Nameexact_genome_1512568488_41_6891_1
Workunit2605723
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline16 Dec 2017, 18:43:03 UTC
Received8 Dec 2017, 14:36:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 38 min 26 sec
CPU time4 hours 37 min 25 sec
Validate stateValid
Credit2,208.37
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.32 MB
Peak swap size158.85 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.28%), best:    9656/10000 (96.56%), error:      1241.14087, best error:      1163.40515 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 150.8724822998s, input_fired_time: 1.8297550678, output_fired_time: 1.6528362036, propagate_forward_time: 56.3339424133, propagate_backward_time: 87.4981918335, weight_update_time: 0.1552989483, other_time: 3.5577621460
epoch time: 12.0654363632s, input_fired_time: 0.2335534990, output_fired_time: 0.0000000000, propagate_forward_time: 11.2103738785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215085983
validation[          , genome  6891] predictions:    9654/  10000 (96.54%), best:    9656/10000 (96.56%), error:      1168.89063, best error:      1163.40515 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 150.8125152588s, input_fired_time: 1.8342773914, output_fired_time: 1.6427267790, propagate_forward_time: 56.4066085815, propagate_backward_time: 87.3974761963, weight_update_time: 0.1614958048, other_time: 3.5314254761
epoch time: 12.1896123886s, input_fired_time: 0.2295300514, output_fired_time: 0.0000000000, propagate_forward_time: 11.3429203033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171617508
validation[          , genome  6891] predictions:    9609/  10000 (96.09%), best:    9656/10000 (96.56%), error:      1278.08337, best error:      1163.40515 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 152.8612976074s, input_fired_time: 1.8367083073, output_fired_time: 1.6835532188, propagate_forward_time: 57.1837654114, propagate_backward_time: 88.5605697632, weight_update_time: 0.1565320641, other_time: 3.5967025757
epoch time: 12.1021347046s, input_fired_time: 0.2355941534, output_fired_time: 0.0000000000, propagate_forward_time: 11.2411231995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254177094
validation[          , genome  6891] predictions:    9621/  10000 (96.21%), best:    9656/10000 (96.56%), error:      1245.01160, best error:      1163.40515 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 150.9101409912s, input_fired_time: 1.8481011391, output_fired_time: 1.6454699039, propagate_forward_time: 56.4186782837, propagate_backward_time: 87.4760360718, weight_update_time: 0.1548088491, other_time: 3.5218505859
epoch time: 12.1997451782s, input_fired_time: 0.2357960492, output_fired_time: 0.0000000000, propagate_forward_time: 11.3403282166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236209869
validation[          , genome  6891] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1126.93359, best error:      1126.93359 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 150.7507476807s, input_fired_time: 1.8384149075, output_fired_time: 1.6563473940, propagate_forward_time: 56.2725257874, propagate_backward_time: 87.4227066040, weight_update_time: 0.1562320292, other_time: 3.5607681274
epoch time: 12.0831689835s, input_fired_time: 0.2316556871, output_fired_time: 0.0000000000, propagate_forward_time: 11.2416400909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098728180
validation[          , genome  6891] predictions:    9609/  10000 (96.09%), best:    9660/10000 (96.60%), error:      1307.98157, best error:      1126.93359 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 151.2504882813s, input_fired_time: 1.8492252827, output_fired_time: 1.6658470631, propagate_forward_time: 56.5401763916, propagate_backward_time: 87.6451416016, weight_update_time: 0.1560394317, other_time: 3.5500946045
epoch time: 12.5306177139s, input_fired_time: 0.2394584119, output_fired_time: 0.0000000000, propagate_forward_time: 11.6361970901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549625397
validation[          , genome  6891] predictions:    9595/  10000 (95.95%), best:    9660/10000 (96.60%), error:      1305.51782, best error:      1126.93359 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.1359863281s, input_fired_time: 1.8732812405, output_fired_time: 1.6626535654, propagate_forward_time: 56.7631912231, propagate_backward_time: 88.2752532959, weight_update_time: 0.1561963260, other_time: 3.5616073608
epoch time: 12.2115764618s, input_fired_time: 0.2292200476, output_fired_time: 0.0000000000, propagate_forward_time: 11.3623619080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199941635
validation[          , genome  6891] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1281.56409, best error:      1126.93359 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.0592803955s, input_fired_time: 1.8582768440, output_fired_time: 1.6619766951, propagate_forward_time: 56.3568572998, propagate_backward_time: 87.5943984985, weight_update_time: 0.1577083468, other_time: 3.5877761841
epoch time: 12.4184932709s, input_fired_time: 0.2296531647, output_fired_time: 0.0000000000, propagate_forward_time: 11.5528182983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360216141
validation[          , genome  6891] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1319.68530, best error:      1126.93359 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 150.5879669189s, input_fired_time: 1.8364515305, output_fired_time: 1.6481903791, propagate_forward_time: 56.2703094482, propagate_backward_time: 87.2822570801, weight_update_time: 0.1628855914, other_time: 3.5507507324
epoch time: 12.1973066330s, input_fired_time: 0.2331907302, output_fired_time: 0.0000000000, propagate_forward_time: 11.3288631439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352529526
validation[          , genome  6891] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1106.25952, best error:      1106.25952 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 151.3893280029s, input_fired_time: 1.8433312178, output_fired_time: 1.6529644728, propagate_forward_time: 56.6175918579, propagate_backward_time: 87.7247848511, weight_update_time: 0.1618539244, other_time: 3.5506439209
epoch time: 12.4312925339s, input_fired_time: 0.2441779673, output_fired_time: 0.0000000000, propagate_forward_time: 11.5412349701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458797455
validation[          , genome  6891] predictions:    9649/  10000 (96.49%), best:    9665/10000 (96.65%), error:      1154.08936, best error:      1106.25952 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 150.9115905762s, input_fired_time: 1.8419969082, output_fired_time: 1.6567696333, propagate_forward_time: 56.4308052063, propagate_backward_time: 87.4022216797, weight_update_time: 0.1625770330, other_time: 3.5798034668
epoch time: 12.0668001175s, input_fired_time: 0.2334230542, output_fired_time: 0.0000000000, propagate_forward_time: 11.2168922424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164846420
validation[          , genome  6891] predictions:    9518/  10000 (95.18%), best:    9665/10000 (96.65%), error:      1539.62219, best error:      1106.25952 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 151.2177276611s, input_fired_time: 1.8784555197, output_fired_time: 1.6520774364, propagate_forward_time: 56.5809402466, propagate_backward_time: 87.5447235107, weight_update_time: 0.1614196151, other_time: 3.5615310669
epoch time: 12.1888713837s, input_fired_time: 0.2360393554, output_fired_time: 0.0000000000, propagate_forward_time: 11.3371324539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156997681
validation[          , genome  6891] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1077.25085, best error:      1077.25085 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 151.5101928711s, input_fired_time: 1.8424158096, output_fired_time: 1.6540993452, propagate_forward_time: 56.7293434143, propagate_backward_time: 87.7797393799, weight_update_time: 0.1562406719, other_time: 3.5045928955
epoch time: 12.1710338593s, input_fired_time: 0.2334067971, output_fired_time: 0.0000000000, propagate_forward_time: 11.3184518814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191749573
validation[          , genome  6891] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1031.22705, best error:      1031.22705 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 152.5034637451s, input_fired_time: 1.8682171106, output_fired_time: 1.6672316790, propagate_forward_time: 57.0102882385, propagate_backward_time: 88.3782577515, weight_update_time: 0.1622546762, other_time: 3.5794754028
epoch time: 12.1437196732s, input_fired_time: 0.2296965420, output_fired_time: 0.0000000000, propagate_forward_time: 11.3039598465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100635529
validation[          , genome  6891] predictions:    9682/  10000 (96.82%), best:    9697/10000 (96.97%), error:      1050.77759, best error:      1031.22705 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 150.9102325439s, input_fired_time: 1.8473464251, output_fired_time: 1.6676086187, propagate_forward_time: 56.3232612610, propagate_backward_time: 87.5244064331, weight_update_time: 0.1568098217, other_time: 3.5476150513
epoch time: 12.6347770691s, input_fired_time: 0.2389853597, output_fired_time: 0.0000000000, propagate_forward_time: 11.7320756912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637163162
validation[          , genome  6891] predictions:    9650/  10000 (96.50%), best:    9697/10000 (96.97%), error:      1163.19897, best error:      1031.22705 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 152.0199279785s, input_fired_time: 1.8349093199, output_fired_time: 1.6816651821, propagate_forward_time: 56.8374862671, propagate_backward_time: 88.1542663574, weight_update_time: 0.1605450213, other_time: 3.5115890503
epoch time: 12.1694307327s, input_fired_time: 0.2311367244, output_fired_time: 0.0000000000, propagate_forward_time: 11.3099317551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283626556
validation[          , genome  6891] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1101.25928, best error:      1031.22705 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 150.2402191162s, input_fired_time: 1.8517746925, output_fired_time: 1.6578701735, propagate_forward_time: 56.0710105896, propagate_backward_time: 87.0384292603, weight_update_time: 0.1585714966, other_time: 3.6211318970
epoch time: 12.1475572586s, input_fired_time: 0.2395164818, output_fired_time: 0.0000000000, propagate_forward_time: 11.2829952240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250457764
validation[          , genome  6891] predictions:    9639/  10000 (96.39%), best:    9697/10000 (96.97%), error:      1162.90967, best error:      1031.22705 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 153.1983795166s, input_fired_time: 1.8857874870, output_fired_time: 1.6894043684, propagate_forward_time: 57.1569747925, propagate_backward_time: 88.8750686646, weight_update_time: 0.1570713818, other_time: 3.5911407471
epoch time: 12.1015100479s, input_fired_time: 0.2287216336, output_fired_time: 0.0000000000, propagate_forward_time: 11.2477283478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250600815
validation[          , genome  6891] predictions:    9687/  10000 (96.87%), best:    9697/10000 (96.97%), error:      1041.84338, best error:      1031.22705 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 152.3744354248s, input_fired_time: 1.8463555574, output_fired_time: 1.6620261669, propagate_forward_time: 57.0892257690, propagate_backward_time: 88.3111267090, weight_update_time: 0.1555300653, other_time: 3.4656906128
epoch time: 12.1167783737s, input_fired_time: 0.2370250374, output_fired_time: 0.0000000000, propagate_forward_time: 11.2532968521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264562607
validation[          , genome  6891] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1016.67554, best error:      1016.67554 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 151.9609985352s, input_fired_time: 1.8704754114, output_fired_time: 1.6705712080, propagate_forward_time: 56.7524795532, propagate_backward_time: 88.1349639893, weight_update_time: 0.1554909796, other_time: 3.5325088501
epoch time: 12.1437892914s, input_fired_time: 0.2308422327, output_fired_time: 0.0000000000, propagate_forward_time: 11.2937831879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191635132
validation[          , genome  6891] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1000.97845, best error:      1000.97845 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 151.8550262451s, input_fired_time: 1.8656474352, output_fired_time: 1.6466654539, propagate_forward_time: 56.6509437561, propagate_backward_time: 88.0939636230, weight_update_time: 0.1567099243, other_time: 3.5978088379
epoch time: 12.4909629822s, input_fired_time: 0.2465367019, output_fired_time: 0.0000000000, propagate_forward_time: 11.5745334625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698932648
validation[          , genome  6891] predictions:    9674/  10000 (96.74%), best:    9688/10000 (96.88%), error:      1049.84412, best error:      1000.97845 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 150.9471893311s, input_fired_time: 1.8673746586, output_fired_time: 1.6482932568, propagate_forward_time: 56.3862113953, propagate_backward_time: 87.5082397461, weight_update_time: 0.1564416140, other_time: 3.5370635986
epoch time: 12.1640672684s, input_fired_time: 0.2455361784, output_fired_time: 0.0000000000, propagate_forward_time: 11.3039560318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145753860
validation[          , genome  6891] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       925.66217, best error:       925.66217 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 152.0020599365s, input_fired_time: 1.8620728254, output_fired_time: 1.6708258390, propagate_forward_time: 56.8408737183, propagate_backward_time: 88.0695877075, weight_update_time: 0.1566270441, other_time: 3.5587005615
epoch time: 12.3630161285s, input_fired_time: 0.2367289364, output_fired_time: 0.0000000000, propagate_forward_time: 11.4954757690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308116913
validation[          , genome  6891] predictions:    9651/  10000 (96.51%), best:    9715/10000 (97.15%), error:      1091.60449, best error:       925.66217 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.1326141357s, input_fired_time: 1.8541872501, output_fired_time: 1.6459356546, propagate_forward_time: 56.0498008728, propagate_backward_time: 87.0382385254, weight_update_time: 0.1568428725, other_time: 3.5444488525
epoch time: 12.2200946808s, input_fired_time: 0.2330898046, output_fired_time: 0.0000000000, propagate_forward_time: 11.3652811050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217241287
validation[          , genome  6891] predictions:    9611/  10000 (96.11%), best:    9715/10000 (97.15%), error:      1262.26746, best error:       925.66217 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 153.0821685791s, input_fired_time: 1.9024046659, output_fired_time: 1.7065802813, propagate_forward_time: 57.2258720398, propagate_backward_time: 88.7043228149, weight_update_time: 0.1555873752, other_time: 3.5429916382
epoch time: 12.2941474915s, input_fired_time: 0.2326593101, output_fired_time: 0.0000000000, propagate_forward_time: 11.4291515350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6323366165
validation[          , genome  6891] predictions:    9712/  10000 (97.12%), best:    9715/10000 (97.15%), error:       968.89233, best error:       925.66217 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 151.0415649414s, input_fired_time: 1.8642029762, output_fired_time: 1.6534681320, propagate_forward_time: 56.4265136719, propagate_backward_time: 87.5407409668, weight_update_time: 0.1570675820, other_time: 3.5566406250
epoch time: 12.2138223648s, input_fired_time: 0.2434009314, output_fired_time: 0.0000000000, propagate_forward_time: 11.3339338303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364879608
validation[          , genome  6891] predictions:    9665/  10000 (96.65%), best:    9715/10000 (97.15%), error:      1039.10962, best error:       925.66217 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 151.0753021240s, input_fired_time: 1.8576827049, output_fired_time: 1.6582807302, propagate_forward_time: 56.4277687073, propagate_backward_time: 87.5663757324, weight_update_time: 0.1573563516, other_time: 3.5652008057
epoch time: 12.1858892441s, input_fired_time: 0.2322856933, output_fired_time: 0.0000000000, propagate_forward_time: 11.3406000137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130037308
validation[          , genome  6891] predictions:    9697/  10000 (96.97%), best:    9715/10000 (97.15%), error:      1073.95630, best error:       925.66217 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 150.8028869629s, input_fired_time: 1.8644876480, output_fired_time: 1.6555249691, propagate_forward_time: 56.2853889465, propagate_backward_time: 87.4689025879, weight_update_time: 0.1575035453, other_time: 3.5285949707
epoch time: 12.0667648315s, input_fired_time: 0.2401574552, output_fired_time: 0.0000000000, propagate_forward_time: 11.2116708755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149368286
validation[          , genome  6891] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       976.93066, best error:       925.66217 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 152.3866882324s, input_fired_time: 1.8574264050, output_fired_time: 1.6775240898, propagate_forward_time: 56.9485130310, propagate_backward_time: 88.3117218018, weight_update_time: 0.1575331688, other_time: 3.5915069580
epoch time: 12.1462688446s, input_fired_time: 0.2404228598, output_fired_time: 0.0000000000, propagate_forward_time: 11.2765197754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293258667
validation[          , genome  6891] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       977.47302, best error:       925.66217 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 151.2176971436s, input_fired_time: 1.8593176603, output_fired_time: 1.6678332090, propagate_forward_time: 56.4506912231, propagate_backward_time: 87.7054595947, weight_update_time: 0.1568731368, other_time: 3.5344009399
epoch time: 11.9813671112s, input_fired_time: 0.2342144996, output_fired_time: 0.0000000000, propagate_forward_time: 11.1296062469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175460815
validation[          , genome  6891] predictions:    9681/  10000 (96.81%), best:    9715/10000 (97.15%), error:      1039.38477, best error:       925.66217 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 150.7736663818s, input_fired_time: 1.8460447788, output_fired_time: 1.6502920389, propagate_forward_time: 56.3905754089, propagate_backward_time: 87.4040985107, weight_update_time: 0.1548004150, other_time: 3.4826507568
epoch time: 12.0273170471s, input_fired_time: 0.2314290553, output_fired_time: 0.0000000000, propagate_forward_time: 11.1847734451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111145020
validation[          , genome  6891] predictions:    9717/  10000 (97.17%), best:    9715/10000 (97.15%), error:       968.26263, best error:       925.66217 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.2411193848s, input_fired_time: 1.9039049149, output_fired_time: 1.6945382357, propagate_forward_time: 57.3810768127, propagate_backward_time: 88.7446746826, weight_update_time: 0.1538099498, other_time: 3.5169372559
epoch time: 12.1545009613s, input_fired_time: 0.2410524637, output_fired_time: 0.0000000000, propagate_forward_time: 11.2851219177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283264160
validation[          , genome  6891] predictions:    9716/  10000 (97.16%), best:    9715/10000 (97.15%), error:       943.14307, best error:       925.66217 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 151.2795104980s, input_fired_time: 1.8537721634, output_fired_time: 1.6562079191, propagate_forward_time: 56.5684013367, propagate_backward_time: 87.7335891724, weight_update_time: 0.1545255035, other_time: 3.4675369263
epoch time: 12.1019210815s, input_fired_time: 0.2384627908, output_fired_time: 0.0000000000, propagate_forward_time: 11.2456483841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178102493
validation[          , genome  6891] predictions:    9723/  10000 (97.23%), best:    9715/10000 (97.15%), error:       956.84882, best error:       925.66217 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 150.7239227295s, input_fired_time: 1.8458008766, output_fired_time: 1.6502203941, propagate_forward_time: 56.4435348511, propagate_backward_time: 87.2737579346, weight_update_time: 0.1552384943, other_time: 3.5106124878
epoch time: 12.1313667297s, input_fired_time: 0.2320984453, output_fired_time: 0.0000000000, propagate_forward_time: 11.2819223404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6173458099
validation[          , genome  6891] predictions:    9698/  10000 (96.98%), best:    9715/10000 (97.15%), error:       992.89832, best error:       925.66217 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 150.0139465332s, input_fired_time: 1.8599703312, output_fired_time: 1.6414637566, propagate_forward_time: 56.0638809204, propagate_backward_time: 86.8819961548, weight_update_time: 0.1575918347, other_time: 3.5666351318
epoch time: 11.9396533966s, input_fired_time: 0.2288558185, output_fired_time: 0.0000000000, propagate_forward_time: 11.0940046310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167926788
validation[          , genome  6891] predictions:    9714/  10000 (97.14%), best:    9715/10000 (97.15%), error:       958.30951, best error:       925.66217 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.1782379150s, input_fired_time: 1.8789821863, output_fired_time: 1.6737689972, propagate_forward_time: 56.8347587585, propagate_backward_time: 88.1891098022, weight_update_time: 0.1634470373, other_time: 3.6016159058
epoch time: 12.1635494232s, input_fired_time: 0.2401218563, output_fired_time: 0.0000000000, propagate_forward_time: 11.2898397446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335878372
validation[          , genome  6891] predictions:    9632/  10000 (96.32%), best:    9715/10000 (97.15%), error:      1149.39307, best error:       925.66217 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 150.9274902344s, input_fired_time: 1.8658157587, output_fired_time: 1.6666975021, propagate_forward_time: 56.3634490967, propagate_backward_time: 87.5146789551, weight_update_time: 0.1559350044, other_time: 3.5168457031
epoch time: 12.2004308701s, input_fired_time: 0.2339146584, output_fired_time: 0.0000000000, propagate_forward_time: 11.3594226837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070938110
validation[          , genome  6891] predictions:    9723/  10000 (97.23%), best:    9715/10000 (97.15%), error:       950.02850, best error:       925.66217 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 151.3263397217s, input_fired_time: 1.8613355160, output_fired_time: 1.6585872173, propagate_forward_time: 56.5912971497, propagate_backward_time: 87.6441116333, weight_update_time: 0.1579204798, other_time: 3.5710220337
epoch time: 11.9720973969s, input_fired_time: 0.2426292598, output_fired_time: 0.0000000000, propagate_forward_time: 11.1151866913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142816544
validation[          , genome  6891] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       920.64795, best error:       920.64795 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 152.3459777832s, input_fired_time: 1.8518812656, output_fired_time: 1.6640218496, propagate_forward_time: 56.9669113159, propagate_backward_time: 88.3127517700, weight_update_time: 0.1608096808, other_time: 3.5504150391
epoch time: 12.3867530823s, input_fired_time: 0.2411417365, output_fired_time: 0.0000000000, propagate_forward_time: 11.4834280014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621837616
validation[          , genome  6891] predictions:    9647/  10000 (96.47%), best:    9718/10000 (97.18%), error:      1201.63879, best error:       920.64795 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 152.1608734131s, input_fired_time: 1.8842173815, output_fired_time: 1.6869457960, propagate_forward_time: 56.7275695801, propagate_backward_time: 88.2623443604, weight_update_time: 0.1632485092, other_time: 3.5997924805
epoch time: 12.1732625961s, input_fired_time: 0.2385986000, output_fired_time: 0.0000000000, propagate_forward_time: 11.3143653870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202983856
validation[          , genome  6891] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       913.71680, best error:       913.71680 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.2799835205s, input_fired_time: 1.8649294376, output_fired_time: 1.7057210207, propagate_forward_time: 57.3195037842, propagate_backward_time: 88.8756942749, weight_update_time: 0.1556388587, other_time: 3.5141372681
epoch time: 12.1729192734s, input_fired_time: 0.2350359559, output_fired_time: 0.0000000000, propagate_forward_time: 11.3199281693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6179552078
validation[          , genome  6891] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       908.35992, best error:       908.35992 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 151.9554138184s, input_fired_time: 1.8498395681, output_fired_time: 1.6880110502, propagate_forward_time: 56.8499946594, propagate_backward_time: 88.0292053223, weight_update_time: 0.1558113843, other_time: 3.5383758545
epoch time: 12.1871385574s, input_fired_time: 0.2364906967, output_fired_time: 0.0000000000, propagate_forward_time: 11.3123369217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383113861
validation[          , genome  6891] predictions:    9666/  10000 (96.66%), best:    9729/10000 (97.29%), error:      1038.37451, best error:       908.35992 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 153.2779693604s, input_fired_time: 1.8974850178, output_fired_time: 1.7184880972, propagate_forward_time: 57.2609405518, propagate_backward_time: 88.8014144897, weight_update_time: 0.1569129527, other_time: 3.5996322632
epoch time: 12.2323837280s, input_fired_time: 0.2359933406, output_fired_time: 0.0000000000, propagate_forward_time: 11.3818225861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145677567
validation[          , genome  6891] predictions:    9696/  10000 (96.96%), best:    9729/10000 (97.29%), error:      1031.36353, best error:       908.35992 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 151.2028656006s, input_fired_time: 1.8686757088, output_fired_time: 1.6530086994, propagate_forward_time: 56.4629669189, propagate_backward_time: 87.6576690674, weight_update_time: 0.1556046903, other_time: 3.5605316162
epoch time: 12.3809471130s, input_fired_time: 0.2473099083, output_fired_time: 0.0000000000, propagate_forward_time: 11.4885063171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451311111
validation[          , genome  6891] predictions:    9689/  10000 (96.89%), best:    9729/10000 (97.29%), error:       982.44507, best error:       908.35992 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 151.9954223633s, input_fired_time: 1.8500632048, output_fired_time: 1.6500135660, propagate_forward_time: 56.7863540649, propagate_backward_time: 88.1894836426, weight_update_time: 0.1554455906, other_time: 3.5195083618
epoch time: 12.1548643112s, input_fired_time: 0.2344851047, output_fired_time: 0.0000000000, propagate_forward_time: 11.3090209961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113586426
validation[          , genome  6891] predictions:    9716/  10000 (97.16%), best:    9729/10000 (97.29%), error:       945.86853, best error:       908.35992 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 151.6448364258s, input_fired_time: 1.8601657152, output_fired_time: 1.6694983244, propagate_forward_time: 56.6945152283, propagate_backward_time: 87.9257888794, weight_update_time: 0.1553233564, other_time: 3.4948654175
epoch time: 12.7284469604s, input_fired_time: 0.2695210278, output_fired_time: 0.0000000000, propagate_forward_time: 11.8186664581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402597427
validation[          , genome  6891] predictions:    9679/  10000 (96.79%), best:    9729/10000 (97.29%), error:      1027.43079, best error:       908.35992 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 153.2582702637s, input_fired_time: 1.9229444265, output_fired_time: 1.6833697557, propagate_forward_time: 57.2519950867, propagate_backward_time: 88.7691574097, weight_update_time: 0.1579535156, other_time: 3.6308059692
epoch time: 12.1939353943s, input_fired_time: 0.2339359522, output_fired_time: 0.0000000000, propagate_forward_time: 11.3519744873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080245972
validation[          , genome  6891] predictions:    9705/  10000 (97.05%), best:    9729/10000 (97.29%), error:       943.28485, best error:       908.35992 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 150.7518157959s, input_fired_time: 1.8834977150, output_fired_time: 1.6474190950, propagate_forward_time: 56.2359085083, propagate_backward_time: 87.4058685303, weight_update_time: 0.1573230028, other_time: 3.5791244507
epoch time: 12.2513113022s, input_fired_time: 0.2446009666, output_fired_time: 0.0000000000, propagate_forward_time: 11.3849554062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217546463
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       874.66113, best error:       874.66113 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 150.7104797363s, input_fired_time: 1.8763866425, output_fired_time: 1.6557085514, propagate_forward_time: 56.3438377380, propagate_backward_time: 87.2938690186, weight_update_time: 0.1579364389, other_time: 3.5406646729
epoch time: 12.1123380661s, input_fired_time: 0.2372700125, output_fired_time: 0.0000000000, propagate_forward_time: 11.2456817627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293859482
validation[          , genome  6891] predictions:    9698/  10000 (96.98%), best:    9741/10000 (97.41%), error:       980.77087, best error:       874.66113 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 152.2348937988s, input_fired_time: 1.8803626299, output_fired_time: 1.6649800539, propagate_forward_time: 56.8461875916, propagate_backward_time: 88.3301696777, weight_update_time: 0.1597894877, other_time: 3.5131988525
epoch time: 12.5308055878s, input_fired_time: 0.2461548597, output_fired_time: 0.0000000000, propagate_forward_time: 11.6409778595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436729431
validation[          , genome  6891] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       850.95056, best error:       850.95056 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 151.9794464111s, input_fired_time: 1.8815745115, output_fired_time: 1.6651800871, propagate_forward_time: 56.8443870544, propagate_backward_time: 88.0311813354, weight_update_time: 0.1558176726, other_time: 3.5571212769
epoch time: 12.6070642471s, input_fired_time: 0.2539481521, output_fired_time: 0.0000000000, propagate_forward_time: 11.7033662796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497497559
validation[          , genome  6891] predictions:    9701/  10000 (97.01%), best:    9734/10000 (97.34%), error:       984.25293, best error:       850.95056 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 151.3612518311s, input_fired_time: 1.8611950874, output_fired_time: 1.6551101208, propagate_forward_time: 56.6181869507, propagate_backward_time: 87.6533355713, weight_update_time: 0.1647176445, other_time: 3.5734329224
epoch time: 12.4196586609s, input_fired_time: 0.2721451521, output_fired_time: 0.0000000000, propagate_forward_time: 11.5101556778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6373577118
validation[          , genome  6891] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       840.64294, best error:       840.64294 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.9888153076s, input_fired_time: 1.8778791428, output_fired_time: 1.6709235907, propagate_forward_time: 56.9249305725, propagate_backward_time: 88.0230560303, weight_update_time: 0.1617198884, other_time: 3.4920196533
epoch time: 12.1559686661s, input_fired_time: 0.2445071936, output_fired_time: 0.0000000000, propagate_forward_time: 11.2868061066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246557236
validation[          , genome  6891] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       985.01453, best error:       840.64294 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 153.4799804688s, input_fired_time: 1.8860968351, output_fired_time: 1.6828086376, propagate_forward_time: 57.4132385254, propagate_backward_time: 88.8722534180, weight_update_time: 0.1576009244, other_time: 3.6255798340
epoch time: 12.2210035324s, input_fired_time: 0.2395593524, output_fired_time: 0.0000000000, propagate_forward_time: 11.3622512817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191930771
validation[          , genome  6891] predictions:    9718/  10000 (97.18%), best:    9738/10000 (97.38%), error:       912.45117, best error:       840.64294 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 150.8426361084s, input_fired_time: 1.8944196701, output_fired_time: 1.6793150902, propagate_forward_time: 56.4154357910, propagate_backward_time: 87.2814254761, weight_update_time: 0.1639200598, other_time: 3.5720291138
epoch time: 12.1993312836s, input_fired_time: 0.2347490489, output_fired_time: 0.0000000000, propagate_forward_time: 11.3450899124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194925308
validation[          , genome  6891] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:       968.33368, best error:       840.64294 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 151.6172485352s, input_fired_time: 1.8523569107, output_fired_time: 1.6526706219, propagate_forward_time: 56.6642150879, propagate_backward_time: 87.9718399048, weight_update_time: 0.1631853133, other_time: 3.4761734009
epoch time: 12.2877283096s, input_fired_time: 0.2469741106, output_fired_time: 0.0000000000, propagate_forward_time: 11.4171705246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235837936
validation[          , genome  6891] predictions:    9720/  10000 (97.20%), best:    9738/10000 (97.38%), error:       954.67621, best error:       840.64294 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 150.9410247803s, input_fired_time: 1.8777470589, output_fired_time: 1.6506507397, propagate_forward_time: 56.3293571472, propagate_backward_time: 87.5181427002, weight_update_time: 0.1573204100, other_time: 3.5651245117
epoch time: 12.3665227890s, input_fired_time: 0.2374265641, output_fired_time: 0.0000000000, propagate_forward_time: 11.4967813492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6323146820
validation[          , genome  6891] predictions:    9724/  10000 (97.24%), best:    9738/10000 (97.38%), error:       919.26080, best error:       840.64294 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.5028076172s, input_fired_time: 1.8904421329, output_fired_time: 1.6616029739, propagate_forward_time: 56.9368095398, propagate_backward_time: 88.4456405640, weight_update_time: 0.1565427631, other_time: 3.5683059692
epoch time: 12.2663326263s, input_fired_time: 0.2367171943, output_fired_time: 0.0000000000, propagate_forward_time: 11.4139995575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156158447
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       878.89789, best error:       840.64294 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 152.0453338623s, input_fired_time: 1.8530223370, output_fired_time: 1.6612591743, propagate_forward_time: 56.7683219910, propagate_backward_time: 88.2375335693, weight_update_time: 0.1586728990, other_time: 3.5251922607
epoch time: 12.2785081863s, input_fired_time: 0.2353662997, output_fired_time: 0.0000000000, propagate_forward_time: 11.4103775024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327648163
validation[          , genome  6891] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       886.61658, best error:       840.64294 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 151.3274536133s, input_fired_time: 1.8645060062, output_fired_time: 1.6476079226, propagate_forward_time: 56.5038566589, propagate_backward_time: 87.8137435913, weight_update_time: 0.1558479667, other_time: 3.4977340698
epoch time: 12.2442951202s, input_fired_time: 0.2378461361, output_fired_time: 0.0000000000, propagate_forward_time: 11.3954505920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109981537
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       875.29626, best error:       840.64294 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 152.9001922607s, input_fired_time: 1.8811268806, output_fired_time: 1.7020908594, propagate_forward_time: 57.1170158386, propagate_backward_time: 88.5922317505, weight_update_time: 0.1613089144, other_time: 3.6077194214
epoch time: 12.5381422043s, input_fired_time: 0.2370238602, output_fired_time: 0.0000000000, propagate_forward_time: 11.6484642029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526536942
validation[          , genome  6891] predictions:    9678/  10000 (96.78%), best:    9738/10000 (97.38%), error:      1031.74390, best error:       840.64294 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 151.4417572021s, input_fired_time: 1.8782970905, output_fired_time: 1.6591407061, propagate_forward_time: 56.6468200684, propagate_backward_time: 87.6894149780, weight_update_time: 0.1617126763, other_time: 3.5680923462
epoch time: 11.9359617233s, input_fired_time: 0.2375299484, output_fired_time: 0.0000000000, propagate_forward_time: 11.0901651382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082668304
validation[          , genome  6891] predictions:    9729/  10000 (97.29%), best:    9738/10000 (97.38%), error:       890.57275, best error:       840.64294 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 152.2908630371s, input_fired_time: 1.8923090696, output_fired_time: 1.6628642082, propagate_forward_time: 57.0258865356, propagate_backward_time: 88.1306152344, weight_update_time: 0.1556897163, other_time: 3.5792007446
epoch time: 12.2590684891s, input_fired_time: 0.2377581298, output_fired_time: 0.0000000000, propagate_forward_time: 11.4029836655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183271408
validation[          , genome  6891] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       969.12549, best error:       840.64294 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 152.1137695313s, input_fired_time: 1.8659693003, output_fired_time: 1.6595766544, propagate_forward_time: 56.9480590820, propagate_backward_time: 88.1515350342, weight_update_time: 0.1547232419, other_time: 3.4886322021
epoch time: 12.3507652283s, input_fired_time: 0.2404142320, output_fired_time: 0.0000000000, propagate_forward_time: 11.4896516800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206989288
validation[          , genome  6891] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       980.30096, best error:       840.64294 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 153.9129180908s, input_fired_time: 1.9131917953, output_fired_time: 1.6766606569, propagate_forward_time: 57.5382003784, propagate_backward_time: 89.2175598145, weight_update_time: 0.1569972336, other_time: 3.5672988892
epoch time: 12.2022438049s, input_fired_time: 0.2364010513, output_fired_time: 0.0000000000, propagate_forward_time: 11.3558950424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099481583
validation[          , genome  6891] predictions:    9733/  10000 (97.33%), best:    9738/10000 (97.38%), error:       906.14105, best error:       840.64294 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 151.2749023438s, input_fired_time: 1.8813464642, output_fired_time: 1.6563907862, propagate_forward_time: 56.5494689941, propagate_backward_time: 87.6382904053, weight_update_time: 0.1568039954, other_time: 3.5494079590
epoch time: 12.3658409119s, input_fired_time: 0.2419575155, output_fired_time: 0.0000000000, propagate_forward_time: 11.5055837631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182994843
validation[          , genome  6891] predictions:    9708/  10000 (97.08%), best:    9738/10000 (97.38%), error:       902.83716, best error:       840.64294 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 151.3041229248s, input_fired_time: 1.8744229078, output_fired_time: 1.6553304195, propagate_forward_time: 56.5128822327, propagate_backward_time: 87.7120208740, weight_update_time: 0.1609770805, other_time: 3.5494689941
epoch time: 12.1062688828s, input_fired_time: 0.2426597625, output_fired_time: 0.0000000000, propagate_forward_time: 11.2423648834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212444305
validation[          , genome  6891] predictions:    9729/  10000 (97.29%), best:    9738/10000 (97.38%), error:       927.32916, best error:       840.64294 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 151.8397674561s, input_fired_time: 1.8673262596, output_fired_time: 1.6617051363, propagate_forward_time: 56.7957077026, propagate_backward_time: 88.0545883179, weight_update_time: 0.1560372561, other_time: 3.4604339600
epoch time: 12.6700286865s, input_fired_time: 0.2462118715, output_fired_time: 0.0000000000, propagate_forward_time: 11.7635498047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6602668762
validation[          , genome  6891] predictions:    9699/  10000 (96.99%), best:    9738/10000 (97.38%), error:       961.21820, best error:       840.64294 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 153.1695098877s, input_fired_time: 1.9110020399, output_fired_time: 1.6783933640, propagate_forward_time: 57.2660675049, propagate_backward_time: 88.7120742798, weight_update_time: 0.1569031775, other_time: 3.6019821167
epoch time: 12.1655569077s, input_fired_time: 0.2410620153, output_fired_time: 0.0000000000, propagate_forward_time: 11.3110704422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6134243011
validation[          , genome  6891] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       919.58398, best error:       840.64294 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 152.2814025879s, input_fired_time: 1.9036831856, output_fired_time: 1.6545578241, propagate_forward_time: 56.8617439270, propagate_backward_time: 88.2811126709, weight_update_time: 0.1570973694, other_time: 3.5803070068
epoch time: 12.2339363098s, input_fired_time: 0.2486652434, output_fired_time: 0.0000000000, propagate_forward_time: 11.3642635345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210079193
validation[          , genome  6891] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       966.80316, best error:       840.64294 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 151.2902679443s, input_fired_time: 1.8650031090, output_fired_time: 1.6434850693, propagate_forward_time: 56.5236473083, propagate_backward_time: 87.7818298340, weight_update_time: 0.1542361379, other_time: 3.4763031006
epoch time: 12.0384368896s, input_fired_time: 0.2434204668, output_fired_time: 0.0000000000, propagate_forward_time: 11.1708269119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241893768
validation[          , genome  6891] predictions:    9735/  10000 (97.35%), best:    9738/10000 (97.38%), error:       863.64380, best error:       840.64294 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.6826477051s, input_fired_time: 1.8976796865, output_fired_time: 1.6823914051, propagate_forward_time: 57.4317359924, propagate_backward_time: 89.1261978149, weight_update_time: 0.1558757126, other_time: 3.5446548462
epoch time: 12.3457860947s, input_fired_time: 0.2431696951, output_fired_time: 0.0000000000, propagate_forward_time: 11.4734935760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291227341
validation[          , genome  6891] predictions:    9692/  10000 (96.92%), best:    9738/10000 (97.38%), error:      1055.26074, best error:       840.64294 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 151.5921630859s, input_fired_time: 1.8832393885, output_fired_time: 1.6477732658, propagate_forward_time: 56.6711311340, propagate_backward_time: 87.9002685547, weight_update_time: 0.1546569914, other_time: 3.4897613525
epoch time: 12.2293729782s, input_fired_time: 0.2379664779, output_fired_time: 0.0000000000, propagate_forward_time: 11.3810997009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103067398
validation[          , genome  6891] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       895.03845, best error:       840.64294 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 151.2922821045s, input_fired_time: 1.9060275555, output_fired_time: 1.6654658318, propagate_forward_time: 56.6029319763, propagate_backward_time: 87.5499877930, weight_update_time: 0.1574620754, other_time: 3.5678710938
epoch time: 12.0980749130s, input_fired_time: 0.2404186875, output_fired_time: 0.0000000000, propagate_forward_time: 11.2411241531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165323257
validation[          , genome  6891] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       922.75079, best error:       840.64294 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 151.8459777832s, input_fired_time: 1.8962082863, output_fired_time: 1.6656153202, propagate_forward_time: 56.6921730042, propagate_backward_time: 88.0322113037, weight_update_time: 0.1571049243, other_time: 3.5597686768
epoch time: 12.0744733810s, input_fired_time: 0.2404592186, output_fired_time: 0.0000000000, propagate_forward_time: 11.2080392838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259746552
validation[          , genome  6891] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       962.08740, best error:       840.64294 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 154.3253784180s, input_fired_time: 1.9055351019, output_fired_time: 1.7066698074, propagate_forward_time: 57.4660911560, propagate_backward_time: 89.6608810425, weight_update_time: 0.1551499814, other_time: 3.5862045288
epoch time: 12.1227436066s, input_fired_time: 0.2449380606, output_fired_time: 0.0000000000, propagate_forward_time: 11.2518644333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259412766
validation[          , genome  6891] predictions:    9681/  10000 (96.81%), best:    9738/10000 (97.38%), error:       985.98480, best error:       840.64294 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.9272460938s, input_fired_time: 1.8804659843, output_fired_time: 1.6889169216, propagate_forward_time: 56.8098182678, propagate_backward_time: 87.9988021851, weight_update_time: 0.1611358374, other_time: 3.5492477417
epoch time: 12.2374267578s, input_fired_time: 0.2398167104, output_fired_time: 0.0000000000, propagate_forward_time: 11.3816976547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159124374
validation[          , genome  6891] predictions:    9725/  10000 (97.25%), best:    9738/10000 (97.38%), error:       880.57825, best error:       840.64294 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.1731109619s, input_fired_time: 1.8985952139, output_fired_time: 1.6587665081, propagate_forward_time: 56.4187011719, propagate_backward_time: 87.6404953003, weight_update_time: 0.1564254910, other_time: 3.5565567017
epoch time: 12.1620645523s, input_fired_time: 0.2388779223, output_fired_time: 0.0000000000, propagate_forward_time: 11.3128852844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103010178
validation[          , genome  6891] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       861.42957, best error:       840.64294 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 151.2627716064s, input_fired_time: 1.8718334436, output_fired_time: 1.6615483761, propagate_forward_time: 56.4755210876, propagate_backward_time: 87.7249374390, weight_update_time: 0.1559978276, other_time: 3.5289382935
epoch time: 12.1426620483s, input_fired_time: 0.2452756613, output_fired_time: 0.0000000000, propagate_forward_time: 11.2774848938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199016571
validation[          , genome  6891] predictions:    9713/  10000 (97.13%), best:    9738/10000 (97.38%), error:       910.70837, best error:       840.64294 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.8757629395s, input_fired_time: 1.8947604895, output_fired_time: 1.6605253220, propagate_forward_time: 56.8337020874, propagate_backward_time: 87.9500961304, weight_update_time: 0.1566974521, other_time: 3.5366821289
epoch time: 12.2820158005s, input_fired_time: 0.2485935390, output_fired_time: 0.0000000000, propagate_forward_time: 11.4180498123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153726578
validation[          , genome  6891] predictions:    9744/  10000 (97.44%), best:    9738/10000 (97.38%), error:       880.94165, best error:       840.64294 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 151.3152618408s, input_fired_time: 1.8831204176, output_fired_time: 1.6553684473, propagate_forward_time: 56.3503074646, propagate_backward_time: 87.8429107666, weight_update_time: 0.1606739908, other_time: 3.5835571289
epoch time: 12.2298507690s, input_fired_time: 0.2376567870, output_fired_time: 0.0000000000, propagate_forward_time: 11.3821144104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100797653
validation[          , genome  6891] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       885.60217, best error:       840.64294 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 151.7259674072s, input_fired_time: 1.8875129223, output_fired_time: 1.6604679823, propagate_forward_time: 56.6482009888, propagate_backward_time: 88.0118179321, weight_update_time: 0.1522770971, other_time: 3.5179748535
epoch time: 12.3529205322s, input_fired_time: 0.2442838848, output_fired_time: 0.0000000000, propagate_forward_time: 11.4767866135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318502426
validation[          , genome  6891] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       871.24432, best error:       840.64294 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 151.6635894775s, input_fired_time: 1.8907772303, output_fired_time: 1.6540591717, propagate_forward_time: 56.6761703491, propagate_backward_time: 87.8852539063, weight_update_time: 0.1558385044, other_time: 3.5573348999
epoch time: 12.3890390396s, input_fired_time: 0.2386174351, output_fired_time: 0.0000000000, propagate_forward_time: 11.5396385193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107826233
validation[          , genome  6891] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       898.07239, best error:       840.64294 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 151.6542205811s, input_fired_time: 1.8910194635, output_fired_time: 1.6680873632, propagate_forward_time: 56.6807708740, propagate_backward_time: 87.8798446655, weight_update_time: 0.1580590606, other_time: 3.5344924927
epoch time: 12.1519403458s, input_fired_time: 0.2433467507, output_fired_time: 0.0000000000, propagate_forward_time: 11.2741718292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344213486
validation[          , genome  6891] predictions:    9733/  10000 (97.33%), best:    9738/10000 (97.38%), error:       875.08093, best error:       840.64294 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 151.4239807129s, input_fired_time: 1.8969358206, output_fired_time: 1.6667015553, propagate_forward_time: 56.5573501587, propagate_backward_time: 87.7472457886, weight_update_time: 0.1571496725, other_time: 3.5557403564
epoch time: 12.3107481003s, input_fired_time: 0.2452996373, output_fired_time: 0.0000000000, propagate_forward_time: 11.4352149963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302337646
validation[          , genome  6891] predictions:    9730/  10000 (97.30%), best:    9738/10000 (97.38%), error:       901.39789, best error:       840.64294 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 151.5216827393s, input_fired_time: 1.8890441656, output_fired_time: 1.6686116457, propagate_forward_time: 56.6075401306, propagate_backward_time: 87.8287582397, weight_update_time: 0.1563932896, other_time: 3.5277328491
epoch time: 12.1851692200s, input_fired_time: 0.2434588969, output_fired_time: 0.0000000000, propagate_forward_time: 11.3228225708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188879013
validation[          , genome  6891] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       908.21021, best error:       840.64294 on epoch:    66, 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: 61.8473358154s, input_fired_time: 1.2168796062, output_fired_time: 0.0000000000, propagate_forward_time: 57.2919731140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3384819031
best training[          , genome  6891] predictions:   49426/  50000 (98.85%), best:    9738/10000 (97.38%), error:      2247.32129, best error:       840.64294 on epoch:    66, 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: 12.3596553802s, input_fired_time: 0.2395219654, output_fired_time: 0.0000000000, propagate_forward_time: 11.4921884537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279449463
   testing[          , genome  6891] predictions:    9782/  10000 (97.82%), best:    9738/10000 (97.38%), error:       729.22729, best error:       840.64294 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:27:18 (6688): called boinc_finish(0)

</stderr_txt>
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