Nameexact_genome_1512568488_44_3681_0
Workunit2589689
Created7 Dec 2017, 6:12:12 UTC
Sent7 Dec 2017, 6:19:22 UTC
Report deadline11 Dec 2017, 3:48:57 UTC
Received7 Dec 2017, 17:37:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 13 min 47 sec
CPU time2 hours 9 min 27 sec
Validate stateValid
Credit973.89
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.64 MB
Peak swap size156.86 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
d_time: 0.0904905051, output_fired_time: 0.0000000000, propagate_forward_time: 5.3155822754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529457092
validation[          , genome  3681] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1652.80139, best error:      1652.80139 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.7552032471s, input_fired_time: 0.7206845284, output_fired_time: 0.6424353719, propagate_forward_time: 27.3876380920, propagate_backward_time: 43.3534011841, weight_update_time: 0.1155068353, other_time: 2.6510429382
epoch time: 5.6542420387s, input_fired_time: 0.0889467523, output_fired_time: 0.0000000000, propagate_forward_time: 5.1188049316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464902878
validation[          , genome  3681] predictions:    9462/  10000 (94.62%), best:    9519/10000 (95.19%), error:      1831.01758, best error:      1652.80139 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 74.7304916382s, input_fired_time: 0.7224838734, output_fired_time: 0.6559302807, propagate_forward_time: 29.3209457397, propagate_backward_time: 41.4197044373, weight_update_time: 0.1149053201, other_time: 2.6114311218
epoch time: 5.6839475632s, input_fired_time: 0.0891876817, output_fired_time: 0.0000000000, propagate_forward_time: 5.1478004456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469594955
validation[          , genome  3681] predictions:    9484/  10000 (94.84%), best:    9519/10000 (95.19%), error:      1703.61438, best error:      1652.80139 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 74.5550003052s, input_fired_time: 0.7192466855, output_fired_time: 0.6437019706, propagate_forward_time: 29.3001518250, propagate_backward_time: 41.2901954651, weight_update_time: 0.1140276045, other_time: 2.6017074585
epoch time: 5.7868738174s, input_fired_time: 0.0902007222, output_fired_time: 0.0000000000, propagate_forward_time: 5.2462992668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503736496
validation[          , genome  3681] predictions:    9423/  10000 (94.23%), best:    9519/10000 (95.19%), error:      1954.27563, best error:      1652.80139 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.2717819214s, input_fired_time: 0.7219840884, output_fired_time: 0.6420432925, propagate_forward_time: 27.1930675507, propagate_backward_time: 43.0940399170, weight_update_time: 0.1146556213, other_time: 2.6206436157
epoch time: 5.7049398422s, input_fired_time: 0.0900066718, output_fired_time: 0.0000000000, propagate_forward_time: 5.1675429344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473900795
validation[          , genome  3681] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1603.99768, best error:      1603.99768 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 75.1738128662s, input_fired_time: 1.7354965210, output_fired_time: 0.6475617290, propagate_forward_time: 26.4549064636, propagate_backward_time: 42.6933593750, weight_update_time: 0.1155147776, other_time: 3.6424903870
epoch time: 5.7368273735s, input_fired_time: 0.0899393037, output_fired_time: 0.0000000000, propagate_forward_time: 5.1982746124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486136436
validation[          , genome  3681] predictions:    9530/  10000 (95.30%), best:    9530/10000 (95.30%), error:      1593.99805, best error:      1593.99805 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 74.2690582275s, input_fired_time: 0.7241302729, output_fired_time: 0.6444654465, propagate_forward_time: 28.7617702484, propagate_backward_time: 41.5513420105, weight_update_time: 0.1147773489, other_time: 2.5873527527
epoch time: 5.8030271530s, input_fired_time: 0.0895630047, output_fired_time: 0.0000000000, propagate_forward_time: 5.2677440643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457201958
validation[          , genome  3681] predictions:    9517/  10000 (95.17%), best:    9530/10000 (95.30%), error:      1595.53259, best error:      1593.99805 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.0476150513s, input_fired_time: 0.7234800458, output_fired_time: 0.6408964396, propagate_forward_time: 28.2801971436, propagate_backward_time: 41.7820816040, weight_update_time: 0.1147420853, other_time: 2.6209564209
epoch time: 5.6890091896s, input_fired_time: 0.0905931443, output_fired_time: 0.0000000000, propagate_forward_time: 5.1430830956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553327560
validation[          , genome  3681] predictions:    9508/  10000 (95.08%), best:    9530/10000 (95.30%), error:      1599.27002, best error:      1593.99805 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 74.4394607544s, input_fired_time: 0.7167258859, output_fired_time: 0.6392276883, propagate_forward_time: 27.2349548340, propagate_backward_time: 43.2647018433, weight_update_time: 0.1143824458, other_time: 2.5838470459
epoch time: 5.7110867500s, input_fired_time: 0.0890400857, output_fired_time: 0.0000000000, propagate_forward_time: 5.1763629913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456834793
validation[          , genome  3681] predictions:    9497/  10000 (94.97%), best:    9530/10000 (95.30%), error:      1700.48486, best error:      1593.99805 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.7215728760s, input_fired_time: 0.7175564170, output_fired_time: 0.6423364282, propagate_forward_time: 27.4177074432, propagate_backward_time: 43.3326606750, weight_update_time: 0.1143785045, other_time: 2.6113090515
epoch time: 5.7999453545s, input_fired_time: 0.0922640115, output_fired_time: 0.0000000000, propagate_forward_time: 5.2502789497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574022293
validation[          , genome  3681] predictions:    9522/  10000 (95.22%), best:    9530/10000 (95.30%), error:      1630.59729, best error:      1593.99805 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 78.0654830933s, input_fired_time: 0.7408127189, output_fired_time: 0.6819512248, propagate_forward_time: 28.7098865509, propagate_backward_time: 44.2120246887, weight_update_time: 0.1234267056, other_time: 3.7208061218
epoch time: 10.6435327530s, input_fired_time: 0.1452944726, output_fired_time: 0.0000000000, propagate_forward_time: 9.7833347321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149038315
validation[          , genome  3681] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1555.72961, best error:      1555.72961 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 77.1762161255s, input_fired_time: 1.7565493584, output_fired_time: 0.6924210787, propagate_forward_time: 30.2559394836, propagate_backward_time: 41.8321914673, weight_update_time: 0.1142968684, other_time: 2.6391181946
epoch time: 5.7523450851s, input_fired_time: 0.0897838697, output_fired_time: 0.0000000000, propagate_forward_time: 5.2188048363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437565804
validation[          , genome  3681] predictions:    9473/  10000 (94.73%), best:    9536/10000 (95.36%), error:      1661.74854, best error:      1555.72961 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 73.7443618774s, input_fired_time: 0.7168849111, output_fired_time: 0.6355980635, propagate_forward_time: 26.9779071808, propagate_backward_time: 40.9266738892, weight_update_time: 0.1126577482, other_time: 4.4872970581
epoch time: 5.7933573723s, input_fired_time: 0.0904064551, output_fired_time: 0.0000000000, propagate_forward_time: 5.2473392487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556117058
validation[          , genome  3681] predictions:    9520/  10000 (95.20%), best:    9536/10000 (95.36%), error:      1593.46350, best error:      1555.72961 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 75.1064987183s, input_fired_time: 0.7234874964, output_fired_time: 0.6478617191, propagate_forward_time: 28.5660400391, propagate_backward_time: 42.5777015686, weight_update_time: 0.1146194488, other_time: 2.5914039612
epoch time: 5.8374853134s, input_fired_time: 0.0928861573, output_fired_time: 0.0000000000, propagate_forward_time: 5.2859711647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586281776
validation[          , genome  3681] predictions:    9530/  10000 (95.30%), best:    9536/10000 (95.36%), error:      1566.80432, best error:      1555.72961 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 74.7901687622s, input_fired_time: 0.7266764641, output_fired_time: 0.6494887471, propagate_forward_time: 30.3697414398, propagate_backward_time: 40.4264526367, weight_update_time: 0.1148705855, other_time: 2.6178054810
epoch time: 5.7061338425s, input_fired_time: 0.0913916305, output_fired_time: 0.0000000000, propagate_forward_time: 5.1672444344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474978447
validation[          , genome  3681] predictions:    9525/  10000 (95.25%), best:    9536/10000 (95.36%), error:      1625.15833, best error:      1555.72961 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 74.9177474976s, input_fired_time: 0.7261818051, output_fired_time: 0.6455649137, propagate_forward_time: 26.4261741638, propagate_backward_time: 44.5007362366, weight_update_time: 0.1143712625, other_time: 2.6190948486
epoch time: 5.8605160713s, input_fired_time: 0.0910603404, output_fired_time: 0.0000000000, propagate_forward_time: 5.3148789406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545769691
validation[          , genome  3681] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1518.16516, best error:      1518.16516 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 74.7801055908s, input_fired_time: 0.7260777354, output_fired_time: 0.6446934938, propagate_forward_time: 28.3586044312, propagate_backward_time: 42.4487915039, weight_update_time: 0.1200987101, other_time: 2.6019439697
epoch time: 5.7211575508s, input_fired_time: 0.0913477093, output_fired_time: 0.0000000000, propagate_forward_time: 5.1773123741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524974823
validation[          , genome  3681] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1517.36194, best error:      1517.36194 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 75.1659698486s, input_fired_time: 0.7273938656, output_fired_time: 0.6484459043, propagate_forward_time: 28.6031074524, propagate_backward_time: 41.5913391113, weight_update_time: 0.1147616208, other_time: 3.5956840515
epoch time: 5.8038640022s, input_fired_time: 0.0914385915, output_fired_time: 0.0000000000, propagate_forward_time: 5.2605404854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518847466
validation[          , genome  3681] predictions:    9537/  10000 (95.37%), best:    9549/10000 (95.49%), error:      1532.95068, best error:      1517.36194 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 75.8299942017s, input_fired_time: 0.7461993694, output_fired_time: 0.6712101102, propagate_forward_time: 28.7663707733, propagate_backward_time: 43.0117416382, weight_update_time: 0.1152215376, other_time: 2.6344680786
epoch time: 6.2607927322s, input_fired_time: 0.1017188281, output_fired_time: 0.0000000000, propagate_forward_time: 5.6615343094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975395203
validation[          , genome  3681] predictions:    9546/  10000 (95.46%), best:    9549/10000 (95.49%), error:      1599.24768, best error:      1517.36194 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 77.1248626709s, input_fired_time: 0.7510927916, output_fired_time: 0.6677221060, propagate_forward_time: 30.1060657501, propagate_backward_time: 42.9665946960, weight_update_time: 0.1317315400, other_time: 2.6333885193
epoch time: 7.0345315933s, input_fired_time: 0.0946415514, output_fired_time: 0.0000000000, propagate_forward_time: 6.4753189087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645709991
validation[          , genome  3681] predictions:    9505/  10000 (95.05%), best:    9549/10000 (95.49%), error:      1638.83459, best error:      1517.36194 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 73.0885314941s, input_fired_time: 0.7240449786, output_fired_time: 0.6388932467, propagate_forward_time: 27.1256885529, propagate_backward_time: 42.0030593872, weight_update_time: 0.1140431836, other_time: 2.5968475342
epoch time: 7.0102462769s, input_fired_time: 0.0943151116, output_fired_time: 0.0000000000, propagate_forward_time: 6.4520850182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638462067
validation[          , genome  3681] predictions:    9541/  10000 (95.41%), best:    9549/10000 (95.49%), error:      1585.95166, best error:      1517.36194 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 74.4389266968s, input_fired_time: 0.7343267798, output_fired_time: 0.6516487598, propagate_forward_time: 27.6744918823, propagate_backward_time: 42.7453804016, weight_update_time: 0.1150729209, other_time: 2.6330757141
epoch time: 7.5094156265s, input_fired_time: 0.1053073555, output_fired_time: 0.0000000000, propagate_forward_time: 6.8663182259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377898216
validation[          , genome  3681] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1471.02844, best error:      1471.02844 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 75.4540634155s, input_fired_time: 0.7264350653, output_fired_time: 0.6526872516, propagate_forward_time: 27.7118453979, propagate_backward_time: 43.6934547424, weight_update_time: 0.1226152778, other_time: 2.6696434021
epoch time: 5.8377118111s, input_fired_time: 0.0932125971, output_fired_time: 0.0000000000, propagate_forward_time: 5.2821464539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623527527
validation[          , genome  3681] predictions:    9434/  10000 (94.34%), best:    9547/10000 (95.47%), error:      1853.55774, best error:      1471.02844 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 74.6780395508s, input_fired_time: 0.7300560474, output_fired_time: 0.6447353959, propagate_forward_time: 28.3958950043, propagate_backward_time: 42.3146438599, weight_update_time: 0.1140241548, other_time: 2.5927047729
epoch time: 5.7247109413s, input_fired_time: 0.0904631913, output_fired_time: 0.0000000000, propagate_forward_time: 5.1886644363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455833435
validation[          , genome  3681] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1425.46228, best error:      1425.46228 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 74.4598236084s, input_fired_time: 0.7253217697, output_fired_time: 0.6431410313, propagate_forward_time: 28.2797927856, propagate_backward_time: 41.2427482605, weight_update_time: 0.1137984395, other_time: 3.5688209534
epoch time: 5.7466850281s, input_fired_time: 0.0940536112, output_fired_time: 0.0000000000, propagate_forward_time: 5.2022824287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503488541
validation[          , genome  3681] predictions:    9552/  10000 (95.52%), best:    9568/10000 (95.68%), error:      1537.28699, best error:      1425.46228 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 75.0609664917s, input_fired_time: 0.7388870120, output_fired_time: 0.6626167893, propagate_forward_time: 27.5468883514, propagate_backward_time: 42.5939331055, weight_update_time: 0.1144126579, other_time: 3.5186386108
epoch time: 5.7000837326s, input_fired_time: 0.0910187960, output_fired_time: 0.0000000000, propagate_forward_time: 5.1629796028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460854530
validation[          , genome  3681] predictions:    9536/  10000 (95.36%), best:    9568/10000 (95.68%), error:      1532.30981, best error:      1425.46228 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 74.6436004639s, input_fired_time: 0.7444964051, output_fired_time: 0.6425308585, propagate_forward_time: 27.1539402008, propagate_backward_time: 43.4956245422, weight_update_time: 0.1145436987, other_time: 2.6070060730
epoch time: 5.7176256180s, input_fired_time: 0.0915725082, output_fired_time: 0.0000000000, propagate_forward_time: 5.1749062538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511470795
validation[          , genome  3681] predictions:    9559/  10000 (95.59%), best:    9568/10000 (95.68%), error:      1495.12122, best error:      1425.46228 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.6365356445s, input_fired_time: 0.8124405742, output_fired_time: 0.7238531709, propagate_forward_time: 32.0613327026, propagate_backward_time: 47.1126480103, weight_update_time: 0.1404314339, other_time: 3.9262619019
epoch time: 6.8347854614s, input_fired_time: 0.0934291407, output_fired_time: 0.0000000000, propagate_forward_time: 6.2771444321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642119408
validation[          , genome  3681] predictions:    9563/  10000 (95.63%), best:    9568/10000 (95.68%), error:      1481.58618, best error:      1425.46228 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 79.0780563354s, input_fired_time: 0.7741724253, output_fired_time: 0.6899603009, propagate_forward_time: 29.9905109406, propagate_backward_time: 44.8471488953, weight_update_time: 0.1301179826, other_time: 2.7762718201
epoch time: 10.9581298828s, input_fired_time: 0.1711618006, output_fired_time: 0.0000000000, propagate_forward_time: 9.9115695953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8753986359
validation[          , genome  3681] predictions:    9466/  10000 (94.66%), best:    9568/10000 (95.68%), error:      1723.34106, best error:      1425.46228 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 75.3343429565s, input_fired_time: 0.7368893623, output_fired_time: 0.6471599340, propagate_forward_time: 26.6325569153, propagate_backward_time: 43.6662254333, weight_update_time: 0.1143252850, other_time: 3.6515045166
epoch time: 5.7648820877s, input_fired_time: 0.0919180140, output_fired_time: 0.0000000000, propagate_forward_time: 5.2250275612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479365349
validation[          , genome  3681] predictions:    9534/  10000 (95.34%), best:    9568/10000 (95.68%), error:      1570.46606, best error:      1425.46228 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 75.0197830200s, input_fired_time: 0.7313103676, output_fired_time: 0.6488320231, propagate_forward_time: 28.4776802063, propagate_backward_time: 42.5365104675, weight_update_time: 0.1155685633, other_time: 2.6254501343
epoch time: 5.7124361992s, input_fired_time: 0.0921193659, output_fired_time: 0.0000000000, propagate_forward_time: 5.1648173332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554996490
validation[          , genome  3681] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1418.33325, best error:      1418.33325 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 74.8762512207s, input_fired_time: 0.7303291559, output_fired_time: 0.6440584064, propagate_forward_time: 28.3804073334, propagate_backward_time: 42.5227317810, weight_update_time: 0.1145959720, other_time: 2.5987205505
epoch time: 5.7990098000s, input_fired_time: 0.0926667228, output_fired_time: 0.0000000000, propagate_forward_time: 5.2501854897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561576843
validation[          , genome  3681] predictions:    9567/  10000 (95.67%), best:    9579/10000 (95.79%), error:      1461.18188, best error:      1418.33325 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.2121810913s, input_fired_time: 0.7307001948, output_fired_time: 0.6454678178, propagate_forward_time: 26.4563732147, propagate_backward_time: 43.7775878906, weight_update_time: 0.1152019128, other_time: 2.6020507813
epoch time: 5.6476755142s, input_fired_time: 0.0892629474, output_fired_time: 0.0000000000, propagate_forward_time: 5.1173510551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410614967
validation[          , genome  3681] predictions:    9552/  10000 (95.52%), best:    9579/10000 (95.79%), error:      1508.44910, best error:      1418.33325 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 75.3867187500s, input_fired_time: 0.7347640991, output_fired_time: 0.6465622783, propagate_forward_time: 26.6250305176, propagate_backward_time: 43.7512779236, weight_update_time: 0.1296653748, other_time: 3.6290855408
epoch time: 5.6059494019s, input_fired_time: 0.0900057480, output_fired_time: 0.0000000000, propagate_forward_time: 5.0622696877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536738396
validation[          , genome  3681] predictions:    9595/  10000 (95.95%), best:    9579/10000 (95.79%), error:      1428.33386, best error:      1418.33325 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 74.8145828247s, input_fired_time: 0.7283679843, output_fired_time: 0.6447051167, propagate_forward_time: 28.4244327545, propagate_backward_time: 42.4315185547, weight_update_time: 0.1138218492, other_time: 2.5855560303
epoch time: 8.0033340454s, input_fired_time: 0.1193779111, output_fired_time: 0.0000000000, propagate_forward_time: 7.3371448517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468111038
validation[          , genome  3681] predictions:    9590/  10000 (95.90%), best:    9579/10000 (95.79%), error:      1450.99719, best error:      1418.33325 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 82.8890533447s, input_fired_time: 0.7651697993, output_fired_time: 0.7395039201, propagate_forward_time: 30.3469524384, propagate_backward_time: 48.1475944519, weight_update_time: 0.1282881647, other_time: 2.8898353577
epoch time: 5.6637134552s, input_fired_time: 0.0913086087, output_fired_time: 0.0000000000, propagate_forward_time: 5.1203031540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521017075
validation[          , genome  3681] predictions:    9564/  10000 (95.64%), best:    9579/10000 (95.79%), error:      1479.42493, best error:      1418.33325 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 74.2135467529s, input_fired_time: 0.7262185216, output_fired_time: 0.6422517300, propagate_forward_time: 27.1438980103, propagate_backward_time: 43.1174621582, weight_update_time: 0.1142572686, other_time: 2.5837173462
epoch time: 5.7137246132s, input_fired_time: 0.0931397453, output_fired_time: 0.0000000000, propagate_forward_time: 5.1638574600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567275047
validation[          , genome  3681] predictions:    9577/  10000 (95.77%), best:    9579/10000 (95.79%), error:      1421.93188, best error:      1418.33325 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 75.7959976196s, input_fired_time: 0.7572528720, output_fired_time: 0.6501041055, propagate_forward_time: 27.7543296814, propagate_backward_time: 42.9901008606, weight_update_time: 0.1158592775, other_time: 3.6442108154
epoch time: 5.6528763771s, input_fired_time: 0.0917293727, output_fired_time: 0.0000000000, propagate_forward_time: 5.1092195511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519276619
validation[          , genome  3681] predictions:    9541/  10000 (95.41%), best:    9579/10000 (95.79%), error:      1508.43250, best error:      1418.33325 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.3193664551s, input_fired_time: 0.7289901972, output_fired_time: 0.6450995803, propagate_forward_time: 28.2026367188, propagate_backward_time: 42.1555480957, weight_update_time: 0.1139392108, other_time: 2.5870971680
epoch time: 5.8039989471s, input_fired_time: 0.0931749344, output_fired_time: 0.0000000000, propagate_forward_time: 5.2582616806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525623322
validation[          , genome  3681] predictions:    9582/  10000 (95.82%), best:    9579/10000 (95.79%), error:      1451.94983, best error:      1418.33325 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 82.1601257324s, input_fired_time: 0.7912669182, output_fired_time: 0.6822896600, propagate_forward_time: 29.9320316315, propagate_backward_time: 47.9399986267, weight_update_time: 0.1146345735, other_time: 2.8145408630
epoch time: 7.1020584106s, input_fired_time: 0.0990080610, output_fired_time: 0.0000000000, propagate_forward_time: 6.5173392296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857110977
validation[          , genome  3681] predictions:    9527/  10000 (95.27%), best:    9579/10000 (95.79%), error:      1580.44678, best error:      1418.33325 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 73.7494125366s, input_fired_time: 0.7285030484, output_fired_time: 0.6522204280, propagate_forward_time: 27.2998065948, propagate_backward_time: 42.4755706787, weight_update_time: 0.1143859029, other_time: 2.5933151245
epoch time: 6.8867263794s, input_fired_time: 0.0966818705, output_fired_time: 0.0000000000, propagate_forward_time: 6.3211455345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688987732
validation[          , genome  3681] predictions:    9561/  10000 (95.61%), best:    9579/10000 (95.79%), error:      1546.46667, best error:      1418.33325 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.0478973389s, input_fired_time: 0.7288660407, output_fired_time: 0.6407892704, propagate_forward_time: 27.9826602936, propagate_backward_time: 41.0993385315, weight_update_time: 0.1142818034, other_time: 2.5962409973
epoch time: 7.1274619102s, input_fired_time: 0.0996379778, output_fired_time: 0.0000000000, propagate_forward_time: 6.5421314240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856925011
validation[          , genome  3681] predictions:    9556/  10000 (95.56%), best:    9579/10000 (95.79%), error:      1510.81262, best error:      1418.33325 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.6049041748s, input_fired_time: 0.7348676324, output_fired_time: 0.6442089677, propagate_forward_time: 27.2690792084, propagate_backward_time: 42.3347320557, weight_update_time: 0.1148174182, other_time: 2.6220092773
epoch time: 7.2764787674s, input_fired_time: 0.1026136801, output_fired_time: 0.0000000000, propagate_forward_time: 6.6923341751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815311432
validation[          , genome  3681] predictions:    9561/  10000 (95.61%), best:    9579/10000 (95.79%), error:      1526.33643, best error:      1418.33325 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 77.6048660278s, input_fired_time: 0.7347101569, output_fired_time: 0.6973025203, propagate_forward_time: 29.5779209137, propagate_backward_time: 42.9534301758, weight_update_time: 0.1143042371, other_time: 3.6415023804
epoch time: 5.7568044662s, input_fired_time: 0.0924732015, output_fired_time: 0.0000000000, propagate_forward_time: 5.2174267769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469046593
validation[          , genome  3681] predictions:    9575/  10000 (95.75%), best:    9579/10000 (95.79%), error:      1439.87317, best error:      1418.33325 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 74.9195098877s, input_fired_time: 0.7372257113, output_fired_time: 0.6462681890, propagate_forward_time: 29.4616298676, propagate_backward_time: 41.4609107971, weight_update_time: 0.1145084798, other_time: 2.6134681702
epoch time: 5.7753839493s, input_fired_time: 0.0931749120, output_fired_time: 0.0000000000, propagate_forward_time: 5.2288298607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533791542
validation[          , genome  3681] predictions:    9558/  10000 (95.58%), best:    9579/10000 (95.79%), error:      1475.65735, best error:      1418.33325 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 74.6347503662s, input_fired_time: 0.7321380973, output_fired_time: 0.6452553272, propagate_forward_time: 26.3058986664, propagate_backward_time: 44.3615913391, weight_update_time: 0.1148237213, other_time: 2.5898628235
epoch time: 5.7694530487s, input_fired_time: 0.0927111953, output_fired_time: 0.0000000000, propagate_forward_time: 5.2271542549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495878220
validation[          , genome  3681] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1370.75769, best error:      1370.75769 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 74.7698669434s, input_fired_time: 0.7362227440, output_fired_time: 0.6436880231, propagate_forward_time: 26.4063510895, propagate_backward_time: 44.3786430359, weight_update_time: 0.1146766171, other_time: 2.6049690247
epoch time: 5.7141652107s, input_fired_time: 0.0917587504, output_fired_time: 0.0000000000, propagate_forward_time: 5.1720404625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503660202
validation[          , genome  3681] predictions:    9565/  10000 (95.65%), best:    9595/10000 (95.95%), error:      1441.49573, best error:      1370.75769 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 74.7182083130s, input_fired_time: 0.7330216765, output_fired_time: 0.6532372236, propagate_forward_time: 27.3590049744, propagate_backward_time: 43.3676147461, weight_update_time: 0.1151041910, other_time: 2.6053276062
epoch time: 5.7689428329s, input_fired_time: 0.0927757174, output_fired_time: 0.0000000000, propagate_forward_time: 5.2259025574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502644539
validation[          , genome  3681] predictions:    9553/  10000 (95.53%), best:    9595/10000 (95.95%), error:      1476.18787, best error:      1370.75769 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 74.6812286377s, input_fired_time: 0.7356220484, output_fired_time: 0.6481425762, propagate_forward_time: 28.3499469757, propagate_backward_time: 42.3277168274, weight_update_time: 0.1140418351, other_time: 2.6198081970
epoch time: 5.7368001938s, input_fired_time: 0.0933743641, output_fired_time: 0.0000000000, propagate_forward_time: 5.1880459785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553799629
validation[          , genome  3681] predictions:    9562/  10000 (95.62%), best:    9595/10000 (95.95%), error:      1408.54993, best error:      1370.75769 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 80.3937225342s, input_fired_time: 0.7815076709, output_fired_time: 0.6975238919, propagate_forward_time: 29.5387458801, propagate_backward_time: 46.5926246643, weight_update_time: 0.1297099441, other_time: 2.7833175659
epoch time: 7.0132718086s, input_fired_time: 0.0970092788, output_fired_time: 0.0000000000, propagate_forward_time: 6.4504613876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658012390
validation[          , genome  3681] predictions:    9585/  10000 (95.85%), best:    9595/10000 (95.95%), error:      1388.37842, best error:      1370.75769 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 73.8771820068s, input_fired_time: 0.7346674800, output_fired_time: 0.6448972821, propagate_forward_time: 27.4403247833, propagate_backward_time: 42.4791870117, weight_update_time: 0.1140877232, other_time: 2.5781097412
epoch time: 6.9260721207s, input_fired_time: 0.0957435444, output_fired_time: 0.0000000000, propagate_forward_time: 5.3536701202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4766583443
validation[          , genome  3681] predictions:    9542/  10000 (95.42%), best:    9595/10000 (95.95%), error:      1532.54749, best error:      1370.75769 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 73.7119979858s, input_fired_time: 1.7442839146, output_fired_time: 0.6449556351, propagate_forward_time: 28.3524742126, propagate_backward_time: 40.3789710999, weight_update_time: 0.1143081412, other_time: 2.5913085938
epoch time: 7.1438913345s, input_fired_time: 0.1001985222, output_fired_time: 0.0000000000, propagate_forward_time: 6.5621480942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815444946
validation[          , genome  3681] predictions:    9565/  10000 (95.65%), best:    9595/10000 (95.95%), error:      1444.15845, best error:      1370.75769 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 75.1127243042s, input_fired_time: 0.7355058193, output_fired_time: 0.6460009217, propagate_forward_time: 28.5449237823, propagate_backward_time: 42.6110267639, weight_update_time: 0.1140710637, other_time: 2.5752677917
epoch time: 5.7974510193s, input_fired_time: 0.0934158936, output_fired_time: 0.0000000000, propagate_forward_time: 5.2458047867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582304955
validation[          , genome  3681] predictions:    9538/  10000 (95.38%), best:    9595/10000 (95.95%), error:      1564.54321, best error:      1370.75769 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 96.0588531494s, input_fired_time: 0.9617635608, output_fired_time: 0.8126693964, propagate_forward_time: 37.0629348755, propagate_backward_time: 53.9097785950, weight_update_time: 0.1619716585, other_time: 3.3117103577
epoch time: 6.0458712578s, input_fired_time: 0.0962171033, output_fired_time: 0.0000000000, propagate_forward_time: 5.4818916321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677624702
validation[          , genome  3681] predictions:    9581/  10000 (95.81%), best:    9595/10000 (95.95%), error:      1425.50537, best error:      1370.75769 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 82.5573120117s, input_fired_time: 0.8241798878, output_fired_time: 0.7291613221, propagate_forward_time: 31.1174736023, propagate_backward_time: 47.0177497864, weight_update_time: 0.1155807897, other_time: 2.8687438965
epoch time: 5.8018746376s, input_fired_time: 0.0942227244, output_fired_time: 0.0000000000, propagate_forward_time: 5.2454357147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622163773
validation[          , genome  3681] predictions:    9537/  10000 (95.37%), best:    9595/10000 (95.95%), error:      1483.27954, best error:      1370.75769 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 74.5310363770s, input_fired_time: 0.7341283560, output_fired_time: 0.6447531581, propagate_forward_time: 28.2473430634, propagate_backward_time: 42.3045120239, weight_update_time: 0.1135041639, other_time: 2.6002960205
epoch time: 5.8153185844s, input_fired_time: 0.0946371630, output_fired_time: 0.0000000000, propagate_forward_time: 5.2624239922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582571983
validation[          , genome  3681] predictions:    9588/  10000 (95.88%), best:    9595/10000 (95.95%), error:      1390.47278, best error:      1370.75769 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 74.1935348511s, input_fired_time: 0.7327060699, output_fired_time: 0.6406962872, propagate_forward_time: 28.0509986877, propagate_backward_time: 42.1317367554, weight_update_time: 0.1138389185, other_time: 2.6374015808
epoch time: 6.9061412811s, input_fired_time: 0.0950285643, output_fired_time: 0.0000000000, propagate_forward_time: 6.3419628143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691500664
validation[          , genome  3681] predictions:    9576/  10000 (95.76%), best:    9595/10000 (95.95%), error:      1443.45569, best error:      1370.75769 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 73.5509719849s, input_fired_time: 0.7343499064, output_fired_time: 0.6429643631, propagate_forward_time: 26.2330379486, propagate_backward_time: 43.3512649536, weight_update_time: 0.1143554896, other_time: 2.5893478394
epoch time: 6.9042224884s, input_fired_time: 0.0972037390, output_fired_time: 0.0000000000, propagate_forward_time: 6.3302431107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767756462
validation[          , genome  3681] predictions:    9572/  10000 (95.72%), best:    9595/10000 (95.95%), error:      1459.74304, best error:      1370.75769 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.9420623779s, input_fired_time: 0.7318581343, output_fired_time: 0.6381018162, propagate_forward_time: 26.1327457428, propagate_backward_time: 42.8488044739, weight_update_time: 0.1130276918, other_time: 2.5905570984
epoch time: 6.9534254074s, input_fired_time: 1.1053242683, output_fired_time: 0.0000000000, propagate_forward_time: 5.3892431259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588580132
validation[          , genome  3681] predictions:    9543/  10000 (95.43%), best:    9595/10000 (95.95%), error:      1501.44604, best error:      1370.75769 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.2494049072s, input_fired_time: 0.7347476482, output_fired_time: 0.6404606104, propagate_forward_time: 26.0961513519, propagate_backward_time: 43.1746482849, weight_update_time: 0.1143585294, other_time: 2.6033973694
epoch time: 7.1176409721s, input_fired_time: 0.0986004770, output_fired_time: 0.0000000000, propagate_forward_time: 6.5356106758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834299088
validation[          , genome  3681] predictions:    9577/  10000 (95.77%), best:    9595/10000 (95.95%), error:      1413.53674, best error:      1370.75769 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 74.3805999756s, input_fired_time: 1.7565181255, output_fired_time: 0.6429302692, propagate_forward_time: 26.5999431610, propagate_backward_time: 42.7731132507, weight_update_time: 0.1148246974, other_time: 2.6080970764
epoch time: 7.3306112289s, input_fired_time: 0.1045782119, output_fired_time: 0.0000000000, propagate_forward_time: 6.7385220528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875111580
validation[          , genome  3681] predictions:    9580/  10000 (95.80%), best:    9595/10000 (95.95%), error:      1422.70532, best error:      1370.75769 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.1376266479s, input_fired_time: 0.7658842206, output_fired_time: 0.6526810527, propagate_forward_time: 28.5986118317, propagate_backward_time: 44.4245414734, weight_update_time: 0.1148437634, other_time: 2.6959114075
epoch time: 5.8022613525s, input_fired_time: 0.0934183151, output_fired_time: 0.0000000000, propagate_forward_time: 5.2559099197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529333115
validation[          , genome  3681] predictions:    9578/  10000 (95.78%), best:    9595/10000 (95.95%), error:      1380.56555, best error:      1370.75769 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 74.6519927979s, input_fired_time: 0.7403820157, output_fired_time: 0.6463091969, propagate_forward_time: 28.1263370514, propagate_backward_time: 42.5386390686, weight_update_time: 0.1146145537, other_time: 2.6003303528
epoch time: 5.7616634369s, input_fired_time: 0.0944636613, output_fired_time: 0.0000000000, propagate_forward_time: 5.2147507668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524488449
validation[          , genome  3681] predictions:    9580/  10000 (95.80%), best:    9595/10000 (95.95%), error:      1424.27502, best error:      1370.75769 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 74.6721954346s, input_fired_time: 0.7368065119, output_fired_time: 0.6445213556, propagate_forward_time: 26.2694034576, propagate_backward_time: 44.4386100769, weight_update_time: 0.1146154553, other_time: 2.5828514099
epoch time: 5.7655367851s, input_fired_time: 0.0944363028, output_fired_time: 0.0000000000, propagate_forward_time: 5.2106223106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604783058
validation[          , genome  3681] predictions:    9593/  10000 (95.93%), best:    9595/10000 (95.95%), error:      1405.67090, best error:      1370.75769 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 74.7920913696s, input_fired_time: 0.7436043024, output_fired_time: 0.6470431089, propagate_forward_time: 27.3558998108, propagate_backward_time: 43.3936958313, weight_update_time: 0.1145826876, other_time: 2.6518478394
epoch time: 5.7260808945s, input_fired_time: 0.0932536572, output_fired_time: 0.0000000000, propagate_forward_time: 5.1865787506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462485313
validation[          , genome  3681] predictions:    9546/  10000 (95.46%), best:    9595/10000 (95.95%), error:      1517.61682, best error:      1370.75769 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.6297607422s, input_fired_time: 0.7824368477, output_fired_time: 0.6753051877, propagate_forward_time: 27.8976783752, propagate_backward_time: 45.5779151917, weight_update_time: 0.1145495921, other_time: 3.6964187622
epoch time: 5.7021470070s, input_fired_time: 0.0928870961, output_fired_time: 0.0000000000, propagate_forward_time: 5.1608810425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483790398
validation[          , genome  3681] predictions:    9578/  10000 (95.78%), best:    9595/10000 (95.95%), error:      1399.74146, best error:      1370.75769 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 75.0376205444s, input_fired_time: 1.7530395985, output_fired_time: 0.6492844224, propagate_forward_time: 28.4700603485, propagate_backward_time: 40.5556030273, weight_update_time: 0.1147778481, other_time: 3.6096343994
epoch time: 5.7694334984s, input_fired_time: 0.0934349447, output_fired_time: 0.0000000000, propagate_forward_time: 5.2164931297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595055580
validation[          , genome  3681] predictions:    9560/  10000 (95.60%), best:    9595/10000 (95.95%), error:      1402.10425, best error:      1370.75769 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.2168655396s, input_fired_time: 0.8727790117, output_fired_time: 1.7917493582, propagate_forward_time: 31.2160091400, propagate_backward_time: 49.3936004639, weight_update_time: 0.1191458032, other_time: 2.9427261353
epoch time: 12.5811653137s, input_fired_time: 0.2145971209, output_fired_time: 0.0000000000, propagate_forward_time: 11.3462409973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0203275681
validation[          , genome  3681] predictions:    9522/  10000 (95.22%), best:    9595/10000 (95.95%), error:      1592.53796, best error:      1370.75769 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 75.2220535278s, input_fired_time: 0.7399583459, output_fired_time: 0.6471849084, propagate_forward_time: 27.6002197266, propagate_backward_time: 43.6350822449, weight_update_time: 0.1144874841, other_time: 2.5996055603
epoch time: 5.6469507217s, input_fired_time: 0.0941298530, output_fired_time: 0.0000000000, propagate_forward_time: 5.1041393280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486813545
validation[          , genome  3681] predictions:    9578/  10000 (95.78%), best:    9595/10000 (95.95%), error:      1383.80347, best error:      1370.75769 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.1897125244s, input_fired_time: 0.7780418396, output_fired_time: 0.6986591220, propagate_forward_time: 29.6187362671, propagate_backward_time: 44.3696060181, weight_update_time: 0.1225671023, other_time: 2.7246627808
epoch time: 7.2832789421s, input_fired_time: 0.1021195799, output_fired_time: 0.0000000000, propagate_forward_time: 6.6934323311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877271652
validation[          , genome  3681] predictions:    9570/  10000 (95.70%), best:    9595/10000 (95.95%), error:      1490.91956, best error:      1370.75769 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 83.7875595093s, input_fired_time: 0.8701449633, output_fired_time: 0.7655165792, propagate_forward_time: 30.8029060364, propagate_backward_time: 48.4501609802, weight_update_time: 0.1154609546, other_time: 2.8988265991
epoch time: 5.6884489059s, input_fired_time: 0.0932917744, output_fired_time: 0.0000000000, propagate_forward_time: 5.1500158310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451413155
validation[          , genome  3681] predictions:    9586/  10000 (95.86%), best:    9595/10000 (95.95%), error:      1436.12354, best error:      1370.75769 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 75.0473175049s, input_fired_time: 0.7462439537, output_fired_time: 0.6486714482, propagate_forward_time: 28.4347705841, propagate_backward_time: 42.6112403870, weight_update_time: 0.1147606894, other_time: 2.6063880920
epoch time: 5.6927766800s, input_fired_time: 0.0933513492, output_fired_time: 0.0000000000, propagate_forward_time: 5.1551175117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443078041
validation[          , genome  3681] predictions:    9561/  10000 (95.61%), best:    9595/10000 (95.95%), error:      1443.07617, best error:      1370.75769 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 74.6670150757s, input_fired_time: 0.7430325747, output_fired_time: 0.6444813013, propagate_forward_time: 28.3549938202, propagate_backward_time: 42.3477210999, weight_update_time: 0.1144689322, other_time: 2.5767860413
epoch time: 5.8179197311s, input_fired_time: 0.0940795019, output_fired_time: 0.0000000000, propagate_forward_time: 5.2759609222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478793144
validation[          , genome  3681] predictions:    9575/  10000 (95.75%), best:    9595/10000 (95.95%), error:      1410.46997, best error:      1370.75769 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 79.0820159912s, input_fired_time: 0.7913834453, output_fired_time: 0.7021007538, propagate_forward_time: 29.1159057617, propagate_backward_time: 44.7084083557, weight_update_time: 0.1227741614, other_time: 3.7642173767
epoch time: 7.0929918289s, input_fired_time: 0.0991439074, output_fired_time: 0.0000000000, propagate_forward_time: 6.5222325325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716153145
validation[          , genome  3681] predictions:    9573/  10000 (95.73%), best:    9595/10000 (95.95%), error:      1421.96985, best error:      1370.75769 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 73.8808059692s, input_fired_time: 0.7413581014, output_fired_time: 0.6435471773, propagate_forward_time: 26.3900508881, propagate_backward_time: 43.5297431946, weight_update_time: 0.1143247634, other_time: 2.5761070251
epoch time: 7.0298991203s, input_fired_time: 0.0999810398, output_fired_time: 0.0000000000, propagate_forward_time: 6.4577069283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722113609
validation[          , genome  3681] predictions:    9588/  10000 (95.88%), best:    9595/10000 (95.95%), error:      1412.87646, best error:      1370.75769 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 73.7047729492s, input_fired_time: 0.7416018844, output_fired_time: 0.6441718340, propagate_forward_time: 26.3172435760, propagate_backward_time: 43.3989143372, weight_update_time: 0.1138452590, other_time: 2.6028404236
epoch time: 7.0335073471s, input_fired_time: 0.0990090519, output_fired_time: 0.0000000000, propagate_forward_time: 6.4594058990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750924110
validation[          , genome  3681] predictions:    9557/  10000 (95.57%), best:    9595/10000 (95.95%), error:      1495.20361, best error:      1370.75769 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 73.0677871704s, input_fired_time: 0.7434635758, output_fired_time: 0.6406964660, propagate_forward_time: 28.9925804138, propagate_backward_time: 40.0822143555, weight_update_time: 0.1137040704, other_time: 2.6088371277
epoch time: 7.0725731850s, input_fired_time: 0.0990778953, output_fired_time: 0.0000000000, propagate_forward_time: 6.4996957779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737997055
validation[          , genome  3681] predictions:    9580/  10000 (95.80%), best:    9595/10000 (95.95%), error:      1404.04456, best error:      1370.75769 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.3940124512s, input_fired_time: 0.7411239743, output_fired_time: 0.6398008466, propagate_forward_time: 27.2337207794, propagate_backward_time: 42.1837081909, weight_update_time: 0.1142338440, other_time: 3.5956573486
epoch time: 5.9468455315s, input_fired_time: 0.0993423164, output_fired_time: 0.0000000000, propagate_forward_time: 5.3762011528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713020325
validation[          , genome  3681] predictions:    9567/  10000 (95.67%), best:    9595/10000 (95.95%), error:      1443.59119, best error:      1370.75769 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.3436889648s, input_fired_time: 0.8121728897, output_fired_time: 0.7029874325, propagate_forward_time: 31.4188404083, propagate_backward_time: 49.3734626770, weight_update_time: 0.1231960356, other_time: 3.0362281799
epoch time: 5.7367811203s, input_fired_time: 0.0950325429, output_fired_time: 0.0000000000, propagate_forward_time: 5.1936659813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480824471
validation[          , genome  3681] predictions:    9584/  10000 (95.84%), best:    9595/10000 (95.95%), error:      1403.48145, best error:      1370.75769 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.5593948364s, input_fired_time: 0.8136664629, output_fired_time: 1.7327152491, propagate_forward_time: 29.8721179962, propagate_backward_time: 46.3824653625, weight_update_time: 0.1221189424, other_time: 2.7584342957
epoch time: 11.0870637894s, input_fired_time: 0.1482618302, output_fired_time: 0.0000000000, propagate_forward_time: 10.0366096497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9021921158
validation[          , genome  3681] predictions:    9583/  10000 (95.83%), best:    9595/10000 (95.95%), error:      1392.32959, best error:      1370.75769 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.9334487915s, input_fired_time: 0.8724251390, output_fired_time: 0.7555908561, propagate_forward_time: 36.0319442749, propagate_backward_time: 50.2496948242, weight_update_time: 0.1487313658, other_time: 3.0237884521
epoch time: 5.7200899124s, input_fired_time: 0.0948184580, output_fired_time: 0.0000000000, propagate_forward_time: 5.1718344688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534368515
validation[          , genome  3681] predictions:    9568/  10000 (95.68%), best:    9595/10000 (95.95%), error:      1430.44006, best error:      1370.75769 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.3769760132s, input_fired_time: 0.7907415628, output_fired_time: 0.6871342659, propagate_forward_time: 30.3188343048, propagate_backward_time: 45.8061714172, weight_update_time: 0.1225875244, other_time: 3.7740974426
epoch time: 5.8215909004s, input_fired_time: 0.0952900574, output_fired_time: 0.0000000000, propagate_forward_time: 5.2742877007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520130157
validation[          , genome  3681] predictions:    9575/  10000 (95.75%), best:    9595/10000 (95.95%), error:      1440.60828, best error:      1370.75769 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 73.9683837891s, input_fired_time: 0.7450362444, output_fired_time: 0.6405916810, propagate_forward_time: 27.9791564941, propagate_backward_time: 42.0366210938, weight_update_time: 0.1144004464, other_time: 2.5669784546
epoch time: 5.7485446930s, input_fired_time: 0.0972990766, output_fired_time: 0.0000000000, propagate_forward_time: 5.1901984215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610471725
validation[          , genome  3681] predictions:    9559/  10000 (95.59%), best:    9595/10000 (95.95%), error:      1497.18115, best error:      1370.75769 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 74.7579498291s, input_fired_time: 0.7487750649, output_fired_time: 0.6429515481, propagate_forward_time: 28.3826675415, propagate_backward_time: 42.3726806641, weight_update_time: 0.1149034351, other_time: 2.6108779907
epoch time: 6.8126358986s, input_fired_time: 0.0971275121, output_fired_time: 0.0000000000, propagate_forward_time: 6.2536959648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618124962
validation[          , genome  3681] predictions:    9580/  10000 (95.80%), best:    9595/10000 (95.95%), error:      1411.05273, best error:      1370.75769 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 79.9436645508s, input_fired_time: 0.7751996517, output_fired_time: 0.6796947122, propagate_forward_time: 30.3320121765, propagate_backward_time: 45.4084625244, weight_update_time: 0.1191151515, other_time: 2.7482948303
epoch time: 5.8990912437s, input_fired_time: 0.0975414887, output_fired_time: 0.0000000000, propagate_forward_time: 5.3387665749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627833366
validation[          , genome  3681] predictions:    9569/  10000 (95.69%), best:    9595/10000 (95.95%), error:      1429.14905, best error:      1370.75769 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.9561767578s, input_fired_time: 0.7481375933, output_fired_time: 0.6455007195, propagate_forward_time: 27.4533367157, propagate_backward_time: 43.5037231445, weight_update_time: 0.1145905629, other_time: 2.6054763794
epoch time: 5.7731599808s, input_fired_time: 0.0962859914, output_fired_time: 0.0000000000, propagate_forward_time: 5.2234206200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534535408
validation[          , genome  3681] predictions:    9540/  10000 (95.40%), best:    9595/10000 (95.95%), error:      1480.25232, best error:      1370.75769 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.4387435913s, input_fired_time: 0.7505772114, output_fired_time: 0.6491062045, propagate_forward_time: 27.6281089783, propagate_backward_time: 43.7729225159, weight_update_time: 0.1147147268, other_time: 2.6380233765
epoch time: 5.7958073616s, input_fired_time: 0.0952993259, output_fired_time: 0.0000000000, propagate_forward_time: 5.2546324730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458756447
validation[          , genome  3681] predictions:    9581/  10000 (95.81%), best:    9595/10000 (95.95%), error:      1433.55615, best error:      1370.75769 on epoch:    59, 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: 31.0004920959s, input_fired_time: 0.4678268135, output_fired_time: 0.0000000000, propagate_forward_time: 28.1422824860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3903827667
best training[          , genome  3681] predictions:   48657/  50000 (97.31%), best:    9595/10000 (95.95%), error:      4851.28857, best error:      1370.75769 on epoch:    59, 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: 5.8885588646s, input_fired_time: 0.0939260870, output_fired_time: 0.0000000000, propagate_forward_time: 5.3348126411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598202705
   testing[          , genome  3681] predictions:    9642/  10000 (96.42%), best:    9595/10000 (95.95%), error:      1233.01782, best error:      1370.75769 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:36:59 (7716): called boinc_finish(0)

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