Nameexact_genome_1512568488_44_6525_0
Workunit2603973
Created7 Dec 2017, 20:22:43 UTC
Sent7 Dec 2017, 20:30:59 UTC
Report deadline15 Dec 2017, 4:49:40 UTC
Received9 Dec 2017, 1:12:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 38 min 1 sec
CPU time3 hours 37 min 58 sec
Validate stateValid
Credit1,836.58
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.01 MB
Peak swap size153.48 MB
Peak disk usage1.72 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
.1116647720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974002838
validation[          , genome  6525] predictions:    9669/  10000 (96.69%), best:    9679/10000 (96.79%), error:      1109.61426, best error:      1066.10242 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 118.6382522583s, input_fired_time: 1.4003078938, output_fired_time: 1.3023886681, propagate_forward_time: 44.9129486084, propagate_backward_time: 68.2222900391, weight_update_time: 0.1431363970, other_time: 2.8003158569
epoch time: 9.6409244537s, input_fired_time: 0.1736388803, output_fired_time: 0.0000000000, propagate_forward_time: 8.9589328766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083522797
validation[          , genome  6525] predictions:    9636/  10000 (96.36%), best:    9679/10000 (96.79%), error:      1214.31787, best error:      1066.10242 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.4266357422s, input_fired_time: 1.3823593855, output_fired_time: 1.3072658777, propagate_forward_time: 45.2564582825, propagate_backward_time: 68.7690048218, weight_update_time: 0.1404055655, other_time: 2.7115402222
epoch time: 9.7245368958s, input_fired_time: 0.1681850553, output_fired_time: 0.0000000000, propagate_forward_time: 9.0606536865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956979752
validation[          , genome  6525] predictions:    9655/  10000 (96.55%), best:    9679/10000 (96.79%), error:      1070.90930, best error:      1066.10242 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 118.8770446777s, input_fired_time: 1.3784970045, output_fired_time: 1.3067747355, propagate_forward_time: 45.1002044678, propagate_backward_time: 68.3599166870, weight_update_time: 0.1431601942, other_time: 2.7316513062
epoch time: 9.5905685425s, input_fired_time: 0.1722835600, output_fired_time: 0.0000000000, propagate_forward_time: 8.9217290878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965562820
validation[          , genome  6525] predictions:    9638/  10000 (96.38%), best:    9679/10000 (96.79%), error:      1208.73877, best error:      1066.10242 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 118.8148803711s, input_fired_time: 1.4015897512, output_fired_time: 1.3046472073, propagate_forward_time: 45.0135307312, propagate_backward_time: 68.3087615967, weight_update_time: 0.1423981190, other_time: 2.7863464355
epoch time: 9.6626720428s, input_fired_time: 0.1730297953, output_fired_time: 0.0000000000, propagate_forward_time: 8.9823780060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072641373
validation[          , genome  6525] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1002.57379, best error:      1002.57379 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 118.5609893799s, input_fired_time: 1.3792400360, output_fired_time: 1.3043985367, propagate_forward_time: 44.9364051819, propagate_backward_time: 68.2201309204, weight_update_time: 0.1416443288, other_time: 2.7208175659
epoch time: 9.6797370911s, input_fired_time: 0.1691691428, output_fired_time: 0.0000000000, propagate_forward_time: 9.0140180588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965496063
validation[          , genome  6525] predictions:    9688/  10000 (96.88%), best:    9710/10000 (97.10%), error:      1065.10291, best error:      1002.57379 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.1905212402s, input_fired_time: 1.4099127054, output_fired_time: 1.3074531555, propagate_forward_time: 45.1852989197, propagate_backward_time: 68.4631729126, weight_update_time: 0.1443012357, other_time: 2.8246841431
epoch time: 9.5612640381s, input_fired_time: 0.1693797261, output_fired_time: 0.0000000000, propagate_forward_time: 8.8963422775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955415726
validation[          , genome  6525] predictions:    9700/  10000 (97.00%), best:    9710/10000 (97.10%), error:      1002.88910, best error:      1002.57379 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 118.8454437256s, input_fired_time: 1.4120965004, output_fired_time: 1.3021032810, propagate_forward_time: 45.0589103699, propagate_backward_time: 68.2592544556, weight_update_time: 0.1439176202, other_time: 2.8130874634
epoch time: 9.6798391342s, input_fired_time: 0.1724326015, output_fired_time: 0.0000000000, propagate_forward_time: 8.9982481003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091581345
validation[          , genome  6525] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       953.38812, best error:       953.38812 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.8990859985s, input_fired_time: 1.4180849791, output_fired_time: 1.3159409761, propagate_forward_time: 45.4246826172, propagate_backward_time: 68.9251937866, weight_update_time: 0.1446655840, other_time: 2.8151855469
epoch time: 9.7944669724s, input_fired_time: 0.1738468707, output_fired_time: 0.0000000000, propagate_forward_time: 9.1093931198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112266541
validation[          , genome  6525] predictions:    9619/  10000 (96.19%), best:    9721/10000 (97.21%), error:      1235.26770, best error:       953.38812 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 119.0575637817s, input_fired_time: 1.3926689625, output_fired_time: 1.3147556782, propagate_forward_time: 45.1213645935, propagate_backward_time: 68.5056991577, weight_update_time: 0.1421287507, other_time: 2.7230758667
epoch time: 9.6573143005s, input_fired_time: 0.1702225059, output_fired_time: 0.0000000000, propagate_forward_time: 8.9921207428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949712753
validation[          , genome  6525] predictions:    9684/  10000 (96.84%), best:    9721/10000 (97.21%), error:      1009.03693, best error:       953.38812 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 118.4131622314s, input_fired_time: 1.3880422115, output_fired_time: 1.3027737141, propagate_forward_time: 44.8416023254, propagate_backward_time: 68.1557464600, weight_update_time: 0.1408955455, other_time: 2.7250061035
epoch time: 9.5933551788s, input_fired_time: 0.1699675173, output_fired_time: 0.0000000000, propagate_forward_time: 8.9276523590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957351685
validation[          , genome  6525] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1038.00061, best error:       953.38812 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 119.4115142822s, input_fired_time: 1.3905955553, output_fired_time: 1.3084763288, propagate_forward_time: 45.2370910645, propagate_backward_time: 68.7523803711, weight_update_time: 0.1427240968, other_time: 2.7229690552
epoch time: 9.7043132782s, input_fired_time: 0.1708410531, output_fired_time: 0.0000000000, propagate_forward_time: 9.0351314545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983406067
validation[          , genome  6525] predictions:    9696/  10000 (96.96%), best:    9721/10000 (97.21%), error:      1016.67725, best error:       953.38812 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.0238189697s, input_fired_time: 1.4044204950, output_fired_time: 1.3071831465, propagate_forward_time: 45.0737190247, propagate_backward_time: 68.4732818604, weight_update_time: 0.1421739012, other_time: 2.7652130127
epoch time: 9.6828994751s, input_fired_time: 0.1745892614, output_fired_time: 0.0000000000, propagate_forward_time: 9.0129384995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953718185
validation[          , genome  6525] predictions:    9671/  10000 (96.71%), best:    9721/10000 (97.21%), error:      1101.86499, best error:       953.38812 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 119.2597351074s, input_fired_time: 1.4144663811, output_fired_time: 1.3071382046, propagate_forward_time: 45.1546363831, propagate_backward_time: 68.5879974365, weight_update_time: 0.1436809152, other_time: 2.7955017090
epoch time: 9.6442708969s, input_fired_time: 0.1717888415, output_fired_time: 0.0000000000, propagate_forward_time: 8.9623670578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101146698
validation[          , genome  6525] predictions:    9670/  10000 (96.70%), best:    9721/10000 (97.21%), error:      1092.44861, best error:       953.38812 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.1968231201s, input_fired_time: 1.3937849998, output_fired_time: 1.3091650009, propagate_forward_time: 45.1447105408, propagate_backward_time: 68.5930328369, weight_update_time: 0.1426578909, other_time: 2.7561340332
epoch time: 9.7330503464s, input_fired_time: 0.1702806503, output_fired_time: 0.0000000000, propagate_forward_time: 9.0666894913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960803986
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:      1031.12341, best error:       953.38812 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 118.0617752075s, input_fired_time: 1.4068715572, output_fired_time: 1.2986915112, propagate_forward_time: 44.5923309326, propagate_backward_time: 67.9586639404, weight_update_time: 0.1432495713, other_time: 2.8052215576
epoch time: 9.7160453796s, input_fired_time: 0.1714138836, output_fired_time: 0.0000000000, propagate_forward_time: 9.0437297821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009021759
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9721/10000 (97.21%), error:       976.00385, best error:       953.38812 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.7517318726s, input_fired_time: 1.4080563784, output_fired_time: 1.3041971922, propagate_forward_time: 44.9414787292, propagate_backward_time: 68.3193359375, weight_update_time: 0.1423852742, other_time: 2.7786560059
epoch time: 9.6697225571s, input_fired_time: 0.1735492051, output_fired_time: 0.0000000000, propagate_forward_time: 8.9897356033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064373016
validation[          , genome  6525] predictions:    9689/  10000 (96.89%), best:    9721/10000 (97.21%), error:       997.00983, best error:       953.38812 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.4836044312s, input_fired_time: 1.4055789709, output_fired_time: 1.3080862761, propagate_forward_time: 45.2733383179, propagate_backward_time: 68.7351303101, weight_update_time: 0.1427198648, other_time: 2.7614746094
epoch time: 9.7252082825s, input_fired_time: 0.1733855903, output_fired_time: 0.0000000000, propagate_forward_time: 9.0443534851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074691772
validation[          , genome  6525] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       964.79285, best error:       953.38812 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 119.0820846558s, input_fired_time: 1.3975541592, output_fired_time: 1.3039139509, propagate_forward_time: 45.1704635620, propagate_backward_time: 68.4766616821, weight_update_time: 0.1416793019, other_time: 2.7334899902
epoch time: 9.7613658905s, input_fired_time: 0.1746438742, output_fired_time: 0.0000000000, propagate_forward_time: 9.0782127380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085096359
validation[          , genome  6525] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       939.99841, best error:       939.99841 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 119.0335693359s, input_fired_time: 1.3961293697, output_fired_time: 1.3034393787, propagate_forward_time: 45.1419601440, propagate_backward_time: 68.4656677246, weight_update_time: 0.1418920457, other_time: 2.7263793945
epoch time: 9.7102708817s, input_fired_time: 0.1723100245, output_fired_time: 0.0000000000, propagate_forward_time: 9.0401659012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977951050
validation[          , genome  6525] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       912.66949, best error:       912.66949 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.5216903687s, input_fired_time: 1.4311106205, output_fired_time: 1.3086258173, propagate_forward_time: 45.2579650879, propagate_backward_time: 68.7113952637, weight_update_time: 0.1436779797, other_time: 2.8125915527
epoch time: 9.6466274261s, input_fired_time: 0.1760096252, output_fired_time: 0.0000000000, propagate_forward_time: 8.9637928009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068254471
validation[          , genome  6525] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:      1015.19147, best error:       912.66949 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 118.7953414917s, input_fired_time: 1.4012725353, output_fired_time: 1.3075041771, propagate_forward_time: 44.9329757690, propagate_backward_time: 68.4028625488, weight_update_time: 0.1420543045, other_time: 2.7507247925
epoch time: 9.5745820999s, input_fired_time: 0.1741886735, output_fired_time: 0.0000000000, propagate_forward_time: 8.8917388916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086545944
validation[          , genome  6525] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       967.36823, best error:       912.66949 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.1488723755s, input_fired_time: 1.3969515562, output_fired_time: 1.3086891174, propagate_forward_time: 45.1569633484, propagate_backward_time: 68.5651245117, weight_update_time: 0.1412932575, other_time: 2.7211456299
epoch time: 9.5946445465s, input_fired_time: 0.1720379442, output_fired_time: 0.0000000000, propagate_forward_time: 8.9261169434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964895248
validation[          , genome  6525] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:       989.23047, best error:       912.66949 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 119.0676956177s, input_fired_time: 1.3922460079, output_fired_time: 1.3076353073, propagate_forward_time: 45.0844573975, propagate_backward_time: 68.5615539551, weight_update_time: 0.1404474676, other_time: 2.7218093872
epoch time: 9.7188425064s, input_fired_time: 0.1723728180, output_fired_time: 0.0000000000, propagate_forward_time: 9.0491209030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973487854
validation[          , genome  6525] predictions:    9548/  10000 (95.48%), best:    9732/10000 (97.32%), error:      1412.05078, best error:       912.66949 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.0813827515s, input_fired_time: 1.4117897749, output_fired_time: 1.3055001497, propagate_forward_time: 45.1311569214, propagate_backward_time: 68.4552154541, weight_update_time: 0.1424998939, other_time: 2.7777175903
epoch time: 9.7600879669s, input_fired_time: 0.1756708324, output_fired_time: 0.0000000000, propagate_forward_time: 9.0756521225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087652206
validation[          , genome  6525] predictions:    9687/  10000 (96.87%), best:    9732/10000 (97.32%), error:       988.82629, best error:       912.66949 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.8019409180s, input_fired_time: 1.3969919682, output_fired_time: 1.2993844748, propagate_forward_time: 45.0277633667, propagate_backward_time: 68.3580322266, weight_update_time: 0.1407865584, other_time: 2.7197647095
epoch time: 9.7345399857s, input_fired_time: 0.1732667834, output_fired_time: 0.0000000000, propagate_forward_time: 9.0636539459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976196289
validation[          , genome  6525] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       913.81757, best error:       912.66949 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.3060607910s, input_fired_time: 1.4273636341, output_fired_time: 1.3159638643, propagate_forward_time: 45.1060752869, propagate_backward_time: 68.6365890503, weight_update_time: 0.1452901363, other_time: 2.8200759888
epoch time: 9.6978311539s, input_fired_time: 0.1749275774, output_fired_time: 0.0000000000, propagate_forward_time: 9.0157127380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071907043
validation[          , genome  6525] predictions:    9696/  10000 (96.96%), best:    9732/10000 (97.32%), error:       957.87720, best error:       912.66949 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.7938461304s, input_fired_time: 1.4307774305, output_fired_time: 1.3173410892, propagate_forward_time: 45.3212356567, propagate_backward_time: 68.9113922119, weight_update_time: 0.1435097605, other_time: 2.8130950928
epoch time: 9.7240762711s, input_fired_time: 0.1755076796, output_fired_time: 0.0000000000, propagate_forward_time: 9.0401353836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084333420
validation[          , genome  6525] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:       943.93146, best error:       912.66949 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.7590026855s, input_fired_time: 1.4013890028, output_fired_time: 1.3004742861, propagate_forward_time: 45.0253105164, propagate_backward_time: 68.3126754761, weight_update_time: 0.1408237964, other_time: 2.7191543579
epoch time: 9.6876058578s, input_fired_time: 0.1731694490, output_fired_time: 0.0000000000, propagate_forward_time: 9.0194787979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949579239
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1001.77100, best error:       912.66949 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 118.9199218750s, input_fired_time: 1.4015300274, output_fired_time: 1.3057051897, propagate_forward_time: 45.1502456665, propagate_backward_time: 68.3371353149, weight_update_time: 0.1416943222, other_time: 2.7253112793
epoch time: 9.6882400513s, input_fired_time: 0.1739003658, output_fired_time: 0.0000000000, propagate_forward_time: 9.0180997849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962396622
validation[          , genome  6525] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       897.46741, best error:       897.46741 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 119.0293350220s, input_fired_time: 1.4098919630, output_fired_time: 1.3090794086, propagate_forward_time: 45.0808715820, propagate_backward_time: 68.4906921387, weight_update_time: 0.1414413899, other_time: 2.7388000488
epoch time: 9.7405424118s, input_fired_time: 0.1763983369, output_fired_time: 0.0000000000, propagate_forward_time: 9.0545129776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096311569
validation[          , genome  6525] predictions:    9732/  10000 (97.32%), best:    9728/10000 (97.28%), error:       914.81903, best error:       897.46741 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.2114791870s, input_fired_time: 1.4078547955, output_fired_time: 1.3080319166, propagate_forward_time: 45.1798439026, propagate_backward_time: 68.5730819702, weight_update_time: 0.1430252194, other_time: 2.7426681519
epoch time: 9.7018947601s, input_fired_time: 0.1767408699, output_fired_time: 0.0000000000, propagate_forward_time: 9.0177202225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074338913
validation[          , genome  6525] predictions:    9724/  10000 (97.24%), best:    9728/10000 (97.28%), error:       948.57855, best error:       897.46741 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.2438583374s, input_fired_time: 1.4016518593, output_fired_time: 1.3061029911, propagate_forward_time: 45.2168846130, propagate_backward_time: 68.5986862183, weight_update_time: 0.1411138326, other_time: 2.7205276489
epoch time: 9.7457380295s, input_fired_time: 0.1747460514, output_fired_time: 0.0000000000, propagate_forward_time: 9.0749015808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960899353
validation[          , genome  6525] predictions:    9749/  10000 (97.49%), best:    9728/10000 (97.28%), error:       908.24176, best error:       897.46741 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 119.1711120605s, input_fired_time: 1.4060938358, output_fired_time: 1.3051640987, propagate_forward_time: 45.1581840515, propagate_backward_time: 68.5857772827, weight_update_time: 0.1411083192, other_time: 2.7158889771
epoch time: 9.6966037750s, input_fired_time: 0.1744504720, output_fired_time: 0.0000000000, propagate_forward_time: 9.0301008224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920520782
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9728/10000 (97.28%), error:       963.23694, best error:       897.46741 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.4399032593s, input_fired_time: 1.4069869518, output_fired_time: 1.2960501909, propagate_forward_time: 44.8957405090, propagate_backward_time: 68.1133117676, weight_update_time: 0.1414341778, other_time: 2.7278137207
epoch time: 9.6518936157s, input_fired_time: 0.1745252311, output_fired_time: 0.0000000000, propagate_forward_time: 8.9836244583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937438965
validation[          , genome  6525] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       948.47101, best error:       897.46741 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.2326507568s, input_fired_time: 1.4371584654, output_fired_time: 1.3121660948, propagate_forward_time: 45.1035766602, propagate_backward_time: 68.5641784668, weight_update_time: 0.1447724253, other_time: 2.8155746460
epoch time: 9.7200288773s, input_fired_time: 0.1772616059, output_fired_time: 0.0000000000, propagate_forward_time: 9.0339641571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088033676
validation[          , genome  6525] predictions:    9639/  10000 (96.39%), best:    9728/10000 (97.28%), error:      1201.47827, best error:       897.46741 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.8287582397s, input_fired_time: 1.4044042826, output_fired_time: 1.3003127575, propagate_forward_time: 45.0423011780, propagate_backward_time: 68.3597412109, weight_update_time: 0.1413324475, other_time: 2.7220001221
epoch time: 9.6772594452s, input_fired_time: 0.1755200177, output_fired_time: 0.0000000000, propagate_forward_time: 9.0055074692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962320328
validation[          , genome  6525] predictions:    9724/  10000 (97.24%), best:    9728/10000 (97.28%), error:       948.51276, best error:       897.46741 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.4780883789s, input_fired_time: 1.4302502871, output_fired_time: 1.3158471584, propagate_forward_time: 45.1713638306, propagate_backward_time: 68.7334976196, weight_update_time: 0.1447911263, other_time: 2.8271255493
epoch time: 9.7396087646s, input_fired_time: 0.1769497246, output_fired_time: 0.0000000000, propagate_forward_time: 9.0553197861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073394775
validation[          , genome  6525] predictions:    9745/  10000 (97.45%), best:    9728/10000 (97.28%), error:       898.52948, best error:       897.46741 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.5670471191s, input_fired_time: 1.4288343191, output_fired_time: 1.2992119789, propagate_forward_time: 44.9152908325, propagate_backward_time: 68.1057128906, weight_update_time: 0.1444164515, other_time: 2.8180007935
epoch time: 9.7220783234s, input_fired_time: 0.1740647554, output_fired_time: 0.0000000000, propagate_forward_time: 9.0516948700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963188171
validation[          , genome  6525] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       942.39917, best error:       897.46741 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 118.8637313843s, input_fired_time: 1.4060274363, output_fired_time: 1.3057007790, propagate_forward_time: 45.0795936584, propagate_backward_time: 68.3574295044, weight_update_time: 0.1413593888, other_time: 2.7149734497
epoch time: 9.6825075150s, input_fired_time: 0.1740480661, output_fired_time: 0.0000000000, propagate_forward_time: 9.0150938034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933652878
validation[          , genome  6525] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       892.78400, best error:       892.78400 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 119.2530975342s, input_fired_time: 1.4131628275, output_fired_time: 1.3061717749, propagate_forward_time: 45.2461814880, propagate_backward_time: 68.5544509888, weight_update_time: 0.1478301883, other_time: 2.7331314087
epoch time: 9.7475194931s, input_fired_time: 0.1769434065, output_fired_time: 0.0000000000, propagate_forward_time: 9.0748634338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957122803
validation[          , genome  6525] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       966.89215, best error:       892.78400 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.5857009888s, input_fired_time: 1.4127184153, output_fired_time: 1.3154162169, propagate_forward_time: 45.3274765015, propagate_backward_time: 68.8058166504, weight_update_time: 0.1437004954, other_time: 2.7242736816
epoch time: 9.6018953323s, input_fired_time: 0.1768753678, output_fired_time: 0.0000000000, propagate_forward_time: 8.9285917282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964284897
validation[          , genome  6525] predictions:    9676/  10000 (96.76%), best:    9740/10000 (97.40%), error:      1079.14465, best error:       892.78400 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 118.9708786011s, input_fired_time: 1.4346144199, output_fired_time: 1.3079822063, propagate_forward_time: 45.0352134705, propagate_backward_time: 68.3839492798, weight_update_time: 0.1444442570, other_time: 2.8091201782
epoch time: 9.6666164398s, input_fired_time: 0.1780086756, output_fired_time: 0.0000000000, propagate_forward_time: 8.9818582535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067491531
validation[          , genome  6525] predictions:    9713/  10000 (97.13%), best:    9740/10000 (97.40%), error:       965.46326, best error:       892.78400 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.1024017334s, input_fired_time: 1.4253416061, output_fired_time: 1.3089123964, propagate_forward_time: 45.1268768311, propagate_backward_time: 68.4637222290, weight_update_time: 0.1438095272, other_time: 2.7775497437
epoch time: 9.7155008316s, input_fired_time: 0.1755713373, output_fired_time: 0.0000000000, propagate_forward_time: 9.0420589447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978704453
validation[          , genome  6525] predictions:    9660/  10000 (96.60%), best:    9740/10000 (97.40%), error:      1120.99927, best error:       892.78400 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.9726333618s, input_fired_time: 1.4102824926, output_fired_time: 1.3116624355, propagate_forward_time: 45.1861572266, propagate_backward_time: 68.3387832642, weight_update_time: 0.1424349397, other_time: 2.7257461548
epoch time: 9.6994876862s, input_fired_time: 0.1756870747, output_fired_time: 0.0000000000, propagate_forward_time: 9.0288743973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949264526
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       975.75604, best error:       892.78400 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 119.5838928223s, input_fired_time: 1.4367568493, output_fired_time: 1.3135944605, propagate_forward_time: 45.2706146240, propagate_backward_time: 68.7577514648, weight_update_time: 0.1441367120, other_time: 2.8051757813
epoch time: 9.7228908539s, input_fired_time: 0.1773769110, output_fired_time: 0.0000000000, propagate_forward_time: 9.0396022797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059118271
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       978.48199, best error:       892.78400 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.8400268555s, input_fired_time: 1.4115520716, output_fired_time: 1.2995337248, propagate_forward_time: 45.0768699646, propagate_backward_time: 68.3309783936, weight_update_time: 0.1423171014, other_time: 2.7210998535
epoch time: 9.7099580765s, input_fired_time: 0.1765858084, output_fired_time: 0.0000000000, propagate_forward_time: 9.0368299484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965419769
validation[          , genome  6525] predictions:    9719/  10000 (97.19%), best:    9740/10000 (97.40%), error:       975.59918, best error:       892.78400 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 118.4381179810s, input_fired_time: 1.4081774950, output_fired_time: 1.3019285202, propagate_forward_time: 44.8720664978, propagate_backward_time: 68.1406784058, weight_update_time: 0.1417566091, other_time: 2.7152633667
epoch time: 9.6467361450s, input_fired_time: 0.1750647426, output_fired_time: 0.0000000000, propagate_forward_time: 8.9806356430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910354614
validation[          , genome  6525] predictions:    9613/  10000 (96.13%), best:    9740/10000 (97.40%), error:      1293.35291, best error:       892.78400 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 118.9348602295s, input_fired_time: 1.4401022196, output_fired_time: 1.3054349422, propagate_forward_time: 44.9882926941, propagate_backward_time: 68.3810501099, weight_update_time: 0.1438591182, other_time: 2.8199844360
epoch time: 9.6721010208s, input_fired_time: 0.1788292229, output_fired_time: 0.0000000000, propagate_forward_time: 8.9862451553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070266724
validation[          , genome  6525] predictions:    9729/  10000 (97.29%), best:    9740/10000 (97.40%), error:       933.28973, best error:       892.78400 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.6004638672s, input_fired_time: 1.4407941103, output_fired_time: 1.3132245541, propagate_forward_time: 45.2176933289, propagate_backward_time: 68.8296890259, weight_update_time: 0.1437237561, other_time: 2.7990646362
epoch time: 9.7388734818s, input_fired_time: 0.1799487323, output_fired_time: 0.0000000000, propagate_forward_time: 9.0494384766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094861984
validation[          , genome  6525] predictions:    9700/  10000 (97.00%), best:    9740/10000 (97.40%), error:      1013.59357, best error:       892.78400 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 119.4845123291s, input_fired_time: 1.4511555433, output_fired_time: 1.3157445192, propagate_forward_time: 45.2072029114, propagate_backward_time: 68.7087631226, weight_update_time: 0.1432982534, other_time: 2.8016433716
epoch time: 9.7239818573s, input_fired_time: 0.1788363904, output_fired_time: 0.0000000000, propagate_forward_time: 9.0380802155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070648193
validation[          , genome  6525] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       972.97266, best error:       892.78400 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.7932739258s, input_fired_time: 1.4550082684, output_fired_time: 1.3120483160, propagate_forward_time: 45.3159942627, propagate_backward_time: 68.8904495239, weight_update_time: 0.1437607408, other_time: 2.8197708130
epoch time: 9.7178411484s, input_fired_time: 0.1839144379, output_fired_time: 0.0000000000, propagate_forward_time: 9.0257987976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081281662
validation[          , genome  6525] predictions:    9624/  10000 (96.24%), best:    9740/10000 (97.40%), error:      1236.30408, best error:       892.78400 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.4818115234s, input_fired_time: 1.4193650484, output_fired_time: 1.3141951561, propagate_forward_time: 45.2775459290, propagate_backward_time: 68.7531204224, weight_update_time: 0.1420723051, other_time: 2.7175827026
epoch time: 9.6200857162s, input_fired_time: 0.1764021516, output_fired_time: 0.0000000000, propagate_forward_time: 8.9491043091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945793152
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       958.64954, best error:       892.78400 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.4537811279s, input_fired_time: 1.4184885025, output_fired_time: 1.3128379583, propagate_forward_time: 45.2479858398, propagate_backward_time: 68.7559127808, weight_update_time: 0.1416080743, other_time: 2.7185592651
epoch time: 9.6592998505s, input_fired_time: 0.1761838496, output_fired_time: 0.0000000000, propagate_forward_time: 8.9881267548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949893951
validation[          , genome  6525] predictions:    9688/  10000 (96.88%), best:    9740/10000 (97.40%), error:      1014.60541, best error:       892.78400 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.5723571777s, input_fired_time: 1.4454237223, output_fired_time: 1.3075835705, propagate_forward_time: 45.2552986145, propagate_backward_time: 68.7422485352, weight_update_time: 0.1444567293, other_time: 2.8217926025
epoch time: 9.7446041107s, input_fired_time: 0.1813267618, output_fired_time: 0.0000000000, propagate_forward_time: 9.0564155579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068616867
validation[          , genome  6525] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       907.41553, best error:       892.78400 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.0440902710s, input_fired_time: 1.4208642244, output_fired_time: 1.3172498941, propagate_forward_time: 45.0050964355, propagate_backward_time: 68.5593261719, weight_update_time: 0.1438026428, other_time: 2.7415466309
epoch time: 9.7110719681s, input_fired_time: 0.1787202656, output_fired_time: 0.0000000000, propagate_forward_time: 9.0351657867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971857071
validation[          , genome  6525] predictions:    9704/  10000 (97.04%), best:    9740/10000 (97.40%), error:      1025.04187, best error:       892.78400 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.2608566284s, input_fired_time: 1.4180229902, output_fired_time: 1.3056918383, propagate_forward_time: 45.2704505920, propagate_backward_time: 68.5410537720, weight_update_time: 0.1425792873, other_time: 2.7256393433
epoch time: 9.7458257675s, input_fired_time: 0.1780133843, output_fired_time: 0.0000000000, propagate_forward_time: 9.0717420578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960699081
validation[          , genome  6525] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       909.28827, best error:       892.78400 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 118.9678421021s, input_fired_time: 1.4224356413, output_fired_time: 1.3001847267, propagate_forward_time: 45.1060066223, propagate_backward_time: 68.4127578735, weight_update_time: 0.1410659701, other_time: 2.7264633179
epoch time: 9.6850852966s, input_fired_time: 0.1795579344, output_fired_time: 0.0000000000, propagate_forward_time: 9.0108976364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946298599
validation[          , genome  6525] predictions:    9695/  10000 (96.95%), best:    9740/10000 (97.40%), error:      1015.62769, best error:       892.78400 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.8598785400s, input_fired_time: 1.4208106995, output_fired_time: 1.3120142221, propagate_forward_time: 45.3804931641, propagate_backward_time: 69.0186309814, weight_update_time: 0.1430051923, other_time: 2.7279357910
epoch time: 9.7638406754s, input_fired_time: 0.1772756577, output_fired_time: 0.0000000000, propagate_forward_time: 9.0918016434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947633743
validation[          , genome  6525] predictions:    9681/  10000 (96.81%), best:    9740/10000 (97.40%), error:       992.14966, best error:       892.78400 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.9687271118s, input_fired_time: 1.4528687000, output_fired_time: 1.3083599806, propagate_forward_time: 45.0669860840, propagate_backward_time: 68.3221893311, weight_update_time: 0.1432512403, other_time: 2.8183288574
epoch time: 9.7189912796s, input_fired_time: 0.1758484840, output_fired_time: 0.0000000000, propagate_forward_time: 9.0470600128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960823059
validation[          , genome  6525] predictions:    9665/  10000 (96.65%), best:    9740/10000 (97.40%), error:      1130.97314, best error:       892.78400 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.6224746704s, input_fired_time: 1.4520211220, output_fired_time: 1.3160430193, propagate_forward_time: 45.2443923950, propagate_backward_time: 68.7967605591, weight_update_time: 0.1446616799, other_time: 2.8132629395
epoch time: 9.7673292160s, input_fired_time: 0.1801863164, output_fired_time: 0.0000000000, propagate_forward_time: 9.0777931213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093498230
validation[          , genome  6525] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       852.77325, best error:       852.77325 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.4986114502s, input_fired_time: 1.4517201185, output_fired_time: 1.3119888306, propagate_forward_time: 45.2591247559, propagate_backward_time: 68.6536254883, weight_update_time: 0.1436109394, other_time: 2.8221511841
epoch time: 9.7627735138s, input_fired_time: 0.1815036386, output_fired_time: 0.0000000000, propagate_forward_time: 9.0730733871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081968307
validation[          , genome  6525] predictions:    9618/  10000 (96.18%), best:    9742/10000 (97.42%), error:      1209.61072, best error:       852.77325 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 118.6522827148s, input_fired_time: 1.4403407574, output_fired_time: 1.3079320192, propagate_forward_time: 44.8871116638, propagate_backward_time: 68.2374420166, weight_update_time: 0.1433876455, other_time: 2.7794647217
epoch time: 9.6580038071s, input_fired_time: 0.1796573997, output_fired_time: 0.0000000000, propagate_forward_time: 8.9846525192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936943054
validation[          , genome  6525] predictions:    9755/  10000 (97.55%), best:    9742/10000 (97.42%), error:       881.49933, best error:       852.77325 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.9443817139s, input_fired_time: 1.4568306208, output_fired_time: 1.3009941578, propagate_forward_time: 45.0407905579, propagate_backward_time: 68.3290557861, weight_update_time: 0.1426827312, other_time: 2.8167114258
epoch time: 9.7017383575s, input_fired_time: 0.1797348261, output_fired_time: 0.0000000000, propagate_forward_time: 9.0216817856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003213882
validation[          , genome  6525] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       955.49670, best error:       852.77325 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.1760711670s, input_fired_time: 1.4281998873, output_fired_time: 1.3046129942, propagate_forward_time: 45.1708908081, propagate_backward_time: 68.5439529419, weight_update_time: 0.1418582648, other_time: 2.7284164429
epoch time: 9.7350044250s, input_fired_time: 0.1774845272, output_fired_time: 0.0000000000, propagate_forward_time: 9.0641670227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933528900
validation[          , genome  6525] predictions:    9737/  10000 (97.37%), best:    9742/10000 (97.42%), error:       878.13800, best error:       852.77325 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 118.7640991211s, input_fired_time: 1.4521585703, output_fired_time: 1.3046193123, propagate_forward_time: 44.9691810608, propagate_backward_time: 68.2238235474, weight_update_time: 0.1439859420, other_time: 2.8143234253
epoch time: 9.6710615158s, input_fired_time: 0.1792789996, output_fired_time: 0.0000000000, propagate_forward_time: 8.9849367142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068454742
validation[          , genome  6525] predictions:    9723/  10000 (97.23%), best:    9742/10000 (97.42%), error:       988.42072, best error:       852.77325 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 118.8801803589s, input_fired_time: 1.4240547419, output_fired_time: 1.3001830578, propagate_forward_time: 45.1067657471, propagate_backward_time: 68.3293685913, weight_update_time: 0.1412883997, other_time: 2.7198028564
epoch time: 9.7170238495s, input_fired_time: 0.1781641245, output_fired_time: 0.0000000000, propagate_forward_time: 9.0433511734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955081940
validation[          , genome  6525] predictions:    9702/  10000 (97.02%), best:    9742/10000 (97.42%), error:      1000.60889, best error:       852.77325 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 118.8256912231s, input_fired_time: 1.4537472725, output_fired_time: 1.3010871410, propagate_forward_time: 45.0650100708, propagate_backward_time: 68.1895904541, weight_update_time: 0.1432286799, other_time: 2.8162536621
epoch time: 9.7342510223s, input_fired_time: 0.1788083166, output_fired_time: 0.0000000000, propagate_forward_time: 9.0446796417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107631683
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9742/10000 (97.42%), error:       963.40820, best error:       852.77325 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.8783187866s, input_fired_time: 1.4473775625, output_fired_time: 1.3081252575, propagate_forward_time: 45.0107688904, propagate_backward_time: 68.3128738403, weight_update_time: 0.1430164427, other_time: 2.7991714478
epoch time: 9.7097063065s, input_fired_time: 0.1809482723, output_fired_time: 0.0000000000, propagate_forward_time: 9.0209207535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078372955
validation[          , genome  6525] predictions:    9728/  10000 (97.28%), best:    9742/10000 (97.42%), error:       932.22565, best error:       852.77325 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 118.9401397705s, input_fired_time: 1.4275354147, output_fired_time: 1.3018139601, propagate_forward_time: 45.1502990723, propagate_backward_time: 68.3403854370, weight_update_time: 0.1408737302, other_time: 2.7201080322
epoch time: 9.7194013596s, input_fired_time: 0.1783260703, output_fired_time: 0.0000000000, propagate_forward_time: 9.0459051132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951705933
validation[          , genome  6525] predictions:    9724/  10000 (97.24%), best:    9742/10000 (97.42%), error:       923.54736, best error:       852.77325 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 117.8347778320s, input_fired_time: 1.4400273561, output_fired_time: 1.2924312353, propagate_forward_time: 44.5149650574, propagate_backward_time: 67.7797012329, weight_update_time: 0.1435075849, other_time: 2.8076553345
epoch time: 9.7093229294s, input_fired_time: 0.1825804114, output_fired_time: 0.0000000000, propagate_forward_time: 9.0177860260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089569092
validation[          , genome  6525] predictions:    9650/  10000 (96.50%), best:    9742/10000 (97.42%), error:      1144.51001, best error:       852.77325 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 118.8981094360s, input_fired_time: 1.4564182758, output_fired_time: 1.3016300201, propagate_forward_time: 45.0303916931, propagate_backward_time: 68.2966537476, weight_update_time: 0.1429141909, other_time: 2.8130111694
epoch time: 9.7914609909s, input_fired_time: 0.1852308810, output_fired_time: 0.0000000000, propagate_forward_time: 9.0973348618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088949203
validation[          , genome  6525] predictions:    9695/  10000 (96.95%), best:    9742/10000 (97.42%), error:      1056.66553, best error:       852.77325 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.7592544556s, input_fired_time: 1.4316688776, output_fired_time: 1.3089005947, propagate_forward_time: 45.4076690674, propagate_backward_time: 68.8843078613, weight_update_time: 0.1419899017, other_time: 2.7267074585
epoch time: 9.7258634567s, input_fired_time: 0.1786942333, output_fired_time: 0.0000000000, propagate_forward_time: 9.0518732071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952964783
validation[          , genome  6525] predictions:    9706/  10000 (97.06%), best:    9742/10000 (97.42%), error:       979.39612, best error:       852.77325 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.1391525269s, input_fired_time: 1.4280296564, output_fired_time: 1.3079192638, propagate_forward_time: 45.1003761292, propagate_backward_time: 68.5875015259, weight_update_time: 0.1409677863, other_time: 2.7153244019
epoch time: 9.6952953339s, input_fired_time: 0.1789518446, output_fired_time: 0.0000000000, propagate_forward_time: 9.0217266083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946165085
validation[          , genome  6525] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       969.00879, best error:       852.77325 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.3253173828s, input_fired_time: 1.4640986919, output_fired_time: 1.3078043461, propagate_forward_time: 45.2027282715, propagate_backward_time: 68.5339126587, weight_update_time: 0.1429847181, other_time: 2.8167724609
epoch time: 9.6745061874s, input_fired_time: 0.1814609170, output_fired_time: 0.0000000000, propagate_forward_time: 8.9840164185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090284348
validation[          , genome  6525] predictions:    9747/  10000 (97.47%), best:    9742/10000 (97.42%), error:       902.45087, best error:       852.77325 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.2343292236s, input_fired_time: 1.4532270432, output_fired_time: 1.3114808798, propagate_forward_time: 45.1288909912, propagate_backward_time: 68.5439605713, weight_update_time: 0.1434566975, other_time: 2.7967758179
epoch time: 9.7215909958s, input_fired_time: 0.1823511273, output_fired_time: 0.0000000000, propagate_forward_time: 9.0291538239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100860596
validation[          , genome  6525] predictions:    9658/  10000 (96.58%), best:    9742/10000 (97.42%), error:      1099.13647, best error:       852.77325 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 118.8010253906s, input_fired_time: 1.4498845339, output_fired_time: 1.3020334244, propagate_forward_time: 45.0111808777, propagate_backward_time: 68.2286300659, weight_update_time: 0.1429561824, other_time: 2.8093032837
epoch time: 9.7323379517s, input_fired_time: 0.1822412759, output_fired_time: 0.0000000000, propagate_forward_time: 9.0422811508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078153610
validation[          , genome  6525] predictions:    9698/  10000 (96.98%), best:    9742/10000 (97.42%), error:       977.21460, best error:       852.77325 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 118.8746337891s, input_fired_time: 1.4271448851, output_fired_time: 1.3056557178, propagate_forward_time: 45.0649147034, propagate_backward_time: 68.3604125977, weight_update_time: 0.1412683278, other_time: 2.7165069580
epoch time: 9.7059202194s, input_fired_time: 0.1784413904, output_fired_time: 0.0000000000, propagate_forward_time: 9.0311689377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963102341
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9742/10000 (97.42%), error:      1009.31952, best error:       852.77325 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 119.3948593140s, input_fired_time: 1.4313166142, output_fired_time: 1.3058729172, propagate_forward_time: 45.2509765625, propagate_backward_time: 68.6811981201, weight_update_time: 0.1418753862, other_time: 2.7254943848
epoch time: 9.7416973114s, input_fired_time: 0.1786036938, output_fired_time: 0.0000000000, propagate_forward_time: 9.0678825378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952106476
validation[          , genome  6525] predictions:    9693/  10000 (96.93%), best:    9742/10000 (97.42%), error:      1030.16394, best error:       852.77325 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.5589675903s, input_fired_time: 1.4513694048, output_fired_time: 1.3189710379, propagate_forward_time: 45.1790580750, propagate_backward_time: 68.8019485474, weight_update_time: 0.1443417370, other_time: 2.8076248169
epoch time: 9.7435750961s, input_fired_time: 0.1829145849, output_fired_time: 0.0000000000, propagate_forward_time: 9.0534114838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072488785
validation[          , genome  6525] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       972.89648, best error:       852.77325 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.3555831909s, input_fired_time: 1.4647011757, output_fired_time: 1.3096289635, propagate_forward_time: 45.1603202820, propagate_backward_time: 68.6059341431, weight_update_time: 0.1447445452, other_time: 2.8149948120
epoch time: 9.7174215317s, input_fired_time: 0.1840123087, output_fired_time: 0.0000000000, propagate_forward_time: 9.0271940231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062150955
validation[          , genome  6525] predictions:    9746/  10000 (97.46%), best:    9742/10000 (97.42%), error:       901.35205, best error:       852.77325 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.1515884399s, input_fired_time: 1.4441609383, output_fired_time: 1.3108059168, propagate_forward_time: 45.1079597473, propagate_backward_time: 68.5154571533, weight_update_time: 0.1415895671, other_time: 2.7732086182
epoch time: 9.6962347031s, input_fired_time: 0.1848694980, output_fired_time: 0.0000000000, propagate_forward_time: 9.0049371719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064277649
validation[          , genome  6525] predictions:    9729/  10000 (97.29%), best:    9742/10000 (97.42%), error:       867.54333, best error:       852.77325 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.1929702759s, input_fired_time: 1.4633473158, output_fired_time: 1.3069206476, propagate_forward_time: 45.0675315857, propagate_backward_time: 68.5431137085, weight_update_time: 0.1428963095, other_time: 2.8120498657
epoch time: 9.7323865891s, input_fired_time: 0.1777224541, output_fired_time: 0.0000000000, propagate_forward_time: 9.0590620041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956026077
validation[          , genome  6525] predictions:    9725/  10000 (97.25%), best:    9742/10000 (97.42%), error:       916.28284, best error:       852.77325 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.7871017456s, input_fired_time: 1.4347691536, output_fired_time: 1.3135588169, propagate_forward_time: 45.4099998474, propagate_backward_time: 68.9096145630, weight_update_time: 0.1415152401, other_time: 2.7191543579
epoch time: 9.6281375885s, input_fired_time: 0.1806792766, output_fired_time: 0.0000000000, propagate_forward_time: 8.9522075653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952507019
validation[          , genome  6525] predictions:    9713/  10000 (97.13%), best:    9742/10000 (97.42%), error:       938.70673, best error:       852.77325 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 119.0385894775s, input_fired_time: 1.4656698704, output_fired_time: 1.3069250584, propagate_forward_time: 45.0264854431, propagate_backward_time: 68.4280090332, weight_update_time: 0.1440345943, other_time: 2.8115081787
epoch time: 9.6952829361s, input_fired_time: 0.1855735183, output_fired_time: 0.0000000000, propagate_forward_time: 9.0023279190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073814392
validation[          , genome  6525] predictions:    9674/  10000 (96.74%), best:    9742/10000 (97.42%), error:      1045.84058, best error:       852.77325 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 118.4091186523s, input_fired_time: 1.4487266541, output_fired_time: 1.2981665134, propagate_forward_time: 44.7925834656, propagate_backward_time: 68.0813980103, weight_update_time: 0.1426951736, other_time: 2.7882461548
epoch time: 9.6308231354s, input_fired_time: 0.1824660301, output_fired_time: 0.0000000000, propagate_forward_time: 8.9422912598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060653687
validation[          , genome  6525] predictions:    9697/  10000 (96.97%), best:    9742/10000 (97.42%), error:      1020.05286, best error:       852.77325 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.1132812500s, input_fired_time: 1.4615401030, output_fired_time: 1.3060013056, propagate_forward_time: 45.1566505432, propagate_backward_time: 68.3659591675, weight_update_time: 0.1445250064, other_time: 2.8231277466
epoch time: 9.7414464951s, input_fired_time: 0.1811973602, output_fired_time: 0.0000000000, propagate_forward_time: 9.0520496368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081996918
validation[          , genome  6525] predictions:    9740/  10000 (97.40%), best:    9742/10000 (97.42%), error:       906.42407, best error:       852.77325 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: 48.4217224121s, input_fired_time: 0.8903416395, output_fired_time: 0.0000000000, propagate_forward_time: 44.9688835144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5624961853
best training[          , genome  6525] predictions:   49496/  50000 (98.99%), best:    9742/10000 (97.42%), error:      1954.81067, best error:       852.77325 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: 9.6591711044s, input_fired_time: 0.1796288490, output_fired_time: 0.0000000000, propagate_forward_time: 8.9742021561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053396225
   testing[          , genome  6525] predictions:    9764/  10000 (97.64%), best:    9742/10000 (97.42%), error:       771.23071, best error:       852.77325 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:11:53 (3568): called boinc_finish(0)

</stderr_txt>
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