Nameexact_genome_1512568488_42_6684_1
Workunit2604641
Created7 Dec 2017, 21:13:23 UTC
Sent7 Dec 2017, 21:18:58 UTC
Report deadline17 Dec 2017, 13:05:39 UTC
Received9 Dec 2017, 5:40:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 6 min 27 sec
CPU time5 hours 5 min 57 sec
Validate stateValid
Credit2,414.36
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.88 MB
Peak swap size162.70 MB
Peak disk usage3.02 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.33%), best:    9748/10000 (97.48%), error:       880.59869, best error:       811.55957 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 166.7202758789s, input_fired_time: 2.2636914253, output_fired_time: 2.1039721966, propagate_forward_time: 63.4234237671, propagate_backward_time: 94.8685836792, weight_update_time: 0.2245648205, other_time: 4.0606079102
epoch time: 13.8625192642s, input_fired_time: 0.2844958901, output_fired_time: 0.0000000000, propagate_forward_time: 12.8699140549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081089020
validation[          , genome  6684] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       841.91888, best error:       811.55957 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 166.9961242676s, input_fired_time: 2.2758576870, output_fired_time: 2.1071429253, propagate_forward_time: 63.5121650696, propagate_backward_time: 95.0165481567, weight_update_time: 0.2273633480, other_time: 4.0844039917
epoch time: 13.6419229507s, input_fired_time: 0.2832317650, output_fired_time: 0.0000000000, propagate_forward_time: 12.6523771286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063140869
validation[          , genome  6684] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1064.59387, best error:       811.55957 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 166.4717559814s, input_fired_time: 2.2565751076, output_fired_time: 2.0949141979, propagate_forward_time: 63.3245277405, propagate_backward_time: 94.7664871216, weight_update_time: 0.2238285393, other_time: 4.0292587280
epoch time: 13.8593082428s, input_fired_time: 0.2884669900, output_fired_time: 0.0000000000, propagate_forward_time: 12.8563652039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7144756317
validation[          , genome  6684] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       966.37494, best error:       811.55957 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 168.2672119141s, input_fired_time: 2.2963190079, output_fired_time: 2.1223182678, propagate_forward_time: 63.9948196411, propagate_backward_time: 95.6926498413, weight_update_time: 0.2327348441, other_time: 4.1611022949
epoch time: 13.5287780762s, input_fired_time: 0.2777712941, output_fired_time: 0.0000000000, propagate_forward_time: 12.5737953186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6772117615
validation[          , genome  6684] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       884.97449, best error:       811.55957 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 167.0537261963s, input_fired_time: 2.2823998928, output_fired_time: 2.1104431152, propagate_forward_time: 63.5161628723, propagate_backward_time: 95.0362243652, weight_update_time: 0.2281472832, other_time: 4.1085052490
epoch time: 13.7353935242s, input_fired_time: 0.2837350368, output_fired_time: 0.0000000000, propagate_forward_time: 12.7386846542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7129735947
validation[          , genome  6684] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       842.08221, best error:       811.55957 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 168.0052795410s, input_fired_time: 2.3064436913, output_fired_time: 2.1281502247, propagate_forward_time: 63.9387512207, propagate_backward_time: 95.4656524658, weight_update_time: 0.2329841554, other_time: 4.1662902832
epoch time: 13.8401765823s, input_fired_time: 0.2883799374, output_fired_time: 0.0000000000, propagate_forward_time: 12.8347663879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170305252
validation[          , genome  6684] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       823.53430, best error:       811.55957 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 167.3959655762s, input_fired_time: 2.2799229622, output_fired_time: 2.1211416721, propagate_forward_time: 63.5791206360, propagate_backward_time: 95.2896194458, weight_update_time: 0.2293602675, other_time: 4.1261672974
epoch time: 12.9383440018s, input_fired_time: 0.2761876285, output_fired_time: 0.0000000000, propagate_forward_time: 11.9776344299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845216751
validation[          , genome  6684] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1035.31384, best error:       811.55957 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 167.3668518066s, input_fired_time: 2.3016865253, output_fired_time: 2.1179454327, propagate_forward_time: 63.5896759033, propagate_backward_time: 95.1624679565, weight_update_time: 0.2323124111, other_time: 4.1950759888
epoch time: 13.7923583984s, input_fired_time: 0.2913802564, output_fired_time: 0.0000000000, propagate_forward_time: 12.7668466568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7341318130
validation[          , genome  6684] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       834.40948, best error:       811.55957 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 164.5196533203s, input_fired_time: 2.2725303173, output_fired_time: 2.0843348503, propagate_forward_time: 62.4776039124, propagate_backward_time: 93.5786895752, weight_update_time: 0.2275237292, other_time: 4.1064910889
epoch time: 13.7173805237s, input_fired_time: 0.2887076139, output_fired_time: 0.0000000000, propagate_forward_time: 12.7013530731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7273197174
validation[          , genome  6684] predictions:    9761/  10000 (97.61%), best:    9748/10000 (97.48%), error:       818.17102, best error:       811.55957 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 167.7920989990s, input_fired_time: 2.3045520782, output_fired_time: 2.1271250248, propagate_forward_time: 63.6982650757, propagate_backward_time: 95.5169754028, weight_update_time: 0.2299249917, other_time: 4.1451873779
epoch time: 13.4756374359s, input_fired_time: 0.2802253067, output_fired_time: 0.0000000000, propagate_forward_time: 12.5063524246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890592575
validation[          , genome  6684] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       783.70410, best error:       783.70410 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 167.2471618652s, input_fired_time: 2.2944979668, output_fired_time: 2.1238682270, propagate_forward_time: 63.5317726135, propagate_backward_time: 95.1041336060, weight_update_time: 0.2317901105, other_time: 4.1928939819
epoch time: 13.8233699799s, input_fired_time: 0.2960471511, output_fired_time: 0.0000000000, propagate_forward_time: 12.7844600677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428627014
validation[          , genome  6684] predictions:    9634/  10000 (96.34%), best:    9771/10000 (97.71%), error:      1143.62805, best error:       783.70410 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 166.9056243896s, input_fired_time: 2.2958538532, output_fired_time: 2.1185963154, propagate_forward_time: 63.3575248718, propagate_backward_time: 94.9834365845, weight_update_time: 0.2299269438, other_time: 4.1502151489
epoch time: 13.6116447449s, input_fired_time: 0.2928030789, output_fired_time: 0.0000000000, propagate_forward_time: 12.5726737976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7461681366
validation[          , genome  6684] predictions:    9725/  10000 (97.25%), best:    9771/10000 (97.71%), error:       949.68054, best error:       783.70410 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 166.8638153076s, input_fired_time: 2.2968707085, output_fired_time: 2.1242144108, propagate_forward_time: 63.4417762756, propagate_backward_time: 94.8477478027, weight_update_time: 0.2303653359, other_time: 4.1531982422
epoch time: 13.7255697250s, input_fired_time: 0.2933073044, output_fired_time: 0.0000000000, propagate_forward_time: 12.7007741928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7314882278
validation[          , genome  6684] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       881.69989, best error:       783.70410 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 168.0334167480s, input_fired_time: 2.3082168102, output_fired_time: 2.1205911636, propagate_forward_time: 63.8222656250, propagate_backward_time: 95.6341629028, weight_update_time: 0.2316458374, other_time: 4.1481857300
epoch time: 13.7880697250s, input_fired_time: 0.2885975242, output_fired_time: 0.0000000000, propagate_forward_time: 12.7810020447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7184705734
validation[          , genome  6684] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       758.42706, best error:       758.42706 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 167.8874359131s, input_fired_time: 2.3006799221, output_fired_time: 2.1169433594, propagate_forward_time: 63.7182617188, propagate_backward_time: 95.5876007080, weight_update_time: 0.2315530628, other_time: 4.1639556885
epoch time: 13.4940490723s, input_fired_time: 0.2868316174, output_fired_time: 0.0000000000, propagate_forward_time: 12.4866714478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7205457687
validation[          , genome  6684] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       756.02917, best error:       756.02917 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 167.7732086182s, input_fired_time: 2.3026180267, output_fired_time: 2.1303076744, propagate_forward_time: 63.6205139160, propagate_backward_time: 95.5177307129, weight_update_time: 0.2326979637, other_time: 4.2020416260
epoch time: 13.8669242859s, input_fired_time: 0.2962759733, output_fired_time: 0.0000000000, propagate_forward_time: 12.8167791367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7538690567
validation[          , genome  6684] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       731.46484, best error:       731.46484 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 166.8780822754s, input_fired_time: 2.2979953289, output_fired_time: 2.1211929321, propagate_forward_time: 63.5262298584, propagate_backward_time: 94.7745437622, weight_update_time: 0.2309602648, other_time: 4.1581192017
epoch time: 13.7990674973s, input_fired_time: 0.2988918424, output_fired_time: 0.0000000000, propagate_forward_time: 12.7476358414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7525396347
validation[          , genome  6684] predictions:    9729/  10000 (97.29%), best:    9785/10000 (97.85%), error:       858.81915, best error:       731.46484 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 167.2407073975s, input_fired_time: 2.3037931919, output_fired_time: 2.1146237850, propagate_forward_time: 63.4832801819, propagate_backward_time: 95.1751632690, weight_update_time: 0.2295573950, other_time: 4.1638565063
epoch time: 13.7054700851s, input_fired_time: 0.3001711965, output_fired_time: 0.0000000000, propagate_forward_time: 12.6394643784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7658348083
validation[          , genome  6684] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       790.17340, best error:       731.46484 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 167.2329711914s, input_fired_time: 2.3031847477, output_fired_time: 2.1193573475, propagate_forward_time: 63.5296287537, propagate_backward_time: 95.1276321411, weight_update_time: 0.2319084853, other_time: 4.1531600952
epoch time: 13.8757562637s, input_fired_time: 0.2915333509, output_fired_time: 0.0000000000, propagate_forward_time: 12.8673248291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168979645
validation[          , genome  6684] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       791.22491, best error:       731.46484 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 167.6318817139s, input_fired_time: 2.3078587055, output_fired_time: 2.1274957657, propagate_forward_time: 63.7767829895, propagate_backward_time: 95.2280273438, weight_update_time: 0.2333599627, other_time: 4.1917114258
epoch time: 13.7742700577s, input_fired_time: 0.2955724597, output_fired_time: 0.0000000000, propagate_forward_time: 12.7406749725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380228043
validation[          , genome  6684] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       842.15308, best error:       731.46484 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 168.1150817871s, input_fired_time: 2.3185586929, output_fired_time: 2.1315994263, propagate_forward_time: 63.8398208618, propagate_backward_time: 95.6323394775, weight_update_time: 0.2338699102, other_time: 4.1927566528
epoch time: 13.8322267532s, input_fired_time: 0.2957947254, output_fired_time: 0.0000000000, propagate_forward_time: 12.8062038422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302284241
validation[          , genome  6684] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       773.38220, best error:       731.46484 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 166.1651000977s, input_fired_time: 2.2864053249, output_fired_time: 2.0947201252, propagate_forward_time: 63.0495491028, propagate_backward_time: 94.6227874756, weight_update_time: 0.2263434827, other_time: 4.1116333008
epoch time: 13.7529869080s, input_fired_time: 0.2961674631, output_fired_time: 0.0000000000, propagate_forward_time: 12.7175140381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7393054962
validation[          , genome  6684] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       726.28278, best error:       726.28278 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 167.8468780518s, input_fired_time: 2.3055150509, output_fired_time: 2.1236879826, propagate_forward_time: 63.6143798828, propagate_backward_time: 95.6649246216, weight_update_time: 0.2320267558, other_time: 4.1383743286
epoch time: 13.7512788773s, input_fired_time: 0.2945280671, output_fired_time: 0.0000000000, propagate_forward_time: 12.7333393097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7234115601
validation[          , genome  6684] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       739.17560, best error:       726.28278 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 167.9076538086s, input_fired_time: 2.3141608238, output_fired_time: 2.1375825405, propagate_forward_time: 63.7050781250, propagate_backward_time: 95.5162048340, weight_update_time: 0.2356342673, other_time: 4.2346191406
epoch time: 13.8307275772s, input_fired_time: 0.2857984900, output_fired_time: 0.0000000000, propagate_forward_time: 12.8417949677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031345367
validation[          , genome  6684] predictions:    9757/  10000 (97.57%), best:    9789/10000 (97.89%), error:       810.65143, best error:       726.28278 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 167.6787719727s, input_fired_time: 2.3087728024, output_fired_time: 2.1261649132, propagate_forward_time: 63.6988525391, propagate_backward_time: 95.3720932007, weight_update_time: 0.2312310487, other_time: 4.1728897095
epoch time: 13.8274612427s, input_fired_time: 0.2919491231, output_fired_time: 0.0000000000, propagate_forward_time: 12.8149242401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7205877304
validation[          , genome  6684] predictions:    9764/  10000 (97.64%), best:    9789/10000 (97.89%), error:       749.18555, best error:       726.28278 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 167.2843170166s, input_fired_time: 2.3170015812, output_fired_time: 2.1297771931, propagate_forward_time: 63.5270233154, propagate_backward_time: 95.1492538452, weight_update_time: 0.2308967412, other_time: 4.1612625122
epoch time: 13.7551040649s, input_fired_time: 0.2891294658, output_fired_time: 0.0000000000, propagate_forward_time: 12.7688264847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971483231
validation[          , genome  6684] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       719.38159, best error:       719.38159 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.7257080078s, input_fired_time: 2.2828326225, output_fired_time: 2.0953590870, propagate_forward_time: 62.9701652527, propagate_backward_time: 94.3120727539, weight_update_time: 0.2261770815, other_time: 4.0652770996
epoch time: 13.8120422363s, input_fired_time: 0.2903526425, output_fired_time: 0.0000000000, propagate_forward_time: 12.8019199371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7197694778
validation[          , genome  6684] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       703.53522, best error:       703.53522 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 167.7367706299s, input_fired_time: 2.3082108498, output_fired_time: 2.1235890388, propagate_forward_time: 63.7433090210, propagate_backward_time: 95.4294433594, weight_update_time: 0.2350649834, other_time: 4.1322097778
epoch time: 13.8121223450s, input_fired_time: 0.2924713790, output_fired_time: 0.0000000000, propagate_forward_time: 12.7832736969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7363777161
validation[          , genome  6684] predictions:    9736/  10000 (97.36%), best:    9786/10000 (97.86%), error:       845.28625, best error:       703.53522 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 168.4674835205s, input_fired_time: 2.3205120564, output_fired_time: 2.1343445778, propagate_forward_time: 64.0289230347, propagate_backward_time: 95.7972488403, weight_update_time: 0.2327603996, other_time: 4.1864624023
epoch time: 13.8115606308s, input_fired_time: 0.2992783785, output_fired_time: 0.0000000000, propagate_forward_time: 12.7617626190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505197525
validation[          , genome  6684] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       802.55792, best error:       703.53522 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 166.6273193359s, input_fired_time: 2.2844913006, output_fired_time: 2.1030297279, propagate_forward_time: 63.3632164001, propagate_backward_time: 94.8427810669, weight_update_time: 0.2250702232, other_time: 4.0338058472
epoch time: 13.4626741409s, input_fired_time: 0.2867543101, output_fired_time: 0.0000000000, propagate_forward_time: 12.4851303101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6907892227
validation[          , genome  6684] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       782.61755, best error:       703.53522 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 167.4180603027s, input_fired_time: 2.2959260941, output_fired_time: 2.1135210991, propagate_forward_time: 63.5474052429, propagate_backward_time: 95.4056015015, weight_update_time: 0.2256927937, other_time: 4.0555953979
epoch time: 13.8597650528s, input_fired_time: 0.2904238403, output_fired_time: 0.0000000000, propagate_forward_time: 12.8466567993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7226848602
validation[          , genome  6684] predictions:    9747/  10000 (97.47%), best:    9786/10000 (97.86%), error:       802.52167, best error:       703.53522 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 168.0146789551s, input_fired_time: 2.3218305111, output_fired_time: 2.1242198944, propagate_forward_time: 63.6640548706, propagate_backward_time: 95.6879196167, weight_update_time: 0.2348115444, other_time: 4.2166595459
epoch time: 13.6343822479s, input_fired_time: 0.2894843519, output_fired_time: 0.0000000000, propagate_forward_time: 12.6310606003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138376236
validation[          , genome  6684] predictions:    9768/  10000 (97.68%), best:    9786/10000 (97.86%), error:       800.74310, best error:       703.53522 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 166.5000915527s, input_fired_time: 2.2943136692, output_fired_time: 2.0989325047, propagate_forward_time: 63.2868881226, propagate_backward_time: 94.7495956421, weight_update_time: 0.2267316580, other_time: 4.0703582764
epoch time: 13.7435026169s, input_fired_time: 0.2837846875, output_fired_time: 0.0000000000, propagate_forward_time: 12.7696714401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6900463104
validation[          , genome  6684] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       731.77850, best error:       703.53522 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 168.4870147705s, input_fired_time: 2.3204686642, output_fired_time: 2.1294806004, propagate_forward_time: 64.0027389526, propagate_backward_time: 95.9026641846, weight_update_time: 0.2298430502, other_time: 4.1316604614
epoch time: 13.8083257675s, input_fired_time: 0.2956492901, output_fired_time: 0.0000000000, propagate_forward_time: 12.7832889557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7293872833
validation[          , genome  6684] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       687.14246, best error:       687.14246 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 166.7608947754s, input_fired_time: 2.2943334579, output_fired_time: 2.1030039787, propagate_forward_time: 63.2833023071, propagate_backward_time: 95.0011672974, weight_update_time: 0.2278856039, other_time: 4.0791015625
epoch time: 13.7915582657s, input_fired_time: 0.2965258658, output_fired_time: 0.0000000000, propagate_forward_time: 12.7694520950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7255802155
validation[          , genome  6684] predictions:    9774/  10000 (97.74%), best:    9796/10000 (97.96%), error:       744.25482, best error:       687.14246 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 167.1842041016s, input_fired_time: 2.3027572632, output_fired_time: 2.1063754559, propagate_forward_time: 63.6393623352, propagate_backward_time: 95.0347442627, weight_update_time: 0.2286726236, other_time: 4.1009674072
epoch time: 13.7975273132s, input_fired_time: 0.2835097611, output_fired_time: 0.0000000000, propagate_forward_time: 12.8184604645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955566406
validation[          , genome  6684] predictions:    9693/  10000 (96.93%), best:    9796/10000 (97.96%), error:      1052.62891, best error:       687.14246 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 167.6205902100s, input_fired_time: 2.3130195141, output_fired_time: 2.1293394566, propagate_forward_time: 63.6795463562, propagate_backward_time: 95.3331680298, weight_update_time: 0.2315075397, other_time: 4.1655197144
epoch time: 13.7591705322s, input_fired_time: 0.2905994356, output_fired_time: 0.0000000000, propagate_forward_time: 12.7482767105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7202939987
validation[          , genome  6684] predictions:    9766/  10000 (97.66%), best:    9796/10000 (97.96%), error:       731.87476, best error:       687.14246 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 167.7239990234s, input_fired_time: 2.3072643280, output_fired_time: 2.1092927456, propagate_forward_time: 63.7286987305, propagate_backward_time: 95.4639739990, weight_update_time: 0.2272001058, other_time: 4.1147613525
epoch time: 13.6066312790s, input_fired_time: 0.2827402055, output_fired_time: 0.0000000000, propagate_forward_time: 12.6287670135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6951236725
validation[          , genome  6684] predictions:    9744/  10000 (97.44%), best:    9796/10000 (97.96%), error:       799.76959, best error:       687.14246 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.4282836914s, input_fired_time: 2.3097388744, output_fired_time: 2.1135454178, propagate_forward_time: 63.5480880737, propagate_backward_time: 95.3405151367, weight_update_time: 0.2295235842, other_time: 4.1164016724
epoch time: 13.5361003876s, input_fired_time: 0.2877793610, output_fired_time: 0.0000000000, propagate_forward_time: 12.5298366547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7184839249
validation[          , genome  6684] predictions:    9727/  10000 (97.27%), best:    9796/10000 (97.96%), error:       830.10376, best error:       687.14246 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 165.6844024658s, input_fired_time: 2.2936511040, output_fired_time: 2.0864522457, propagate_forward_time: 62.8717651367, propagate_backward_time: 94.3369827271, weight_update_time: 0.2265959680, other_time: 4.0955429077
epoch time: 13.6965017319s, input_fired_time: 0.2916700542, output_fired_time: 0.0000000000, propagate_forward_time: 12.6870231628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178087234
validation[          , genome  6684] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       670.88666, best error:       670.88666 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 166.7495117188s, input_fired_time: 2.2922182083, output_fired_time: 2.1001672745, propagate_forward_time: 63.3415908813, propagate_backward_time: 94.9969024658, weight_update_time: 0.2247839868, other_time: 4.0186233521
epoch time: 13.7277193069s, input_fired_time: 0.2975232005, output_fired_time: 0.0000000000, propagate_forward_time: 12.6985101700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7316856384
validation[          , genome  6684] predictions:    9724/  10000 (97.24%), best:    9797/10000 (97.97%), error:       860.77710, best error:       670.88666 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 167.1965637207s, input_fired_time: 2.3046567440, output_fired_time: 2.1114914417, propagate_forward_time: 63.6491928101, propagate_backward_time: 95.0482635498, weight_update_time: 0.2268642336, other_time: 4.0829544067
epoch time: 13.7422657013s, input_fired_time: 0.2967833579, output_fired_time: 0.0000000000, propagate_forward_time: 12.7254381180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200441360
validation[          , genome  6684] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       778.12872, best error:       670.88666 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 165.9585876465s, input_fired_time: 2.3014969826, output_fired_time: 2.1141855717, propagate_forward_time: 62.9364471436, propagate_backward_time: 94.4790496826, weight_update_time: 0.2291943878, other_time: 4.1274108887
epoch time: 13.6168880463s, input_fired_time: 0.2871552408, output_fired_time: 0.0000000000, propagate_forward_time: 12.6303482056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993846893
validation[          , genome  6684] predictions:    9756/  10000 (97.56%), best:    9797/10000 (97.97%), error:       738.65411, best error:       670.88666 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 166.8955383301s, input_fired_time: 2.3053047657, output_fired_time: 2.1083450317, propagate_forward_time: 63.3101882935, propagate_backward_time: 95.0564041138, weight_update_time: 0.2303104997, other_time: 4.1153106689
epoch time: 13.4383525848s, input_fired_time: 0.2873953283, output_fired_time: 0.0000000000, propagate_forward_time: 12.4400119781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7109451294
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9797/10000 (97.97%), error:       735.02704, best error:       670.88666 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.3363952637s, input_fired_time: 2.3115861416, output_fired_time: 2.1115720272, propagate_forward_time: 63.4500999451, propagate_backward_time: 95.3239593506, weight_update_time: 0.2287222296, other_time: 4.1391754150
epoch time: 13.8376502991s, input_fired_time: 0.2902803719, output_fired_time: 0.0000000000, propagate_forward_time: 12.8378162384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7095537186
validation[          , genome  6684] predictions:    9767/  10000 (97.67%), best:    9797/10000 (97.97%), error:       797.89838, best error:       670.88666 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 167.0805969238s, input_fired_time: 2.3093426228, output_fired_time: 2.1064407825, propagate_forward_time: 63.4466400146, propagate_backward_time: 95.1277542114, weight_update_time: 0.2277802229, other_time: 4.0904159546
epoch time: 13.7836313248s, input_fired_time: 0.2928707302, output_fired_time: 0.0000000000, propagate_forward_time: 12.7569599152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338008881
validation[          , genome  6684] predictions:    9779/  10000 (97.79%), best:    9797/10000 (97.97%), error:       766.25977, best error:       670.88666 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 167.6202087402s, input_fired_time: 2.3067178726, output_fired_time: 2.1158683300, propagate_forward_time: 63.6525764465, propagate_backward_time: 95.4677963257, weight_update_time: 0.2265437394, other_time: 4.0772476196
epoch time: 13.8878927231s, input_fired_time: 0.2973470092, output_fired_time: 0.0000000000, propagate_forward_time: 12.8504686356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400770187
validation[          , genome  6684] predictions:    9801/  10000 (98.01%), best:    9797/10000 (97.97%), error:       701.61804, best error:       670.88666 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 167.1553802490s, input_fired_time: 2.3018779755, output_fired_time: 2.1189539433, propagate_forward_time: 63.5021362305, propagate_backward_time: 95.1847229004, weight_update_time: 0.2256323993, other_time: 4.0476837158
epoch time: 13.8360548019s, input_fired_time: 0.2926541269, output_fired_time: 0.0000000000, propagate_forward_time: 12.8282289505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7151718140
validation[          , genome  6684] predictions:    9765/  10000 (97.65%), best:    9797/10000 (97.97%), error:       782.92108, best error:       670.88666 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 166.7664337158s, input_fired_time: 2.3018710613, output_fired_time: 2.1068186760, propagate_forward_time: 63.3275985718, propagate_backward_time: 94.9486160278, weight_update_time: 0.2285047621, other_time: 4.0815429688
epoch time: 13.8282499313s, input_fired_time: 0.2930646837, output_fired_time: 0.0000000000, propagate_forward_time: 12.8241395950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7110452652
validation[          , genome  6684] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       732.18854, best error:       670.88666 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 167.3078002930s, input_fired_time: 2.2991483212, output_fired_time: 2.1004555225, propagate_forward_time: 63.4629249573, propagate_backward_time: 95.3769302368, weight_update_time: 0.2265831232, other_time: 4.0683517456
epoch time: 13.6262941360s, input_fired_time: 0.2897295654, output_fired_time: 0.0000000000, propagate_forward_time: 12.6118078232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247571945
validation[          , genome  6684] predictions:    9764/  10000 (97.64%), best:    9797/10000 (97.97%), error:       801.46191, best error:       670.88666 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 167.2883911133s, input_fired_time: 2.3133783340, output_fired_time: 2.1141290665, propagate_forward_time: 63.3359870911, propagate_backward_time: 95.3912353516, weight_update_time: 0.2271299064, other_time: 4.1336517334
epoch time: 13.7768526077s, input_fired_time: 0.2939607501, output_fired_time: 0.0000000000, propagate_forward_time: 12.7641439438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187480927
validation[          , genome  6684] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       709.33459, best error:       670.88666 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 166.7652130127s, input_fired_time: 2.3076267242, output_fired_time: 2.1116812229, propagate_forward_time: 63.3398323059, propagate_backward_time: 94.9125366211, weight_update_time: 0.2278713286, other_time: 4.0935363770
epoch time: 13.7795495987s, input_fired_time: 0.2915696800, output_fired_time: 0.0000000000, propagate_forward_time: 12.7671480179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208318710
validation[          , genome  6684] predictions:    9722/  10000 (97.22%), best:    9797/10000 (97.97%), error:       926.57910, best error:       670.88666 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 166.7336120605s, input_fired_time: 2.2933201790, output_fired_time: 2.1011571884, propagate_forward_time: 63.4953155518, propagate_backward_time: 94.8266296387, weight_update_time: 0.2240696698, other_time: 4.0171966553
epoch time: 13.5842533112s, input_fired_time: 0.2918738127, output_fired_time: 0.0000000000, propagate_forward_time: 12.5808305740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115488052
validation[          , genome  6684] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       768.00726, best error:       670.88666 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 167.3387908936s, input_fired_time: 2.2925145626, output_fired_time: 2.1026701927, propagate_forward_time: 63.6512298584, propagate_backward_time: 95.2669982910, weight_update_time: 0.2249457240, other_time: 4.0253753662
epoch time: 13.6008214951s, input_fired_time: 0.2878268957, output_fired_time: 0.0000000000, propagate_forward_time: 12.6119194031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010755539
validation[          , genome  6684] predictions:    9739/  10000 (97.39%), best:    9797/10000 (97.97%), error:       809.96539, best error:       670.88666 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.9673919678s, input_fired_time: 2.3045580387, output_fired_time: 2.1123328209, propagate_forward_time: 63.8571624756, propagate_backward_time: 95.5896301270, weight_update_time: 0.2290554941, other_time: 4.1036987305
epoch time: 13.8163490295s, input_fired_time: 0.2919383049, output_fired_time: 0.0000000000, propagate_forward_time: 12.8018331528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7225770950
validation[          , genome  6684] predictions:    9783/  10000 (97.83%), best:    9797/10000 (97.97%), error:       766.36761, best error:       670.88666 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 167.5827178955s, input_fired_time: 2.3095722198, output_fired_time: 2.1108143330, propagate_forward_time: 63.6744461060, propagate_backward_time: 95.3770217896, weight_update_time: 0.2297221720, other_time: 4.1108703613
epoch time: 13.7115077972s, input_fired_time: 0.2959083319, output_fired_time: 0.0000000000, propagate_forward_time: 12.7069978714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7086019516
validation[          , genome  6684] predictions:    9766/  10000 (97.66%), best:    9797/10000 (97.97%), error:       826.92023, best error:       670.88666 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 167.7140960693s, input_fired_time: 2.3051018715, output_fired_time: 2.1067528725, propagate_forward_time: 63.7251586914, propagate_backward_time: 95.5018310547, weight_update_time: 0.2265651673, other_time: 4.0752563477
epoch time: 13.7208623886s, input_fired_time: 0.2929704785, output_fired_time: 0.0000000000, propagate_forward_time: 12.7078132629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200784683
validation[          , genome  6684] predictions:    9792/  10000 (97.92%), best:    9797/10000 (97.97%), error:       716.20459, best error:       670.88666 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 166.9258270264s, input_fired_time: 2.2962665558, output_fired_time: 2.0977411270, propagate_forward_time: 63.4512176514, propagate_backward_time: 95.0182952881, weight_update_time: 0.2273260057, other_time: 4.0623016357
epoch time: 13.6280498505s, input_fired_time: 0.2808586657, output_fired_time: 0.0000000000, propagate_forward_time: 12.6581716537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890192032
validation[          , genome  6684] predictions:    9801/  10000 (98.01%), best:    9797/10000 (97.97%), error:       691.08337, best error:       670.88666 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 167.5037231445s, input_fired_time: 2.2966148853, output_fired_time: 2.1087296009, propagate_forward_time: 63.7686538696, propagate_backward_time: 95.3075408936, weight_update_time: 0.2242514491, other_time: 4.0221786499
epoch time: 13.7402963638s, input_fired_time: 0.2892943323, output_fired_time: 0.0000000000, propagate_forward_time: 12.7466602325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7043418884
validation[          , genome  6684] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       712.25305, best error:       670.88666 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 166.6733398438s, input_fired_time: 2.3006110191, output_fired_time: 2.0960061550, propagate_forward_time: 63.4419136047, propagate_backward_time: 94.8169555664, weight_update_time: 0.2249472737, other_time: 4.0178527832
epoch time: 13.5861072540s, input_fired_time: 0.2914601266, output_fired_time: 0.0000000000, propagate_forward_time: 12.5864219666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7082252502
validation[          , genome  6684] predictions:    9756/  10000 (97.56%), best:    9797/10000 (97.97%), error:       839.42908, best error:       670.88666 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 167.1293029785s, input_fired_time: 2.3053352833, output_fired_time: 2.1083459854, propagate_forward_time: 63.3565711975, propagate_backward_time: 95.2860641479, weight_update_time: 0.2266086936, other_time: 4.0729904175
epoch time: 13.7928237915s, input_fired_time: 0.2876856029, output_fired_time: 0.0000000000, propagate_forward_time: 12.8188638687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862745285
validation[          , genome  6684] predictions:    9753/  10000 (97.53%), best:    9797/10000 (97.97%), error:       845.51794, best error:       670.88666 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 166.6644592285s, input_fired_time: 2.2928185463, output_fired_time: 2.0961387157, propagate_forward_time: 63.2284240723, propagate_backward_time: 95.0053405762, weight_update_time: 0.2233119458, other_time: 4.0417327881
epoch time: 13.7827806473s, input_fired_time: 0.2897398174, output_fired_time: 0.0000000000, propagate_forward_time: 12.7802047729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128362656
validation[          , genome  6684] predictions:    9718/  10000 (97.18%), best:    9797/10000 (97.97%), error:       896.50427, best error:       670.88666 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 167.9254760742s, input_fired_time: 2.3088994026, output_fired_time: 2.1095824242, propagate_forward_time: 63.5999870300, propagate_backward_time: 95.8780364990, weight_update_time: 0.2239407003, other_time: 4.0289611816
epoch time: 13.8168506622s, input_fired_time: 0.2912860215, output_fired_time: 0.0000000000, propagate_forward_time: 12.8030958176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7224683762
validation[          , genome  6684] predictions:    9796/  10000 (97.96%), best:    9797/10000 (97.97%), error:       695.67786, best error:       670.88666 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 166.1178741455s, input_fired_time: 2.2948861122, output_fired_time: 2.0874958038, propagate_forward_time: 63.0662689209, propagate_backward_time: 94.5897064209, weight_update_time: 0.2255074382, other_time: 4.0795135498
epoch time: 13.8774261475s, input_fired_time: 0.2988630533, output_fired_time: 0.0000000000, propagate_forward_time: 12.8530359268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7255268097
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9797/10000 (97.97%), error:       689.54456, best error:       670.88666 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 166.9881286621s, input_fired_time: 2.3010170460, output_fired_time: 2.1036870480, propagate_forward_time: 63.4244270325, propagate_backward_time: 95.1216506958, weight_update_time: 0.2252627015, other_time: 4.0373611450
epoch time: 13.7984914780s, input_fired_time: 0.2893071175, output_fired_time: 0.0000000000, propagate_forward_time: 12.7982940674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7108898163
validation[          , genome  6684] predictions:    9742/  10000 (97.42%), best:    9797/10000 (97.97%), error:       838.85950, best error:       670.88666 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 167.3299102783s, input_fired_time: 2.3000044823, output_fired_time: 2.0988976955, propagate_forward_time: 63.5942687988, propagate_backward_time: 95.3184890747, weight_update_time: 0.2233698219, other_time: 4.0182571411
epoch time: 13.7936429977s, input_fired_time: 0.2968222797, output_fired_time: 0.0000000000, propagate_forward_time: 12.7829647064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7138557434
validation[          , genome  6684] predictions:    9723/  10000 (97.23%), best:    9797/10000 (97.97%), error:       902.46283, best error:       670.88666 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 167.4523010254s, input_fired_time: 2.2948637009, output_fired_time: 2.1024184227, propagate_forward_time: 63.6243133545, propagate_backward_time: 95.3817138672, weight_update_time: 0.2259492576, other_time: 4.0489959717
epoch time: 13.3448104858s, input_fired_time: 0.2834995389, output_fired_time: 0.0000000000, propagate_forward_time: 12.3800945282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812162399
validation[          , genome  6684] predictions:    9733/  10000 (97.33%), best:    9797/10000 (97.97%), error:       893.07660, best error:       670.88666 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 167.6903686523s, input_fired_time: 2.2978141308, output_fired_time: 2.1044356823, propagate_forward_time: 63.7973518372, propagate_backward_time: 95.4985733032, weight_update_time: 0.2237594128, other_time: 3.9921951294
epoch time: 13.8074073792s, input_fired_time: 0.2944886088, output_fired_time: 0.0000000000, propagate_forward_time: 12.8073415756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7055768967
validation[          , genome  6684] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       669.03229, best error:       669.03229 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.6251068115s, input_fired_time: 2.3005540371, output_fired_time: 2.0990710258, propagate_forward_time: 63.2891769409, propagate_backward_time: 94.8823699951, weight_update_time: 0.2259876728, other_time: 4.0539321899
epoch time: 13.3046712875s, input_fired_time: 0.2786119580, output_fired_time: 0.0000000000, propagate_forward_time: 12.3560743332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699848175
validation[          , genome  6684] predictions:    9794/  10000 (97.94%), best:    9800/10000 (98.00%), error:       749.38098, best error:       669.03229 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 167.4316864014s, input_fired_time: 2.3089241982, output_fired_time: 2.1027543545, propagate_forward_time: 63.6189079285, propagate_backward_time: 95.3665924072, weight_update_time: 0.2249345183, other_time: 4.0345001221
epoch time: 13.7432565689s, input_fired_time: 0.2914248407, output_fired_time: 0.0000000000, propagate_forward_time: 12.7442378998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7075939178
validation[          , genome  6684] predictions:    9750/  10000 (97.50%), best:    9800/10000 (98.00%), error:       810.65747, best error:       669.03229 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 167.3502349854s, input_fired_time: 2.3034608364, output_fired_time: 2.1045000553, propagate_forward_time: 63.6127738953, propagate_backward_time: 95.3158493042, weight_update_time: 0.2247752994, other_time: 4.0136337280
epoch time: 13.6033210754s, input_fired_time: 0.2870277464, output_fired_time: 0.0000000000, propagate_forward_time: 12.6149377823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013559341
validation[          , genome  6684] predictions:    9734/  10000 (97.34%), best:    9800/10000 (98.00%), error:       833.81274, best error:       669.03229 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 167.1005096436s, input_fired_time: 2.3095128536, output_fired_time: 2.0996363163, propagate_forward_time: 63.4666175842, propagate_backward_time: 95.1506805420, weight_update_time: 0.2280003577, other_time: 4.0740661621
epoch time: 13.8037919998s, input_fired_time: 0.2919920683, output_fired_time: 0.0000000000, propagate_forward_time: 12.7941417694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7176580429
validation[          , genome  6684] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       741.13721, best error:       669.03229 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 167.6093139648s, input_fired_time: 2.3128175735, output_fired_time: 2.1140964031, propagate_forward_time: 63.5717887878, propagate_backward_time: 95.5040588379, weight_update_time: 0.2279209644, other_time: 4.1065521240
epoch time: 13.8011484146s, input_fired_time: 0.2963332534, output_fired_time: 0.0000000000, propagate_forward_time: 12.7818136215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7230014801
validation[          , genome  6684] predictions:    9737/  10000 (97.37%), best:    9800/10000 (98.00%), error:       811.52362, best error:       669.03229 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 166.9621887207s, input_fired_time: 2.2928960323, output_fired_time: 2.0976581573, propagate_forward_time: 63.5194969177, propagate_backward_time: 95.0718765259, weight_update_time: 0.2220943719, other_time: 3.9802627563
epoch time: 13.7875213623s, input_fired_time: 0.2980899811, output_fired_time: 0.0000000000, propagate_forward_time: 12.7604713440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289600372
validation[          , genome  6684] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       754.57501, best error:       669.03229 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.8558807373s, input_fired_time: 2.2898888588, output_fired_time: 2.0894556046, propagate_forward_time: 63.3741798401, propagate_backward_time: 95.1303634644, weight_update_time: 0.2216438949, other_time: 3.9719924927
epoch time: 13.8911685944s, input_fired_time: 0.2935162783, output_fired_time: 0.0000000000, propagate_forward_time: 12.8976173401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000350952
validation[          , genome  6684] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       693.88794, best error:       669.03229 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 167.6837310791s, input_fired_time: 2.3038678169, output_fired_time: 2.1087112427, propagate_forward_time: 63.6922721863, propagate_backward_time: 95.5723876953, weight_update_time: 0.2229935229, other_time: 4.0064849854
epoch time: 13.8056850433s, input_fired_time: 0.2920591235, output_fired_time: 0.0000000000, propagate_forward_time: 12.8090715408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7045545578
validation[          , genome  6684] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       760.26007, best error:       669.03229 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 167.4967498779s, input_fired_time: 2.3073337078, output_fired_time: 2.1045629978, propagate_forward_time: 63.6748542786, propagate_backward_time: 95.3793029785, weight_update_time: 0.2246000916, other_time: 4.0307006836
epoch time: 13.6336278915s, input_fired_time: 0.2920668423, output_fired_time: 0.0000000000, propagate_forward_time: 12.6373214722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042398453
validation[          , genome  6684] predictions:    9759/  10000 (97.59%), best:    9800/10000 (98.00%), error:       785.21954, best error:       669.03229 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 167.7604064941s, input_fired_time: 2.3116176128, output_fired_time: 2.1039354801, propagate_forward_time: 63.8236274719, propagate_backward_time: 95.5022201538, weight_update_time: 0.2242831886, other_time: 4.0190048218
epoch time: 13.8126659393s, input_fired_time: 0.2912414670, output_fired_time: 0.0000000000, propagate_forward_time: 12.8284015656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930227280
validation[          , genome  6684] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       757.55737, best error:       669.03229 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.5853576660s, input_fired_time: 2.2859277725, output_fired_time: 2.0825743675, propagate_forward_time: 63.3188743591, propagate_backward_time: 94.9585647583, weight_update_time: 0.2197119892, other_time: 3.9393997192
epoch time: 13.7748861313s, input_fired_time: 0.2915415168, output_fired_time: 0.0000000000, propagate_forward_time: 12.7894630432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938819885
validation[          , genome  6684] predictions:    9774/  10000 (97.74%), best:    9800/10000 (98.00%), error:       760.36841, best error:       669.03229 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 166.8022613525s, input_fired_time: 2.3074073792, output_fired_time: 2.0993406773, propagate_forward_time: 63.3467407227, propagate_backward_time: 95.0469284058, weight_update_time: 0.2223130167, other_time: 4.0018539429
epoch time: 13.7818555832s, input_fired_time: 0.2943226695, output_fired_time: 0.0000000000, propagate_forward_time: 12.7633085251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7242240906
validation[          , genome  6684] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       721.76385, best error:       669.03229 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 167.7440643311s, input_fired_time: 2.3016374111, output_fired_time: 2.1018548012, propagate_forward_time: 63.7821235657, propagate_backward_time: 95.5498352051, weight_update_time: 0.2237860411, other_time: 4.0086212158
epoch time: 13.8214368820s, input_fired_time: 0.2941901386, output_fired_time: 0.0000000000, propagate_forward_time: 12.7996921539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7275543213
validation[          , genome  6684] predictions:    9772/  10000 (97.72%), best:    9800/10000 (98.00%), error:       739.24194, best error:       669.03229 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 166.7948303223s, input_fired_time: 2.2950017452, output_fired_time: 2.0917658806, propagate_forward_time: 63.4372062683, propagate_backward_time: 94.9849243164, weight_update_time: 0.2218215168, other_time: 3.9859313965
epoch time: 13.7747631073s, input_fired_time: 0.2865577340, output_fired_time: 0.0000000000, propagate_forward_time: 12.7778568268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103481293
validation[          , genome  6684] predictions:    9733/  10000 (97.33%), best:    9800/10000 (98.00%), error:       903.13519, best error:       669.03229 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 166.9834136963s, input_fired_time: 2.2836260796, output_fired_time: 2.0900897980, propagate_forward_time: 63.2390556335, propagate_backward_time: 95.4460449219, weight_update_time: 0.2204170972, other_time: 3.9245910645
epoch time: 13.8595657349s, input_fired_time: 0.2931655347, output_fired_time: 0.0000000000, propagate_forward_time: 12.8521537781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142467499
validation[          , genome  6684] predictions:    9772/  10000 (97.72%), best:    9800/10000 (98.00%), error:       771.74628, best error:       669.03229 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 167.0626068115s, input_fired_time: 2.2788670063, output_fired_time: 2.0935070515, propagate_forward_time: 63.6161308289, propagate_backward_time: 95.1174316406, weight_update_time: 0.2214749008, other_time: 3.9566650391
epoch time: 13.7468433380s, input_fired_time: 0.2921789587, output_fired_time: 0.0000000000, propagate_forward_time: 12.7436962128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7109680176
validation[          , genome  6684] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       752.86115, best error:       669.03229 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 167.0841369629s, input_fired_time: 2.2909157276, output_fired_time: 2.0990498066, propagate_forward_time: 63.5534934998, propagate_backward_time: 95.1687622070, weight_update_time: 0.2206843942, other_time: 3.9719238281
epoch time: 13.6460838318s, input_fired_time: 0.2839628756, output_fired_time: 0.0000000000, propagate_forward_time: 12.6888008118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733198166
validation[          , genome  6684] predictions:    9774/  10000 (97.74%), best:    9800/10000 (98.00%), error:       727.72437, best error:       669.03229 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 167.8646392822s, input_fired_time: 2.3053183556, output_fired_time: 2.1011753082, propagate_forward_time: 63.8759193420, propagate_backward_time: 95.5938796997, weight_update_time: 0.2223928720, other_time: 3.9883499146
epoch time: 13.7395830154s, input_fired_time: 0.2909614146, output_fired_time: 0.0000000000, propagate_forward_time: 12.7520236969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965980530
validation[          , genome  6684] predictions:    9635/  10000 (96.35%), best:    9800/10000 (98.00%), error:      1243.29919, best error:       669.03229 on epoch:    82, 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: 68.0643844604s, input_fired_time: 1.4368330240, output_fired_time: 0.0000000000, propagate_forward_time: 63.0622138977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5653343201
best training[          , genome  6684] predictions:   49805/  50000 (99.61%), best:    9800/10000 (98.00%), error:       910.66754, best error:       669.03229 on epoch:    82, 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: 13.7588376999s, input_fired_time: 0.2893961966, output_fired_time: 0.0000000000, propagate_forward_time: 12.7697677612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6996736526
   testing[          , genome  6684] predictions:    9803/  10000 (98.03%), best:    9800/10000 (98.00%), error:       615.15863, best error:       669.03229 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:39:43 (4476): called boinc_finish(0)

</stderr_txt>
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