Nameexact_genome_1512568488_45_4249_1
Workunit2592496
Created7 Dec 2017, 9:02:55 UTC
Sent7 Dec 2017, 9:04:13 UTC
Report deadline11 Dec 2017, 5:01:34 UTC
Received7 Dec 2017, 11:03:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 59 min 4 sec
CPU time1 hours 58 min 43 sec
Validate stateValid
Credit957.88
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.43 MB
Peak swap size156.06 MB
Peak disk usage1.52 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0834155381, output_fired_time: 0.0000000000, propagate_forward_time: 4.8435993195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475336075
validation[          , genome  4249] predictions:    9541/  10000 (95.41%), best:    9593/10000 (95.93%), error:      1572.78442, best error:      1413.39380 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.5184631348s, input_fired_time: 0.6575393677, output_fired_time: 0.5986787081, propagate_forward_time: 24.1204319000, propagate_backward_time: 36.5876007080, weight_update_time: 0.1170018911, other_time: 2.5542144775
epoch time: 5.2180333138s, input_fired_time: 0.0813414380, output_fired_time: 0.0000000000, propagate_forward_time: 4.6913146973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453773499
validation[          , genome  4249] predictions:    9561/  10000 (95.61%), best:    9593/10000 (95.93%), error:      1501.88977, best error:      1413.39380 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.8035621643s, input_fired_time: 0.6532050371, output_fired_time: 0.5955858827, propagate_forward_time: 23.8781852722, propagate_backward_time: 36.1625137329, weight_update_time: 0.1147690415, other_time: 2.5140724182
epoch time: 5.4873361588s, input_fired_time: 0.0815068185, output_fired_time: 0.0000000000, propagate_forward_time: 4.9798593521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259700775
validation[          , genome  4249] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1351.22852, best error:      1351.22852 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.8777160645s, input_fired_time: 0.6583607793, output_fired_time: 0.5999029279, propagate_forward_time: 24.2512264252, propagate_backward_time: 36.8363418579, weight_update_time: 0.1164218038, other_time: 2.5318832397
epoch time: 5.4427347183s, input_fired_time: 0.0845373496, output_fired_time: 0.0000000000, propagate_forward_time: 4.9107084274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474887848
validation[          , genome  4249] predictions:    9562/  10000 (95.62%), best:    9605/10000 (96.05%), error:      1518.33972, best error:      1351.22852 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.6948547363s, input_fired_time: 0.6586307287, output_fired_time: 0.6011823416, propagate_forward_time: 24.1682872772, propagate_backward_time: 36.7184753418, weight_update_time: 0.1165042445, other_time: 2.5482788086
epoch time: 5.4283289909s, input_fired_time: 0.0850908086, output_fired_time: 0.0000000000, propagate_forward_time: 4.8834772110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597611427
validation[          , genome  4249] predictions:    9513/  10000 (95.13%), best:    9605/10000 (96.05%), error:      1601.57788, best error:      1351.22852 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.9267196655s, input_fired_time: 0.6611498594, output_fired_time: 0.6038814187, propagate_forward_time: 24.2130699158, propagate_backward_time: 36.8782882690, weight_update_time: 0.1171918437, other_time: 2.5703315735
epoch time: 5.4071044922s, input_fired_time: 0.0837493613, output_fired_time: 0.0000000000, propagate_forward_time: 4.8762140274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471411705
validation[          , genome  4249] predictions:    9445/  10000 (94.45%), best:    9605/10000 (96.05%), error:      1767.20349, best error:      1351.22852 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.7238693237s, input_fired_time: 0.6562152505, output_fired_time: 0.6008743644, propagate_forward_time: 24.2436676025, propagate_backward_time: 36.7161140442, weight_update_time: 0.1154014021, other_time: 2.5069999695
epoch time: 5.4063544273s, input_fired_time: 0.0837258324, output_fired_time: 0.0000000000, propagate_forward_time: 4.8747210503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479074478
validation[          , genome  4249] predictions:    9570/  10000 (95.70%), best:    9605/10000 (96.05%), error:      1449.70935, best error:      1351.22852 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.7880401611s, input_fired_time: 0.6561145782, output_fired_time: 0.6023573875, propagate_forward_time: 24.2334480286, propagate_backward_time: 36.7788696289, weight_update_time: 0.1153552905, other_time: 2.5172538757
epoch time: 5.4005103111s, input_fired_time: 0.0839925706, output_fired_time: 0.0000000000, propagate_forward_time: 4.8569564819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595613480
validation[          , genome  4249] predictions:    9577/  10000 (95.77%), best:    9605/10000 (96.05%), error:      1460.51465, best error:      1351.22852 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.8046340942s, input_fired_time: 0.6598201990, output_fired_time: 0.6031625867, propagate_forward_time: 24.1917800903, propagate_backward_time: 36.8008766174, weight_update_time: 0.1167715043, other_time: 2.5489959717
epoch time: 5.3947167397s, input_fired_time: 0.0832788423, output_fired_time: 0.0000000000, propagate_forward_time: 4.8579678535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534702301
validation[          , genome  4249] predictions:    9566/  10000 (95.66%), best:    9605/10000 (96.05%), error:      1421.05200, best error:      1351.22852 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.2861709595s, input_fired_time: 0.6668952703, output_fired_time: 0.6085131168, propagate_forward_time: 24.3895149231, propagate_backward_time: 36.9968795776, weight_update_time: 0.1191861108, other_time: 2.6243705750
epoch time: 5.4126825333s, input_fired_time: 0.0820326433, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935856819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370641708
validation[          , genome  4249] predictions:    9526/  10000 (95.26%), best:    9605/10000 (96.05%), error:      1578.74548, best error:      1351.22852 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.7560424805s, input_fired_time: 0.6594353914, output_fired_time: 0.6023403406, propagate_forward_time: 24.1863384247, propagate_backward_time: 36.7541885376, weight_update_time: 0.1166783422, other_time: 2.5537338257
epoch time: 5.3244976997s, input_fired_time: 0.0828569531, output_fired_time: 0.0000000000, propagate_forward_time: 4.7972111702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444293976
validation[          , genome  4249] predictions:    9533/  10000 (95.33%), best:    9605/10000 (96.05%), error:      1544.78271, best error:      1351.22852 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.0913238525s, input_fired_time: 0.6609280109, output_fired_time: 0.6065624952, propagate_forward_time: 24.3325653076, propagate_backward_time: 36.9375000000, weight_update_time: 0.1169512048, other_time: 2.5537681580
epoch time: 5.3611273766s, input_fired_time: 0.0847344398, output_fired_time: 0.0000000000, propagate_forward_time: 4.8218927383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545001984
validation[          , genome  4249] predictions:    9569/  10000 (95.69%), best:    9605/10000 (96.05%), error:      1440.37927, best error:      1351.22852 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.1744461060s, input_fired_time: 0.6577733159, output_fired_time: 0.5957403779, propagate_forward_time: 23.9375114441, propagate_backward_time: 36.4537773132, weight_update_time: 0.1165062711, other_time: 2.5296440125
epoch time: 5.4072074890s, input_fired_time: 0.0832742229, output_fired_time: 0.0000000000, propagate_forward_time: 4.8722772598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516558647
validation[          , genome  4249] predictions:    9600/  10000 (96.00%), best:    9600/10000 (96.00%), error:      1318.73279, best error:      1318.73279 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.2227249146s, input_fired_time: 0.6566167474, output_fired_time: 0.5967963934, propagate_forward_time: 24.0593338013, propagate_backward_time: 36.3955726624, weight_update_time: 0.1153747365, other_time: 2.5144042969
epoch time: 5.4360771179s, input_fired_time: 0.0849561542, output_fired_time: 0.0000000000, propagate_forward_time: 4.8974242210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536967278
validation[          , genome  4249] predictions:    9595/  10000 (95.95%), best:    9600/10000 (96.00%), error:      1331.93469, best error:      1318.73279 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.9715347290s, input_fired_time: 0.6632288694, output_fired_time: 0.6032985449, propagate_forward_time: 24.2828063965, propagate_backward_time: 36.8916816711, weight_update_time: 0.1162149310, other_time: 2.5305175781
epoch time: 5.4166398048s, input_fired_time: 0.0834529176, output_fired_time: 0.0000000000, propagate_forward_time: 4.8818969727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512901306
validation[          , genome  4249] predictions:    9580/  10000 (95.80%), best:    9600/10000 (96.00%), error:      1384.02527, best error:      1318.73279 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.9348526001s, input_fired_time: 0.6632567048, output_fired_time: 0.6028977633, propagate_forward_time: 24.3111591339, propagate_backward_time: 36.8052062988, weight_update_time: 0.1162098274, other_time: 2.5523376465
epoch time: 5.3545928001s, input_fired_time: 0.0825098157, output_fired_time: 0.0000000000, propagate_forward_time: 4.8282041550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438786507
validation[          , genome  4249] predictions:    9561/  10000 (95.61%), best:    9600/10000 (96.00%), error:      1413.63477, best error:      1318.73279 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.7245483398s, input_fired_time: 0.6589322686, output_fired_time: 0.6004367471, propagate_forward_time: 24.1735496521, propagate_backward_time: 36.7550010681, weight_update_time: 0.1163255721, other_time: 2.5366249084
epoch time: 5.3998384476s, input_fired_time: 0.0841758698, output_fired_time: 0.0000000000, propagate_forward_time: 4.8651928902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504694939
validation[          , genome  4249] predictions:    9596/  10000 (95.96%), best:    9600/10000 (96.00%), error:      1331.59229, best error:      1318.73279 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.9598464966s, input_fired_time: 0.6639237404, output_fired_time: 0.6061811447, propagate_forward_time: 24.2764091492, propagate_backward_time: 36.8403358459, weight_update_time: 0.1173777059, other_time: 2.5729942322
epoch time: 5.2687134743s, input_fired_time: 0.0805985183, output_fired_time: 0.0000000000, propagate_forward_time: 4.7575392723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305758476
validation[          , genome  4249] predictions:    9573/  10000 (95.73%), best:    9600/10000 (96.00%), error:      1453.97449, best error:      1318.73279 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.0473709106s, input_fired_time: 0.6625371575, output_fired_time: 0.6043863893, propagate_forward_time: 24.3317050934, propagate_backward_time: 36.9097900391, weight_update_time: 0.1159210652, other_time: 2.5389556885
epoch time: 5.3386125565s, input_fired_time: 0.0835363790, output_fired_time: 0.0000000000, propagate_forward_time: 4.8051962852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498801231
validation[          , genome  4249] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1296.05798, best error:      1296.05798 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.1392822266s, input_fired_time: 0.6666426659, output_fired_time: 0.6068850756, propagate_forward_time: 24.3260269165, propagate_backward_time: 36.9517288208, weight_update_time: 0.1187017038, other_time: 2.5880012512
epoch time: 5.4091048241s, input_fired_time: 0.0852111131, output_fired_time: 0.0000000000, propagate_forward_time: 4.8687491417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551444054
validation[          , genome  4249] predictions:    9543/  10000 (95.43%), best:    9624/10000 (96.24%), error:      1474.10181, best error:      1296.05798 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 65.2646179199s, input_fired_time: 0.6639901400, output_fired_time: 0.6039624214, propagate_forward_time: 24.6263961792, propagate_backward_time: 36.8688316345, weight_update_time: 0.1157387570, other_time: 2.5014343262
epoch time: 5.3930134773s, input_fired_time: 0.0831605941, output_fired_time: 0.0000000000, propagate_forward_time: 4.8662834167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435696602
validation[          , genome  4249] predictions:    9610/  10000 (96.10%), best:    9624/10000 (96.24%), error:      1327.21863, best error:      1296.05798 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.1399841309s, input_fired_time: 0.6666638851, output_fired_time: 0.6037047505, propagate_forward_time: 24.3620796204, propagate_backward_time: 36.9436454773, weight_update_time: 0.1167033985, other_time: 2.5638885498
epoch time: 5.3910417557s, input_fired_time: 0.0830387101, output_fired_time: 0.0000000000, propagate_forward_time: 4.8687071800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392957687
validation[          , genome  4249] predictions:    9558/  10000 (95.58%), best:    9624/10000 (96.24%), error:      1500.14807, best error:      1296.05798 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.8545608521s, input_fired_time: 0.6586235762, output_fired_time: 0.6006491780, propagate_forward_time: 24.2545280457, propagate_backward_time: 36.8465728760, weight_update_time: 0.1153901219, other_time: 2.4941864014
epoch time: 5.3390474319s, input_fired_time: 0.0834918320, output_fired_time: 0.0000000000, propagate_forward_time: 4.8205809593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349746704
validation[          , genome  4249] predictions:    9590/  10000 (95.90%), best:    9624/10000 (96.24%), error:      1341.03931, best error:      1296.05798 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.2296371460s, input_fired_time: 0.6652426124, output_fired_time: 0.6045847535, propagate_forward_time: 24.3890838623, propagate_backward_time: 37.0237541199, weight_update_time: 0.1170080453, other_time: 2.5469703674
epoch time: 5.3774299622s, input_fired_time: 0.0830090046, output_fired_time: 0.0000000000, propagate_forward_time: 4.8513727188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430484772
validation[          , genome  4249] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1288.45520, best error:      1288.45520 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.1710205078s, input_fired_time: 0.6597690582, output_fired_time: 0.5957957506, propagate_forward_time: 23.9279499054, propagate_backward_time: 36.4464073181, weight_update_time: 0.1156988591, other_time: 2.5411033630
epoch time: 5.4168610573s, input_fired_time: 0.0840043575, output_fired_time: 0.0000000000, propagate_forward_time: 4.8738808632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589757919
validation[          , genome  4249] predictions:    9612/  10000 (96.12%), best:    9611/10000 (96.11%), error:      1316.73193, best error:      1288.45520 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.9383239746s, input_fired_time: 0.6666202545, output_fired_time: 0.6050169468, propagate_forward_time: 24.2132301331, propagate_backward_time: 36.8935203552, weight_update_time: 0.1172353774, other_time: 2.5599365234
epoch time: 5.4106574059s, input_fired_time: 0.0838947743, output_fired_time: 0.0000000000, propagate_forward_time: 4.8850932121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416694641
validation[          , genome  4249] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1263.91345, best error:      1263.91345 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.1619338989s, input_fired_time: 0.6658070087, output_fired_time: 0.6082526445, propagate_forward_time: 24.3373165131, propagate_backward_time: 37.0061645508, weight_update_time: 0.1170515493, other_time: 2.5443878174
epoch time: 5.4204239845s, input_fired_time: 0.0837370679, output_fired_time: 0.0000000000, propagate_forward_time: 4.8948116302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418754578
validation[          , genome  4249] predictions:    9568/  10000 (95.68%), best:    9611/10000 (96.11%), error:      1421.38525, best error:      1263.91345 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.5754852295s, input_fired_time: 0.6626489162, output_fired_time: 0.6032223105, propagate_forward_time: 24.1187095642, propagate_backward_time: 36.6393852234, weight_update_time: 0.1171575710, other_time: 2.5515213013
epoch time: 5.3758487701s, input_fired_time: 0.0830074921, output_fired_time: 0.0000000000, propagate_forward_time: 4.8547563553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380850792
validation[          , genome  4249] predictions:    9565/  10000 (95.65%), best:    9611/10000 (96.11%), error:      1397.18774, best error:      1263.91345 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.8671875000s, input_fired_time: 0.6642023921, output_fired_time: 0.6022351980, propagate_forward_time: 24.2608890533, propagate_backward_time: 36.7893714905, weight_update_time: 0.1169537604, other_time: 2.5504951477
epoch time: 5.4525880814s, input_fired_time: 0.0849863887, output_fired_time: 0.0000000000, propagate_forward_time: 4.9146146774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529871941
validation[          , genome  4249] predictions:    9577/  10000 (95.77%), best:    9611/10000 (96.11%), error:      1355.20886, best error:      1263.91345 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.4584732056s, input_fired_time: 0.6625888944, output_fired_time: 0.5953183174, propagate_forward_time: 24.1032428741, propagate_backward_time: 36.5613136292, weight_update_time: 0.1159292534, other_time: 2.5360069275
epoch time: 5.2878794670s, input_fired_time: 0.0824314728, output_fired_time: 0.0000000000, propagate_forward_time: 4.7693724632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360756874
validation[          , genome  4249] predictions:    9605/  10000 (96.05%), best:    9611/10000 (96.11%), error:      1316.71948, best error:      1263.91345 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.6536788940s, input_fired_time: 0.6648843288, output_fired_time: 0.6000997424, propagate_forward_time: 24.1347751617, propagate_backward_time: 36.7148284912, weight_update_time: 0.1163608804, other_time: 2.5390930176
epoch time: 5.3555145264s, input_fired_time: 0.0838881359, output_fired_time: 0.0000000000, propagate_forward_time: 4.8291583061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424681664
validation[          , genome  4249] predictions:    9585/  10000 (95.85%), best:    9611/10000 (96.11%), error:      1307.59045, best error:      1263.91345 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.7209930420s, input_fired_time: 0.6646735072, output_fired_time: 0.6024060249, propagate_forward_time: 24.2078990936, propagate_backward_time: 36.7307052612, weight_update_time: 0.1150470823, other_time: 2.5153121948
epoch time: 5.4641590118s, input_fired_time: 0.0858772174, output_fired_time: 0.0000000000, propagate_forward_time: 4.9189949036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592866898
validation[          , genome  4249] predictions:    9623/  10000 (96.23%), best:    9611/10000 (96.11%), error:      1268.54321, best error:      1263.91345 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.0674057007s, input_fired_time: 0.6583095789, output_fired_time: 0.5857796669, propagate_forward_time: 23.5153102875, propagate_backward_time: 35.7839508057, weight_update_time: 0.1140425280, other_time: 2.5240554810
epoch time: 5.3904824257s, input_fired_time: 0.0845526904, output_fired_time: 0.0000000000, propagate_forward_time: 4.8513031006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546265602
validation[          , genome  4249] predictions:    9614/  10000 (96.14%), best:    9611/10000 (96.11%), error:      1291.14587, best error:      1263.91345 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.8615112305s, input_fired_time: 0.6661642790, output_fired_time: 0.6016150117, propagate_forward_time: 24.2772483826, propagate_backward_time: 36.7871131897, weight_update_time: 0.1167484596, other_time: 2.5293731689
epoch time: 5.4068217278s, input_fired_time: 0.0858342424, output_fired_time: 0.0000000000, propagate_forward_time: 4.8654184341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555692673
validation[          , genome  4249] predictions:    9567/  10000 (95.67%), best:    9611/10000 (96.11%), error:      1467.61316, best error:      1263.91345 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.9683380127s, input_fired_time: 0.6689534187, output_fired_time: 0.6039022803, propagate_forward_time: 24.3014545441, propagate_backward_time: 36.8599243164, weight_update_time: 0.1159538403, other_time: 2.5341033936
epoch time: 5.4110765457s, input_fired_time: 0.0857497603, output_fired_time: 0.0000000000, propagate_forward_time: 4.8688492775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564776421
validation[          , genome  4249] predictions:    9600/  10000 (96.00%), best:    9611/10000 (96.11%), error:      1310.68518, best error:      1263.91345 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.7519149780s, input_fired_time: 0.6697755456, output_fired_time: 0.6032754779, propagate_forward_time: 24.2141075134, propagate_backward_time: 36.7036399841, weight_update_time: 0.1165334210, other_time: 2.5611152649
epoch time: 5.3882675171s, input_fired_time: 0.0867061689, output_fired_time: 0.0000000000, propagate_forward_time: 4.8380880356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634733200
validation[          , genome  4249] predictions:    9608/  10000 (96.08%), best:    9611/10000 (96.11%), error:      1296.47241, best error:      1263.91345 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.0615310669s, input_fired_time: 0.6677200794, output_fired_time: 0.6041762829, propagate_forward_time: 24.3264274597, propagate_backward_time: 36.9296226501, weight_update_time: 0.1160086021, other_time: 2.5335884094
epoch time: 5.2135629654s, input_fired_time: 0.0817259550, output_fired_time: 0.0000000000, propagate_forward_time: 4.6984009743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334359169
validation[          , genome  4249] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1217.58057, best error:      1217.58057 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.7210998535s, input_fired_time: 0.6655809283, output_fired_time: 0.6002326012, propagate_forward_time: 24.1403083801, propagate_backward_time: 36.8021125793, weight_update_time: 0.1160331815, other_time: 2.5128669739
epoch time: 5.5425629616s, input_fired_time: 0.0889430791, output_fired_time: 0.0000000000, propagate_forward_time: 4.9883251190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652948380
validation[          , genome  4249] predictions:    9561/  10000 (95.61%), best:    9634/10000 (96.34%), error:      1421.98206, best error:      1217.58057 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.1051864624s, input_fired_time: 0.6738865972, output_fired_time: 0.6073327065, propagate_forward_time: 24.3133621216, propagate_backward_time: 36.9192695618, weight_update_time: 0.1173121631, other_time: 2.5913314819
epoch time: 5.4001865387s, input_fired_time: 0.0853478312, output_fired_time: 0.0000000000, propagate_forward_time: 4.8682394028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465994835
validation[          , genome  4249] predictions:    9596/  10000 (95.96%), best:    9634/10000 (96.34%), error:      1311.06946, best error:      1217.58057 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.8041763306s, input_fired_time: 0.6662452221, output_fired_time: 0.5998547077, propagate_forward_time: 24.1999816895, propagate_backward_time: 36.7976264954, weight_update_time: 0.1168472618, other_time: 2.5404701233
epoch time: 5.4461627007s, input_fired_time: 0.0856836885, output_fired_time: 0.0000000000, propagate_forward_time: 4.9070630074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534158707
validation[          , genome  4249] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1209.19128, best error:      1209.19128 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.8522262573s, input_fired_time: 0.6675627828, output_fired_time: 0.6045310497, propagate_forward_time: 24.2392635345, propagate_backward_time: 36.7943305969, weight_update_time: 0.1161867753, other_time: 2.5465354919
epoch time: 5.3361411095s, input_fired_time: 0.0833884031, output_fired_time: 0.0000000000, propagate_forward_time: 4.8139815331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387712479
validation[          , genome  4249] predictions:    9586/  10000 (95.86%), best:    9651/10000 (96.51%), error:      1336.08423, best error:      1209.19128 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.9884414673s, input_fired_time: 0.6672453284, output_fired_time: 0.6051230431, propagate_forward_time: 24.2889862061, propagate_backward_time: 36.8947830200, weight_update_time: 0.1161924377, other_time: 2.5323066711
epoch time: 5.3619279861s, input_fired_time: 0.0847805366, output_fired_time: 0.0000000000, propagate_forward_time: 4.8258776665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512696266
validation[          , genome  4249] predictions:    9619/  10000 (96.19%), best:    9651/10000 (96.51%), error:      1285.13635, best error:      1209.19128 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.2123870850s, input_fired_time: 0.6692406535, output_fired_time: 0.6076675653, propagate_forward_time: 24.4331722260, propagate_backward_time: 36.9530410767, weight_update_time: 0.1169655472, other_time: 2.5492630005
epoch time: 5.3595805168s, input_fired_time: 0.0837140456, output_fired_time: 0.0000000000, propagate_forward_time: 4.8423089981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335575104
validation[          , genome  4249] predictions:    9588/  10000 (95.88%), best:    9651/10000 (96.51%), error:      1364.23547, best error:      1209.19128 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.8000793457s, input_fired_time: 0.6717892885, output_fired_time: 0.6021035910, propagate_forward_time: 24.1992835999, propagate_backward_time: 36.7560081482, weight_update_time: 0.1169204935, other_time: 2.5708923340
epoch time: 5.3808846474s, input_fired_time: 0.0847032145, output_fired_time: 0.0000000000, propagate_forward_time: 4.8519921303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441890717
validation[          , genome  4249] predictions:    9579/  10000 (95.79%), best:    9651/10000 (96.51%), error:      1365.71130, best error:      1209.19128 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.6856384277s, input_fired_time: 0.6666225791, output_fired_time: 0.6020194292, propagate_forward_time: 24.1335525513, propagate_backward_time: 36.7449836731, weight_update_time: 0.1157592535, other_time: 2.5384559631
epoch time: 5.3846316338s, input_fired_time: 0.0839495733, output_fired_time: 0.0000000000, propagate_forward_time: 4.8695230484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311590195
validation[          , genome  4249] predictions:    9615/  10000 (96.15%), best:    9651/10000 (96.51%), error:      1267.09888, best error:      1209.19128 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.7936630249s, input_fired_time: 0.6706897020, output_fired_time: 0.6005259752, propagate_forward_time: 24.2298660278, propagate_backward_time: 36.7568130493, weight_update_time: 0.1161186546, other_time: 2.5357666016
epoch time: 5.3385629654s, input_fired_time: 0.0858444870, output_fired_time: 0.0000000000, propagate_forward_time: 4.7982015610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545168877
validation[          , genome  4249] predictions:    9607/  10000 (96.07%), best:    9651/10000 (96.51%), error:      1297.73560, best error:      1209.19128 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.7737731934s, input_fired_time: 0.6679915190, output_fired_time: 0.6014158130, propagate_forward_time: 24.1783866882, propagate_backward_time: 36.8004760742, weight_update_time: 0.1156517565, other_time: 2.5255012512
epoch time: 5.3909440041s, input_fired_time: 0.0846116021, output_fired_time: 0.0000000000, propagate_forward_time: 4.8645386696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417939186
validation[          , genome  4249] predictions:    9608/  10000 (96.08%), best:    9651/10000 (96.51%), error:      1334.03992, best error:      1209.19128 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.4600906372s, input_fired_time: 0.6649484634, output_fired_time: 0.5960006714, propagate_forward_time: 24.0244178772, propagate_backward_time: 36.6628456116, weight_update_time: 0.1153179109, other_time: 2.5118789673
epoch time: 5.4759492874s, input_fired_time: 0.0873553902, output_fired_time: 0.0000000000, propagate_forward_time: 4.9233455658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652481079
validation[          , genome  4249] predictions:    9600/  10000 (96.00%), best:    9651/10000 (96.51%), error:      1335.38660, best error:      1209.19128 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.9903640747s, input_fired_time: 0.6754117608, output_fired_time: 0.6028723717, propagate_forward_time: 24.2732238770, propagate_backward_time: 36.8708877563, weight_update_time: 0.1170894653, other_time: 2.5679664612
epoch time: 5.3948044777s, input_fired_time: 0.0851742402, output_fired_time: 0.0000000000, propagate_forward_time: 4.8649325371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446978569
validation[          , genome  4249] predictions:    9624/  10000 (96.24%), best:    9651/10000 (96.51%), error:      1284.52136, best error:      1209.19128 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.9562911987s, input_fired_time: 0.6730178595, output_fired_time: 0.6062340736, propagate_forward_time: 24.2133445740, propagate_backward_time: 36.8736419678, weight_update_time: 0.1189977080, other_time: 2.5900497437
epoch time: 5.3350439072s, input_fired_time: 0.0847190991, output_fired_time: 0.0000000000, propagate_forward_time: 4.8025417328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477829933
validation[          , genome  4249] predictions:    9593/  10000 (95.93%), best:    9651/10000 (96.51%), error:      1322.85095, best error:      1209.19128 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.7860870361s, input_fired_time: 0.6713497043, output_fired_time: 0.6036604643, propagate_forward_time: 24.2421169281, propagate_backward_time: 36.7212944031, weight_update_time: 0.1163286045, other_time: 2.5476646423
epoch time: 5.4152641296s, input_fired_time: 0.0874639153, output_fired_time: 0.0000000000, propagate_forward_time: 4.8635692596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642310143
validation[          , genome  4249] predictions:    9593/  10000 (95.93%), best:    9651/10000 (96.51%), error:      1420.07983, best error:      1209.19128 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.8265075684s, input_fired_time: 0.6768023968, output_fired_time: 0.6009353399, propagate_forward_time: 24.2553329468, propagate_backward_time: 36.7386741638, weight_update_time: 0.1166030169, other_time: 2.5547599792
epoch time: 5.3962864876s, input_fired_time: 0.0846330896, output_fired_time: 0.0000000000, propagate_forward_time: 4.8724346161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392189980
validation[          , genome  4249] predictions:    9646/  10000 (96.46%), best:    9651/10000 (96.51%), error:      1239.50281, best error:      1209.19128 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.7422943115s, input_fired_time: 0.6681174040, output_fired_time: 0.6009645462, propagate_forward_time: 24.1989212036, propagate_backward_time: 36.7357254028, weight_update_time: 0.1166783050, other_time: 2.5385704041
epoch time: 5.3968486786s, input_fired_time: 0.0856637284, output_fired_time: 0.0000000000, propagate_forward_time: 4.8567247391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544601440
validation[          , genome  4249] predictions:    9629/  10000 (96.29%), best:    9651/10000 (96.51%), error:      1275.05847, best error:      1209.19128 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 65.1652603149s, input_fired_time: 0.6775792837, output_fired_time: 0.6094323397, propagate_forward_time: 24.3355560303, propagate_backward_time: 36.9154739380, weight_update_time: 0.1183279902, other_time: 2.6272163391
epoch time: 5.3042330742s, input_fired_time: 0.0837114975, output_fired_time: 0.0000000000, propagate_forward_time: 4.7822213173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383001328
validation[          , genome  4249] predictions:    9596/  10000 (95.96%), best:    9651/10000 (96.51%), error:      1359.05408, best error:      1209.19128 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.8041915894s, input_fired_time: 0.6682843566, output_fired_time: 0.5982791185, propagate_forward_time: 24.1989402771, propagate_backward_time: 36.8086051941, weight_update_time: 0.1161171719, other_time: 2.5300865173
epoch time: 5.3876171112s, input_fired_time: 0.0843560770, output_fired_time: 0.0000000000, propagate_forward_time: 4.8722939491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309668541
validation[          , genome  4249] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1177.72742, best error:      1177.72742 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.0521240234s, input_fired_time: 0.6712166071, output_fired_time: 0.6041479111, propagate_forward_time: 24.3582878113, propagate_backward_time: 36.9131469727, weight_update_time: 0.1159727573, other_time: 2.5053215027
epoch time: 5.4000334740s, input_fired_time: 0.0869713873, output_fired_time: 0.0000000000, propagate_forward_time: 4.8611159325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519462585
validation[          , genome  4249] predictions:    9645/  10000 (96.45%), best:    9646/10000 (96.46%), error:      1191.98669, best error:      1177.72742 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.7164001465s, input_fired_time: 0.6703107953, output_fired_time: 0.6018431187, propagate_forward_time: 24.1172046661, propagate_backward_time: 36.7983207703, weight_update_time: 0.1184073165, other_time: 2.5287208557
epoch time: 5.3274722099s, input_fired_time: 0.0850114599, output_fired_time: 0.0000000000, propagate_forward_time: 4.7981781960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442825317
validation[          , genome  4249] predictions:    9602/  10000 (96.02%), best:    9646/10000 (96.46%), error:      1379.85059, best error:      1177.72742 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.6562042236s, input_fired_time: 0.6747844219, output_fired_time: 0.6047093272, propagate_forward_time: 24.0803337097, propagate_backward_time: 36.7680206299, weight_update_time: 0.1157167852, other_time: 2.5283546448
epoch time: 5.3436431885s, input_fired_time: 0.0849090442, output_fired_time: 0.0000000000, propagate_forward_time: 4.8178358078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408984184
validation[          , genome  4249] predictions:    9604/  10000 (96.04%), best:    9646/10000 (96.46%), error:      1313.82275, best error:      1177.72742 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.7167129517s, input_fired_time: 0.6677007675, output_fired_time: 0.5994093418, propagate_forward_time: 24.2316379547, propagate_backward_time: 36.7310829163, weight_update_time: 0.1150275990, other_time: 2.4868812561
epoch time: 5.3910965919s, input_fired_time: 0.0854778737, output_fired_time: 0.0000000000, propagate_forward_time: 4.8611764908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444422722
validation[          , genome  4249] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1253.29907, best error:      1177.72742 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.8535385132s, input_fired_time: 0.6724441051, output_fired_time: 0.6025953293, propagate_forward_time: 24.2399578094, propagate_backward_time: 36.7803916931, weight_update_time: 0.1166865081, other_time: 2.5581474304
epoch time: 5.2732954025s, input_fired_time: 0.0838399902, output_fired_time: 0.0000000000, propagate_forward_time: 4.7524724007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369831085
validation[          , genome  4249] predictions:    9633/  10000 (96.33%), best:    9646/10000 (96.46%), error:      1264.42029, best error:      1177.72742 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.6961059570s, input_fired_time: 0.6733807921, output_fired_time: 0.6021530032, propagate_forward_time: 24.1570701599, propagate_backward_time: 36.7225036621, weight_update_time: 0.1164453626, other_time: 2.5410003662
epoch time: 5.4235930443s, input_fired_time: 0.0872202218, output_fired_time: 0.0000000000, propagate_forward_time: 4.8770804405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592924118
validation[          , genome  4249] predictions:    9611/  10000 (96.11%), best:    9646/10000 (96.46%), error:      1353.64124, best error:      1177.72742 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.9214935303s, input_fired_time: 0.6789318323, output_fired_time: 0.6040953398, propagate_forward_time: 24.2037944794, propagate_backward_time: 36.8601188660, weight_update_time: 0.1169972643, other_time: 2.5745506287
epoch time: 5.2738823891s, input_fired_time: 0.0846504644, output_fired_time: 0.0000000000, propagate_forward_time: 4.7483367920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408950806
validation[          , genome  4249] predictions:    9608/  10000 (96.08%), best:    9646/10000 (96.46%), error:      1308.00281, best error:      1177.72742 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.6990127563s, input_fired_time: 0.6719248295, output_fired_time: 0.6000391245, propagate_forward_time: 24.1434326172, propagate_backward_time: 36.7660827637, weight_update_time: 0.1155503690, other_time: 2.5175285339
epoch time: 5.4250578880s, input_fired_time: 0.0867967829, output_fired_time: 0.0000000000, propagate_forward_time: 4.8841667175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540944099
validation[          , genome  4249] predictions:    9642/  10000 (96.42%), best:    9646/10000 (96.46%), error:      1238.59241, best error:      1177.72742 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.8277740479s, input_fired_time: 0.6812803745, output_fired_time: 0.6057595611, propagate_forward_time: 24.2485427856, propagate_backward_time: 36.7215614319, weight_update_time: 0.1175978556, other_time: 2.5706291199
epoch time: 5.3643226624s, input_fired_time: 0.0844287947, output_fired_time: 0.0000000000, propagate_forward_time: 4.8447051048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351887703
validation[          , genome  4249] predictions:    9641/  10000 (96.41%), best:    9646/10000 (96.46%), error:      1299.48169, best error:      1177.72742 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.9131164551s, input_fired_time: 0.6734516621, output_fired_time: 0.6031814814, propagate_forward_time: 24.2895069122, propagate_backward_time: 36.8073501587, weight_update_time: 0.1166516989, other_time: 2.5396270752
epoch time: 5.4100875854s, input_fired_time: 0.0860339031, output_fired_time: 0.0000000000, propagate_forward_time: 4.8786878586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453659058
validation[          , genome  4249] predictions:    9645/  10000 (96.45%), best:    9646/10000 (96.46%), error:      1226.29419, best error:      1177.72742 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.8006668091s, input_fired_time: 0.6705576777, output_fired_time: 0.6022406816, propagate_forward_time: 24.2037258148, propagate_backward_time: 36.7975807190, weight_update_time: 0.1160572991, other_time: 2.5265617371
epoch time: 5.3092336655s, input_fired_time: 0.0849300325, output_fired_time: 0.0000000000, propagate_forward_time: 4.7747626305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495410919
validation[          , genome  4249] predictions:    9614/  10000 (96.14%), best:    9646/10000 (96.46%), error:      1292.61743, best error:      1177.72742 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.7521286011s, input_fired_time: 0.6742825508, output_fired_time: 0.6022176743, propagate_forward_time: 24.1584987640, propagate_backward_time: 36.7769317627, weight_update_time: 0.1160347089, other_time: 2.5401916504
epoch time: 5.4031682014s, input_fired_time: 0.0861634463, output_fired_time: 0.0000000000, propagate_forward_time: 4.8669705391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500341415
validation[          , genome  4249] predictions:    9582/  10000 (95.82%), best:    9646/10000 (96.46%), error:      1391.12561, best error:      1177.72742 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.9775466919s, input_fired_time: 0.6761403084, output_fired_time: 0.6045565009, propagate_forward_time: 24.2799148560, propagate_backward_time: 36.8434028625, weight_update_time: 0.1177693903, other_time: 2.5735321045
epoch time: 5.4045858383s, input_fired_time: 0.0856744945, output_fired_time: 0.0000000000, propagate_forward_time: 4.8840074539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349040985
validation[          , genome  4249] predictions:    9620/  10000 (96.20%), best:    9646/10000 (96.46%), error:      1268.73376, best error:      1177.72742 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.9329986572s, input_fired_time: 0.6777647734, output_fired_time: 0.6038577557, propagate_forward_time: 24.2261371613, propagate_backward_time: 36.8581771851, weight_update_time: 0.1173700392, other_time: 2.5670623779
epoch time: 5.3431596756s, input_fired_time: 0.0867921710, output_fired_time: 0.0000000000, propagate_forward_time: 4.7989196777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574480057
validation[          , genome  4249] predictions:    9642/  10000 (96.42%), best:    9646/10000 (96.46%), error:      1235.44177, best error:      1177.72742 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.7149505615s, input_fired_time: 0.6812447906, output_fired_time: 0.6029688716, propagate_forward_time: 24.1550750732, propagate_backward_time: 36.6961479187, weight_update_time: 0.1180719808, other_time: 2.5795135498
epoch time: 5.3530340195s, input_fired_time: 0.0864906162, output_fired_time: 0.0000000000, propagate_forward_time: 4.8203816414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461617470
validation[          , genome  4249] predictions:    9615/  10000 (96.15%), best:    9646/10000 (96.46%), error:      1288.58423, best error:      1177.72742 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.8895645142s, input_fired_time: 0.6813130975, output_fired_time: 0.6024076343, propagate_forward_time: 24.2465019226, propagate_backward_time: 36.7964019775, weight_update_time: 0.1174176261, other_time: 2.5629386902
epoch time: 5.4401268959s, input_fired_time: 0.0878105611, output_fired_time: 0.0000000000, propagate_forward_time: 4.8872737885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650425911
validation[          , genome  4249] predictions:    9604/  10000 (96.04%), best:    9646/10000 (96.46%), error:      1321.36633, best error:      1177.72742 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.9942092896s, input_fired_time: 0.6780897975, output_fired_time: 0.6015650034, propagate_forward_time: 24.2758636475, propagate_backward_time: 36.8671531677, weight_update_time: 0.1171749830, other_time: 2.5715332031
epoch time: 5.4507369995s, input_fired_time: 0.0882135034, output_fired_time: 0.0000000000, propagate_forward_time: 4.9015893936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609341621
validation[          , genome  4249] predictions:    9659/  10000 (96.59%), best:    9646/10000 (96.46%), error:      1209.63403, best error:      1177.72742 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.9696044922s, input_fired_time: 0.6755656004, output_fired_time: 0.6019228697, propagate_forward_time: 24.2965621948, propagate_backward_time: 36.8932647705, weight_update_time: 0.1159113273, other_time: 2.5022888184
epoch time: 5.4012641907s, input_fired_time: 0.0867066830, output_fired_time: 0.0000000000, propagate_forward_time: 4.8729243279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416332245
validation[          , genome  4249] predictions:    9632/  10000 (96.32%), best:    9646/10000 (96.46%), error:      1234.61316, best error:      1177.72742 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.1028900146s, input_fired_time: 0.6847810149, output_fired_time: 0.6045770645, propagate_forward_time: 24.3290233612, propagate_backward_time: 36.9118499756, weight_update_time: 0.1175430417, other_time: 2.5726547241
epoch time: 5.3297123909s, input_fired_time: 0.0865177438, output_fired_time: 0.0000000000, propagate_forward_time: 4.7951021194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480924606
validation[          , genome  4249] predictions:    9631/  10000 (96.31%), best:    9646/10000 (96.46%), error:      1276.90845, best error:      1177.72742 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.7450866699s, input_fired_time: 0.6784402728, output_fired_time: 0.6030366421, propagate_forward_time: 24.1936588287, propagate_backward_time: 36.7394752502, weight_update_time: 0.1160454676, other_time: 2.5304756165
epoch time: 5.3938679695s, input_fired_time: 0.0870758519, output_fired_time: 0.0000000000, propagate_forward_time: 4.8579931259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487991333
validation[          , genome  4249] predictions:    9642/  10000 (96.42%), best:    9646/10000 (96.46%), error:      1207.93237, best error:      1177.72742 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.8090133667s, input_fired_time: 0.6837351918, output_fired_time: 0.6025996208, propagate_forward_time: 24.2381954193, propagate_backward_time: 36.7314682007, weight_update_time: 0.1168564856, other_time: 2.5530090332
epoch time: 5.4110331535s, input_fired_time: 0.0877511948, output_fired_time: 0.0000000000, propagate_forward_time: 4.8713812828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519004822
validation[          , genome  4249] predictions:    9591/  10000 (95.91%), best:    9646/10000 (96.46%), error:      1302.77771, best error:      1177.72742 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.5511703491s, input_fired_time: 0.6792506576, output_fired_time: 0.6007667184, propagate_forward_time: 24.0815982819, propagate_backward_time: 36.6161918640, weight_update_time: 0.1172409877, other_time: 2.5733680725
epoch time: 5.4465560913s, input_fired_time: 0.0880926773, output_fired_time: 0.0000000000, propagate_forward_time: 4.8994998932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589633942
validation[          , genome  4249] predictions:    9592/  10000 (95.92%), best:    9646/10000 (96.46%), error:      1329.92688, best error:      1177.72742 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.9752883911s, input_fired_time: 0.6818420291, output_fired_time: 0.6036876440, propagate_forward_time: 24.3034896851, propagate_backward_time: 36.8191337585, weight_update_time: 0.1173264906, other_time: 2.5671386719
epoch time: 5.2965779305s, input_fired_time: 0.0884229019, output_fired_time: 0.0000000000, propagate_forward_time: 4.7234668732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846882820
validation[          , genome  4249] predictions:    9629/  10000 (96.29%), best:    9646/10000 (96.46%), error:      1249.82556, best error:      1177.72742 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.5161895752s, input_fired_time: 0.6775447726, output_fired_time: 0.5993540287, propagate_forward_time: 24.0480442047, propagate_backward_time: 36.6503410339, weight_update_time: 0.1158862710, other_time: 2.5409049988
epoch time: 5.4120888710s, input_fired_time: 0.0875320435, output_fired_time: 0.0000000000, propagate_forward_time: 4.8739366531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506201744
validation[          , genome  4249] predictions:    9603/  10000 (96.03%), best:    9646/10000 (96.46%), error:      1295.59363, best error:      1177.72742 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.9961090088s, input_fired_time: 0.6821092963, output_fired_time: 0.6052428484, propagate_forward_time: 24.2669372559, propagate_backward_time: 36.8875617981, weight_update_time: 0.1172952652, other_time: 2.5542602539
epoch time: 5.4315090179s, input_fired_time: 0.0901488587, output_fired_time: 0.0000000000, propagate_forward_time: 4.8766460419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647140503
validation[          , genome  4249] predictions:    9619/  10000 (96.19%), best:    9646/10000 (96.46%), error:      1267.23291, best error:      1177.72742 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.1424407959s, input_fired_time: 0.6844027638, output_fired_time: 0.6061467528, propagate_forward_time: 24.3242244720, propagate_backward_time: 36.9321937561, weight_update_time: 0.1180258915, other_time: 2.5954704285
epoch time: 5.3332066536s, input_fired_time: 0.0860789567, output_fired_time: 0.0000000000, propagate_forward_time: 4.8013639450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457635880
validation[          , genome  4249] predictions:    9630/  10000 (96.30%), best:    9646/10000 (96.46%), error:      1226.37830, best error:      1177.72742 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.8286514282s, input_fired_time: 0.6817263961, output_fired_time: 0.6022524834, propagate_forward_time: 24.2786788940, propagate_backward_time: 36.7552642822, weight_update_time: 0.1154152080, other_time: 2.5107307434
epoch time: 5.4381642342s, input_fired_time: 0.0895534158, output_fired_time: 0.0000000000, propagate_forward_time: 4.8916497231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569611549
validation[          , genome  4249] predictions:    9614/  10000 (96.14%), best:    9646/10000 (96.46%), error:      1313.64111, best error:      1177.72742 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.0066528320s, input_fired_time: 0.6853916049, output_fired_time: 0.6090349555, propagate_forward_time: 24.2669315338, propagate_backward_time: 36.8452148438, weight_update_time: 0.1184984669, other_time: 2.6000747681
epoch time: 5.4075045586s, input_fired_time: 0.0868531168, output_fired_time: 0.0000000000, propagate_forward_time: 4.8776865005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429650307
validation[          , genome  4249] predictions:    9617/  10000 (96.17%), best:    9646/10000 (96.46%), error:      1297.58337, best error:      1177.72742 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.1902580261s, input_fired_time: 0.6742302179, output_fired_time: 0.5896137953, propagate_forward_time: 23.5302047729, propagate_backward_time: 35.8315429688, weight_update_time: 0.1153153330, other_time: 2.5646667480
epoch time: 5.3764004707s, input_fired_time: 0.0869990364, output_fired_time: 0.0000000000, propagate_forward_time: 4.8423061371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470953941
validation[          , genome  4249] predictions:    9638/  10000 (96.38%), best:    9646/10000 (96.46%), error:      1241.40051, best error:      1177.72742 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.8299865723s, input_fired_time: 0.6800811291, output_fired_time: 0.6046541333, propagate_forward_time: 24.1754302979, propagate_backward_time: 36.8185272217, weight_update_time: 0.1165881902, other_time: 2.5512924194
epoch time: 5.4083881378s, input_fired_time: 0.0878919587, output_fired_time: 0.0000000000, propagate_forward_time: 4.8685317039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519643784
validation[          , genome  4249] predictions:    9617/  10000 (96.17%), best:    9646/10000 (96.46%), error:      1329.32263, best error:      1177.72742 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.8250350952s, input_fired_time: 0.6844286323, output_fired_time: 0.6054097414, propagate_forward_time: 24.2325973511, propagate_backward_time: 36.7542762756, weight_update_time: 0.1168544590, other_time: 2.5483245850
epoch time: 5.3957190514s, input_fired_time: 0.0880711749, output_fired_time: 0.0000000000, propagate_forward_time: 4.8539519310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536957741
validation[          , genome  4249] predictions:    9607/  10000 (96.07%), best:    9646/10000 (96.46%), error:      1266.08374, best error:      1177.72742 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.1310424805s, input_fired_time: 0.6843212843, output_fired_time: 0.6029505730, propagate_forward_time: 24.3316135406, propagate_backward_time: 36.9774017334, weight_update_time: 0.1169005036, other_time: 2.5347595215
epoch time: 5.4043674469s, input_fired_time: 0.0962196514, output_fired_time: 0.0000000000, propagate_forward_time: 4.8495669365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585809708
validation[          , genome  4249] predictions:    9622/  10000 (96.22%), best:    9646/10000 (96.46%), error:      1287.07935, best error:      1177.72742 on epoch:    68, 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: 27.1862907410s, input_fired_time: 0.4341107011, output_fired_time: 0.0000000000, propagate_forward_time: 24.3319244385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4202556610
best training[          , genome  4249] predictions:   48997/  50000 (97.99%), best:    9646/10000 (96.46%), error:      3695.49097, best error:      1177.72742 on epoch:    68, 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: 5.4221305847s, input_fired_time: 0.0863605887, output_fired_time: 0.0000000000, propagate_forward_time: 4.8833842278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523859024
   testing[          , genome  4249] predictions:    9698/  10000 (96.98%), best:    9646/10000 (96.46%), error:      1011.19293, best error:      1177.72742 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:03:22 (8160): called boinc_finish(0)

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