Nameexact_genome_1512568488_44_6942_0
Workunit2605990
Created7 Dec 2017, 22:50:42 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline17 Dec 2017, 5:14:24 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 8 min 3 sec
CPU time4 hours 58 min 21 sec
Validate stateValid
Credit2,315.39
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.16 MB
Peak swap size159.36 MB
Peak disk usage2.02 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
7336, best error:       971.03131 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 174.3553009033s, input_fired_time: 1.9266662598, output_fired_time: 1.7147085667, propagate_forward_time: 64.7660293579, propagate_backward_time: 101.1806945801, weight_update_time: 0.1694823205, other_time: 4.7672042847
epoch time: 12.9097671509s, input_fired_time: 0.2390265614, output_fired_time: 0.0000000000, propagate_forward_time: 12.0426635742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280765533
validation[          , genome  6942] predictions:    9665/  10000 (96.65%), best:    9714/10000 (97.14%), error:      1102.63281, best error:       971.03131 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 202.2542877197s, input_fired_time: 3.2257235050, output_fired_time: 2.0497908592, propagate_forward_time: 77.3369064331, propagate_backward_time: 114.4658203125, weight_update_time: 0.1842482686, other_time: 5.1760482788
epoch time: 14.2760772705s, input_fired_time: 0.2456205040, output_fired_time: 0.0000000000, propagate_forward_time: 13.3844718933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459846497
validation[          , genome  6942] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1051.14893, best error:       971.03131 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 173.9360504150s, input_fired_time: 1.9255892038, output_fired_time: 1.7370314598, propagate_forward_time: 64.9329528809, propagate_backward_time: 101.6890487671, weight_update_time: 0.1700496674, other_time: 3.6514358521
epoch time: 24.7310733795s, input_fired_time: 0.4347888231, output_fired_time: 0.0000000000, propagate_forward_time: 23.1452751160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1510086060
validation[          , genome  6942] predictions:    9690/  10000 (96.90%), best:    9714/10000 (97.14%), error:      1030.61572, best error:       971.03131 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 178.4611511230s, input_fired_time: 1.9877074957, output_fired_time: 1.8231115341, propagate_forward_time: 65.9125442505, propagate_backward_time: 105.0126800537, weight_update_time: 0.1710547954, other_time: 3.7251205444
epoch time: 18.8341426849s, input_fired_time: 0.3143244386, output_fired_time: 0.0000000000, propagate_forward_time: 17.7129650116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8068523407
validation[          , genome  6942] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       943.82538, best error:       943.82538 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.0283660889s, input_fired_time: 1.9535990953, output_fired_time: 1.7245454788, propagate_forward_time: 67.1956939697, propagate_backward_time: 101.4637603760, weight_update_time: 0.1730184555, other_time: 4.6907653809
epoch time: 13.9977178574s, input_fired_time: 0.2416983247, output_fired_time: 0.0000000000, propagate_forward_time: 13.1219444275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340751648
validation[          , genome  6942] predictions:    9680/  10000 (96.80%), best:    9717/10000 (97.17%), error:      1056.52539, best error:       943.82538 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.5919952393s, input_fired_time: 1.9244412184, output_fired_time: 1.7640891075, propagate_forward_time: 67.0285949707, propagate_backward_time: 101.1752243042, weight_update_time: 0.1754967421, other_time: 3.6996536255
epoch time: 14.3450555801s, input_fired_time: 0.2454489321, output_fired_time: 0.0000000000, propagate_forward_time: 13.4566955566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429109573
validation[          , genome  6942] predictions:    9682/  10000 (96.82%), best:    9717/10000 (97.17%), error:      1070.56091, best error:       943.82538 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 191.9401702881s, input_fired_time: 2.1393988132, output_fired_time: 1.8528308868, propagate_forward_time: 71.7430343628, propagate_backward_time: 112.1956481934, weight_update_time: 0.1780638248, other_time: 4.0092544556
epoch time: 16.2103118896s, input_fired_time: 0.2724256814, output_fired_time: 0.0000000000, propagate_forward_time: 15.1976032257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7402830124
validation[          , genome  6942] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       831.36841, best error:       831.36841 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 192.0906982422s, input_fired_time: 2.1809983253, output_fired_time: 1.8796952963, propagate_forward_time: 71.1927337646, propagate_backward_time: 112.7291336060, weight_update_time: 0.1854944229, other_time: 4.1081314087
epoch time: 15.7309217453s, input_fired_time: 0.2618281841, output_fired_time: 0.0000000000, propagate_forward_time: 14.7224798203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7466135025
validation[          , genome  6942] predictions:    9691/  10000 (96.91%), best:    9759/10000 (97.59%), error:      1037.03406, best error:       831.36841 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 179.3318939209s, input_fired_time: 2.0312457085, output_fired_time: 1.7806570530, propagate_forward_time: 67.6626739502, propagate_backward_time: 104.1679229736, weight_update_time: 0.1769944578, other_time: 3.6893920898
epoch time: 16.1196918488s, input_fired_time: 0.2823661864, output_fired_time: 0.0000000000, propagate_forward_time: 15.0894546509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7478713989
validation[          , genome  6942] predictions:    9666/  10000 (96.66%), best:    9759/10000 (97.59%), error:      1100.03052, best error:       831.36841 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 175.1586151123s, input_fired_time: 1.9487065077, output_fired_time: 1.7156267166, propagate_forward_time: 66.3376922607, propagate_backward_time: 101.4659118652, weight_update_time: 0.1709704101, other_time: 3.6906890869
epoch time: 13.0628004074s, input_fired_time: 0.2412120253, output_fired_time: 0.0000000000, propagate_forward_time: 12.1860723495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355161667
validation[          , genome  6942] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       869.50031, best error:       831.36841 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 171.8611450195s, input_fired_time: 1.9265536070, output_fired_time: 1.7252274752, propagate_forward_time: 65.8405532837, propagate_backward_time: 98.7225875854, weight_update_time: 0.1689037383, other_time: 3.6462097168
epoch time: 14.3354654312s, input_fired_time: 0.2439448088, output_fired_time: 0.0000000000, propagate_forward_time: 13.4414710999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500492096
validation[          , genome  6942] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       894.41479, best error:       831.36841 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 171.8982391357s, input_fired_time: 1.9189399481, output_fired_time: 1.7041409016, propagate_forward_time: 64.4278717041, propagate_backward_time: 100.2071838379, weight_update_time: 0.1701792330, other_time: 3.6400909424
epoch time: 14.1840705872s, input_fired_time: 0.2532984614, output_fired_time: 0.0000000000, propagate_forward_time: 13.2534036636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773681641
validation[          , genome  6942] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       930.49066, best error:       831.36841 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 171.0099792480s, input_fired_time: 1.9434367418, output_fired_time: 1.7084616423, propagate_forward_time: 63.1137504578, propagate_backward_time: 100.5737762451, weight_update_time: 0.1695742011, other_time: 3.6705474854
epoch time: 14.3645114899s, input_fired_time: 0.2459415942, output_fired_time: 0.0000000000, propagate_forward_time: 13.4606924057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578779221
validation[          , genome  6942] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       870.57220, best error:       831.36841 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 173.9576721191s, input_fired_time: 1.9647065401, output_fired_time: 1.7034937143, propagate_forward_time: 64.6553878784, propagate_backward_time: 101.9244842529, weight_update_time: 0.1688547581, other_time: 3.7096023560
epoch time: 16.2426528931s, input_fired_time: 0.2708163857, output_fired_time: 0.0000000000, propagate_forward_time: 15.2434253693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7284107208
validation[          , genome  6942] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       901.17853, best error:       831.36841 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 175.5952606201s, input_fired_time: 1.9581311941, output_fired_time: 1.6949589252, propagate_forward_time: 63.4463310242, propagate_backward_time: 103.7932739258, weight_update_time: 0.1685126275, other_time: 4.7025604248
epoch time: 12.8611297607s, input_fired_time: 0.2420227975, output_fired_time: 0.0000000000, propagate_forward_time: 11.9801778793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389293671
validation[          , genome  6942] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       914.09607, best error:       831.36841 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 187.2113494873s, input_fired_time: 2.0809690952, output_fired_time: 2.7558467388, propagate_forward_time: 71.6038970947, propagate_backward_time: 106.8533401489, weight_update_time: 0.1694675535, other_time: 3.9173049927
epoch time: 12.9445743561s, input_fired_time: 0.2417158633, output_fired_time: 0.0000000000, propagate_forward_time: 12.0634918213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6393671036
validation[          , genome  6942] predictions:    9657/  10000 (96.57%), best:    9759/10000 (97.59%), error:      1165.90417, best error:       831.36841 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 187.4728393555s, input_fired_time: 2.0295412540, output_fired_time: 1.8473621607, propagate_forward_time: 70.5464019775, propagate_backward_time: 108.0605773926, weight_update_time: 0.1987656653, other_time: 4.9889526367
epoch time: 12.9219207764s, input_fired_time: 0.2408884764, output_fired_time: 0.0000000000, propagate_forward_time: 12.0507316589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303005219
validation[          , genome  6942] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       874.51984, best error:       831.36841 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 172.3806304932s, input_fired_time: 1.9274810553, output_fired_time: 1.6998928785, propagate_forward_time: 67.1015167236, propagate_backward_time: 98.0126876831, weight_update_time: 0.1696361750, other_time: 3.6390609741
epoch time: 14.2072744370s, input_fired_time: 0.2466385365, output_fired_time: 0.0000000000, propagate_forward_time: 13.3054981232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551380157
validation[          , genome  6942] predictions:    9719/  10000 (97.19%), best:    9759/10000 (97.59%), error:       955.17548, best error:       831.36841 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 176.9769134521s, input_fired_time: 1.9889194965, output_fired_time: 1.7664697170, propagate_forward_time: 65.0503234863, propagate_backward_time: 104.4622726440, weight_update_time: 0.1688538194, other_time: 3.7089309692
epoch time: 14.2215766907s, input_fired_time: 0.2456918657, output_fired_time: 0.0000000000, propagate_forward_time: 13.3260850906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497993469
validation[          , genome  6942] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       908.11725, best error:       831.36841 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 184.0178527832s, input_fired_time: 2.0831329823, output_fired_time: 1.7944869995, propagate_forward_time: 69.2418365479, propagate_backward_time: 107.1011581421, weight_update_time: 0.1700427532, other_time: 3.7972335815
epoch time: 14.1919240952s, input_fired_time: 0.2457413077, output_fired_time: 0.0000000000, propagate_forward_time: 13.2958078384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503753662
validation[          , genome  6942] predictions:    9711/  10000 (97.11%), best:    9759/10000 (97.59%), error:      1001.09674, best error:       831.36841 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 172.6211395264s, input_fired_time: 1.9303996563, output_fired_time: 1.6934016943, propagate_forward_time: 64.4374923706, propagate_backward_time: 100.9303054810, weight_update_time: 0.1713974476, other_time: 3.6295318604
epoch time: 12.9059047699s, input_fired_time: 0.2417529970, output_fired_time: 0.0000000000, propagate_forward_time: 12.0326566696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314954758
validation[          , genome  6942] predictions:    9697/  10000 (96.97%), best:    9759/10000 (97.59%), error:       993.54816, best error:       831.36841 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 174.3614959717s, input_fired_time: 1.9300045967, output_fired_time: 1.7134196758, propagate_forward_time: 62.7257347107, propagate_backward_time: 104.3462448120, weight_update_time: 0.1689686775, other_time: 3.6460800171
epoch time: 14.4271707535s, input_fired_time: 0.2504014671, output_fired_time: 0.0000000000, propagate_forward_time: 13.5092535019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675157547
validation[          , genome  6942] predictions:    9683/  10000 (96.83%), best:    9759/10000 (97.59%), error:       970.02814, best error:       831.36841 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 170.9485168457s, input_fired_time: 1.9353044033, output_fired_time: 1.6944286823, propagate_forward_time: 64.9593658447, propagate_backward_time: 98.6827545166, weight_update_time: 0.1695164740, other_time: 3.6766662598
epoch time: 14.1903638840s, input_fired_time: 0.2471604645, output_fired_time: 0.0000000000, propagate_forward_time: 13.2884054184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6547975540
validation[          , genome  6942] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       887.90179, best error:       831.36841 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 171.9908905029s, input_fired_time: 1.9347628355, output_fired_time: 1.7056229115, propagate_forward_time: 64.3652191162, propagate_backward_time: 99.3580932617, weight_update_time: 0.1681006849, other_time: 4.6271820068
epoch time: 12.9702663422s, input_fired_time: 0.2437425107, output_fired_time: 0.0000000000, propagate_forward_time: 12.0838689804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426544189
validation[          , genome  6942] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       861.28717, best error:       831.36841 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 172.8381347656s, input_fired_time: 1.9381631613, output_fired_time: 2.7198791504, propagate_forward_time: 63.4531021118, propagate_backward_time: 100.1746749878, weight_update_time: 0.1697065979, other_time: 4.5523223877
epoch time: 14.2089509964s, input_fired_time: 0.2494231164, output_fired_time: 0.0000000000, propagate_forward_time: 13.3016252518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579027176
validation[          , genome  6942] predictions:    9706/  10000 (97.06%), best:    9759/10000 (97.59%), error:       973.04706, best error:       831.36841 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 177.8799285889s, input_fired_time: 1.9632685184, output_fired_time: 1.7661359310, propagate_forward_time: 68.3115692139, propagate_backward_time: 101.1534423828, weight_update_time: 0.1695903093, other_time: 4.6855163574
epoch time: 12.9872446060s, input_fired_time: 0.2442810088, output_fired_time: 0.0000000000, propagate_forward_time: 12.1030416489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399221420
validation[          , genome  6942] predictions:    9641/  10000 (96.41%), best:    9759/10000 (97.59%), error:      1206.69214, best error:       831.36841 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 192.6772918701s, input_fired_time: 2.1614832878, output_fired_time: 2.0028779507, propagate_forward_time: 71.6468582153, propagate_backward_time: 111.9053192139, weight_update_time: 0.1906801760, other_time: 4.9607467651
epoch time: 14.2422304153s, input_fired_time: 0.2495130301, output_fired_time: 0.0000000000, propagate_forward_time: 13.3351020813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576156616
validation[          , genome  6942] predictions:    9560/  10000 (95.60%), best:    9759/10000 (97.59%), error:      1350.90063, best error:       831.36841 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 171.3346252441s, input_fired_time: 1.9305629730, output_fired_time: 1.7093042135, propagate_forward_time: 64.1029434204, propagate_backward_time: 99.9415664673, weight_update_time: 0.1689133942, other_time: 3.6502532959
epoch time: 14.5234851837s, input_fired_time: 0.2510358095, output_fired_time: 0.0000000000, propagate_forward_time: 13.6163902283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560592651
validation[          , genome  6942] predictions:    9680/  10000 (96.80%), best:    9759/10000 (97.59%), error:      1035.51099, best error:       831.36841 on epoch:    21, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 171.8776397705s, input_fired_time: 1.9356417656, output_fired_time: 1.7066520452, propagate_forward_time: 63.6088180542, propagate_backward_time: 100.9816284180, weight_update_time: 0.1692755520, other_time: 3.6449050903
epoch time: 12.9633150101s, input_fired_time: 0.2548022866, output_fired_time: 0.0000000000, propagate_forward_time: 12.0723314285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6361808777
validation[          , genome  6942] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       897.20099, best error:       831.36841 on epoch:    21, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 174.9099578857s, input_fired_time: 1.9646141529, output_fired_time: 1.7317652702, propagate_forward_time: 62.1482696533, propagate_backward_time: 104.3336105347, weight_update_time: 0.1716423184, other_time: 4.7316970825
epoch time: 15.8215494156s, input_fired_time: 0.2858413458, output_fired_time: 0.0000000000, propagate_forward_time: 14.8411598206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945486069
validation[          , genome  6942] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       833.73199, best error:       831.36841 on epoch:    21, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 190.3184967041s, input_fired_time: 2.0898351669, output_fired_time: 2.8301346302, propagate_forward_time: 70.5572128296, propagate_backward_time: 109.7749328613, weight_update_time: 0.1763495952, other_time: 5.0663833618
epoch time: 14.2334041595s, input_fired_time: 0.2451079041, output_fired_time: 0.0000000000, propagate_forward_time: 13.3368253708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514711380
validation[          , genome  6942] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       857.33710, best error:       831.36841 on epoch:    21, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 195.0252075195s, input_fired_time: 3.1676154137, output_fired_time: 1.8935915232, propagate_forward_time: 71.2475891113, propagate_backward_time: 114.7026672363, weight_update_time: 0.1941187978, other_time: 4.0137481689
epoch time: 16.8660259247s, input_fired_time: 0.2798483968, output_fired_time: 0.0000000000, propagate_forward_time: 15.8328857422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532920837
validation[          , genome  6942] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       835.02155, best error:       831.36841 on epoch:    21, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 171.9183502197s, input_fired_time: 1.9332077503, output_fired_time: 1.7068165541, propagate_forward_time: 63.2891311646, propagate_backward_time: 101.3355789185, weight_update_time: 0.1689925939, other_time: 3.6536102295
epoch time: 14.3235588074s, input_fired_time: 0.2492378950, output_fired_time: 0.0000000000, propagate_forward_time: 13.4104661942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638545990
validation[          , genome  6942] predictions:    9675/  10000 (96.75%), best:    9759/10000 (97.59%), error:      1014.35730, best error:       831.36841 on epoch:    21, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 172.3927001953s, input_fired_time: 1.9363193512, output_fired_time: 1.6986391544, propagate_forward_time: 64.1454849243, propagate_backward_time: 100.9973678589, weight_update_time: 0.1684676707, other_time: 3.6148834229
epoch time: 13.0205554962s, input_fired_time: 0.2436535358, output_fired_time: 0.0000000000, propagate_forward_time: 12.1391534805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377487183
validation[          , genome  6942] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       876.59808, best error:       831.36841 on epoch:    21, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 180.6694793701s, input_fired_time: 2.0082037449, output_fired_time: 1.7560677528, propagate_forward_time: 66.1973114014, propagate_backward_time: 106.9090042114, weight_update_time: 0.1711209416, other_time: 3.7988815308
epoch time: 14.2620925903s, input_fired_time: 0.2507303655, output_fired_time: 0.0000000000, propagate_forward_time: 13.3561019897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552600861
validation[          , genome  6942] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       804.77118, best error:       804.77118 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 174.2062225342s, input_fired_time: 1.9401500225, output_fired_time: 1.7154997587, propagate_forward_time: 68.9529037476, propagate_backward_time: 97.9784851074, weight_update_time: 0.1689833850, other_time: 3.6191787720
epoch time: 14.2851772308s, input_fired_time: 0.2518598139, output_fired_time: 0.0000000000, propagate_forward_time: 13.3811025620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522150040
validation[          , genome  6942] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       893.27570, best error:       804.77118 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 170.7247467041s, input_fired_time: 2.9599342346, output_fired_time: 2.7107880116, propagate_forward_time: 63.0577735901, propagate_backward_time: 98.3768310547, weight_update_time: 0.1681632996, other_time: 3.6194305420
epoch time: 14.0209732056s, input_fired_time: 0.2520577908, output_fired_time: 0.0000000000, propagate_forward_time: 13.1170854568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6518297195
validation[          , genome  6942] predictions:    9697/  10000 (96.97%), best:    9760/10000 (97.60%), error:      1000.02100, best error:       804.77118 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 171.8567962646s, input_fired_time: 1.9459346533, output_fired_time: 2.7078535557, propagate_forward_time: 64.2588195801, propagate_backward_time: 97.2483291626, weight_update_time: 0.1697100848, other_time: 5.6958541870
epoch time: 14.7880191803s, input_fired_time: 0.3151669800, output_fired_time: 0.0000000000, propagate_forward_time: 13.7881097794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847419739
validation[          , genome  6942] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       921.13806, best error:       804.77118 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 192.2504119873s, input_fired_time: 2.2135825157, output_fired_time: 1.9607254267, propagate_forward_time: 73.9729003906, propagate_backward_time: 110.1438446045, weight_update_time: 0.1838785112, other_time: 3.9593658447
epoch time: 14.2432107925s, input_fired_time: 0.2494456172, output_fired_time: 0.0000000000, propagate_forward_time: 13.3500051498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437597275
validation[          , genome  6942] predictions:    9745/  10000 (97.45%), best:    9760/10000 (97.60%), error:       813.81415, best error:       804.77118 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 173.1232147217s, input_fired_time: 1.9576349258, output_fired_time: 1.7095570564, propagate_forward_time: 65.0314407349, propagate_backward_time: 99.6970214844, weight_update_time: 0.1699319482, other_time: 4.7275466919
epoch time: 14.5044689178s, input_fired_time: 0.2480688989, output_fired_time: 0.0000000000, propagate_forward_time: 13.6001300812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562700272
validation[          , genome  6942] predictions:    9710/  10000 (97.10%), best:    9760/10000 (97.60%), error:       974.90417, best error:       804.77118 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 183.1916809082s, input_fired_time: 2.0581536293, output_fired_time: 1.8098968267, propagate_forward_time: 69.6874694824, propagate_backward_time: 105.8313522339, weight_update_time: 0.1795795709, other_time: 3.8048171997
epoch time: 14.4227647781s, input_fired_time: 0.2519628704, output_fired_time: 0.0000000000, propagate_forward_time: 13.5193195343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514825821
validation[          , genome  6942] predictions:    9759/  10000 (97.59%), best:    9760/10000 (97.60%), error:       845.71710, best error:       804.77118 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 189.3579101563s, input_fired_time: 2.1667513847, output_fired_time: 1.8565404415, propagate_forward_time: 69.2138519287, propagate_backward_time: 111.8952941895, weight_update_time: 0.1935451925, other_time: 4.2254791260
epoch time: 14.6048841476s, input_fired_time: 0.2551882863, output_fired_time: 0.0000000000, propagate_forward_time: 13.6805830002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6691131592
validation[          , genome  6942] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       793.71802, best error:       793.71802 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 174.8126525879s, input_fired_time: 1.9598231316, output_fired_time: 1.7208638191, propagate_forward_time: 63.2914695740, propagate_backward_time: 103.1798095703, weight_update_time: 0.1696250141, other_time: 4.6606750488
epoch time: 14.4920158386s, input_fired_time: 0.2567110360, output_fired_time: 0.0000000000, propagate_forward_time: 13.5949201584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403846741
validation[          , genome  6942] predictions:    9696/  10000 (96.96%), best:    9773/10000 (97.73%), error:       995.51874, best error:       793.71802 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 175.1749725342s, input_fired_time: 2.9871866703, output_fired_time: 1.7315374613, propagate_forward_time: 65.7098922729, propagate_backward_time: 100.9995193481, weight_update_time: 0.1728664488, other_time: 3.7468414307
epoch time: 14.5481338501s, input_fired_time: 0.2518348098, output_fired_time: 0.0000000000, propagate_forward_time: 13.6418485641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544504166
validation[          , genome  6942] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       764.95154, best error:       764.95154 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 174.0961914063s, input_fired_time: 2.9994487762, output_fired_time: 1.7450249195, propagate_forward_time: 65.6855163574, propagate_backward_time: 99.8534469604, weight_update_time: 0.1720216423, other_time: 3.8127517700
epoch time: 14.4725313187s, input_fired_time: 0.2472351640, output_fired_time: 0.0000000000, propagate_forward_time: 13.5611400604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641559601
validation[          , genome  6942] predictions:    9711/  10000 (97.11%), best:    9774/10000 (97.74%), error:       983.16583, best error:       764.95154 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 171.1353759766s, input_fired_time: 1.9475158453, output_fired_time: 1.6949408054, propagate_forward_time: 63.1063385010, propagate_backward_time: 100.6666641235, weight_update_time: 0.1700160652, other_time: 3.7199172974
epoch time: 14.1956253052s, input_fired_time: 0.2511819005, output_fired_time: 0.0000000000, propagate_forward_time: 13.2715597153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728839874
validation[          , genome  6942] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       816.96381, best error:       764.95154 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 176.6506652832s, input_fired_time: 1.9984229803, output_fired_time: 1.7557414770, propagate_forward_time: 66.5694274902, propagate_backward_time: 101.5519104004, weight_update_time: 0.1691948771, other_time: 4.7751617432
epoch time: 13.8075485229s, input_fired_time: 0.2613121569, output_fired_time: 0.0000000000, propagate_forward_time: 12.8557291031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905069351
validation[          , genome  6942] predictions:    9707/  10000 (97.07%), best:    9774/10000 (97.74%), error:       954.72296, best error:       764.95154 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 178.7628173828s, input_fired_time: 3.0358939171, output_fired_time: 1.7872229815, propagate_forward_time: 65.5553359985, propagate_backward_time: 103.5718841553, weight_update_time: 0.1749948859, other_time: 4.8124923706
epoch time: 14.3150625229s, input_fired_time: 0.2502396703, output_fired_time: 0.0000000000, propagate_forward_time: 13.3992004395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6656227112
validation[          , genome  6942] predictions:    9734/  10000 (97.34%), best:    9774/10000 (97.74%), error:       944.44531, best error:       764.95154 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 172.2537841797s, input_fired_time: 1.9599633217, output_fired_time: 1.7048873901, propagate_forward_time: 63.9920692444, propagate_backward_time: 100.7791976929, weight_update_time: 0.1697364748, other_time: 3.8176651001
epoch time: 12.9463348389s, input_fired_time: 0.2452208847, output_fired_time: 0.0000000000, propagate_forward_time: 12.0579185486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431951523
validation[          , genome  6942] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       828.88281, best error:       764.95154 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 172.4362487793s, input_fired_time: 1.9554487467, output_fired_time: 1.7135089636, propagate_forward_time: 64.2075042725, propagate_backward_time: 99.8383483887, weight_update_time: 0.1692756414, other_time: 4.7214355469
epoch time: 14.2608413696s, input_fired_time: 0.2520288825, output_fired_time: 0.0000000000, propagate_forward_time: 13.3250074387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838054657
validation[          , genome  6942] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       872.70740, best error:       764.95154 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 171.2751617432s, input_fired_time: 1.9575749636, output_fired_time: 1.7044714689, propagate_forward_time: 66.0887756348, propagate_backward_time: 97.8095245361, weight_update_time: 0.1694764793, other_time: 3.7148132324
epoch time: 14.2296161652s, input_fired_time: 0.2544376850, output_fired_time: 0.0000000000, propagate_forward_time: 13.2892065048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859722137
validation[          , genome  6942] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       819.30188, best error:       764.95154 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 171.5747375488s, input_fired_time: 1.9727532864, output_fired_time: 1.7002105713, propagate_forward_time: 65.7077331543, propagate_backward_time: 98.4179077148, weight_update_time: 0.1705896407, other_time: 3.7761383057
epoch time: 13.4216976166s, input_fired_time: 0.2590851188, output_fired_time: 0.0000000000, propagate_forward_time: 12.4545412064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080717087
validation[          , genome  6942] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       882.34113, best error:       764.95154 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 174.4375610352s, input_fired_time: 2.0013878345, output_fired_time: 1.7242166996, propagate_forward_time: 68.3512268066, propagate_backward_time: 98.4808425903, weight_update_time: 0.1785905063, other_time: 3.8798904419
epoch time: 16.0279636383s, input_fired_time: 0.2750509083, output_fired_time: 0.0000000000, propagate_forward_time: 14.9044561386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8484563828
validation[          , genome  6942] predictions:    9756/  10000 (97.56%), best:    9774/10000 (97.74%), error:       839.33044, best error:       764.95154 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 176.1815490723s, input_fired_time: 3.0333523750, output_fired_time: 1.7350755930, propagate_forward_time: 67.5405807495, propagate_backward_time: 99.9624633789, weight_update_time: 0.1730826199, other_time: 3.9100723267
epoch time: 12.9916954041s, input_fired_time: 0.2462891042, output_fired_time: 0.0000000000, propagate_forward_time: 12.0622234344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831827164
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       833.31079, best error:       764.95154 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 177.7293395996s, input_fired_time: 3.0585994720, output_fired_time: 1.7659581900, propagate_forward_time: 65.6607818604, propagate_backward_time: 103.2249679565, weight_update_time: 0.1738864183, other_time: 4.0190353394
epoch time: 13.9583578110s, input_fired_time: 0.2503862381, output_fired_time: 0.0000000000, propagate_forward_time: 13.0463685989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616029739
validation[          , genome  6942] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       848.09143, best error:       764.95154 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 171.4740905762s, input_fired_time: 1.9654493332, output_fired_time: 2.7301180363, propagate_forward_time: 65.6208419800, propagate_backward_time: 97.3080139160, weight_update_time: 0.1722235084, other_time: 3.8496627808
epoch time: 13.1777467728s, input_fired_time: 0.2538141012, output_fired_time: 0.0000000000, propagate_forward_time: 12.2366504669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872825623
validation[          , genome  6942] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       889.52631, best error:       764.95154 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 171.8220825195s, input_fired_time: 1.9667696953, output_fired_time: 1.7118997574, propagate_forward_time: 62.8103141785, propagate_backward_time: 101.4704589844, weight_update_time: 0.1727077961, other_time: 3.8626403809
epoch time: 13.6253910065s, input_fired_time: 0.2455467433, output_fired_time: 0.0000000000, propagate_forward_time: 12.7095460892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6702985764
validation[          , genome  6942] predictions:    9707/  10000 (97.07%), best:    9774/10000 (97.74%), error:       999.72131, best error:       764.95154 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 170.6492309570s, input_fired_time: 1.9851770401, output_fired_time: 1.7287213802, propagate_forward_time: 63.6490516663, propagate_backward_time: 99.3568191528, weight_update_time: 0.1738005579, other_time: 3.9294662476
epoch time: 14.3291454315s, input_fired_time: 0.2554858625, output_fired_time: 0.0000000000, propagate_forward_time: 13.3342103958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7394495010
validation[          , genome  6942] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       811.64111, best error:       764.95154 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 170.5017395020s, input_fired_time: 2.9820015430, output_fired_time: 1.7147878408, propagate_forward_time: 63.6490478516, propagate_backward_time: 97.2135391235, weight_update_time: 0.1737837791, other_time: 4.9423751831
epoch time: 14.2621507645s, input_fired_time: 0.2517786026, output_fired_time: 0.0000000000, propagate_forward_time: 13.3249149323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854572296
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       820.64746, best error:       764.95154 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 173.4248199463s, input_fired_time: 2.0251467228, output_fired_time: 2.6470050812, propagate_forward_time: 63.7612800598, propagate_backward_time: 101.0674362183, weight_update_time: 0.1726803631, other_time: 3.9239578247
epoch time: 13.0751409531s, input_fired_time: 0.2494759560, output_fired_time: 0.0000000000, propagate_forward_time: 12.1070604324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7186040878
validation[          , genome  6942] predictions:    9705/  10000 (97.05%), best:    9774/10000 (97.74%), error:       988.44568, best error:       764.95154 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 180.2371826172s, input_fired_time: 2.0692653656, output_fired_time: 1.8095149994, propagate_forward_time: 67.8089065552, propagate_backward_time: 102.5744552612, weight_update_time: 0.1737549752, other_time: 5.9750518799
epoch time: 14.2844667435s, input_fired_time: 0.2505813241, output_fired_time: 0.0000000000, propagate_forward_time: 13.3577117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761732101
validation[          , genome  6942] predictions:    9754/  10000 (97.54%), best:    9774/10000 (97.74%), error:       836.84930, best error:       764.95154 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.8433837891s, input_fired_time: 2.0434200764, output_fired_time: 1.7504634857, propagate_forward_time: 67.6851425171, propagate_backward_time: 101.4272918701, weight_update_time: 0.1728265285, other_time: 5.9370651245
epoch time: 14.4869384766s, input_fired_time: 0.2638777494, output_fired_time: 0.0000000000, propagate_forward_time: 13.5222368240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7008237839
validation[          , genome  6942] predictions:    9710/  10000 (97.10%), best:    9774/10000 (97.74%), error:       985.97064, best error:       764.95154 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 176.0017852783s, input_fired_time: 1.9847934246, output_fired_time: 1.7564980984, propagate_forward_time: 63.5160140991, propagate_backward_time: 104.8764953613, weight_update_time: 0.1724985689, other_time: 3.8679885864
epoch time: 12.9423303604s, input_fired_time: 0.2481862158, output_fired_time: 0.0000000000, propagate_forward_time: 12.0110263824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831178665
validation[          , genome  6942] predictions:    9695/  10000 (96.95%), best:    9774/10000 (97.74%), error:      1006.84717, best error:       764.95154 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 174.6721801758s, input_fired_time: 2.0128810406, output_fired_time: 2.7667272091, propagate_forward_time: 65.0162582397, propagate_backward_time: 100.9369201660, weight_update_time: 0.1922990084, other_time: 3.9393997192
epoch time: 14.2589416504s, input_fired_time: 0.2615843713, output_fired_time: 0.0000000000, propagate_forward_time: 13.2779989243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7193584442
validation[          , genome  6942] predictions:    9731/  10000 (97.31%), best:    9774/10000 (97.74%), error:       918.27325, best error:       764.95154 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 170.0427398682s, input_fired_time: 1.9606273174, output_fired_time: 1.7051377296, propagate_forward_time: 63.6133918762, propagate_backward_time: 98.9820632935, weight_update_time: 0.1707451046, other_time: 3.7815170288
epoch time: 14.2035579681s, input_fired_time: 1.2613332272, output_fired_time: 0.0000000000, propagate_forward_time: 12.2728729248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693515778
validation[          , genome  6942] predictions:    9705/  10000 (97.05%), best:    9774/10000 (97.74%), error:       967.70032, best error:       764.95154 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 173.4486083984s, input_fired_time: 2.0065543652, output_fired_time: 1.7201544046, propagate_forward_time: 64.5505065918, propagate_backward_time: 101.3786315918, weight_update_time: 0.1724209040, other_time: 3.7927551270
epoch time: 12.9192152023s, input_fired_time: 0.2497646958, output_fired_time: 0.0000000000, propagate_forward_time: 11.9822235107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872272491
validation[          , genome  6942] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       801.59888, best error:       764.95154 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 171.4437103271s, input_fired_time: 2.0004916191, output_fired_time: 1.7115345001, propagate_forward_time: 63.7262802124, propagate_backward_time: 100.0606765747, weight_update_time: 0.1727434397, other_time: 3.9447326660
epoch time: 14.2422752380s, input_fired_time: 0.2529192567, output_fired_time: 0.0000000000, propagate_forward_time: 13.3056278229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837282181
validation[          , genome  6942] predictions:    9703/  10000 (97.03%), best:    9774/10000 (97.74%), error:      1042.84912, best error:       764.95154 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 170.1333160400s, input_fired_time: 1.9781639576, output_fired_time: 1.6971923113, propagate_forward_time: 65.4028472900, propagate_backward_time: 97.1317749023, weight_update_time: 0.1716970354, other_time: 3.9233398438
epoch time: 14.2455024719s, input_fired_time: 0.2533322275, output_fired_time: 0.0000000000, propagate_forward_time: 13.2959918976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961784363
validation[          , genome  6942] predictions:    9723/  10000 (97.23%), best:    9774/10000 (97.74%), error:       903.56165, best error:       764.95154 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 170.3543701172s, input_fired_time: 1.9683609009, output_fired_time: 2.7131993771, propagate_forward_time: 64.6268310547, propagate_backward_time: 96.2456817627, weight_update_time: 0.1703638583, other_time: 4.8003082275
epoch time: 14.1743421555s, input_fired_time: 0.2538898587, output_fired_time: 0.0000000000, propagate_forward_time: 13.2486448288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718072891
validation[          , genome  6942] predictions:    9772/  10000 (97.72%), best:    9774/10000 (97.74%), error:       799.51013, best error:       764.95154 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 182.3338775635s, input_fired_time: 1.9863486290, output_fired_time: 1.7077987194, propagate_forward_time: 63.9982643127, propagate_backward_time: 109.8225555420, weight_update_time: 0.1716438085, other_time: 4.8189239502
epoch time: 12.9850063324s, input_fired_time: 0.2499049753, output_fired_time: 0.0000000000, propagate_forward_time: 12.0396747589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6954269409
validation[          , genome  6942] predictions:    9708/  10000 (97.08%), best:    9774/10000 (97.74%), error:       965.68506, best error:       764.95154 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 170.9141082764s, input_fired_time: 1.9739277363, output_fired_time: 2.7119309902, propagate_forward_time: 63.8119010925, propagate_backward_time: 98.6052017212, weight_update_time: 0.1711052358, other_time: 3.8111495972
epoch time: 14.2091531754s, input_fired_time: 0.2574455142, output_fired_time: 0.0000000000, propagate_forward_time: 13.2787036896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730041504
validation[          , genome  6942] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       842.67480, best error:       764.95154 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 170.5201416016s, input_fired_time: 1.9703164101, output_fired_time: 1.7000600100, propagate_forward_time: 62.7462768555, propagate_backward_time: 99.2991485596, weight_update_time: 0.1716458052, other_time: 4.8043365479
epoch time: 14.1494531631s, input_fired_time: 0.2533278763, output_fired_time: 0.0000000000, propagate_forward_time: 13.1991729736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969518661
validation[          , genome  6942] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       820.30536, best error:       764.95154 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 180.0469970703s, input_fired_time: 2.9405303001, output_fired_time: 2.7834565639, propagate_forward_time: 68.7968444824, propagate_backward_time: 101.7146911621, weight_update_time: 0.1765883863, other_time: 3.8114624023
epoch time: 14.1858787537s, input_fired_time: 0.2537196577, output_fired_time: 0.0000000000, propagate_forward_time: 13.2711668015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6609926224
validation[          , genome  6942] predictions:    9592/  10000 (95.92%), best:    9774/10000 (97.74%), error:      1278.14856, best error:       764.95154 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 171.0582885742s, input_fired_time: 2.9831678867, output_fired_time: 1.6983379126, propagate_forward_time: 61.8753929138, propagate_backward_time: 100.7842941284, weight_update_time: 0.1700060368, other_time: 3.7170944214
epoch time: 14.9034376144s, input_fired_time: 0.2640396357, output_fired_time: 0.0000000000, propagate_forward_time: 13.9800157547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593818665
validation[          , genome  6942] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       889.56396, best error:       764.95154 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 172.6642761230s, input_fired_time: 1.9841198921, output_fired_time: 1.7923429012, propagate_forward_time: 65.3599853516, propagate_backward_time: 99.7648391724, weight_update_time: 0.1714009196, other_time: 3.7629928589
epoch time: 12.9866542816s, input_fired_time: 0.2512987256, output_fired_time: 0.0000000000, propagate_forward_time: 12.0718908310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634645462
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       876.21655, best error:       764.95154 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.7138366699s, input_fired_time: 2.0583119392, output_fired_time: 1.7610934973, propagate_forward_time: 65.3177185059, propagate_backward_time: 102.7721252441, weight_update_time: 0.1774807274, other_time: 3.8045806885
epoch time: 14.0396986008s, input_fired_time: 0.2561631501, output_fired_time: 0.0000000000, propagate_forward_time: 13.1015834808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6819515228
validation[          , genome  6942] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       802.09454, best error:       764.95154 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 172.0526733398s, input_fired_time: 2.9884302616, output_fired_time: 1.7058871984, propagate_forward_time: 62.8589439392, propagate_backward_time: 100.7527084351, weight_update_time: 0.1708603948, other_time: 3.7466964722
epoch time: 12.2452812195s, input_fired_time: 0.2380022556, output_fired_time: 0.0000000000, propagate_forward_time: 11.3817243576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255550385
validation[          , genome  6942] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       850.10345, best error:       764.95154 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 172.4638061523s, input_fired_time: 1.9894695282, output_fired_time: 1.7077745199, propagate_forward_time: 64.1727905273, propagate_backward_time: 100.8845825195, weight_update_time: 0.1696962416, other_time: 3.7091827393
epoch time: 14.1625127792s, input_fired_time: 0.2471160144, output_fired_time: 0.0000000000, propagate_forward_time: 13.2685270309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468696594
validation[          , genome  6942] predictions:    9551/  10000 (95.51%), best:    9774/10000 (97.74%), error:      1446.64868, best error:       764.95154 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 175.4049072266s, input_fired_time: 1.9708765745, output_fired_time: 1.7434958220, propagate_forward_time: 65.6570968628, propagate_backward_time: 102.2712173462, weight_update_time: 0.1780914068, other_time: 3.7622222900
epoch time: 14.3510169983s, input_fired_time: 0.2484970540, output_fired_time: 0.0000000000, propagate_forward_time: 12.4341888428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6683311462
validation[          , genome  6942] predictions:    9662/  10000 (96.62%), best:    9774/10000 (97.74%), error:      1046.41345, best error:       764.95154 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 173.8779907227s, input_fired_time: 2.0006537437, output_fired_time: 1.7070697546, propagate_forward_time: 66.6887512207, propagate_backward_time: 99.6524505615, weight_update_time: 0.1703173518, other_time: 3.8290557861
epoch time: 12.8869705200s, input_fired_time: 0.2406085432, output_fired_time: 0.0000000000, propagate_forward_time: 12.0153350830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310272217
validation[          , genome  6942] predictions:    9680/  10000 (96.80%), best:    9774/10000 (97.74%), error:      1025.49744, best error:       764.95154 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 196.2635192871s, input_fired_time: 2.2460553646, output_fired_time: 1.9510022402, propagate_forward_time: 72.5274047852, propagate_backward_time: 115.5010147095, weight_update_time: 0.1894116998, other_time: 4.0380477905
epoch time: 14.6232595444s, input_fired_time: 0.2658379376, output_fired_time: 0.0000000000, propagate_forward_time: 13.6917448044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6656770706
validation[          , genome  6942] predictions:    9670/  10000 (96.70%), best:    9774/10000 (97.74%), error:      1090.89050, best error:       764.95154 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 176.9544677734s, input_fired_time: 1.9517567158, output_fired_time: 1.7309198380, propagate_forward_time: 65.9780197144, propagate_backward_time: 103.6057739258, weight_update_time: 0.1768657118, other_time: 3.6879959106
epoch time: 14.1799917221s, input_fired_time: 0.2479897439, output_fired_time: 0.0000000000, propagate_forward_time: 13.2865552902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454467773
validation[          , genome  6942] predictions:    9705/  10000 (97.05%), best:    9774/10000 (97.74%), error:       969.19171, best error:       764.95154 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 171.7339019775s, input_fired_time: 1.9577661753, output_fired_time: 1.6983441114, propagate_forward_time: 64.3309249878, propagate_backward_time: 100.0691070557, weight_update_time: 0.1702969819, other_time: 3.6777572632
epoch time: 14.0152215958s, input_fired_time: 0.2455120534, output_fired_time: 0.0000000000, propagate_forward_time: 13.1215620041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481475830
validation[          , genome  6942] predictions:    9731/  10000 (97.31%), best:    9774/10000 (97.74%), error:       901.56543, best error:       764.95154 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 177.4102783203s, input_fired_time: 3.0002424717, output_fired_time: 2.6481440067, propagate_forward_time: 64.1939926147, propagate_backward_time: 103.7866363525, weight_update_time: 0.1741093248, other_time: 3.7812576294
epoch time: 12.9689798355s, input_fired_time: 0.2418658435, output_fired_time: 0.0000000000, propagate_forward_time: 12.0793409348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477727890
validation[          , genome  6942] predictions:    9712/  10000 (97.12%), best:    9774/10000 (97.74%), error:       934.95496, best error:       764.95154 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 188.1420745850s, input_fired_time: 2.0895123482, output_fired_time: 1.7880746126, propagate_forward_time: 70.8996429443, propagate_backward_time: 109.4362792969, weight_update_time: 0.1689369082, other_time: 3.9285736084
epoch time: 14.2842559814s, input_fired_time: 0.2428828776, output_fired_time: 0.0000000000, propagate_forward_time: 13.4063777924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349954605
validation[          , genome  6942] predictions:    9709/  10000 (97.09%), best:    9774/10000 (97.74%), error:       962.40869, best error:       764.95154 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 176.9979400635s, input_fired_time: 2.0114161968, output_fired_time: 1.7529438734, propagate_forward_time: 66.2236022949, propagate_backward_time: 103.2790222168, weight_update_time: 0.1710485965, other_time: 3.7309570313
epoch time: 14.1343421936s, input_fired_time: 0.2496948540, output_fired_time: 0.0000000000, propagate_forward_time: 13.2363204956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483268738
validation[          , genome  6942] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       950.81860, best error:       764.95154 on epoch:    58, 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: 79.2867050171s, input_fired_time: 1.4207222462, output_fired_time: 0.0000000000, propagate_forward_time: 74.0507965088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8151855469
best training[          , genome  6942] predictions:   49474/  50000 (98.95%), best:    9774/10000 (97.74%), error:      1904.40076, best error:       764.95154 on epoch:    58, 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: 14.3670959473s, input_fired_time: 0.2495848686, output_fired_time: 0.0000000000, propagate_forward_time: 13.4657630920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517477036
   testing[          , genome  6942] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       758.05695, best error:       764.95154 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:56:37 (11132): called boinc_finish(0)

</stderr_txt>
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