Nameexact_genome_1512568488_43_6989_0
Workunit2606255
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:17:03 UTC
Report deadline20 Dec 2017, 20:42:32 UTC
Received8 Dec 2017, 9:59:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 37 min 57 sec
CPU time3 hours 37 min 57 sec
Validate stateValid
Credit3,223.18
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.78 MB
Peak swap size154.45 MB
Peak disk usage1.35 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
10

epoch time: 120.3896255493s, input_fired_time: 1.6275522709, output_fired_time: 1.0148034096, propagate_forward_time: 47.2590103149, propagate_backward_time: 67.9400177002, weight_update_time: 0.1101315022, other_time: 2.5482406616
epoch time: 9.9553356171s, input_fired_time: 0.1732492894, output_fired_time: 0.0000000000, propagate_forward_time: 9.3403358459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417505264
validation[          , genome  6989] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       863.83960, best error:       793.41840 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.6736602783s, input_fired_time: 1.6154721975, output_fired_time: 1.0096496344, propagate_forward_time: 47.0713996887, propagate_backward_time: 67.4319229126, weight_update_time: 0.1102294028, other_time: 2.5452194214
epoch time: 9.9563245773s, input_fired_time: 0.1687671095, output_fired_time: 0.0000000000, propagate_forward_time: 9.3547954559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327621460
validation[          , genome  6989] predictions:    9734/  10000 (97.34%), best:    9756/10000 (97.56%), error:       844.94318, best error:       793.41840 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.9644088745s, input_fired_time: 1.6148817539, output_fired_time: 1.0108431578, propagate_forward_time: 47.0788078308, propagate_backward_time: 67.7619476318, weight_update_time: 0.1067871526, other_time: 2.4979248047
epoch time: 9.9398336411s, input_fired_time: 0.1729002446, output_fired_time: 0.0000000000, propagate_forward_time: 9.3287725449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381608963
validation[          , genome  6989] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       899.55951, best error:       793.41840 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 120.5144119263s, input_fired_time: 1.6282117367, output_fired_time: 1.0155295134, propagate_forward_time: 47.4739608765, propagate_backward_time: 67.8358459473, weight_update_time: 0.1103837565, other_time: 2.5608673096
epoch time: 9.9631719589s, input_fired_time: 0.1737035215, output_fired_time: 0.0000000000, propagate_forward_time: 9.3501377106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393310547
validation[          , genome  6989] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       812.06696, best error:       793.41840 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 118.8757858276s, input_fired_time: 1.6202017069, output_fired_time: 1.0065497160, propagate_forward_time: 46.7517471313, propagate_backward_time: 66.9698181152, weight_update_time: 0.1095112413, other_time: 2.5274734497
epoch time: 9.9448242188s, input_fired_time: 0.1719918400, output_fired_time: 0.0000000000, propagate_forward_time: 9.3344135284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384183884
validation[          , genome  6989] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       750.74768, best error:       750.74768 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.4078674316s, input_fired_time: 1.6440501213, output_fired_time: 1.0228629112, propagate_forward_time: 47.7651176453, propagate_backward_time: 68.3917999268, weight_update_time: 0.1114661843, other_time: 2.5840301514
epoch time: 9.9246044159s, input_fired_time: 0.1727297753, output_fired_time: 0.0000000000, propagate_forward_time: 9.3171958923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346790314
validation[          , genome  6989] predictions:    9756/  10000 (97.56%), best:    9755/10000 (97.55%), error:       835.36786, best error:       750.74768 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 118.9637603760s, input_fired_time: 1.6192188263, output_fired_time: 1.0142526627, propagate_forward_time: 46.6961898804, propagate_backward_time: 67.1129913330, weight_update_time: 0.1089184657, other_time: 2.5211105347
epoch time: 9.9276800156s, input_fired_time: 0.1718035489, output_fired_time: 0.0000000000, propagate_forward_time: 9.3192348480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366416931
validation[          , genome  6989] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       958.02185, best error:       750.74768 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.1304855347s, input_fired_time: 1.6182888746, output_fired_time: 1.0040084124, propagate_forward_time: 46.7703208923, propagate_backward_time: 67.2015533447, weight_update_time: 0.1087684110, other_time: 2.5363159180
epoch time: 9.9393310547s, input_fired_time: 0.1727596074, output_fired_time: 0.0000000000, propagate_forward_time: 9.3273839951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391870499
validation[          , genome  6989] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       843.81250, best error:       750.74768 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.9124374390s, input_fired_time: 1.6283301115, output_fired_time: 1.0195336342, propagate_forward_time: 47.5400505066, propagate_backward_time: 68.1657028198, weight_update_time: 0.1094630808, other_time: 2.5588302612
epoch time: 9.9292516708s, input_fired_time: 0.1712183356, output_fired_time: 0.0000000000, propagate_forward_time: 9.3223953247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356384277
validation[          , genome  6989] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       912.98370, best error:       750.74768 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 120.3062057495s, input_fired_time: 1.6263445616, output_fired_time: 1.0201315880, propagate_forward_time: 47.2863388062, propagate_backward_time: 67.8389968872, weight_update_time: 0.1104575843, other_time: 2.5343933105
epoch time: 9.9405069351s, input_fired_time: 0.1716396511, output_fired_time: 0.0000000000, propagate_forward_time: 9.3335142136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353532791
validation[          , genome  6989] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       884.25873, best error:       750.74768 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.8880767822s, input_fired_time: 1.6167916059, output_fired_time: 1.0136631727, propagate_forward_time: 47.1090202332, propagate_backward_time: 67.6126861572, weight_update_time: 0.1092166379, other_time: 2.5359191895
epoch time: 9.9258317947s, input_fired_time: 0.1696293205, output_fired_time: 0.0000000000, propagate_forward_time: 9.3144521713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417505264
validation[          , genome  6989] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       869.38196, best error:       750.74768 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 119.1164550781s, input_fired_time: 1.6031008959, output_fired_time: 1.0065960884, propagate_forward_time: 46.8118820190, propagate_backward_time: 67.1490249634, weight_update_time: 0.1097901985, other_time: 2.5458450317
epoch time: 9.9131965637s, input_fired_time: 0.1665906012, output_fired_time: 0.0000000000, propagate_forward_time: 9.3108778000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357280731
validation[          , genome  6989] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       927.84033, best error:       750.74768 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 118.6921310425s, input_fired_time: 1.6195594072, output_fired_time: 1.0045354366, propagate_forward_time: 46.6029663086, propagate_backward_time: 66.9348602295, weight_update_time: 0.1095748469, other_time: 2.5302124023
epoch time: 9.9197025299s, input_fired_time: 0.1697161347, output_fired_time: 0.0000000000, propagate_forward_time: 9.3137435913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362430573
validation[          , genome  6989] predictions:    9738/  10000 (97.38%), best:    9755/10000 (97.55%), error:       876.21350, best error:       750.74768 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 118.5580596924s, input_fired_time: 1.6308363676, output_fired_time: 1.0019500256, propagate_forward_time: 46.5574836731, propagate_backward_time: 66.8241729736, weight_update_time: 0.1097594723, other_time: 2.5436096191
epoch time: 9.9514980316s, input_fired_time: 0.1727854162, output_fired_time: 0.0000000000, propagate_forward_time: 9.3333702087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453420639
validation[          , genome  6989] predictions:    9732/  10000 (97.32%), best:    9755/10000 (97.55%), error:       835.34485, best error:       750.74768 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 118.5072631836s, input_fired_time: 1.6207226515, output_fired_time: 1.0016978979, propagate_forward_time: 46.5433616638, propagate_backward_time: 66.8268737793, weight_update_time: 0.1093113944, other_time: 2.5146026611
epoch time: 9.9277830124s, input_fired_time: 0.1741540581, output_fired_time: 0.0000000000, propagate_forward_time: 9.3173942566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362344742
validation[          , genome  6989] predictions:    9762/  10000 (97.62%), best:    9755/10000 (97.55%), error:       811.73706, best error:       750.74768 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 118.6920013428s, input_fired_time: 1.6366704702, output_fired_time: 1.0039720535, propagate_forward_time: 46.6499748230, propagate_backward_time: 66.8631362915, weight_update_time: 0.1097056866, other_time: 2.5382461548
epoch time: 9.9196853638s, input_fired_time: 0.1743103564, output_fired_time: 0.0000000000, propagate_forward_time: 9.3120479584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333267212
validation[          , genome  6989] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       861.57190, best error:       750.74768 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.6421737671s, input_fired_time: 1.6212022305, output_fired_time: 1.0041321516, propagate_forward_time: 46.5574874878, propagate_backward_time: 66.9286880493, weight_update_time: 0.1095731631, other_time: 2.5306625366
epoch time: 9.9512901306s, input_fired_time: 0.1744472831, output_fired_time: 0.0000000000, propagate_forward_time: 9.3408336639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360094070
validation[          , genome  6989] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       805.65845, best error:       750.74768 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.8295440674s, input_fired_time: 1.6324594021, output_fired_time: 1.0099914074, propagate_forward_time: 47.1316833496, propagate_backward_time: 67.5299148560, weight_update_time: 0.1099873111, other_time: 2.5254898071
epoch time: 9.9194307327s, input_fired_time: 0.1717472821, output_fired_time: 0.0000000000, propagate_forward_time: 9.3135318756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341516495
validation[          , genome  6989] predictions:    9732/  10000 (97.32%), best:    9755/10000 (97.55%), error:       842.28711, best error:       750.74768 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.6361312866s, input_fired_time: 1.6257666349, output_fired_time: 1.0025948286, propagate_forward_time: 46.5907249451, propagate_backward_time: 66.8820648193, weight_update_time: 0.1091601700, other_time: 2.5349884033
epoch time: 9.9198532104s, input_fired_time: 0.1725928932, output_fired_time: 0.0000000000, propagate_forward_time: 9.3124275208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348325729
validation[          , genome  6989] predictions:    9744/  10000 (97.44%), best:    9755/10000 (97.55%), error:       865.96533, best error:       750.74768 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 118.7574691772s, input_fired_time: 1.6232656240, output_fired_time: 1.0033495426, propagate_forward_time: 46.6896591187, propagate_backward_time: 66.9039993286, weight_update_time: 0.1103940234, other_time: 2.5371932983
epoch time: 9.9326438904s, input_fired_time: 0.1713842750, output_fired_time: 0.0000000000, propagate_forward_time: 9.3174734116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437866211
validation[          , genome  6989] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       928.65570, best error:       750.74768 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 118.4479522705s, input_fired_time: 1.6127713919, output_fired_time: 1.0004159212, propagate_forward_time: 46.5341567993, propagate_backward_time: 66.8041000366, weight_update_time: 0.1104527265, other_time: 2.4965057373
epoch time: 9.9252300262s, input_fired_time: 0.1721450239, output_fired_time: 0.0000000000, propagate_forward_time: 9.3190622330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340229034
validation[          , genome  6989] predictions:    9757/  10000 (97.57%), best:    9755/10000 (97.55%), error:       819.29907, best error:       750.74768 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 118.7793655396s, input_fired_time: 1.6130002737, output_fired_time: 1.0035293102, propagate_forward_time: 46.7146453857, propagate_backward_time: 66.9478225708, weight_update_time: 0.1105843484, other_time: 2.5003662109
epoch time: 9.9120559692s, input_fired_time: 0.1710457504, output_fired_time: 0.0000000000, propagate_forward_time: 9.3110017776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300088882
validation[          , genome  6989] predictions:    9758/  10000 (97.58%), best:    9755/10000 (97.55%), error:       809.72278, best error:       750.74768 on epoch:    18, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.1135482788s, input_fired_time: 1.6042727232, output_fired_time: 1.0045654774, propagate_forward_time: 46.8440780640, propagate_backward_time: 67.1566314697, weight_update_time: 0.1102269292, other_time: 2.5040054321
epoch time: 9.9017295837s, input_fired_time: 0.1695533246, output_fired_time: 0.0000000000, propagate_forward_time: 9.3049192429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272565842
validation[          , genome  6989] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       736.77032, best error:       736.77032 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 118.4913253784s, input_fired_time: 1.6049265862, output_fired_time: 1.0072685480, propagate_forward_time: 46.5557594299, propagate_backward_time: 66.8049545288, weight_update_time: 0.1115837619, other_time: 2.5184097290
epoch time: 9.9218959808s, input_fired_time: 0.1706832647, output_fired_time: 0.0000000000, propagate_forward_time: 9.3154211044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357919693
validation[          , genome  6989] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       820.58490, best error:       736.77032 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 118.5012130737s, input_fired_time: 1.6104774475, output_fired_time: 1.0010459423, propagate_forward_time: 46.5695724487, propagate_backward_time: 66.8016357422, weight_update_time: 0.1106977984, other_time: 2.5184783936
epoch time: 9.9656085968s, input_fired_time: 0.1725378633, output_fired_time: 0.0000000000, propagate_forward_time: 9.3474149704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456558228
validation[          , genome  6989] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       886.46356, best error:       736.77032 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.4363708496s, input_fired_time: 1.6217725277, output_fired_time: 0.9996147752, propagate_forward_time: 46.5440864563, propagate_backward_time: 66.7775115967, weight_update_time: 0.1109004170, other_time: 2.4933776855
epoch time: 9.9183740616s, input_fired_time: 0.1704659313, output_fired_time: 0.0000000000, propagate_forward_time: 9.3170223236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308862686
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9772/10000 (97.72%), error:       777.95215, best error:       736.77032 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 118.6853103638s, input_fired_time: 1.6297956705, output_fired_time: 1.0016744137, propagate_forward_time: 46.6457862854, propagate_backward_time: 66.8895339966, weight_update_time: 0.1110423952, other_time: 2.5185165405
epoch time: 9.9540052414s, input_fired_time: 0.1724559218, output_fired_time: 0.0000000000, propagate_forward_time: 9.3425989151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389505386
validation[          , genome  6989] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       758.12677, best error:       736.77032 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.6787490845s, input_fired_time: 1.6220351458, output_fired_time: 1.0034034252, propagate_forward_time: 46.5919227600, propagate_backward_time: 66.9431991577, weight_update_time: 0.1115914211, other_time: 2.5181961060
epoch time: 9.9585733414s, input_fired_time: 0.1737336963, output_fired_time: 0.0000000000, propagate_forward_time: 9.3489971161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358425140
validation[          , genome  6989] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       763.38892, best error:       736.77032 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.8664932251s, input_fired_time: 1.6091725826, output_fired_time: 1.0039367676, propagate_forward_time: 46.7146873474, propagate_backward_time: 67.0406341553, weight_update_time: 0.1112310737, other_time: 2.4980621338
epoch time: 9.9188261032s, input_fired_time: 0.1706397384, output_fired_time: 0.0000000000, propagate_forward_time: 9.3145399094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336462021
validation[          , genome  6989] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       891.90613, best error:       736.77032 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.2662963867s, input_fired_time: 1.6216440201, output_fired_time: 1.0077321529, propagate_forward_time: 46.8706436157, propagate_backward_time: 67.2407836914, weight_update_time: 0.1115585864, other_time: 2.5254974365
epoch time: 9.9556903839s, input_fired_time: 0.1721543968, output_fired_time: 0.0000000000, propagate_forward_time: 9.3395681381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439678192
validation[          , genome  6989] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       755.16400, best error:       736.77032 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 118.8372879028s, input_fired_time: 1.6216098070, output_fired_time: 1.0069061518, propagate_forward_time: 46.6340065002, propagate_backward_time: 67.0592498779, weight_update_time: 0.1102116928, other_time: 2.5155181885
epoch time: 9.9633789062s, input_fired_time: 0.1764230281, output_fired_time: 0.0000000000, propagate_forward_time: 9.3463478088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406080246
validation[          , genome  6989] predictions:    9745/  10000 (97.45%), best:    9772/10000 (97.72%), error:       805.77374, best error:       736.77032 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 118.5536880493s, input_fired_time: 1.6239546537, output_fired_time: 1.0015888214, propagate_forward_time: 46.5856857300, propagate_backward_time: 66.8423385620, weight_update_time: 0.1104797199, other_time: 2.5001220703
epoch time: 10.0600805283s, input_fired_time: 0.1746836752, output_fired_time: 0.0000000000, propagate_forward_time: 9.4510498047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343471527
validation[          , genome  6989] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       909.15759, best error:       736.77032 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.2129516602s, input_fired_time: 1.6337411404, output_fired_time: 1.0082269907, propagate_forward_time: 46.8495750427, propagate_backward_time: 67.2079086304, weight_update_time: 0.1105342284, other_time: 2.5134963989
epoch time: 9.9316396713s, input_fired_time: 0.1730981320, output_fired_time: 0.0000000000, propagate_forward_time: 9.3250646591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334764481
validation[          , genome  6989] predictions:    9781/  10000 (97.81%), best:    9772/10000 (97.72%), error:       745.95190, best error:       736.77032 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 118.6406173706s, input_fired_time: 1.6324179173, output_fired_time: 1.0018811226, propagate_forward_time: 46.6174430847, propagate_backward_time: 66.8899002075, weight_update_time: 0.1101269051, other_time: 2.4989700317
epoch time: 9.9229021072s, input_fired_time: 0.1734377295, output_fired_time: 0.0000000000, propagate_forward_time: 9.3164596558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330043793
validation[          , genome  6989] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       698.79553, best error:       698.79553 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.7268218994s, input_fired_time: 1.6309853792, output_fired_time: 1.0017914772, propagate_forward_time: 46.6912841797, propagate_backward_time: 66.9002227783, weight_update_time: 0.1102048755, other_time: 2.5025329590
epoch time: 9.9892749786s, input_fired_time: 0.1746150255, output_fired_time: 0.0000000000, propagate_forward_time: 9.3693780899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452819824
validation[          , genome  6989] predictions:    9702/  10000 (97.02%), best:    9789/10000 (97.89%), error:      1024.11902, best error:       698.79553 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 118.4624176025s, input_fired_time: 1.6353033781, output_fired_time: 1.0000177622, propagate_forward_time: 46.5840034485, propagate_backward_time: 66.7538604736, weight_update_time: 0.1100857854, other_time: 2.4892425537
epoch time: 9.9239797592s, input_fired_time: 0.1740828753, output_fired_time: 0.0000000000, propagate_forward_time: 9.3179988861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318981171
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       755.25299, best error:       698.79553 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.4567184448s, input_fired_time: 1.6282021999, output_fired_time: 1.0004384518, propagate_forward_time: 46.5597915649, propagate_backward_time: 66.7672653198, weight_update_time: 0.1101888865, other_time: 2.5010223389
epoch time: 9.9170837402s, input_fired_time: 0.1739804298, output_fired_time: 0.0000000000, propagate_forward_time: 9.3137760162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293270111
validation[          , genome  6989] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       797.84778, best error:       698.79553 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.5780715942s, input_fired_time: 1.6197754145, output_fired_time: 1.0022783279, propagate_forward_time: 46.5681533813, propagate_backward_time: 66.8861389160, weight_update_time: 0.1102281809, other_time: 2.5017242432
epoch time: 10.0278644562s, input_fired_time: 0.1770869046, output_fired_time: 0.0000000000, propagate_forward_time: 9.4107198715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400577545
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       778.21393, best error:       698.79553 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.7759780884s, input_fired_time: 1.6225259304, output_fired_time: 1.0072430372, propagate_forward_time: 46.6425018311, propagate_backward_time: 67.0117874146, weight_update_time: 0.1106985360, other_time: 2.4919204712
epoch time: 9.9214982986s, input_fired_time: 0.1725740731, output_fired_time: 0.0000000000, propagate_forward_time: 9.3186302185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302940369
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       779.51276, best error:       698.79553 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.2904891968s, input_fired_time: 1.6305862665, output_fired_time: 1.0064283609, propagate_forward_time: 46.8981056213, propagate_backward_time: 67.2529525757, weight_update_time: 0.1106363237, other_time: 2.5024185181
epoch time: 9.9200506210s, input_fired_time: 0.1716168672, output_fired_time: 0.0000000000, propagate_forward_time: 9.3135852814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348487854
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       804.57904, best error:       698.79553 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 118.8855743408s, input_fired_time: 1.6286478043, output_fired_time: 1.0054055452, propagate_forward_time: 46.7368278503, propagate_backward_time: 67.0154495239, weight_update_time: 0.1105872616, other_time: 2.4992446899
epoch time: 9.9284667969s, input_fired_time: 0.1743273139, output_fired_time: 0.0000000000, propagate_forward_time: 9.3208684921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332714081
validation[          , genome  6989] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       739.08966, best error:       698.79553 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 118.5522918701s, input_fired_time: 1.6309107542, output_fired_time: 1.0039074421, propagate_forward_time: 46.5789146423, propagate_backward_time: 66.8320999146, weight_update_time: 0.1105216295, other_time: 2.5064620972
epoch time: 9.9235467911s, input_fired_time: 0.1735292822, output_fired_time: 0.0000000000, propagate_forward_time: 9.3175716400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324455261
validation[          , genome  6989] predictions:    9792/  10000 (97.92%), best:    9789/10000 (97.89%), error:       727.25677, best error:       698.79553 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 118.7801361084s, input_fired_time: 1.6337972879, output_fired_time: 1.0039746761, propagate_forward_time: 46.6801261902, propagate_backward_time: 66.9271621704, weight_update_time: 0.1112104058, other_time: 2.5350723267
epoch time: 9.9394159317s, input_fired_time: 0.1728759557, output_fired_time: 0.0000000000, propagate_forward_time: 9.3301544189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363851547
validation[          , genome  6989] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       857.69781, best error:       698.79553 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 118.5698471069s, input_fired_time: 1.6262508631, output_fired_time: 1.0024111271, propagate_forward_time: 46.5863380432, propagate_backward_time: 66.8305664062, weight_update_time: 0.1117343828, other_time: 2.5242767334
epoch time: 9.9157991409s, input_fired_time: 0.1722846627, output_fired_time: 0.0000000000, propagate_forward_time: 9.3134374619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300765991
validation[          , genome  6989] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       778.17780, best error:       698.79553 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.7953109741s, input_fired_time: 1.6344910860, output_fired_time: 1.0038735867, propagate_forward_time: 46.6898803711, propagate_backward_time: 66.9620056152, weight_update_time: 0.1114942580, other_time: 2.5050582886
epoch time: 9.9288330078s, input_fired_time: 0.1741614938, output_fired_time: 0.0000000000, propagate_forward_time: 9.3202562332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344148636
validation[          , genome  6989] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       783.83704, best error:       698.79553 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 118.7384338379s, input_fired_time: 1.6320410967, output_fired_time: 1.0021774769, propagate_forward_time: 46.6804389954, propagate_backward_time: 66.9107055664, weight_update_time: 0.1111485884, other_time: 2.5130767822
epoch time: 9.9391374588s, input_fired_time: 0.1746175736, output_fired_time: 0.0000000000, propagate_forward_time: 9.3299236298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345960617
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       768.58569, best error:       698.79553 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.4183959961s, input_fired_time: 1.6284155846, output_fired_time: 0.9991109371, propagate_forward_time: 46.5476303101, propagate_backward_time: 66.7772369385, weight_update_time: 0.1102745011, other_time: 2.4660034180
epoch time: 9.9066715240s, input_fired_time: 0.1712492704, output_fired_time: 0.0000000000, propagate_forward_time: 9.3111200333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243021011
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       804.99072, best error:       698.79553 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 119.3246688843s, input_fired_time: 1.6368573904, output_fired_time: 1.0060205460, propagate_forward_time: 46.9295120239, propagate_backward_time: 67.2850570679, weight_update_time: 0.1111387461, other_time: 2.4672241211
epoch time: 9.9136562347s, input_fired_time: 0.1731094718, output_fired_time: 0.0000000000, propagate_forward_time: 9.3131151199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274320602
validation[          , genome  6989] predictions:    9759/  10000 (97.59%), best:    9789/10000 (97.89%), error:       833.99243, best error:       698.79553 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 118.7927627563s, input_fired_time: 1.6333923340, output_fired_time: 1.0013847351, propagate_forward_time: 46.6794433594, propagate_backward_time: 66.9927749634, weight_update_time: 0.1108300164, other_time: 2.4857711792
epoch time: 9.9133710861s, input_fired_time: 0.1716302782, output_fired_time: 0.0000000000, propagate_forward_time: 9.3147106171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270305634
validation[          , genome  6989] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       820.29242, best error:       698.79553 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.5906677246s, input_fired_time: 1.6310092211, output_fired_time: 0.9994244576, propagate_forward_time: 46.6030235291, propagate_backward_time: 66.8980712891, weight_update_time: 0.1113084778, other_time: 2.4591369629
epoch time: 9.9183092117s, input_fired_time: 0.1751813591, output_fired_time: 0.0000000000, propagate_forward_time: 9.3139839172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291439056
validation[          , genome  6989] predictions:    9629/  10000 (96.29%), best:    9789/10000 (97.89%), error:      1238.86450, best error:       698.79553 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 118.4255218506s, input_fired_time: 1.6260919571, output_fired_time: 0.9993605018, propagate_forward_time: 46.5387954712, propagate_backward_time: 66.7840957642, weight_update_time: 0.1111692265, other_time: 2.4771804810
epoch time: 9.9200487137s, input_fired_time: 0.1724870503, output_fired_time: 0.0000000000, propagate_forward_time: 9.3143377304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332237244
validation[          , genome  6989] predictions:    9787/  10000 (97.87%), best:    9789/10000 (97.89%), error:       725.12952, best error:       698.79553 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.6247024536s, input_fired_time: 1.6409417391, output_fired_time: 1.0070096254, propagate_forward_time: 47.0606613159, propagate_backward_time: 67.4288940430, weight_update_time: 0.1112141609, other_time: 2.4871902466
epoch time: 9.9218997955s, input_fired_time: 0.1756122261, output_fired_time: 0.0000000000, propagate_forward_time: 9.3166732788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296140671
validation[          , genome  6989] predictions:    9750/  10000 (97.50%), best:    9789/10000 (97.89%), error:       873.38940, best error:       698.79553 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 118.4612197876s, input_fired_time: 1.6338776350, output_fired_time: 0.9986933470, propagate_forward_time: 46.5545768738, propagate_backward_time: 66.7972106934, weight_update_time: 0.1109085903, other_time: 2.4768524170
epoch time: 9.9150810242s, input_fired_time: 0.1734922379, output_fired_time: 0.0000000000, propagate_forward_time: 9.3142452240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273433685
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       773.80884, best error:       698.79553 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.4908142090s, input_fired_time: 1.6410380602, output_fired_time: 1.0078949928, propagate_forward_time: 47.0130577087, propagate_backward_time: 67.3392181396, weight_update_time: 0.1120911241, other_time: 2.4896087646
epoch time: 9.9375715256s, input_fired_time: 0.1740950644, output_fired_time: 0.0000000000, propagate_forward_time: 9.3330087662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304676056
validation[          , genome  6989] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       720.58331, best error:       698.79553 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.1167221069s, input_fired_time: 1.6540422440, output_fired_time: 1.0171639919, propagate_forward_time: 47.6488838196, propagate_backward_time: 68.2678375244, weight_update_time: 0.1134842038, other_time: 2.5287933350
epoch time: 9.9266366959s, input_fired_time: 0.1746393740, output_fired_time: 0.0000000000, propagate_forward_time: 9.3207530975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312438965
validation[          , genome  6989] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       764.94135, best error:       698.79553 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.8163146973s, input_fired_time: 1.6482739449, output_fired_time: 1.0110485554, propagate_forward_time: 47.0860404968, propagate_backward_time: 67.5666427612, weight_update_time: 0.1114800274, other_time: 2.5043106079
epoch time: 9.9304351807s, input_fired_time: 0.1752835065, output_fired_time: 0.0000000000, propagate_forward_time: 9.3202657700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4348859787
validation[          , genome  6989] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       777.95941, best error:       698.79553 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.5856399536s, input_fired_time: 1.6377686262, output_fired_time: 1.0017753839, propagate_forward_time: 46.5700607300, propagate_backward_time: 66.9040985107, weight_update_time: 0.1108539999, other_time: 2.4719314575
epoch time: 9.9172763824s, input_fired_time: 0.1722500622, output_fired_time: 0.0000000000, propagate_forward_time: 9.3160200119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290065765
validation[          , genome  6989] predictions:    9711/  10000 (97.11%), best:    9789/10000 (97.89%), error:       897.20929, best error:       698.79553 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 118.4806060791s, input_fired_time: 1.6340957880, output_fired_time: 1.0004010201, propagate_forward_time: 46.5622711182, propagate_backward_time: 66.8153381348, weight_update_time: 0.1109776720, other_time: 2.4684982300
epoch time: 9.9218053818s, input_fired_time: 0.1734128594, output_fired_time: 0.0000000000, propagate_forward_time: 9.3175382614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308538437
validation[          , genome  6989] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       802.10205, best error:       698.79553 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 118.5138626099s, input_fired_time: 1.6442162991, output_fired_time: 1.0009447336, propagate_forward_time: 46.5916061401, propagate_backward_time: 66.8061752319, weight_update_time: 0.1113470644, other_time: 2.4709167480
epoch time: 9.9372491837s, input_fired_time: 0.1748929620, output_fired_time: 0.0000000000, propagate_forward_time: 9.3315801620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307756424
validation[          , genome  6989] predictions:    9787/  10000 (97.87%), best:    9789/10000 (97.89%), error:       709.44037, best error:       698.79553 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.7085418701s, input_fired_time: 1.6388601065, output_fired_time: 1.0024319887, propagate_forward_time: 46.6442375183, propagate_backward_time: 66.9456024170, weight_update_time: 0.1110998020, other_time: 2.4774017334
epoch time: 9.9218835831s, input_fired_time: 0.1735998988, output_fired_time: 0.0000000000, propagate_forward_time: 9.3178501129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304332733
validation[          , genome  6989] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       731.96423, best error:       698.79553 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 120.2498855591s, input_fired_time: 1.6478222609, output_fired_time: 1.0192216635, propagate_forward_time: 47.2570915222, propagate_backward_time: 67.8203048706, weight_update_time: 0.1119125411, other_time: 2.5054550171
epoch time: 9.9601554871s, input_fired_time: 0.1773072034, output_fired_time: 0.0000000000, propagate_forward_time: 9.3440618515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387865067
validation[          , genome  6989] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       672.94086, best error:       672.94086 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 118.5801010132s, input_fired_time: 1.6339975595, output_fired_time: 1.0000036955, propagate_forward_time: 46.6050262451, propagate_backward_time: 66.8667297363, weight_update_time: 0.1110119596, other_time: 2.4743499756
epoch time: 9.9219255447s, input_fired_time: 0.1734217256, output_fired_time: 0.0000000000, propagate_forward_time: 9.3175697327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309339523
validation[          , genome  6989] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       736.90546, best error:       672.94086 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 118.5298843384s, input_fired_time: 1.6326574087, output_fired_time: 1.0019249916, propagate_forward_time: 46.5634994507, propagate_backward_time: 66.8503341675, weight_update_time: 0.1121352538, other_time: 2.4814682007
epoch time: 9.9151449203s, input_fired_time: 0.1743113697, output_fired_time: 0.0000000000, propagate_forward_time: 9.3133821487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274511337
validation[          , genome  6989] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       739.46350, best error:       672.94086 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.6629562378s, input_fired_time: 1.6291729212, output_fired_time: 1.0032498837, propagate_forward_time: 46.5800437927, propagate_backward_time: 66.9843826294, weight_update_time: 0.1123141646, other_time: 2.4661026001
epoch time: 9.9131975174s, input_fired_time: 0.1709378064, output_fired_time: 0.0000000000, propagate_forward_time: 9.3137655258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284944534
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       750.85938, best error:       672.94086 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 118.5630340576s, input_fired_time: 1.6049005985, output_fired_time: 1.0012602806, propagate_forward_time: 46.5927543640, propagate_backward_time: 66.9004440308, weight_update_time: 0.1118869781, other_time: 2.4636764526
epoch time: 9.9149789810s, input_fired_time: 0.1717115045, output_fired_time: 0.0000000000, propagate_forward_time: 9.3166933060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265737534
validation[          , genome  6989] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       716.27448, best error:       672.94086 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 119.0801773071s, input_fired_time: 1.6177624464, output_fired_time: 1.0029813051, propagate_forward_time: 46.8257942200, propagate_backward_time: 67.1686325073, weight_update_time: 0.1117176190, other_time: 2.4650039673
epoch time: 9.9169263840s, input_fired_time: 0.1735476851, output_fired_time: 0.0000000000, propagate_forward_time: 9.3113250732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320535660
validation[          , genome  6989] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       821.68878, best error:       672.94086 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 118.3892440796s, input_fired_time: 1.6192191839, output_fired_time: 0.9992361665, propagate_forward_time: 46.5223197937, propagate_backward_time: 66.7833786011, weight_update_time: 0.1118291244, other_time: 2.4650955200
epoch time: 9.9163780212s, input_fired_time: 0.1739705652, output_fired_time: 0.0000000000, propagate_forward_time: 9.3135967255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288110733
validation[          , genome  6989] predictions:    9710/  10000 (97.10%), best:    9798/10000 (97.98%), error:       958.11060, best error:       672.94086 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 118.6251296997s, input_fired_time: 1.6263569593, output_fired_time: 1.0017883778, propagate_forward_time: 46.6214447021, propagate_backward_time: 66.9070358276, weight_update_time: 0.1124381050, other_time: 2.4685058594
epoch time: 9.9127321243s, input_fired_time: 0.1737606376, output_fired_time: 0.0000000000, propagate_forward_time: 9.3110637665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279079437
validation[          , genome  6989] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       698.58325, best error:       672.94086 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.4004974365s, input_fired_time: 1.6240460873, output_fired_time: 1.0000989437, propagate_forward_time: 46.5469512939, propagate_backward_time: 66.7816848755, weight_update_time: 0.1117207184, other_time: 2.4477157593
epoch time: 9.9151868820s, input_fired_time: 0.1742127687, output_fired_time: 0.0000000000, propagate_forward_time: 9.3144035339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265708923
validation[          , genome  6989] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       755.67010, best error:       672.94086 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 118.6958618164s, input_fired_time: 1.6332452297, output_fired_time: 1.0003110170, propagate_forward_time: 46.6528205872, propagate_backward_time: 66.9282150269, weight_update_time: 0.1117609963, other_time: 2.4812698364
epoch time: 9.9232807159s, input_fired_time: 0.1737901568, output_fired_time: 0.0000000000, propagate_forward_time: 9.3208780289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286127090
validation[          , genome  6989] predictions:    9787/  10000 (97.87%), best:    9798/10000 (97.98%), error:       741.88080, best error:       672.94086 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 118.6024398804s, input_fired_time: 1.6347677708, output_fired_time: 1.0007264614, propagate_forward_time: 46.6075096130, propagate_backward_time: 66.8972625732, weight_update_time: 0.1107162014, other_time: 2.4621734619
epoch time: 9.9341745377s, input_fired_time: 0.1752080470, output_fired_time: 0.0000000000, propagate_forward_time: 9.3242025375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347639084
validation[          , genome  6989] predictions:    9752/  10000 (97.52%), best:    9798/10000 (97.98%), error:       849.42542, best error:       672.94086 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 118.8335418701s, input_fired_time: 1.6424647570, output_fired_time: 1.0015673637, propagate_forward_time: 46.6758232117, propagate_backward_time: 67.0486145020, weight_update_time: 0.1109346822, other_time: 2.4650726318
epoch time: 9.9390335083s, input_fired_time: 0.1782448888, output_fired_time: 0.0000000000, propagate_forward_time: 9.3325052261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282836914
validation[          , genome  6989] predictions:    9764/  10000 (97.64%), best:    9798/10000 (97.98%), error:       787.32983, best error:       672.94086 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 118.6572418213s, input_fired_time: 1.6380958557, output_fired_time: 1.0009661913, propagate_forward_time: 46.6490211487, propagate_backward_time: 66.9237060547, weight_update_time: 0.1103405356, other_time: 2.4454498291
epoch time: 9.9139099121s, input_fired_time: 0.1740951985, output_fired_time: 0.0000000000, propagate_forward_time: 9.3134965897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263181686
validation[          , genome  6989] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       813.18433, best error:       672.94086 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 118.8885955811s, input_fired_time: 1.6474304199, output_fired_time: 1.0050506592, propagate_forward_time: 46.6911201477, propagate_backward_time: 67.0874938965, weight_update_time: 0.1110981032, other_time: 2.4575042725
epoch time: 9.9207324982s, input_fired_time: 0.1753422618, output_fired_time: 0.0000000000, propagate_forward_time: 9.3186645508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267253876
validation[          , genome  6989] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       719.43323, best error:       672.94086 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.8492431641s, input_fired_time: 1.6620149612, output_fired_time: 1.0115281343, propagate_forward_time: 47.1290550232, propagate_backward_time: 67.5778045654, weight_update_time: 0.1111947149, other_time: 2.4688415527
epoch time: 10.3230133057s, input_fired_time: 0.1841083318, output_fired_time: 0.0000000000, propagate_forward_time: 9.6913537979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475507736
validation[          , genome  6989] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       715.13159, best error:       672.94086 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.5398254395s, input_fired_time: 1.6612278223, output_fired_time: 1.0102244616, propagate_forward_time: 46.9905242920, propagate_backward_time: 67.4016494751, weight_update_time: 0.1110352799, other_time: 2.4762039185
epoch time: 9.9297761917s, input_fired_time: 0.1741873175, output_fired_time: 0.0000000000, propagate_forward_time: 9.3236980438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318904877
validation[          , genome  6989] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       733.15460, best error:       672.94086 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 119.2232131958s, input_fired_time: 1.6400111914, output_fired_time: 1.0030149221, propagate_forward_time: 46.8735618591, propagate_backward_time: 67.2327499390, weight_update_time: 0.1116014794, other_time: 2.4738693237
epoch time: 9.9203186035s, input_fired_time: 0.1759547591, output_fired_time: 0.0000000000, propagate_forward_time: 9.3186054230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257583618
validation[          , genome  6989] predictions:    9716/  10000 (97.16%), best:    9798/10000 (97.98%), error:       920.35181, best error:       672.94086 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 118.8800964355s, input_fired_time: 1.6418371201, output_fired_time: 1.0015460253, propagate_forward_time: 46.7509918213, propagate_backward_time: 67.0327758789, weight_update_time: 0.1104724631, other_time: 2.4529418945
epoch time: 9.9429445267s, input_fired_time: 0.1754926294, output_fired_time: 0.0000000000, propagate_forward_time: 9.3404130936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270391464
validation[          , genome  6989] predictions:    9765/  10000 (97.65%), best:    9798/10000 (97.98%), error:       768.21356, best error:       672.94086 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 118.8613281250s, input_fired_time: 1.6349133253, output_fired_time: 1.0037338734, propagate_forward_time: 46.6712989807, propagate_backward_time: 67.1112823486, weight_update_time: 0.1100809127, other_time: 2.4401092529
epoch time: 9.9385519028s, input_fired_time: 0.1779113710, output_fired_time: 0.0000000000, propagate_forward_time: 9.3339815140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266586304
validation[          , genome  6989] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       703.70105, best error:       672.94086 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.1181869507s, input_fired_time: 1.6368252039, output_fired_time: 1.0112941265, propagate_forward_time: 46.7423896790, propagate_backward_time: 67.2878494263, weight_update_time: 0.1102287322, other_time: 2.4398269653
epoch time: 9.9166765213s, input_fired_time: 0.1743949652, output_fired_time: 0.0000000000, propagate_forward_time: 9.3157434464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265384674
validation[          , genome  6989] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       767.57825, best error:       672.94086 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.0455093384s, input_fired_time: 1.6361793280, output_fired_time: 1.0044565201, propagate_forward_time: 46.8022651672, propagate_backward_time: 67.1182098389, weight_update_time: 0.1108051538, other_time: 2.4844055176
epoch time: 9.9675197601s, input_fired_time: 0.1759828180, output_fired_time: 0.0000000000, propagate_forward_time: 9.3569164276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346208572
validation[          , genome  6989] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       753.58398, best error:       672.94086 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.1684799194s, input_fired_time: 1.6342276335, output_fired_time: 1.0049771070, propagate_forward_time: 46.8342552185, propagate_backward_time: 67.2149353027, weight_update_time: 0.1123813167, other_time: 2.4800872803
epoch time: 9.9303083420s, input_fired_time: 0.1780315638, output_fired_time: 0.0000000000, propagate_forward_time: 9.3243036270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279727936
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       791.38483, best error:       672.94086 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 118.4352722168s, input_fired_time: 1.6183518171, output_fired_time: 1.0002567768, propagate_forward_time: 46.5658302307, propagate_backward_time: 66.7949447632, weight_update_time: 0.1118479371, other_time: 2.4558792114
epoch time: 9.9193506241s, input_fired_time: 0.1731927097, output_fired_time: 0.0000000000, propagate_forward_time: 9.3178367615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283208847
validation[          , genome  6989] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       740.54803, best error:       672.94086 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.2388153076s, input_fired_time: 1.6192306280, output_fired_time: 1.0115412474, propagate_forward_time: 46.8943099976, propagate_backward_time: 67.2641143799, weight_update_time: 0.1113475114, other_time: 2.4496154785
epoch time: 9.9028224945s, input_fired_time: 0.1700203121, output_fired_time: 0.0000000000, propagate_forward_time: 9.3081512451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246511459
validation[          , genome  6989] predictions:    9780/  10000 (97.80%), best:    9798/10000 (97.98%), error:       721.43201, best error:       672.94086 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 118.4842453003s, input_fired_time: 1.6062278748, output_fired_time: 0.9922981858, propagate_forward_time: 46.5884361267, propagate_backward_time: 66.9012527466, weight_update_time: 0.1005766690, other_time: 2.3960342407
epoch time: 9.9143123627s, input_fired_time: 0.1707316190, output_fired_time: 0.0000000000, propagate_forward_time: 9.3191289902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244518280
validation[          , genome  6989] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       751.97437, best error:       672.94086 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 118.1803131104s, input_fired_time: 1.6080263853, output_fired_time: 0.9898542166, propagate_forward_time: 46.5214233398, propagate_backward_time: 66.6706008911, weight_update_time: 0.1003854200, other_time: 2.3904113770
epoch time: 9.9081478119s, input_fired_time: 0.1736042947, output_fired_time: 0.0000000000, propagate_forward_time: 9.3072109222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273328781
validation[          , genome  6989] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       795.07715, best error:       672.94086 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 118.5548553467s, input_fired_time: 1.6183668375, output_fired_time: 1.0093187094, propagate_forward_time: 46.6169433594, propagate_backward_time: 66.9147949219, weight_update_time: 0.1007421538, other_time: 2.3954315186
epoch time: 10.0380401611s, input_fired_time: 0.1744741350, output_fired_time: 0.0000000000, propagate_forward_time: 9.4316225052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319438934
validation[          , genome  6989] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       761.68866, best error:       672.94086 on epoch:    74, 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: 49.7075119019s, input_fired_time: 0.8657278419, output_fired_time: 0.0000000000, propagate_forward_time: 46.6892356873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1525497437
best training[          , genome  6989] predictions:   49811/  50000 (99.62%), best:    9798/10000 (97.98%), error:       932.22485, best error:       672.94086 on epoch:    74, 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: 9.9057407379s, input_fired_time: 0.1696944535, output_fired_time: 0.0000000000, propagate_forward_time: 9.3015241623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345216751
   testing[          , genome  6989] predictions:    9803/  10000 (98.03%), best:    9798/10000 (97.98%), error:       622.73236, best error:       672.94086 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:59:44 (5203): called boinc_finish(0)

</stderr_txt>
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