Nameexact_genome_1512568488_41_7109_1
Workunit2606821
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:08 UTC
Report deadline18 Dec 2017, 2:46:32 UTC
Received8 Dec 2017, 10:02:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67666
Run time2 hours 54 min 4 sec
CPU time2 hours 54 min 4 sec
Validate stateValid
Credit2,528.89
Device peak FLOPS3.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.88 MB
Peak swap size153.99 MB
Peak disk usage1.27 MB

Stderr output

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

epoch time: 100.8301773071s, input_fired_time: 1.3595578671, output_fired_time: 0.8817749023, propagate_forward_time: 37.5577926636, propagate_backward_time: 58.5255317688, weight_update_time: 0.1018169373, other_time: 2.5055198669
epoch time: 7.7351698875s, input_fired_time: 0.1381301582, output_fired_time: 0.0000000000, propagate_forward_time: 7.2023677826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946719170
validation[          , genome  7109] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       868.15222, best error:       868.15222 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.4787979126s, input_fired_time: 1.2927680016, output_fired_time: 0.8210209012, propagate_forward_time: 35.2169952393, propagate_backward_time: 54.8759994507, weight_update_time: 0.0944725648, other_time: 2.2720108032
epoch time: 7.1151309013s, input_fired_time: 0.1271425039, output_fired_time: 0.0000000000, propagate_forward_time: 6.6237411499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642473221
validation[          , genome  7109] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       797.57965, best error:       797.57965 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 91.3600082397s, input_fired_time: 1.2730336189, output_fired_time: 0.8041237593, propagate_forward_time: 34.0088386536, propagate_backward_time: 53.0677680969, weight_update_time: 0.0932144448, other_time: 2.2062454224
epoch time: 8.4141988754s, input_fired_time: 0.1511754096, output_fired_time: 0.0000000000, propagate_forward_time: 7.8500580788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129652977
validation[          , genome  7109] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       896.85687, best error:       797.57965 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 94.7004394531s, input_fired_time: 1.3140658140, output_fired_time: 0.8308643103, propagate_forward_time: 35.3377494812, propagate_backward_time: 54.8823051453, weight_update_time: 0.0969813988, other_time: 2.3354568481
epoch time: 7.4612655640s, input_fired_time: 0.1367581338, output_fired_time: 0.0000000000, propagate_forward_time: 6.9214506149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030566216
validation[          , genome  7109] predictions:    9673/  10000 (96.73%), best:    9760/10000 (97.60%), error:      1071.03174, best error:       797.57965 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 95.5080413818s, input_fired_time: 1.3080006838, output_fired_time: 0.8184295297, propagate_forward_time: 35.2578010559, propagate_backward_time: 55.5858612061, weight_update_time: 0.1003714874, other_time: 2.5379524231
epoch time: 7.8657298088s, input_fired_time: 0.1444929242, output_fired_time: 0.0000000000, propagate_forward_time: 7.2713651657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498715401
validation[          , genome  7109] predictions:    9700/  10000 (97.00%), best:    9760/10000 (97.60%), error:       971.34393, best error:       797.57965 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 98.6570358276s, input_fired_time: 1.3588718176, output_fired_time: 0.8623321056, propagate_forward_time: 36.7173004150, propagate_backward_time: 57.0728034973, weight_update_time: 0.1011158004, other_time: 2.6457252502
epoch time: 8.1674232483s, input_fired_time: 0.1592656672, output_fired_time: 0.0000000000, propagate_forward_time: 7.5849113464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232463837
validation[          , genome  7109] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       857.95776, best error:       797.57965 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 103.1991958618s, input_fired_time: 1.4013648033, output_fired_time: 0.9066228867, propagate_forward_time: 38.5563430786, propagate_backward_time: 59.7990341187, weight_update_time: 0.1032508463, other_time: 2.5358276367
epoch time: 7.5144634247s, input_fired_time: 0.1364863962, output_fired_time: 0.0000000000, propagate_forward_time: 6.9696512222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083256721
validation[          , genome  7109] predictions:    9726/  10000 (97.26%), best:    9760/10000 (97.60%), error:       889.61481, best error:       797.57965 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 97.7584609985s, input_fired_time: 1.4017972946, output_fired_time: 0.8299959898, propagate_forward_time: 36.3719635010, propagate_backward_time: 56.8341445923, weight_update_time: 0.0974492356, other_time: 2.3205642700
epoch time: 7.6174230576s, input_fired_time: 0.1768252254, output_fired_time: 0.0000000000, propagate_forward_time: 7.0537943840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868036270
validation[          , genome  7109] predictions:    9761/  10000 (97.61%), best:    9760/10000 (97.60%), error:       854.99158, best error:       797.57965 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 95.0311508179s, input_fired_time: 1.3165987730, output_fired_time: 0.8520745039, propagate_forward_time: 35.2326774597, propagate_backward_time: 55.3518486023, weight_update_time: 0.0965338498, other_time: 2.2779541016
epoch time: 8.4831104279s, input_fired_time: 0.1443736702, output_fired_time: 0.0000000000, propagate_forward_time: 7.9196395874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190969467
validation[          , genome  7109] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       884.89532, best error:       797.57965 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 100.9346771240s, input_fired_time: 1.4536091089, output_fired_time: 0.8512698412, propagate_forward_time: 37.3273124695, propagate_backward_time: 58.8483161926, weight_update_time: 0.1018457711, other_time: 2.4541702271
epoch time: 8.0144939423s, input_fired_time: 0.1418422610, output_fired_time: 0.0000000000, propagate_forward_time: 7.4398226738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328289032
validation[          , genome  7109] predictions:    9726/  10000 (97.26%), best:    9760/10000 (97.60%), error:       917.29291, best error:       797.57965 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 97.0840225220s, input_fired_time: 1.3301832676, output_fired_time: 0.8539438248, propagate_forward_time: 36.0515022278, propagate_backward_time: 56.3516464233, weight_update_time: 0.1010795534, other_time: 2.4967460632
epoch time: 7.6346240044s, input_fired_time: 0.1364929229, output_fired_time: 0.0000000000, propagate_forward_time: 7.0836434364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144878387
validation[          , genome  7109] predictions:    9747/  10000 (97.47%), best:    9760/10000 (97.60%), error:       841.19788, best error:       797.57965 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 92.5038375854s, input_fired_time: 1.2889951468, output_fired_time: 0.8387803435, propagate_forward_time: 34.3493194580, propagate_backward_time: 53.7916412354, weight_update_time: 0.0950592905, other_time: 2.2350997925
epoch time: 7.2150359154s, input_fired_time: 0.1333198994, output_fired_time: 0.0000000000, propagate_forward_time: 6.7043118477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774042130
validation[          , genome  7109] predictions:    9692/  10000 (96.92%), best:    9760/10000 (97.60%), error:       968.25305, best error:       797.57965 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.4470062256s, input_fired_time: 1.3240915537, output_fired_time: 0.8261307478, propagate_forward_time: 34.7785263062, propagate_backward_time: 54.2351646423, weight_update_time: 0.0950237066, other_time: 2.2830924988
epoch time: 7.2639584541s, input_fired_time: 0.1358014941, output_fired_time: 0.0000000000, propagate_forward_time: 6.7521500587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760070801
validation[          , genome  7109] predictions:    9678/  10000 (96.78%), best:    9760/10000 (97.60%), error:      1056.90698, best error:       797.57965 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.2310943604s, input_fired_time: 1.3022286892, output_fired_time: 0.8040494323, propagate_forward_time: 34.2299423218, propagate_backward_time: 53.6978645325, weight_update_time: 0.0940994099, other_time: 2.1970100403
epoch time: 7.1872634888s, input_fired_time: 0.1362898797, output_fired_time: 0.0000000000, propagate_forward_time: 6.6764774323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744959831
validation[          , genome  7109] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       763.17322, best error:       763.17322 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.7437667847s, input_fired_time: 1.2779861689, output_fired_time: 0.8054700494, propagate_forward_time: 34.5469512939, propagate_backward_time: 54.0367889404, weight_update_time: 0.0881460980, other_time: 2.0765686035
epoch time: 7.4678888321s, input_fired_time: 0.1328778416, output_fired_time: 0.0000000000, propagate_forward_time: 6.9630427361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719682693
validation[          , genome  7109] predictions:    9779/  10000 (97.79%), best:    9762/10000 (97.62%), error:       830.39484, best error:       763.17322 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 93.6087036133s, input_fired_time: 1.2925692797, output_fired_time: 0.8157635331, propagate_forward_time: 34.9421195984, propagate_backward_time: 54.4282417297, weight_update_time: 0.0907754526, other_time: 2.1300048828
epoch time: 8.2068815231s, input_fired_time: 0.1482964903, output_fired_time: 0.0000000000, propagate_forward_time: 7.6519508362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066343307
validation[          , genome  7109] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       854.42926, best error:       763.17322 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 95.8782806396s, input_fired_time: 1.3158652782, output_fired_time: 0.8258684874, propagate_forward_time: 35.7187461853, propagate_backward_time: 55.7863616943, weight_update_time: 0.0926608518, other_time: 2.2314414978
epoch time: 7.3354878426s, input_fired_time: 0.1311906725, output_fired_time: 0.0000000000, propagate_forward_time: 6.8395667076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647303581
validation[          , genome  7109] predictions:    9725/  10000 (97.25%), best:    9762/10000 (97.62%), error:       895.81433, best error:       763.17322 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 96.9502944946s, input_fired_time: 1.3059751987, output_fired_time: 0.8274118900, propagate_forward_time: 36.1223754883, propagate_backward_time: 56.5119209290, weight_update_time: 0.0916689187, other_time: 2.1826057434
epoch time: 7.6108369827s, input_fired_time: 0.1348046213, output_fired_time: 0.0000000000, propagate_forward_time: 7.0931072235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829250336
validation[          , genome  7109] predictions:    9760/  10000 (97.60%), best:    9762/10000 (97.62%), error:       805.48041, best error:       763.17322 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 94.0031280518s, input_fired_time: 1.2871617079, output_fired_time: 0.8151109815, propagate_forward_time: 35.1625099182, propagate_backward_time: 54.6111602783, weight_update_time: 0.0908421576, other_time: 2.1271858215
epoch time: 7.4103016853s, input_fired_time: 0.1351654679, output_fired_time: 0.0000000000, propagate_forward_time: 6.8968749046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782610893
validation[          , genome  7109] predictions:    9731/  10000 (97.31%), best:    9762/10000 (97.62%), error:       888.89014, best error:       763.17322 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 91.4361267090s, input_fired_time: 1.2596919537, output_fired_time: 0.7977705002, propagate_forward_time: 34.0565605164, propagate_backward_time: 53.2571067810, weight_update_time: 0.0883802325, other_time: 2.0650024414
epoch time: 7.1590957642s, input_fired_time: 0.1274881214, output_fired_time: 0.0000000000, propagate_forward_time: 6.6748700142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567376137
validation[          , genome  7109] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       737.89728, best error:       737.89728 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.8310165405s, input_fired_time: 1.2487641573, output_fired_time: 0.8000428081, propagate_forward_time: 33.8194313049, propagate_backward_time: 52.8906822205, weight_update_time: 0.0886515826, other_time: 2.0720977783
epoch time: 7.1394391060s, input_fired_time: 0.1333027780, output_fired_time: 0.0000000000, propagate_forward_time: 6.6316776276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744587898
validation[          , genome  7109] predictions:    9772/  10000 (97.72%), best:    9791/10000 (97.91%), error:       775.39484, best error:       737.89728 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.2245330811s, input_fired_time: 1.2582267523, output_fired_time: 0.8065407872, propagate_forward_time: 34.2934150696, propagate_backward_time: 53.7854499817, weight_update_time: 0.0879051462, other_time: 2.0809020996
epoch time: 7.5388178825s, input_fired_time: 0.1337442398, output_fired_time: 0.0000000000, propagate_forward_time: 7.0360445976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690290451
validation[          , genome  7109] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       802.06964, best error:       737.89728 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 94.2519531250s, input_fired_time: 1.2949095964, output_fired_time: 0.8143445849, propagate_forward_time: 35.1043472290, propagate_backward_time: 54.8393058777, weight_update_time: 0.0938380435, other_time: 2.1990470886
epoch time: 7.9874238968s, input_fired_time: 0.1384385526, output_fired_time: 0.0000000000, propagate_forward_time: 7.4476828575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013023376
validation[          , genome  7109] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       738.42853, best error:       737.89728 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 94.5676422119s, input_fired_time: 1.2880611420, output_fired_time: 0.8147647381, propagate_forward_time: 35.1996955872, propagate_backward_time: 55.0998344421, weight_update_time: 0.0911427960, other_time: 2.1652832031
epoch time: 7.6621384621s, input_fired_time: 0.1370140761, output_fired_time: 0.0000000000, propagate_forward_time: 7.1473479271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777766228
validation[          , genome  7109] predictions:    9703/  10000 (97.03%), best:    9791/10000 (97.91%), error:       959.10303, best error:       737.89728 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.0999832153s, input_fired_time: 1.2953307629, output_fired_time: 0.8268688917, propagate_forward_time: 34.2196311951, propagate_backward_time: 53.6650428772, weight_update_time: 0.0886736885, other_time: 2.0931091309
epoch time: 7.1265487671s, input_fired_time: 0.1297738254, output_fired_time: 0.0000000000, propagate_forward_time: 6.6384782791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582968712
validation[          , genome  7109] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       739.71008, best error:       737.89728 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.2084808350s, input_fired_time: 1.2591207027, output_fired_time: 0.7901794314, propagate_forward_time: 33.5478363037, propagate_backward_time: 52.5824012756, weight_update_time: 0.0866672322, other_time: 2.0289497375
epoch time: 7.1974506378s, input_fired_time: 0.1307794005, output_fired_time: 0.0000000000, propagate_forward_time: 6.7103958130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562755585
validation[          , genome  7109] predictions:    9751/  10000 (97.51%), best:    9791/10000 (97.91%), error:       843.65906, best error:       737.89728 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.8814697266s, input_fired_time: 1.2526305914, output_fired_time: 0.7850127220, propagate_forward_time: 33.4800376892, propagate_backward_time: 52.3567123413, weight_update_time: 0.0864771828, other_time: 2.0070762634
epoch time: 7.1629753113s, input_fired_time: 0.1307977736, output_fired_time: 0.0000000000, propagate_forward_time: 6.6765265465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556509018
validation[          , genome  7109] predictions:    9740/  10000 (97.40%), best:    9791/10000 (97.91%), error:       865.66046, best error:       737.89728 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 92.2873458862s, input_fired_time: 1.2757078409, output_fired_time: 0.8022088408, propagate_forward_time: 34.3338127136, propagate_backward_time: 53.7921600342, weight_update_time: 0.0902787820, other_time: 2.0834541321
epoch time: 7.4577417374s, input_fired_time: 0.1351988465, output_fired_time: 0.0000000000, propagate_forward_time: 6.9542765617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682661057
validation[          , genome  7109] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       720.68231, best error:       720.68231 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.1171493530s, input_fired_time: 1.2862821817, output_fired_time: 0.8062432408, propagate_forward_time: 34.6374778748, propagate_backward_time: 54.2740478516, weight_update_time: 0.0903434232, other_time: 2.1130943298
epoch time: 7.5058012009s, input_fired_time: 0.1373930871, output_fired_time: 0.0000000000, propagate_forward_time: 6.9999022484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685059547
validation[          , genome  7109] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       784.11475, best error:       720.68231 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 94.4468002319s, input_fired_time: 1.3035846949, output_fired_time: 0.8175503016, propagate_forward_time: 35.1612739563, propagate_backward_time: 55.0306167603, weight_update_time: 0.0905400142, other_time: 2.1337776184
epoch time: 7.1428966522s, input_fired_time: 0.1310373098, output_fired_time: 0.0000000000, propagate_forward_time: 6.6504082680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614511490
validation[          , genome  7109] predictions:    9736/  10000 (97.36%), best:    9790/10000 (97.90%), error:       843.52710, best error:       720.68231 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 95.7212753296s, input_fired_time: 1.3285067081, output_fired_time: 0.8140031695, propagate_forward_time: 35.6798896790, propagate_backward_time: 55.7475662231, weight_update_time: 0.0909157172, other_time: 2.1513099670
epoch time: 7.3728952408s, input_fired_time: 0.1357177347, output_fired_time: 0.0000000000, propagate_forward_time: 6.8624520302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747253418
validation[          , genome  7109] predictions:    9695/  10000 (96.95%), best:    9790/10000 (97.90%), error:       950.54352, best error:       720.68231 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.0544433594s, input_fired_time: 1.2857264280, output_fired_time: 0.8032091856, propagate_forward_time: 34.2956352234, propagate_backward_time: 53.5659942627, weight_update_time: 0.0912048891, other_time: 2.1038780212
epoch time: 7.2896533012s, input_fired_time: 0.1387046874, output_fired_time: 0.0000000000, propagate_forward_time: 6.7773113251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736371994
validation[          , genome  7109] predictions:    9725/  10000 (97.25%), best:    9790/10000 (97.90%), error:       946.92822, best error:       720.68231 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.9106140137s, input_fired_time: 1.2792872190, output_fired_time: 0.7933608890, propagate_forward_time: 34.2321434021, propagate_backward_time: 53.5302009583, weight_update_time: 0.0884349793, other_time: 2.0756225586
epoch time: 7.1835899353s, input_fired_time: 0.1347216368, output_fired_time: 0.0000000000, propagate_forward_time: 6.6813640594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675041199
validation[          , genome  7109] predictions:    9783/  10000 (97.83%), best:    9790/10000 (97.90%), error:       765.26538, best error:       720.68231 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.7138748169s, input_fired_time: 1.3342875242, output_fired_time: 0.8232638240, propagate_forward_time: 35.6091995239, propagate_backward_time: 55.7904014587, weight_update_time: 0.0913553238, other_time: 2.1567192078
epoch time: 7.3944087029s, input_fired_time: 0.1354482323, output_fired_time: 0.0000000000, propagate_forward_time: 6.8854074478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735527992
validation[          , genome  7109] predictions:    9720/  10000 (97.20%), best:    9790/10000 (97.90%), error:       896.79303, best error:       720.68231 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.6968917847s, input_fired_time: 1.3249276876, output_fired_time: 0.8637364507, propagate_forward_time: 34.8743858337, propagate_backward_time: 54.3099136353, weight_update_time: 0.0954466388, other_time: 2.3239250183
epoch time: 7.1592621803s, input_fired_time: 0.1355638504, output_fired_time: 0.0000000000, propagate_forward_time: 6.6488218307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748764992
validation[          , genome  7109] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       825.33344, best error:       720.68231 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 97.5686264038s, input_fired_time: 1.3779544830, output_fired_time: 0.8507657647, propagate_forward_time: 36.1771888733, propagate_backward_time: 56.8212394714, weight_update_time: 0.0964138731, other_time: 2.3414764404
epoch time: 7.3971424103s, input_fired_time: 0.1372701973, output_fired_time: 0.0000000000, propagate_forward_time: 6.8836007118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762717247
validation[          , genome  7109] predictions:    9754/  10000 (97.54%), best:    9790/10000 (97.90%), error:       827.01953, best error:       720.68231 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 95.7095260620s, input_fired_time: 1.3636285067, output_fired_time: 0.8197822571, propagate_forward_time: 35.5291481018, propagate_backward_time: 55.7051696777, weight_update_time: 0.0950744152, other_time: 2.2917900085
epoch time: 7.6602196693s, input_fired_time: 0.1413921118, output_fired_time: 0.0000000000, propagate_forward_time: 7.1377787590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810486794
validation[          , genome  7109] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       750.32056, best error:       720.68231 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.7730255127s, input_fired_time: 1.3313217163, output_fired_time: 0.8584398031, propagate_forward_time: 35.2443237305, propagate_backward_time: 55.1348800659, weight_update_time: 0.0928052962, other_time: 2.2040634155
epoch time: 7.5129790306s, input_fired_time: 0.1439572424, output_fired_time: 0.0000000000, propagate_forward_time: 6.9777021408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913197517
validation[          , genome  7109] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       785.57019, best error:       720.68231 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.2990875244s, input_fired_time: 1.3123325109, output_fired_time: 0.7974065542, propagate_forward_time: 34.4269752502, propagate_backward_time: 53.5409698486, weight_update_time: 0.0964747667, other_time: 2.2214012146
epoch time: 7.3952236176s, input_fired_time: 0.1384735256, output_fired_time: 0.0000000000, propagate_forward_time: 6.8612394333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955106735
validation[          , genome  7109] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       827.95728, best error:       720.68231 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 96.2711181641s, input_fired_time: 1.3283259869, output_fired_time: 0.8195254207, propagate_forward_time: 35.9898948669, propagate_backward_time: 55.8624153137, weight_update_time: 0.0959399715, other_time: 2.2709579468
epoch time: 7.9715819359s, input_fired_time: 0.1470670253, output_fired_time: 0.0000000000, propagate_forward_time: 7.4269762039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975386620
validation[          , genome  7109] predictions:    9755/  10000 (97.55%), best:    9790/10000 (97.90%), error:       809.12372, best error:       720.68231 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.4289169312s, input_fired_time: 1.3050681353, output_fired_time: 0.8159723282, propagate_forward_time: 34.2285728455, propagate_backward_time: 53.7983932495, weight_update_time: 0.0961745456, other_time: 2.2809104919
epoch time: 7.8104710579s, input_fired_time: 0.1425871849, output_fired_time: 0.0000000000, propagate_forward_time: 7.2745976448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932862282
validation[          , genome  7109] predictions:    9798/  10000 (97.98%), best:    9790/10000 (97.90%), error:       742.88940, best error:       720.68231 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.8771896362s, input_fired_time: 1.2992997169, output_fired_time: 0.7931503654, propagate_forward_time: 33.7086257935, propagate_backward_time: 52.8470764160, weight_update_time: 0.0961400568, other_time: 2.2290344238
epoch time: 7.3235611916s, input_fired_time: 0.1425808370, output_fired_time: 0.0000000000, propagate_forward_time: 6.8078780174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731021881
validation[          , genome  7109] predictions:    9742/  10000 (97.42%), best:    9790/10000 (97.90%), error:       813.94275, best error:       720.68231 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 95.0229187012s, input_fired_time: 1.3452026844, output_fired_time: 0.8156332374, propagate_forward_time: 35.3604736328, propagate_backward_time: 55.2659339905, weight_update_time: 0.0945585594, other_time: 2.2356758118
epoch time: 7.1687345505s, input_fired_time: 0.1369248629, output_fired_time: 0.0000000000, propagate_forward_time: 6.6591744423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726353645
validation[          , genome  7109] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       715.07690, best error:       715.07690 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.6735839844s, input_fired_time: 1.3564459085, output_fired_time: 0.8223930597, propagate_forward_time: 34.8488388062, propagate_backward_time: 54.4300498962, weight_update_time: 0.0955352858, other_time: 2.2158546448
epoch time: 7.5225186348s, input_fired_time: 0.1404181868, output_fired_time: 0.0000000000, propagate_forward_time: 7.0082502365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738503456
validation[          , genome  7109] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       784.59094, best error:       715.07690 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 95.4455261230s, input_fired_time: 1.3627393246, output_fired_time: 0.8429929018, propagate_forward_time: 35.2200927734, propagate_backward_time: 55.7427482605, weight_update_time: 0.0955790132, other_time: 2.2769508362
epoch time: 7.5528402328s, input_fired_time: 0.1391140372, output_fired_time: 0.0000000000, propagate_forward_time: 7.0170216560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967046738
validation[          , genome  7109] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       818.84766, best error:       715.07690 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 97.9876251221s, input_fired_time: 1.3721479177, output_fired_time: 0.8355002403, propagate_forward_time: 36.7641944885, propagate_backward_time: 56.7706222534, weight_update_time: 0.0941670164, other_time: 2.2451591492
epoch time: 7.8234519958s, input_fired_time: 0.1454678178, output_fired_time: 0.0000000000, propagate_forward_time: 7.2865147591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914694786
validation[          , genome  7109] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       836.20990, best error:       715.07690 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.1542282104s, input_fired_time: 1.3174647093, output_fired_time: 0.8050084710, propagate_forward_time: 34.5450134277, propagate_backward_time: 54.1902275085, weight_update_time: 0.0955345258, other_time: 2.2965126038
epoch time: 7.3818783760s, input_fired_time: 0.1398941278, output_fired_time: 0.0000000000, propagate_forward_time: 6.8547906876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871936798
validation[          , genome  7109] predictions:    9790/  10000 (97.90%), best:    9782/10000 (97.82%), error:       740.15942, best error:       715.07690 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.2511749268s, input_fired_time: 1.3258159161, output_fired_time: 0.8204200864, propagate_forward_time: 34.1654777527, propagate_backward_time: 53.7065162659, weight_update_time: 0.0940831453, other_time: 2.2329483032
epoch time: 7.2252798080s, input_fired_time: 0.1353651434, output_fired_time: 0.0000000000, propagate_forward_time: 6.7260985374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638162613
validation[          , genome  7109] predictions:    9790/  10000 (97.90%), best:    9782/10000 (97.82%), error:       731.87549, best error:       715.07690 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.5964126587s, input_fired_time: 1.3589165211, output_fired_time: 0.8353626728, propagate_forward_time: 35.2758750916, propagate_backward_time: 54.9355888367, weight_update_time: 0.0921344832, other_time: 2.1906661987
epoch time: 7.3102617264s, input_fired_time: 0.1383597255, output_fired_time: 0.0000000000, propagate_forward_time: 6.7984452248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734569550
validation[          , genome  7109] predictions:    9773/  10000 (97.73%), best:    9782/10000 (97.82%), error:       777.89667, best error:       715.07690 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 95.5375137329s, input_fired_time: 1.3491470814, output_fired_time: 0.8076180220, propagate_forward_time: 35.5351600647, propagate_backward_time: 55.6276779175, weight_update_time: 0.0940227509, other_time: 2.2179145813
epoch time: 8.2178888321s, input_fired_time: 0.1454595476, output_fired_time: 0.0000000000, propagate_forward_time: 7.6437993050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286303520
validation[          , genome  7109] predictions:    9723/  10000 (97.23%), best:    9782/10000 (97.82%), error:       951.12054, best error:       715.07690 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.0043869019s, input_fired_time: 1.3752504587, output_fired_time: 0.8397508860, propagate_forward_time: 35.9598655701, propagate_backward_time: 56.5932464600, weight_update_time: 0.0937617794, other_time: 2.2362709045
epoch time: 7.6667594910s, input_fired_time: 0.1444314122, output_fired_time: 0.0000000000, propagate_forward_time: 7.1164860725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058418274
validation[          , genome  7109] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       790.65350, best error:       715.07690 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 96.3841629028s, input_fired_time: 1.3727598190, output_fired_time: 0.8361884952, propagate_forward_time: 36.1116867065, propagate_backward_time: 55.8618812561, weight_update_time: 0.0921399593, other_time: 2.2016487122
epoch time: 7.3679537773s, input_fired_time: 0.1415578723, output_fired_time: 0.0000000000, propagate_forward_time: 6.8307781219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956179619
validation[          , genome  7109] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       871.40997, best error:       715.07690 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 90.7720184326s, input_fired_time: 1.3111635447, output_fired_time: 0.8082986474, propagate_forward_time: 33.6555442810, propagate_backward_time: 52.7712898254, weight_update_time: 0.0944222137, other_time: 2.2257232666
epoch time: 8.7954435349s, input_fired_time: 0.1567341387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2082281113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304809570
validation[          , genome  7109] predictions:    9762/  10000 (97.62%), best:    9782/10000 (97.82%), error:       811.14697, best error:       715.07690 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 98.6990127563s, input_fired_time: 1.3860383034, output_fired_time: 0.8400471210, propagate_forward_time: 36.9123497009, propagate_backward_time: 57.2860069275, weight_update_time: 0.0969215259, other_time: 2.2745666504
epoch time: 7.4204382896s, input_fired_time: 0.1375176311, output_fired_time: 0.0000000000, propagate_forward_time: 6.9181675911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647532463
validation[          , genome  7109] predictions:    9692/  10000 (96.92%), best:    9782/10000 (97.82%), error:       967.98212, best error:       715.07690 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 96.6784057617s, input_fired_time: 1.4026324749, output_fired_time: 0.8690099120, propagate_forward_time: 36.1688194275, propagate_backward_time: 56.0221138000, weight_update_time: 0.0935093388, other_time: 2.2158279419
epoch time: 7.9532709122s, input_fired_time: 0.1456577033, output_fired_time: 0.0000000000, propagate_forward_time: 7.4191255569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884878159
validation[          , genome  7109] predictions:    9748/  10000 (97.48%), best:    9782/10000 (97.82%), error:       825.59583, best error:       715.07690 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 97.8378143311s, input_fired_time: 1.4141551256, output_fired_time: 0.8329157829, propagate_forward_time: 36.4895706177, propagate_backward_time: 56.9285621643, weight_update_time: 0.0931257159, other_time: 2.1726112366
epoch time: 7.2151684761s, input_fired_time: 0.1349363178, output_fired_time: 0.0000000000, propagate_forward_time: 6.7210688591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591632843
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       761.02545, best error:       715.07690 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.2096023560s, input_fired_time: 1.2830671072, output_fired_time: 0.7919942737, propagate_forward_time: 34.0097656250, propagate_backward_time: 53.0880508423, weight_update_time: 0.0873605758, other_time: 2.0367279053
epoch time: 7.2785458565s, input_fired_time: 0.1383098066, output_fired_time: 0.0000000000, propagate_forward_time: 6.7776260376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626098633
validation[          , genome  7109] predictions:    9731/  10000 (97.31%), best:    9782/10000 (97.82%), error:       857.39075, best error:       715.07690 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 93.8785781860s, input_fired_time: 1.3097085953, output_fired_time: 0.8243763447, propagate_forward_time: 34.8636093140, propagate_backward_time: 54.7281379700, weight_update_time: 0.0906196535, other_time: 2.1527442932
epoch time: 7.1751518250s, input_fired_time: 0.1372764707, output_fired_time: 0.0000000000, propagate_forward_time: 6.6678872108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699879646
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       749.95758, best error:       715.07690 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.1946182251s, input_fired_time: 1.3289684057, output_fired_time: 0.7962483168, propagate_forward_time: 34.0819854736, propagate_backward_time: 53.7413101196, weight_update_time: 0.0957354233, other_time: 2.2461013794
epoch time: 7.3185753822s, input_fired_time: 0.1384851485, output_fired_time: 0.0000000000, propagate_forward_time: 6.8053107262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747797012
validation[          , genome  7109] predictions:    9785/  10000 (97.85%), best:    9782/10000 (97.82%), error:       727.84351, best error:       715.07690 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 97.9715347290s, input_fired_time: 1.3477206230, output_fired_time: 0.8688972592, propagate_forward_time: 36.5387840271, propagate_backward_time: 56.9689445496, weight_update_time: 0.0945031419, other_time: 2.2471923828
epoch time: 7.2192759514s, input_fired_time: 0.1345984638, output_fired_time: 0.0000000000, propagate_forward_time: 6.7241916656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604860306
validation[          , genome  7109] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       805.67383, best error:       715.07690 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.0498733521s, input_fired_time: 1.3122496605, output_fired_time: 0.8383010626, propagate_forward_time: 35.3640213013, propagate_backward_time: 55.3545799255, weight_update_time: 0.0932333320, other_time: 2.1807212830
epoch time: 7.3564100266s, input_fired_time: 0.1390041113, output_fired_time: 0.0000000000, propagate_forward_time: 6.8455772400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718285561
validation[          , genome  7109] predictions:    9792/  10000 (97.92%), best:    9782/10000 (97.82%), error:       734.63184, best error:       715.07690 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.6551208496s, input_fired_time: 1.3201156855, output_fired_time: 0.8135207295, propagate_forward_time: 35.4638175964, propagate_backward_time: 55.8164596558, weight_update_time: 0.0945834666, other_time: 2.2412071228
epoch time: 7.7046198845s, input_fired_time: 0.1416289210, output_fired_time: 0.0000000000, propagate_forward_time: 7.1816325188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813586235
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       721.78870, best error:       715.07690 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 96.3954696655s, input_fired_time: 1.3363417387, output_fired_time: 0.8159373999, propagate_forward_time: 35.7903022766, propagate_backward_time: 56.3222465515, weight_update_time: 0.0907228440, other_time: 2.1306381226
epoch time: 7.4437069893s, input_fired_time: 0.1425922215, output_fired_time: 0.0000000000, propagate_forward_time: 6.9226789474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784356117
validation[          , genome  7109] predictions:    9798/  10000 (97.98%), best:    9782/10000 (97.82%), error:       721.69720, best error:       715.07690 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 102.4632186890s, input_fired_time: 1.3968324661, output_fired_time: 0.8679746985, propagate_forward_time: 38.3160591125, propagate_backward_time: 59.5771789551, weight_update_time: 0.0967762247, other_time: 2.3051719666
epoch time: 7.5114336014s, input_fired_time: 0.1402278394, output_fired_time: 0.0000000000, propagate_forward_time: 6.9706039429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006018639
validation[          , genome  7109] predictions:    9786/  10000 (97.86%), best:    9782/10000 (97.82%), error:       727.25476, best error:       715.07690 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 97.6106338501s, input_fired_time: 1.3470897675, output_fired_time: 0.8337862492, propagate_forward_time: 36.2114677429, propagate_backward_time: 56.9129562378, weight_update_time: 0.0962713957, other_time: 2.3053321838
epoch time: 8.0244197845s, input_fired_time: 0.1459516436, output_fired_time: 0.0000000000, propagate_forward_time: 7.4915723801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868956566
validation[          , genome  7109] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       697.52222, best error:       697.52222 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 97.1511154175s, input_fired_time: 1.3837760687, output_fired_time: 0.8302378654, propagate_forward_time: 36.2413101196, propagate_backward_time: 56.5026321411, weight_update_time: 0.0930960253, other_time: 2.1931610107
epoch time: 7.2896032333s, input_fired_time: 0.1412532330, output_fired_time: 0.0000000000, propagate_forward_time: 6.7503590584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979907036
validation[          , genome  7109] predictions:    9781/  10000 (97.81%), best:    9799/10000 (97.99%), error:       701.29462, best error:       697.52222 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 99.3148193359s, input_fired_time: 1.3999667168, output_fired_time: 0.8456714749, propagate_forward_time: 36.9648666382, propagate_backward_time: 57.8833465576, weight_update_time: 0.0953729600, other_time: 2.2209701538
epoch time: 7.9988040924s, input_fired_time: 0.1454184800, output_fired_time: 0.0000000000, propagate_forward_time: 7.4500536919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033317566
validation[          , genome  7109] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       810.07520, best error:       697.52222 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 93.3144912720s, input_fired_time: 1.3207943439, output_fired_time: 0.8173818588, propagate_forward_time: 34.5245857239, propagate_backward_time: 54.4784202576, weight_update_time: 0.0926083624, other_time: 2.1733093262
epoch time: 7.6629743576s, input_fired_time: 0.1451018900, output_fired_time: 0.0000000000, propagate_forward_time: 7.1376934052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801789284
validation[          , genome  7109] predictions:    9756/  10000 (97.56%), best:    9799/10000 (97.99%), error:       843.76733, best error:       697.52222 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 95.2325286865s, input_fired_time: 1.3310002089, output_fired_time: 0.8101265430, propagate_forward_time: 35.1599998474, propagate_backward_time: 55.6900482178, weight_update_time: 0.0929559022, other_time: 2.2413520813
epoch time: 7.4038214684s, input_fired_time: 0.1408703029, output_fired_time: 0.0000000000, propagate_forward_time: 6.8961043358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668470383
validation[          , genome  7109] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       745.41345, best error:       697.52222 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.1381988525s, input_fired_time: 1.3318101168, output_fired_time: 0.8221240640, propagate_forward_time: 35.6754226685, propagate_backward_time: 56.1092376709, weight_update_time: 0.0937571600, other_time: 2.1996078491
epoch time: 8.7532835007s, input_fired_time: 0.1572539359, output_fired_time: 0.0000000000, propagate_forward_time: 8.1616392136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343900681
validation[          , genome  7109] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       680.88849, best error:       680.88849 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 100.1654739380s, input_fired_time: 1.4196153879, output_fired_time: 0.8430329561, propagate_forward_time: 37.0476531982, propagate_backward_time: 58.4890937805, weight_update_time: 0.0972303823, other_time: 2.3660774231
epoch time: 8.6257858276s, input_fired_time: 0.1902520955, output_fired_time: 0.0000000000, propagate_forward_time: 7.9768328667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587006569
validation[          , genome  7109] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       716.08228, best error:       680.88849 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.6531829834s, input_fired_time: 1.3531568050, output_fired_time: 0.8214130402, propagate_forward_time: 34.7415237427, propagate_backward_time: 54.4996986389, weight_update_time: 0.0955319181, other_time: 2.2373924255
epoch time: 8.7253332138s, input_fired_time: 0.1587621719, output_fired_time: 0.0000000000, propagate_forward_time: 8.1500034332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165678024
validation[          , genome  7109] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       709.54016, best error:       680.88849 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 101.3575668335s, input_fired_time: 1.3960673809, output_fired_time: 0.8546125889, propagate_forward_time: 37.7026977539, propagate_backward_time: 59.1456413269, weight_update_time: 0.0953120515, other_time: 2.2585487366
epoch time: 9.6329746246s, input_fired_time: 0.1709831506, output_fired_time: 0.0000000000, propagate_forward_time: 9.0211143494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408769608
validation[          , genome  7109] predictions:    9784/  10000 (97.84%), best:    9800/10000 (98.00%), error:       716.39191, best error:       680.88849 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.3310546875s, input_fired_time: 1.3849333525, output_fired_time: 0.8634849191, propagate_forward_time: 36.2870216370, propagate_backward_time: 56.5160865784, weight_update_time: 0.0975055769, other_time: 2.2795257568
epoch time: 7.3278241158s, input_fired_time: 0.1646759361, output_fired_time: 0.0000000000, propagate_forward_time: 6.7821283340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810200691
validation[          , genome  7109] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       746.72784, best error:       680.88849 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 100.7532119751s, input_fired_time: 1.3911464214, output_fired_time: 0.8449851274, propagate_forward_time: 37.5561447144, propagate_backward_time: 58.7151870728, weight_update_time: 0.0937515795, other_time: 2.2457504272
epoch time: 7.9728403091s, input_fired_time: 0.1462050229, output_fired_time: 0.0000000000, propagate_forward_time: 7.4016065598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250288010
validation[          , genome  7109] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       680.49268, best error:       680.49268 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 98.0090713501s, input_fired_time: 1.3688305616, output_fired_time: 0.9091068506, propagate_forward_time: 36.4449920654, propagate_backward_time: 57.0659980774, weight_update_time: 0.0950165465, other_time: 2.2201499939
epoch time: 7.5898594856s, input_fired_time: 0.1439683437, output_fired_time: 0.0000000000, propagate_forward_time: 7.0712313652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746600151
validation[          , genome  7109] predictions:    9794/  10000 (97.94%), best:    9801/10000 (98.01%), error:       723.23145, best error:       680.49268 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.7098159790s, input_fired_time: 1.3923847675, output_fired_time: 0.8608102798, propagate_forward_time: 37.8955497742, propagate_backward_time: 59.2740325928, weight_update_time: 0.0973803326, other_time: 2.2870368958
epoch time: 8.5933208466s, input_fired_time: 0.1535307914, output_fired_time: 0.0000000000, propagate_forward_time: 8.0303955078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093942642
validation[          , genome  7109] predictions:    9794/  10000 (97.94%), best:    9801/10000 (98.01%), error:       684.75232, best error:       680.49268 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.6856079102s, input_fired_time: 1.3995388746, output_fired_time: 0.8138700128, propagate_forward_time: 35.4743728638, propagate_backward_time: 55.7329330444, weight_update_time: 0.0938044786, other_time: 2.2648925781
epoch time: 7.4049115181s, input_fired_time: 0.1436406076, output_fired_time: 0.0000000000, propagate_forward_time: 6.8851966858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760743141
validation[          , genome  7109] predictions:    9786/  10000 (97.86%), best:    9801/10000 (98.01%), error:       743.55536, best error:       680.49268 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 97.8165206909s, input_fired_time: 1.4401210546, output_fired_time: 0.8509379029, propagate_forward_time: 36.3807373047, propagate_backward_time: 56.9237403870, weight_update_time: 0.1150793880, other_time: 2.2209815979
epoch time: 7.3695216179s, input_fired_time: 0.1468109488, output_fired_time: 0.0000000000, propagate_forward_time: 6.8202877045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024229050
validation[          , genome  7109] predictions:    9776/  10000 (97.76%), best:    9801/10000 (98.01%), error:       760.31952, best error:       680.49268 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 95.0436935425s, input_fired_time: 1.3869932890, output_fired_time: 0.8288254142, propagate_forward_time: 35.2017364502, propagate_backward_time: 55.3741645813, weight_update_time: 0.0948778316, other_time: 2.2519721985
epoch time: 7.6990418434s, input_fired_time: 0.1487806290, output_fired_time: 0.0000000000, propagate_forward_time: 7.1650538445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852071762
validation[          , genome  7109] predictions:    9785/  10000 (97.85%), best:    9801/10000 (98.01%), error:       723.41077, best error:       680.49268 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 98.1013488770s, input_fired_time: 1.3705515862, output_fired_time: 0.8505071402, propagate_forward_time: 36.4535331726, propagate_backward_time: 57.2273178101, weight_update_time: 0.0932746753, other_time: 2.1994361877
epoch time: 7.2963166237s, input_fired_time: 0.1470642388, output_fired_time: 0.0000000000, propagate_forward_time: 6.7673211098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819313049
validation[          , genome  7109] predictions:    9770/  10000 (97.70%), best:    9801/10000 (98.01%), error:       747.14740, best error:       680.49268 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 94.3568649292s, input_fired_time: 1.3747286797, output_fired_time: 0.8272246718, propagate_forward_time: 35.0601844788, propagate_backward_time: 54.8251724243, weight_update_time: 0.0946737751, other_time: 2.2695579529
epoch time: 7.6912894249s, input_fired_time: 0.1648043394, output_fired_time: 0.0000000000, propagate_forward_time: 7.1522555351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742294312
validation[          , genome  7109] predictions:    9771/  10000 (97.71%), best:    9801/10000 (98.01%), error:       758.45062, best error:       680.49268 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.4745941162s, input_fired_time: 1.4362040758, output_fired_time: 0.8843927383, propagate_forward_time: 36.1728973389, propagate_backward_time: 56.7303009033, weight_update_time: 0.0935440436, other_time: 2.2508010864
epoch time: 8.2341861725s, input_fired_time: 0.1710154265, output_fired_time: 0.0000000000, propagate_forward_time: 7.6666841507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964862823
validation[          , genome  7109] predictions:    9740/  10000 (97.40%), best:    9801/10000 (98.01%), error:       865.95758, best error:       680.49268 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.9607009888s, input_fired_time: 1.3848551512, output_fired_time: 0.8585963845, propagate_forward_time: 37.1602096558, propagate_backward_time: 58.2852363586, weight_update_time: 0.0958129391, other_time: 2.2718009949
epoch time: 7.5404472351s, input_fired_time: 0.1430500597, output_fired_time: 0.0000000000, propagate_forward_time: 7.0247383118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726587296
validation[          , genome  7109] predictions:    9779/  10000 (97.79%), best:    9801/10000 (98.01%), error:       758.81201, best error:       680.49268 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.8048629761s, input_fired_time: 1.3918143511, output_fired_time: 0.8076657057, propagate_forward_time: 35.4016990662, propagate_backward_time: 55.8909263611, weight_update_time: 0.0962440073, other_time: 2.3127593994
epoch time: 7.3267636299s, input_fired_time: 0.1506658047, output_fired_time: 0.0000000000, propagate_forward_time: 6.7929658890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831319809
validation[          , genome  7109] predictions:    9794/  10000 (97.94%), best:    9801/10000 (98.01%), error:       690.79584, best error:       680.49268 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.5510635376s, input_fired_time: 1.4126415253, output_fired_time: 0.7979654074, propagate_forward_time: 34.6590499878, propagate_backward_time: 54.4469299316, weight_update_time: 0.0948657691, other_time: 2.2344741821
epoch time: 7.6099643707s, input_fired_time: 0.1471681446, output_fired_time: 0.0000000000, propagate_forward_time: 7.0821137428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3806824684
validation[          , genome  7109] predictions:    9764/  10000 (97.64%), best:    9801/10000 (98.01%), error:       764.82135, best error:       680.49268 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 95.2025451660s, input_fired_time: 1.3762322664, output_fired_time: 0.8148309588, propagate_forward_time: 35.2706985474, propagate_backward_time: 55.4829902649, weight_update_time: 0.0939745754, other_time: 2.2577857971
epoch time: 8.1580972672s, input_fired_time: 0.1509974599, output_fired_time: 0.0000000000, propagate_forward_time: 7.6162867546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908133507
validation[          , genome  7109] predictions:    9753/  10000 (97.53%), best:    9801/10000 (98.01%), error:       816.40381, best error:       680.49268 on epoch:    88, 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: 38.3816566467s, input_fired_time: 0.7457947135, output_fired_time: 0.0000000000, propagate_forward_time: 35.6788291931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9570312500
best training[          , genome  7109] predictions:   49770/  50000 (99.54%), best:    9801/10000 (98.01%), error:      1113.77698, best error:       680.49268 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.7511377335s, input_fired_time: 0.1432055235, output_fired_time: 0.0000000000, propagate_forward_time: 7.2226891518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852429390
   testing[          , genome  7109] predictions:    9807/  10000 (98.07%), best:    9801/10000 (98.01%), error:       617.08521, best error:       680.49268 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:02:34 (2035): called boinc_finish(0)

</stderr_txt>
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