Nameexact_genome_1512568488_44_6848_0
Workunit2605576
Created7 Dec 2017, 22:22:21 UTC
Sent7 Dec 2017, 22:28:51 UTC
Report deadline17 Dec 2017, 23:56:21 UTC
Received8 Dec 2017, 17:20:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 48 min 7 sec
CPU time4 hours 47 min 38 sec
Validate stateValid
Credit2,515.19
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.88 MB
Peak swap size153.45 MB
Peak disk usage1.17 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
884, weight_update_time: 0.1410907954, other_time: 3.2067184448
epoch time: 12.9463491440s, input_fired_time: 0.1982088238, output_fired_time: 0.0000000000, propagate_forward_time: 12.1773424149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707979202
validation[          , genome  6848] predictions:    9651/  10000 (96.51%), best:    9715/10000 (97.15%), error:      1138.66064, best error:       967.88275 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 158.7335052490s, input_fired_time: 1.7214308977, output_fired_time: 1.2548369169, propagate_forward_time: 60.8829116821, propagate_backward_time: 91.6743545532, weight_update_time: 0.1409234852, other_time: 3.1999664307
epoch time: 12.9614343643s, input_fired_time: 0.1958696097, output_fired_time: 0.0000000000, propagate_forward_time: 12.1834411621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5821237564
validation[          , genome  6848] predictions:    9595/  10000 (95.95%), best:    9715/10000 (97.15%), error:      1306.76758, best error:       967.88275 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 155.8934326172s, input_fired_time: 1.7054888010, output_fired_time: 1.2447932959, propagate_forward_time: 59.7615203857, propagate_backward_time: 90.0194473267, weight_update_time: 0.1408248097, other_time: 3.1621780396
epoch time: 12.9506969452s, input_fired_time: 0.1980821937, output_fired_time: 0.0000000000, propagate_forward_time: 12.1837358475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688791275
validation[          , genome  6848] predictions:    9721/  10000 (97.21%), best:    9715/10000 (97.15%), error:      1016.82892, best error:       967.88275 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 154.2496490479s, input_fired_time: 1.6999038458, output_fired_time: 1.2361966372, propagate_forward_time: 58.9620018005, propagate_backward_time: 89.2263946533, weight_update_time: 0.1384307742, other_time: 3.1251525879
epoch time: 12.9670801163s, input_fired_time: 0.1982516944, output_fired_time: 0.0000000000, propagate_forward_time: 12.1983289719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704994202
validation[          , genome  6848] predictions:    9676/  10000 (96.76%), best:    9715/10000 (97.15%), error:      1070.89502, best error:       967.88275 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 153.6882171631s, input_fired_time: 1.6935087442, output_fired_time: 1.2350978851, propagate_forward_time: 58.8600845337, propagate_backward_time: 88.7646484375, weight_update_time: 0.1376807243, other_time: 3.1348800659
epoch time: 12.9098987579s, input_fired_time: 0.1976938695, output_fired_time: 0.0000000000, propagate_forward_time: 12.1471357346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650691986
validation[          , genome  6848] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       946.33795, best error:       946.33795 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 157.2287445068s, input_fired_time: 1.7246323824, output_fired_time: 1.2399967909, propagate_forward_time: 60.1905479431, propagate_backward_time: 90.9100341797, weight_update_time: 0.1412340552, other_time: 3.1635284424
epoch time: 12.8115234375s, input_fired_time: 0.1961646974, output_fired_time: 0.0000000000, propagate_forward_time: 12.0495834351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657749176
validation[          , genome  6848] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1065.78430, best error:       946.33795 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 158.7411041260s, input_fired_time: 1.7247041464, output_fired_time: 1.2557971478, propagate_forward_time: 60.8370590210, propagate_backward_time: 91.7452926636, weight_update_time: 0.1421352327, other_time: 3.1782531738
epoch time: 12.9850988388s, input_fired_time: 0.1970560104, output_fired_time: 0.0000000000, propagate_forward_time: 12.2269592285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610837936
validation[          , genome  6848] predictions:    9710/  10000 (97.10%), best:    9731/10000 (97.31%), error:      1027.80322, best error:       946.33795 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 158.9549560547s, input_fired_time: 1.7278947830, output_fired_time: 1.2585327625, propagate_forward_time: 60.9092864990, propagate_backward_time: 91.8780364990, weight_update_time: 0.1429075152, other_time: 3.1812133789
epoch time: 12.9899358749s, input_fired_time: 0.1981298625, output_fired_time: 0.0000000000, propagate_forward_time: 12.2242937088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675125122
validation[          , genome  6848] predictions:    9724/  10000 (97.24%), best:    9731/10000 (97.31%), error:       970.51880, best error:       946.33795 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 159.4103698730s, input_fired_time: 1.7344126701, output_fired_time: 1.2623965740, propagate_forward_time: 61.0276603699, propagate_backward_time: 92.2130355835, weight_update_time: 0.1435913742, other_time: 3.1728744507
epoch time: 12.9624958038s, input_fired_time: 0.2005882561, output_fired_time: 0.0000000000, propagate_forward_time: 12.1970701218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5648374557
validation[          , genome  6848] predictions:    9720/  10000 (97.20%), best:    9731/10000 (97.31%), error:       972.14972, best error:       946.33795 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 159.3083038330s, input_fired_time: 1.7330768108, output_fired_time: 1.2604908943, propagate_forward_time: 61.0375862122, propagate_backward_time: 92.1087036133, weight_update_time: 0.1419247240, other_time: 3.1684417725
epoch time: 12.9920206070s, input_fired_time: 0.2014084607, output_fired_time: 0.0000000000, propagate_forward_time: 12.2248039246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5658082962
validation[          , genome  6848] predictions:    9712/  10000 (97.12%), best:    9731/10000 (97.31%), error:       980.98584, best error:       946.33795 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 159.1994934082s, input_fired_time: 1.7388850451, output_fired_time: 1.2573744059, propagate_forward_time: 60.9846916199, propagate_backward_time: 92.0306167603, weight_update_time: 0.1431791037, other_time: 3.1879196167
epoch time: 12.0830926895s, input_fired_time: 0.1946245879, output_fired_time: 0.0000000000, propagate_forward_time: 11.3294382095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590295792
validation[          , genome  6848] predictions:    9639/  10000 (96.39%), best:    9731/10000 (97.31%), error:      1163.78101, best error:       946.33795 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 158.7992553711s, input_fired_time: 1.7302343845, output_fired_time: 1.2544355392, propagate_forward_time: 60.9128646851, propagate_backward_time: 91.6959915161, weight_update_time: 0.1421572566, other_time: 3.2057189941
epoch time: 12.9757490158s, input_fired_time: 0.2022723258, output_fired_time: 0.0000000000, propagate_forward_time: 12.2043533325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691232681
validation[          , genome  6848] predictions:    9714/  10000 (97.14%), best:    9731/10000 (97.31%), error:       986.12933, best error:       946.33795 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 156.9285278320s, input_fired_time: 1.7301279306, output_fired_time: 1.2500722408, propagate_forward_time: 60.1126174927, propagate_backward_time: 90.6631011963, weight_update_time: 0.1423305720, other_time: 3.1725997925
epoch time: 12.9787731171s, input_fired_time: 0.2011984140, output_fired_time: 0.0000000000, propagate_forward_time: 12.2058410645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717334747
validation[          , genome  6848] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       956.63617, best error:       946.33795 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 156.1398468018s, input_fired_time: 1.7269712687, output_fired_time: 1.2427092791, propagate_forward_time: 59.6995964050, propagate_backward_time: 90.3137969971, weight_update_time: 0.1409998983, other_time: 3.1567687988
epoch time: 12.9535160065s, input_fired_time: 0.1998795867, output_fired_time: 0.0000000000, propagate_forward_time: 12.1775379181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760984421
validation[          , genome  6848] predictions:    9690/  10000 (96.90%), best:    9731/10000 (97.31%), error:       991.43414, best error:       946.33795 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 159.3303680420s, input_fired_time: 1.7368757725, output_fired_time: 1.2609940767, propagate_forward_time: 60.9745597839, propagate_backward_time: 92.1801300049, weight_update_time: 0.1417013556, other_time: 3.1777954102
epoch time: 12.9664707184s, input_fired_time: 0.1998326331, output_fired_time: 0.0000000000, propagate_forward_time: 12.1976556778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689821243
validation[          , genome  6848] predictions:    9709/  10000 (97.09%), best:    9731/10000 (97.31%), error:       967.72894, best error:       946.33795 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.6608886719s, input_fired_time: 1.7464438677, output_fired_time: 1.2710974216, propagate_forward_time: 60.9594421387, propagate_backward_time: 92.4942398071, weight_update_time: 0.1423318386, other_time: 3.1896591187
epoch time: 12.9568500519s, input_fired_time: 0.2008902878, output_fired_time: 0.0000000000, propagate_forward_time: 12.1882200241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677394867
validation[          , genome  6848] predictions:    9660/  10000 (96.60%), best:    9731/10000 (97.31%), error:      1134.93237, best error:       946.33795 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 157.3302612305s, input_fired_time: 1.7311676741, output_fired_time: 1.2522199154, propagate_forward_time: 60.2380371094, propagate_backward_time: 90.9387130737, weight_update_time: 0.1412717253, other_time: 3.1701278687
epoch time: 12.6981096268s, input_fired_time: 0.1999133825, output_fired_time: 0.0000000000, propagate_forward_time: 11.9412775040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569190979
validation[          , genome  6848] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       896.70477, best error:       896.70477 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 152.3259582520s, input_fired_time: 1.7046555281, output_fired_time: 1.2176142931, propagate_forward_time: 58.3525924683, propagate_backward_time: 87.8859558105, weight_update_time: 0.1389867663, other_time: 3.1651382446
epoch time: 12.9599199295s, input_fired_time: 0.2000469118, output_fired_time: 0.0000000000, propagate_forward_time: 12.1856002808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742731094
validation[          , genome  6848] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       843.08429, best error:       843.08429 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 157.9401245117s, input_fired_time: 1.7328467369, output_fired_time: 1.2519556284, propagate_forward_time: 60.5651168823, propagate_backward_time: 91.2153015137, weight_update_time: 0.1416235119, other_time: 3.1749038696
epoch time: 12.0866384506s, input_fired_time: 0.1912447959, output_fired_time: 0.0000000000, propagate_forward_time: 11.3496732712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457201004
validation[          , genome  6848] predictions:    9736/  10000 (97.36%), best:    9761/10000 (97.61%), error:       904.86566, best error:       843.08429 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 150.4896392822s, input_fired_time: 1.6958304644, output_fired_time: 1.1949571371, propagate_forward_time: 57.6503028870, propagate_backward_time: 86.8228683472, weight_update_time: 0.1365347654, other_time: 3.1256790161
epoch time: 10.7441091537s, input_fired_time: 0.1814216822, output_fired_time: 0.0000000000, propagate_forward_time: 10.0446500778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180377960
validation[          , genome  6848] predictions:    9751/  10000 (97.51%), best:    9761/10000 (97.61%), error:       849.69989, best error:       843.08429 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.8903503418s, input_fired_time: 1.7386018038, output_fired_time: 1.2568902969, propagate_forward_time: 60.8877334595, propagate_backward_time: 91.8708267212, weight_update_time: 0.1418255717, other_time: 3.1362915039
epoch time: 12.5529623032s, input_fired_time: 0.1971077770, output_fired_time: 0.0000000000, propagate_forward_time: 11.7946310043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612239838
validation[          , genome  6848] predictions:    9705/  10000 (97.05%), best:    9761/10000 (97.61%), error:       937.93982, best error:       843.08429 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 158.1756744385s, input_fired_time: 1.7338891029, output_fired_time: 1.2408062220, propagate_forward_time: 60.6124877930, propagate_backward_time: 91.4235687256, weight_update_time: 0.1426005214, other_time: 3.1649322510
epoch time: 11.9337368011s, input_fired_time: 0.1969779879, output_fired_time: 0.0000000000, propagate_forward_time: 11.1782178879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585412979
validation[          , genome  6848] predictions:    9766/  10000 (97.66%), best:    9761/10000 (97.61%), error:       844.37579, best error:       843.08429 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 155.9429016113s, input_fired_time: 1.7293576002, output_fired_time: 1.2425987720, propagate_forward_time: 59.7918281555, propagate_backward_time: 90.0282211304, weight_update_time: 0.1391391456, other_time: 3.1509017944
epoch time: 12.9254245758s, input_fired_time: 0.2034388632, output_fired_time: 0.0000000000, propagate_forward_time: 12.1582517624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637340546
validation[          , genome  6848] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       835.21411, best error:       835.21411 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 159.0310668945s, input_fired_time: 1.7499805689, output_fired_time: 1.2584693432, propagate_forward_time: 60.9682540894, propagate_backward_time: 91.8677215576, weight_update_time: 0.1421916634, other_time: 3.1866378784
epoch time: 12.9589023590s, input_fired_time: 0.2021439821, output_fired_time: 0.0000000000, propagate_forward_time: 12.1928491592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639095306
validation[          , genome  6848] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       925.21637, best error:       835.21411 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 156.4612426758s, input_fired_time: 1.7381898165, output_fired_time: 1.2321004868, propagate_forward_time: 60.0990409851, propagate_backward_time: 90.2428054810, weight_update_time: 0.1394406557, other_time: 3.1491012573
epoch time: 12.8722782135s, input_fired_time: 0.2022681981, output_fired_time: 0.0000000000, propagate_forward_time: 12.1103992462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596103668
validation[          , genome  6848] predictions:    9697/  10000 (96.97%), best:    9760/10000 (97.60%), error:      1028.25769, best error:       835.21411 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 156.4568481445s, input_fired_time: 1.7339982986, output_fired_time: 1.2475395203, propagate_forward_time: 59.8411827087, propagate_backward_time: 90.4921035767, weight_update_time: 0.1409800202, other_time: 3.1420211792
epoch time: 12.9484443665s, input_fired_time: 0.2019791752, output_fired_time: 0.0000000000, propagate_forward_time: 12.1790037155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674610138
validation[          , genome  6848] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       865.32031, best error:       835.21411 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 158.5612335205s, input_fired_time: 1.7443239689, output_fired_time: 1.2309030294, propagate_forward_time: 60.9652290344, propagate_backward_time: 91.4115676880, weight_update_time: 0.1428820789, other_time: 3.2092208862
epoch time: 13.0377721786s, input_fired_time: 0.2073868513, output_fired_time: 0.0000000000, propagate_forward_time: 12.2653465271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650386810
validation[          , genome  6848] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       835.40015, best error:       835.21411 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 159.0030670166s, input_fired_time: 1.7621984482, output_fired_time: 1.2655322552, propagate_forward_time: 60.9577980042, propagate_backward_time: 91.7895965576, weight_update_time: 0.1429459155, other_time: 3.2279510498
epoch time: 12.9519300461s, input_fired_time: 0.2046554834, output_fired_time: 0.0000000000, propagate_forward_time: 12.1667833328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804910660
validation[          , genome  6848] predictions:    9736/  10000 (97.36%), best:    9760/10000 (97.60%), error:       865.31061, best error:       835.21411 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 159.8522644043s, input_fired_time: 1.7649015188, output_fired_time: 1.2758395672, propagate_forward_time: 61.2871093750, propagate_backward_time: 92.3107223511, weight_update_time: 0.1427963823, other_time: 3.2136917114
epoch time: 12.9795036316s, input_fired_time: 0.2028599977, output_fired_time: 0.0000000000, propagate_forward_time: 12.2077684402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688753128
validation[          , genome  6848] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       891.97784, best error:       835.21411 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 159.8688049316s, input_fired_time: 1.7663046122, output_fired_time: 1.2623980045, propagate_forward_time: 61.3192329407, propagate_backward_time: 92.3125457764, weight_update_time: 0.1427247971, other_time: 3.2083129883
epoch time: 12.7166357040s, input_fired_time: 0.2042424530, output_fired_time: 0.0000000000, propagate_forward_time: 11.9436016083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687913895
validation[          , genome  6848] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       829.65375, best error:       829.65375 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 156.4012298584s, input_fired_time: 1.7452092171, output_fired_time: 1.2406400442, propagate_forward_time: 59.9669532776, propagate_backward_time: 90.2841644287, weight_update_time: 0.1405292451, other_time: 3.1642608643
epoch time: 12.9664773941s, input_fired_time: 0.2052107602, output_fired_time: 0.0000000000, propagate_forward_time: 12.1721982956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890684128
validation[          , genome  6848] predictions:    9754/  10000 (97.54%), best:    9762/10000 (97.62%), error:       857.47137, best error:       829.65375 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 155.0979156494s, input_fired_time: 1.7273088694, output_fired_time: 1.2365164757, propagate_forward_time: 59.4207077026, propagate_backward_time: 89.5569610596, weight_update_time: 0.1390130967, other_time: 3.1564254761
epoch time: 10.2625045776s, input_fired_time: 0.1769724190, output_fired_time: 0.0000000000, propagate_forward_time: 9.5716495514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138826370
validation[          , genome  6848] predictions:    9681/  10000 (96.81%), best:    9762/10000 (97.62%), error:      1060.32361, best error:       829.65375 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 156.4346771240s, input_fired_time: 1.7364882231, output_fired_time: 1.2442575693, propagate_forward_time: 59.7974700928, propagate_backward_time: 90.5034637451, weight_update_time: 0.1405241936, other_time: 3.1529998779
epoch time: 12.9493713379s, input_fired_time: 0.2024566680, output_fired_time: 0.0000000000, propagate_forward_time: 12.1821565628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647583008
validation[          , genome  6848] predictions:    9484/  10000 (94.84%), best:    9762/10000 (97.62%), error:      1689.94922, best error:       829.65375 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 159.2300415039s, input_fired_time: 1.7594029903, output_fired_time: 1.2649853230, propagate_forward_time: 60.8904151917, propagate_backward_time: 92.1516647339, weight_update_time: 0.1418868452, other_time: 3.1635818481
epoch time: 12.9657068253s, input_fired_time: 0.2034660429, output_fired_time: 0.0000000000, propagate_forward_time: 12.1903257370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719146729
validation[          , genome  6848] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       882.80353, best error:       829.65375 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 159.1503143311s, input_fired_time: 1.7510417700, output_fired_time: 1.2583234310, propagate_forward_time: 60.9559555054, propagate_backward_time: 92.0321655273, weight_update_time: 0.1421327442, other_time: 3.1528396606
epoch time: 12.9664049149s, input_fired_time: 0.2037101537, output_fired_time: 0.0000000000, propagate_forward_time: 12.2005081177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621862411
validation[          , genome  6848] predictions:    9712/  10000 (97.12%), best:    9762/10000 (97.62%), error:       925.52081, best error:       829.65375 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 159.0825653076s, input_fired_time: 1.7588875294, output_fired_time: 1.2598035336, propagate_forward_time: 60.9272003174, propagate_backward_time: 91.9648971558, weight_update_time: 0.1425588727, other_time: 3.1717910767
epoch time: 12.8668289185s, input_fired_time: 0.2019497454, output_fired_time: 0.0000000000, propagate_forward_time: 12.1017007828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631780624
validation[          , genome  6848] predictions:    9535/  10000 (95.35%), best:    9762/10000 (97.62%), error:      1629.85522, best error:       829.65375 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 159.3459167480s, input_fired_time: 1.7632322311, output_fired_time: 1.2702291012, propagate_forward_time: 60.8756942749, propagate_backward_time: 92.2639007568, weight_update_time: 0.1423752159, other_time: 3.1728591919
epoch time: 12.9467849731s, input_fired_time: 0.2036871761, output_fired_time: 0.0000000000, propagate_forward_time: 12.1780433655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650548935
validation[          , genome  6848] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       858.23816, best error:       829.65375 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 159.4562683105s, input_fired_time: 1.7605940104, output_fired_time: 1.2680585384, propagate_forward_time: 60.8992462158, propagate_backward_time: 92.3641586304, weight_update_time: 0.1421015263, other_time: 3.1642227173
epoch time: 12.9202861786s, input_fired_time: 0.2029122114, output_fired_time: 0.0000000000, propagate_forward_time: 12.1444044113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729694366
validation[          , genome  6848] predictions:    9718/  10000 (97.18%), best:    9762/10000 (97.62%), error:       954.00317, best error:       829.65375 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 156.1706542969s, input_fired_time: 1.7388597727, output_fired_time: 1.2344521284, propagate_forward_time: 59.7308349609, propagate_backward_time: 90.3456420898, weight_update_time: 0.1401602924, other_time: 3.1208648682
epoch time: 12.8946514130s, input_fired_time: 0.2042290270, output_fired_time: 0.0000000000, propagate_forward_time: 12.1236753464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667467117
validation[          , genome  6848] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       827.47058, best error:       827.47058 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 153.6721801758s, input_fired_time: 1.7284946442, output_fired_time: 1.2335700989, propagate_forward_time: 58.7586097717, propagate_backward_time: 88.8347320557, weight_update_time: 0.1377304643, other_time: 3.1167755127
epoch time: 12.6674919128s, input_fired_time: 0.2030458450, output_fired_time: 0.0000000000, propagate_forward_time: 11.9017543793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5626916885
validation[          , genome  6848] predictions:    9750/  10000 (97.50%), best:    9753/10000 (97.53%), error:       862.67773, best error:       827.47058 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 159.3212738037s, input_fired_time: 1.7690559626, output_fired_time: 1.2712022066, propagate_forward_time: 60.9006042480, propagate_backward_time: 92.1694030762, weight_update_time: 0.1432998776, other_time: 3.2109985352
epoch time: 12.9217929840s, input_fired_time: 0.2054791152, output_fired_time: 0.0000000000, propagate_forward_time: 12.1517267227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645875931
validation[          , genome  6848] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       842.34430, best error:       827.47058 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 154.7477874756s, input_fired_time: 1.7503613234, output_fired_time: 1.2302682400, propagate_forward_time: 59.2091217041, propagate_backward_time: 89.4108276367, weight_update_time: 0.1397478431, other_time: 3.1472015381
epoch time: 12.9820547104s, input_fired_time: 0.2049505711, output_fired_time: 0.0000000000, propagate_forward_time: 12.2033777237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737266541
validation[          , genome  6848] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       899.98730, best error:       827.47058 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 157.1675109863s, input_fired_time: 1.7459597588, output_fired_time: 1.2478201389, propagate_forward_time: 60.2623863220, propagate_backward_time: 90.7426223755, weight_update_time: 0.1411613226, other_time: 3.1687240601
epoch time: 11.9420623779s, input_fired_time: 0.1948252618, output_fired_time: 0.0000000000, propagate_forward_time: 11.2024211884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448160172
validation[          , genome  6848] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       923.78955, best error:       827.47058 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 158.9884490967s, input_fired_time: 1.7638452053, output_fired_time: 1.2658786774, propagate_forward_time: 60.9124565125, propagate_backward_time: 91.8457489014, weight_update_time: 0.1419356912, other_time: 3.2005157471
epoch time: 12.1989650726s, input_fired_time: 0.1983657777, output_fired_time: 0.0000000000, propagate_forward_time: 11.4420528412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585460663
validation[          , genome  6848] predictions:    9684/  10000 (96.84%), best:    9753/10000 (97.53%), error:      1048.83313, best error:       827.47058 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 148.0703430176s, input_fired_time: 1.6999874115, output_fired_time: 1.1805558205, propagate_forward_time: 56.4704818726, propagate_backward_time: 85.6311569214, weight_update_time: 0.1337970793, other_time: 3.0881652832
epoch time: 12.9748115540s, input_fired_time: 0.2060005516, output_fired_time: 0.0000000000, propagate_forward_time: 12.2035932541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652179718
validation[          , genome  6848] predictions:    9755/  10000 (97.55%), best:    9753/10000 (97.53%), error:       842.29486, best error:       827.47058 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 159.2657012939s, input_fired_time: 1.7627074718, output_fired_time: 1.2668240070, propagate_forward_time: 61.0192527771, propagate_backward_time: 92.0556030273, weight_update_time: 0.1427678764, other_time: 3.1613006592
epoch time: 12.9907903671s, input_fired_time: 0.2074388713, output_fired_time: 0.0000000000, propagate_forward_time: 12.2090702057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742816925
validation[          , genome  6848] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       901.67255, best error:       827.47058 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 148.6901855469s, input_fired_time: 1.7127695084, output_fired_time: 1.2011746168, propagate_forward_time: 56.9734382629, propagate_backward_time: 85.6950912476, weight_update_time: 0.1362212002, other_time: 3.1077194214
epoch time: 12.6618909836s, input_fired_time: 0.2039517909, output_fired_time: 0.0000000000, propagate_forward_time: 11.8985404968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593986511
validation[          , genome  6848] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       869.51801, best error:       827.47058 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 158.7467803955s, input_fired_time: 1.7675362825, output_fired_time: 1.2541441917, propagate_forward_time: 60.8565940857, propagate_backward_time: 91.6949310303, weight_update_time: 0.1427763104, other_time: 3.1735687256
epoch time: 12.0119037628s, input_fired_time: 0.1966606975, output_fired_time: 0.0000000000, propagate_forward_time: 11.2667560577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484867096
validation[          , genome  6848] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       873.88007, best error:       827.47058 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 154.5678558350s, input_fired_time: 1.7324315310, output_fired_time: 1.2231243849, propagate_forward_time: 59.2887687683, propagate_backward_time: 89.2200775146, weight_update_time: 0.1380630285, other_time: 3.1034393311
epoch time: 12.6541900635s, input_fired_time: 0.2031350434, output_fired_time: 0.0000000000, propagate_forward_time: 11.8910093307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600452423
validation[          , genome  6848] predictions:    9681/  10000 (96.81%), best:    9753/10000 (97.53%), error:      1075.95679, best error:       827.47058 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 159.2436676025s, input_fired_time: 1.7704781294, output_fired_time: 1.2576745749, propagate_forward_time: 61.0689048767, propagate_backward_time: 91.9463577271, weight_update_time: 0.1423281580, other_time: 3.2002487183
epoch time: 12.7738599777s, input_fired_time: 0.2056607604, output_fired_time: 0.0000000000, propagate_forward_time: 11.9989967346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5692024231
validation[          , genome  6848] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       906.10059, best error:       827.47058 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.8719024658s, input_fired_time: 1.7638255358, output_fired_time: 1.2551412582, propagate_forward_time: 60.1430206299, propagate_backward_time: 90.5507659912, weight_update_time: 0.1400520504, other_time: 3.1591491699
epoch time: 12.9954299927s, input_fired_time: 0.2070915997, output_fired_time: 0.0000000000, propagate_forward_time: 12.2215585709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667800903
validation[          , genome  6848] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       950.08344, best error:       827.47058 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.0337219238s, input_fired_time: 1.7748845816, output_fired_time: 1.2610915899, propagate_forward_time: 60.8158721924, propagate_backward_time: 91.9924087524, weight_update_time: 0.1421476454, other_time: 3.1894607544
epoch time: 12.9998779297s, input_fired_time: 0.2052047104, output_fired_time: 0.0000000000, propagate_forward_time: 12.2291965485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5654764175
validation[          , genome  6848] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       876.32019, best error:       827.47058 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 159.3305206299s, input_fired_time: 1.7709391117, output_fired_time: 1.2688212395, propagate_forward_time: 60.9883117676, propagate_backward_time: 92.1234436035, weight_update_time: 0.1437329948, other_time: 3.1790161133
epoch time: 12.9838075638s, input_fired_time: 0.2074451894, output_fired_time: 0.0000000000, propagate_forward_time: 12.2011613846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752010345
validation[          , genome  6848] predictions:    9755/  10000 (97.55%), best:    9753/10000 (97.53%), error:       845.77386, best error:       827.47058 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 158.9421539307s, input_fired_time: 1.7756690979, output_fired_time: 1.2701886892, propagate_forward_time: 60.9444770813, propagate_backward_time: 91.7605361938, weight_update_time: 0.1440999806, other_time: 3.1912918091
epoch time: 12.9737396240s, input_fired_time: 0.2057719678, output_fired_time: 0.0000000000, propagate_forward_time: 12.1941289902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738382339
validation[          , genome  6848] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       885.93781, best error:       827.47058 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 159.6623840332s, input_fired_time: 1.7895255089, output_fired_time: 1.2672386169, propagate_forward_time: 61.1556205750, propagate_backward_time: 92.2213592529, weight_update_time: 0.1436762810, other_time: 3.2286376953
epoch time: 12.9899053574s, input_fired_time: 0.2065132260, output_fired_time: 0.0000000000, propagate_forward_time: 12.2112483978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721435547
validation[          , genome  6848] predictions:    9695/  10000 (96.95%), best:    9753/10000 (97.53%), error:      1026.88354, best error:       827.47058 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.0652618408s, input_fired_time: 1.7692484856, output_fired_time: 1.2589277029, propagate_forward_time: 60.9809379578, propagate_backward_time: 91.8804397583, weight_update_time: 0.1425412297, other_time: 3.1757125854
epoch time: 12.9661846161s, input_fired_time: 0.2064901143, output_fired_time: 0.0000000000, propagate_forward_time: 12.1924657822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672283173
validation[          , genome  6848] predictions:    9754/  10000 (97.54%), best:    9753/10000 (97.53%), error:       857.67334, best error:       827.47058 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 155.1690521240s, input_fired_time: 1.7564476728, output_fired_time: 1.2382764816, propagate_forward_time: 59.4691925049, propagate_backward_time: 89.5116500854, weight_update_time: 0.1417914778, other_time: 3.1934738159
epoch time: 12.9505357742s, input_fired_time: 0.2064320594, output_fired_time: 0.0000000000, propagate_forward_time: 12.1851367950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589666367
validation[          , genome  6848] predictions:    9621/  10000 (96.21%), best:    9753/10000 (97.53%), error:      1236.93835, best error:       827.47058 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 158.8448181152s, input_fired_time: 1.7752829790, output_fired_time: 1.2550067902, propagate_forward_time: 60.8675231934, propagate_backward_time: 91.7602539062, weight_update_time: 0.1424628049, other_time: 3.1867523193
epoch time: 12.9964895248s, input_fired_time: 0.2086175680, output_fired_time: 0.0000000000, propagate_forward_time: 12.2116670609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762052536
validation[          , genome  6848] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       918.93994, best error:       827.47058 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 158.5065612793s, input_fired_time: 1.7824339867, output_fired_time: 1.2566126585, propagate_forward_time: 60.7849502563, propagate_backward_time: 91.4851379395, weight_update_time: 0.1417717189, other_time: 3.1974258423
epoch time: 12.7446842194s, input_fired_time: 0.2052687854, output_fired_time: 0.0000000000, propagate_forward_time: 11.9737558365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656595230
validation[          , genome  6848] predictions:    9679/  10000 (96.79%), best:    9753/10000 (97.53%), error:      1023.63593, best error:       827.47058 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 159.1391754150s, input_fired_time: 1.7771795988, output_fired_time: 1.2633260489, propagate_forward_time: 60.9118385315, propagate_backward_time: 91.9779968262, weight_update_time: 0.1421168000, other_time: 3.2088470459
epoch time: 12.9737691879s, input_fired_time: 0.2082111686, output_fired_time: 0.0000000000, propagate_forward_time: 12.2085962296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569620132
validation[          , genome  6848] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1130.53638, best error:       827.47058 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.3864898682s, input_fired_time: 1.7866256237, output_fired_time: 1.2673963308, propagate_forward_time: 60.9882431030, propagate_backward_time: 92.1775436401, weight_update_time: 0.1422057897, other_time: 3.1666870117
epoch time: 12.9616956711s, input_fired_time: 0.2079465836, output_fired_time: 0.0000000000, propagate_forward_time: 12.1919813156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617675781
validation[          , genome  6848] predictions:    9756/  10000 (97.56%), best:    9753/10000 (97.53%), error:       840.41296, best error:       827.47058 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 156.6220397949s, input_fired_time: 1.7687695026, output_fired_time: 1.2400063276, propagate_forward_time: 59.9272956848, propagate_backward_time: 90.5161743164, weight_update_time: 0.1421055049, other_time: 3.1697998047
epoch time: 12.9422388077s, input_fired_time: 0.2068471760, output_fired_time: 0.0000000000, propagate_forward_time: 12.1741552353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612363815
validation[          , genome  6848] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       940.16876, best error:       827.47058 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.1600799561s, input_fired_time: 1.7848511934, output_fired_time: 1.2667711973, propagate_forward_time: 60.9593734741, propagate_backward_time: 91.9294281006, weight_update_time: 0.1427789330, other_time: 3.2196578979
epoch time: 13.1803808212s, input_fired_time: 0.2173011750, output_fired_time: 0.0000000000, propagate_forward_time: 12.3812265396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818529129
validation[          , genome  6848] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       893.42926, best error:       827.47058 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 158.9416046143s, input_fired_time: 1.7800503969, output_fired_time: 1.2622754574, propagate_forward_time: 60.8263511658, propagate_backward_time: 91.8662033081, weight_update_time: 0.1425003707, other_time: 3.2067337036
epoch time: 12.9532604218s, input_fired_time: 0.2084452361, output_fired_time: 0.0000000000, propagate_forward_time: 12.1666955948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781192780
validation[          , genome  6848] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       820.80499, best error:       820.80499 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 158.4390258789s, input_fired_time: 1.7740131617, output_fired_time: 1.2574352026, propagate_forward_time: 60.6685600281, propagate_backward_time: 91.5629119873, weight_update_time: 0.1415863037, other_time: 3.1761016846
epoch time: 12.9206647873s, input_fired_time: 0.2068871558, output_fired_time: 0.0000000000, propagate_forward_time: 12.1439952850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697822571
validation[          , genome  6848] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       885.96259, best error:       820.80499 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 158.6004486084s, input_fired_time: 1.7717639208, output_fired_time: 1.2572106123, propagate_forward_time: 60.7615203857, propagate_backward_time: 91.6333847046, weight_update_time: 0.1430361867, other_time: 3.1765670776
epoch time: 12.9386711121s, input_fired_time: 0.2058859915, output_fired_time: 0.0000000000, propagate_forward_time: 12.1646232605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681619644
validation[          , genome  6848] predictions:    9739/  10000 (97.39%), best:    9755/10000 (97.55%), error:       874.02753, best error:       820.80499 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 159.3588256836s, input_fired_time: 1.7779399157, output_fired_time: 1.2639467716, propagate_forward_time: 60.9656219482, propagate_backward_time: 92.1748962402, weight_update_time: 0.1426380575, other_time: 3.1764221191
epoch time: 12.9856300354s, input_fired_time: 0.2109657675, output_fired_time: 0.0000000000, propagate_forward_time: 12.2016134262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730504990
validation[          , genome  6848] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       909.02844, best error:       820.80499 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 159.1699066162s, input_fired_time: 1.7762126923, output_fired_time: 1.2567929029, propagate_forward_time: 60.9310226440, propagate_backward_time: 92.0426635742, weight_update_time: 0.1426228881, other_time: 3.1632156372
epoch time: 12.9765462875s, input_fired_time: 0.2067000717, output_fired_time: 0.0000000000, propagate_forward_time: 12.2000045776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698413849
validation[          , genome  6848] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       879.39215, best error:       820.80499 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 157.7407073975s, input_fired_time: 1.7756967545, output_fired_time: 1.2631766796, propagate_forward_time: 60.4056854248, propagate_backward_time: 91.1215057373, weight_update_time: 0.1415172219, other_time: 3.1746368408
epoch time: 12.6770591736s, input_fired_time: 0.2059994042, output_fired_time: 0.0000000000, propagate_forward_time: 11.9101390839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609207153
validation[          , genome  6848] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       818.59705, best error:       818.59705 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 157.8201751709s, input_fired_time: 1.7687661648, output_fired_time: 1.2515702248, propagate_forward_time: 60.4908866882, propagate_backward_time: 91.1572265625, weight_update_time: 0.1422298700, other_time: 3.1517181396
epoch time: 12.9739122391s, input_fired_time: 0.2084414512, output_fired_time: 0.0000000000, propagate_forward_time: 12.2020435333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634269714
validation[          , genome  6848] predictions:    9717/  10000 (97.17%), best:    9758/10000 (97.58%), error:       944.01685, best error:       818.59705 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.0448150635s, input_fired_time: 1.7222771645, output_fired_time: 1.2004619837, propagate_forward_time: 57.4568748474, propagate_backward_time: 86.5828552246, weight_update_time: 0.1356431693, other_time: 3.0823516846
epoch time: 11.9234266281s, input_fired_time: 0.1987648904, output_fired_time: 0.0000000000, propagate_forward_time: 11.1788129807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458488464
validation[          , genome  6848] predictions:    9757/  10000 (97.57%), best:    9758/10000 (97.58%), error:       827.93073, best error:       818.59705 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 157.9368896484s, input_fired_time: 1.7690389156, output_fired_time: 1.2509715557, propagate_forward_time: 60.5869941711, propagate_backward_time: 91.1738739014, weight_update_time: 0.1415290534, other_time: 3.1560058594
epoch time: 12.9404954910s, input_fired_time: 0.2081429809, output_fired_time: 0.0000000000, propagate_forward_time: 12.1716051102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607471466
validation[          , genome  6848] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       808.87885, best error:       808.87885 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 150.9984130859s, input_fired_time: 1.7347737551, output_fired_time: 1.2048846483, propagate_forward_time: 57.8295059204, propagate_backward_time: 87.1150054932, weight_update_time: 0.1358561665, other_time: 3.1142501831
epoch time: 12.6747360229s, input_fired_time: 0.2072534710, output_fired_time: 0.0000000000, propagate_forward_time: 11.9097089767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577735901
validation[          , genome  6848] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       886.77747, best error:       808.87885 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 155.6199340820s, input_fired_time: 1.7613297701, output_fired_time: 1.2332577705, propagate_forward_time: 59.5528450012, propagate_backward_time: 89.9363174438, weight_update_time: 0.1408484727, other_time: 3.1361770630
epoch time: 12.9746589661s, input_fired_time: 0.2086572647, output_fired_time: 0.0000000000, propagate_forward_time: 12.2048931122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611085892
validation[          , genome  6848] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       849.44159, best error:       808.87885 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 159.0548553467s, input_fired_time: 1.7835588455, output_fired_time: 1.2594432831, propagate_forward_time: 60.9405784607, propagate_backward_time: 91.9160308838, weight_update_time: 0.1429142505, other_time: 3.1552429199
epoch time: 12.8386783600s, input_fired_time: 0.2082617283, output_fired_time: 0.0000000000, propagate_forward_time: 12.0676450729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627717972
validation[          , genome  6848] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:       997.03088, best error:       808.87885 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 156.0345458984s, input_fired_time: 1.7710628510, output_fired_time: 1.2314893007, propagate_forward_time: 59.8100547791, propagate_backward_time: 90.0470809937, weight_update_time: 0.1403323263, other_time: 3.1748580933
epoch time: 12.8974065781s, input_fired_time: 0.2087240219, output_fired_time: 0.0000000000, propagate_forward_time: 12.1221275330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665550232
validation[          , genome  6848] predictions:    9769/  10000 (97.69%), best:    9768/10000 (97.68%), error:       819.15021, best error:       808.87885 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.6094207764s, input_fired_time: 1.7326966524, output_fired_time: 1.2012771368, propagate_forward_time: 57.2624320984, propagate_backward_time: 86.2966766357, weight_update_time: 0.1353239566, other_time: 3.1163330078
epoch time: 12.9570617676s, input_fired_time: 0.2107535452, output_fired_time: 0.0000000000, propagate_forward_time: 12.1802444458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660638809
validation[          , genome  6848] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       821.25519, best error:       808.87885 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.8065948486s, input_fired_time: 1.7971421480, output_fired_time: 1.2534997463, propagate_forward_time: 61.2897033691, propagate_backward_time: 92.2599716187, weight_update_time: 0.1437119842, other_time: 3.2062759399
epoch time: 13.1186132431s, input_fired_time: 0.2206146419, output_fired_time: 0.0000000000, propagate_forward_time: 12.3081846237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898141861
validation[          , genome  6848] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       809.54694, best error:       808.87885 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 159.4041442871s, input_fired_time: 1.7952331305, output_fired_time: 1.2655777931, propagate_forward_time: 61.0594406128, propagate_backward_time: 92.0719299316, weight_update_time: 0.1434516162, other_time: 3.2119674683
epoch time: 12.9739828110s, input_fired_time: 0.2126906365, output_fired_time: 0.0000000000, propagate_forward_time: 12.1966762543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646162033
validation[          , genome  6848] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       925.23907, best error:       808.87885 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.4348144531s, input_fired_time: 1.7990909815, output_fired_time: 1.2707511187, propagate_forward_time: 61.1098747253, propagate_backward_time: 92.0587005615, weight_update_time: 0.1419925094, other_time: 3.1963958740
epoch time: 12.9923038483s, input_fired_time: 0.2106379867, output_fired_time: 0.0000000000, propagate_forward_time: 12.2120304108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696353912
validation[          , genome  6848] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       843.58673, best error:       808.87885 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.0056762695s, input_fired_time: 1.7487217188, output_fired_time: 1.2179644108, propagate_forward_time: 58.5803375244, propagate_backward_time: 88.3470764160, weight_update_time: 0.1371683478, other_time: 3.1115722656
epoch time: 12.9326248169s, input_fired_time: 0.2097125500, output_fired_time: 0.0000000000, propagate_forward_time: 12.1611413956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617704391
validation[          , genome  6848] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       936.19653, best error:       808.87885 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 155.2385406494s, input_fired_time: 1.7652597427, output_fired_time: 1.2315113544, propagate_forward_time: 59.4668502808, propagate_backward_time: 89.6219100952, weight_update_time: 0.1395918131, other_time: 3.1530151367
epoch time: 12.9986333847s, input_fired_time: 0.2108563036, output_fired_time: 0.0000000000, propagate_forward_time: 12.2176208496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701560974
validation[          , genome  6848] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       786.73395, best error:       786.73395 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 156.1223754883s, input_fired_time: 1.7831336260, output_fired_time: 1.2489423752, propagate_forward_time: 59.7981605530, propagate_backward_time: 90.1147003174, weight_update_time: 0.1400334388, other_time: 3.1774444580
epoch time: 13.0375537872s, input_fired_time: 0.2137385309, output_fired_time: 0.0000000000, propagate_forward_time: 12.2537174225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700979233
validation[          , genome  6848] predictions:    9704/  10000 (97.04%), best:    9776/10000 (97.76%), error:       977.15100, best error:       786.73395 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 159.2377777100s, input_fired_time: 1.8018462658, output_fired_time: 1.2668509483, propagate_forward_time: 60.9651679993, propagate_backward_time: 92.0213928223, weight_update_time: 0.1435311884, other_time: 3.1825256348
epoch time: 13.0246944427s, input_fired_time: 0.2131910622, output_fired_time: 0.0000000000, propagate_forward_time: 12.2331047058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783987045
validation[          , genome  6848] predictions:    9731/  10000 (97.31%), best:    9776/10000 (97.76%), error:       924.56921, best error:       786.73395 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 159.2879791260s, input_fired_time: 1.8015656471, output_fired_time: 1.2688124180, propagate_forward_time: 61.0506858826, propagate_backward_time: 91.9883651733, weight_update_time: 0.1427337527, other_time: 3.1785507202
epoch time: 13.0031557083s, input_fired_time: 0.2124247998, output_fired_time: 0.0000000000, propagate_forward_time: 12.2176771164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730533600
validation[          , genome  6848] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       856.17358, best error:       786.73395 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.5908355713s, input_fired_time: 1.7998002768, output_fired_time: 1.2737551928, propagate_forward_time: 60.9543876648, propagate_backward_time: 92.3597640991, weight_update_time: 0.1441077888, other_time: 3.2031173706
epoch time: 13.0119800568s, input_fired_time: 0.2129494846, output_fired_time: 0.0000000000, propagate_forward_time: 12.2273912430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716390610
validation[          , genome  6848] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       822.41302, best error:       786.73395 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 159.2872924805s, input_fired_time: 1.7997391224, output_fired_time: 1.2634565830, propagate_forward_time: 61.0015716553, propagate_backward_time: 92.0453491211, weight_update_time: 0.1420690715, other_time: 3.1771697998
epoch time: 12.9848546982s, input_fired_time: 0.2115679979, output_fired_time: 0.0000000000, propagate_forward_time: 12.2119064331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613803864
validation[          , genome  6848] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       865.07806, best error:       786.73395 on epoch:    95, 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: 65.2858657837s, input_fired_time: 1.0771210194, output_fired_time: 0.0000000000, propagate_forward_time: 61.2781028748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9306449890
best training[          , genome  6848] predictions:   49617/  50000 (99.23%), best:    9776/10000 (97.76%), error:      1580.95776, best error:       786.73395 on epoch:    95, 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: 12.6277542114s, input_fired_time: 0.2052721381, output_fired_time: 0.0000000000, propagate_forward_time: 11.8632526398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592298508
   testing[          , genome  6848] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       711.95380, best error:       786.73395 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:20:00 (72989): called boinc_finish(0)

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