genome  6948] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       840.65161, best error:       794.43195 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.7437591553s, input_fired_time: 1.2437654734, output_fired_time: 0.8526737094, propagate_forward_time: 27.7538433075, propagate_backward_time: 39.6925888062, weight_update_time: 0.0937888995, other_time: 2.2008819580
epoch time: 6.0577707291s, input_fired_time: 0.1318443418, output_fired_time: 0.0000000000, propagate_forward_time: 5.5366487503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892774582
validation[          , genome  6948] predictions:    9458/  10000 (94.58%), best:    9768/10000 (97.68%), error:      1791.51428, best error:       794.43195 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 72.2444763184s, input_fired_time: 1.2545404434, output_fired_time: 0.8575116992, propagate_forward_time: 27.9261379242, propagate_backward_time: 39.9572486877, weight_update_time: 0.0934520438, other_time: 2.2490348816
epoch time: 6.1118483543s, input_fired_time: 0.1339330971, output_fired_time: 0.0000000000, propagate_forward_time: 5.5815353394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963799477
validation[          , genome  6948] predictions:    9656/  10000 (96.56%), best:    9768/10000 (97.68%), error:      1144.91443, best error:       794.43195 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 71.9682159424s, input_fired_time: 1.2203930616, output_fired_time: 0.8531703353, propagate_forward_time: 27.7722549438, propagate_backward_time: 39.8976325989, weight_update_time: 0.0938487872, other_time: 2.2247657776
epoch time: 6.0479612350s, input_fired_time: 0.1308227628, output_fired_time: 0.0000000000, propagate_forward_time: 5.5314631462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856754303
validation[          , genome  6948] predictions:    9638/  10000 (96.38%), best:    9768/10000 (97.68%), error:      1203.89514, best error:       794.43195 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 72.5038909912s, input_fired_time: 1.2411702871, output_fired_time: 0.8728712797, propagate_forward_time: 28.0080242157, propagate_backward_time: 40.0978736877, weight_update_time: 0.0938968882, other_time: 2.2839469910
epoch time: 6.2174191475s, input_fired_time: 0.1421522498, output_fired_time: 0.0000000000, propagate_forward_time: 5.6657233238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095435143
validation[          , genome  6948] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       889.32111, best error:       794.43195 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.4191207886s, input_fired_time: 1.2635538578, output_fired_time: 0.8637797236, propagate_forward_time: 27.9203090668, propagate_backward_time: 40.0780410767, weight_update_time: 0.0939395577, other_time: 2.2934341431
epoch time: 6.1725573540s, input_fired_time: 0.1360302120, output_fired_time: 0.0000000000, propagate_forward_time: 5.6389651299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975620270
validation[          , genome  6948] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       841.34338, best error:       794.43195 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.9585952759s, input_fired_time: 1.2360786200, output_fired_time: 0.8586874008, propagate_forward_time: 27.7974128723, propagate_backward_time: 39.8180503845, weight_update_time: 0.0949570313, other_time: 2.2483673096
epoch time: 6.0534148216s, input_fired_time: 0.1320700496, output_fired_time: 0.0000000000, propagate_forward_time: 5.5361666679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851780891
validation[          , genome  6948] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       807.08423, best error:       794.43195 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.9749908447s, input_fired_time: 1.2338409424, output_fired_time: 0.8535901904, propagate_forward_time: 27.8129196167, propagate_backward_time: 39.8510398865, weight_update_time: 0.0941736326, other_time: 2.2235984802
epoch time: 6.1151361465s, input_fired_time: 0.1330941617, output_fired_time: 0.0000000000, propagate_forward_time: 5.5639634132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180784225
validation[          , genome  6948] predictions:    9698/  10000 (96.98%), best:    9768/10000 (97.68%), error:       999.60095, best error:       794.43195 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.6149368286s, input_fired_time: 1.2302160263, output_fired_time: 0.8516504169, propagate_forward_time: 27.6565532684, propagate_backward_time: 39.6754226685, weight_update_time: 0.0940603465, other_time: 2.2010879517
epoch time: 6.0705275536s, input_fired_time: 0.1305723786, output_fired_time: 0.0000000000, propagate_forward_time: 5.5586900711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812651634
validation[          , genome  6948] predictions:    9725/  10000 (97.25%), best:    9768/10000 (97.68%), error:       853.23993, best error:       794.43195 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 72.1430435181s, input_fired_time: 1.2522008419, output_fired_time: 0.8564252853, propagate_forward_time: 27.8606910706, propagate_backward_time: 39.9186019897, weight_update_time: 0.0934527069, other_time: 2.2551307678
epoch time: 6.1467671394s, input_fired_time: 0.1365335733, output_fired_time: 0.0000000000, propagate_forward_time: 5.6122474670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979859352
validation[          , genome  6948] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       835.95306, best error:       794.43195 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 72.1396636963s, input_fired_time: 1.2403634787, output_fired_time: 0.8550039530, propagate_forward_time: 27.8490753174, propagate_backward_time: 39.9340133667, weight_update_time: 0.0936162397, other_time: 2.2612075806
epoch time: 6.1051154137s, input_fired_time: 0.1380666494, output_fired_time: 0.0000000000, propagate_forward_time: 5.5713939667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956546783
validation[          , genome  6948] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       834.86877, best error:       794.43195 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 72.6236343384s, input_fired_time: 1.2532938719, output_fired_time: 0.8611360192, propagate_forward_time: 28.0723285675, propagate_backward_time: 40.1818161011, weight_update_time: 0.0940719172, other_time: 2.2550582886
epoch time: 6.1448440552s, input_fired_time: 0.1392206401, output_fired_time: 0.0000000000, propagate_forward_time: 5.6027088165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029145241
validation[          , genome  6948] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       933.86676, best error:       794.43195 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 72.7920761108s, input_fired_time: 1.2626786232, output_fired_time: 0.8954538107, propagate_forward_time: 28.0200748444, propagate_backward_time: 40.3309860229, weight_update_time: 0.0938727781, other_time: 2.2828826904
epoch time: 6.1006870270s, input_fired_time: 0.1357152611, output_fired_time: 0.0000000000, propagate_forward_time: 5.5659971237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989744186
validation[          , genome  6948] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       852.07520, best error:       794.43195 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 72.2440109253s, input_fired_time: 1.2548604012, output_fired_time: 0.8566282988, propagate_forward_time: 27.8859920502, propagate_backward_time: 39.9931526184, weight_update_time: 0.0934985653, other_time: 2.2533760071
epoch time: 6.0399928093s, input_fired_time: 0.1248276606, output_fired_time: 0.0000000000, propagate_forward_time: 5.5276021957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875627518
validation[          , genome  6948] predictions:    9411/  10000 (94.11%), best:    9768/10000 (97.68%), error:      1948.78296, best error:       794.43195 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 72.3487396240s, input_fired_time: 1.2238093615, output_fired_time: 0.8587694764, propagate_forward_time: 28.0026397705, propagate_backward_time: 40.0431060791, weight_update_time: 0.0942187458, other_time: 2.2204132080
epoch time: 6.2581920624s, input_fired_time: 0.1292156875, output_fired_time: 0.0000000000, propagate_forward_time: 5.7421088219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868675232
validation[          , genome  6948] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       842.64246, best error:       794.43195 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 72.0341033936s, input_fired_time: 1.2201489210, output_fired_time: 0.8515809774, propagate_forward_time: 27.8000888824, propagate_backward_time: 39.9110946655, weight_update_time: 0.0942326412, other_time: 2.2511978149
epoch time: 6.0634455681s, input_fired_time: 0.1339898258, output_fired_time: 0.0000000000, propagate_forward_time: 5.5371770859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922786713
validation[          , genome  6948] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       820.12665, best error:       794.43195 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 72.0444564819s, input_fired_time: 1.2431980371, output_fired_time: 0.8569803834, propagate_forward_time: 27.8403739929, propagate_backward_time: 39.8595466614, weight_update_time: 0.0940409452, other_time: 2.2443618774
epoch time: 6.1438193321s, input_fired_time: 0.1405407935, output_fired_time: 0.0000000000, propagate_forward_time: 5.5937914848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094872475
validation[          , genome  6948] predictions:    9707/  10000 (97.07%), best:    9768/10000 (97.68%), error:       913.47351, best error:       794.43195 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 72.2289810181s, input_fired_time: 1.2223420143, output_fired_time: 0.8562391400, propagate_forward_time: 27.9741420746, propagate_backward_time: 39.9376678467, weight_update_time: 0.0941448733, other_time: 2.2385864258
epoch time: 6.0753602982s, input_fired_time: 0.1348995566, output_fired_time: 0.0000000000, propagate_forward_time: 5.5499272346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905334473
validation[          , genome  6948] predictions:    9746/  10000 (97.46%), best:    9768/10000 (97.68%), error:       822.68719, best error:       794.43195 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 72.0045166016s, input_fired_time: 1.2283966541, output_fired_time: 0.8548365831, propagate_forward_time: 27.8370437622, propagate_backward_time: 39.8444023132, weight_update_time: 0.0944014266, other_time: 2.2398414612
epoch time: 6.1213054657s, input_fired_time: 0.1306823045, output_fired_time: 0.0000000000, propagate_forward_time: 5.5704112053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202117920
validation[          , genome  6948] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       843.25262, best error:       794.43195 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.9499359131s, input_fired_time: 1.2316032648, output_fired_time: 0.8530137539, propagate_forward_time: 27.7496318817, propagate_backward_time: 39.8801498413, weight_update_time: 0.0935487375, other_time: 2.2355346680
epoch time: 6.2012324333s, input_fired_time: 0.1361260414, output_fired_time: 0.0000000000, propagate_forward_time: 5.6670532227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980531693
validation[          , genome  6948] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       921.28156, best error:       794.43195 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 72.1165771484s, input_fired_time: 1.2360469103, output_fired_time: 0.8546814919, propagate_forward_time: 27.8403968811, propagate_backward_time: 39.8971328735, weight_update_time: 0.0936372653, other_time: 2.2883186340
epoch time: 6.0935978889s, input_fired_time: 0.1322751790, output_fired_time: 0.0000000000, propagate_forward_time: 5.5647010803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966217041
validation[          , genome  6948] predictions:    9748/  10000 (97.48%), best:    9768/10000 (97.68%), error:       832.26355, best error:       794.43195 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 72.2227859497s, input_fired_time: 1.2312741280, output_fired_time: 0.8589432836, propagate_forward_time: 27.8596210480, propagate_backward_time: 40.0156707764, weight_update_time: 0.0948176831, other_time: 2.2572784424
epoch time: 6.1810946465s, input_fired_time: 0.1359905303, output_fired_time: 0.0000000000, propagate_forward_time: 5.6424303055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026737213
validation[          , genome  6948] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       884.00507, best error:       794.43195 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 72.1641311646s, input_fired_time: 1.2407202721, output_fired_time: 0.8643361926, propagate_forward_time: 27.8611068726, propagate_backward_time: 39.9418869019, weight_update_time: 0.0952297598, other_time: 2.2560806274
epoch time: 6.1567163467s, input_fired_time: 0.1416186541, output_fired_time: 0.0000000000, propagate_forward_time: 5.6053204536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097771645
validation[          , genome  6948] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       822.88751, best error:       794.43195 on epoch:    71, 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: 30.7166862488s, input_fired_time: 0.7063149810, output_fired_time: 0.0000000000, propagate_forward_time: 27.9649276733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0454444885
best training[          , genome  6948] predictions:   49612/  50000 (99.22%), best:    9768/10000 (97.68%), error:      1602.72009, best error:       794.43195 on epoch:    71, 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: 6.1533665657s, input_fired_time: 0.1334006637, output_fired_time: 0.0000000000, propagate_forward_time: 5.6278991699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920669556
   testing[          , genome  6948] predictions:    9791/  10000 (97.91%), best:    9768/10000 (97.68%), error:       679.24951, best error:       794.43195 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:15:25 (27815): called boinc_finish(0)

</stderr_txt>
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