Nameexact_genome_1512568488_41_4796_0
Workunit2595228
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline13 Dec 2017, 8:47:49 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 5 min 45 sec
CPU time3 hours 4 min 44 sec
Validate stateValid
Credit1,467.34
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.88 MB
Peak swap size157.29 MB
Peak disk usage1.59 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_time: 7.3803782463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038528442
validation[          , genome  4796] predictions:    9541/  10000 (95.41%), best:    9583/10000 (95.83%), error:      1505.29932, best error:      1403.31482 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 100.3929290771s, input_fired_time: 1.1615064144, output_fired_time: 1.0171705484, propagate_forward_time: 37.4458007813, propagate_backward_time: 57.8245811462, weight_update_time: 0.1328288764, other_time: 2.9438667297
epoch time: 8.1509370804s, input_fired_time: 0.1494798511, output_fired_time: 0.0000000000, propagate_forward_time: 7.4823169708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191402435
validation[          , genome  4796] predictions:    9460/  10000 (94.60%), best:    9583/10000 (95.83%), error:      1733.13281, best error:      1403.31482 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 101.6483154297s, input_fired_time: 1.1525540352, output_fired_time: 1.0014455318, propagate_forward_time: 37.9007377625, propagate_backward_time: 58.6008720398, weight_update_time: 0.1271569133, other_time: 2.9927062988
epoch time: 8.2083559036s, input_fired_time: 0.1466904879, output_fired_time: 0.0000000000, propagate_forward_time: 7.5419726372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196928978
validation[          , genome  4796] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1396.85449, best error:      1396.85449 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 99.9973220825s, input_fired_time: 1.1616046429, output_fired_time: 0.9968158007, propagate_forward_time: 37.2939338684, propagate_backward_time: 57.6119117737, weight_update_time: 0.1268941611, other_time: 2.9330520630
epoch time: 8.2291269302s, input_fired_time: 0.1462446749, output_fired_time: 0.0000000000, propagate_forward_time: 7.5797700882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031118393
validation[          , genome  4796] predictions:    9562/  10000 (95.62%), best:    9575/10000 (95.75%), error:      1431.46167, best error:      1396.85449 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 99.9130554199s, input_fired_time: 1.1412434578, output_fired_time: 0.9883536100, propagate_forward_time: 37.2302780151, propagate_backward_time: 57.6202049255, weight_update_time: 0.1318712384, other_time: 2.9329795837
epoch time: 8.3870611191s, input_fired_time: 0.1535375267, output_fired_time: 0.0000000000, propagate_forward_time: 7.7214918137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120315552
validation[          , genome  4796] predictions:    9581/  10000 (95.81%), best:    9575/10000 (95.75%), error:      1425.27844, best error:      1396.85449 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 100.4019927979s, input_fired_time: 1.1487745047, output_fired_time: 1.0042787790, propagate_forward_time: 37.4473648071, propagate_backward_time: 57.9133796692, weight_update_time: 0.1261309087, other_time: 2.8881950378
epoch time: 8.0853252411s, input_fired_time: 0.1512753516, output_fired_time: 0.0000000000, propagate_forward_time: 7.4250349998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090150833
validation[          , genome  4796] predictions:    9544/  10000 (95.44%), best:    9575/10000 (95.75%), error:      1496.37000, best error:      1396.85449 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 100.7454681396s, input_fired_time: 1.1721924543, output_fired_time: 1.0092468262, propagate_forward_time: 37.5977325439, propagate_backward_time: 58.0324707031, weight_update_time: 0.1269609481, other_time: 2.9338226318
epoch time: 8.0167407990s, input_fired_time: 0.1453848779, output_fired_time: 0.0000000000, propagate_forward_time: 7.3730578423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982981682
validation[          , genome  4796] predictions:    9547/  10000 (95.47%), best:    9575/10000 (95.75%), error:      1522.10950, best error:      1396.85449 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 101.6708221436s, input_fired_time: 1.1690444946, output_fired_time: 1.0301716328, propagate_forward_time: 37.8386917114, propagate_backward_time: 58.6695938110, weight_update_time: 0.1272162199, other_time: 2.9633178711
epoch time: 8.3926305771s, input_fired_time: 0.1649990678, output_fired_time: 0.0000000000, propagate_forward_time: 7.6749300957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527014732
validation[          , genome  4796] predictions:    9503/  10000 (95.03%), best:    9575/10000 (95.75%), error:      1676.90906, best error:      1396.85449 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 99.9859161377s, input_fired_time: 1.1623284817, output_fired_time: 1.0044143200, propagate_forward_time: 37.3350563049, propagate_backward_time: 57.4998931885, weight_update_time: 0.1279769391, other_time: 2.9842185974
epoch time: 8.1069154739s, input_fired_time: 0.1469383985, output_fired_time: 0.0000000000, propagate_forward_time: 7.4548406601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051364899
validation[          , genome  4796] predictions:    9511/  10000 (95.11%), best:    9575/10000 (95.75%), error:      1589.62048, best error:      1396.85449 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 100.6318359375s, input_fired_time: 1.1548843384, output_fired_time: 1.0191746950, propagate_forward_time: 37.4901084900, propagate_backward_time: 58.0383987427, weight_update_time: 0.1261326671, other_time: 2.9292716980
epoch time: 8.2001514435s, input_fired_time: 0.1576202065, output_fired_time: 0.0000000000, propagate_forward_time: 7.5248117447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177192688
validation[          , genome  4796] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1458.13159, best error:      1396.85449 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 100.1550445557s, input_fired_time: 1.1746103764, output_fired_time: 0.9988297224, propagate_forward_time: 37.3810882568, propagate_backward_time: 57.6960411072, weight_update_time: 0.1258907318, other_time: 2.9044685364
epoch time: 8.2192878723s, input_fired_time: 0.1472725719, output_fired_time: 0.0000000000, propagate_forward_time: 7.5523886681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196270943
validation[          , genome  4796] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1319.44678, best error:      1319.44678 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 100.1646499634s, input_fired_time: 1.1702902317, output_fired_time: 0.9996634722, propagate_forward_time: 37.3123359680, propagate_backward_time: 57.7391433716, weight_update_time: 0.1267058700, other_time: 2.9432182312
epoch time: 8.2957897186s, input_fired_time: 0.1533984840, output_fired_time: 0.0000000000, propagate_forward_time: 7.6311736107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112175941
validation[          , genome  4796] predictions:    9564/  10000 (95.64%), best:    9616/10000 (96.16%), error:      1444.90283, best error:      1319.44678 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 100.7323532104s, input_fired_time: 1.1530870199, output_fired_time: 1.0001186132, propagate_forward_time: 37.6497001648, propagate_backward_time: 57.9729766846, weight_update_time: 0.1257621497, other_time: 2.9564704895
epoch time: 8.2183275223s, input_fired_time: 0.1489392668, output_fired_time: 0.0000000000, propagate_forward_time: 7.5617165565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076718330
validation[          , genome  4796] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1316.87915, best error:      1316.87915 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.2241668701s, input_fired_time: 1.1697634459, output_fired_time: 1.0344512463, propagate_forward_time: 38.4384078979, propagate_backward_time: 59.6108970642, weight_update_time: 0.1261887550, other_time: 2.9706459045
epoch time: 8.2199497223s, input_fired_time: 0.1493624747, output_fired_time: 0.0000000000, propagate_forward_time: 7.5511765480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194106102
validation[          , genome  4796] predictions:    9566/  10000 (95.66%), best:    9603/10000 (96.03%), error:      1415.16260, best error:      1316.87915 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.3599395752s, input_fired_time: 1.1695899963, output_fired_time: 1.0070174932, propagate_forward_time: 37.4921875000, propagate_backward_time: 57.7480583191, weight_update_time: 0.1277339607, other_time: 2.9430885315
epoch time: 8.3890066147s, input_fired_time: 0.1536294967, output_fired_time: 0.0000000000, propagate_forward_time: 7.7018170357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335602760
validation[          , genome  4796] predictions:    9552/  10000 (95.52%), best:    9603/10000 (96.03%), error:      1453.74097, best error:      1316.87915 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 100.9836883545s, input_fired_time: 1.1470472813, output_fired_time: 0.9930377007, propagate_forward_time: 37.6739044189, propagate_backward_time: 58.2929229736, weight_update_time: 0.1249335259, other_time: 2.8767776489
epoch time: 8.3153266907s, input_fired_time: 0.1582843810, output_fired_time: 0.0000000000, propagate_forward_time: 7.6340069771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230355263
validation[          , genome  4796] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1227.71912, best error:      1227.71912 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 100.5682525635s, input_fired_time: 1.1756733656, output_fired_time: 1.0042742491, propagate_forward_time: 37.4353446960, propagate_backward_time: 58.0338211060, weight_update_time: 0.1263842583, other_time: 2.9191398621
epoch time: 8.1333532333s, input_fired_time: 0.1500266641, output_fired_time: 0.0000000000, propagate_forward_time: 7.4714541435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118722916
validation[          , genome  4796] predictions:    9629/  10000 (96.29%), best:    9622/10000 (96.22%), error:      1258.78772, best error:      1227.71912 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 100.5712127686s, input_fired_time: 1.1669878960, output_fired_time: 1.0081751347, propagate_forward_time: 37.5069389343, propagate_backward_time: 57.9416160583, weight_update_time: 0.1273529530, other_time: 2.9474945068
epoch time: 8.1387920380s, input_fired_time: 0.1527113914, output_fired_time: 0.0000000000, propagate_forward_time: 7.4769849777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090956688
validation[          , genome  4796] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1221.42200, best error:      1221.42200 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.3803558350s, input_fired_time: 1.1616779566, output_fired_time: 1.0114394426, propagate_forward_time: 37.7411499023, propagate_backward_time: 58.4943428040, weight_update_time: 0.1262989491, other_time: 2.9717521667
epoch time: 8.5451612473s, input_fired_time: 0.1660739481, output_fired_time: 0.0000000000, propagate_forward_time: 7.8294267654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496606827
validation[          , genome  4796] predictions:    9597/  10000 (95.97%), best:    9647/10000 (96.47%), error:      1308.23669, best error:      1221.42200 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.6147003174s, input_fired_time: 1.1898554564, output_fired_time: 1.0124087334, propagate_forward_time: 37.9514160156, propagate_backward_time: 58.4735641479, weight_update_time: 0.1283520758, other_time: 2.9874572754
epoch time: 8.2009525299s, input_fired_time: 0.1485948563, output_fired_time: 0.0000000000, propagate_forward_time: 7.5499548912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024027824
validation[          , genome  4796] predictions:    9594/  10000 (95.94%), best:    9647/10000 (96.47%), error:      1343.07166, best error:      1221.42200 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 100.3431320190s, input_fired_time: 1.1768456697, output_fired_time: 1.0078527927, propagate_forward_time: 37.4308547974, propagate_backward_time: 57.7729873657, weight_update_time: 0.1275867373, other_time: 2.9545898438
epoch time: 8.2934246063s, input_fired_time: 0.1482350826, output_fired_time: 0.0000000000, propagate_forward_time: 7.6326932907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124959946
validation[          , genome  4796] predictions:    9548/  10000 (95.48%), best:    9647/10000 (96.47%), error:      1433.67004, best error:      1221.42200 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 99.9992294312s, input_fired_time: 1.1745947599, output_fired_time: 1.0022323132, propagate_forward_time: 37.3263397217, propagate_backward_time: 57.5619201660, weight_update_time: 0.1372461915, other_time: 2.9341430664
epoch time: 8.2785587311s, input_fired_time: 0.1499917060, output_fired_time: 0.0000000000, propagate_forward_time: 7.6147627831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138039589
validation[          , genome  4796] predictions:    9596/  10000 (95.96%), best:    9647/10000 (96.47%), error:      1354.12695, best error:      1221.42200 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 101.0076904297s, input_fired_time: 1.1847904921, output_fired_time: 1.0201262236, propagate_forward_time: 37.7317504883, propagate_backward_time: 58.1131057739, weight_update_time: 0.1279181838, other_time: 2.9579162598
epoch time: 8.3039464951s, input_fired_time: 0.1519750506, output_fired_time: 0.0000000000, propagate_forward_time: 7.6206822395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312895775
validation[          , genome  4796] predictions:    9613/  10000 (96.13%), best:    9647/10000 (96.47%), error:      1291.94971, best error:      1221.42200 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 100.6153640747s, input_fired_time: 1.1796549559, output_fired_time: 1.0180628300, propagate_forward_time: 37.4874916077, propagate_backward_time: 57.9690971375, weight_update_time: 0.1272856891, other_time: 2.9610519409
epoch time: 8.3732194901s, input_fired_time: 0.1534568518, output_fired_time: 0.0000000000, propagate_forward_time: 7.6930413246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267214775
validation[          , genome  4796] predictions:    9614/  10000 (96.14%), best:    9647/10000 (96.47%), error:      1270.55762, best error:      1221.42200 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 101.3296051025s, input_fired_time: 1.1741509438, output_fired_time: 1.0158151388, propagate_forward_time: 37.7945213318, propagate_backward_time: 58.3799362183, weight_update_time: 0.1303524226, other_time: 2.9651832581
epoch time: 8.2845172882s, input_fired_time: 0.1545744538, output_fired_time: 0.0000000000, propagate_forward_time: 7.6155900955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143527985
validation[          , genome  4796] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1181.48816, best error:      1181.48816 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 100.7830734253s, input_fired_time: 1.1775618792, output_fired_time: 1.0205893517, propagate_forward_time: 37.5729293823, propagate_backward_time: 58.0762634277, weight_update_time: 0.1312841773, other_time: 2.9357299805
epoch time: 8.2062988281s, input_fired_time: 0.1500855535, output_fired_time: 0.0000000000, propagate_forward_time: 7.5440468788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121665001
validation[          , genome  4796] predictions:    9566/  10000 (95.66%), best:    9639/10000 (96.39%), error:      1425.44617, best error:      1181.48816 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 101.0105209351s, input_fired_time: 1.1706848145, output_fired_time: 1.0068092346, propagate_forward_time: 37.7477951050, propagate_backward_time: 58.1999855042, weight_update_time: 0.1307847500, other_time: 2.8852424622
epoch time: 8.1997566223s, input_fired_time: 0.1612483710, output_fired_time: 0.0000000000, propagate_forward_time: 7.5368552208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016531944
validation[          , genome  4796] predictions:    9644/  10000 (96.44%), best:    9639/10000 (96.39%), error:      1183.34509, best error:      1181.48816 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 99.8825073242s, input_fired_time: 1.1726908684, output_fired_time: 0.9981957078, propagate_forward_time: 37.2196922302, propagate_backward_time: 57.5566749573, weight_update_time: 0.1276140213, other_time: 2.9352493286
epoch time: 8.2688236237s, input_fired_time: 0.1524387449, output_fired_time: 0.0000000000, propagate_forward_time: 7.6007199287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156645775
validation[          , genome  4796] predictions:    9599/  10000 (95.99%), best:    9639/10000 (96.39%), error:      1303.30029, best error:      1181.48816 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.9185485840s, input_fired_time: 1.1864470243, output_fired_time: 1.0225212574, propagate_forward_time: 37.5433654785, propagate_backward_time: 58.2443580627, weight_update_time: 0.1257302016, other_time: 2.9218559265
epoch time: 8.2639169693s, input_fired_time: 0.1522752643, output_fired_time: 0.0000000000, propagate_forward_time: 7.5962729454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153689384
validation[          , genome  4796] predictions:    9627/  10000 (96.27%), best:    9639/10000 (96.39%), error:      1211.91431, best error:      1181.48816 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 101.8895645142s, input_fired_time: 1.1831921339, output_fired_time: 1.0120824575, propagate_forward_time: 38.0048980713, propagate_backward_time: 58.7385787964, weight_update_time: 0.1261656433, other_time: 2.9508132935
epoch time: 8.4069890976s, input_fired_time: 0.1569273919, output_fired_time: 0.0000000000, propagate_forward_time: 7.7227587700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273032188
validation[          , genome  4796] predictions:    9559/  10000 (95.59%), best:    9639/10000 (96.39%), error:      1487.52295, best error:      1181.48816 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 100.5729751587s, input_fired_time: 1.1744737625, output_fired_time: 1.0129452944, propagate_forward_time: 37.4506225586, propagate_backward_time: 57.9455604553, weight_update_time: 0.1266978681, other_time: 2.9893684387
epoch time: 8.2077941895s, input_fired_time: 0.1588984728, output_fired_time: 0.0000000000, propagate_forward_time: 7.5315241814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173716545
validation[          , genome  4796] predictions:    9617/  10000 (96.17%), best:    9639/10000 (96.39%), error:      1309.78430, best error:      1181.48816 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 100.7032470703s, input_fired_time: 1.1839470863, output_fired_time: 1.0003411770, propagate_forward_time: 37.5912170410, propagate_backward_time: 57.9544143677, weight_update_time: 0.1296739280, other_time: 2.9733276367
epoch time: 8.3713445663s, input_fired_time: 0.1513348669, output_fired_time: 0.0000000000, propagate_forward_time: 7.6916356087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283741951
validation[          , genome  4796] predictions:    9603/  10000 (96.03%), best:    9639/10000 (96.39%), error:      1281.32544, best error:      1181.48816 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 101.3596572876s, input_fired_time: 1.1751563549, output_fired_time: 1.0018342733, propagate_forward_time: 37.8164176941, propagate_backward_time: 58.3987693787, weight_update_time: 0.1281837672, other_time: 2.9674835205
epoch time: 8.2703390121s, input_fired_time: 0.1550512612, output_fired_time: 0.0000000000, propagate_forward_time: 7.6075634956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077242851
validation[          , genome  4796] predictions:    9599/  10000 (95.99%), best:    9639/10000 (96.39%), error:      1313.79895, best error:      1181.48816 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 100.8853836060s, input_fired_time: 1.1899774075, output_fired_time: 1.0201637745, propagate_forward_time: 37.5830001831, propagate_backward_time: 58.1567420959, weight_update_time: 0.1272542328, other_time: 2.9354972839
epoch time: 8.4456777573s, input_fired_time: 0.1507458836, output_fired_time: 0.0000000000, propagate_forward_time: 7.7676544189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272769928
validation[          , genome  4796] predictions:    9604/  10000 (96.04%), best:    9639/10000 (96.39%), error:      1257.66797, best error:      1181.48816 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 101.2470932007s, input_fired_time: 1.1900806427, output_fired_time: 1.0072699785, propagate_forward_time: 37.7894515991, propagate_backward_time: 58.3674736023, weight_update_time: 0.1275195181, other_time: 2.8928184509
epoch time: 8.3961362839s, input_fired_time: 0.1613191068, output_fired_time: 0.0000000000, propagate_forward_time: 7.7164554596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183620453
validation[          , genome  4796] predictions:    9622/  10000 (96.22%), best:    9639/10000 (96.39%), error:      1263.32568, best error:      1181.48816 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 102.5281143188s, input_fired_time: 1.2109935284, output_fired_time: 1.0239429474, propagate_forward_time: 38.2303276062, propagate_backward_time: 59.0767135620, weight_update_time: 0.1270204484, other_time: 2.9861412048
epoch time: 8.1500968933s, input_fired_time: 0.1529422849, output_fired_time: 0.0000000000, propagate_forward_time: 7.4868226051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103321075
validation[          , genome  4796] predictions:    9600/  10000 (96.00%), best:    9639/10000 (96.39%), error:      1278.51599, best error:      1181.48816 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 100.6202850342s, input_fired_time: 1.1803939342, output_fired_time: 1.0113112926, propagate_forward_time: 37.5094718933, propagate_backward_time: 57.9732475281, weight_update_time: 0.1318993121, other_time: 2.9458541870
epoch time: 8.2319183350s, input_fired_time: 0.1500932723, output_fired_time: 0.0000000000, propagate_forward_time: 7.5699353218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118899345
validation[          , genome  4796] predictions:    9618/  10000 (96.18%), best:    9639/10000 (96.39%), error:      1298.79224, best error:      1181.48816 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.1907043457s, input_fired_time: 1.1887480021, output_fired_time: 1.0055326223, propagate_forward_time: 37.7496223450, propagate_backward_time: 58.3341560364, weight_update_time: 0.1316576004, other_time: 2.9126434326
epoch time: 8.2639846802s, input_fired_time: 0.1520308107, output_fired_time: 0.0000000000, propagate_forward_time: 7.6009683609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109853745
validation[          , genome  4796] predictions:    9614/  10000 (96.14%), best:    9639/10000 (96.39%), error:      1245.44897, best error:      1181.48816 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 99.8488235474s, input_fired_time: 1.1816920042, output_fired_time: 1.0005017519, propagate_forward_time: 37.2257080078, propagate_backward_time: 57.4984855652, weight_update_time: 0.1272906810, other_time: 2.9424324036
epoch time: 8.1763525009s, input_fired_time: 0.1508428901, output_fired_time: 0.0000000000, propagate_forward_time: 7.5189876556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065221786
validation[          , genome  4796] predictions:    9593/  10000 (95.93%), best:    9639/10000 (96.39%), error:      1340.44983, best error:      1181.48816 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 100.5238113403s, input_fired_time: 1.1953521967, output_fired_time: 1.0058224201, propagate_forward_time: 37.4442596436, propagate_backward_time: 57.9278450012, weight_update_time: 0.1323922575, other_time: 2.9505348206
epoch time: 7.9915347099s, input_fired_time: 0.1488545686, output_fired_time: 0.0000000000, propagate_forward_time: 7.3438758850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988040924
validation[          , genome  4796] predictions:    9634/  10000 (96.34%), best:    9639/10000 (96.39%), error:      1203.59412, best error:      1181.48816 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 101.3397598267s, input_fired_time: 1.1996544600, output_fired_time: 1.0078393221, propagate_forward_time: 37.8602027893, propagate_backward_time: 58.2751693726, weight_update_time: 0.1322483271, other_time: 2.9968910217
epoch time: 8.3046073914s, input_fired_time: 0.1618938744, output_fired_time: 0.0000000000, propagate_forward_time: 7.6178474426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248661041
validation[          , genome  4796] predictions:    9560/  10000 (95.60%), best:    9639/10000 (96.39%), error:      1496.56262, best error:      1181.48816 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 101.1690673828s, input_fired_time: 1.1808383465, output_fired_time: 1.0006905794, propagate_forward_time: 37.7383079529, propagate_backward_time: 58.3088645935, weight_update_time: 0.1261634380, other_time: 2.9403610229
epoch time: 8.1981267929s, input_fired_time: 0.1506255865, output_fired_time: 0.0000000000, propagate_forward_time: 7.5344190598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130825043
validation[          , genome  4796] predictions:    9603/  10000 (96.03%), best:    9639/10000 (96.39%), error:      1316.73853, best error:      1181.48816 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 100.6948776245s, input_fired_time: 1.1808807850, output_fired_time: 1.0081050396, propagate_forward_time: 37.5355224609, propagate_backward_time: 58.0486106873, weight_update_time: 0.1279306263, other_time: 2.9217643738
epoch time: 8.1223545074s, input_fired_time: 0.1542335898, output_fired_time: 0.0000000000, propagate_forward_time: 7.4531087875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150122643
validation[          , genome  4796] predictions:    9646/  10000 (96.46%), best:    9639/10000 (96.39%), error:      1198.56934, best error:      1181.48816 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 100.6935043335s, input_fired_time: 1.1612386703, output_fired_time: 1.0042320490, propagate_forward_time: 37.5761413574, propagate_backward_time: 58.0784378052, weight_update_time: 0.1251889467, other_time: 2.8734512329
epoch time: 8.1367464066s, input_fired_time: 0.1515225321, output_fired_time: 0.0000000000, propagate_forward_time: 7.4683184624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169053078
validation[          , genome  4796] predictions:    9610/  10000 (96.10%), best:    9639/10000 (96.39%), error:      1286.98804, best error:      1181.48816 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 100.1329421997s, input_fired_time: 1.1958801746, output_fired_time: 1.0085330009, propagate_forward_time: 37.3370132446, propagate_backward_time: 57.6574897766, weight_update_time: 0.1279761344, other_time: 2.9340324402
epoch time: 8.1898241043s, input_fired_time: 0.1544795930, output_fired_time: 0.0000000000, propagate_forward_time: 7.5233302116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120139122
validation[          , genome  4796] predictions:    9623/  10000 (96.23%), best:    9639/10000 (96.39%), error:      1257.81189, best error:      1181.48816 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 100.2589111328s, input_fired_time: 1.1887816191, output_fired_time: 1.0048180819, propagate_forward_time: 37.3869552612, propagate_backward_time: 57.7253227234, weight_update_time: 0.1293203682, other_time: 2.9530296326
epoch time: 8.4463291168s, input_fired_time: 0.1591119617, output_fired_time: 0.0000000000, propagate_forward_time: 7.7588543892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283627510
validation[          , genome  4796] predictions:    9584/  10000 (95.84%), best:    9639/10000 (96.39%), error:      1370.16284, best error:      1181.48816 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.7010879517s, input_fired_time: 1.1987752914, output_fired_time: 1.0406603813, propagate_forward_time: 38.4649620056, propagate_backward_time: 59.0511436462, weight_update_time: 0.1259372383, other_time: 2.9455490112
epoch time: 8.2514686584s, input_fired_time: 0.1569537669, output_fired_time: 0.0000000000, propagate_forward_time: 7.5907526016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037622452
validation[          , genome  4796] predictions:    9618/  10000 (96.18%), best:    9639/10000 (96.39%), error:      1286.46790, best error:      1181.48816 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 100.6852645874s, input_fired_time: 1.1816577911, output_fired_time: 1.0208611488, propagate_forward_time: 37.4992065430, propagate_backward_time: 58.0840492249, weight_update_time: 0.1258695722, other_time: 2.8994941711
epoch time: 8.1931629181s, input_fired_time: 0.1567504704, output_fired_time: 0.0000000000, propagate_forward_time: 7.5183677673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180444717
validation[          , genome  4796] predictions:    9558/  10000 (95.58%), best:    9639/10000 (96.39%), error:      1390.13318, best error:      1181.48816 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 101.7807006836s, input_fired_time: 1.1952025890, output_fired_time: 1.0207138062, propagate_forward_time: 37.9418296814, propagate_backward_time: 58.6857032776, weight_update_time: 0.1274112463, other_time: 2.9372482300
epoch time: 8.1417551041s, input_fired_time: 0.1552233845, output_fired_time: 0.0000000000, propagate_forward_time: 7.4723148346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142168999
validation[          , genome  4796] predictions:    9527/  10000 (95.27%), best:    9639/10000 (96.39%), error:      1513.94055, best error:      1181.48816 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.5552520752s, input_fired_time: 1.1611368656, output_fired_time: 1.0008720160, propagate_forward_time: 37.4783897400, propagate_backward_time: 58.0358695984, weight_update_time: 0.1250528991, other_time: 2.8789825439
epoch time: 8.1972436905s, input_fired_time: 0.1526951492, output_fired_time: 0.0000000000, propagate_forward_time: 7.5333690643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111799240
validation[          , genome  4796] predictions:    9621/  10000 (96.21%), best:    9639/10000 (96.39%), error:      1224.16052, best error:      1181.48816 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 100.6255950928s, input_fired_time: 1.1957783699, output_fired_time: 1.0200760365, propagate_forward_time: 37.4612121582, propagate_backward_time: 58.0450439453, weight_update_time: 0.1257164329, other_time: 2.9034881592
epoch time: 8.3055381775s, input_fired_time: 0.1661684215, output_fired_time: 0.0000000000, propagate_forward_time: 7.6188139915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205559731
validation[          , genome  4796] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1181.26208, best error:      1181.26208 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 100.6685028076s, input_fired_time: 1.2050781250, output_fired_time: 1.0046696663, propagate_forward_time: 37.5964431763, propagate_backward_time: 57.9125137329, weight_update_time: 0.1271296144, other_time: 2.9497985840
epoch time: 8.3692693710s, input_fired_time: 0.1529625058, output_fired_time: 0.0000000000, propagate_forward_time: 7.6859993935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303072929
validation[          , genome  4796] predictions:    9625/  10000 (96.25%), best:    9649/10000 (96.49%), error:      1258.16846, best error:      1181.26208 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 101.4120788574s, input_fired_time: 1.2067401409, output_fired_time: 1.0288841724, propagate_forward_time: 37.8015823364, propagate_backward_time: 58.4276962280, weight_update_time: 0.1278717667, other_time: 2.9471740723
epoch time: 8.2259063721s, input_fired_time: 0.1522646993, output_fired_time: 0.0000000000, propagate_forward_time: 7.5631556511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104861259
validation[          , genome  4796] predictions:    9651/  10000 (96.51%), best:    9649/10000 (96.49%), error:      1188.25012, best error:      1181.26208 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.9721755981s, input_fired_time: 1.1930942535, output_fired_time: 1.0062247515, propagate_forward_time: 37.2932319641, propagate_backward_time: 57.5048370361, weight_update_time: 0.1271968633, other_time: 2.9747886658
epoch time: 8.0419054031s, input_fired_time: 0.1543161869, output_fired_time: 0.0000000000, propagate_forward_time: 7.3647527695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228366852
validation[          , genome  4796] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1170.92578, best error:      1170.92578 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 101.1054000854s, input_fired_time: 1.1911233664, output_fired_time: 1.0098662376, propagate_forward_time: 37.7293853760, propagate_backward_time: 58.3137283325, weight_update_time: 0.1252410561, other_time: 2.8612976074
epoch time: 8.1787748337s, input_fired_time: 0.1528892368, output_fired_time: 0.0000000000, propagate_forward_time: 7.5192675591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066180229
validation[          , genome  4796] predictions:    9651/  10000 (96.51%), best:    9646/10000 (96.46%), error:      1195.62048, best error:      1170.92578 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 100.5958480835s, input_fired_time: 1.1983631849, output_fired_time: 1.0029091835, propagate_forward_time: 37.5129585266, propagate_backward_time: 57.9316978455, weight_update_time: 0.1268465519, other_time: 2.9499206543
epoch time: 8.2470617294s, input_fired_time: 0.1536185741, output_fired_time: 0.0000000000, propagate_forward_time: 7.5796723366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137705803
validation[          , genome  4796] predictions:    9632/  10000 (96.32%), best:    9646/10000 (96.46%), error:      1248.20496, best error:      1170.92578 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.0788421631s, input_fired_time: 1.1867647171, output_fired_time: 0.9976388812, propagate_forward_time: 37.2946624756, propagate_backward_time: 57.6420516968, weight_update_time: 0.1271816492, other_time: 2.9577178955
epoch time: 8.3326196671s, input_fired_time: 0.1551026553, output_fired_time: 0.0000000000, propagate_forward_time: 7.6439070702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336098671
validation[          , genome  4796] predictions:    9488/  10000 (94.88%), best:    9646/10000 (96.46%), error:      1663.01123, best error:      1170.92578 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 101.6682815552s, input_fired_time: 1.2014000416, output_fired_time: 1.0122197866, propagate_forward_time: 37.9283905029, propagate_backward_time: 58.5528526306, weight_update_time: 0.1312047243, other_time: 2.9734153748
epoch time: 8.2661933899s, input_fired_time: 0.1603404880, output_fired_time: 0.0000000000, propagate_forward_time: 7.5973110199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085420609
validation[          , genome  4796] predictions:    9592/  10000 (95.92%), best:    9646/10000 (96.46%), error:      1385.16125, best error:      1170.92578 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 101.0891647339s, input_fired_time: 1.1972490549, output_fired_time: 1.0205355883, propagate_forward_time: 37.7052383423, propagate_backward_time: 58.2649497986, weight_update_time: 0.1264475584, other_time: 2.9011878967
epoch time: 8.2395191193s, input_fired_time: 0.1565863788, output_fired_time: 0.0000000000, propagate_forward_time: 7.5588369370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240955353
validation[          , genome  4796] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1170.89929, best error:      1170.89929 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.1740722656s, input_fired_time: 1.1980056763, output_fired_time: 0.9993034601, propagate_forward_time: 37.3350982666, propagate_backward_time: 57.6924476624, weight_update_time: 0.1278870553, other_time: 2.9492149353
epoch time: 8.1834564209s, input_fired_time: 0.1530424953, output_fired_time: 0.0000000000, propagate_forward_time: 7.5170507431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133628845
validation[          , genome  4796] predictions:    9616/  10000 (96.16%), best:    9653/10000 (96.53%), error:      1250.96558, best error:      1170.89929 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 100.4594573975s, input_fired_time: 1.1962505579, output_fired_time: 0.9984799623, propagate_forward_time: 37.4265251160, propagate_backward_time: 57.8719329834, weight_update_time: 0.1276253760, other_time: 2.9662666321
epoch time: 8.1860980988s, input_fired_time: 0.1556919664, output_fired_time: 0.0000000000, propagate_forward_time: 7.5060315132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243744850
validation[          , genome  4796] predictions:    9592/  10000 (95.92%), best:    9653/10000 (96.53%), error:      1311.40295, best error:      1170.89929 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 101.0628967285s, input_fired_time: 1.2068494558, output_fired_time: 1.0323897600, propagate_forward_time: 37.7297286987, propagate_backward_time: 58.1687812805, weight_update_time: 0.1269050837, other_time: 2.9251518250
epoch time: 8.1685047150s, input_fired_time: 0.1531401575, output_fired_time: 0.0000000000, propagate_forward_time: 7.5113639832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040006638
validation[          , genome  4796] predictions:    9643/  10000 (96.43%), best:    9653/10000 (96.53%), error:      1203.09851, best error:      1170.89929 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 100.9778747559s, input_fired_time: 1.1991221905, output_fired_time: 1.0002982616, propagate_forward_time: 37.7366409302, propagate_backward_time: 58.0839004517, weight_update_time: 0.1273353249, other_time: 2.9579162598
epoch time: 8.2819309235s, input_fired_time: 0.1578530669, output_fired_time: 0.0000000000, propagate_forward_time: 7.6055469513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185308456
validation[          , genome  4796] predictions:    9604/  10000 (96.04%), best:    9653/10000 (96.53%), error:      1339.16016, best error:      1170.89929 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 100.5819549561s, input_fired_time: 1.1864352226, output_fired_time: 1.0030258894, propagate_forward_time: 37.4333190918, propagate_backward_time: 57.9678344727, weight_update_time: 0.1275003403, other_time: 2.9913406372
epoch time: 8.1577873230s, input_fired_time: 0.1567784995, output_fired_time: 0.0000000000, propagate_forward_time: 7.4859375954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150713921
validation[          , genome  4796] predictions:    9569/  10000 (95.69%), best:    9653/10000 (96.53%), error:      1396.30957, best error:      1170.89929 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.5416107178s, input_fired_time: 1.2005946636, output_fired_time: 1.0021557808, propagate_forward_time: 37.0427551270, propagate_backward_time: 57.3667984009, weight_update_time: 0.1274653822, other_time: 2.9293060303
epoch time: 8.1334266663s, input_fired_time: 0.1540052444, output_fired_time: 0.0000000000, propagate_forward_time: 7.4680209160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114006996
validation[          , genome  4796] predictions:    9645/  10000 (96.45%), best:    9653/10000 (96.53%), error:      1182.80408, best error:      1170.89929 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.4374237061s, input_fired_time: 1.2031750679, output_fired_time: 1.0163389444, propagate_forward_time: 37.7971038818, propagate_backward_time: 58.4940223694, weight_update_time: 0.1334711462, other_time: 2.9267768860
epoch time: 8.1972064972s, input_fired_time: 0.1587806791, output_fired_time: 0.0000000000, propagate_forward_time: 7.5286431313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097823143
validation[          , genome  4796] predictions:    9640/  10000 (96.40%), best:    9653/10000 (96.53%), error:      1182.56653, best error:      1170.89929 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 100.9479598999s, input_fired_time: 1.1774307489, output_fired_time: 0.9994117618, propagate_forward_time: 37.5935363770, propagate_backward_time: 58.2892761230, weight_update_time: 0.1312465370, other_time: 2.8883056641
epoch time: 8.1573858261s, input_fired_time: 0.1582787633, output_fired_time: 0.0000000000, propagate_forward_time: 7.4854049683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137019157
validation[          , genome  4796] predictions:    9627/  10000 (96.27%), best:    9653/10000 (96.53%), error:      1255.21167, best error:      1170.89929 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 100.0353088379s, input_fired_time: 1.2003757954, output_fired_time: 1.0002050400, propagate_forward_time: 37.3274879456, propagate_backward_time: 57.5489387512, weight_update_time: 0.1275332570, other_time: 2.9582977295
epoch time: 8.1554412842s, input_fired_time: 0.1582876742, output_fired_time: 0.0000000000, propagate_forward_time: 7.4791383743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180153847
validation[          , genome  4796] predictions:    9549/  10000 (95.49%), best:    9653/10000 (96.53%), error:      1457.53125, best error:      1170.89929 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.9218521118s, input_fired_time: 1.2336803675, output_fired_time: 1.0363035202, propagate_forward_time: 38.3400230408, propagate_backward_time: 59.3544197083, weight_update_time: 0.1312040091, other_time: 2.9574279785
epoch time: 8.2003936768s, input_fired_time: 0.1579167992, output_fired_time: 0.0000000000, propagate_forward_time: 7.5209994316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214772224
validation[          , genome  4796] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1156.91956, best error:      1156.91956 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.6793899536s, input_fired_time: 1.2101907730, output_fired_time: 0.9994895458, propagate_forward_time: 37.5863075256, propagate_backward_time: 57.9165802002, weight_update_time: 0.1277912259, other_time: 2.9668235779
epoch time: 8.2278022766s, input_fired_time: 0.1608081907, output_fired_time: 0.0000000000, propagate_forward_time: 7.5496392250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173544884
validation[          , genome  4796] predictions:    9624/  10000 (96.24%), best:    9663/10000 (96.63%), error:      1212.36829, best error:      1156.91956 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 100.9344863892s, input_fired_time: 1.1805267334, output_fired_time: 1.0075575113, propagate_forward_time: 37.6358108521, propagate_backward_time: 58.1908607483, weight_update_time: 0.1318995804, other_time: 2.9197273254
epoch time: 8.1855421066s, input_fired_time: 0.1564252526, output_fired_time: 0.0000000000, propagate_forward_time: 7.5136561394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154604912
validation[          , genome  4796] predictions:    9541/  10000 (95.41%), best:    9663/10000 (96.63%), error:      1498.61450, best error:      1156.91956 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 100.5744323730s, input_fired_time: 1.1986869574, output_fired_time: 1.0056064129, propagate_forward_time: 37.5299720764, propagate_backward_time: 57.8824081421, weight_update_time: 0.1277419031, other_time: 2.9577598572
epoch time: 8.0511732101s, input_fired_time: 0.1553189605, output_fired_time: 0.0000000000, propagate_forward_time: 7.3884367943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074176788
validation[          , genome  4796] predictions:    9645/  10000 (96.45%), best:    9663/10000 (96.63%), error:      1183.74792, best error:      1156.91956 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 100.6242675781s, input_fired_time: 1.1961138248, output_fired_time: 1.0017778873, propagate_forward_time: 37.4902992249, propagate_backward_time: 58.0131797791, weight_update_time: 0.1266692281, other_time: 2.9228973389
epoch time: 8.1727437973s, input_fired_time: 0.1573863924, output_fired_time: 0.0000000000, propagate_forward_time: 7.4918971062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234599113
validation[          , genome  4796] predictions:    9651/  10000 (96.51%), best:    9663/10000 (96.63%), error:      1197.69873, best error:      1156.91956 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.5553131104s, input_fired_time: 1.2115597725, output_fired_time: 1.0146306753, propagate_forward_time: 37.8566131592, propagate_backward_time: 58.4964942932, weight_update_time: 0.1319239289, other_time: 2.9760093689
epoch time: 8.4361219406s, input_fired_time: 0.1629746854, output_fired_time: 0.0000000000, propagate_forward_time: 7.7444844246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286631584
validation[          , genome  4796] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1130.20593, best error:      1130.20593 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 100.2299957275s, input_fired_time: 1.1849926710, output_fired_time: 1.0029382706, propagate_forward_time: 37.3809547424, propagate_backward_time: 57.7844924927, weight_update_time: 0.1257215589, other_time: 2.8766212463
epoch time: 8.1363897324s, input_fired_time: 0.1589512825, output_fired_time: 0.0000000000, propagate_forward_time: 7.4682393074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091991425
validation[          , genome  4796] predictions:    9621/  10000 (96.21%), best:    9651/10000 (96.51%), error:      1272.13708, best error:      1130.20593 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 100.9467468262s, input_fired_time: 1.2025147676, output_fired_time: 1.0104094744, propagate_forward_time: 37.6891212463, propagate_backward_time: 58.1361389160, weight_update_time: 0.1255680174, other_time: 2.9085655212
epoch time: 8.1733169556s, input_fired_time: 0.1644212902, output_fired_time: 0.0000000000, propagate_forward_time: 7.4952492714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136466026
validation[          , genome  4796] predictions:    9622/  10000 (96.22%), best:    9651/10000 (96.51%), error:      1225.79761, best error:      1130.20593 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.3070144653s, input_fired_time: 1.2175002098, output_fired_time: 1.0096606016, propagate_forward_time: 37.7600631714, propagate_backward_time: 58.3184165955, weight_update_time: 0.1280544400, other_time: 3.0013771057
epoch time: 8.3855400085s, input_fired_time: 0.1555162668, output_fired_time: 0.0000000000, propagate_forward_time: 7.7201528549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098705292
validation[          , genome  4796] predictions:    9644/  10000 (96.44%), best:    9651/10000 (96.51%), error:      1148.71863, best error:      1130.20593 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 101.0763015747s, input_fired_time: 1.2247128487, output_fired_time: 1.0163369179, propagate_forward_time: 37.7351188660, propagate_backward_time: 58.1406898499, weight_update_time: 0.1275443584, other_time: 2.9594421387
epoch time: 8.2278652191s, input_fired_time: 0.1596454680, output_fired_time: 0.0000000000, propagate_forward_time: 7.5568780899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113420486
validation[          , genome  4796] predictions:    9596/  10000 (95.96%), best:    9651/10000 (96.51%), error:      1305.40051, best error:      1130.20593 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.3298492432s, input_fired_time: 1.1971805096, output_fired_time: 1.0306711197, propagate_forward_time: 38.1552162170, propagate_backward_time: 59.0418624878, weight_update_time: 0.1332068890, other_time: 2.9049186707
epoch time: 8.2610187531s, input_fired_time: 0.1578877717, output_fired_time: 0.0000000000, propagate_forward_time: 7.5880117416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151195526
validation[          , genome  4796] predictions:    9639/  10000 (96.39%), best:    9651/10000 (96.51%), error:      1204.91223, best error:      1130.20593 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 102.4666595459s, input_fired_time: 1.2252506018, output_fired_time: 1.0334455967, propagate_forward_time: 38.1939697266, propagate_backward_time: 59.0613937378, weight_update_time: 0.1366073191, other_time: 2.9525985718
epoch time: 8.1596803665s, input_fired_time: 0.1554529816, output_fired_time: 0.0000000000, propagate_forward_time: 7.4954705238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087571144
validation[          , genome  4796] predictions:    9649/  10000 (96.49%), best:    9651/10000 (96.51%), error:      1182.32849, best error:      1130.20593 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 101.0645904541s, input_fired_time: 1.2037464380, output_fired_time: 1.0213930607, propagate_forward_time: 37.6931266785, propagate_backward_time: 58.2343330383, weight_update_time: 0.1263430119, other_time: 2.9119949341
epoch time: 8.2240839005s, input_fired_time: 0.1714189053, output_fired_time: 0.0000000000, propagate_forward_time: 7.5357217789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169429779
validation[          , genome  4796] predictions:    9624/  10000 (96.24%), best:    9651/10000 (96.51%), error:      1300.24023, best error:      1130.20593 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 100.0947647095s, input_fired_time: 1.1924555302, output_fired_time: 1.0042624474, propagate_forward_time: 37.2529716492, propagate_backward_time: 57.6992835999, weight_update_time: 0.1267921478, other_time: 2.9457855225
epoch time: 8.1367235184s, input_fired_time: 0.1557669938, output_fired_time: 0.0000000000, propagate_forward_time: 7.4734997749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074567795
validation[          , genome  4796] predictions:    9661/  10000 (96.61%), best:    9651/10000 (96.51%), error:      1201.24072, best error:      1130.20593 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 101.1770629883s, input_fired_time: 1.2002147436, output_fired_time: 0.9990652800, propagate_forward_time: 37.7501068115, propagate_backward_time: 58.3349342346, weight_update_time: 0.1259053200, other_time: 2.8927421570
epoch time: 8.1598978043s, input_fired_time: 0.1596261859, output_fired_time: 0.0000000000, propagate_forward_time: 7.4766316414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236401558
validation[          , genome  4796] predictions:    9648/  10000 (96.48%), best:    9651/10000 (96.51%), error:      1182.56738, best error:      1130.20593 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.4435272217s, input_fired_time: 1.2118014097, output_fired_time: 1.0045062304, propagate_forward_time: 37.8073310852, propagate_backward_time: 58.4537696838, weight_update_time: 0.1267772913, other_time: 2.9661178589
epoch time: 8.2091550827s, input_fired_time: 0.1610069871, output_fired_time: 0.0000000000, propagate_forward_time: 7.5356798172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124683380
validation[          , genome  4796] predictions:    9645/  10000 (96.45%), best:    9651/10000 (96.51%), error:      1179.52747, best error:      1130.20593 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 101.6224288940s, input_fired_time: 1.2131413221, output_fired_time: 1.0226255655, propagate_forward_time: 37.8741798401, propagate_backward_time: 58.5523338318, weight_update_time: 0.1277029067, other_time: 2.9601440430
epoch time: 8.2118301392s, input_fired_time: 0.1608806700, output_fired_time: 0.0000000000, propagate_forward_time: 7.5477061272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032429695
validation[          , genome  4796] predictions:    9636/  10000 (96.36%), best:    9651/10000 (96.51%), error:      1213.56885, best error:      1130.20593 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 100.6100006104s, input_fired_time: 1.2096477747, output_fired_time: 1.0008525848, propagate_forward_time: 37.4752388000, propagate_backward_time: 58.0194396973, weight_update_time: 0.1283343881, other_time: 2.9048194885
epoch time: 8.1525506973s, input_fired_time: 0.1562532932, output_fired_time: 0.0000000000, propagate_forward_time: 7.4966707230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996266365
validation[          , genome  4796] predictions:    9611/  10000 (96.11%), best:    9651/10000 (96.51%), error:      1269.91821, best error:      1130.20593 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 101.4722595215s, input_fired_time: 1.2187502384, output_fired_time: 1.0137681961, propagate_forward_time: 37.8262290955, propagate_backward_time: 58.4524192810, weight_update_time: 0.1285074353, other_time: 2.9610900879
epoch time: 8.4021387100s, input_fired_time: 0.1572559029, output_fired_time: 0.0000000000, propagate_forward_time: 7.7146816254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302009583
validation[          , genome  4796] predictions:    9641/  10000 (96.41%), best:    9651/10000 (96.51%), error:      1176.23425, best error:      1130.20593 on epoch:    87, 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: 41.0743217468s, input_fired_time: 0.7815425396, output_fired_time: 0.0000000000, propagate_forward_time: 37.5929069519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6998710632
best training[          , genome  4796] predictions:   49015/  50000 (98.03%), best:    9651/10000 (96.51%), error:      3448.69629, best error:      1130.20593 on epoch:    87, 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: 8.2541990280s, input_fired_time: 0.1625078321, output_fired_time: 0.0000000000, propagate_forward_time: 7.5904560089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012350082
   testing[          , genome  4796] predictions:    9675/  10000 (96.75%), best:    9651/10000 (96.51%), error:      1050.10095, best error:      1130.20593 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:12:20 (6612): called boinc_finish(0)

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