Nameexact_genome_1512568488_41_4793_1
Workunit2595225
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline14 Dec 2017, 18:26:30 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 45 min 52 sec
CPU time3 hours 44 min 50 sec
Validate stateValid
Credit1,817.81
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.33 MB
Peak swap size157.75 MB
Peak disk usage1.69 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282955170
validation[          , genome  4793] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1326.45825, best error:      1326.45825 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.1522064209s, input_fired_time: 1.2680536509, output_fired_time: 1.1473456621, propagate_forward_time: 46.1491279602, propagate_backward_time: 71.5591812134, weight_update_time: 0.1347469985, other_time: 3.0284957886
epoch time: 9.8613719940s, input_fired_time: 0.1631213129, output_fired_time: 0.0000000000, propagate_forward_time: 9.1650505066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332002640
validation[          , genome  4793] predictions:    9518/  10000 (95.18%), best:    9606/10000 (96.06%), error:      1561.05188, best error:      1326.45825 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.6943283081s, input_fired_time: 1.2755755186, output_fired_time: 1.1200690269, propagate_forward_time: 45.9492187500, propagate_backward_time: 71.3520050049, weight_update_time: 0.1397485882, other_time: 2.9974594116
epoch time: 9.9067745209s, input_fired_time: 0.1606689990, output_fired_time: 0.0000000000, propagate_forward_time: 9.2186021805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275030136
validation[          , genome  4793] predictions:    9560/  10000 (95.60%), best:    9606/10000 (96.06%), error:      1462.98474, best error:      1326.45825 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.0784835815s, input_fired_time: 1.2678602934, output_fired_time: 1.1271085739, propagate_forward_time: 45.6499328613, propagate_backward_time: 71.0394515991, weight_update_time: 0.1343044788, other_time: 2.9941329956
epoch time: 10.2512159348s, input_fired_time: 0.1631643027, output_fired_time: 0.0000000000, propagate_forward_time: 9.5247545242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632972717
validation[          , genome  4793] predictions:    9597/  10000 (95.97%), best:    9606/10000 (96.06%), error:      1343.66052, best error:      1326.45825 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 122.4037933350s, input_fired_time: 1.2935175896, output_fired_time: 1.1298207045, propagate_forward_time: 45.8133850098, propagate_backward_time: 71.1267547607, weight_update_time: 0.1363600492, other_time: 3.0403137207
epoch time: 9.8193607330s, input_fired_time: 0.1647028327, output_fired_time: 0.0000000000, propagate_forward_time: 9.1263866425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282716751
validation[          , genome  4793] predictions:    9552/  10000 (95.52%), best:    9606/10000 (96.06%), error:      1475.69617, best error:      1326.45825 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 122.8513565063s, input_fired_time: 1.2722748518, output_fired_time: 1.1365950108, propagate_forward_time: 45.9964370728, propagate_backward_time: 71.4547500610, weight_update_time: 0.1395119578, other_time: 2.9912948608
epoch time: 10.0233726501s, input_fired_time: 0.1638915986, output_fired_time: 0.0000000000, propagate_forward_time: 9.3308267593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286540985
validation[          , genome  4793] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1280.92334, best error:      1280.92334 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 123.1243896484s, input_fired_time: 1.2892473936, output_fired_time: 1.1374222040, propagate_forward_time: 45.9969711304, propagate_backward_time: 71.6624984741, weight_update_time: 0.1412786990, other_time: 3.0382537842
epoch time: 9.8359737396s, input_fired_time: 0.1619253010, output_fired_time: 0.0000000000, propagate_forward_time: 9.1403827667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336656570
validation[          , genome  4793] predictions:    9572/  10000 (95.72%), best:    9610/10000 (96.10%), error:      1366.30371, best error:      1280.92334 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.9038009644s, input_fired_time: 1.2705254555, output_fired_time: 1.1387099028, propagate_forward_time: 46.0340576172, propagate_backward_time: 71.4660415649, weight_update_time: 0.1343614012, other_time: 2.9944686890
epoch time: 9.8662405014s, input_fired_time: 0.1635910869, output_fired_time: 0.0000000000, propagate_forward_time: 9.1761598587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264892578
validation[          , genome  4793] predictions:    9574/  10000 (95.74%), best:    9610/10000 (96.10%), error:      1414.90100, best error:      1280.92334 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 122.8649749756s, input_fired_time: 1.2885490656, output_fired_time: 1.1405258179, propagate_forward_time: 45.9931488037, propagate_backward_time: 71.3994979858, weight_update_time: 0.1347010285, other_time: 3.0432510376
epoch time: 9.8751907349s, input_fired_time: 0.1644207388, output_fired_time: 0.0000000000, propagate_forward_time: 9.1649971008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457725525
validation[          , genome  4793] predictions:    9608/  10000 (96.08%), best:    9610/10000 (96.10%), error:      1319.88611, best error:      1280.92334 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 122.5554809570s, input_fired_time: 1.2810724974, output_fired_time: 1.1356737614, propagate_forward_time: 45.9091072083, propagate_backward_time: 71.2132034302, weight_update_time: 0.1354640275, other_time: 3.0164260864
epoch time: 9.8918037415s, input_fired_time: 0.1599691063, output_fired_time: 0.0000000000, propagate_forward_time: 9.1912698746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405645370
validation[          , genome  4793] predictions:    9592/  10000 (95.92%), best:    9610/10000 (96.10%), error:      1364.83447, best error:      1280.92334 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 123.4369735718s, input_fired_time: 1.2716944218, output_fired_time: 1.1466454268, propagate_forward_time: 46.1733741760, propagate_backward_time: 71.8887329102, weight_update_time: 0.1355902255, other_time: 2.9565277100
epoch time: 9.8974714279s, input_fired_time: 0.1612792015, output_fired_time: 0.0000000000, propagate_forward_time: 9.2174177170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187749863
validation[          , genome  4793] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1280.07568, best error:      1280.07568 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 122.5915298462s, input_fired_time: 1.2782758474, output_fired_time: 1.1410382986, propagate_forward_time: 45.8786773682, propagate_backward_time: 71.2940139771, weight_update_time: 0.1349997967, other_time: 2.9995269775
epoch time: 10.1714763641s, input_fired_time: 0.1697136313, output_fired_time: 0.0000000000, propagate_forward_time: 9.4556770325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460853577
validation[          , genome  4793] predictions:    9591/  10000 (95.91%), best:    9602/10000 (96.02%), error:      1365.84753, best error:      1280.07568 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 122.2012481689s, input_fired_time: 1.2790724039, output_fired_time: 1.1307384968, propagate_forward_time: 45.7102622986, propagate_backward_time: 71.0675048828, weight_update_time: 0.1399028897, other_time: 3.0136718750
epoch time: 10.0916280746s, input_fired_time: 0.1695830822, output_fired_time: 0.0000000000, propagate_forward_time: 9.3796319962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424127579
validation[          , genome  4793] predictions:    9569/  10000 (95.69%), best:    9602/10000 (96.02%), error:      1406.55237, best error:      1280.07568 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 123.0481491089s, input_fired_time: 1.2796334028, output_fired_time: 1.1477534771, propagate_forward_time: 46.0931892395, propagate_backward_time: 71.5093078613, weight_update_time: 0.1413981915, other_time: 3.0182647705
epoch time: 9.8278751373s, input_fired_time: 0.1616342068, output_fired_time: 0.0000000000, propagate_forward_time: 9.1390361786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272045135
validation[          , genome  4793] predictions:    9598/  10000 (95.98%), best:    9602/10000 (96.02%), error:      1317.83154, best error:      1280.07568 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.5687484741s, input_fired_time: 1.2723377943, output_fired_time: 1.1331992149, propagate_forward_time: 45.9207992554, propagate_backward_time: 71.2171859741, weight_update_time: 0.1350622177, other_time: 3.0252227783
epoch time: 9.8387641907s, input_fired_time: 0.1610107869, output_fired_time: 0.0000000000, propagate_forward_time: 9.1467466354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310068130
validation[          , genome  4793] predictions:    9581/  10000 (95.81%), best:    9602/10000 (96.02%), error:      1327.88440, best error:      1280.07568 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 122.3373413086s, input_fired_time: 1.2711926699, output_fired_time: 1.1369525194, propagate_forward_time: 45.8039779663, propagate_backward_time: 71.1268310547, weight_update_time: 0.1350266188, other_time: 2.9983825684
epoch time: 9.8500261307s, input_fired_time: 0.1648420095, output_fired_time: 0.0000000000, propagate_forward_time: 9.1511707306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340137482
validation[          , genome  4793] predictions:    9562/  10000 (95.62%), best:    9602/10000 (96.02%), error:      1426.17493, best error:      1280.07568 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 122.8005905151s, input_fired_time: 1.2739669085, output_fired_time: 1.1294476986, propagate_forward_time: 46.0020599365, propagate_backward_time: 71.3909530640, weight_update_time: 0.1346484572, other_time: 3.0041656494
epoch time: 9.8591060638s, input_fired_time: 0.1632998884, output_fired_time: 0.0000000000, propagate_forward_time: 9.1633586884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324478149
validation[          , genome  4793] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1272.45166, best error:      1272.45166 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 124.0790023804s, input_fired_time: 1.2974721193, output_fired_time: 1.1482203007, propagate_forward_time: 46.5102424622, propagate_backward_time: 72.0588607788, weight_update_time: 0.1361607015, other_time: 3.0642013550
epoch time: 10.0395011902s, input_fired_time: 0.1640858203, output_fired_time: 0.0000000000, propagate_forward_time: 9.3383932114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370225906
validation[          , genome  4793] predictions:    9538/  10000 (95.38%), best:    9616/10000 (96.16%), error:      1520.48132, best error:      1272.45166 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.3296737671s, input_fired_time: 1.2790429592, output_fired_time: 1.1316980124, propagate_forward_time: 45.7564048767, propagate_backward_time: 71.1448974609, weight_update_time: 0.1394643039, other_time: 3.0176239014
epoch time: 9.7999677658s, input_fired_time: 0.1588363349, output_fired_time: 0.0000000000, propagate_forward_time: 9.1168498993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242815018
validation[          , genome  4793] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1232.71094, best error:      1232.71094 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 122.5066604614s, input_fired_time: 1.2805579901, output_fired_time: 1.1319661140, propagate_forward_time: 45.8515815735, propagate_backward_time: 71.2106246948, weight_update_time: 0.1353861690, other_time: 3.0319290161
epoch time: 9.7914485931s, input_fired_time: 0.1649533957, output_fired_time: 0.0000000000, propagate_forward_time: 9.0968952179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296001434
validation[          , genome  4793] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1202.63562, best error:      1202.63562 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.6080780029s, input_fired_time: 1.2752792835, output_fired_time: 1.1377339363, propagate_forward_time: 45.8442916870, propagate_backward_time: 71.3281097412, weight_update_time: 0.1408946067, other_time: 3.0226669312
epoch time: 9.9251537323s, input_fired_time: 0.1618621200, output_fired_time: 0.0000000000, propagate_forward_time: 9.2229871750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403041840
validation[          , genome  4793] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1194.00586, best error:      1194.00586 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 123.2338943481s, input_fired_time: 1.2776049376, output_fired_time: 1.1350730658, propagate_forward_time: 46.2252578735, propagate_backward_time: 71.6238479614, weight_update_time: 0.1334010363, other_time: 2.9721145630
epoch time: 9.8426723480s, input_fired_time: 0.1660142541, output_fired_time: 0.0000000000, propagate_forward_time: 9.1408920288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357656479
validation[          , genome  4793] predictions:    9626/  10000 (96.26%), best:    9637/10000 (96.37%), error:      1248.05701, best error:      1194.00586 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.9475708008s, input_fired_time: 1.2904700041, output_fired_time: 1.1289505959, propagate_forward_time: 45.9976730347, propagate_backward_time: 71.4821624756, weight_update_time: 0.1378864944, other_time: 3.0483169556
epoch time: 9.8287754059s, input_fired_time: 0.1647567004, output_fired_time: 0.0000000000, propagate_forward_time: 9.1286859512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353326797
validation[          , genome  4793] predictions:    9622/  10000 (96.22%), best:    9637/10000 (96.37%), error:      1271.51819, best error:      1194.00586 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 123.0264892578s, input_fired_time: 1.2832653522, output_fired_time: 1.1425442696, propagate_forward_time: 46.0259666443, propagate_backward_time: 71.5737686157, weight_update_time: 0.1342920959, other_time: 3.0009384155
epoch time: 9.8691568375s, input_fired_time: 0.1620227247, output_fired_time: 0.0000000000, propagate_forward_time: 9.1835508347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235834122
validation[          , genome  4793] predictions:    9577/  10000 (95.77%), best:    9637/10000 (96.37%), error:      1398.28333, best error:      1194.00586 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.7818679810s, input_fired_time: 1.2686951160, output_fired_time: 1.1341003180, propagate_forward_time: 45.9835853577, propagate_backward_time: 71.3988494873, weight_update_time: 0.1340367049, other_time: 2.9966430664
epoch time: 9.9057102203s, input_fired_time: 0.1718979031, output_fired_time: 0.0000000000, propagate_forward_time: 9.2165708542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172414780
validation[          , genome  4793] predictions:    9601/  10000 (96.01%), best:    9637/10000 (96.37%), error:      1250.84888, best error:      1194.00586 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 123.1859741211s, input_fired_time: 1.2702059746, output_fired_time: 1.1356842518, propagate_forward_time: 46.1236915588, propagate_backward_time: 71.6728668213, weight_update_time: 0.1383282095, other_time: 2.9835357666
epoch time: 9.8286561966s, input_fired_time: 0.1657242328, output_fired_time: 0.0000000000, propagate_forward_time: 9.1393127441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236196518
validation[          , genome  4793] predictions:    9626/  10000 (96.26%), best:    9637/10000 (96.37%), error:      1297.36084, best error:      1194.00586 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.2784118652s, input_fired_time: 1.2965941429, output_fired_time: 1.1234531403, propagate_forward_time: 45.7640762329, propagate_backward_time: 71.0666427612, weight_update_time: 0.1350223124, other_time: 3.0276489258
epoch time: 10.1433467865s, input_fired_time: 0.1631900966, output_fired_time: 0.0000000000, propagate_forward_time: 9.4146537781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655031204
validation[          , genome  4793] predictions:    9557/  10000 (95.57%), best:    9637/10000 (96.37%), error:      1441.12891, best error:      1194.00586 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.3138809204s, input_fired_time: 1.2851970196, output_fired_time: 1.1373443604, propagate_forward_time: 45.7956695557, propagate_backward_time: 71.0793838501, weight_update_time: 0.1349540800, other_time: 3.0162887573
epoch time: 9.8566837311s, input_fired_time: 0.1656591743, output_fired_time: 0.0000000000, propagate_forward_time: 9.1653862000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256385803
validation[          , genome  4793] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1189.69153, best error:      1189.69153 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 122.5567245483s, input_fired_time: 1.2885689735, output_fired_time: 1.1374890804, propagate_forward_time: 45.8060226440, propagate_backward_time: 71.3610992432, weight_update_time: 0.1381083876, other_time: 2.9635467529
epoch time: 9.7350339890s, input_fired_time: 0.1600802988, output_fired_time: 0.0000000000, propagate_forward_time: 9.0559310913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190229416
validation[          , genome  4793] predictions:    9612/  10000 (96.12%), best:    9637/10000 (96.37%), error:      1294.01721, best error:      1189.69153 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 122.5734100342s, input_fired_time: 1.3007466793, output_fired_time: 1.1334998608, propagate_forward_time: 45.8195228577, propagate_backward_time: 71.2760467529, weight_update_time: 0.1406471580, other_time: 3.0435943604
epoch time: 9.8162298203s, input_fired_time: 0.1667037457, output_fired_time: 0.0000000000, propagate_forward_time: 9.1170473099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324783325
validation[          , genome  4793] predictions:    9573/  10000 (95.73%), best:    9637/10000 (96.37%), error:      1339.83276, best error:      1189.69153 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.7940063477s, input_fired_time: 1.2834684849, output_fired_time: 1.1276167631, propagate_forward_time: 45.9278602600, propagate_backward_time: 71.4788513184, weight_update_time: 0.1385857910, other_time: 2.9762115479
epoch time: 10.2249631882s, input_fired_time: 0.1617141217, output_fired_time: 0.0000000000, propagate_forward_time: 9.4944553375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687932968
validation[          , genome  4793] predictions:    9632/  10000 (96.32%), best:    9637/10000 (96.37%), error:      1219.43152, best error:      1189.69153 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 123.7892761230s, input_fired_time: 1.3065886497, output_fired_time: 1.1556535959, propagate_forward_time: 46.3115730286, propagate_backward_time: 71.9700927734, weight_update_time: 0.1350894123, other_time: 3.0453643799
epoch time: 9.8476314545s, input_fired_time: 0.1685231775, output_fired_time: 0.0000000000, propagate_forward_time: 9.1448869705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342216492
validation[          , genome  4793] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1137.02820, best error:      1137.02820 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.7215881348s, input_fired_time: 1.2959241867, output_fired_time: 1.1304178238, propagate_forward_time: 45.8791351318, propagate_backward_time: 71.4017562866, weight_update_time: 0.1352036595, other_time: 3.0143585205
epoch time: 9.8683433533s, input_fired_time: 0.1684909016, output_fired_time: 0.0000000000, propagate_forward_time: 9.1629180908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369338989
validation[          , genome  4793] predictions:    9650/  10000 (96.50%), best:    9656/10000 (96.56%), error:      1150.84729, best error:      1137.02820 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 122.8675384521s, input_fired_time: 1.2914575338, output_fired_time: 1.1394263506, propagate_forward_time: 45.9739265442, propagate_backward_time: 71.4621582031, weight_update_time: 0.1348064244, other_time: 3.0005645752
epoch time: 9.8082962036s, input_fired_time: 0.1656684875, output_fired_time: 0.0000000000, propagate_forward_time: 9.1135272980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291004181
validation[          , genome  4793] predictions:    9532/  10000 (95.32%), best:    9656/10000 (96.56%), error:      1484.10217, best error:      1137.02820 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.0144805908s, input_fired_time: 1.2684829235, output_fired_time: 1.1362936497, propagate_forward_time: 46.0454673767, propagate_backward_time: 71.5725402832, weight_update_time: 0.1337227374, other_time: 2.9916992188
epoch time: 9.8155708313s, input_fired_time: 0.1673978418, output_fired_time: 0.0000000000, propagate_forward_time: 9.1159172058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322561264
validation[          , genome  4793] predictions:    9633/  10000 (96.33%), best:    9656/10000 (96.56%), error:      1212.38220, best error:      1137.02820 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 124.0925292969s, input_fired_time: 1.3107143641, output_fired_time: 1.1477298737, propagate_forward_time: 46.4311065674, propagate_backward_time: 72.1606063843, weight_update_time: 0.1346174777, other_time: 3.0423736572
epoch time: 10.3122987747s, input_fired_time: 0.1668485254, output_fired_time: 0.0000000000, propagate_forward_time: 9.5822734833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631771088
validation[          , genome  4793] predictions:    9662/  10000 (96.62%), best:    9656/10000 (96.56%), error:      1156.39392, best error:      1137.02820 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 122.1290817261s, input_fired_time: 1.2975596189, output_fired_time: 1.1307363510, propagate_forward_time: 45.7124595642, propagate_backward_time: 70.9924468994, weight_update_time: 0.1372110993, other_time: 2.9958801270
epoch time: 9.8936891556s, input_fired_time: 0.1643665135, output_fired_time: 0.0000000000, propagate_forward_time: 9.2069635391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223588943
validation[          , genome  4793] predictions:    9610/  10000 (96.10%), best:    9656/10000 (96.56%), error:      1340.95142, best error:      1137.02820 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 122.3795318604s, input_fired_time: 1.2903616428, output_fired_time: 1.1334385872, propagate_forward_time: 45.7965965271, propagate_backward_time: 71.1572189331, weight_update_time: 0.1347760409, other_time: 3.0019149780
epoch time: 9.9677629471s, input_fired_time: 0.1689801514, output_fired_time: 0.0000000000, propagate_forward_time: 9.2757997513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229825974
validation[          , genome  4793] predictions:    9625/  10000 (96.25%), best:    9656/10000 (96.56%), error:      1179.34741, best error:      1137.02820 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 122.7231674194s, input_fired_time: 1.2858479023, output_fired_time: 1.1345285177, propagate_forward_time: 45.9652786255, propagate_backward_time: 71.3697738647, weight_update_time: 0.1343470067, other_time: 2.9677352905
epoch time: 10.0313472748s, input_fired_time: 0.1731495708, output_fired_time: 0.0000000000, propagate_forward_time: 9.3293380737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288600922
validation[          , genome  4793] predictions:    9598/  10000 (95.98%), best:    9656/10000 (96.56%), error:      1295.15820, best error:      1137.02820 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 123.0869522095s, input_fired_time: 1.2961636782, output_fired_time: 1.1351596117, propagate_forward_time: 46.0351600647, propagate_backward_time: 71.5945053101, weight_update_time: 0.1350471824, other_time: 3.0259628296
epoch time: 9.8076648712s, input_fired_time: 0.1655363888, output_fired_time: 0.0000000000, propagate_forward_time: 9.1043729782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377559662
validation[          , genome  4793] predictions:    9612/  10000 (96.12%), best:    9656/10000 (96.56%), error:      1222.94128, best error:      1137.02820 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.4608917236s, input_fired_time: 1.2923007011, output_fired_time: 1.1344268322, propagate_forward_time: 45.7802848816, propagate_backward_time: 71.1911239624, weight_update_time: 0.1342788935, other_time: 3.0627517700
epoch time: 9.8446102142s, input_fired_time: 0.1627605408, output_fired_time: 0.0000000000, propagate_forward_time: 9.1498622894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319871902
validation[          , genome  4793] predictions:    9621/  10000 (96.21%), best:    9656/10000 (96.56%), error:      1162.78577, best error:      1137.02820 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.9805984497s, input_fired_time: 1.3012721539, output_fired_time: 1.1320557594, propagate_forward_time: 46.0603027344, propagate_backward_time: 71.5350570679, weight_update_time: 0.1343724728, other_time: 2.9519119263
epoch time: 9.8940448761s, input_fired_time: 0.1620437205, output_fired_time: 0.0000000000, propagate_forward_time: 9.2084636688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235376358
validation[          , genome  4793] predictions:    9617/  10000 (96.17%), best:    9656/10000 (96.56%), error:      1230.52637, best error:      1137.02820 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.9007492065s, input_fired_time: 1.2861305475, output_fired_time: 1.1294196844, propagate_forward_time: 46.0833396912, propagate_backward_time: 71.4134826660, weight_update_time: 0.1349606961, other_time: 2.9883728027
epoch time: 9.9376506805s, input_fired_time: 0.1789416969, output_fired_time: 0.0000000000, propagate_forward_time: 9.2166748047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420341492
validation[          , genome  4793] predictions:    9624/  10000 (96.24%), best:    9656/10000 (96.56%), error:      1230.61206, best error:      1137.02820 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.4054946899s, input_fired_time: 1.2847378254, output_fired_time: 1.1403164864, propagate_forward_time: 45.8436393738, propagate_backward_time: 71.1545028687, weight_update_time: 0.1346336901, other_time: 2.9822921753
epoch time: 9.8002252579s, input_fired_time: 0.1668151766, output_fired_time: 0.0000000000, propagate_forward_time: 9.1061325073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272779465
validation[          , genome  4793] predictions:    9639/  10000 (96.39%), best:    9656/10000 (96.56%), error:      1231.64990, best error:      1137.02820 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.2760696411s, input_fired_time: 1.3132402897, output_fired_time: 1.1255679131, propagate_forward_time: 45.6732521057, propagate_backward_time: 71.1107406616, weight_update_time: 0.1362164915, other_time: 3.0532760620
epoch time: 9.9608669281s, input_fired_time: 0.1673849225, output_fired_time: 0.0000000000, propagate_forward_time: 9.2599735260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335083008
validation[          , genome  4793] predictions:    9608/  10000 (96.08%), best:    9656/10000 (96.56%), error:      1250.46753, best error:      1137.02820 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.4208068848s, input_fired_time: 1.3120898008, output_fired_time: 1.1359975338, propagate_forward_time: 46.1052207947, propagate_backward_time: 71.8244857788, weight_update_time: 0.1350660175, other_time: 3.0430221558
epoch time: 9.7955188751s, input_fired_time: 0.1684317887, output_fired_time: 0.0000000000, propagate_forward_time: 9.0953874588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316991806
validation[          , genome  4793] predictions:    9443/  10000 (94.43%), best:    9656/10000 (96.56%), error:      1893.27563, best error:      1137.02820 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.9075622559s, input_fired_time: 1.3013134003, output_fired_time: 1.1315053701, propagate_forward_time: 46.1199607849, propagate_backward_time: 71.3349761963, weight_update_time: 0.1343491226, other_time: 3.0198059082
epoch time: 9.8824729919s, input_fired_time: 0.1653472185, output_fired_time: 0.0000000000, propagate_forward_time: 9.1810178757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361080170
validation[          , genome  4793] predictions:    9617/  10000 (96.17%), best:    9656/10000 (96.56%), error:      1266.54871, best error:      1137.02820 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.5895690918s, input_fired_time: 1.2790222168, output_fired_time: 1.1276220083, propagate_forward_time: 45.5018348694, propagate_backward_time: 70.7015151978, weight_update_time: 0.1348620206, other_time: 2.9795761108
epoch time: 9.9231033325s, input_fired_time: 0.1643416882, output_fired_time: 0.0000000000, propagate_forward_time: 9.2313518524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274095535
validation[          , genome  4793] predictions:    9645/  10000 (96.45%), best:    9656/10000 (96.56%), error:      1186.71570, best error:      1137.02820 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.9582366943s, input_fired_time: 1.3083114624, output_fired_time: 1.1383633614, propagate_forward_time: 46.0471038818, propagate_backward_time: 71.4806060791, weight_update_time: 0.1346393973, other_time: 2.9838485718
epoch time: 10.1520757675s, input_fired_time: 0.1746180803, output_fired_time: 0.0000000000, propagate_forward_time: 9.4164953232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609626770
validation[          , genome  4793] predictions:    9645/  10000 (96.45%), best:    9656/10000 (96.56%), error:      1189.13049, best error:      1137.02820 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.5282974243s, input_fired_time: 1.3327057362, output_fired_time: 1.1526733637, propagate_forward_time: 46.2203788757, propagate_backward_time: 71.7707061768, weight_update_time: 0.1351287663, other_time: 3.0518341064
epoch time: 9.7920827866s, input_fired_time: 0.1683900356, output_fired_time: 0.0000000000, propagate_forward_time: 9.0938739777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298185349
validation[          , genome  4793] predictions:    9613/  10000 (96.13%), best:    9656/10000 (96.56%), error:      1279.01868, best error:      1137.02820 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.1742401123s, input_fired_time: 1.3135112524, output_fired_time: 1.1319420338, propagate_forward_time: 45.6892013550, propagate_backward_time: 70.9995498657, weight_update_time: 0.1353846937, other_time: 3.0400314331
epoch time: 9.9940757751s, input_fired_time: 0.1668739170, output_fired_time: 0.0000000000, propagate_forward_time: 9.2948589325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323429108
validation[          , genome  4793] predictions:    9612/  10000 (96.12%), best:    9656/10000 (96.56%), error:      1287.32715, best error:      1137.02820 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.6908111572s, input_fired_time: 1.3146371841, output_fired_time: 1.1317714453, propagate_forward_time: 45.8651962280, propagate_backward_time: 71.3625869751, weight_update_time: 0.1359182149, other_time: 3.0166168213
epoch time: 9.9819221497s, input_fired_time: 0.1681637317, output_fired_time: 0.0000000000, propagate_forward_time: 9.2803688049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333900452
validation[          , genome  4793] predictions:    9607/  10000 (96.07%), best:    9656/10000 (96.56%), error:      1312.36267, best error:      1137.02820 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 122.3053283691s, input_fired_time: 1.2998293638, output_fired_time: 1.1314888000, propagate_forward_time: 45.7834320068, propagate_backward_time: 71.0839157104, weight_update_time: 0.1397532076, other_time: 3.0066604614
epoch time: 9.7430143356s, input_fired_time: 0.1641786993, output_fired_time: 0.0000000000, propagate_forward_time: 9.0545015335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243339539
validation[          , genome  4793] predictions:    9647/  10000 (96.47%), best:    9656/10000 (96.56%), error:      1176.57544, best error:      1137.02820 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.3463973999s, input_fired_time: 1.3074589968, output_fired_time: 1.1321995258, propagate_forward_time: 45.7405052185, propagate_backward_time: 71.1321411133, weight_update_time: 0.1360106915, other_time: 3.0340881348
epoch time: 9.8498458862s, input_fired_time: 0.1693531871, output_fired_time: 0.0000000000, propagate_forward_time: 9.1294565201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510358810
validation[          , genome  4793] predictions:    9620/  10000 (96.20%), best:    9656/10000 (96.56%), error:      1262.31812, best error:      1137.02820 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.7337493896s, input_fired_time: 1.3129374981, output_fired_time: 1.1377680302, propagate_forward_time: 45.9782028198, propagate_backward_time: 71.2493133545, weight_update_time: 0.1358930022, other_time: 3.0555267334
epoch time: 9.9269762039s, input_fired_time: 0.1645314097, output_fired_time: 0.0000000000, propagate_forward_time: 9.2370662689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253782272
validation[          , genome  4793] predictions:    9634/  10000 (96.34%), best:    9656/10000 (96.56%), error:      1180.85266, best error:      1137.02820 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.6172714233s, input_fired_time: 1.2843475342, output_fired_time: 1.1651242971, propagate_forward_time: 46.3964118958, propagate_backward_time: 71.8083801270, weight_update_time: 0.1338014752, other_time: 2.9630126953
epoch time: 10.0911540985s, input_fired_time: 0.1669023186, output_fired_time: 0.0000000000, propagate_forward_time: 9.3873243332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369272232
validation[          , genome  4793] predictions:    9582/  10000 (95.82%), best:    9656/10000 (96.56%), error:      1345.40527, best error:      1137.02820 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.6018600464s, input_fired_time: 1.2977505922, output_fired_time: 1.1357394457, propagate_forward_time: 45.9095306396, propagate_backward_time: 71.2939224243, weight_update_time: 0.1335318983, other_time: 2.9649124146
epoch time: 9.9950265884s, input_fired_time: 0.1703984886, output_fired_time: 0.0000000000, propagate_forward_time: 9.3023977280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222301483
validation[          , genome  4793] predictions:    9513/  10000 (95.13%), best:    9656/10000 (96.56%), error:      1662.63245, best error:      1137.02820 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 122.4846801758s, input_fired_time: 1.2938594818, output_fired_time: 1.1411428452, propagate_forward_time: 45.7994613647, propagate_backward_time: 71.2597503662, weight_update_time: 0.1345683038, other_time: 2.9904632568
epoch time: 9.7124700546s, input_fired_time: 0.1682711095, output_fired_time: 0.0000000000, propagate_forward_time: 9.0041999817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399990082
validation[          , genome  4793] predictions:    9644/  10000 (96.44%), best:    9656/10000 (96.56%), error:      1142.25500, best error:      1137.02820 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.5506591797s, input_fired_time: 1.3321315050, output_fired_time: 1.1628662348, propagate_forward_time: 46.2489509583, propagate_backward_time: 71.7540512085, weight_update_time: 0.1360450983, other_time: 3.0526657104
epoch time: 9.9386062622s, input_fired_time: 0.1684776098, output_fired_time: 0.0000000000, propagate_forward_time: 9.2419338226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281944275
validation[          , genome  4793] predictions:    9581/  10000 (95.81%), best:    9656/10000 (96.56%), error:      1391.53418, best error:      1137.02820 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 123.1741867065s, input_fired_time: 1.2956589460, output_fired_time: 1.1353988647, propagate_forward_time: 46.1346588135, propagate_backward_time: 71.6074371338, weight_update_time: 0.1344624907, other_time: 3.0010299683
epoch time: 9.7524147034s, input_fired_time: 0.1686943322, output_fired_time: 0.0000000000, propagate_forward_time: 9.0306167603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531034470
validation[          , genome  4793] predictions:    9630/  10000 (96.30%), best:    9656/10000 (96.56%), error:      1193.66833, best error:      1137.02820 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 122.7170944214s, input_fired_time: 1.2743157148, output_fired_time: 1.1342557669, propagate_forward_time: 46.0066413879, propagate_backward_time: 71.3562545776, weight_update_time: 0.1329237074, other_time: 2.9456253052
epoch time: 9.7230205536s, input_fired_time: 0.1707433313, output_fired_time: 0.0000000000, propagate_forward_time: 9.0307874680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214900970
validation[          , genome  4793] predictions:    9613/  10000 (96.13%), best:    9656/10000 (96.56%), error:      1263.10999, best error:      1137.02820 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 122.4023513794s, input_fired_time: 1.3069068193, output_fired_time: 1.1286934614, propagate_forward_time: 45.7399597168, propagate_backward_time: 71.2033996582, weight_update_time: 0.1407639384, other_time: 3.0233917236
epoch time: 9.8990526199s, input_fired_time: 0.1727083325, output_fired_time: 0.0000000000, propagate_forward_time: 9.1891469955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371971130
validation[          , genome  4793] predictions:    9478/  10000 (94.78%), best:    9656/10000 (96.56%), error:      1746.51807, best error:      1137.02820 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.8719024658s, input_fired_time: 1.3072659969, output_fired_time: 1.1573303938, propagate_forward_time: 46.3063964844, propagate_backward_time: 72.0794754028, weight_update_time: 0.1396029890, other_time: 3.0214309692
epoch time: 9.8577861786s, input_fired_time: 0.1696680188, output_fired_time: 0.0000000000, propagate_forward_time: 9.1558971405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322208405
validation[          , genome  4793] predictions:    9554/  10000 (95.54%), best:    9656/10000 (96.56%), error:      1416.64221, best error:      1137.02820 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 123.5355758667s, input_fired_time: 1.2962008715, output_fired_time: 1.1491243839, propagate_forward_time: 46.2947463989, propagate_backward_time: 71.7941894531, weight_update_time: 0.1342306137, other_time: 3.0013122559
epoch time: 9.8423519135s, input_fired_time: 0.1698977202, output_fired_time: 0.0000000000, propagate_forward_time: 9.1328172684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396366119
validation[          , genome  4793] predictions:    9582/  10000 (95.82%), best:    9656/10000 (96.56%), error:      1389.17432, best error:      1137.02820 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.4889907837s, input_fired_time: 1.3028609753, output_fired_time: 1.1744657755, propagate_forward_time: 46.2788009644, propagate_backward_time: 71.7158889771, weight_update_time: 0.1343490034, other_time: 3.0169677734
epoch time: 10.3536586761s, input_fired_time: 0.1810457557, output_fired_time: 0.0000000000, propagate_forward_time: 9.6093873978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632257462
validation[          , genome  4793] predictions:    9664/  10000 (96.64%), best:    9656/10000 (96.56%), error:      1161.80164, best error:      1137.02820 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 123.9011154175s, input_fired_time: 1.3218195438, output_fired_time: 1.1436275244, propagate_forward_time: 46.4303016663, propagate_backward_time: 72.0633926392, weight_update_time: 0.1343059987, other_time: 2.9419631958
epoch time: 10.0170764923s, input_fired_time: 0.1705708206, output_fired_time: 0.0000000000, propagate_forward_time: 9.2981195450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483865738
validation[          , genome  4793] predictions:    9635/  10000 (96.35%), best:    9656/10000 (96.56%), error:      1173.30493, best error:      1137.02820 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.8532485962s, input_fired_time: 1.3198269606, output_fired_time: 1.1328721046, propagate_forward_time: 46.0137176514, propagate_backward_time: 71.3849792480, weight_update_time: 0.1351910979, other_time: 3.0018539429
epoch time: 10.1337337494s, input_fired_time: 0.1706248075, output_fired_time: 0.0000000000, propagate_forward_time: 9.4307842255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323247910
validation[          , genome  4793] predictions:    9638/  10000 (96.38%), best:    9656/10000 (96.56%), error:      1244.96509, best error:      1137.02820 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 124.3804550171s, input_fired_time: 1.3246322870, output_fired_time: 1.1527881622, propagate_forward_time: 46.5000762939, propagate_backward_time: 72.3762054443, weight_update_time: 0.1487431675, other_time: 3.0267562866
epoch time: 10.1640806198s, input_fired_time: 0.1686193943, output_fired_time: 0.0000000000, propagate_forward_time: 9.4569845200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384769440
validation[          , genome  4793] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1096.55249, best error:      1096.55249 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 123.1349487305s, input_fired_time: 1.3105312586, output_fired_time: 1.1299458742, propagate_forward_time: 46.0392456055, propagate_backward_time: 71.6881942749, weight_update_time: 0.1341046095, other_time: 2.9670333862
epoch time: 9.7627744675s, input_fired_time: 0.1670002192, output_fired_time: 0.0000000000, propagate_forward_time: 9.0734872818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222873688
validation[          , genome  4793] predictions:    9641/  10000 (96.41%), best:    9675/10000 (96.75%), error:      1127.84790, best error:      1096.55249 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 122.9233779907s, input_fired_time: 1.2912144661, output_fired_time: 1.1397905350, propagate_forward_time: 45.9982872009, propagate_backward_time: 71.5340042114, weight_update_time: 0.1335735023, other_time: 2.9600753784
epoch time: 9.8231239319s, input_fired_time: 0.1704442799, output_fired_time: 0.0000000000, propagate_forward_time: 9.1204357147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322437286
validation[          , genome  4793] predictions:    9658/  10000 (96.58%), best:    9675/10000 (96.75%), error:      1105.37207, best error:      1096.55249 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 123.6412277222s, input_fired_time: 1.3088884354, output_fired_time: 1.1515605450, propagate_forward_time: 46.3704872131, propagate_backward_time: 71.8142623901, weight_update_time: 0.1358547807, other_time: 2.9960250854
epoch time: 10.1363058090s, input_fired_time: 0.1774708182, output_fired_time: 0.0000000000, propagate_forward_time: 9.4086351395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5501995087
validation[          , genome  4793] predictions:    9638/  10000 (96.38%), best:    9675/10000 (96.75%), error:      1165.78040, best error:      1096.55249 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 123.0245285034s, input_fired_time: 1.3076472282, output_fired_time: 1.1331117153, propagate_forward_time: 45.9873733521, propagate_backward_time: 71.5818252563, weight_update_time: 0.1410542876, other_time: 3.0145721436
epoch time: 10.0742502213s, input_fired_time: 0.1666727960, output_fired_time: 0.0000000000, propagate_forward_time: 9.3811750412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264024734
validation[          , genome  4793] predictions:    9589/  10000 (95.89%), best:    9675/10000 (96.75%), error:      1367.19775, best error:      1096.55249 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 122.7394104004s, input_fired_time: 1.2989450693, output_fired_time: 1.1295011044, propagate_forward_time: 45.9098014832, propagate_backward_time: 71.3897933960, weight_update_time: 0.1343298256, other_time: 3.0113754272
epoch time: 9.9224205017s, input_fired_time: 0.1670065522, output_fired_time: 0.0000000000, propagate_forward_time: 9.2294635773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259504318
validation[          , genome  4793] predictions:    9637/  10000 (96.37%), best:    9675/10000 (96.75%), error:      1129.17908, best error:      1096.55249 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 122.9758682251s, input_fired_time: 1.3128882647, output_fired_time: 1.1301057339, propagate_forward_time: 45.9949913025, propagate_backward_time: 71.5418243408, weight_update_time: 0.1347133070, other_time: 2.9960632324
epoch time: 9.8443727493s, input_fired_time: 0.1666861624, output_fired_time: 0.0000000000, propagate_forward_time: 9.1561536789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215330124
validation[          , genome  4793] predictions:    9646/  10000 (96.46%), best:    9675/10000 (96.75%), error:      1160.38135, best error:      1096.55249 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 122.4984817505s, input_fired_time: 1.3151247501, output_fired_time: 1.1459051371, propagate_forward_time: 45.7202835083, propagate_backward_time: 71.2747421265, weight_update_time: 0.1358912885, other_time: 3.0424270630
epoch time: 10.0048847198s, input_fired_time: 0.1740170717, output_fired_time: 0.0000000000, propagate_forward_time: 9.2991895676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316781998
validation[          , genome  4793] predictions:    9513/  10000 (95.13%), best:    9675/10000 (96.75%), error:      1609.73108, best error:      1096.55249 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 122.9162216187s, input_fired_time: 1.3216519356, output_fired_time: 1.1429506540, propagate_forward_time: 46.0086708069, propagate_backward_time: 71.4088668823, weight_update_time: 0.1352667212, other_time: 3.0340805054
epoch time: 10.0888891220s, input_fired_time: 0.1742074788, output_fired_time: 0.0000000000, propagate_forward_time: 9.3651285172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495529175
validation[          , genome  4793] predictions:    9610/  10000 (96.10%), best:    9675/10000 (96.75%), error:      1279.85303, best error:      1096.55249 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 124.6614456177s, input_fired_time: 1.3497766256, output_fired_time: 1.1598342657, propagate_forward_time: 46.6094245911, propagate_backward_time: 72.4585494995, weight_update_time: 0.1398289055, other_time: 3.0838546753
epoch time: 9.9172086716s, input_fired_time: 0.1731819361, output_fired_time: 0.0000000000, propagate_forward_time: 9.2240018845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200252533
validation[          , genome  4793] predictions:    9607/  10000 (96.07%), best:    9675/10000 (96.75%), error:      1246.59180, best error:      1096.55249 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 123.0055084229s, input_fired_time: 1.3171142340, output_fired_time: 1.1439651251, propagate_forward_time: 46.0287170410, propagate_backward_time: 71.5278472900, weight_update_time: 0.1392006874, other_time: 2.9878616333
epoch time: 10.0040111542s, input_fired_time: 0.1699580252, output_fired_time: 0.0000000000, propagate_forward_time: 9.3049888611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290641785
validation[          , genome  4793] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1089.96216, best error:      1089.96216 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 122.3067855835s, input_fired_time: 1.3104889393, output_fired_time: 1.1324795485, propagate_forward_time: 45.7548789978, propagate_backward_time: 71.1037445068, weight_update_time: 0.1342578083, other_time: 3.0052032471
epoch time: 9.8962764740s, input_fired_time: 0.1738685668, output_fired_time: 0.0000000000, propagate_forward_time: 9.1922111511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301971436
validation[          , genome  4793] predictions:    9657/  10000 (96.57%), best:    9668/10000 (96.68%), error:      1158.73877, best error:      1089.96216 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.5976943970s, input_fired_time: 1.3053129911, output_fired_time: 1.1393463612, propagate_forward_time: 45.9005889893, propagate_backward_time: 71.3252029419, weight_update_time: 0.1335241199, other_time: 2.9272460938
epoch time: 9.9135751724s, input_fired_time: 0.1694415212, output_fired_time: 0.0000000000, propagate_forward_time: 9.2180681229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260658264
validation[          , genome  4793] predictions:    9626/  10000 (96.26%), best:    9668/10000 (96.68%), error:      1171.00732, best error:      1089.96216 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 124.3504409790s, input_fired_time: 1.3277280331, output_fired_time: 1.1553083658, propagate_forward_time: 46.5860214233, propagate_backward_time: 72.2078475952, weight_update_time: 0.1348406821, other_time: 3.0735321045
epoch time: 10.0043029785s, input_fired_time: 0.1716950983, output_fired_time: 0.0000000000, propagate_forward_time: 9.3081102371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244979858
validation[          , genome  4793] predictions:    9614/  10000 (96.14%), best:    9668/10000 (96.68%), error:      1268.98779, best error:      1089.96216 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 122.9788894653s, input_fired_time: 1.3305727243, output_fired_time: 1.1288160086, propagate_forward_time: 46.0782089233, propagate_backward_time: 71.4544601440, weight_update_time: 0.1342818439, other_time: 2.9868316650
epoch time: 9.8874320984s, input_fired_time: 0.1688182354, output_fired_time: 0.0000000000, propagate_forward_time: 9.1974725723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211410522
validation[          , genome  4793] predictions:    9665/  10000 (96.65%), best:    9668/10000 (96.68%), error:      1109.87122, best error:      1089.96216 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 122.6759185791s, input_fired_time: 1.3226878643, output_fired_time: 1.1284477711, propagate_forward_time: 45.8580055237, propagate_backward_time: 71.3690338135, weight_update_time: 0.1344782710, other_time: 2.9977416992
epoch time: 9.7584648132s, input_fired_time: 0.1700333059, output_fired_time: 0.0000000000, propagate_forward_time: 9.0636577606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247735977
validation[          , genome  4793] predictions:    9643/  10000 (96.43%), best:    9668/10000 (96.68%), error:      1157.63940, best error:      1089.96216 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 122.2909164429s, input_fired_time: 1.3377529383, output_fired_time: 1.1372644901, propagate_forward_time: 45.6441497803, propagate_backward_time: 71.1446304321, weight_update_time: 0.1356189102, other_time: 3.0271148682
epoch time: 9.9131050110s, input_fired_time: 0.1704306304, output_fired_time: 0.0000000000, propagate_forward_time: 9.2137565613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289182663
validation[          , genome  4793] predictions:    9621/  10000 (96.21%), best:    9668/10000 (96.68%), error:      1192.97021, best error:      1089.96216 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 123.4513778687s, input_fired_time: 1.3117167950, output_fired_time: 1.1629402637, propagate_forward_time: 46.1531791687, propagate_backward_time: 71.8168640137, weight_update_time: 0.1357239336, other_time: 3.0066833496
epoch time: 10.0448246002s, input_fired_time: 0.1703912765, output_fired_time: 0.0000000000, propagate_forward_time: 9.3183202744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561132431
validation[          , genome  4793] predictions:    9644/  10000 (96.44%), best:    9668/10000 (96.68%), error:      1134.06946, best error:      1089.96216 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.9822692871s, input_fired_time: 1.3159935474, output_fired_time: 1.1188291311, propagate_forward_time: 45.6017074585, propagate_backward_time: 70.9406509399, weight_update_time: 0.1348305792, other_time: 3.0050888062
epoch time: 9.9361591339s, input_fired_time: 0.1718588024, output_fired_time: 0.0000000000, propagate_forward_time: 9.2413063049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229940414
validation[          , genome  4793] predictions:    9638/  10000 (96.38%), best:    9668/10000 (96.68%), error:      1186.98181, best error:      1089.96216 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 122.2486953735s, input_fired_time: 1.3153078556, output_fired_time: 1.1213288307, propagate_forward_time: 45.7441558838, propagate_backward_time: 71.0606918335, weight_update_time: 0.1349764317, other_time: 3.0072097778
epoch time: 9.9136829376s, input_fired_time: 0.1740332097, output_fired_time: 0.0000000000, propagate_forward_time: 9.1982831955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413665771
validation[          , genome  4793] predictions:    9643/  10000 (96.43%), best:    9668/10000 (96.68%), error:      1174.09143, best error:      1089.96216 on epoch:    91, 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: 49.4583435059s, input_fired_time: 0.8550187945, output_fired_time: 0.0000000000, propagate_forward_time: 45.8137893677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7895355225
best training[          , genome  4793] predictions:   49239/  50000 (98.48%), best:    9668/10000 (96.68%), error:      2850.26099, best error:      1089.96216 on epoch:    91, 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: 9.9742088318s, input_fired_time: 0.1678537875, output_fired_time: 0.0000000000, propagate_forward_time: 9.2817039490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246515274
   testing[          , genome  4793] predictions:    9721/  10000 (97.21%), best:    9668/10000 (96.68%), error:       931.60242, best error:      1089.96216 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:02:11 (6308): called boinc_finish(0)

</stderr_txt>
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