Nameexact_genome_1512568488_43_6060_0
Workunit2601566
Created7 Dec 2017, 17:46:31 UTC
Sent7 Dec 2017, 17:51:52 UTC
Report deadline17 Dec 2017, 23:05:24 UTC
Received8 Dec 2017, 15:54:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time5 hours 1 min 30 sec
CPU time5 hours 0 min 59 sec
Validate stateValid
Credit2,554.43
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.75 MB
Peak swap size152.90 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
33, weight_update_time: 0.1497641653, other_time: 3.0777587891
epoch time: 13.8988056183s, input_fired_time: 0.1739828289, output_fired_time: 0.0000000000, propagate_forward_time: 13.1761331558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486898422
validation[          , genome  6060] predictions:    9579/  10000 (95.79%), best:    9689/10000 (96.89%), error:      1297.66187, best error:      1052.44543 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 162.8582000732s, input_fired_time: 1.4768904448, output_fired_time: 1.0475530624, propagate_forward_time: 64.2939529419, propagate_backward_time: 93.0097961426, weight_update_time: 0.1469442099, other_time: 3.0300216675
epoch time: 13.8885688782s, input_fired_time: 0.1744293272, output_fired_time: 0.0000000000, propagate_forward_time: 13.1683473587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457925797
validation[          , genome  6060] predictions:    9636/  10000 (96.36%), best:    9689/10000 (96.89%), error:      1147.40222, best error:      1052.44543 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 156.5337066650s, input_fired_time: 1.4592896700, output_fired_time: 1.0320631266, propagate_forward_time: 61.7605705261, propagate_backward_time: 89.2967071533, weight_update_time: 0.1422759742, other_time: 2.9850769043
epoch time: 13.9123697281s, input_fired_time: 0.1728682220, output_fired_time: 0.0000000000, propagate_forward_time: 13.1957292557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437726974
validation[          , genome  6060] predictions:    9624/  10000 (96.24%), best:    9689/10000 (96.89%), error:      1261.42493, best error:      1052.44543 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.8618316650s, input_fired_time: 1.4281145334, output_fired_time: 0.9991644025, propagate_forward_time: 59.9886207581, propagate_backward_time: 86.5337295532, weight_update_time: 0.1395135224, other_time: 2.9122085571
epoch time: 13.3421945572s, input_fired_time: 0.1684469581, output_fired_time: 0.0000000000, propagate_forward_time: 12.6399593353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337886810
validation[          , genome  6060] predictions:    9626/  10000 (96.26%), best:    9689/10000 (96.89%), error:      1166.78870, best error:      1052.44543 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.3493194580s, input_fired_time: 1.5034022331, output_fired_time: 1.0775682926, propagate_forward_time: 65.5962524414, propagate_backward_time: 95.1368179321, weight_update_time: 0.1504505426, other_time: 3.0352706909
epoch time: 13.8960447311s, input_fired_time: 0.1744745970, output_fired_time: 0.0000000000, propagate_forward_time: 13.1719932556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495767593
validation[          , genome  6060] predictions:    9675/  10000 (96.75%), best:    9689/10000 (96.89%), error:      1069.69141, best error:      1052.44543 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 161.5920410156s, input_fired_time: 1.4861522913, output_fired_time: 1.0483250618, propagate_forward_time: 63.6990356445, propagate_backward_time: 92.3316421509, weight_update_time: 0.1466974318, other_time: 3.0268936157
epoch time: 13.5311317444s, input_fired_time: 0.1735426337, output_fired_time: 0.0000000000, propagate_forward_time: 12.8153419495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422468185
validation[          , genome  6060] predictions:    9653/  10000 (96.53%), best:    9689/10000 (96.89%), error:      1109.99146, best error:      1052.44543 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 166.3984069824s, input_fired_time: 1.5008838177, output_fired_time: 1.0745054483, propagate_forward_time: 65.6074142456, propagate_backward_time: 95.1746902466, weight_update_time: 0.1496463418, other_time: 3.0409088135
epoch time: 13.8682003021s, input_fired_time: 0.1746515781, output_fired_time: 0.0000000000, propagate_forward_time: 13.1503620148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431871414
validation[          , genome  6060] predictions:    9679/  10000 (96.79%), best:    9689/10000 (96.89%), error:      1070.12219, best error:      1052.44543 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 166.6335296631s, input_fired_time: 1.5040050745, output_fired_time: 1.0738714933, propagate_forward_time: 65.7185058594, propagate_backward_time: 95.3087158203, weight_update_time: 0.1494527012, other_time: 3.0284423828
epoch time: 13.8776941299s, input_fired_time: 0.1736559421, output_fired_time: 0.0000000000, propagate_forward_time: 13.1573038101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467348099
validation[          , genome  6060] predictions:    9666/  10000 (96.66%), best:    9689/10000 (96.89%), error:      1069.71204, best error:      1052.44543 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 166.7705841064s, input_fired_time: 1.5066578388, output_fired_time: 1.0753645897, propagate_forward_time: 65.7844772339, propagate_backward_time: 95.3627853394, weight_update_time: 0.1494141668, other_time: 3.0413055420
epoch time: 13.8773508072s, input_fired_time: 0.1742452383, output_fired_time: 0.0000000000, propagate_forward_time: 13.1602811813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428247452
validation[          , genome  6060] predictions:    9632/  10000 (96.32%), best:    9689/10000 (96.89%), error:      1172.73315, best error:      1052.44543 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 165.5716094971s, input_fired_time: 1.4939738512, output_fired_time: 1.0616505146, propagate_forward_time: 65.3671493530, propagate_backward_time: 94.6366348267, weight_update_time: 0.1477366686, other_time: 3.0122070312
epoch time: 13.8917226791s, input_fired_time: 0.1723086387, output_fired_time: 0.0000000000, propagate_forward_time: 13.1861801147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332336426
validation[          , genome  6060] predictions:    9673/  10000 (96.73%), best:    9689/10000 (96.89%), error:      1098.24280, best error:      1052.44543 on epoch:    11, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 167.4235534668s, input_fired_time: 1.5056209564, output_fired_time: 1.0818326473, propagate_forward_time: 66.0373306274, propagate_backward_time: 95.8061828613, weight_update_time: 0.1496211439, other_time: 2.9925918579
epoch time: 13.9121093750s, input_fired_time: 0.1717374921, output_fired_time: 0.0000000000, propagate_forward_time: 13.2024412155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379304886
validation[          , genome  6060] predictions:    9653/  10000 (96.53%), best:    9689/10000 (96.89%), error:      1115.55847, best error:      1052.44543 on epoch:    11, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 152.5462036133s, input_fired_time: 1.4271888733, output_fired_time: 1.0000996590, propagate_forward_time: 60.2079238892, propagate_backward_time: 87.0444259644, weight_update_time: 0.1391839087, other_time: 2.8665618896
epoch time: 12.8160419464s, input_fired_time: 0.1646215916, output_fired_time: 0.0000000000, propagate_forward_time: 12.1426076889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088129044
validation[          , genome  6060] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       937.86877, best error:       937.86877 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 164.3663635254s, input_fired_time: 1.4916094542, output_fired_time: 1.0689703226, propagate_forward_time: 64.8660278320, propagate_backward_time: 93.9611816406, weight_update_time: 0.1476379484, other_time: 2.9785766602
epoch time: 13.9003219604s, input_fired_time: 0.1752185374, output_fired_time: 0.0000000000, propagate_forward_time: 13.1806344986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444688797
validation[          , genome  6060] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       921.66223, best error:       921.66223 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 167.2185974121s, input_fired_time: 1.5134488344, output_fired_time: 1.0867524147, propagate_forward_time: 65.8669738770, propagate_backward_time: 95.7214965820, weight_update_time: 0.1527981311, other_time: 3.0299377441
epoch time: 13.8677091599s, input_fired_time: 0.1732911766, output_fired_time: 0.0000000000, propagate_forward_time: 13.1603794098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340385437
validation[          , genome  6060] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       922.69934, best error:       921.66223 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 161.6822662354s, input_fired_time: 1.4746267796, output_fired_time: 1.0453121662, propagate_forward_time: 63.7900810242, propagate_backward_time: 92.4334259033, weight_update_time: 0.1464263350, other_time: 2.9388122559
epoch time: 13.8066339493s, input_fired_time: 0.1723259091, output_fired_time: 0.0000000000, propagate_forward_time: 13.1033697128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309381485
validation[          , genome  6060] predictions:    9598/  10000 (95.98%), best:    9730/10000 (97.30%), error:      1300.34485, best error:       921.66223 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 160.7585144043s, input_fired_time: 1.4710383415, output_fired_time: 1.0458922386, propagate_forward_time: 63.3608283997, propagate_backward_time: 91.9101333618, weight_update_time: 0.1454587877, other_time: 2.9706192017
epoch time: 13.8657608032s, input_fired_time: 0.1748809218, output_fired_time: 0.0000000000, propagate_forward_time: 13.1587038040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321760178
validation[          , genome  6060] predictions:    9687/  10000 (96.87%), best:    9730/10000 (97.30%), error:      1055.20105, best error:       921.66223 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 164.7222900391s, input_fired_time: 1.4974088669, output_fired_time: 1.0666356087, propagate_forward_time: 64.9825363159, propagate_backward_time: 94.1935424805, weight_update_time: 0.1485152394, other_time: 2.9821701050
epoch time: 13.8637390137s, input_fired_time: 0.1732962132, output_fired_time: 0.0000000000, propagate_forward_time: 13.1574335098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330095291
validation[          , genome  6060] predictions:    9671/  10000 (96.71%), best:    9730/10000 (97.30%), error:      1076.37927, best error:       921.66223 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 166.4468688965s, input_fired_time: 1.5034782887, output_fired_time: 1.0743876696, propagate_forward_time: 65.7809600830, propagate_backward_time: 95.0586700439, weight_update_time: 0.1517446041, other_time: 3.0293731689
epoch time: 13.8880748749s, input_fired_time: 0.1738129109, output_fired_time: 0.0000000000, propagate_forward_time: 13.1784353256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358266830
validation[          , genome  6060] predictions:    9651/  10000 (96.51%), best:    9730/10000 (97.30%), error:      1107.56848, best error:       921.66223 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.0468292236s, input_fired_time: 1.5088832378, output_fired_time: 1.0681165457, propagate_forward_time: 65.5832214355, propagate_backward_time: 94.8545303345, weight_update_time: 0.1495347470, other_time: 3.0320816040
epoch time: 13.9567642212s, input_fired_time: 0.1745681167, output_fired_time: 0.0000000000, propagate_forward_time: 13.2464132309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357828140
validation[          , genome  6060] predictions:    9691/  10000 (96.91%), best:    9730/10000 (97.30%), error:      1005.36023, best error:       921.66223 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 167.1460113525s, input_fired_time: 1.5089712143, output_fired_time: 1.0776576996, propagate_forward_time: 65.9833450317, propagate_backward_time: 95.5755310059, weight_update_time: 0.1496896893, other_time: 3.0005111694
epoch time: 13.9035806656s, input_fired_time: 0.1743723154, output_fired_time: 0.0000000000, propagate_forward_time: 13.1949834824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342245102
validation[          , genome  6060] predictions:    9607/  10000 (96.07%), best:    9730/10000 (97.30%), error:      1232.80164, best error:       921.66223 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 166.9909667969s, input_fired_time: 1.5043809414, output_fired_time: 1.0684598684, propagate_forward_time: 65.9763412476, propagate_backward_time: 95.4552841187, weight_update_time: 0.1500089914, other_time: 2.9864959717
epoch time: 13.9013900757s, input_fired_time: 0.1756778806, output_fired_time: 0.0000000000, propagate_forward_time: 13.1909322739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347795486
validation[          , genome  6060] predictions:    9694/  10000 (96.94%), best:    9730/10000 (97.30%), error:      1054.85352, best error:       921.66223 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 167.5981445312s, input_fired_time: 1.5110869408, output_fired_time: 1.0811485052, propagate_forward_time: 66.2121887207, propagate_backward_time: 95.7719726562, weight_update_time: 0.1494215131, other_time: 3.0217437744
epoch time: 13.8699913025s, input_fired_time: 0.1749691516, output_fired_time: 0.0000000000, propagate_forward_time: 13.1557140350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393085480
validation[          , genome  6060] predictions:    9662/  10000 (96.62%), best:    9730/10000 (97.30%), error:      1084.51697, best error:       921.66223 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.4762115479s, input_fired_time: 1.5023883581, output_fired_time: 1.0628997087, propagate_forward_time: 64.9153976440, propagate_backward_time: 93.9872894287, weight_update_time: 0.1494923085, other_time: 3.0082321167
epoch time: 13.8871917725s, input_fired_time: 0.1751809418, output_fired_time: 0.0000000000, propagate_forward_time: 13.1676235199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443868637
validation[          , genome  6060] predictions:    9663/  10000 (96.63%), best:    9730/10000 (97.30%), error:      1067.36646, best error:       921.66223 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 167.9285125732s, input_fired_time: 1.5202530622, output_fired_time: 1.0778365135, propagate_forward_time: 66.2345046997, propagate_backward_time: 96.0576477051, weight_update_time: 0.1515374035, other_time: 3.0382766724
epoch time: 13.8712091446s, input_fired_time: 0.1784654856, output_fired_time: 0.0000000000, propagate_forward_time: 13.1360139847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567293167
validation[          , genome  6060] predictions:    9673/  10000 (96.73%), best:    9730/10000 (97.30%), error:      1042.24341, best error:       921.66223 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 166.7787628174s, input_fired_time: 1.5071992874, output_fired_time: 1.0708355904, propagate_forward_time: 65.7461547852, propagate_backward_time: 95.4406127930, weight_update_time: 0.1493681818, other_time: 3.0139617920
epoch time: 13.9986143112s, input_fired_time: 0.1777460277, output_fired_time: 0.0000000000, propagate_forward_time: 13.2778854370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429830551
validation[          , genome  6060] predictions:    9731/  10000 (97.31%), best:    9730/10000 (97.30%), error:       945.43011, best error:       921.66223 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 167.4044799805s, input_fired_time: 1.5238301754, output_fired_time: 1.0769103765, propagate_forward_time: 66.1388397217, propagate_backward_time: 95.6625289917, weight_update_time: 0.1492412388, other_time: 3.0023727417
epoch time: 13.9301528931s, input_fired_time: 0.1768242121, output_fired_time: 0.0000000000, propagate_forward_time: 13.2078742981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454540253
validation[          , genome  6060] predictions:    9699/  10000 (96.99%), best:    9730/10000 (97.30%), error:       958.86060, best error:       921.66223 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 164.2191009521s, input_fired_time: 1.5087307692, output_fired_time: 1.0630053282, propagate_forward_time: 64.9120635986, propagate_backward_time: 93.7401580811, weight_update_time: 0.1473103464, other_time: 2.9951477051
epoch time: 14.1126031876s, input_fired_time: 0.1785250008, output_fired_time: 0.0000000000, propagate_forward_time: 13.3894853592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445928574
validation[          , genome  6060] predictions:    9710/  10000 (97.10%), best:    9730/10000 (97.30%), error:      1019.49042, best error:       921.66223 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 167.3817749023s, input_fired_time: 1.5132379532, output_fired_time: 1.0858476162, propagate_forward_time: 66.0030441284, propagate_backward_time: 95.7855453491, weight_update_time: 0.1500683576, other_time: 2.9940948486
epoch time: 13.8560428619s, input_fired_time: 0.1741520464, output_fired_time: 0.0000000000, propagate_forward_time: 13.1498899460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320005417
validation[          , genome  6060] predictions:    9699/  10000 (96.99%), best:    9730/10000 (97.30%), error:       955.44775, best error:       921.66223 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 166.8088531494s, input_fired_time: 1.5078074932, output_fired_time: 1.0795938969, propagate_forward_time: 65.7714767456, propagate_backward_time: 95.4657592773, weight_update_time: 0.1499350220, other_time: 2.9842147827
epoch time: 13.9035110474s, input_fired_time: 0.1751049310, output_fired_time: 0.0000000000, propagate_forward_time: 13.1937036514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347023010
validation[          , genome  6060] predictions:    9706/  10000 (97.06%), best:    9730/10000 (97.30%), error:      1012.89838, best error:       921.66223 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 163.0548706055s, input_fired_time: 1.4903539419, output_fired_time: 1.0586680174, propagate_forward_time: 64.2929382324, propagate_backward_time: 93.2534255981, weight_update_time: 0.1473822296, other_time: 2.9594802856
epoch time: 13.8189735413s, input_fired_time: 0.1753319055, output_fired_time: 0.0000000000, propagate_forward_time: 13.1101694107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334720612
validation[          , genome  6060] predictions:    9660/  10000 (96.60%), best:    9730/10000 (97.30%), error:      1083.24146, best error:       921.66223 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 154.2142028809s, input_fired_time: 1.4490357637, output_fired_time: 1.0110723972, propagate_forward_time: 60.8238677979, propagate_backward_time: 88.0287933350, weight_update_time: 0.1401997507, other_time: 2.9014282227
epoch time: 13.8753128052s, input_fired_time: 0.1740943044, output_fired_time: 0.0000000000, propagate_forward_time: 13.1644306183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367879868
validation[          , genome  6060] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:       994.42957, best error:       921.66223 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 166.1382293701s, input_fired_time: 1.4957624674, output_fired_time: 1.0644607544, propagate_forward_time: 65.6724472046, propagate_backward_time: 94.9472961426, weight_update_time: 0.1479303092, other_time: 2.9582595825
epoch time: 13.7514333725s, input_fired_time: 0.1730948240, output_fired_time: 0.0000000000, propagate_forward_time: 13.0541286469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242099762
validation[          , genome  6060] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1023.03424, best error:       921.66223 on epoch:    26, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 162.1804199219s, input_fired_time: 1.4813194275, output_fired_time: 1.0415445566, propagate_forward_time: 64.0566635132, propagate_backward_time: 92.6812286377, weight_update_time: 0.1450831145, other_time: 2.9196548462
epoch time: 13.8839235306s, input_fired_time: 0.1754451543, output_fired_time: 0.0000000000, propagate_forward_time: 13.1751947403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332832336
validation[          , genome  6060] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:      1065.90723, best error:       921.66223 on epoch:    26, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 162.9770202637s, input_fired_time: 1.4896093607, output_fired_time: 1.0549002886, propagate_forward_time: 64.3016433716, propagate_backward_time: 93.1741104126, weight_update_time: 0.1461941749, other_time: 2.9567565918
epoch time: 13.8527107239s, input_fired_time: 0.1734952331, output_fired_time: 0.0000000000, propagate_forward_time: 13.1512422562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279731750
validation[          , genome  6060] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:      1031.68408, best error:       921.66223 on epoch:    26, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 166.7380218506s, input_fired_time: 1.5146857500, output_fired_time: 1.0799893141, propagate_forward_time: 65.7650222778, propagate_backward_time: 95.4097595215, weight_update_time: 0.1490089595, other_time: 2.9685745239
epoch time: 13.9149703979s, input_fired_time: 0.1756847650, output_fired_time: 0.0000000000, propagate_forward_time: 13.2034187317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358667374
validation[          , genome  6060] predictions:    9729/  10000 (97.29%), best:    9730/10000 (97.30%), error:       929.55841, best error:       921.66223 on epoch:    26, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 162.1712951660s, input_fired_time: 1.4867091179, output_fired_time: 1.0461242199, propagate_forward_time: 64.0021286011, propagate_backward_time: 92.6852340698, weight_update_time: 0.1446551681, other_time: 2.9510955811
epoch time: 13.8827028275s, input_fired_time: 0.1735848188, output_fired_time: 0.0000000000, propagate_forward_time: 13.1771240234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319938660
validation[          , genome  6060] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       911.51642, best error:       911.51642 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 164.8639221191s, input_fired_time: 1.4984250069, output_fired_time: 1.0632791519, propagate_forward_time: 65.0173110962, propagate_backward_time: 94.3358993530, weight_update_time: 0.1472187191, other_time: 2.9490051270
epoch time: 13.8684024811s, input_fired_time: 0.1745762527, output_fired_time: 0.0000000000, propagate_forward_time: 13.1629943848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308322906
validation[          , genome  6060] predictions:    9669/  10000 (96.69%), best:    9735/10000 (97.35%), error:      1101.77942, best error:       911.51642 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 166.2690734863s, input_fired_time: 1.5055439472, output_fired_time: 1.0688132048, propagate_forward_time: 65.6478729248, propagate_backward_time: 95.0856628418, weight_update_time: 0.1473474056, other_time: 2.9611816406
epoch time: 13.8192682266s, input_fired_time: 0.1749025434, output_fired_time: 0.0000000000, propagate_forward_time: 13.1169900894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273752213
validation[          , genome  6060] predictions:    9571/  10000 (95.71%), best:    9735/10000 (97.35%), error:      1349.10254, best error:       911.51642 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 166.7946166992s, input_fired_time: 1.5177922249, output_fired_time: 1.0784887075, propagate_forward_time: 65.8344573975, propagate_backward_time: 95.3737792969, weight_update_time: 0.1492512524, other_time: 2.9900970459
epoch time: 13.9145011902s, input_fired_time: 0.1778091639, output_fired_time: 0.0000000000, propagate_forward_time: 13.2003221512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363702774
validation[          , genome  6060] predictions:    9725/  10000 (97.25%), best:    9735/10000 (97.35%), error:       947.63812, best error:       911.51642 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.7121276855s, input_fired_time: 1.5182874203, output_fired_time: 1.0669212341, propagate_forward_time: 66.2699050903, propagate_backward_time: 95.8702621460, weight_update_time: 0.1495658755, other_time: 2.9867553711
epoch time: 13.9266939163s, input_fired_time: 0.1771345139, output_fired_time: 0.0000000000, propagate_forward_time: 13.2101049423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394544601
validation[          , genome  6060] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       885.28314, best error:       885.28314 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 166.9097747803s, input_fired_time: 1.5191171169, output_fired_time: 1.0666066408, propagate_forward_time: 65.9394607544, propagate_backward_time: 95.3755035400, weight_update_time: 0.1498517096, other_time: 3.0090866089
epoch time: 13.4385700226s, input_fired_time: 0.1751101166, output_fired_time: 0.0000000000, propagate_forward_time: 12.7358551025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276050568
validation[          , genome  6060] predictions:    9634/  10000 (96.34%), best:    9733/10000 (97.33%), error:      1241.59766, best error:       885.28314 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 166.5516815186s, input_fired_time: 1.5144268274, output_fired_time: 1.0699431896, propagate_forward_time: 65.6968917847, propagate_backward_time: 95.2780990601, weight_update_time: 0.1493499130, other_time: 2.9923248291
epoch time: 13.9030246735s, input_fired_time: 0.1765801311, output_fired_time: 0.0000000000, propagate_forward_time: 13.1954460144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309982300
validation[          , genome  6060] predictions:    9622/  10000 (96.22%), best:    9733/10000 (97.33%), error:      1178.80261, best error:       885.28314 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 167.9152374268s, input_fired_time: 1.5248301029, output_fired_time: 1.0779080391, propagate_forward_time: 66.3280258179, propagate_backward_time: 95.9780349731, weight_update_time: 0.1493412405, other_time: 3.0064392090
epoch time: 13.9346437454s, input_fired_time: 0.1799214184, output_fired_time: 0.0000000000, propagate_forward_time: 13.2173089981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374135971
validation[          , genome  6060] predictions:    9666/  10000 (96.66%), best:    9733/10000 (97.33%), error:      1122.45215, best error:       885.28314 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 166.2771911621s, input_fired_time: 1.5197033882, output_fired_time: 1.0717151165, propagate_forward_time: 65.6172485352, propagate_backward_time: 95.0709533691, weight_update_time: 0.1483860463, other_time: 2.9975738525
epoch time: 13.9019327164s, input_fired_time: 0.1779210865, output_fired_time: 0.0000000000, propagate_forward_time: 13.1872949600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367164612
validation[          , genome  6060] predictions:    9650/  10000 (96.50%), best:    9733/10000 (97.33%), error:      1167.22351, best error:       885.28314 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 165.6662445068s, input_fired_time: 1.5087604523, output_fired_time: 1.0664274693, propagate_forward_time: 65.3871765137, propagate_backward_time: 94.7139129639, weight_update_time: 0.1492300034, other_time: 2.9899749756
epoch time: 13.8648471832s, input_fired_time: 0.1748402715, output_fired_time: 0.0000000000, propagate_forward_time: 13.1622734070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277338028
validation[          , genome  6060] predictions:    9716/  10000 (97.16%), best:    9733/10000 (97.33%), error:       952.87988, best error:       885.28314 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 166.2839813232s, input_fired_time: 1.5082112551, output_fired_time: 1.0642409325, propagate_forward_time: 65.7170791626, propagate_backward_time: 95.0285720825, weight_update_time: 0.1472929269, other_time: 2.9658813477
epoch time: 13.6499452591s, input_fired_time: 0.1747196466, output_fired_time: 0.0000000000, propagate_forward_time: 12.9492845535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259408951
validation[          , genome  6060] predictions:    9689/  10000 (96.89%), best:    9733/10000 (97.33%), error:      1060.20056, best error:       885.28314 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 164.4124603271s, input_fired_time: 1.5015009642, output_fired_time: 1.0531232357, propagate_forward_time: 64.7677230835, propagate_backward_time: 94.1138992310, weight_update_time: 0.1473717093, other_time: 2.9762268066
epoch time: 13.8214006424s, input_fired_time: 0.1760140061, output_fired_time: 0.0000000000, propagate_forward_time: 13.1141004562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312862396
validation[          , genome  6060] predictions:    9679/  10000 (96.79%), best:    9733/10000 (97.33%), error:      1085.72900, best error:       885.28314 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 162.3750152588s, input_fired_time: 1.4924095869, output_fired_time: 1.0490698814, propagate_forward_time: 64.0428390503, propagate_backward_time: 92.8302383423, weight_update_time: 0.1461513638, other_time: 2.9604492188
epoch time: 13.1611461639s, input_fired_time: 0.1709216386, output_fired_time: 0.0000000000, propagate_forward_time: 12.4679584503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222663879
validation[          , genome  6060] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       884.38043, best error:       884.38043 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 161.0730590820s, input_fired_time: 1.4861166477, output_fired_time: 1.0404540300, propagate_forward_time: 63.5913848877, propagate_backward_time: 92.0141143799, weight_update_time: 0.1446851939, other_time: 2.9409942627
epoch time: 13.6883411407s, input_fired_time: 0.1758459508, output_fired_time: 0.0000000000, propagate_forward_time: 12.9827108383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297842026
validation[          , genome  6060] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       966.55280, best error:       884.38043 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 163.6741027832s, input_fired_time: 1.5039913654, output_fired_time: 1.0599657297, propagate_forward_time: 64.5899124146, propagate_backward_time: 93.5671081543, weight_update_time: 0.1475358009, other_time: 2.9531173706
epoch time: 13.9256248474s, input_fired_time: 0.1785082817, output_fired_time: 0.0000000000, propagate_forward_time: 13.2088565826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382595062
validation[          , genome  6060] predictions:    9733/  10000 (97.33%), best:    9745/10000 (97.45%), error:       928.00708, best error:       884.38043 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 166.8560485840s, input_fired_time: 1.5203886032, output_fired_time: 1.0794734955, propagate_forward_time: 65.8664855957, propagate_backward_time: 95.4083557129, weight_update_time: 0.1489390880, other_time: 2.9813537598
epoch time: 13.9096965790s, input_fired_time: 0.1753280610, output_fired_time: 0.0000000000, propagate_forward_time: 13.1958694458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384988785
validation[          , genome  6060] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       906.47369, best error:       884.38043 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 161.4904479980s, input_fired_time: 1.4896111488, output_fired_time: 1.0480642319, propagate_forward_time: 63.7944259644, propagate_backward_time: 92.2084732056, weight_update_time: 0.1457463950, other_time: 2.9498748779
epoch time: 13.8643550873s, input_fired_time: 0.1788509786, output_fired_time: 0.0000000000, propagate_forward_time: 13.1533088684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321950912
validation[          , genome  6060] predictions:    9698/  10000 (96.98%), best:    9745/10000 (97.45%), error:       998.66040, best error:       884.38043 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 166.7658538818s, input_fired_time: 1.5129152536, output_fired_time: 1.0649584532, propagate_forward_time: 65.8949890137, propagate_backward_time: 95.3069000244, weight_update_time: 0.1480714083, other_time: 2.9860992432
epoch time: 13.8979244232s, input_fired_time: 0.1776521057, output_fired_time: 0.0000000000, propagate_forward_time: 13.1788921356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413799286
validation[          , genome  6060] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       974.81415, best error:       884.38043 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 166.2332916260s, input_fired_time: 1.5190436840, output_fired_time: 1.0721249580, propagate_forward_time: 65.6299285889, propagate_backward_time: 95.0108184814, weight_update_time: 0.1485437304, other_time: 3.0013732910
epoch time: 13.8126993179s, input_fired_time: 0.1778495312, output_fired_time: 0.0000000000, propagate_forward_time: 13.1101617813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246877670
validation[          , genome  6060] predictions:    9712/  10000 (97.12%), best:    9745/10000 (97.45%), error:       993.69464, best error:       884.38043 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 166.3852691650s, input_fired_time: 1.5166473389, output_fired_time: 1.0642933846, propagate_forward_time: 65.7332611084, propagate_backward_time: 95.0805130005, weight_update_time: 0.1488415897, other_time: 2.9905471802
epoch time: 13.8299722672s, input_fired_time: 0.1779878736, output_fired_time: 0.0000000000, propagate_forward_time: 13.1195087433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324754715
validation[          , genome  6060] predictions:    9667/  10000 (96.67%), best:    9745/10000 (97.45%), error:      1081.05603, best error:       884.38043 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 157.4356689453s, input_fired_time: 1.4744553566, output_fired_time: 1.0293185711, propagate_forward_time: 62.1262168884, propagate_backward_time: 89.9016113281, weight_update_time: 0.1420428753, other_time: 2.9040679932
epoch time: 13.9003562927s, input_fired_time: 0.1770012379, output_fired_time: 0.0000000000, propagate_forward_time: 13.1878480911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355072021
validation[          , genome  6060] predictions:    9726/  10000 (97.26%), best:    9745/10000 (97.45%), error:       895.98822, best error:       884.38043 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 166.8927612305s, input_fired_time: 1.5215721130, output_fired_time: 1.0726628304, propagate_forward_time: 65.8119125366, propagate_backward_time: 95.5110244751, weight_update_time: 0.1488242149, other_time: 2.9755859375
epoch time: 13.8847675323s, input_fired_time: 0.1780145019, output_fired_time: 0.0000000000, propagate_forward_time: 13.1689729691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377798080
validation[          , genome  6060] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       854.46680, best error:       854.46680 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 164.2967834473s, input_fired_time: 1.5092855692, output_fired_time: 1.0630073547, propagate_forward_time: 64.7766647339, propagate_backward_time: 93.9938812256, weight_update_time: 0.1464662850, other_time: 2.9539413452
epoch time: 13.9318351746s, input_fired_time: 0.1801526695, output_fired_time: 0.0000000000, propagate_forward_time: 13.2094974518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421848297
validation[          , genome  6060] predictions:    9613/  10000 (96.13%), best:    9748/10000 (97.48%), error:      1243.72351, best error:       854.46680 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 167.2712402344s, input_fired_time: 1.5262651443, output_fired_time: 1.0740150213, propagate_forward_time: 65.9889831543, propagate_backward_time: 95.6955413818, weight_update_time: 0.1499686837, other_time: 2.9864349365
epoch time: 13.9225664139s, input_fired_time: 0.1813392788, output_fired_time: 0.0000000000, propagate_forward_time: 13.1903295517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508975983
validation[          , genome  6060] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       921.06940, best error:       854.46680 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 167.2697601318s, input_fired_time: 1.5276011229, output_fired_time: 1.0814602375, propagate_forward_time: 65.8875503540, propagate_backward_time: 95.7788467407, weight_update_time: 0.1498067230, other_time: 2.9942932129
epoch time: 13.9162454605s, input_fired_time: 0.1786492318, output_fired_time: 0.0000000000, propagate_forward_time: 13.1979780197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396184921
validation[          , genome  6060] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       947.06030, best error:       854.46680 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 167.3263397217s, input_fired_time: 1.5313240290, output_fired_time: 1.0778102875, propagate_forward_time: 65.9881057739, propagate_backward_time: 95.7248840332, weight_update_time: 0.1498274356, other_time: 3.0042190552
epoch time: 13.9081935883s, input_fired_time: 0.1814565659, output_fired_time: 0.0000000000, propagate_forward_time: 13.1956644058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310726166
validation[          , genome  6060] predictions:    9670/  10000 (96.70%), best:    9748/10000 (97.48%), error:      1035.42432, best error:       854.46680 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 163.3596801758s, input_fired_time: 1.5171418190, output_fired_time: 1.0632300377, propagate_forward_time: 64.4799499512, propagate_backward_time: 93.3558349609, weight_update_time: 0.1463796347, other_time: 2.9435272217
epoch time: 13.8428382874s, input_fired_time: 0.1765785366, output_fired_time: 0.0000000000, propagate_forward_time: 13.1346025467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316572189
validation[          , genome  6060] predictions:    9668/  10000 (96.68%), best:    9748/10000 (97.48%), error:      1109.89136, best error:       854.46680 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 166.3254852295s, input_fired_time: 1.5183022022, output_fired_time: 1.0747965574, propagate_forward_time: 65.6479568481, propagate_backward_time: 95.1213455200, weight_update_time: 0.1484082192, other_time: 2.9630889893
epoch time: 13.8286237717s, input_fired_time: 0.1772702038, output_fired_time: 0.0000000000, propagate_forward_time: 13.1289253235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224285126
validation[          , genome  6060] predictions:    9734/  10000 (97.34%), best:    9748/10000 (97.48%), error:       897.56586, best error:       854.46680 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.2863769531s, input_fired_time: 1.5201419592, output_fired_time: 1.0760234594, propagate_forward_time: 65.6443023682, propagate_backward_time: 95.0923538208, weight_update_time: 0.1477604210, other_time: 2.9535598755
epoch time: 13.9172830582s, input_fired_time: 0.1779685915, output_fired_time: 0.0000000000, propagate_forward_time: 13.1973972321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419168472
validation[          , genome  6060] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       888.33655, best error:       854.46680 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 155.8971557617s, input_fired_time: 1.4731122255, output_fired_time: 1.0201590061, propagate_forward_time: 61.5080680847, propagate_backward_time: 88.9916076660, weight_update_time: 0.1421128511, other_time: 2.9042053223
epoch time: 13.8294982910s, input_fired_time: 0.1790740490, output_fired_time: 0.0000000000, propagate_forward_time: 13.1240472794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263767242
validation[          , genome  6060] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       978.17780, best error:       854.46680 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 166.3297424316s, input_fired_time: 1.5172305107, output_fired_time: 1.0615131855, propagate_forward_time: 65.7078247070, propagate_backward_time: 95.0806732178, weight_update_time: 0.1477960348, other_time: 2.9625091553
epoch time: 12.8136806488s, input_fired_time: 0.1708548367, output_fired_time: 0.0000000000, propagate_forward_time: 12.1308317184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119943619
validation[          , genome  6060] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       948.11163, best error:       854.46680 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 158.1436462402s, input_fired_time: 1.4843555689, output_fired_time: 1.0276455879, propagate_forward_time: 62.3988189697, propagate_backward_time: 90.3290405273, weight_update_time: 0.1428413838, other_time: 2.9037780762
epoch time: 13.6777105331s, input_fired_time: 0.1756073684, output_fired_time: 0.0000000000, propagate_forward_time: 12.9704313278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316715240
validation[          , genome  6060] predictions:    9648/  10000 (96.48%), best:    9748/10000 (97.48%), error:      1180.29810, best error:       854.46680 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 166.5515747070s, input_fired_time: 1.5192643404, output_fired_time: 1.0634059906, propagate_forward_time: 65.8178329468, propagate_backward_time: 95.1980438232, weight_update_time: 0.1475717425, other_time: 2.9530258179
epoch time: 13.6534080505s, input_fired_time: 0.1770239770, output_fired_time: 0.0000000000, propagate_forward_time: 12.9505167007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258674622
validation[          , genome  6060] predictions:    9673/  10000 (96.73%), best:    9748/10000 (97.48%), error:      1125.99438, best error:       854.46680 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 151.7833557129s, input_fired_time: 1.4509410858, output_fired_time: 1.0004397631, propagate_forward_time: 60.1224021912, propagate_backward_time: 86.3666915894, weight_update_time: 0.1377873421, other_time: 2.8428726196
epoch time: 13.7477836609s, input_fired_time: 0.1785826683, output_fired_time: 0.0000000000, propagate_forward_time: 13.0421228409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270776749
validation[          , genome  6060] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       934.98706, best error:       854.46680 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.1514129639s, input_fired_time: 1.5172045231, output_fired_time: 1.0616763830, propagate_forward_time: 65.6239089966, propagate_backward_time: 94.9905624390, weight_update_time: 0.1475995481, other_time: 2.9580535889
epoch time: 13.8768396378s, input_fired_time: 0.1786421686, output_fired_time: 0.0000000000, propagate_forward_time: 13.1649227142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332746506
validation[          , genome  6060] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       983.95142, best error:       854.46680 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 166.2055969238s, input_fired_time: 1.5214787722, output_fired_time: 1.0662955046, propagate_forward_time: 65.6056976318, propagate_backward_time: 95.0636215210, weight_update_time: 0.1469973922, other_time: 2.9484939575
epoch time: 13.8271770477s, input_fired_time: 0.1772250384, output_fired_time: 0.0000000000, propagate_forward_time: 13.1283426285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216093063
validation[          , genome  6060] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       992.71411, best error:       854.46680 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 166.8234558105s, input_fired_time: 1.5334606171, output_fired_time: 1.0735567808, propagate_forward_time: 65.8436203003, propagate_backward_time: 95.3389892578, weight_update_time: 0.1502977908, other_time: 3.0338211060
epoch time: 13.8905801773s, input_fired_time: 0.1804639697, output_fired_time: 0.0000000000, propagate_forward_time: 13.1709861755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391302109
validation[          , genome  6060] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       965.76959, best error:       854.46680 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 159.3241729736s, input_fired_time: 1.4928162098, output_fired_time: 1.0353455544, propagate_forward_time: 62.7315483093, propagate_backward_time: 91.1402740479, weight_update_time: 0.1431804150, other_time: 2.9241943359
epoch time: 13.1834354401s, input_fired_time: 0.1779765934, output_fired_time: 0.0000000000, propagate_forward_time: 12.4828348160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226240158
validation[          , genome  6060] predictions:    9747/  10000 (97.47%), best:    9748/10000 (97.48%), error:       923.67340, best error:       854.46680 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 162.7641143799s, input_fired_time: 1.5149592161, output_fired_time: 1.0551449060, propagate_forward_time: 64.2386703491, propagate_backward_time: 93.0040664673, weight_update_time: 0.1457993537, other_time: 2.9512786865
epoch time: 13.9014225006s, input_fired_time: 0.1803869307, output_fired_time: 0.0000000000, propagate_forward_time: 13.1886806488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323553085
validation[          , genome  6060] predictions:    9738/  10000 (97.38%), best:    9748/10000 (97.48%), error:       900.42908, best error:       854.46680 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 162.1999206543s, input_fired_time: 1.5119217634, output_fired_time: 1.0494891405, propagate_forward_time: 64.0410385132, propagate_backward_time: 92.6458053589, weight_update_time: 0.1457297951, other_time: 2.9516754150
epoch time: 13.8794260025s, input_fired_time: 0.1795706600, output_fired_time: 0.0000000000, propagate_forward_time: 13.1686353683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312204361
validation[          , genome  6060] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       962.07574, best error:       854.46680 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 160.4132080078s, input_fired_time: 1.5045896769, output_fired_time: 1.0481873751, propagate_forward_time: 63.2253189087, propagate_backward_time: 91.6951217651, weight_update_time: 0.1450610757, other_time: 2.9399871826
epoch time: 13.8409786224s, input_fired_time: 0.1811331213, output_fired_time: 0.0000000000, propagate_forward_time: 13.1253490448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344963074
validation[          , genome  6060] predictions:    9666/  10000 (96.66%), best:    9748/10000 (97.48%), error:      1099.51404, best error:       854.46680 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 163.0389862061s, input_fired_time: 1.5150609016, output_fired_time: 1.0556617975, propagate_forward_time: 64.3775711060, propagate_backward_time: 93.1424560547, weight_update_time: 0.1475971788, other_time: 2.9482345581
epoch time: 13.8917646408s, input_fired_time: 0.1817290038, output_fired_time: 0.0000000000, propagate_forward_time: 13.1715869904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384483337
validation[          , genome  6060] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1073.09839, best error:       854.46680 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 165.1294860840s, input_fired_time: 1.5257180929, output_fired_time: 1.0633087158, propagate_forward_time: 65.1441802979, propagate_backward_time: 94.4100418091, weight_update_time: 0.1489656419, other_time: 2.9862442017
epoch time: 13.9154300690s, input_fired_time: 0.1837894320, output_fired_time: 0.0000000000, propagate_forward_time: 13.1923151016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393257141
validation[          , genome  6060] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       998.86670, best error:       854.46680 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 166.5606536865s, input_fired_time: 1.5325504541, output_fired_time: 1.0762032270, propagate_forward_time: 65.7223739624, propagate_backward_time: 95.2496109009, weight_update_time: 0.1487939507, other_time: 2.9799194336
epoch time: 13.5808734894s, input_fired_time: 0.1779173315, output_fired_time: 0.0000000000, propagate_forward_time: 12.8770694733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258865356
validation[          , genome  6060] predictions:    9744/  10000 (97.44%), best:    9748/10000 (97.48%), error:       887.93341, best error:       854.46680 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 166.1495971680s, input_fired_time: 1.5354843140, output_fired_time: 1.0665009022, propagate_forward_time: 65.5813064575, propagate_backward_time: 94.9893112183, weight_update_time: 0.1471175253, other_time: 2.9769897461
epoch time: 13.7922458649s, input_fired_time: 0.1808871627, output_fired_time: 0.0000000000, propagate_forward_time: 13.0754117966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359468460
validation[          , genome  6060] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       888.60022, best error:       854.46680 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 166.9068145752s, input_fired_time: 1.5411603451, output_fired_time: 1.0726170540, propagate_forward_time: 65.8792037964, propagate_backward_time: 95.4149703979, weight_update_time: 0.1497496665, other_time: 2.9988708496
epoch time: 13.8851280212s, input_fired_time: 0.1820310503, output_fired_time: 0.0000000000, propagate_forward_time: 13.1711769104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319204330
validation[          , genome  6060] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       918.96515, best error:       854.46680 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 164.9333801270s, input_fired_time: 1.5311390162, output_fired_time: 1.0587894917, propagate_forward_time: 65.1310729980, propagate_backward_time: 94.2360839844, weight_update_time: 0.1465433836, other_time: 2.9762878418
epoch time: 13.4951438904s, input_fired_time: 0.1792962104, output_fired_time: 0.0000000000, propagate_forward_time: 12.7821407318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337066650
validation[          , genome  6060] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       921.16919, best error:       854.46680 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 166.7100982666s, input_fired_time: 1.5317212343, output_fired_time: 1.0762214661, propagate_forward_time: 65.8897247314, propagate_backward_time: 95.2162551880, weight_update_time: 0.1489418447, other_time: 2.9961776733
epoch time: 13.8434000015s, input_fired_time: 0.1834874749, output_fired_time: 0.0000000000, propagate_forward_time: 13.1253461838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345659256
validation[          , genome  6060] predictions:    9728/  10000 (97.28%), best:    9748/10000 (97.48%), error:       919.67377, best error:       854.46680 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 164.8615722656s, input_fired_time: 1.5326033831, output_fired_time: 1.0617698431, propagate_forward_time: 65.1464462280, propagate_backward_time: 94.1436462402, weight_update_time: 0.1463746727, other_time: 2.9771041870
epoch time: 14.3115348816s, input_fired_time: 0.1869470924, output_fired_time: 0.0000000000, propagate_forward_time: 13.5679559708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566320419
validation[          , genome  6060] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       920.83563, best error:       854.46680 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 165.1607360840s, input_fired_time: 1.5304329395, output_fired_time: 1.0584717989, propagate_forward_time: 65.1845321655, propagate_backward_time: 94.4050979614, weight_update_time: 0.1471032351, other_time: 2.9822082520
epoch time: 12.8616018295s, input_fired_time: 0.1740955859, output_fired_time: 0.0000000000, propagate_forward_time: 12.1715822220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159244537
validation[          , genome  6060] predictions:    9695/  10000 (96.95%), best:    9748/10000 (97.48%), error:      1014.84003, best error:       854.46680 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 166.9991149902s, input_fired_time: 1.5492318869, output_fired_time: 1.0775651932, propagate_forward_time: 65.9431686401, propagate_backward_time: 95.4427261353, weight_update_time: 0.1487293988, other_time: 2.9864349365
epoch time: 13.8844213486s, input_fired_time: 0.1821616739, output_fired_time: 0.0000000000, propagate_forward_time: 13.1729755402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292844772
validation[          , genome  6060] predictions:    9695/  10000 (96.95%), best:    9748/10000 (97.48%), error:      1070.09167, best error:       854.46680 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 167.6360168457s, input_fired_time: 1.5528830290, output_fired_time: 1.0944774151, propagate_forward_time: 66.1463012695, propagate_backward_time: 95.8381042480, weight_update_time: 0.1504389197, other_time: 3.0042419434
epoch time: 13.6752958298s, input_fired_time: 0.1880968809, output_fired_time: 0.0000000000, propagate_forward_time: 12.9539194107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332794189
validation[          , genome  6060] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       957.61731, best error:       854.46680 on epoch:    70, 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: 69.4295959473s, input_fired_time: 0.9052588940, output_fired_time: 0.0000000000, propagate_forward_time: 65.7904281616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7339096069
best training[          , genome  6060] predictions:   49500/  50000 (99.00%), best:    9748/10000 (97.48%), error:      1965.38501, best error:       854.46680 on epoch:    70, 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: 13.9884805679s, input_fired_time: 0.1814159304, output_fired_time: 0.0000000000, propagate_forward_time: 13.2567577362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503072739
   testing[          , genome  6060] predictions:    9781/  10000 (97.81%), best:    9748/10000 (97.48%), error:       725.02417, best error:       854.46680 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:54:03 (72842): called boinc_finish(0)

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