Nameexact_genome_1512568488_44_5408_1
Workunit2598376
Created7 Dec 2017, 14:42:19 UTC
Sent7 Dec 2017, 14:47:32 UTC
Report deadline13 Dec 2017, 6:15:15 UTC
Received8 Dec 2017, 16:28:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time2 hours 40 min 55 sec
CPU time2 hours 40 min 36 sec
Validate stateValid
Credit1,411.06
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.95 MB
Peak swap size151.85 MB
Peak disk usage1.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 88.4885406494s, input_fired_time: 0.7314010262, output_fired_time: 0.5840658545, propagate_forward_time: 33.2901344299, propagate_backward_time: 51.9403038025, weight_update_time: 0.1157023683, other_time: 1.9426345825
epoch time: 7.0799179077s, input_fired_time: 0.0820016861, output_fired_time: 0.0000000000, propagate_forward_time: 6.6443967819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535194397
validation[          , genome  5408] predictions:    9574/  10000 (95.74%), best:    9636/10000 (96.36%), error:      1344.15833, best error:      1199.86023 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.4714050293s, input_fired_time: 0.7327046394, output_fired_time: 0.5865807533, propagate_forward_time: 33.2458076477, propagate_backward_time: 51.9488220215, weight_update_time: 0.1172803193, other_time: 1.9574928284
epoch time: 7.1506571770s, input_fired_time: 0.0819948018, output_fired_time: 0.0000000000, propagate_forward_time: 6.7173337936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513283730
validation[          , genome  5408] predictions:    9644/  10000 (96.44%), best:    9636/10000 (96.36%), error:      1231.75220, best error:      1199.86023 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.2806930542s, input_fired_time: 0.7298159003, output_fired_time: 0.5991258025, propagate_forward_time: 33.1426467896, propagate_backward_time: 51.8409576416, weight_update_time: 0.1329340637, other_time: 1.9681472778
epoch time: 7.2328038216s, input_fired_time: 0.0822480097, output_fired_time: 0.0000000000, propagate_forward_time: 6.7962770462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542785645
validation[          , genome  5408] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1180.85938, best error:      1180.85938 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.3315658569s, input_fired_time: 0.7251597047, output_fired_time: 0.5853843093, propagate_forward_time: 32.7502937317, propagate_backward_time: 51.3213424683, weight_update_time: 0.1149135157, other_time: 1.9493904114
epoch time: 6.9719829559s, input_fired_time: 0.0812829956, output_fired_time: 0.0000000000, propagate_forward_time: 6.5382499695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524498940
validation[          , genome  5408] predictions:    9635/  10000 (96.35%), best:    9659/10000 (96.59%), error:      1260.88245, best error:      1180.85938 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 87.5928268433s, input_fired_time: 0.7327187657, output_fired_time: 0.5799899697, propagate_forward_time: 33.0067100525, propagate_backward_time: 51.3319664001, weight_update_time: 0.1146878675, other_time: 1.9414443970
epoch time: 6.9765591621s, input_fired_time: 0.0820157006, output_fired_time: 0.0000000000, propagate_forward_time: 6.5419340134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526096344
validation[          , genome  5408] predictions:    9648/  10000 (96.48%), best:    9659/10000 (96.59%), error:      1192.31372, best error:      1180.85938 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.9083557129s, input_fired_time: 0.7286307812, output_fired_time: 0.5913110375, propagate_forward_time: 32.8842964172, propagate_backward_time: 51.7425613403, weight_update_time: 0.1148088202, other_time: 1.9615592957
epoch time: 6.9762487411s, input_fired_time: 0.0811437592, output_fired_time: 0.0000000000, propagate_forward_time: 6.5427846909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523201942
validation[          , genome  5408] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1185.00769, best error:      1180.85938 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 87.7337188721s, input_fired_time: 0.7296404839, output_fired_time: 0.5892304182, propagate_forward_time: 32.9443397522, propagate_backward_time: 51.5151672363, weight_update_time: 0.1154804677, other_time: 1.9553413391
epoch time: 7.2148227692s, input_fired_time: 0.0818348825, output_fired_time: 0.0000000000, propagate_forward_time: 6.7785134315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544745445
validation[          , genome  5408] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1053.59473, best error:      1053.59473 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.2955093384s, input_fired_time: 0.7380661368, output_fired_time: 0.5839951038, propagate_forward_time: 32.9786605835, propagate_backward_time: 52.0270385742, weight_update_time: 0.1157873943, other_time: 1.9677505493
epoch time: 7.0795269012s, input_fired_time: 0.0833611339, output_fired_time: 0.0000000000, propagate_forward_time: 6.6441388130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520269394
validation[          , genome  5408] predictions:    9630/  10000 (96.30%), best:    9685/10000 (96.85%), error:      1166.50977, best error:      1053.59473 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.2470474243s, input_fired_time: 0.7271873355, output_fired_time: 0.5774556398, propagate_forward_time: 33.1157798767, propagate_backward_time: 51.8536109924, weight_update_time: 0.1147000492, other_time: 1.9730148315
epoch time: 6.9879117012s, input_fired_time: 0.0820752159, output_fired_time: 0.0000000000, propagate_forward_time: 6.5540637970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517727852
validation[          , genome  5408] predictions:    9602/  10000 (96.02%), best:    9685/10000 (96.85%), error:      1359.58740, best error:      1053.59473 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 87.4116363525s, input_fired_time: 0.7302486897, output_fired_time: 0.5855136514, propagate_forward_time: 32.8244323730, propagate_backward_time: 51.3347091675, weight_update_time: 0.1144438535, other_time: 1.9367370605
epoch time: 6.9719996452s, input_fired_time: 0.0814135671, output_fired_time: 0.0000000000, propagate_forward_time: 6.5380516052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525342941
validation[          , genome  5408] predictions:    9680/  10000 (96.80%), best:    9685/10000 (96.85%), error:      1087.53552, best error:      1053.59473 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.2731475830s, input_fired_time: 0.7426465750, output_fired_time: 0.5826346278, propagate_forward_time: 33.1255607605, propagate_backward_time: 51.8736457825, weight_update_time: 0.1148149297, other_time: 1.9486618042
epoch time: 6.9808397293s, input_fired_time: 0.0818928778, output_fired_time: 0.0000000000, propagate_forward_time: 6.5475831032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513636589
validation[          , genome  5408] predictions:    9551/  10000 (95.51%), best:    9685/10000 (96.85%), error:      1476.15344, best error:      1053.59473 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.3864517212s, input_fired_time: 0.7305439115, output_fired_time: 0.5864459872, propagate_forward_time: 32.7592964172, propagate_backward_time: 51.3667945862, weight_update_time: 0.1147254631, other_time: 1.9433670044
epoch time: 6.9744777679s, input_fired_time: 0.0809312165, output_fired_time: 0.0000000000, propagate_forward_time: 6.5416998863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518466949
validation[          , genome  5408] predictions:    9641/  10000 (96.41%), best:    9685/10000 (96.85%), error:      1212.87402, best error:      1053.59473 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.4444732666s, input_fired_time: 0.7309616804, output_fired_time: 0.5854675174, propagate_forward_time: 32.7511672974, propagate_backward_time: 51.4376449585, weight_update_time: 0.1146359742, other_time: 1.9392318726
epoch time: 6.9704637527s, input_fired_time: 0.0821575895, output_fired_time: 0.0000000000, propagate_forward_time: 6.5358710289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524351120
validation[          , genome  5408] predictions:    9671/  10000 (96.71%), best:    9685/10000 (96.85%), error:      1135.02734, best error:      1053.59473 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 87.4126968384s, input_fired_time: 0.7295562029, output_fired_time: 0.5822455883, propagate_forward_time: 32.7618293762, propagate_backward_time: 51.3846359253, weight_update_time: 0.1150272787, other_time: 1.9544334412
epoch time: 7.1130027771s, input_fired_time: 0.0824432895, output_fired_time: 0.0000000000, propagate_forward_time: 6.6782865524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522729874
validation[          , genome  5408] predictions:    9656/  10000 (96.56%), best:    9685/10000 (96.85%), error:      1156.65356, best error:      1053.59473 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.3748855591s, input_fired_time: 0.7366561890, output_fired_time: 0.6039769053, propagate_forward_time: 33.1417846680, propagate_backward_time: 51.9213027954, weight_update_time: 0.1158031449, other_time: 1.9711685181
epoch time: 6.9735989571s, input_fired_time: 0.0838920325, output_fired_time: 0.0000000000, propagate_forward_time: 6.5366826057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530244827
validation[          , genome  5408] predictions:    9629/  10000 (96.29%), best:    9685/10000 (96.85%), error:      1292.94116, best error:      1053.59473 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.0195159912s, input_fired_time: 0.7367978096, output_fired_time: 0.5850808024, propagate_forward_time: 32.9442787170, propagate_backward_time: 51.8024749756, weight_update_time: 0.1155553386, other_time: 1.9508781433
epoch time: 7.0570311546s, input_fired_time: 0.0836102739, output_fired_time: 0.0000000000, propagate_forward_time: 6.6207427979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526782990
validation[          , genome  5408] predictions:    9598/  10000 (95.98%), best:    9685/10000 (96.85%), error:      1370.30957, best error:      1053.59473 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.2844772339s, input_fired_time: 0.7402122617, output_fired_time: 0.5872087479, propagate_forward_time: 33.1679229736, propagate_backward_time: 51.8476905823, weight_update_time: 0.1161049604, other_time: 1.9414405823
epoch time: 7.0687456131s, input_fired_time: 0.0833973959, output_fired_time: 0.0000000000, propagate_forward_time: 6.6320047379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533434868
validation[          , genome  5408] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1050.55127, best error:      1050.55127 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.6912002563s, input_fired_time: 0.7361752391, output_fired_time: 0.5800207257, propagate_forward_time: 33.3370895386, propagate_backward_time: 52.0842514038, weight_update_time: 0.1271879226, other_time: 1.9536666870
epoch time: 7.0407595634s, input_fired_time: 0.0827506036, output_fired_time: 0.0000000000, propagate_forward_time: 6.6055145264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524942398
validation[          , genome  5408] predictions:    9650/  10000 (96.50%), best:    9696/10000 (96.96%), error:      1189.95813, best error:      1050.55127 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.1492691040s, input_fired_time: 0.7392244935, output_fired_time: 0.5878908038, propagate_forward_time: 33.0732727051, propagate_backward_time: 51.8033905029, weight_update_time: 0.1160744578, other_time: 1.9454879761
epoch time: 7.0582604408s, input_fired_time: 0.0827142969, output_fired_time: 0.0000000000, propagate_forward_time: 6.6218643188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536820412
validation[          , genome  5408] predictions:    9671/  10000 (96.71%), best:    9696/10000 (96.96%), error:      1110.64685, best error:      1050.55127 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.2310638428s, input_fired_time: 0.7393966913, output_fired_time: 0.5844686627, propagate_forward_time: 33.1746673584, propagate_backward_time: 51.7854919434, weight_update_time: 0.1163681671, other_time: 1.9470443726
epoch time: 7.0570263863s, input_fired_time: 0.0829767585, output_fired_time: 0.0000000000, propagate_forward_time: 6.6218476295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522019386
validation[          , genome  5408] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1022.57556, best error:      1022.57556 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.5548095703s, input_fired_time: 0.7410022616, output_fired_time: 0.5849444270, propagate_forward_time: 33.3543357849, propagate_backward_time: 51.9066696167, weight_update_time: 0.1384086758, other_time: 1.9678535461
epoch time: 6.9819502831s, input_fired_time: 0.0838625059, output_fired_time: 0.0000000000, propagate_forward_time: 6.5479373932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501505852
validation[          , genome  5408] predictions:    9659/  10000 (96.59%), best:    9694/10000 (96.94%), error:      1072.86426, best error:      1022.57556 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.4041290283s, input_fired_time: 0.7352058887, output_fired_time: 0.5847095251, propagate_forward_time: 32.7931098938, propagate_backward_time: 51.3450851440, weight_update_time: 0.1146547645, other_time: 1.9460182190
epoch time: 7.2302083969s, input_fired_time: 0.0836893767, output_fired_time: 0.0000000000, propagate_forward_time: 6.7940888405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524303436
validation[          , genome  5408] predictions:    9588/  10000 (95.88%), best:    9694/10000 (96.94%), error:      1295.41711, best error:      1022.57556 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 87.4686508179s, input_fired_time: 0.7358002067, output_fired_time: 0.5820739269, propagate_forward_time: 32.8133583069, propagate_backward_time: 51.3920516968, weight_update_time: 0.1149955839, other_time: 1.9453620911
epoch time: 7.0579314232s, input_fired_time: 0.0844812393, output_fired_time: 0.0000000000, propagate_forward_time: 6.6192550659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541951180
validation[          , genome  5408] predictions:    9688/  10000 (96.88%), best:    9694/10000 (96.94%), error:      1053.54285, best error:      1022.57556 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 87.4309692383s, input_fired_time: 0.7329390645, output_fired_time: 0.5802772045, propagate_forward_time: 32.8329353333, propagate_backward_time: 51.3470039368, weight_update_time: 0.1143920049, other_time: 1.9378128052
epoch time: 6.9738693237s, input_fired_time: 0.0823785514, output_fired_time: 0.0000000000, propagate_forward_time: 6.5404844284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510065079
validation[          , genome  5408] predictions:    9642/  10000 (96.42%), best:    9694/10000 (96.94%), error:      1167.89038, best error:      1022.57556 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.3510818481s, input_fired_time: 0.7345225811, output_fired_time: 0.5853144526, propagate_forward_time: 32.7423973083, propagate_backward_time: 51.3498649597, weight_update_time: 0.1146131679, other_time: 1.9389877319
epoch time: 6.9757261276s, input_fired_time: 0.0829300955, output_fired_time: 0.0000000000, propagate_forward_time: 6.5412893295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515067101
validation[          , genome  5408] predictions:    9703/  10000 (97.03%), best:    9694/10000 (96.94%), error:      1037.19751, best error:      1022.57556 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.3501663208s, input_fired_time: 0.7346220613, output_fired_time: 0.5849648714, propagate_forward_time: 32.7455368042, propagate_backward_time: 51.3480758667, weight_update_time: 0.1146237105, other_time: 1.9369659424
epoch time: 6.9765672684s, input_fired_time: 0.0829901546, output_fired_time: 0.0000000000, propagate_forward_time: 6.5424633026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511137962
validation[          , genome  5408] predictions:    9654/  10000 (96.54%), best:    9694/10000 (96.94%), error:      1198.62927, best error:      1022.57556 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 87.3699188232s, input_fired_time: 0.7370653152, output_fired_time: 0.5863882303, propagate_forward_time: 32.7457084656, propagate_backward_time: 51.3632926941, weight_update_time: 0.1144444048, other_time: 1.9374618530
epoch time: 6.9770016670s, input_fired_time: 0.0834868401, output_fired_time: 0.0000000000, propagate_forward_time: 6.5407547951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527598381
validation[          , genome  5408] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:      1011.79926, best error:      1011.79926 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.3628005981s, input_fired_time: 0.7378208637, output_fired_time: 0.5850651860, propagate_forward_time: 32.7460746765, propagate_backward_time: 51.3550834656, weight_update_time: 0.1144238114, other_time: 1.9387512207
epoch time: 6.9765882492s, input_fired_time: 0.0835685879, output_fired_time: 0.0000000000, propagate_forward_time: 6.5428476334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501720428
validation[          , genome  5408] predictions:    9657/  10000 (96.57%), best:    9712/10000 (97.12%), error:      1181.27637, best error:      1011.79926 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.3747711182s, input_fired_time: 0.7366396785, output_fired_time: 0.5855932832, propagate_forward_time: 32.7633323669, propagate_backward_time: 51.3509483337, weight_update_time: 0.1147315651, other_time: 1.9382553101
epoch time: 6.9963436127s, input_fired_time: 0.0833894983, output_fired_time: 0.0000000000, propagate_forward_time: 6.5629615784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499927521
validation[          , genome  5408] predictions:    9619/  10000 (96.19%), best:    9712/10000 (97.12%), error:      1262.19482, best error:      1011.79926 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.0307388306s, input_fired_time: 0.7404271960, output_fired_time: 0.5928392410, propagate_forward_time: 32.9927406311, propagate_backward_time: 51.7271766663, weight_update_time: 0.1175403669, other_time: 1.9775543213
epoch time: 6.9676303864s, input_fired_time: 0.0832436755, output_fired_time: 0.0000000000, propagate_forward_time: 6.5331945419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511919975
validation[          , genome  5408] predictions:    9694/  10000 (96.94%), best:    9712/10000 (97.12%), error:      1097.68469, best error:      1011.79926 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.3297882080s, input_fired_time: 0.7447285056, output_fired_time: 0.5926924944, propagate_forward_time: 33.0358047485, propagate_backward_time: 51.9541969299, weight_update_time: 0.1164069697, other_time: 2.0023689270
epoch time: 6.9944634438s, input_fired_time: 0.0838062465, output_fired_time: 0.0000000000, propagate_forward_time: 6.5571260452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535313606
validation[          , genome  5408] predictions:    9655/  10000 (96.55%), best:    9712/10000 (97.12%), error:      1190.96301, best error:      1011.79926 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.5961227417s, input_fired_time: 0.7435446978, output_fired_time: 0.5839627981, propagate_forward_time: 32.9051513672, propagate_backward_time: 51.4114646912, weight_update_time: 0.1164052114, other_time: 1.9519996643
epoch time: 7.1390991211s, input_fired_time: 0.0845275074, output_fired_time: 0.0000000000, propagate_forward_time: 6.7026929855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518786430
validation[          , genome  5408] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:      1042.71936, best error:      1011.79926 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 88.3173675537s, input_fired_time: 0.7410830855, output_fired_time: 0.5857655406, propagate_forward_time: 33.2050704956, propagate_backward_time: 51.8394317627, weight_update_time: 0.1150267273, other_time: 1.9460220337
epoch time: 6.0043487549s, input_fired_time: 0.0745254606, output_fired_time: 0.0000000000, propagate_forward_time: 5.6156058311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142175674
validation[          , genome  5408] predictions:    9662/  10000 (96.62%), best:    9712/10000 (97.12%), error:      1193.41345, best error:      1011.79926 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 87.4035186768s, input_fired_time: 0.7396121025, output_fired_time: 0.5816272497, propagate_forward_time: 32.7823905945, propagate_backward_time: 51.3633460999, weight_update_time: 0.1142427027, other_time: 1.9365463257
epoch time: 6.9865250587s, input_fired_time: 0.0840687752, output_fired_time: 0.0000000000, propagate_forward_time: 6.5517115593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507447243
validation[          , genome  5408] predictions:    9691/  10000 (96.91%), best:    9712/10000 (97.12%), error:      1032.75903, best error:      1011.79926 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 87.5197906494s, input_fired_time: 0.7395495772, output_fired_time: 0.5815314651, propagate_forward_time: 32.8717460632, propagate_backward_time: 51.3822937012, weight_update_time: 0.1149532422, other_time: 1.9446754456
epoch time: 7.0746436119s, input_fired_time: 0.0841220990, output_fired_time: 0.0000000000, propagate_forward_time: 6.6393547058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511667252
validation[          , genome  5408] predictions:    9696/  10000 (96.96%), best:    9712/10000 (97.12%), error:      1059.29016, best error:      1011.79926 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.7057876587s, input_fired_time: 0.7366225719, output_fired_time: 0.5894752145, propagate_forward_time: 33.0534973145, propagate_backward_time: 51.3828353882, weight_update_time: 0.1149124205, other_time: 1.9433517456
epoch time: 6.9794254303s, input_fired_time: 0.0841196775, output_fired_time: 0.0000000000, propagate_forward_time: 6.5425844193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527212143
validation[          , genome  5408] predictions:    9640/  10000 (96.40%), best:    9712/10000 (97.12%), error:      1272.68958, best error:      1011.79926 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 87.3712158203s, input_fired_time: 0.7405231595, output_fired_time: 0.5859775543, propagate_forward_time: 32.7506446838, propagate_backward_time: 51.3539009094, weight_update_time: 0.1146602258, other_time: 1.9401702881
epoch time: 6.9774875641s, input_fired_time: 0.0841254592, output_fired_time: 0.0000000000, propagate_forward_time: 6.5428791046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504829407
validation[          , genome  5408] predictions:    9708/  10000 (97.08%), best:    9712/10000 (97.12%), error:      1053.84253, best error:      1011.79926 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.3731002808s, input_fired_time: 0.7404114008, output_fired_time: 0.5856021643, propagate_forward_time: 32.7530784607, propagate_backward_time: 51.3547286987, weight_update_time: 0.1146998852, other_time: 1.9392814636
epoch time: 6.9824900627s, input_fired_time: 0.0847955346, output_fired_time: 0.0000000000, propagate_forward_time: 6.5458531380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518414497
validation[          , genome  5408] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1006.64240, best error:      1006.64240 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.8953857422s, input_fired_time: 0.7443592548, output_fired_time: 0.5846212506, propagate_forward_time: 32.9996147156, propagate_backward_time: 51.6196784973, weight_update_time: 0.1156219989, other_time: 1.9471130371
epoch time: 7.0381627083s, input_fired_time: 0.0849790275, output_fired_time: 0.0000000000, propagate_forward_time: 6.6017346382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514490128
validation[          , genome  5408] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       993.32544, best error:       993.32544 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 88.1328048706s, input_fired_time: 0.7481763959, output_fired_time: 0.5871503353, propagate_forward_time: 33.0837745667, propagate_backward_time: 51.7673835754, weight_update_time: 0.1160160154, other_time: 1.9463195801
epoch time: 7.1304497719s, input_fired_time: 0.0848364308, output_fired_time: 0.0000000000, propagate_forward_time: 6.6939196587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516936302
validation[          , genome  5408] predictions:    9680/  10000 (96.80%), best:    9709/10000 (97.09%), error:      1127.28760, best error:       993.32544 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 88.3660812378s, input_fired_time: 0.7494842410, output_fired_time: 0.5872344971, propagate_forward_time: 33.2079238892, propagate_backward_time: 51.8742942810, weight_update_time: 0.1163044870, other_time: 1.9471473694
epoch time: 7.0749320984s, input_fired_time: 0.0848861113, output_fired_time: 0.0000000000, propagate_forward_time: 6.6383843422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516616821
validation[          , genome  5408] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       938.15637, best error:       938.15637 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.3864135742s, input_fired_time: 0.7479747534, output_fired_time: 0.5846844912, propagate_forward_time: 33.2317047119, propagate_backward_time: 51.8700027466, weight_update_time: 0.1165638119, other_time: 1.9520416260
epoch time: 7.0724158287s, input_fired_time: 0.0853433460, output_fired_time: 0.0000000000, propagate_forward_time: 6.6338181496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532543182
validation[          , genome  5408] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:      1037.17224, best error:       938.15637 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 88.2231216431s, input_fired_time: 0.7470263243, output_fired_time: 0.5853858590, propagate_forward_time: 33.1727600098, propagate_backward_time: 51.7686882019, weight_update_time: 0.1161005944, other_time: 1.9492607117
epoch time: 7.0769195557s, input_fired_time: 0.0846685469, output_fired_time: 0.0000000000, propagate_forward_time: 6.6393847466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528661728
validation[          , genome  5408] predictions:    9644/  10000 (96.44%), best:    9738/10000 (97.38%), error:      1252.98535, best error:       938.15637 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.9813156128s, input_fired_time: 0.7484762669, output_fired_time: 0.5760669112, propagate_forward_time: 32.9424781799, propagate_backward_time: 51.7645568848, weight_update_time: 0.1166761443, other_time: 1.9497413635
epoch time: 7.0457525253s, input_fired_time: 0.0845656097, output_fired_time: 0.0000000000, propagate_forward_time: 6.6090474129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521394730
validation[          , genome  5408] predictions:    9672/  10000 (96.72%), best:    9738/10000 (97.38%), error:      1094.39905, best error:       938.15637 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.9874420166s, input_fired_time: 0.7499037981, output_fired_time: 0.5930140615, propagate_forward_time: 33.0522384644, propagate_backward_time: 51.6509895325, weight_update_time: 0.1159149408, other_time: 1.9412956238
epoch time: 7.0309987068s, input_fired_time: 0.0847703144, output_fired_time: 0.0000000000, propagate_forward_time: 6.5932998657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529286385
validation[          , genome  5408] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:      1030.54321, best error:       938.15637 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 88.2346954346s, input_fired_time: 0.7690134048, output_fired_time: 0.6340297461, propagate_forward_time: 33.0077056885, propagate_backward_time: 51.8359870911, weight_update_time: 0.1149504483, other_time: 1.9879570007
epoch time: 6.9761185646s, input_fired_time: 0.0848878175, output_fired_time: 0.0000000000, propagate_forward_time: 6.5389285088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523020744
validation[          , genome  5408] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       974.12299, best error:       938.15637 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 87.8879928589s, input_fired_time: 0.7484807968, output_fired_time: 0.5837669969, propagate_forward_time: 32.9606246948, propagate_backward_time: 51.6323661804, weight_update_time: 0.1152737141, other_time: 1.9627494812
epoch time: 7.0641036034s, input_fired_time: 0.0850510821, output_fired_time: 0.0000000000, propagate_forward_time: 6.6268286705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522238731
validation[          , genome  5408] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:      1001.92316, best error:       938.15637 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.0572204590s, input_fired_time: 0.7474058270, output_fired_time: 0.5833760500, propagate_forward_time: 33.0361366272, propagate_backward_time: 51.7433776855, weight_update_time: 0.1150365770, other_time: 1.9469261169
epoch time: 7.0412125587s, input_fired_time: 0.0857794508, output_fired_time: 0.0000000000, propagate_forward_time: 6.6022405624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531923294
validation[          , genome  5408] predictions:    9675/  10000 (96.75%), best:    9738/10000 (97.38%), error:      1139.73926, best error:       938.15637 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 87.3459548950s, input_fired_time: 0.7445471883, output_fired_time: 0.5821747184, propagate_forward_time: 32.7291526794, propagate_backward_time: 51.3436927795, weight_update_time: 0.1144202799, other_time: 1.9463882446
epoch time: 6.9757661819s, input_fired_time: 0.0856547058, output_fired_time: 0.0000000000, propagate_forward_time: 6.5378146172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522968292
validation[          , genome  5408] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:      1033.07581, best error:       938.15637 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.3145675659s, input_fired_time: 0.7439237237, output_fired_time: 0.5828836560, propagate_forward_time: 32.7500305176, propagate_backward_time: 51.2963447571, weight_update_time: 0.1144413576, other_time: 1.9413795471
epoch time: 6.9723939896s, input_fired_time: 0.0850318223, output_fired_time: 0.0000000000, propagate_forward_time: 6.5358753204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514866829
validation[          , genome  5408] predictions:    9694/  10000 (96.94%), best:    9738/10000 (97.38%), error:      1065.46936, best error:       938.15637 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.2443618774s, input_fired_time: 0.7429541349, output_fired_time: 0.5818040371, propagate_forward_time: 32.7100944519, propagate_backward_time: 51.2655181885, weight_update_time: 0.1145436913, other_time: 1.9439964294
epoch time: 7.0447750092s, input_fired_time: 0.0847969800, output_fired_time: 0.0000000000, propagate_forward_time: 6.6089544296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510236740
validation[          , genome  5408] predictions:    9657/  10000 (96.57%), best:    9738/10000 (97.38%), error:      1116.76758, best error:       938.15637 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.3962097168s, input_fired_time: 0.7426713705, output_fired_time: 0.5850844383, propagate_forward_time: 32.7610435486, propagate_backward_time: 51.3606529236, weight_update_time: 0.1146866903, other_time: 1.9467620850
epoch time: 7.0699205399s, input_fired_time: 0.0850671753, output_fired_time: 0.0000000000, propagate_forward_time: 6.6230850220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617682457
validation[          , genome  5408] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:      1027.59229, best error:       938.15637 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 88.4640960693s, input_fired_time: 0.7472782135, output_fired_time: 0.5897002816, propagate_forward_time: 33.1346702576, propagate_backward_time: 52.0260314941, weight_update_time: 0.1157306880, other_time: 1.9664192200
epoch time: 7.0470628738s, input_fired_time: 0.0858610794, output_fired_time: 0.0000000000, propagate_forward_time: 6.6077132225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534884453
validation[          , genome  5408] predictions:    9664/  10000 (96.64%), best:    9738/10000 (97.38%), error:      1168.03113, best error:       938.15637 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.9979324341s, input_fired_time: 0.7587261796, output_fired_time: 0.5940093994, propagate_forward_time: 33.1265335083, propagate_backward_time: 51.5731315613, weight_update_time: 0.1164482981, other_time: 1.9455299377
epoch time: 7.0828166008s, input_fired_time: 0.0853400752, output_fired_time: 0.0000000000, propagate_forward_time: 6.6437315941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537449837
validation[          , genome  5408] predictions:    9679/  10000 (96.79%), best:    9738/10000 (97.38%), error:      1106.05286, best error:       938.15637 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.5825271606s, input_fired_time: 0.7559046149, output_fired_time: 0.5898703933, propagate_forward_time: 33.2401161194, propagate_backward_time: 52.0344696045, weight_update_time: 0.1167631075, other_time: 1.9621696472
epoch time: 7.0804038048s, input_fired_time: 0.0863014385, output_fired_time: 0.0000000000, propagate_forward_time: 6.6404933929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536090851
validation[          , genome  5408] predictions:    9717/  10000 (97.17%), best:    9738/10000 (97.38%), error:       982.79956, best error:       938.15637 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.3991165161s, input_fired_time: 0.7543590069, output_fired_time: 0.5878036022, propagate_forward_time: 33.2165908813, propagate_backward_time: 51.8935775757, weight_update_time: 0.1166111380, other_time: 1.9467849731
epoch time: 7.0628004074s, input_fired_time: 0.0861480460, output_fired_time: 0.0000000000, propagate_forward_time: 6.6237478256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529043198
validation[          , genome  5408] predictions:    9684/  10000 (96.84%), best:    9738/10000 (97.38%), error:      1092.51831, best error:       938.15637 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.6833877563s, input_fired_time: 0.7514957190, output_fired_time: 0.5862402320, propagate_forward_time: 33.0043983459, propagate_backward_time: 52.3669013977, weight_update_time: 0.1175249666, other_time: 1.9743499756
epoch time: 7.0999355316s, input_fired_time: 0.0868782550, output_fired_time: 0.0000000000, propagate_forward_time: 6.6567955017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562617302
validation[          , genome  5408] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:      1038.15710, best error:       938.15637 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 87.6487426758s, input_fired_time: 0.7477309704, output_fired_time: 0.5854521990, propagate_forward_time: 32.9079856873, propagate_backward_time: 51.4611434937, weight_update_time: 0.1149078235, other_time: 1.9464302063
epoch time: 6.9646782875s, input_fired_time: 0.0847792625, output_fired_time: 0.0000000000, propagate_forward_time: 6.5273966789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525023460
validation[          , genome  5408] predictions:    9666/  10000 (96.66%), best:    9738/10000 (97.38%), error:      1145.58301, best error:       938.15637 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 88.1070556641s, input_fired_time: 0.7483771443, output_fired_time: 0.5856748223, propagate_forward_time: 33.0452690125, propagate_backward_time: 51.7747383118, weight_update_time: 0.1155050173, other_time: 1.9529953003
epoch time: 7.0453763008s, input_fired_time: 0.0862994492, output_fired_time: 0.0000000000, propagate_forward_time: 6.6059947014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530821800
validation[          , genome  5408] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:      1025.30432, best error:       938.15637 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.2304000854s, input_fired_time: 0.7532535195, output_fired_time: 0.5861656666, propagate_forward_time: 33.1307563782, propagate_backward_time: 51.8122253418, weight_update_time: 0.1158249751, other_time: 1.9480018616
epoch time: 7.2109713554s, input_fired_time: 0.0862641633, output_fired_time: 0.0000000000, propagate_forward_time: 6.7539958954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707113266
validation[          , genome  5408] predictions:    9698/  10000 (96.98%), best:    9738/10000 (97.38%), error:      1045.16113, best error:       938.15637 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 87.5742263794s, input_fired_time: 0.7477993369, output_fired_time: 0.5821435452, propagate_forward_time: 32.8971977234, propagate_backward_time: 51.4031257629, weight_update_time: 0.1149380729, other_time: 1.9439544678
epoch time: 7.0221238136s, input_fired_time: 0.0873306766, output_fired_time: 0.0000000000, propagate_forward_time: 6.5800414085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547515869
validation[          , genome  5408] predictions:    9644/  10000 (96.44%), best:    9738/10000 (97.38%), error:      1221.76733, best error:       938.15637 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.2530822754s, input_fired_time: 0.7486080527, output_fired_time: 0.5818650723, propagate_forward_time: 32.7254142761, propagate_backward_time: 51.2479362488, weight_update_time: 0.1150328219, other_time: 1.9492568970
epoch time: 6.9782047272s, input_fired_time: 0.0861558169, output_fired_time: 0.0000000000, propagate_forward_time: 6.5394091606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526396751
validation[          , genome  5408] predictions:    9608/  10000 (96.08%), best:    9738/10000 (97.38%), error:      1265.43677, best error:       938.15637 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 87.9879150391s, input_fired_time: 0.7563804388, output_fired_time: 0.5854343772, propagate_forward_time: 32.9628562927, propagate_backward_time: 51.7335777283, weight_update_time: 0.1152112484, other_time: 1.9496688843
epoch time: 6.9727110863s, input_fired_time: 0.0859792829, output_fired_time: 0.0000000000, propagate_forward_time: 6.5357456207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509860039
validation[          , genome  5408] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:      1030.26050, best error:       938.15637 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 87.2691879272s, input_fired_time: 0.7483326793, output_fired_time: 0.5845136642, propagate_forward_time: 32.7108535767, propagate_backward_time: 51.2889633179, weight_update_time: 0.1143597811, other_time: 1.9365310669
epoch time: 6.9735183716s, input_fired_time: 0.0863649622, output_fired_time: 0.0000000000, propagate_forward_time: 6.5363979340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507556915
validation[          , genome  5408] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:      1018.09015, best error:       938.15637 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.8963088989s, input_fired_time: 0.7500289679, output_fired_time: 0.5851668119, propagate_forward_time: 32.9296875000, propagate_backward_time: 51.6630935669, weight_update_time: 0.1153892800, other_time: 1.9683303833
epoch time: 7.1453413963s, input_fired_time: 0.0882190168, output_fired_time: 0.0000000000, propagate_forward_time: 6.6509976387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061245918
validation[          , genome  5408] predictions:    9698/  10000 (96.98%), best:    9738/10000 (97.38%), error:      1034.30981, best error:       938.15637 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.2787246704s, input_fired_time: 0.7575885057, output_fired_time: 0.5980864763, propagate_forward_time: 32.9650611877, propagate_backward_time: 51.9522361755, weight_update_time: 0.1169297770, other_time: 2.0057525635
epoch time: 7.0067105293s, input_fired_time: 0.0871204734, output_fired_time: 0.0000000000, propagate_forward_time: 6.5670824051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525075912
validation[          , genome  5408] predictions:    9720/  10000 (97.20%), best:    9738/10000 (97.38%), error:       972.00055, best error:       938.15637 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.0080108643s, input_fired_time: 0.7606080770, output_fired_time: 0.5809291601, propagate_forward_time: 33.0264968872, propagate_backward_time: 51.6920242310, weight_update_time: 0.1162111089, other_time: 1.9479522705
epoch time: 7.0476117134s, input_fired_time: 0.0867282227, output_fired_time: 0.0000000000, propagate_forward_time: 6.6087183952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521652222
validation[          , genome  5408] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       967.57050, best error:       938.15637 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 88.2966232300s, input_fired_time: 0.7549778223, output_fired_time: 0.5810330510, propagate_forward_time: 33.2058296204, propagate_backward_time: 51.8095169067, weight_update_time: 0.1156422496, other_time: 1.9452705383
epoch time: 7.0624370575s, input_fired_time: 0.0866781399, output_fired_time: 0.0000000000, propagate_forward_time: 6.6259450912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498139381
validation[          , genome  5408] predictions:    9729/  10000 (97.29%), best:    9738/10000 (97.38%), error:       956.11621, best error:       938.15637 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.3612213135s, input_fired_time: 0.7562261820, output_fired_time: 0.5858237147, propagate_forward_time: 33.1816101074, propagate_backward_time: 51.8888397217, weight_update_time: 0.1162721291, other_time: 1.9487228394
epoch time: 7.0088901520s, input_fired_time: 0.0865027010, output_fired_time: 0.0000000000, propagate_forward_time: 6.5705900192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517975807
validation[          , genome  5408] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:      1018.72827, best error:       938.15637 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 87.9474716187s, input_fired_time: 0.7541910410, output_fired_time: 0.5845032334, propagate_forward_time: 32.9705886841, propagate_backward_time: 51.6987266541, weight_update_time: 0.1152354404, other_time: 1.9394645691
epoch time: 7.0653100014s, input_fired_time: 0.0865657553, output_fired_time: 0.0000000000, propagate_forward_time: 6.6259951591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527488708
validation[          , genome  5408] predictions:    9685/  10000 (96.85%), best:    9738/10000 (97.38%), error:      1079.90601, best error:       938.15637 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.2471694946s, input_fired_time: 0.7560956478, output_fired_time: 0.5844971538, propagate_forward_time: 33.1734046936, propagate_backward_time: 51.7902565002, weight_update_time: 0.1154974103, other_time: 1.9429168701
epoch time: 7.0599279404s, input_fired_time: 0.0864510536, output_fired_time: 0.0000000000, propagate_forward_time: 6.6216554642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518214226
validation[          , genome  5408] predictions:    9685/  10000 (96.85%), best:    9738/10000 (97.38%), error:      1055.41736, best error:       938.15637 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.7284317017s, input_fired_time: 0.7755973339, output_fired_time: 0.5944993496, propagate_forward_time: 33.3986282349, propagate_backward_time: 51.9983596802, weight_update_time: 0.1158398241, other_time: 1.9613494873
epoch time: 7.1462049484s, input_fired_time: 0.0872713327, output_fired_time: 0.0000000000, propagate_forward_time: 6.6937870979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651466370
validation[          , genome  5408] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       986.10400, best error:       938.15637 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.0868377686s, input_fired_time: 0.7546665072, output_fired_time: 0.5868518949, propagate_forward_time: 33.0205459595, propagate_backward_time: 51.7690200806, weight_update_time: 0.1149511039, other_time: 1.9557495117
epoch time: 7.0676112175s, input_fired_time: 0.0869360268, output_fired_time: 0.0000000000, propagate_forward_time: 6.6299762726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506989479
validation[          , genome  5408] predictions:    9710/  10000 (97.10%), best:    9738/10000 (97.38%), error:       986.65387, best error:       938.15637 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 87.9732971191s, input_fired_time: 0.7594775558, output_fired_time: 0.5890486836, propagate_forward_time: 33.0172195435, propagate_backward_time: 51.6650733948, weight_update_time: 0.1150439605, other_time: 1.9424781799
epoch time: 7.0856847763s, input_fired_time: 0.0871328637, output_fired_time: 0.0000000000, propagate_forward_time: 6.6431946754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553571701
validation[          , genome  5408] predictions:    9699/  10000 (96.99%), best:    9738/10000 (97.38%), error:      1016.62030, best error:       938.15637 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.2525100708s, input_fired_time: 0.7558368444, output_fired_time: 0.5827246904, propagate_forward_time: 33.1579704285, propagate_backward_time: 51.8130264282, weight_update_time: 0.1156091616, other_time: 1.9429512024
epoch time: 7.0682215691s, input_fired_time: 0.0870534778, output_fired_time: 0.0000000000, propagate_forward_time: 6.6279301643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532381058
validation[          , genome  5408] predictions:    9671/  10000 (96.71%), best:    9738/10000 (97.38%), error:      1096.45801, best error:       938.15637 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.5096588135s, input_fired_time: 0.7613220215, output_fired_time: 0.5867896676, propagate_forward_time: 33.2513198853, propagate_backward_time: 51.9623184204, weight_update_time: 0.1163383871, other_time: 1.9479064941
epoch time: 7.0875759125s, input_fired_time: 0.0882373229, output_fired_time: 0.0000000000, propagate_forward_time: 6.6452617645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540768623
validation[          , genome  5408] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:       999.65851, best error:       938.15637 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 88.5490036011s, input_fired_time: 0.7619390488, output_fired_time: 0.5852185488, propagate_forward_time: 33.2921562195, propagate_backward_time: 51.9625015259, weight_update_time: 0.1158924922, other_time: 1.9471855164
epoch time: 7.0847840309s, input_fired_time: 0.0872549415, output_fired_time: 0.0000000000, propagate_forward_time: 6.6451039314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524250984
validation[          , genome  5408] predictions:    9673/  10000 (96.73%), best:    9738/10000 (97.38%), error:      1162.12500, best error:       938.15637 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.3839111328s, input_fired_time: 0.7595188022, output_fired_time: 0.5850598812, propagate_forward_time: 33.2281455994, propagate_backward_time: 51.8656501770, weight_update_time: 0.1166776195, other_time: 1.9455337524
epoch time: 7.0557875633s, input_fired_time: 0.0875367075, output_fired_time: 0.0000000000, propagate_forward_time: 6.6159920692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522586823
validation[          , genome  5408] predictions:    9701/  10000 (97.01%), best:    9738/10000 (97.38%), error:      1071.92041, best error:       938.15637 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 88.9784164429s, input_fired_time: 0.7654659152, output_fired_time: 0.5950282216, propagate_forward_time: 33.3256301880, propagate_backward_time: 52.3010139465, weight_update_time: 0.1174275354, other_time: 1.9912757874
epoch time: 7.0783834457s, input_fired_time: 0.0869925693, output_fired_time: 0.0000000000, propagate_forward_time: 6.6394710541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519196510
validation[          , genome  5408] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:      1003.72821, best error:       938.15637 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 88.4459762573s, input_fired_time: 0.7594661117, output_fired_time: 0.5847581625, propagate_forward_time: 33.2066116333, propagate_backward_time: 51.9541702271, weight_update_time: 0.1155565679, other_time: 1.9409713745
epoch time: 7.0749063492s, input_fired_time: 0.0875625461, output_fired_time: 0.0000000000, propagate_forward_time: 6.6342658997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530778885
validation[          , genome  5408] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       987.96576, best error:       938.15637 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.2879867554s, input_fired_time: 0.7612661719, output_fired_time: 0.5865307450, propagate_forward_time: 33.1677589417, propagate_backward_time: 51.8243522644, weight_update_time: 0.1161960289, other_time: 1.9480743408
epoch time: 7.0716295242s, input_fired_time: 0.0865758881, output_fired_time: 0.0000000000, propagate_forward_time: 6.6329345703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521189690
validation[          , genome  5408] predictions:    9686/  10000 (96.86%), best:    9738/10000 (97.38%), error:      1074.87415, best error:       938.15637 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 88.1653442383s, input_fired_time: 0.7594838142, output_fired_time: 0.5835368633, propagate_forward_time: 33.1460647583, propagate_backward_time: 51.7342376709, weight_update_time: 0.1157510579, other_time: 1.9420242310
epoch time: 7.0642256737s, input_fired_time: 0.0876522958, output_fired_time: 0.0000000000, propagate_forward_time: 6.6238512993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527221680
validation[          , genome  5408] predictions:    9710/  10000 (97.10%), best:    9738/10000 (97.38%), error:       990.88904, best error:       938.15637 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.1897201538s, input_fired_time: 0.7669643760, output_fired_time: 0.5752949119, propagate_forward_time: 33.2058677673, propagate_backward_time: 51.6933135986, weight_update_time: 0.1164226681, other_time: 1.9482765198
epoch time: 7.0798964500s, input_fired_time: 0.0877898708, output_fired_time: 0.0000000000, propagate_forward_time: 6.6389021873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532042503
validation[          , genome  5408] predictions:    9697/  10000 (96.97%), best:    9738/10000 (97.38%), error:      1031.77234, best error:       938.15637 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.2106246948s, input_fired_time: 0.7601778507, output_fired_time: 0.5822253227, propagate_forward_time: 33.1305732727, propagate_backward_time: 51.7940368652, weight_update_time: 0.1160811409, other_time: 1.9436149597
epoch time: 7.0619692802s, input_fired_time: 0.0875241756, output_fired_time: 0.0000000000, propagate_forward_time: 6.6218471527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525981903
validation[          , genome  5408] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       992.95972, best error:       938.15637 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.4718017578s, input_fired_time: 0.7627201080, output_fired_time: 0.5855173469, propagate_forward_time: 33.2892799377, propagate_backward_time: 51.8836097717, weight_update_time: 0.1160629392, other_time: 1.9506759644
epoch time: 7.0893836021s, input_fired_time: 0.0880890191, output_fired_time: 0.0000000000, propagate_forward_time: 6.6456403732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556542397
validation[          , genome  5408] predictions:    9675/  10000 (96.75%), best:    9738/10000 (97.38%), error:      1093.22632, best error:       938.15637 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 88.3008422852s, input_fired_time: 0.7631537914, output_fired_time: 0.5881170034, propagate_forward_time: 33.1531600952, propagate_backward_time: 51.8472785950, weight_update_time: 0.1162810624, other_time: 1.9491310120
epoch time: 7.0491175652s, input_fired_time: 0.0876476541, output_fired_time: 0.0000000000, propagate_forward_time: 6.6095318794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519382477
validation[          , genome  5408] predictions:    9696/  10000 (96.96%), best:    9738/10000 (97.38%), error:      1026.73474, best error:       938.15637 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.0956115723s, input_fired_time: 0.7617037296, output_fired_time: 0.5881378055, propagate_forward_time: 33.0575561523, propagate_backward_time: 51.7475776672, weight_update_time: 0.1158582419, other_time: 1.9406394958
epoch time: 7.0501565933s, input_fired_time: 0.0869968757, output_fired_time: 0.0000000000, propagate_forward_time: 6.6108145714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523449898
validation[          , genome  5408] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:       997.61798, best error:       938.15637 on epoch:    54, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 36.1095542908s, input_fired_time: 0.4353057444, output_fired_time: 0.0000000000, propagate_forward_time: 33.6478652954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0263824463
best training[          , genome  5408] predictions:   49209/  50000 (98.42%), best:    9738/10000 (97.38%), error:      2837.10645, best error:       938.15637 on epoch:    54, 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: 7.2316608429s, input_fired_time: 0.0848536789, output_fired_time: 0.0000000000, propagate_forward_time: 6.7417922020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050149918
   testing[          , genome  5408] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       902.67639, best error:       938.15637 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:28:14 (21407): called boinc_finish(0)

</stderr_txt>
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