Nameexact_genome_1512568488_43_6931_1
Workunit2605957
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline20 Dec 2017, 6:49:54 UTC
Received8 Dec 2017, 5:00:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time3 hours 24 min 25 sec
CPU time3 hours 23 min 41 sec
Validate stateValid
Credit3,082.33
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 111.3411788940s, input_fired_time: 1.2083615065, output_fired_time: 0.7470637560, propagate_forward_time: 44.5456008911, propagate_backward_time: 62.6928634644, weight_update_time: 0.1047158837, other_time: 2.1472930908
epoch time: 9.3171930313s, input_fired_time: 0.1211027503, output_fired_time: 0.0000000000, propagate_forward_time: 8.8379917145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580989838
validation[          , genome  6931] predictions:    9750/  10000 (97.50%), best:    9758/10000 (97.58%), error:       853.80933, best error:       830.18427 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 111.7308578491s, input_fired_time: 1.2252326012, output_fired_time: 0.7565349936, propagate_forward_time: 44.6016044617, propagate_backward_time: 62.9577560425, weight_update_time: 0.1066877618, other_time: 2.1897201538
epoch time: 9.3767261505s, input_fired_time: 0.1306180060, output_fired_time: 0.0000000000, propagate_forward_time: 8.8677091599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783988953
validation[          , genome  6931] predictions:    9715/  10000 (97.15%), best:    9758/10000 (97.58%), error:       951.90540, best error:       830.18427 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 111.2217330933s, input_fired_time: 1.2177281380, output_fired_time: 0.7458609939, propagate_forward_time: 44.5046272278, propagate_backward_time: 62.5993499756, weight_update_time: 0.1056293547, other_time: 2.1541748047
epoch time: 9.6049709320s, input_fired_time: 0.1420454383, output_fired_time: 0.0000000000, propagate_forward_time: 9.0817556381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811702728
validation[          , genome  6931] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       796.33350, best error:       796.33350 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 111.5299987793s, input_fired_time: 1.2208696604, output_fired_time: 0.7499176860, propagate_forward_time: 44.6113510132, propagate_backward_time: 62.7668304443, weight_update_time: 0.1068566591, other_time: 2.1810302734
epoch time: 9.5635595322s, input_fired_time: 0.1229239553, output_fired_time: 0.0000000000, propagate_forward_time: 9.0795507431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610849380
validation[          , genome  6931] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       868.88794, best error:       796.33350 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 110.7506179810s, input_fired_time: 1.1601248980, output_fired_time: 0.7420803308, propagate_forward_time: 44.2944335938, propagate_backward_time: 62.4675178528, weight_update_time: 0.1004132479, other_time: 2.0864601135
epoch time: 9.4448451996s, input_fired_time: 0.1295881271, output_fired_time: 0.0000000000, propagate_forward_time: 8.9369173050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783397675
validation[          , genome  6931] predictions:    9721/  10000 (97.21%), best:    9768/10000 (97.68%), error:       950.84094, best error:       796.33350 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 111.4779357910s, input_fired_time: 1.1967513561, output_fired_time: 0.7459461093, propagate_forward_time: 44.6045799255, propagate_backward_time: 62.7833137512, weight_update_time: 0.1046964601, other_time: 2.1473350525
epoch time: 9.3085432053s, input_fired_time: 0.1211401224, output_fired_time: 0.0000000000, propagate_forward_time: 8.8304672241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569355011
validation[          , genome  6931] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       791.09045, best error:       791.09045 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.7710571289s, input_fired_time: 1.2036397457, output_fired_time: 0.7716783881, propagate_forward_time: 44.6589050293, propagate_backward_time: 62.9815483093, weight_update_time: 0.1257452965, other_time: 2.1552925110
epoch time: 9.3339405060s, input_fired_time: 0.1211072356, output_fired_time: 0.0000000000, propagate_forward_time: 8.8555908203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572425842
validation[          , genome  6931] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       876.00659, best error:       791.09045 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.8719558716s, input_fired_time: 1.1810923815, output_fired_time: 0.7405731678, propagate_forward_time: 44.3678283691, propagate_backward_time: 62.4929656982, weight_update_time: 0.1012605280, other_time: 2.0895004272
epoch time: 9.2963733673s, input_fired_time: 0.1201599985, output_fired_time: 0.0000000000, propagate_forward_time: 8.8223609924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538522720
validation[          , genome  6931] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       759.89532, best error:       759.89532 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 111.1201171875s, input_fired_time: 1.1838299036, output_fired_time: 0.7450010180, propagate_forward_time: 44.4923896790, propagate_backward_time: 62.5699539185, weight_update_time: 0.1313583106, other_time: 2.1289443970
epoch time: 9.4143085480s, input_fired_time: 0.1345543116, output_fired_time: 0.0000000000, propagate_forward_time: 8.8985881805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811664581
validation[          , genome  6931] predictions:    9669/  10000 (96.69%), best:    9764/10000 (97.64%), error:      1089.44922, best error:       759.89532 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 110.8877487183s, input_fired_time: 1.1887651682, output_fired_time: 0.7444478869, propagate_forward_time: 44.3464660645, propagate_backward_time: 62.5037117004, weight_update_time: 0.1030175015, other_time: 2.1043586731
epoch time: 9.3011379242s, input_fired_time: 0.1205804572, output_fired_time: 0.0000000000, propagate_forward_time: 8.8252115250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553457260
validation[          , genome  6931] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       767.68475, best error:       759.89532 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.2174453735s, input_fired_time: 1.2142711878, output_fired_time: 0.7440357208, propagate_forward_time: 44.4762840271, propagate_backward_time: 62.6674690247, weight_update_time: 0.1038919985, other_time: 2.1153831482
epoch time: 9.4758720398s, input_fired_time: 0.1240572333, output_fired_time: 0.0000000000, propagate_forward_time: 8.9868984222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649168015
validation[          , genome  6931] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       806.21185, best error:       759.89532 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 111.3391952515s, input_fired_time: 1.1850836277, output_fired_time: 0.7437395453, propagate_forward_time: 44.5241088867, propagate_backward_time: 62.7733573914, weight_update_time: 0.1032112688, other_time: 2.1129112244
epoch time: 9.3191013336s, input_fired_time: 0.1240286157, output_fired_time: 0.0000000000, propagate_forward_time: 8.8353528976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597202301
validation[          , genome  6931] predictions:    9698/  10000 (96.98%), best:    9764/10000 (97.64%), error:       937.28876, best error:       759.89532 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 110.7169418335s, input_fired_time: 1.1764990091, output_fired_time: 0.7402107716, propagate_forward_time: 44.3954849243, propagate_backward_time: 62.3301849365, weight_update_time: 0.1010469124, other_time: 2.0745620728
epoch time: 9.5101222992s, input_fired_time: 0.1294820607, output_fired_time: 0.0000000000, propagate_forward_time: 8.9975280762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831119537
validation[          , genome  6931] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       749.71844, best error:       749.71844 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 111.5608520508s, input_fired_time: 1.2081927061, output_fired_time: 0.7462303638, propagate_forward_time: 44.6244773865, propagate_backward_time: 62.8340835571, weight_update_time: 0.1039985716, other_time: 2.1478652954
epoch time: 9.3272294998s, input_fired_time: 0.1230589375, output_fired_time: 0.0000000000, propagate_forward_time: 8.8460397720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581304550
validation[          , genome  6931] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       726.42560, best error:       726.42560 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.9572525024s, input_fired_time: 1.2166160345, output_fired_time: 0.7530478835, propagate_forward_time: 44.4163398743, propagate_backward_time: 62.4667167664, weight_update_time: 0.1026379764, other_time: 2.1045417786
epoch time: 9.3122730255s, input_fired_time: 0.1230992153, output_fired_time: 0.0000000000, propagate_forward_time: 8.8321838379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569898605
validation[          , genome  6931] predictions:    9781/  10000 (97.81%), best:    9780/10000 (97.80%), error:       757.65009, best error:       726.42560 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 111.1568069458s, input_fired_time: 1.1891074181, output_fired_time: 0.7421616912, propagate_forward_time: 44.4577827454, propagate_backward_time: 62.6740226746, weight_update_time: 0.1018661708, other_time: 2.0937232971
epoch time: 9.3659620285s, input_fired_time: 0.1265663803, output_fired_time: 0.0000000000, propagate_forward_time: 8.8763437271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630523682
validation[          , genome  6931] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       861.98651, best error:       726.42560 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 111.0488204956s, input_fired_time: 1.1899573803, output_fired_time: 0.7494795918, propagate_forward_time: 44.5286216736, propagate_backward_time: 62.4844245911, weight_update_time: 0.1019087657, other_time: 2.0963401794
epoch time: 9.3495082855s, input_fired_time: 0.1243017912, output_fired_time: 0.0000000000, propagate_forward_time: 8.8658676147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593387604
validation[          , genome  6931] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       683.70135, best error:       683.70135 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 111.9980392456s, input_fired_time: 1.2688661814, output_fired_time: 0.7584131360, propagate_forward_time: 44.7643089294, propagate_backward_time: 62.9923477173, weight_update_time: 0.1080814451, other_time: 2.2141036987
epoch time: 9.4069700241s, input_fired_time: 0.1327679902, output_fired_time: 0.0000000000, propagate_forward_time: 8.8923606873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818416595
validation[          , genome  6931] predictions:    9762/  10000 (97.62%), best:    9805/10000 (98.05%), error:       772.65106, best error:       683.70135 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 111.2025070190s, input_fired_time: 1.2223660946, output_fired_time: 0.7541683912, propagate_forward_time: 44.4397506714, propagate_backward_time: 62.6339111328, weight_update_time: 0.1058884189, other_time: 2.1523132324
epoch time: 9.3181009293s, input_fired_time: 0.1236892566, output_fired_time: 0.0000000000, propagate_forward_time: 8.8385057449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559055328
validation[          , genome  6931] predictions:    9755/  10000 (97.55%), best:    9805/10000 (98.05%), error:       768.09296, best error:       683.70135 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 110.4625320435s, input_fired_time: 1.1891502142, output_fired_time: 0.7400425076, propagate_forward_time: 44.1985511780, propagate_backward_time: 62.2727203369, weight_update_time: 0.1009220704, other_time: 2.0620727539
epoch time: 9.4351997375s, input_fired_time: 0.1349846423, output_fired_time: 0.0000000000, propagate_forward_time: 8.9147634506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854513168
validation[          , genome  6931] predictions:    9795/  10000 (97.95%), best:    9805/10000 (98.05%), error:       705.93286, best error:       683.70135 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 111.6340179443s, input_fired_time: 1.2579807043, output_fired_time: 0.7477933764, propagate_forward_time: 44.6153106689, propagate_backward_time: 62.7856254578, weight_update_time: 0.1106740311, other_time: 2.2273063660
epoch time: 9.3640460968s, input_fired_time: 0.1266589910, output_fired_time: 0.0000000000, propagate_forward_time: 8.8776082993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597784042
validation[          , genome  6931] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       740.88318, best error:       683.70135 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.9000473022s, input_fired_time: 1.1854504347, output_fired_time: 0.7839442492, propagate_forward_time: 44.3294296265, propagate_backward_time: 62.5214767456, weight_update_time: 0.1005439237, other_time: 2.0797500610
epoch time: 9.3042411804s, input_fired_time: 0.1227073371, output_fired_time: 0.0000000000, propagate_forward_time: 8.8261022568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554315567
validation[          , genome  6931] predictions:    9731/  10000 (97.31%), best:    9805/10000 (98.05%), error:       822.77527, best error:       683.70135 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 111.0029754639s, input_fired_time: 1.2045160532, output_fired_time: 0.7434696555, propagate_forward_time: 44.3720512390, propagate_backward_time: 62.5672454834, weight_update_time: 0.1031172872, other_time: 2.1156921387
epoch time: 9.4443073273s, input_fired_time: 0.1266457438, output_fired_time: 0.0000000000, propagate_forward_time: 8.9563207626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613405228
validation[          , genome  6931] predictions:    9727/  10000 (97.27%), best:    9805/10000 (98.05%), error:       839.85541, best error:       683.70135 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 111.8316192627s, input_fired_time: 1.2437975407, output_fired_time: 0.7522990704, propagate_forward_time: 44.6623840332, propagate_backward_time: 62.9884605408, weight_update_time: 0.1071412861, other_time: 2.1846809387
epoch time: 9.3533525467s, input_fired_time: 0.1317883283, output_fired_time: 0.0000000000, propagate_forward_time: 8.8494539261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721103668
validation[          , genome  6931] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       680.33191, best error:       680.33191 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.5604095459s, input_fired_time: 1.2249597311, output_fired_time: 0.7491393089, propagate_forward_time: 44.5887031555, propagate_backward_time: 62.8232345581, weight_update_time: 0.1142958179, other_time: 2.1743698120
epoch time: 9.5275735855s, input_fired_time: 0.1351080090, output_fired_time: 0.0000000000, propagate_forward_time: 9.0000953674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923702240
validation[          , genome  6931] predictions:    9789/  10000 (97.89%), best:    9796/10000 (97.96%), error:       742.55310, best error:       680.33191 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 111.7098770142s, input_fired_time: 1.2330664396, output_fired_time: 0.7488909960, propagate_forward_time: 44.6842384338, propagate_backward_time: 62.8662681580, weight_update_time: 0.1067607701, other_time: 2.1774177551
epoch time: 9.3293342590s, input_fired_time: 0.1243469343, output_fired_time: 0.0000000000, propagate_forward_time: 8.8466711044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583164215
validation[          , genome  6931] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       725.66693, best error:       680.33191 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.1884536743s, input_fired_time: 1.2053390741, output_fired_time: 0.7446860075, propagate_forward_time: 44.5790824890, propagate_backward_time: 62.5321464539, weight_update_time: 0.1045046598, other_time: 2.1272010803
epoch time: 9.3937273026s, input_fired_time: 0.1348529309, output_fired_time: 0.0000000000, propagate_forward_time: 8.8795146942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793592453
validation[          , genome  6931] predictions:    9759/  10000 (97.59%), best:    9796/10000 (97.96%), error:       736.61292, best error:       680.33191 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.5122451782s, input_fired_time: 1.2325208187, output_fired_time: 0.7524096370, propagate_forward_time: 44.6063728333, propagate_backward_time: 62.7346916199, weight_update_time: 0.1072923243, other_time: 2.1862525940
epoch time: 9.5997896194s, input_fired_time: 0.1279666126, output_fired_time: 0.0000000000, propagate_forward_time: 9.1014442444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703784943
validation[          , genome  6931] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       730.73779, best error:       680.33191 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.7487792969s, input_fired_time: 1.1846864223, output_fired_time: 0.7398576140, propagate_forward_time: 44.3097801208, propagate_backward_time: 62.4313507080, weight_update_time: 0.1008705646, other_time: 2.0830993652
epoch time: 9.5182323456s, input_fired_time: 0.1291040033, output_fired_time: 0.0000000000, propagate_forward_time: 9.0174636841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716650009
validation[          , genome  6931] predictions:    9748/  10000 (97.48%), best:    9796/10000 (97.96%), error:       823.97443, best error:       680.33191 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 111.6952133179s, input_fired_time: 1.2225944996, output_fired_time: 0.7473895550, propagate_forward_time: 44.6694450378, propagate_backward_time: 62.8845443726, weight_update_time: 0.1047645882, other_time: 2.1712417603
epoch time: 9.6747474670s, input_fired_time: 0.1345687956, output_fired_time: 0.0000000000, propagate_forward_time: 9.1338958740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062824249
validation[          , genome  6931] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       733.77539, best error:       680.33191 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 110.7583999634s, input_fired_time: 1.1717588902, output_fired_time: 0.7391258478, propagate_forward_time: 44.3586769104, propagate_backward_time: 62.4226951599, weight_update_time: 0.0998630002, other_time: 2.0661354065
epoch time: 9.4261484146s, input_fired_time: 0.1322335750, output_fired_time: 0.0000000000, propagate_forward_time: 8.9181089401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758058548
validation[          , genome  6931] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       757.25806, best error:       680.33191 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 111.3579406738s, input_fired_time: 1.2193474770, output_fired_time: 0.7500751615, propagate_forward_time: 44.4947853088, propagate_backward_time: 62.7641677856, weight_update_time: 0.1040000394, other_time: 2.1295700073
epoch time: 9.3730983734s, input_fired_time: 0.1324886829, output_fired_time: 0.0000000000, propagate_forward_time: 8.8596363068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809738159
validation[          , genome  6931] predictions:    9765/  10000 (97.65%), best:    9796/10000 (97.96%), error:       750.69080, best error:       680.33191 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 111.4475708008s, input_fired_time: 1.2287037373, output_fired_time: 0.7445075512, propagate_forward_time: 44.5242385864, propagate_backward_time: 62.8257255554, weight_update_time: 0.1034096554, other_time: 2.1243934631
epoch time: 9.3175735474s, input_fired_time: 0.1248392612, output_fired_time: 0.0000000000, propagate_forward_time: 8.8359022141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568325043
validation[          , genome  6931] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       700.66473, best error:       680.33191 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 111.6453552246s, input_fired_time: 1.2323023081, output_fired_time: 0.7504988313, propagate_forward_time: 44.6291007996, propagate_backward_time: 62.8491744995, weight_update_time: 0.1064043343, other_time: 2.1842880249
epoch time: 9.4362754822s, input_fired_time: 0.1350616515, output_fired_time: 0.0000000000, propagate_forward_time: 8.9225149155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786993027
validation[          , genome  6931] predictions:    9766/  10000 (97.66%), best:    9796/10000 (97.96%), error:       770.52679, best error:       680.33191 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 112.4650268555s, input_fired_time: 1.2454121113, output_fired_time: 0.7536323071, propagate_forward_time: 44.9469337463, propagate_backward_time: 63.3216438293, weight_update_time: 0.1068380475, other_time: 2.1973991394
epoch time: 9.3830127716s, input_fired_time: 0.1251304746, output_fired_time: 0.0000000000, propagate_forward_time: 8.9003496170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575325012
validation[          , genome  6931] predictions:    9704/  10000 (97.04%), best:    9796/10000 (97.96%), error:      1013.51569, best error:       680.33191 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 111.3422241211s, input_fired_time: 1.2202060223, output_fired_time: 0.7451535463, propagate_forward_time: 44.4734497070, propagate_backward_time: 62.7564277649, weight_update_time: 0.1035993695, other_time: 2.1469841003
epoch time: 9.4902000427s, input_fired_time: 0.1308198720, output_fired_time: 0.0000000000, propagate_forward_time: 8.9912319183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681478500
validation[          , genome  6931] predictions:    9774/  10000 (97.74%), best:    9796/10000 (97.96%), error:       747.61310, best error:       680.33191 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 110.4916763306s, input_fired_time: 1.1752861738, output_fired_time: 0.7704791427, propagate_forward_time: 44.2901268005, propagate_backward_time: 62.1952247620, weight_update_time: 0.1002632231, other_time: 2.0605583191
epoch time: 9.3389558792s, input_fired_time: 0.1269579232, output_fired_time: 0.0000000000, propagate_forward_time: 8.8530597687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589382172
validation[          , genome  6931] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       637.52386, best error:       637.52386 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.0198974609s, input_fired_time: 1.1744085550, output_fired_time: 0.7460193634, propagate_forward_time: 44.4320869446, propagate_backward_time: 62.5936660767, weight_update_time: 0.1001554281, other_time: 2.0737228394
epoch time: 9.4413471222s, input_fired_time: 0.1298799664, output_fired_time: 0.0000000000, propagate_forward_time: 8.9365663528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749008179
validation[          , genome  6931] predictions:    9800/  10000 (98.00%), best:    9796/10000 (97.96%), error:       664.04028, best error:       637.52386 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 111.0452728271s, input_fired_time: 1.2079463005, output_fired_time: 0.7450008392, propagate_forward_time: 44.3983688354, propagate_backward_time: 62.5953292847, weight_update_time: 0.1018229425, other_time: 2.0986251831
epoch time: 9.4855051041s, input_fired_time: 0.1314112097, output_fired_time: 0.0000000000, propagate_forward_time: 8.9868726730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672208786
validation[          , genome  6931] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       732.63513, best error:       637.52386 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 111.4977951050s, input_fired_time: 1.2285979986, output_fired_time: 0.7748000622, propagate_forward_time: 44.6140899658, propagate_backward_time: 62.7572555542, weight_update_time: 0.1032361984, other_time: 2.1230468750
epoch time: 9.6245603561s, input_fired_time: 0.1258916110, output_fired_time: 0.0000000000, propagate_forward_time: 9.1394767761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591918945
validation[          , genome  6931] predictions:    9753/  10000 (97.53%), best:    9796/10000 (97.96%), error:       770.18372, best error:       637.52386 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.5090484619s, input_fired_time: 1.2397876978, output_fired_time: 0.7473788857, propagate_forward_time: 44.5274162292, propagate_backward_time: 62.8308906555, weight_update_time: 0.1056059599, other_time: 2.1635856628
epoch time: 9.3202543259s, input_fired_time: 0.1254000366, output_fired_time: 0.0000000000, propagate_forward_time: 8.8387289047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561258316
validation[          , genome  6931] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       636.48798, best error:       636.48798 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.9274978638s, input_fired_time: 1.2064019442, output_fired_time: 0.7436446548, propagate_forward_time: 44.3932189941, propagate_backward_time: 62.4778060913, weight_update_time: 0.1107620522, other_time: 2.1064224243
epoch time: 9.3556089401s, input_fired_time: 0.1297307909, output_fired_time: 0.0000000000, propagate_forward_time: 8.8599720001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659057617
validation[          , genome  6931] predictions:    9742/  10000 (97.42%), best:    9812/10000 (98.12%), error:       830.81567, best error:       636.48798 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 110.5093002319s, input_fired_time: 1.1892029047, output_fired_time: 0.7395137548, propagate_forward_time: 44.3119430542, propagate_backward_time: 62.2000732422, weight_update_time: 0.1006893665, other_time: 2.0685653687
epoch time: 9.3081989288s, input_fired_time: 0.1250922978, output_fired_time: 0.0000000000, propagate_forward_time: 8.8273696899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557367325
validation[          , genome  6931] predictions:    9755/  10000 (97.55%), best:    9812/10000 (98.12%), error:       861.31915, best error:       636.48798 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.5186233521s, input_fired_time: 1.2434288263, output_fired_time: 0.7562519908, propagate_forward_time: 44.6653213501, propagate_backward_time: 62.6793479919, weight_update_time: 0.1058110669, other_time: 2.1742744446
epoch time: 9.4006557465s, input_fired_time: 0.1355124265, output_fired_time: 0.0000000000, propagate_forward_time: 8.8910980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740453720
validation[          , genome  6931] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       625.00171, best error:       625.00171 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.4487762451s, input_fired_time: 1.2495377064, output_fired_time: 0.7565511465, propagate_forward_time: 44.6730461121, propagate_backward_time: 62.5943908691, weight_update_time: 0.1064907387, other_time: 2.1752471924
epoch time: 9.4481639862s, input_fired_time: 0.1386027038, output_fired_time: 0.0000000000, propagate_forward_time: 8.9307136536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788480759
validation[          , genome  6931] predictions:    9751/  10000 (97.51%), best:    9820/10000 (98.20%), error:       792.72290, best error:       625.00171 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.1798553467s, input_fired_time: 1.2145868540, output_fired_time: 0.7433502674, propagate_forward_time: 44.4908561707, propagate_backward_time: 62.6223526001, weight_update_time: 0.1028451100, other_time: 2.1087112427
epoch time: 9.4116230011s, input_fired_time: 0.1299786419, output_fired_time: 0.0000000000, propagate_forward_time: 8.9133911133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682537079
validation[          , genome  6931] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       680.06055, best error:       625.00171 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.5471572876s, input_fired_time: 1.2434513569, output_fired_time: 0.7570979595, propagate_forward_time: 44.6144294739, propagate_backward_time: 62.7859992981, weight_update_time: 0.1059742495, other_time: 2.1461753845
epoch time: 9.5047626495s, input_fired_time: 0.1371732950, output_fired_time: 0.0000000000, propagate_forward_time: 8.9732542038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943347931
validation[          , genome  6931] predictions:    9793/  10000 (97.93%), best:    9820/10000 (98.20%), error:       684.99475, best error:       625.00171 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 112.8319244385s, input_fired_time: 1.2243231535, output_fired_time: 0.7524663210, propagate_forward_time: 45.0394325256, propagate_backward_time: 63.6677894592, weight_update_time: 0.1028830111, other_time: 2.1479148865
epoch time: 9.3581161499s, input_fired_time: 0.1291490942, output_fired_time: 0.0000000000, propagate_forward_time: 8.8674860001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614807129
validation[          , genome  6931] predictions:    9791/  10000 (97.91%), best:    9820/10000 (98.20%), error:       665.52698, best error:       625.00171 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.9036483765s, input_fired_time: 1.2591495514, output_fired_time: 0.7581195831, propagate_forward_time: 45.3994102478, propagate_backward_time: 64.3208160400, weight_update_time: 0.1041215733, other_time: 2.1661529541
epoch time: 9.7482604980s, input_fired_time: 0.1393920481, output_fired_time: 0.0000000000, propagate_forward_time: 9.2258424759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830261230
validation[          , genome  6931] predictions:    9784/  10000 (97.84%), best:    9820/10000 (98.20%), error:       699.75006, best error:       625.00171 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 111.4583511353s, input_fired_time: 1.2339999676, output_fired_time: 0.7558137178, propagate_forward_time: 44.5927886963, propagate_backward_time: 62.7310867310, weight_update_time: 0.1054578274, other_time: 2.1446609497
epoch time: 9.3201980591s, input_fired_time: 0.1252755225, output_fired_time: 0.0000000000, propagate_forward_time: 8.8398694992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550529480
validation[          , genome  6931] predictions:    9784/  10000 (97.84%), best:    9820/10000 (98.20%), error:       758.57428, best error:       625.00171 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 112.3821868896s, input_fired_time: 1.2392187119, output_fired_time: 0.7519158721, propagate_forward_time: 44.8906021118, propagate_backward_time: 63.3163795471, weight_update_time: 0.1054205224, other_time: 2.1840705872
epoch time: 9.4514865875s, input_fired_time: 0.1366904825, output_fired_time: 0.0000000000, propagate_forward_time: 8.9328374863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819589615
validation[          , genome  6931] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       633.25470, best error:       625.00171 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.6818771362s, input_fired_time: 1.2584581375, output_fired_time: 0.7504886985, propagate_forward_time: 44.5975494385, propagate_backward_time: 62.8867683411, weight_update_time: 0.1081905439, other_time: 2.1886100769
epoch time: 9.3586902618s, input_fired_time: 0.1364863813, output_fired_time: 0.0000000000, propagate_forward_time: 8.8491811752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730230331
validation[          , genome  6931] predictions:    9806/  10000 (98.06%), best:    9820/10000 (98.20%), error:       638.51422, best error:       625.00171 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.8482818604s, input_fired_time: 1.2624536753, output_fired_time: 0.7551833391, propagate_forward_time: 44.7389602661, propagate_backward_time: 62.9089431763, weight_update_time: 0.1060099974, other_time: 2.1827468872
epoch time: 9.4868679047s, input_fired_time: 0.1339574456, output_fired_time: 0.0000000000, propagate_forward_time: 8.9784803391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744297028
validation[          , genome  6931] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       707.26898, best error:       625.00171 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 112.4731140137s, input_fired_time: 1.2389440536, output_fired_time: 0.8132144809, propagate_forward_time: 44.8586273193, propagate_backward_time: 63.3958244324, weight_update_time: 0.1044112816, other_time: 2.1665000916
epoch time: 9.3335466385s, input_fired_time: 0.1273932159, output_fired_time: 0.0000000000, propagate_forward_time: 8.8485660553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575878143
validation[          , genome  6931] predictions:    9808/  10000 (98.08%), best:    9820/10000 (98.20%), error:       638.20050, best error:       625.00171 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 110.7753219604s, input_fired_time: 1.1910557747, output_fired_time: 0.7404285073, propagate_forward_time: 44.3618850708, propagate_backward_time: 62.4107856750, weight_update_time: 0.1012143865, other_time: 2.0711708069
epoch time: 9.3871135712s, input_fired_time: 0.1274213940, output_fired_time: 0.0000000000, propagate_forward_time: 8.8983116150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613805771
validation[          , genome  6931] predictions:    9802/  10000 (98.02%), best:    9820/10000 (98.20%), error:       656.61224, best error:       625.00171 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 110.6938705444s, input_fired_time: 1.2083966732, output_fired_time: 0.7407402992, propagate_forward_time: 44.3293914795, propagate_backward_time: 62.3254623413, weight_update_time: 0.1014523357, other_time: 2.0898818970
epoch time: 9.6073656082s, input_fired_time: 0.1420803964, output_fired_time: 0.0000000000, propagate_forward_time: 9.0723562241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929290771
validation[          , genome  6931] predictions:    9821/  10000 (98.21%), best:    9820/10000 (98.20%), error:       643.39240, best error:       625.00171 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.4904251099s, input_fired_time: 1.2255389690, output_fired_time: 0.8045012355, propagate_forward_time: 44.6044349670, propagate_backward_time: 62.7138633728, weight_update_time: 0.1040244177, other_time: 2.1420783997
epoch time: 9.4553165436s, input_fired_time: 0.1392748952, output_fired_time: 0.0000000000, propagate_forward_time: 8.9249706268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910713196
validation[          , genome  6931] predictions:    9784/  10000 (97.84%), best:    9820/10000 (98.20%), error:       718.47675, best error:       625.00171 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 110.9625320435s, input_fired_time: 1.2235141993, output_fired_time: 0.7452489734, propagate_forward_time: 44.3700561523, propagate_backward_time: 62.4989929199, weight_update_time: 0.1038366854, other_time: 2.1247253418
epoch time: 9.4667205811s, input_fired_time: 0.1391319335, output_fired_time: 0.0000000000, propagate_forward_time: 8.9384698868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891191483
validation[          , genome  6931] predictions:    9769/  10000 (97.69%), best:    9820/10000 (98.20%), error:       762.00897, best error:       625.00171 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.5335083008s, input_fired_time: 1.2220443487, output_fired_time: 0.7575994134, propagate_forward_time: 44.5799369812, propagate_backward_time: 62.8596725464, weight_update_time: 0.1037184820, other_time: 2.1142501831
epoch time: 9.3290367126s, input_fired_time: 0.1288444251, output_fired_time: 0.0000000000, propagate_forward_time: 8.8433618546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568305969
validation[          , genome  6931] predictions:    9753/  10000 (97.53%), best:    9820/10000 (98.20%), error:       819.52209, best error:       625.00171 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.5772399902s, input_fired_time: 1.2388908863, output_fired_time: 0.7487381101, propagate_forward_time: 44.6589698792, propagate_backward_time: 62.7788352966, weight_update_time: 0.1049141735, other_time: 2.1517982483
epoch time: 9.5591669083s, input_fired_time: 0.1416684687, output_fired_time: 0.0000000000, propagate_forward_time: 9.0213088989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961896896
validation[          , genome  6931] predictions:    9794/  10000 (97.94%), best:    9820/10000 (98.20%), error:       673.25177, best error:       625.00171 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 111.5538864136s, input_fired_time: 1.2633682489, output_fired_time: 0.7469288111, propagate_forward_time: 44.6461219788, propagate_backward_time: 62.7365455627, weight_update_time: 0.1050640047, other_time: 2.1609306335
epoch time: 9.3478631973s, input_fired_time: 0.1308217198, output_fired_time: 0.0000000000, propagate_forward_time: 8.8556003571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614406586
validation[          , genome  6931] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       664.47876, best error:       625.00171 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 111.5689926147s, input_fired_time: 1.2498955727, output_fired_time: 0.7499637604, propagate_forward_time: 44.5899200439, propagate_backward_time: 62.8124809265, weight_update_time: 0.1066906676, other_time: 2.1667366028
epoch time: 9.4990797043s, input_fired_time: 0.1408368945, output_fired_time: 0.0000000000, propagate_forward_time: 8.9764671326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817758560
validation[          , genome  6931] predictions:    9814/  10000 (98.14%), best:    9820/10000 (98.20%), error:       650.99335, best error:       625.00171 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 112.3845291138s, input_fired_time: 1.2764675617, output_fired_time: 0.7544860840, propagate_forward_time: 44.8704872131, propagate_backward_time: 63.2642021179, weight_update_time: 0.1083365008, other_time: 2.2188911438
epoch time: 9.4252691269s, input_fired_time: 0.1392831802, output_fired_time: 0.0000000000, propagate_forward_time: 8.9077987671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781871796
validation[          , genome  6931] predictions:    9796/  10000 (97.96%), best:    9820/10000 (98.20%), error:       697.61328, best error:       625.00171 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 111.4905090332s, input_fired_time: 1.2446403503, output_fired_time: 0.7704823613, propagate_forward_time: 44.5347900391, propagate_backward_time: 62.7860412598, weight_update_time: 0.1048057228, other_time: 2.1545486450
epoch time: 9.3855571747s, input_fired_time: 0.1296189576, output_fired_time: 0.0000000000, propagate_forward_time: 8.8975248337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584136963
validation[          , genome  6931] predictions:    9822/  10000 (98.22%), best:    9820/10000 (98.20%), error:       642.00031, best error:       625.00171 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 111.5091705322s, input_fired_time: 1.2413351536, output_fired_time: 0.7482403517, propagate_forward_time: 44.5593605042, propagate_backward_time: 62.8083992004, weight_update_time: 0.1127191111, other_time: 2.1518363953
epoch time: 9.3573589325s, input_fired_time: 0.1313908994, output_fired_time: 0.0000000000, propagate_forward_time: 8.8541002274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718681335
validation[          , genome  6931] predictions:    9817/  10000 (98.17%), best:    9820/10000 (98.20%), error:       629.68561, best error:       625.00171 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 112.1861801147s, input_fired_time: 1.2387346029, output_fired_time: 0.7435520887, propagate_forward_time: 44.9713592529, propagate_backward_time: 63.1042976379, weight_update_time: 0.1042375863, other_time: 2.1282386780
epoch time: 9.3394298553s, input_fired_time: 0.1306526959, output_fired_time: 0.0000000000, propagate_forward_time: 8.8473434448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614339828
validation[          , genome  6931] predictions:    9804/  10000 (98.04%), best:    9820/10000 (98.20%), error:       649.93878, best error:       625.00171 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.4557876587s, input_fired_time: 1.2365139723, output_fired_time: 0.7446238995, propagate_forward_time: 44.4601745605, propagate_backward_time: 62.8632125854, weight_update_time: 0.1048948765, other_time: 2.1512680054
epoch time: 9.3666906357s, input_fired_time: 0.1291181892, output_fired_time: 0.0000000000, propagate_forward_time: 8.8775129318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600597382
validation[          , genome  6931] predictions:    9786/  10000 (97.86%), best:    9820/10000 (98.20%), error:       667.06219, best error:       625.00171 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.5156707764s, input_fired_time: 1.2152520418, output_fired_time: 0.7429921031, propagate_forward_time: 44.6826210022, propagate_backward_time: 62.7617187500, weight_update_time: 0.1023245901, other_time: 2.1130828857
epoch time: 9.4742259979s, input_fired_time: 0.1353518814, output_fired_time: 0.0000000000, propagate_forward_time: 8.9598703384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790035248
validation[          , genome  6931] predictions:    9791/  10000 (97.91%), best:    9820/10000 (98.20%), error:       748.63910, best error:       625.00171 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.4369659424s, input_fired_time: 1.2380546331, output_fired_time: 0.7446302772, propagate_forward_time: 44.5572700500, propagate_backward_time: 62.7649307251, weight_update_time: 0.1038804874, other_time: 2.1320877075
epoch time: 9.4345750809s, input_fired_time: 0.1389610022, output_fired_time: 0.0000000000, propagate_forward_time: 8.9130916595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825225830
validation[          , genome  6931] predictions:    9744/  10000 (97.44%), best:    9820/10000 (98.20%), error:       872.08093, best error:       625.00171 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 110.9283218384s, input_fired_time: 1.2106509209, output_fired_time: 0.7489592433, propagate_forward_time: 44.4303436279, propagate_backward_time: 62.4385910034, weight_update_time: 0.1016666889, other_time: 2.0997772217
epoch time: 9.3199882507s, input_fired_time: 0.1295659691, output_fired_time: 0.0000000000, propagate_forward_time: 8.8313941956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590278625
validation[          , genome  6931] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       693.58350, best error:       625.00171 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 110.8915634155s, input_fired_time: 1.2213401794, output_fired_time: 0.7409663200, propagate_forward_time: 44.3864593506, propagate_backward_time: 62.4460601807, weight_update_time: 0.1017056033, other_time: 2.0967407227
epoch time: 9.4065227509s, input_fired_time: 0.1344010979, output_fired_time: 0.0000000000, propagate_forward_time: 8.9031457901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689756393
validation[          , genome  6931] predictions:    9796/  10000 (97.96%), best:    9820/10000 (98.20%), error:       690.94696, best error:       625.00171 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.2777481079s, input_fired_time: 1.2046674490, output_fired_time: 0.7723571062, propagate_forward_time: 44.5477294922, propagate_backward_time: 62.6606292725, weight_update_time: 0.1017773822, other_time: 2.0923690796
epoch time: 9.4847984314s, input_fired_time: 0.1298852265, output_fired_time: 0.0000000000, propagate_forward_time: 8.9771575928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777551651
validation[          , genome  6931] predictions:    9741/  10000 (97.41%), best:    9820/10000 (98.20%), error:       943.21191, best error:       625.00171 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 110.8314208984s, input_fired_time: 1.2071843147, output_fired_time: 0.7377697229, propagate_forward_time: 44.3846168518, propagate_backward_time: 62.4292182922, weight_update_time: 0.1008505225, other_time: 2.0726280212
epoch time: 9.3713922501s, input_fired_time: 0.1305398792, output_fired_time: 0.0000000000, propagate_forward_time: 8.8793592453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614931107
validation[          , genome  6931] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       691.17157, best error:       625.00171 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 111.1845016479s, input_fired_time: 1.2278499603, output_fired_time: 0.7421892881, propagate_forward_time: 44.5062484741, propagate_backward_time: 62.5851211548, weight_update_time: 0.1021113694, other_time: 2.1230926514
epoch time: 9.3839340210s, input_fired_time: 0.1325893402, output_fired_time: 0.0000000000, propagate_forward_time: 8.8843784332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669662476
validation[          , genome  6931] predictions:    9792/  10000 (97.92%), best:    9820/10000 (98.20%), error:       725.45166, best error:       625.00171 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.2500915527s, input_fired_time: 1.2319368124, output_fired_time: 0.7537620664, propagate_forward_time: 44.5454750061, propagate_backward_time: 62.6047363281, weight_update_time: 0.1016065329, other_time: 2.1141815186
epoch time: 9.3222913742s, input_fired_time: 0.1291940063, output_fired_time: 0.0000000000, propagate_forward_time: 8.8375406265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555564880
validation[          , genome  6931] predictions:    9813/  10000 (98.13%), best:    9820/10000 (98.20%), error:       672.48865, best error:       625.00171 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 111.9951019287s, input_fired_time: 1.2743442059, output_fired_time: 0.7525631189, propagate_forward_time: 44.7344398499, propagate_backward_time: 63.0530586243, weight_update_time: 0.1065945104, other_time: 2.1806907654
epoch time: 9.4723091125s, input_fired_time: 0.1422916204, output_fired_time: 0.0000000000, propagate_forward_time: 8.9479789734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820381165
validation[          , genome  6931] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       705.13184, best error:       625.00171 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.4958953857s, input_fired_time: 1.2700679302, output_fired_time: 0.7485413551, propagate_forward_time: 44.5285263062, propagate_backward_time: 62.7718658447, weight_update_time: 0.1060136408, other_time: 2.1768951416
epoch time: 9.3372688293s, input_fired_time: 0.1303305775, output_fired_time: 0.0000000000, propagate_forward_time: 8.8477516174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591861725
validation[          , genome  6931] predictions:    9829/  10000 (98.29%), best:    9820/10000 (98.20%), error:       631.92328, best error:       625.00171 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 112.0416717529s, input_fired_time: 1.2598878145, output_fired_time: 0.7534295321, propagate_forward_time: 44.7280883789, propagate_backward_time: 63.1656379700, weight_update_time: 0.1027896628, other_time: 2.1346244812
epoch time: 9.4597759247s, input_fired_time: 0.1414152831, output_fired_time: 0.0000000000, propagate_forward_time: 8.9389533997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794069290
validation[          , genome  6931] predictions:    9812/  10000 (98.12%), best:    9820/10000 (98.20%), error:       641.93854, best error:       625.00171 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.5274047852s, input_fired_time: 1.2723228931, output_fired_time: 0.7612025738, propagate_forward_time: 44.6069908142, propagate_backward_time: 62.7336654663, weight_update_time: 0.1056842357, other_time: 2.1532211304
epoch time: 9.3421459198s, input_fired_time: 0.1308391094, output_fired_time: 0.0000000000, propagate_forward_time: 8.8542318344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570747375
validation[          , genome  6931] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       617.31158, best error:       617.31158 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 111.0711517334s, input_fired_time: 1.2383199930, output_fired_time: 0.7444312572, propagate_forward_time: 44.4551467896, propagate_backward_time: 62.5029144287, weight_update_time: 0.1035574600, other_time: 2.1303405762
epoch time: 9.3919544220s, input_fired_time: 0.1336761266, output_fired_time: 0.0000000000, propagate_forward_time: 8.8946008682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636770248
validation[          , genome  6931] predictions:    9826/  10000 (98.26%), best:    9830/10000 (98.30%), error:       649.48138, best error:       617.31158 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.6115493774s, input_fired_time: 1.2553597689, output_fired_time: 0.7473173141, propagate_forward_time: 44.6464996338, propagate_backward_time: 62.8164558411, weight_update_time: 0.1057723761, other_time: 2.1459159851
epoch time: 9.3408031464s, input_fired_time: 0.1309211254, output_fired_time: 0.0000000000, propagate_forward_time: 8.8502655029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596162796
validation[          , genome  6931] predictions:    9780/  10000 (97.80%), best:    9830/10000 (98.30%), error:       743.14978, best error:       617.31158 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 111.5682373047s, input_fired_time: 1.2476631403, output_fired_time: 0.7536007762, propagate_forward_time: 44.5942687988, propagate_backward_time: 62.8329887390, weight_update_time: 0.1046127528, other_time: 2.1397132874
epoch time: 9.4191045761s, input_fired_time: 0.1401060373, output_fired_time: 0.0000000000, propagate_forward_time: 8.8980302811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809680939
validation[          , genome  6931] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       604.91223, best error:       604.91223 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 111.4484939575s, input_fired_time: 1.2801271677, output_fired_time: 0.7483749390, propagate_forward_time: 44.5144538879, propagate_backward_time: 62.7271957397, weight_update_time: 0.1074238792, other_time: 2.1783370972
epoch time: 9.4242973328s, input_fired_time: 0.1414000988, output_fired_time: 0.0000000000, propagate_forward_time: 8.9000873566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828096390
validation[          , genome  6931] predictions:    9809/  10000 (98.09%), best:    9830/10000 (98.30%), error:       681.32397, best error:       604.91223 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.5827484131s, input_fired_time: 1.2707272768, output_fired_time: 0.7542389631, propagate_forward_time: 44.5660400391, propagate_backward_time: 62.8386650085, weight_update_time: 0.1052250266, other_time: 2.1530723572
epoch time: 9.5156536102s, input_fired_time: 0.1336978078, output_fired_time: 0.0000000000, propagate_forward_time: 9.0116338730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703222275
validation[          , genome  6931] predictions:    9814/  10000 (98.14%), best:    9830/10000 (98.30%), error:       666.96063, best error:       604.91223 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.2060089111s, input_fired_time: 1.2458186150, output_fired_time: 0.7454211712, propagate_forward_time: 44.4787406921, propagate_backward_time: 62.5880546570, weight_update_time: 0.1031533033, other_time: 2.1479682922
epoch time: 9.4692268372s, input_fired_time: 0.1351014674, output_fired_time: 0.0000000000, propagate_forward_time: 8.9371290207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969964981
validation[          , genome  6931] predictions:    9797/  10000 (97.97%), best:    9830/10000 (98.30%), error:       701.29993, best error:       604.91223 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 111.2857208252s, input_fired_time: 1.2841975689, output_fired_time: 0.7453467250, propagate_forward_time: 44.4902038574, propagate_backward_time: 62.6594657898, weight_update_time: 0.1030449793, other_time: 2.1065101624
epoch time: 9.4113044739s, input_fired_time: 0.1350706518, output_fired_time: 0.0000000000, propagate_forward_time: 8.9118432999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643903732
validation[          , genome  6931] predictions:    9828/  10000 (98.28%), best:    9830/10000 (98.30%), error:       642.48273, best error:       604.91223 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.5734481812s, input_fired_time: 1.2819607258, output_fired_time: 0.7525870800, propagate_forward_time: 44.5718917847, propagate_backward_time: 62.7969589233, weight_update_time: 0.1059376746, other_time: 2.1700515747
epoch time: 9.3463058472s, input_fired_time: 0.1396452636, output_fired_time: 0.0000000000, propagate_forward_time: 8.8333492279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733110428
validation[          , genome  6931] predictions:    9794/  10000 (97.94%), best:    9830/10000 (98.30%), error:       684.80554, best error:       604.91223 on epoch:    95, 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: 47.0764617920s, input_fired_time: 0.7113903761, output_fired_time: 0.0000000000, propagate_forward_time: 44.4159088135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9491615295
best training[          , genome  6931] predictions:   49865/  50000 (99.73%), best:    9830/10000 (98.30%), error:       834.06110, best error:       604.91223 on epoch:    95, 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: 9.4846410751s, input_fired_time: 0.1488254368, output_fired_time: 0.0000000000, propagate_forward_time: 8.9475059509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883094788
   testing[          , genome  6931] predictions:    9827/  10000 (98.27%), best:    9830/10000 (98.30%), error:       567.59546, best error:       604.91223 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:21:26 (26455): called boinc_finish(0)

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