Nameexact_genome_1512568488_43_6363_1
Workunit2603069
Created7 Dec 2017, 19:19:52 UTC
Sent7 Dec 2017, 19:27:43 UTC
Report deadline14 Dec 2017, 17:42:12 UTC
Received9 Dec 2017, 6:22:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 55 min 43 sec
CPU time3 hours 51 min 57 sec
Validate stateValid
Credit1,731.68
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.11 MB
Peak swap size156.87 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0.0000000000, other_time: 0.5086669922
validation[          , genome  6363] predictions:    9672/  10000 (96.72%), best:    9685/10000 (96.85%), error:      1093.94336, best error:      1043.44641 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.2212066650s, input_fired_time: 1.0552130938, output_fired_time: 1.0790588856, propagate_forward_time: 48.3227958679, propagate_backward_time: 74.9539794922, weight_update_time: 0.1864342541, other_time: 2.8101654053
epoch time: 9.9439134598s, input_fired_time: 0.1308084130, output_fired_time: 0.0000000000, propagate_forward_time: 9.2978076935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152969360
validation[          , genome  6363] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       919.31793, best error:       919.31793 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 127.6043014526s, input_fired_time: 1.0537750721, output_fired_time: 1.0772984028, propagate_forward_time: 48.1330718994, propagate_backward_time: 74.5036392212, weight_update_time: 0.1871471703, other_time: 2.8365173340
epoch time: 10.2801866531s, input_fired_time: 0.1332767010, output_fired_time: 0.0000000000, propagate_forward_time: 9.6333169937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135927200
validation[          , genome  6363] predictions:    9655/  10000 (96.55%), best:    9742/10000 (97.42%), error:      1105.56897, best error:       919.31793 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 126.4322357178s, input_fired_time: 1.0574599504, output_fired_time: 1.0795569420, propagate_forward_time: 47.4781761169, propagate_backward_time: 73.9058074951, weight_update_time: 0.1873072088, other_time: 2.9112396240
epoch time: 10.2781496048s, input_fired_time: 0.1337275207, output_fired_time: 0.0000000000, propagate_forward_time: 9.6366853714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077371597
validation[          , genome  6363] predictions:    9625/  10000 (96.25%), best:    9742/10000 (97.42%), error:      1242.34875, best error:       919.31793 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 127.1522903442s, input_fired_time: 1.0472491980, output_fired_time: 1.0770714283, propagate_forward_time: 47.8351936340, propagate_backward_time: 74.3751907349, weight_update_time: 0.1854162067, other_time: 2.8175888062
epoch time: 10.0091018677s, input_fired_time: 0.1310173571, output_fired_time: 0.0000000000, propagate_forward_time: 9.3702077866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078763962
validation[          , genome  6363] predictions:    9709/  10000 (97.09%), best:    9742/10000 (97.42%), error:       977.98914, best error:       919.31793 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 127.0233306885s, input_fired_time: 1.0494837761, output_fired_time: 1.0690644979, propagate_forward_time: 48.0487136841, propagate_backward_time: 74.0827026367, weight_update_time: 0.1848190427, other_time: 2.7733688354
epoch time: 10.5592317581s, input_fired_time: 0.1328066438, output_fired_time: 0.0000000000, propagate_forward_time: 9.9282627106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981622696
validation[          , genome  6363] predictions:    9700/  10000 (97.00%), best:    9742/10000 (97.42%), error:      1067.82373, best error:       919.31793 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 127.9148406982s, input_fired_time: 1.0540077686, output_fired_time: 1.0753690004, propagate_forward_time: 48.3342895508, propagate_backward_time: 74.6491775513, weight_update_time: 0.1874747276, other_time: 2.8019943237
epoch time: 10.2053861618s, input_fired_time: 0.1343675554, output_fired_time: 0.0000000000, propagate_forward_time: 9.5702648163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007534027
validation[          , genome  6363] predictions:    9677/  10000 (96.77%), best:    9742/10000 (97.42%), error:      1110.10620, best error:       919.31793 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 128.1517639160s, input_fired_time: 1.0646972656, output_fired_time: 1.0865876675, propagate_forward_time: 48.3140029907, propagate_backward_time: 74.8074951172, weight_update_time: 0.1899054050, other_time: 2.8789825439
epoch time: 10.0304822922s, input_fired_time: 0.1335819811, output_fired_time: 0.0000000000, propagate_forward_time: 9.3703861237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265140533
validation[          , genome  6363] predictions:    9651/  10000 (96.51%), best:    9742/10000 (97.42%), error:      1136.41650, best error:       919.31793 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 126.7805023193s, input_fired_time: 1.0586380959, output_fired_time: 1.0773485899, propagate_forward_time: 47.5644912720, propagate_backward_time: 74.1962966919, weight_update_time: 0.1884981692, other_time: 2.8837280273
epoch time: 10.2443752289s, input_fired_time: 0.1315609962, output_fired_time: 0.0000000000, propagate_forward_time: 9.6172380447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955759048
validation[          , genome  6363] predictions:    9687/  10000 (96.87%), best:    9742/10000 (97.42%), error:      1012.13074, best error:       919.31793 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 125.4161148071s, input_fired_time: 1.0490294695, output_fired_time: 1.0696177483, propagate_forward_time: 47.0403785706, propagate_backward_time: 73.3750305176, weight_update_time: 0.1866048276, other_time: 2.8820648193
epoch time: 9.3470954895s, input_fired_time: 0.1250218004, output_fired_time: 0.0000000000, propagate_forward_time: 8.7316579819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904155731
validation[          , genome  6363] predictions:    9670/  10000 (96.70%), best:    9742/10000 (97.42%), error:      1122.20142, best error:       919.31793 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 123.2416763306s, input_fired_time: 1.0312895775, output_fired_time: 1.0638269186, propagate_forward_time: 45.5949172974, propagate_backward_time: 72.6623229980, weight_update_time: 0.1854857355, other_time: 2.8893203735
epoch time: 10.0181322098s, input_fired_time: 0.1309521943, output_fired_time: 0.0000000000, propagate_forward_time: 9.3925609589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946193695
validation[          , genome  6363] predictions:    9659/  10000 (96.59%), best:    9742/10000 (97.42%), error:      1150.98376, best error:       919.31793 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 127.1250381470s, input_fired_time: 1.0589283705, output_fired_time: 1.0797352791, propagate_forward_time: 47.8554229736, propagate_backward_time: 74.2708587646, weight_update_time: 0.1865794212, other_time: 2.8600921631
epoch time: 10.6371803284s, input_fired_time: 0.1362961084, output_fired_time: 0.0000000000, propagate_forward_time: 9.9826698303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182142258
validation[          , genome  6363] predictions:    9682/  10000 (96.82%), best:    9742/10000 (97.42%), error:      1043.12598, best error:       919.31793 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.7335281372s, input_fired_time: 1.0602923632, output_fired_time: 1.0821033716, propagate_forward_time: 47.6884384155, propagate_backward_time: 74.0175933838, weight_update_time: 0.1892943829, other_time: 2.8851013184
epoch time: 10.2235431671s, input_fired_time: 0.1341269910, output_fired_time: 0.0000000000, propagate_forward_time: 9.5663776398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230388641
validation[          , genome  6363] predictions:    9686/  10000 (96.86%), best:    9742/10000 (97.42%), error:      1038.08276, best error:       919.31793 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 126.5874557495s, input_fired_time: 1.0535862446, output_fired_time: 1.0785783529, propagate_forward_time: 47.4510955811, propagate_backward_time: 74.1255187988, weight_update_time: 0.1874276549, other_time: 2.8786773682
epoch time: 10.4773721695s, input_fired_time: 0.1354060918, output_fired_time: 0.0000000000, propagate_forward_time: 9.8353633881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066022873
validation[          , genome  6363] predictions:    9633/  10000 (96.33%), best:    9742/10000 (97.42%), error:      1230.52661, best error:       919.31793 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 126.7545166016s, input_fired_time: 1.0553109646, output_fired_time: 1.0789306164, propagate_forward_time: 47.6583442688, propagate_backward_time: 74.1048812866, weight_update_time: 0.1873104125, other_time: 2.8570480347
epoch time: 10.5197086334s, input_fired_time: 0.1379569024, output_fired_time: 0.0000000000, propagate_forward_time: 9.8761596680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055923462
validation[          , genome  6363] predictions:    9632/  10000 (96.32%), best:    9742/10000 (97.42%), error:      1148.57874, best error:       919.31793 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 127.6655960083s, input_fired_time: 1.0587790012, output_fired_time: 1.0820037127, propagate_forward_time: 48.1221885681, propagate_backward_time: 74.5518722534, weight_update_time: 0.1877996027, other_time: 2.8507614136
epoch time: 9.6168918610s, input_fired_time: 0.1325428784, output_fired_time: 0.0000000000, propagate_forward_time: 8.9146432877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697059631
validation[          , genome  6363] predictions:    9686/  10000 (96.86%), best:    9742/10000 (97.42%), error:       975.31464, best error:       919.31793 on epoch:    15, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 126.2185058594s, input_fired_time: 1.0518072844, output_fired_time: 1.0708527565, propagate_forward_time: 47.5988121033, propagate_backward_time: 73.6659622192, weight_update_time: 0.1837353110, other_time: 2.8310775757
epoch time: 9.1698350906s, input_fired_time: 0.1309513003, output_fired_time: 0.0000000000, propagate_forward_time: 8.4999065399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389776230
validation[          , genome  6363] predictions:    9674/  10000 (96.74%), best:    9742/10000 (97.42%), error:      1110.20605, best error:       919.31793 on epoch:    15, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 127.6270065308s, input_fired_time: 1.0628476143, output_fired_time: 1.0825277567, propagate_forward_time: 48.1052703857, propagate_backward_time: 74.4881057739, weight_update_time: 0.1911702603, other_time: 2.8882522583
epoch time: 10.2591695786s, input_fired_time: 0.1326112002, output_fired_time: 0.0000000000, propagate_forward_time: 9.6307983398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957599640
validation[          , genome  6363] predictions:    9684/  10000 (96.84%), best:    9742/10000 (97.42%), error:      1024.42957, best error:       919.31793 on epoch:    15, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 124.9554901123s, input_fired_time: 1.0612248182, output_fired_time: 1.0705267191, propagate_forward_time: 46.6193199158, propagate_backward_time: 73.2674789429, weight_update_time: 0.1892224699, other_time: 2.9369430542
epoch time: 10.2199354172s, input_fired_time: 0.1337332726, output_fired_time: 0.0000000000, propagate_forward_time: 9.5839157104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022869110
validation[          , genome  6363] predictions:    9699/  10000 (96.99%), best:    9742/10000 (97.42%), error:      1000.32935, best error:       919.31793 on epoch:    15, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.3120422363s, input_fired_time: 1.0714855194, output_fired_time: 1.0798449516, propagate_forward_time: 48.4302864075, propagate_backward_time: 74.8732528687, weight_update_time: 0.1906325817, other_time: 2.8571701050
epoch time: 9.9627132416s, input_fired_time: 0.1336458176, output_fired_time: 0.0000000000, propagate_forward_time: 9.2963151932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327520370
validation[          , genome  6363] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       905.38470, best error:       905.38470 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 127.5275573730s, input_fired_time: 1.0680220127, output_fired_time: 1.0811092854, propagate_forward_time: 48.0118141174, propagate_backward_time: 74.4997329712, weight_update_time: 0.1895063519, other_time: 2.8668746948
epoch time: 10.3245096207s, input_fired_time: 0.1361823678, output_fired_time: 0.0000000000, propagate_forward_time: 9.6808071136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075197220
validation[          , genome  6363] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       930.42737, best error:       905.38470 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 126.6883468628s, input_fired_time: 1.0580741167, output_fired_time: 1.0770444870, propagate_forward_time: 47.7440986633, propagate_backward_time: 73.9547195435, weight_update_time: 0.1855719090, other_time: 2.8544082642
epoch time: 10.0051393509s, input_fired_time: 0.1339158416, output_fired_time: 0.0000000000, propagate_forward_time: 9.3576631546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135602951
validation[          , genome  6363] predictions:    9675/  10000 (96.75%), best:    9726/10000 (97.26%), error:      1081.08838, best error:       905.38470 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.1245346069s, input_fired_time: 1.0611408949, output_fired_time: 1.0776138306, propagate_forward_time: 47.9242362976, propagate_backward_time: 74.2014541626, weight_update_time: 0.1872467250, other_time: 2.8600845337
epoch time: 10.1679658890s, input_fired_time: 0.1320528537, output_fired_time: 0.0000000000, propagate_forward_time: 9.5409574509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949560165
validation[          , genome  6363] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       893.96350, best error:       893.96350 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.3064270020s, input_fired_time: 1.0590764284, output_fired_time: 1.0760346651, propagate_forward_time: 47.4412689209, propagate_backward_time: 73.8741531372, weight_update_time: 0.1864949167, other_time: 2.8558959961
epoch time: 9.9862403870s, input_fired_time: 0.1348094046, output_fired_time: 0.0000000000, propagate_forward_time: 9.3214616776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299692154
validation[          , genome  6363] predictions:    9649/  10000 (96.49%), best:    9737/10000 (97.37%), error:      1076.50024, best error:       893.96350 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 127.7214355469s, input_fired_time: 1.0640889406, output_fired_time: 1.0816484690, propagate_forward_time: 48.1715660095, propagate_backward_time: 74.5269165039, weight_update_time: 0.1886245459, other_time: 2.8772125244
epoch time: 10.5220003128s, input_fired_time: 0.1352218240, output_fired_time: 0.0000000000, propagate_forward_time: 9.8753099442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114688873
validation[          , genome  6363] predictions:    9642/  10000 (96.42%), best:    9737/10000 (97.37%), error:      1146.51587, best error:       893.96350 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 125.6519470215s, input_fired_time: 1.0602419376, output_fired_time: 1.0763888359, propagate_forward_time: 47.0693550110, propagate_backward_time: 73.5593338013, weight_update_time: 0.1879668981, other_time: 2.8866348267
epoch time: 10.1878738403s, input_fired_time: 0.1319403797, output_fired_time: 0.0000000000, propagate_forward_time: 9.5364809036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194520950
validation[          , genome  6363] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:      1006.47089, best error:       893.96350 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 127.4277191162s, input_fired_time: 1.0655968189, output_fired_time: 1.0871511698, propagate_forward_time: 47.9833526611, propagate_backward_time: 74.4186935425, weight_update_time: 0.1881446093, other_time: 2.8729248047
epoch time: 10.3190565109s, input_fired_time: 0.1356141269, output_fired_time: 0.0000000000, propagate_forward_time: 9.6796722412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037698746
validation[          , genome  6363] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       859.02991, best error:       859.02991 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 127.0394668579s, input_fired_time: 1.0649129152, output_fired_time: 1.0734176636, propagate_forward_time: 47.9563674927, propagate_backward_time: 74.1216125488, weight_update_time: 0.1855219305, other_time: 2.8231582642
epoch time: 9.6165256500s, input_fired_time: 0.1349049062, output_fired_time: 0.0000000000, propagate_forward_time: 8.8941793442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874414444
validation[          , genome  6363] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       933.05383, best error:       859.02991 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 127.6620941162s, input_fired_time: 1.0705797672, output_fired_time: 1.0880163908, propagate_forward_time: 48.0050163269, propagate_backward_time: 74.6077346802, weight_update_time: 0.1919423640, other_time: 2.8907546997
epoch time: 10.4701032639s, input_fired_time: 0.1375900805, output_fired_time: 0.0000000000, propagate_forward_time: 9.8235473633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089654922
validation[          , genome  6363] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       932.96936, best error:       859.02991 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.2054748535s, input_fired_time: 1.0715618134, output_fired_time: 1.0844110250, propagate_forward_time: 48.3866729736, propagate_backward_time: 74.7932891846, weight_update_time: 0.1912449449, other_time: 2.8695373535
epoch time: 10.3575916290s, input_fired_time: 0.1326785982, output_fired_time: 0.0000000000, propagate_forward_time: 9.7266159058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982967377
validation[          , genome  6363] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:       897.77655, best error:       859.02991 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 127.8617630005s, input_fired_time: 1.0735207796, output_fired_time: 1.0792856216, propagate_forward_time: 48.1741600037, propagate_backward_time: 74.6566543579, weight_update_time: 0.1883776039, other_time: 2.8781356812
epoch time: 10.2999773026s, input_fired_time: 0.1358783245, output_fired_time: 0.0000000000, propagate_forward_time: 9.6671581268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969406128
validation[          , genome  6363] predictions:    9629/  10000 (96.29%), best:    9732/10000 (97.32%), error:      1223.70081, best error:       859.02991 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.0443725586s, input_fired_time: 1.0790767670, output_fired_time: 1.0866689682, propagate_forward_time: 48.3347625732, propagate_backward_time: 74.6495208740, weight_update_time: 0.1895389557, other_time: 2.8943405151
epoch time: 10.2034549713s, input_fired_time: 0.1356904805, output_fired_time: 0.0000000000, propagate_forward_time: 9.5605516434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072126389
validation[          , genome  6363] predictions:    9691/  10000 (96.91%), best:    9732/10000 (97.32%), error:      1017.62860, best error:       859.02991 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.5860900879s, input_fired_time: 1.0869382620, output_fired_time: 1.0891371965, propagate_forward_time: 48.5269622803, propagate_backward_time: 74.9948196411, weight_update_time: 0.1910645515, other_time: 2.8882369995
epoch time: 9.7608985901s, input_fired_time: 0.1354507506, output_fired_time: 0.0000000000, propagate_forward_time: 9.0667095184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587387085
validation[          , genome  6363] predictions:    9654/  10000 (96.54%), best:    9732/10000 (97.32%), error:      1154.56445, best error:       859.02991 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 126.5335006714s, input_fired_time: 1.0666240454, output_fired_time: 1.0816125870, propagate_forward_time: 47.6663398743, propagate_backward_time: 73.8286209106, weight_update_time: 0.1874459982, other_time: 2.8902969360
epoch time: 9.7127580643s, input_fired_time: 0.1298033148, output_fired_time: 0.0000000000, propagate_forward_time: 9.0888872147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940671921
validation[          , genome  6363] predictions:    9661/  10000 (96.61%), best:    9732/10000 (97.32%), error:      1054.59521, best error:       859.02991 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.4945755005s, input_fired_time: 1.0634726286, output_fired_time: 1.0624804497, propagate_forward_time: 47.6021881104, propagate_backward_time: 73.9362869263, weight_update_time: 0.1851618588, other_time: 2.8301544189
epoch time: 10.0259323120s, input_fired_time: 0.1340180337, output_fired_time: 0.0000000000, propagate_forward_time: 9.3871259689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047883987
validation[          , genome  6363] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       945.00629, best error:       859.02991 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 126.9298629761s, input_fired_time: 1.0630456209, output_fired_time: 1.0787105560, propagate_forward_time: 47.7295494080, propagate_backward_time: 74.1368331909, weight_update_time: 0.1878231615, other_time: 2.9217147827
epoch time: 10.2849664688s, input_fired_time: 0.1338457763, output_fired_time: 0.0000000000, propagate_forward_time: 9.6504297256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006914139
validation[          , genome  6363] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       845.43121, best error:       845.43121 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 126.0878295898s, input_fired_time: 1.0605753660, output_fired_time: 1.0707696676, propagate_forward_time: 47.2769012451, propagate_backward_time: 73.8376388550, weight_update_time: 0.1857594252, other_time: 2.8419418335
epoch time: 10.3614654541s, input_fired_time: 0.1349240988, output_fired_time: 0.0000000000, propagate_forward_time: 9.7251644135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013771057
validation[          , genome  6363] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       869.03363, best error:       845.43121 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 127.9230499268s, input_fired_time: 1.0699033737, output_fired_time: 1.0820758343, propagate_forward_time: 48.4637107849, propagate_backward_time: 74.4921340942, weight_update_time: 0.1878068298, other_time: 2.8152236938
epoch time: 10.2544727325s, input_fired_time: 0.1338265389, output_fired_time: 0.0000000000, propagate_forward_time: 9.6222772598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983692169
validation[          , genome  6363] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       818.57379, best error:       818.57379 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 127.6780471802s, input_fired_time: 1.0782613754, output_fired_time: 1.0894880295, propagate_forward_time: 48.2484550476, propagate_backward_time: 74.4002609253, weight_update_time: 0.1879286766, other_time: 2.8615798950
epoch time: 10.3904619217s, input_fired_time: 0.1354226917, output_fired_time: 0.0000000000, propagate_forward_time: 9.7466268539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084123611
validation[          , genome  6363] predictions:    9696/  10000 (96.96%), best:    9761/10000 (97.61%), error:       984.30573, best error:       818.57379 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.6466522217s, input_fired_time: 1.0789765120, output_fired_time: 1.0865572691, propagate_forward_time: 48.6494369507, propagate_backward_time: 74.9865188599, weight_update_time: 0.1869271398, other_time: 2.8451614380
epoch time: 9.2969875336s, input_fired_time: 0.1351914406, output_fired_time: 0.0000000000, propagate_forward_time: 8.5785007477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832958221
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       861.16461, best error:       818.57379 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 126.7014465332s, input_fired_time: 1.0708199739, output_fired_time: 1.0799828768, propagate_forward_time: 47.5316581726, propagate_backward_time: 74.1189270020, weight_update_time: 0.1875711232, other_time: 2.9000549316
epoch time: 10.3456392288s, input_fired_time: 0.1358542144, output_fired_time: 0.0000000000, propagate_forward_time: 9.7022666931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075187683
validation[          , genome  6363] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       925.68933, best error:       818.57379 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 127.0742645264s, input_fired_time: 1.0669744015, output_fired_time: 1.0795781612, propagate_forward_time: 47.7806434631, propagate_backward_time: 74.2767486572, weight_update_time: 0.1875050366, other_time: 2.8703308105
epoch time: 10.3474969864s, input_fired_time: 0.1366902590, output_fired_time: 0.0000000000, propagate_forward_time: 9.7056913376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051155090
validation[          , genome  6363] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       891.13708, best error:       818.57379 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.3968811035s, input_fired_time: 1.0698921680, output_fired_time: 1.0754163265, propagate_forward_time: 47.4192047119, propagate_backward_time: 73.9366073608, weight_update_time: 0.1876521856, other_time: 2.8957595825
epoch time: 10.3469343185s, input_fired_time: 0.1347004920, output_fired_time: 0.0000000000, propagate_forward_time: 9.7104635239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017700195
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       835.08466, best error:       818.57379 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 127.8839340210s, input_fired_time: 1.0808590651, output_fired_time: 1.0845948458, propagate_forward_time: 48.2365455627, propagate_backward_time: 74.5975112915, weight_update_time: 0.1886954308, other_time: 2.8844223022
epoch time: 10.2165489197s, input_fired_time: 0.1357056201, output_fired_time: 0.0000000000, propagate_forward_time: 9.5706157684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102272034
validation[          , genome  6363] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       816.92487, best error:       816.92487 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 127.4811553955s, input_fired_time: 1.0756386518, output_fired_time: 1.0793162584, propagate_forward_time: 48.2776908875, propagate_backward_time: 74.1924285889, weight_update_time: 0.1865967214, other_time: 2.8560791016
epoch time: 9.2407493591s, input_fired_time: 0.1315476149, output_fired_time: 0.0000000000, propagate_forward_time: 8.5519580841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572433472
validation[          , genome  6363] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       912.24530, best error:       816.92487 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 127.6855468750s, input_fired_time: 1.0759552717, output_fired_time: 1.0823788643, propagate_forward_time: 48.2156028748, propagate_backward_time: 74.4290542603, weight_update_time: 0.1902151704, other_time: 2.8825454712
epoch time: 10.5910320282s, input_fired_time: 0.1401644647, output_fired_time: 0.0000000000, propagate_forward_time: 9.9416275024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092401505
validation[          , genome  6363] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       879.44098, best error:       816.92487 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 127.5211334229s, input_fired_time: 1.0700256824, output_fired_time: 1.0747700930, propagate_forward_time: 48.1491012573, propagate_backward_time: 74.3764419556, weight_update_time: 0.1871127337, other_time: 2.8507995605
epoch time: 10.3313999176s, input_fired_time: 0.1370535195, output_fired_time: 0.0000000000, propagate_forward_time: 9.6889324188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054140091
validation[          , genome  6363] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       920.42255, best error:       816.92487 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.6117935181s, input_fired_time: 1.0653079748, output_fired_time: 1.0765253305, propagate_forward_time: 46.7985534668, propagate_backward_time: 73.6740951538, weight_update_time: 0.1881070435, other_time: 2.9973144531
epoch time: 10.2820329666s, input_fired_time: 0.1351258457, output_fired_time: 0.0000000000, propagate_forward_time: 9.6505155563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963912964
validation[          , genome  6363] predictions:    9685/  10000 (96.85%), best:    9746/10000 (97.46%), error:       993.92041, best error:       816.92487 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 127.9790954590s, input_fired_time: 1.0719400644, output_fired_time: 1.0858272314, propagate_forward_time: 48.2217788696, propagate_backward_time: 74.7386016846, weight_update_time: 0.1885400563, other_time: 2.8609466553
epoch time: 9.5056180954s, input_fired_time: 0.1359024495, output_fired_time: 0.0000000000, propagate_forward_time: 8.8209133148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488023758
validation[          , genome  6363] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       921.25659, best error:       816.92487 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 128.3033142090s, input_fired_time: 1.0788913965, output_fired_time: 1.0879102945, propagate_forward_time: 48.4065170288, propagate_backward_time: 74.8760223389, weight_update_time: 0.1889342219, other_time: 2.8539733887
epoch time: 10.2702312469s, input_fired_time: 0.1369120479, output_fired_time: 0.0000000000, propagate_forward_time: 9.6329727173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003461838
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       842.13654, best error:       816.92487 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.8735046387s, input_fired_time: 1.0827312469, output_fired_time: 1.0872588158, propagate_forward_time: 48.7920341492, propagate_backward_time: 75.0687179565, weight_update_time: 0.1896840185, other_time: 2.8427658081
epoch time: 10.4274253845s, input_fired_time: 0.1354833692, output_fired_time: 0.0000000000, propagate_forward_time: 9.7896490097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022926331
validation[          , genome  6363] predictions:    9733/  10000 (97.33%), best:    9746/10000 (97.46%), error:       880.64063, best error:       816.92487 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 126.3360290527s, input_fired_time: 1.0678634644, output_fired_time: 1.0720748901, propagate_forward_time: 47.4187278748, propagate_backward_time: 73.9065856934, weight_update_time: 0.1866333038, other_time: 2.8707733154
epoch time: 10.5898771286s, input_fired_time: 0.1393262893, output_fired_time: 0.0000000000, propagate_forward_time: 9.9462518692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042991638
validation[          , genome  6363] predictions:    9665/  10000 (96.65%), best:    9746/10000 (97.46%), error:      1066.06091, best error:       816.92487 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.4906921387s, input_fired_time: 1.0798661709, output_fired_time: 1.0940912962, propagate_forward_time: 48.5012245178, propagate_backward_time: 74.9586868286, weight_update_time: 0.1893407553, other_time: 2.8568191528
epoch time: 9.4729652405s, input_fired_time: 0.1367706209, output_fired_time: 0.0000000000, propagate_forward_time: 8.7635145187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726804733
validation[          , genome  6363] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1011.45190, best error:       816.92487 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.5622558594s, input_fired_time: 1.0834842920, output_fired_time: 1.0922387838, propagate_forward_time: 48.0717239380, propagate_backward_time: 74.4215545654, weight_update_time: 0.1910072714, other_time: 2.8932571411
epoch time: 10.4556026459s, input_fired_time: 0.1394190788, output_fired_time: 0.0000000000, propagate_forward_time: 9.7979850769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181980133
validation[          , genome  6363] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       873.90051, best error:       816.92487 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 127.1793289185s, input_fired_time: 1.0730043650, output_fired_time: 1.0811182261, propagate_forward_time: 47.8959960938, propagate_backward_time: 74.2726898193, weight_update_time: 0.1873265058, other_time: 2.8565216064
epoch time: 10.0320882797s, input_fired_time: 0.1348941922, output_fired_time: 0.0000000000, propagate_forward_time: 9.3883695602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088243484
validation[          , genome  6363] predictions:    9673/  10000 (96.73%), best:    9746/10000 (97.46%), error:      1105.69824, best error:       816.92487 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 128.7908172607s, input_fired_time: 1.0863063335, output_fired_time: 1.0887790918, propagate_forward_time: 48.6198844910, propagate_backward_time: 75.1036911011, weight_update_time: 0.1908097416, other_time: 2.8921585083
epoch time: 10.4952325821s, input_fired_time: 0.1367201805, output_fired_time: 0.0000000000, propagate_forward_time: 9.8415737152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169391632
validation[          , genome  6363] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       823.73383, best error:       816.92487 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.1543426514s, input_fired_time: 1.0780969858, output_fired_time: 1.0779206753, propagate_forward_time: 47.1822929382, propagate_backward_time: 73.8980636597, weight_update_time: 0.1875393242, other_time: 2.9179763794
epoch time: 10.1857213974s, input_fired_time: 0.1363192797, output_fired_time: 0.0000000000, propagate_forward_time: 9.5380554199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113468170
validation[          , genome  6363] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:      1029.97192, best error:       816.92487 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.8007965088s, input_fired_time: 1.0787961483, output_fired_time: 1.0906800032, propagate_forward_time: 48.7198066711, propagate_backward_time: 75.0460891724, weight_update_time: 0.1891743243, other_time: 2.8654251099
epoch time: 10.2341518402s, input_fired_time: 0.1349004507, output_fired_time: 0.0000000000, propagate_forward_time: 9.5997304916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995212555
validation[          , genome  6363] predictions:    9634/  10000 (96.34%), best:    9746/10000 (97.46%), error:      1189.72485, best error:       816.92487 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 129.9213714600s, input_fired_time: 1.0907208920, output_fired_time: 1.0940346718, propagate_forward_time: 49.3544464111, propagate_backward_time: 75.5092849731, weight_update_time: 0.1899791956, other_time: 2.8728942871
epoch time: 10.8302726746s, input_fired_time: 0.1419073492, output_fired_time: 0.0000000000, propagate_forward_time: 10.1672639847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211009979
validation[          , genome  6363] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1006.90912, best error:       816.92487 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 127.8220977783s, input_fired_time: 1.0806264877, output_fired_time: 1.0850489140, propagate_forward_time: 48.2299461365, propagate_backward_time: 74.5726470947, weight_update_time: 0.1897487789, other_time: 2.8538208008
epoch time: 10.0631599426s, input_fired_time: 0.1348584741, output_fired_time: 0.0000000000, propagate_forward_time: 9.4313688278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969329834
validation[          , genome  6363] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       966.38141, best error:       816.92487 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 127.9724731445s, input_fired_time: 1.0788478851, output_fired_time: 1.0828638077, propagate_forward_time: 48.1630477905, propagate_backward_time: 74.7410049438, weight_update_time: 0.1892858595, other_time: 2.9067077637
epoch time: 10.8383502960s, input_fired_time: 0.1452044994, output_fired_time: 0.0000000000, propagate_forward_time: 10.1680698395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250759125
validation[          , genome  6363] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       861.21454, best error:       816.92487 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.2440948486s, input_fired_time: 1.0794273615, output_fired_time: 1.0820441246, propagate_forward_time: 47.8911056519, propagate_backward_time: 74.3384399414, weight_update_time: 0.1866743118, other_time: 2.8530731201
epoch time: 9.8527374268s, input_fired_time: 0.1391999722, output_fired_time: 0.0000000000, propagate_forward_time: 9.1583948135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551424026
validation[          , genome  6363] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:      1007.41272, best error:       816.92487 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 126.5353088379s, input_fired_time: 1.0761786699, output_fired_time: 1.0848603249, propagate_forward_time: 47.3728027344, propagate_backward_time: 74.0218582153, weight_update_time: 0.1894657016, other_time: 2.9796066284
epoch time: 8.9148073196s, input_fired_time: 0.1314989179, output_fired_time: 0.0000000000, propagate_forward_time: 8.2024364471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808715820
validation[          , genome  6363] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       918.72052, best error:       816.92487 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 127.0655822754s, input_fired_time: 1.0743190050, output_fired_time: 1.0785989761, propagate_forward_time: 47.7744712830, propagate_backward_time: 74.2462539673, weight_update_time: 0.1888222694, other_time: 2.8919448853
epoch time: 8.8369083405s, input_fired_time: 0.1306919158, output_fired_time: 0.0000000000, propagate_forward_time: 8.1512603760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549564362
validation[          , genome  6363] predictions:    9691/  10000 (96.91%), best:    9746/10000 (97.46%), error:      1021.20972, best error:       816.92487 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 126.7723312378s, input_fired_time: 1.0697921515, output_fired_time: 1.0741627216, propagate_forward_time: 47.7192497253, propagate_backward_time: 74.0976104736, weight_update_time: 0.1866713017, other_time: 2.8115081787
epoch time: 10.1469049454s, input_fired_time: 0.1361247301, output_fired_time: 0.0000000000, propagate_forward_time: 9.4966373444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141429901
validation[          , genome  6363] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       955.68481, best error:       816.92487 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 129.4185943604s, input_fired_time: 1.0850645304, output_fired_time: 1.0881077051, propagate_forward_time: 48.9741897583, propagate_backward_time: 75.4073333740, weight_update_time: 0.1944356561, other_time: 2.8638992310
epoch time: 10.4183340073s, input_fired_time: 0.1372588277, output_fired_time: 0.0000000000, propagate_forward_time: 9.7683343887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127410889
validation[          , genome  6363] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:      1009.44232, best error:       816.92487 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.1698608398s, input_fired_time: 1.0832487345, output_fired_time: 1.0890492201, propagate_forward_time: 48.3994445801, propagate_backward_time: 74.7522430420, weight_update_time: 0.1884578764, other_time: 2.8458709717
epoch time: 10.4302997589s, input_fired_time: 0.1385215372, output_fired_time: 0.0000000000, propagate_forward_time: 9.7820320129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097465515
validation[          , genome  6363] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       882.63672, best error:       816.92487 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 126.3313217163s, input_fired_time: 1.0745544434, output_fired_time: 1.0762124062, propagate_forward_time: 47.3147506714, propagate_backward_time: 73.9510574341, weight_update_time: 0.1876224279, other_time: 2.9147491455
epoch time: 10.4148483276s, input_fired_time: 0.1389031112, output_fired_time: 0.0000000000, propagate_forward_time: 9.7609863281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149593353
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       832.47742, best error:       816.92487 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 127.4875183105s, input_fired_time: 1.0796341896, output_fired_time: 1.0727360249, propagate_forward_time: 48.1237831116, propagate_backward_time: 74.3843002319, weight_update_time: 0.1860558391, other_time: 2.8270645142
epoch time: 10.4892139435s, input_fired_time: 0.1377864629, output_fired_time: 0.0000000000, propagate_forward_time: 9.8548946381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965324402
validation[          , genome  6363] predictions:    9689/  10000 (96.89%), best:    9746/10000 (97.46%), error:       989.73822, best error:       816.92487 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.8783874512s, input_fired_time: 1.0881258249, output_fired_time: 1.0888936520, propagate_forward_time: 48.9548759460, propagate_backward_time: 74.9209671021, weight_update_time: 0.1890725642, other_time: 2.8255233765
epoch time: 10.2626075745s, input_fired_time: 0.1341800541, output_fired_time: 0.0000000000, propagate_forward_time: 9.6343555450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940719604
validation[          , genome  6363] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       944.82269, best error:       816.92487 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 129.8403320313s, input_fired_time: 1.0930304527, output_fired_time: 1.0946725607, propagate_forward_time: 49.1381454468, propagate_backward_time: 75.6668701172, weight_update_time: 0.1878701299, other_time: 2.8476104736
epoch time: 10.5260906219s, input_fired_time: 0.1410375386, output_fired_time: 0.0000000000, propagate_forward_time: 9.8662080765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188446045
validation[          , genome  6363] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       874.18970, best error:       816.92487 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 129.4587097168s, input_fired_time: 1.0867478848, output_fired_time: 1.0939146280, propagate_forward_time: 49.0380783081, propagate_backward_time: 75.3388061523, weight_update_time: 0.1920563579, other_time: 2.9011611938
epoch time: 10.6131076813s, input_fired_time: 0.1416458189, output_fired_time: 0.0000000000, propagate_forward_time: 9.9589834213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124788284
validation[          , genome  6363] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       912.68701, best error:       816.92487 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 126.6739044189s, input_fired_time: 1.0755430460, output_fired_time: 1.0729900599, propagate_forward_time: 47.5856628418, propagate_backward_time: 74.0693435669, weight_update_time: 0.1860562116, other_time: 2.8703613281
epoch time: 10.3410339355s, input_fired_time: 0.1385353506, output_fired_time: 0.0000000000, propagate_forward_time: 9.6975698471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049285889
validation[          , genome  6363] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       840.88892, best error:       816.92487 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 125.0728378296s, input_fired_time: 1.0681321621, output_fired_time: 1.0597412586, propagate_forward_time: 47.0023307800, propagate_backward_time: 73.1094207764, weight_update_time: 0.1870234013, other_time: 2.8332214355
epoch time: 10.3161706924s, input_fired_time: 0.1404326856, output_fired_time: 0.0000000000, propagate_forward_time: 9.6614017487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143365860
validation[          , genome  6363] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:      1020.12506, best error:       816.92487 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.3268585205s, input_fired_time: 1.0853254795, output_fired_time: 1.0791544914, propagate_forward_time: 48.5806999207, propagate_backward_time: 74.7685623169, weight_update_time: 0.1865704507, other_time: 2.8131179810
epoch time: 10.4297475815s, input_fired_time: 0.1408755481, output_fired_time: 0.0000000000, propagate_forward_time: 9.7692365646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196352005
validation[          , genome  6363] predictions:    9753/  10000 (97.53%), best:    9746/10000 (97.46%), error:       846.13959, best error:       816.92487 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 127.7369461060s, input_fired_time: 1.0837827921, output_fired_time: 1.0775982141, propagate_forward_time: 48.2583618164, propagate_backward_time: 74.4536895752, weight_update_time: 0.1896598786, other_time: 2.8635101318
epoch time: 10.5113458633s, input_fired_time: 0.1394530982, output_fired_time: 0.0000000000, propagate_forward_time: 9.8576259613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142669678
validation[          , genome  6363] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       910.66290, best error:       816.92487 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.2223205566s, input_fired_time: 1.0951986313, output_fired_time: 1.0826237202, propagate_forward_time: 48.4056472778, propagate_backward_time: 74.7816390991, weight_update_time: 0.1916072369, other_time: 2.8572082520
epoch time: 9.1691751480s, input_fired_time: 0.1307714581, output_fired_time: 0.0000000000, propagate_forward_time: 8.4921693802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462341309
validation[          , genome  6363] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       748.90155, best error:       748.90155 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.1388473511s, input_fired_time: 1.0800693035, output_fired_time: 1.0765928030, propagate_forward_time: 47.1496009827, propagate_backward_time: 73.9200515747, weight_update_time: 0.1878862083, other_time: 2.9125289917
epoch time: 10.4402761459s, input_fired_time: 0.1382104754, output_fired_time: 0.0000000000, propagate_forward_time: 9.7917919159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102739334
validation[          , genome  6363] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       828.29901, best error:       748.90155 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 128.2496185303s, input_fired_time: 1.0898412466, output_fired_time: 1.0829426050, propagate_forward_time: 48.5444793701, propagate_backward_time: 74.6699752808, weight_update_time: 0.1886681765, other_time: 2.8623809814
epoch time: 10.4683160782s, input_fired_time: 0.1401849836, output_fired_time: 0.0000000000, propagate_forward_time: 9.8075933456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205373764
validation[          , genome  6363] predictions:    9719/  10000 (97.19%), best:    9763/10000 (97.63%), error:       904.79559, best error:       748.90155 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 126.6978988647s, input_fired_time: 1.0821726322, output_fired_time: 1.0728565454, propagate_forward_time: 47.6423835754, propagate_backward_time: 74.0278015137, weight_update_time: 0.1884415150, other_time: 2.8726806641
epoch time: 10.3964500427s, input_fired_time: 0.1395414025, output_fired_time: 0.0000000000, propagate_forward_time: 9.7519760132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049324036
validation[          , genome  6363] predictions:    9757/  10000 (97.57%), best:    9763/10000 (97.63%), error:       800.54578, best error:       748.90155 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.1861114502s, input_fired_time: 1.0919457674, output_fired_time: 1.0955798626, propagate_forward_time: 48.8269958496, propagate_backward_time: 75.2893371582, weight_update_time: 0.1920428723, other_time: 2.8822479248
epoch time: 10.3861951828s, input_fired_time: 0.1387340426, output_fired_time: 0.0000000000, propagate_forward_time: 9.7512216568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962396622
validation[          , genome  6363] predictions:    9773/  10000 (97.73%), best:    9763/10000 (97.63%), error:       767.01141, best error:       748.90155 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 126.8861389160s, input_fired_time: 1.0889192820, output_fired_time: 1.0823866129, propagate_forward_time: 47.6071243286, propagate_backward_time: 74.1894226074, weight_update_time: 0.1884752959, other_time: 2.9182815552
epoch time: 10.2882852554s, input_fired_time: 0.1394669116, output_fired_time: 0.0000000000, propagate_forward_time: 9.6372079849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116100311
validation[          , genome  6363] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       861.38208, best error:       748.90155 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 127.9239044189s, input_fired_time: 1.0848287344, output_fired_time: 1.0823153257, propagate_forward_time: 48.3008422852, propagate_backward_time: 74.6173858643, weight_update_time: 0.1865253896, other_time: 2.8385314941
epoch time: 10.3112020493s, input_fired_time: 0.1411280781, output_fired_time: 0.0000000000, propagate_forward_time: 9.6543865204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156869888
validation[          , genome  6363] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       786.70880, best error:       748.90155 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 126.5659561157s, input_fired_time: 1.0796196461, output_fired_time: 1.0715099573, propagate_forward_time: 47.6830978394, propagate_backward_time: 73.9026641846, weight_update_time: 0.1843642443, other_time: 2.8290634155
epoch time: 10.0921754837s, input_fired_time: 0.1392338574, output_fired_time: 0.0000000000, propagate_forward_time: 9.4317216873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212202072
validation[          , genome  6363] predictions:    9744/  10000 (97.44%), best:    9763/10000 (97.63%), error:       853.87335, best error:       748.90155 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 128.6525726318s, input_fired_time: 1.0891648531, output_fired_time: 1.0876405239, propagate_forward_time: 48.5413475037, propagate_backward_time: 75.0985412598, weight_update_time: 0.1876010448, other_time: 2.8358764648
epoch time: 10.4017286301s, input_fired_time: 0.1378234327, output_fired_time: 0.0000000000, propagate_forward_time: 9.7574090958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064964294
validation[          , genome  6363] predictions:    9717/  10000 (97.17%), best:    9763/10000 (97.63%), error:       892.49969, best error:       748.90155 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 127.3087615967s, input_fired_time: 1.0873017311, output_fired_time: 1.0840810537, propagate_forward_time: 48.0388984680, propagate_backward_time: 74.2029266357, weight_update_time: 0.1895813942, other_time: 2.8955535889
epoch time: 10.1985073090s, input_fired_time: 0.1382827610, output_fired_time: 0.0000000000, propagate_forward_time: 9.5465698242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136547089
validation[          , genome  6363] predictions:    9718/  10000 (97.18%), best:    9763/10000 (97.63%), error:       938.39093, best error:       748.90155 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 125.1666641235s, input_fired_time: 1.0742056370, output_fired_time: 1.0681065321, propagate_forward_time: 46.6992950439, propagate_backward_time: 73.3987960815, weight_update_time: 0.1864887029, other_time: 2.9262619019
epoch time: 10.4238510132s, input_fired_time: 0.1406661719, output_fired_time: 0.0000000000, propagate_forward_time: 9.7747240067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084609985
validation[          , genome  6363] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       862.11548, best error:       748.90155 on epoch:    90, 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: 51.7977371216s, input_fired_time: 0.6966821551, output_fired_time: 0.0000000000, propagate_forward_time: 48.4382400513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6628150940
best training[          , genome  6363] predictions:   49571/  50000 (99.14%), best:    9763/10000 (97.63%), error:      1741.20898, best error:       748.90155 on epoch:    90, 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: 10.1942892075s, input_fired_time: 0.1377601177, output_fired_time: 0.0000000000, propagate_forward_time: 9.5475492477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089797974
   testing[          , genome  6363] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       785.19672, best error:       748.90155 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:22:09 (2664): called boinc_finish(0)

</stderr_txt>
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