Nameexact_genome_1512568488_41_4791_1
Workunit2595223
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline13 Dec 2017, 21:20:12 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 19 min 24 sec
CPU time3 hours 18 min 30 sec
Validate stateValid
Credit1,597.96
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.82 MB
Peak swap size157.14 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.1021490097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148839951
validation[          , genome  4791] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1398.25964, best error:      1398.25964 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.8366165161s, input_fired_time: 1.1602708101, output_fired_time: 1.0113542080, propagate_forward_time: 40.6316146851, propagate_backward_time: 63.0188751221, weight_update_time: 0.1213748753, other_time: 3.0145034790
epoch time: 8.9026355743s, input_fired_time: 0.1490576267, output_fired_time: 0.0000000000, propagate_forward_time: 8.2198982239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336799622
validation[          , genome  4791] predictions:    9497/  10000 (94.97%), best:    9586/10000 (95.86%), error:      1582.94080, best error:      1398.25964 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 109.3160171509s, input_fired_time: 1.1530429125, output_fired_time: 1.0111238956, propagate_forward_time: 40.8551979065, propagate_backward_time: 63.3568763733, weight_update_time: 0.1257173419, other_time: 2.9397697449
epoch time: 8.7153596878s, input_fired_time: 0.1448009163, output_fired_time: 0.0000000000, propagate_forward_time: 8.0653991699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051593781
validation[          , genome  4791] predictions:    9534/  10000 (95.34%), best:    9586/10000 (95.86%), error:      1540.71338, best error:      1398.25964 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.9191665649s, input_fired_time: 1.1501466036, output_fired_time: 1.0016304255, propagate_forward_time: 40.3700180054, propagate_backward_time: 62.5459060669, weight_update_time: 0.1199277118, other_time: 2.8514633179
epoch time: 8.6701068878s, input_fired_time: 0.1437685639, output_fired_time: 0.0000000000, propagate_forward_time: 8.0260715485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002670288
validation[          , genome  4791] predictions:    9543/  10000 (95.43%), best:    9586/10000 (95.86%), error:      1456.00024, best error:      1398.25964 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 108.5784454346s, input_fired_time: 1.1608469486, output_fired_time: 1.0046216249, propagate_forward_time: 40.5795669556, propagate_backward_time: 62.9345359802, weight_update_time: 0.1251009405, other_time: 2.8988685608
epoch time: 8.7778644562s, input_fired_time: 0.1579028964, output_fired_time: 0.0000000000, propagate_forward_time: 8.0678205490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521411896
validation[          , genome  4791] predictions:    9543/  10000 (95.43%), best:    9586/10000 (95.86%), error:      1552.42065, best error:      1398.25964 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.1436462402s, input_fired_time: 1.1447026730, output_fired_time: 1.0060236454, propagate_forward_time: 40.4131240845, propagate_backward_time: 62.7297134399, weight_update_time: 0.1199268699, other_time: 2.8500823975
epoch time: 8.6924753189s, input_fired_time: 0.1445308924, output_fired_time: 0.0000000000, propagate_forward_time: 8.0463504791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015935898
validation[          , genome  4791] predictions:    9544/  10000 (95.44%), best:    9586/10000 (95.86%), error:      1553.99158, best error:      1398.25964 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.0290527344s, input_fired_time: 1.1573725939, output_fired_time: 1.0061546564, propagate_forward_time: 40.3210716248, propagate_backward_time: 62.6701354980, weight_update_time: 0.1203477234, other_time: 2.8743133545
epoch time: 8.7646989822s, input_fired_time: 0.1483339965, output_fired_time: 0.0000000000, propagate_forward_time: 8.0916843414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246810913
validation[          , genome  4791] predictions:    9558/  10000 (95.58%), best:    9586/10000 (95.86%), error:      1463.07996, best error:      1398.25964 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.0291824341s, input_fired_time: 1.1746203899, output_fired_time: 1.0362830162, propagate_forward_time: 41.0331878662, propagate_backward_time: 63.7734184265, weight_update_time: 0.1261314005, other_time: 3.0116691589
epoch time: 8.8916654587s, input_fired_time: 0.1488955170, output_fired_time: 0.0000000000, propagate_forward_time: 8.1941404343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486297607
validation[          , genome  4791] predictions:    9576/  10000 (95.76%), best:    9586/10000 (95.86%), error:      1431.59338, best error:      1398.25964 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.2898178101s, input_fired_time: 1.1618932486, output_fired_time: 1.0006023645, propagate_forward_time: 40.3990020752, propagate_backward_time: 62.8371086121, weight_update_time: 0.1202646866, other_time: 2.8912086487
epoch time: 8.5280847549s, input_fired_time: 0.1422005147, output_fired_time: 0.0000000000, propagate_forward_time: 7.8925471306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933371544
validation[          , genome  4791] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1350.36743, best error:      1350.36743 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 108.5959243774s, input_fired_time: 1.1810388565, output_fired_time: 1.0122113228, propagate_forward_time: 40.5331420898, propagate_backward_time: 62.9307556152, weight_update_time: 0.1220169738, other_time: 2.9387741089
epoch time: 8.7822256088s, input_fired_time: 0.1511494964, output_fired_time: 0.0000000000, propagate_forward_time: 8.1110811234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199947357
validation[          , genome  4791] predictions:    9598/  10000 (95.98%), best:    9614/10000 (96.14%), error:      1368.77954, best error:      1350.36743 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 107.7863388062s, input_fired_time: 1.1492640972, output_fired_time: 0.9987729788, propagate_forward_time: 40.2137985229, propagate_backward_time: 62.5539169312, weight_update_time: 0.1202999130, other_time: 2.8705902100
epoch time: 8.7102384567s, input_fired_time: 0.1478437781, output_fired_time: 0.0000000000, propagate_forward_time: 8.0423707962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200242996
validation[          , genome  4791] predictions:    9574/  10000 (95.74%), best:    9614/10000 (96.14%), error:      1379.61523, best error:      1350.36743 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.0066680908s, input_fired_time: 1.1680046320, output_fired_time: 0.9964967966, propagate_forward_time: 40.3369750977, propagate_backward_time: 62.5942382813, weight_update_time: 0.1212861165, other_time: 2.9109497070
epoch time: 8.8777847290s, input_fired_time: 0.1523894966, output_fired_time: 0.0000000000, propagate_forward_time: 8.2069854736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184097290
validation[          , genome  4791] predictions:    9562/  10000 (95.62%), best:    9614/10000 (96.14%), error:      1466.07605, best error:      1350.36743 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 108.9898757935s, input_fired_time: 1.1625978947, output_fired_time: 0.9955506921, propagate_forward_time: 40.6545677185, propagate_backward_time: 63.2121925354, weight_update_time: 0.1265526861, other_time: 2.9649620056
epoch time: 8.7026729584s, input_fired_time: 0.1433071941, output_fired_time: 0.0000000000, propagate_forward_time: 8.0556249619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037412643
validation[          , genome  4791] predictions:    9581/  10000 (95.81%), best:    9614/10000 (96.14%), error:      1368.18372, best error:      1350.36743 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 108.0954742432s, input_fired_time: 1.1506909132, output_fired_time: 0.9956724048, propagate_forward_time: 40.3546714783, propagate_backward_time: 62.7256507874, weight_update_time: 0.1205412894, other_time: 2.8687858582
epoch time: 8.7674589157s, input_fired_time: 0.1502002776, output_fired_time: 0.0000000000, propagate_forward_time: 8.0855560303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317029953
validation[          , genome  4791] predictions:    9562/  10000 (95.62%), best:    9614/10000 (96.14%), error:      1418.17810, best error:      1350.36743 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 108.0746078491s, input_fired_time: 1.1586438417, output_fired_time: 1.0047298670, propagate_forward_time: 40.3244934082, propagate_backward_time: 62.7071571350, weight_update_time: 0.1206341758, other_time: 2.8795814514
epoch time: 8.6506776810s, input_fired_time: 0.1451149434, output_fired_time: 0.0000000000, propagate_forward_time: 8.0015335083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040292740
validation[          , genome  4791] predictions:    9588/  10000 (95.88%), best:    9614/10000 (96.14%), error:      1391.77795, best error:      1350.36743 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 108.0781326294s, input_fired_time: 1.1493126154, output_fired_time: 1.0081087351, propagate_forward_time: 40.3610343933, propagate_backward_time: 62.7207717896, weight_update_time: 0.1195587143, other_time: 2.8389053345
epoch time: 8.7324495316s, input_fired_time: 0.1451550871, output_fired_time: 0.0000000000, propagate_forward_time: 8.0844430923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028514862
validation[          , genome  4791] predictions:    9586/  10000 (95.86%), best:    9614/10000 (96.14%), error:      1391.70898, best error:      1350.36743 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.7487335205s, input_fired_time: 1.1395720243, output_fired_time: 0.9980242252, propagate_forward_time: 40.2282867432, propagate_backward_time: 62.5533065796, weight_update_time: 0.1193338186, other_time: 2.8295440674
epoch time: 8.8659858704s, input_fired_time: 0.1491557062, output_fired_time: 0.0000000000, propagate_forward_time: 8.2118043900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050258636
validation[          , genome  4791] predictions:    9575/  10000 (95.75%), best:    9614/10000 (96.14%), error:      1353.85449, best error:      1350.36743 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.4804534912s, input_fired_time: 1.1723042727, output_fired_time: 1.0084254742, propagate_forward_time: 40.5834693909, propagate_backward_time: 62.8258018494, weight_update_time: 0.1207858846, other_time: 2.8904609680
epoch time: 8.8526744843s, input_fired_time: 0.1529774070, output_fired_time: 0.0000000000, propagate_forward_time: 8.1603298187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393676758
validation[          , genome  4791] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1345.17883, best error:      1345.17883 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.5742263794s, input_fired_time: 1.1741575003, output_fired_time: 1.0049372911, propagate_forward_time: 40.5141258240, propagate_backward_time: 62.9269180298, weight_update_time: 0.1206255704, other_time: 2.9540939331
epoch time: 8.7010135651s, input_fired_time: 0.1453443915, output_fired_time: 0.0000000000, propagate_forward_time: 8.0523252487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033435822
validation[          , genome  4791] predictions:    9574/  10000 (95.74%), best:    9594/10000 (95.94%), error:      1426.16028, best error:      1345.17883 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.4609069824s, input_fired_time: 1.1371111870, output_fired_time: 0.9915983677, propagate_forward_time: 40.1688423157, propagate_backward_time: 62.3267936707, weight_update_time: 0.1217131615, other_time: 2.8365669250
epoch time: 8.6863994598s, input_fired_time: 0.1452205926, output_fired_time: 0.0000000000, propagate_forward_time: 8.0378322601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033464432
validation[          , genome  4791] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1304.99133, best error:      1304.99133 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.9742202759s, input_fired_time: 1.1423006058, output_fired_time: 0.9950812459, propagate_forward_time: 40.3080482483, propagate_backward_time: 62.6486167908, weight_update_time: 0.1197853535, other_time: 2.8801765442
epoch time: 8.7163925171s, input_fired_time: 0.1445960104, output_fired_time: 0.0000000000, propagate_forward_time: 8.0565004349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152959824
validation[          , genome  4791] predictions:    9572/  10000 (95.72%), best:    9626/10000 (96.26%), error:      1461.32983, best error:      1304.99133 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.5873641968s, input_fired_time: 1.1429902315, output_fired_time: 0.9989014864, propagate_forward_time: 40.1175193787, propagate_backward_time: 62.4686126709, weight_update_time: 0.1208743975, other_time: 2.8593444824
epoch time: 8.6964244843s, input_fired_time: 0.1460678875, output_fired_time: 0.0000000000, propagate_forward_time: 8.0524911880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978656769
validation[          , genome  4791] predictions:    9526/  10000 (95.26%), best:    9626/10000 (96.26%), error:      1488.34619, best error:      1304.99133 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.0956192017s, input_fired_time: 1.1619565487, output_fired_time: 1.0226045847, propagate_forward_time: 40.6489868164, propagate_backward_time: 63.2615585327, weight_update_time: 0.1203391999, other_time: 3.0005111694
epoch time: 8.7502260208s, input_fired_time: 0.1469953656, output_fired_time: 0.0000000000, propagate_forward_time: 8.0949220657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083084106
validation[          , genome  4791] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1266.31555, best error:      1266.31555 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.0726165771s, input_fired_time: 1.1671590805, output_fired_time: 1.0187733173, propagate_forward_time: 40.6495361328, propagate_backward_time: 63.3242263794, weight_update_time: 0.1210737005, other_time: 2.9129180908
epoch time: 8.9115762711s, input_fired_time: 0.1571314335, output_fired_time: 0.0000000000, propagate_forward_time: 8.2075242996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469207764
validation[          , genome  4791] predictions:    9617/  10000 (96.17%), best:    9629/10000 (96.29%), error:      1287.02039, best error:      1266.31555 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.6604309082s, input_fired_time: 1.1606903076, output_fired_time: 1.0007914305, propagate_forward_time: 40.1985778809, propagate_backward_time: 62.4294242859, weight_update_time: 0.1193048358, other_time: 2.8709449768
epoch time: 8.7248525620s, input_fired_time: 0.1491795033, output_fired_time: 0.0000000000, propagate_forward_time: 8.0617408752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139322281
validation[          , genome  4791] predictions:    9581/  10000 (95.81%), best:    9629/10000 (96.29%), error:      1403.36975, best error:      1266.31555 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 108.1790313721s, input_fired_time: 1.1592898369, output_fired_time: 1.0006551743, propagate_forward_time: 40.4584655762, propagate_backward_time: 62.6479949951, weight_update_time: 0.1218406484, other_time: 2.9126281738
epoch time: 8.7420997620s, input_fired_time: 0.1460782588, output_fired_time: 0.0000000000, propagate_forward_time: 8.0914516449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045700073
validation[          , genome  4791] predictions:    9638/  10000 (96.38%), best:    9629/10000 (96.29%), error:      1279.28601, best error:      1266.31555 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.1315536499s, input_fired_time: 1.1485800743, output_fired_time: 0.9976393580, propagate_forward_time: 40.3883171082, propagate_backward_time: 62.7292366028, weight_update_time: 0.1194015145, other_time: 2.8677787781
epoch time: 8.6602010727s, input_fired_time: 0.1454515159, output_fired_time: 0.0000000000, propagate_forward_time: 8.0118513107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028982162
validation[          , genome  4791] predictions:    9621/  10000 (96.21%), best:    9629/10000 (96.29%), error:      1276.66113, best error:      1266.31555 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.4989624023s, input_fired_time: 1.1726562977, output_fired_time: 1.0170766115, propagate_forward_time: 40.8972930908, propagate_backward_time: 63.3996162415, weight_update_time: 0.1213528514, other_time: 3.0123252869
epoch time: 8.8025093079s, input_fired_time: 0.1451966614, output_fired_time: 0.0000000000, propagate_forward_time: 8.1528539658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044584274
validation[          , genome  4791] predictions:    9530/  10000 (95.30%), best:    9629/10000 (96.29%), error:      1494.82788, best error:      1266.31555 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 109.8511657715s, input_fired_time: 1.1796468496, output_fired_time: 1.0195043087, propagate_forward_time: 40.8822593689, propagate_backward_time: 63.7536392212, weight_update_time: 0.1213545799, other_time: 3.0161209106
epoch time: 8.7833595276s, input_fired_time: 0.1475628912, output_fired_time: 0.0000000000, propagate_forward_time: 8.1210422516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147542953
validation[          , genome  4791] predictions:    9522/  10000 (95.22%), best:    9629/10000 (96.29%), error:      1578.36768, best error:      1266.31555 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 109.3958053589s, input_fired_time: 1.1853187084, output_fired_time: 1.0136523247, propagate_forward_time: 40.8962669373, propagate_backward_time: 63.2786979675, weight_update_time: 0.1211168319, other_time: 3.0218696594
epoch time: 8.7669000626s, input_fired_time: 0.1491312087, output_fired_time: 0.0000000000, propagate_forward_time: 8.1006860733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170831680
validation[          , genome  4791] predictions:    9585/  10000 (95.85%), best:    9629/10000 (96.29%), error:      1388.62463, best error:      1266.31555 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 107.7916336060s, input_fired_time: 1.1568319798, output_fired_time: 1.0028141737, propagate_forward_time: 40.2441024780, propagate_backward_time: 62.5097503662, weight_update_time: 0.1203444600, other_time: 2.8781356812
epoch time: 8.7198896408s, input_fired_time: 0.1475496292, output_fired_time: 0.0000000000, propagate_forward_time: 8.0568151474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155248642
validation[          , genome  4791] predictions:    9613/  10000 (96.13%), best:    9629/10000 (96.29%), error:      1270.95496, best error:      1266.31555 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 108.4394607544s, input_fired_time: 1.1675933599, output_fired_time: 1.0080134869, propagate_forward_time: 40.5089836121, propagate_backward_time: 62.8267173767, weight_update_time: 0.1206165925, other_time: 2.9281501770
epoch time: 8.7540321350s, input_fired_time: 0.1488285810, output_fired_time: 0.0000000000, propagate_forward_time: 8.0938653946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113382339
validation[          , genome  4791] predictions:    9566/  10000 (95.66%), best:    9629/10000 (96.29%), error:      1437.67615, best error:      1266.31555 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.6777877808s, input_fired_time: 1.2023813725, output_fired_time: 1.0135145187, propagate_forward_time: 40.9013099670, propagate_backward_time: 63.4904251099, weight_update_time: 0.1313941479, other_time: 3.0701522827
epoch time: 8.8415622711s, input_fired_time: 0.1491773874, output_fired_time: 0.0000000000, propagate_forward_time: 8.1738214493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185632706
validation[          , genome  4791] predictions:    9618/  10000 (96.18%), best:    9629/10000 (96.29%), error:      1279.66003, best error:      1266.31555 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 109.0691452026s, input_fired_time: 1.1992256641, output_fired_time: 1.0204712152, propagate_forward_time: 40.7081871033, propagate_backward_time: 63.1745681763, weight_update_time: 0.1208829582, other_time: 2.9666976929
epoch time: 8.8592061996s, input_fired_time: 0.1553923935, output_fired_time: 0.0000000000, propagate_forward_time: 8.1731843948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306291580
validation[          , genome  4791] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1212.93811, best error:      1212.93811 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 107.9336395264s, input_fired_time: 1.1640025377, output_fired_time: 1.0017955303, propagate_forward_time: 40.3279075623, propagate_backward_time: 62.6091918945, weight_update_time: 0.1210539714, other_time: 2.8307495117
epoch time: 8.7426757813s, input_fired_time: 0.1454287916, output_fired_time: 0.0000000000, propagate_forward_time: 8.0880565643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091905594
validation[          , genome  4791] predictions:    9568/  10000 (95.68%), best:    9652/10000 (96.52%), error:      1412.14746, best error:      1212.93811 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 108.8513946533s, input_fired_time: 1.1887887716, output_fired_time: 1.0104352236, propagate_forward_time: 40.6391029358, propagate_backward_time: 63.0563507080, weight_update_time: 0.1216270849, other_time: 2.9567108154
epoch time: 8.8200559616s, input_fired_time: 0.1538912952, output_fired_time: 0.0000000000, propagate_forward_time: 8.1579084396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082559586
validation[          , genome  4791] predictions:    9610/  10000 (96.10%), best:    9652/10000 (96.52%), error:      1357.37500, best error:      1212.93811 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 109.3999633789s, input_fired_time: 1.1539505720, output_fired_time: 1.0164437294, propagate_forward_time: 40.9446563721, propagate_backward_time: 63.4476280212, weight_update_time: 0.1200460196, other_time: 2.8372840881
epoch time: 8.6556692123s, input_fired_time: 0.1458256096, output_fired_time: 0.0000000000, propagate_forward_time: 8.0103902817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994535446
validation[          , genome  4791] predictions:    9609/  10000 (96.09%), best:    9652/10000 (96.52%), error:      1253.75940, best error:      1212.93811 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 108.2522888184s, input_fired_time: 1.1532671452, output_fired_time: 1.0135166645, propagate_forward_time: 40.4476089478, propagate_backward_time: 62.7512893677, weight_update_time: 0.1198848188, other_time: 2.8866043091
epoch time: 9.0039234161s, input_fired_time: 0.1472180337, output_fired_time: 0.0000000000, propagate_forward_time: 8.3433408737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133647919
validation[          , genome  4791] predictions:    9529/  10000 (95.29%), best:    9652/10000 (96.52%), error:      1566.23340, best error:      1212.93811 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.9702682495s, input_fired_time: 1.1851685047, output_fired_time: 1.0084050894, propagate_forward_time: 40.6668968201, propagate_backward_time: 63.1822357178, weight_update_time: 0.1221490279, other_time: 2.9275665283
epoch time: 8.7202672958s, input_fired_time: 0.1483024359, output_fired_time: 0.0000000000, propagate_forward_time: 8.0604896545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114755630
validation[          , genome  4791] predictions:    9577/  10000 (95.77%), best:    9652/10000 (96.52%), error:      1398.66748, best error:      1212.93811 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.0779571533s, input_fired_time: 1.1414393187, output_fired_time: 0.9949175119, propagate_forward_time: 40.0096664429, propagate_backward_time: 62.1339073181, weight_update_time: 0.1190489009, other_time: 2.7980232239
epoch time: 8.8684749603s, input_fired_time: 0.1577344835, output_fired_time: 0.0000000000, propagate_forward_time: 8.1526727676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580673218
validation[          , genome  4791] predictions:    9618/  10000 (96.18%), best:    9652/10000 (96.52%), error:      1310.67517, best error:      1212.93811 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.8545913696s, input_fired_time: 1.1953860521, output_fired_time: 1.0087349415, propagate_forward_time: 40.5855674744, propagate_backward_time: 63.1286926270, weight_update_time: 0.1211947948, other_time: 2.9362030029
epoch time: 8.7907571793s, input_fired_time: 0.1518459171, output_fired_time: 0.0000000000, propagate_forward_time: 8.1092720032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296392441
validation[          , genome  4791] predictions:    9637/  10000 (96.37%), best:    9652/10000 (96.52%), error:      1218.46033, best error:      1212.93811 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 108.7012405396s, input_fired_time: 1.1827729940, output_fired_time: 1.0101475716, propagate_forward_time: 40.6351356506, propagate_backward_time: 62.9024162292, weight_update_time: 0.1208342686, other_time: 2.9707679749
epoch time: 8.6658935547s, input_fired_time: 0.1469193995, output_fired_time: 0.0000000000, propagate_forward_time: 8.0148992538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040750504
validation[          , genome  4791] predictions:    9609/  10000 (96.09%), best:    9652/10000 (96.52%), error:      1299.40234, best error:      1212.93811 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.1072769165s, input_fired_time: 1.1642123461, output_fired_time: 1.0101314783, propagate_forward_time: 40.3752403259, propagate_backward_time: 62.6866531372, weight_update_time: 0.1202525496, other_time: 2.8710403442
epoch time: 8.7219247818s, input_fired_time: 0.1473090053, output_fired_time: 0.0000000000, propagate_forward_time: 8.0728731155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017423630
validation[          , genome  4791] predictions:    9618/  10000 (96.18%), best:    9652/10000 (96.52%), error:      1270.06189, best error:      1212.93811 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.4757766724s, input_fired_time: 1.1697069407, output_fired_time: 1.0047647953, propagate_forward_time: 40.5309486389, propagate_backward_time: 62.8824043274, weight_update_time: 0.1194683239, other_time: 2.8879508972
epoch time: 8.7865734100s, input_fired_time: 0.1516849846, output_fired_time: 0.0000000000, propagate_forward_time: 8.1109285355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239601135
validation[          , genome  4791] predictions:    9585/  10000 (95.85%), best:    9652/10000 (96.52%), error:      1350.26990, best error:      1212.93811 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 108.1021728516s, input_fired_time: 1.1644469500, output_fired_time: 1.0121049881, propagate_forward_time: 40.4037933350, propagate_backward_time: 62.6059913635, weight_update_time: 0.1203212887, other_time: 2.9158363342
epoch time: 8.6766948700s, input_fired_time: 0.1482346207, output_fired_time: 0.0000000000, propagate_forward_time: 8.0207500458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077104568
validation[          , genome  4791] predictions:    9599/  10000 (95.99%), best:    9652/10000 (96.52%), error:      1304.30774, best error:      1212.93811 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 107.8980255127s, input_fired_time: 1.1628031731, output_fired_time: 0.9963328242, propagate_forward_time: 40.2737541199, propagate_backward_time: 62.6034812927, weight_update_time: 0.1246683151, other_time: 2.8616523743
epoch time: 8.7158660889s, input_fired_time: 0.1510972977, output_fired_time: 0.0000000000, propagate_forward_time: 8.0569248199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078439713
validation[          , genome  4791] predictions:    9598/  10000 (95.98%), best:    9652/10000 (96.52%), error:      1323.02563, best error:      1212.93811 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 108.4909896851s, input_fired_time: 1.1853320599, output_fired_time: 1.0113835335, propagate_forward_time: 40.4410438538, propagate_backward_time: 62.9418449402, weight_update_time: 0.1233101860, other_time: 2.9113807678
epoch time: 8.6613483429s, input_fired_time: 0.1501723826, output_fired_time: 0.0000000000, propagate_forward_time: 8.0031633377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080127716
validation[          , genome  4791] predictions:    9635/  10000 (96.35%), best:    9652/10000 (96.52%), error:      1240.02905, best error:      1212.93811 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 108.0089874268s, input_fired_time: 1.1767122746, output_fired_time: 1.0138574839, propagate_forward_time: 40.3493499756, propagate_backward_time: 62.5344963074, weight_update_time: 0.1257571727, other_time: 2.9345741272
epoch time: 8.9450559616s, input_fired_time: 0.1498555094, output_fired_time: 0.0000000000, propagate_forward_time: 8.2492809296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459194183
validation[          , genome  4791] predictions:    9572/  10000 (95.72%), best:    9652/10000 (96.52%), error:      1456.97717, best error:      1212.93811 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 108.7636413574s, input_fired_time: 1.1735367775, output_fired_time: 1.0053040981, propagate_forward_time: 40.6013526917, propagate_backward_time: 63.0886573792, weight_update_time: 0.1202055961, other_time: 2.8947868347
epoch time: 8.6660299301s, input_fired_time: 0.1472744942, output_fired_time: 0.0000000000, propagate_forward_time: 8.0169696808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017852783
validation[          , genome  4791] predictions:    9536/  10000 (95.36%), best:    9652/10000 (96.52%), error:      1518.42065, best error:      1212.93811 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.9051437378s, input_fired_time: 1.2031657696, output_fired_time: 1.0192677975, propagate_forward_time: 40.6791992188, propagate_backward_time: 63.0398635864, weight_update_time: 0.1322759390, other_time: 2.9636535645
epoch time: 8.7310009003s, input_fired_time: 0.1535391212, output_fired_time: 0.0000000000, propagate_forward_time: 8.0570631027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203990936
validation[          , genome  4791] predictions:    9627/  10000 (96.27%), best:    9652/10000 (96.52%), error:      1246.97290, best error:      1212.93811 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 108.1991806030s, input_fired_time: 1.1636306047, output_fired_time: 1.0146780014, propagate_forward_time: 40.4074554443, propagate_backward_time: 62.7269020081, weight_update_time: 0.1293739676, other_time: 2.8865165710
epoch time: 8.9936561584s, input_fired_time: 0.1545404196, output_fired_time: 0.0000000000, propagate_forward_time: 8.2909402847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481758118
validation[          , genome  4791] predictions:    9610/  10000 (96.10%), best:    9652/10000 (96.52%), error:      1272.15466, best error:      1212.93811 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.2639007568s, input_fired_time: 1.2008925676, output_fired_time: 1.0221172571, propagate_forward_time: 40.7338752747, propagate_backward_time: 63.2786636353, weight_update_time: 0.1313194036, other_time: 3.0283584595
epoch time: 8.8035907745s, input_fired_time: 0.1535160989, output_fired_time: 0.0000000000, propagate_forward_time: 8.1119384766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381364822
validation[          , genome  4791] predictions:    9627/  10000 (96.27%), best:    9652/10000 (96.52%), error:      1286.80225, best error:      1212.93811 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 107.9763488770s, input_fired_time: 1.1604448557, output_fired_time: 0.9940064549, propagate_forward_time: 40.2902565002, propagate_backward_time: 62.6522674561, weight_update_time: 0.1197315156, other_time: 2.8793792725
epoch time: 8.7408761978s, input_fired_time: 0.1572531015, output_fired_time: 0.0000000000, propagate_forward_time: 8.0699834824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136394501
validation[          , genome  4791] predictions:    9627/  10000 (96.27%), best:    9652/10000 (96.52%), error:      1280.13220, best error:      1212.93811 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 109.4829864502s, input_fired_time: 1.1885962486, output_fired_time: 1.0023404360, propagate_forward_time: 40.8011016846, propagate_backward_time: 63.5227928162, weight_update_time: 0.1212175861, other_time: 2.9681510925
epoch time: 8.7245359421s, input_fired_time: 0.1499161124, output_fired_time: 0.0000000000, propagate_forward_time: 8.0556287766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189914703
validation[          , genome  4791] predictions:    9622/  10000 (96.22%), best:    9652/10000 (96.52%), error:      1295.53723, best error:      1212.93811 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 108.6775436401s, input_fired_time: 1.1907104254, output_fired_time: 1.0367702246, propagate_forward_time: 40.6043243408, propagate_backward_time: 62.9066505432, weight_update_time: 0.1215654835, other_time: 2.9390830994
epoch time: 8.7105779648s, input_fired_time: 0.1496936977, output_fired_time: 0.0000000000, propagate_forward_time: 8.0579442978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029401779
validation[          , genome  4791] predictions:    9636/  10000 (96.36%), best:    9652/10000 (96.52%), error:      1225.76318, best error:      1212.93811 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 108.5957641602s, input_fired_time: 1.1722754240, output_fired_time: 1.0127115250, propagate_forward_time: 40.5383796692, propagate_backward_time: 62.9605560303, weight_update_time: 0.1197617427, other_time: 2.9118499756
epoch time: 8.7831735611s, input_fired_time: 0.1572314948, output_fired_time: 0.0000000000, propagate_forward_time: 8.1024379730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235042572
validation[          , genome  4791] predictions:    9550/  10000 (95.50%), best:    9652/10000 (96.52%), error:      1512.84021, best error:      1212.93811 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 108.6765747070s, input_fired_time: 1.1814383268, output_fired_time: 1.0090255737, propagate_forward_time: 40.6347961426, propagate_backward_time: 62.9049263000, weight_update_time: 0.1219732612, other_time: 2.9463920593
epoch time: 8.6917715073s, input_fired_time: 0.1471020281, output_fired_time: 0.0000000000, propagate_forward_time: 8.0429811478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016880035
validation[          , genome  4791] predictions:    9376/  10000 (93.76%), best:    9652/10000 (96.52%), error:      2036.01819, best error:      1212.93811 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 108.3132705688s, input_fired_time: 1.1740158796, output_fired_time: 1.0005614758, propagate_forward_time: 40.4210014343, propagate_backward_time: 62.8151054382, weight_update_time: 0.1199972704, other_time: 2.9025764465
epoch time: 9.1229124069s, input_fired_time: 0.1548990309, output_fired_time: 0.0000000000, propagate_forward_time: 8.4377508163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302629471
validation[          , genome  4791] predictions:    9580/  10000 (95.80%), best:    9652/10000 (96.52%), error:      1421.12585, best error:      1212.93811 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 109.5345840454s, input_fired_time: 1.1916109324, output_fired_time: 1.0193642378, propagate_forward_time: 40.8158493042, propagate_backward_time: 63.5457267761, weight_update_time: 0.1203008443, other_time: 2.9620323181
epoch time: 8.7115297318s, input_fired_time: 0.1493886113, output_fired_time: 0.0000000000, propagate_forward_time: 8.0366754532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254659653
validation[          , genome  4791] predictions:    9634/  10000 (96.34%), best:    9652/10000 (96.52%), error:      1255.12109, best error:      1212.93811 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 108.7509994507s, input_fired_time: 1.2010998726, output_fired_time: 1.0232987404, propagate_forward_time: 40.4994430542, propagate_backward_time: 63.0366744995, weight_update_time: 0.1213151962, other_time: 2.9904785156
epoch time: 8.6695365906s, input_fired_time: 0.1479338109, output_fired_time: 0.0000000000, propagate_forward_time: 8.0180053711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035972595
validation[          , genome  4791] predictions:    9611/  10000 (96.11%), best:    9652/10000 (96.52%), error:      1342.92859, best error:      1212.93811 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 108.8516921997s, input_fired_time: 1.1906868219, output_fired_time: 1.0071700811, propagate_forward_time: 40.5853195190, propagate_backward_time: 63.0974731445, weight_update_time: 0.1223552749, other_time: 2.9710388184
epoch time: 8.8001680374s, input_fired_time: 0.1490058154, output_fired_time: 0.0000000000, propagate_forward_time: 8.1312599182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199022293
validation[          , genome  4791] predictions:    9611/  10000 (96.11%), best:    9652/10000 (96.52%), error:      1311.36548, best error:      1212.93811 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 109.0404357910s, input_fired_time: 1.2127950191, output_fired_time: 1.0094095469, propagate_forward_time: 40.7072677612, propagate_backward_time: 63.1556510925, weight_update_time: 0.1220930591, other_time: 2.9553184509
epoch time: 8.7252445221s, input_fired_time: 0.1493908912, output_fired_time: 0.0000000000, propagate_forward_time: 8.0695428848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063104630
validation[          , genome  4791] predictions:    9623/  10000 (96.23%), best:    9652/10000 (96.52%), error:      1318.81433, best error:      1212.93811 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 108.0873031616s, input_fired_time: 1.1767692566, output_fired_time: 1.0030461550, propagate_forward_time: 40.3958969116, propagate_backward_time: 62.6306686401, weight_update_time: 0.1242640764, other_time: 2.8809280396
epoch time: 8.8324365616s, input_fired_time: 0.1536284089, output_fired_time: 0.0000000000, propagate_forward_time: 8.1398401260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389680862
validation[          , genome  4791] predictions:    9634/  10000 (96.34%), best:    9652/10000 (96.52%), error:      1248.39197, best error:      1212.93811 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.4379196167s, input_fired_time: 1.1929147243, output_fired_time: 1.0002744198, propagate_forward_time: 40.8313560486, propagate_backward_time: 63.4120903015, weight_update_time: 0.1269174814, other_time: 3.0012855530
epoch time: 8.7292919159s, input_fired_time: 0.1554374993, output_fired_time: 0.0000000000, propagate_forward_time: 8.0662431717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076112747
validation[          , genome  4791] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1211.53381, best error:      1211.53381 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.0923995972s, input_fired_time: 1.1873564720, output_fired_time: 1.0059782267, propagate_forward_time: 40.3655853271, propagate_backward_time: 62.6576309204, weight_update_time: 0.1210685745, other_time: 2.8758468628
epoch time: 8.7208900452s, input_fired_time: 0.1498274058, output_fired_time: 0.0000000000, propagate_forward_time: 8.0695619583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015010834
validation[          , genome  4791] predictions:    9630/  10000 (96.30%), best:    9647/10000 (96.47%), error:      1285.75110, best error:      1211.53381 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.6973037720s, input_fired_time: 1.1947988272, output_fired_time: 1.0194712877, propagate_forward_time: 40.5862922668, propagate_backward_time: 62.9390220642, weight_update_time: 0.1219111905, other_time: 2.9577217102
epoch time: 8.7439708710s, input_fired_time: 0.1488876939, output_fired_time: 0.0000000000, propagate_forward_time: 8.0930376053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020456314
validation[          , genome  4791] predictions:    9591/  10000 (95.91%), best:    9647/10000 (96.47%), error:      1457.35229, best error:      1211.53381 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.3365173340s, input_fired_time: 1.1883229017, output_fired_time: 1.0183600187, propagate_forward_time: 40.4873542786, propagate_backward_time: 62.7820739746, weight_update_time: 0.1268215925, other_time: 2.8604125977
epoch time: 8.6393518448s, input_fired_time: 0.1532151997, output_fired_time: 0.0000000000, propagate_forward_time: 7.9794573784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066790581
validation[          , genome  4791] predictions:    9626/  10000 (96.26%), best:    9647/10000 (96.47%), error:      1265.61755, best error:      1211.53381 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 108.3432388306s, input_fired_time: 1.1721192598, output_fired_time: 1.0050959587, propagate_forward_time: 40.4452896118, propagate_backward_time: 62.8375930786, weight_update_time: 0.1204208732, other_time: 2.8831405640
epoch time: 8.7480297089s, input_fired_time: 0.1535987854, output_fired_time: 0.0000000000, propagate_forward_time: 8.0529356003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414953232
validation[          , genome  4791] predictions:    9638/  10000 (96.38%), best:    9647/10000 (96.47%), error:      1263.31909, best error:      1211.53381 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 108.6643829346s, input_fired_time: 1.1870756149, output_fired_time: 1.0129321814, propagate_forward_time: 40.6012535095, propagate_backward_time: 63.0013618469, weight_update_time: 0.1210153624, other_time: 2.8617668152
epoch time: 8.8992700577s, input_fired_time: 0.1517821550, output_fired_time: 0.0000000000, propagate_forward_time: 8.2045459747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429420471
validation[          , genome  4791] predictions:    9613/  10000 (96.13%), best:    9647/10000 (96.47%), error:      1294.98853, best error:      1211.53381 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 108.4551696777s, input_fired_time: 1.1877732277, output_fired_time: 0.9951585531, propagate_forward_time: 40.4663352966, propagate_backward_time: 62.8451957703, weight_update_time: 0.1208953485, other_time: 2.9607124329
epoch time: 8.8918619156s, input_fired_time: 0.1540223062, output_fired_time: 0.0000000000, propagate_forward_time: 8.1984033585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394363403
validation[          , genome  4791] predictions:    9651/  10000 (96.51%), best:    9647/10000 (96.47%), error:      1239.88025, best error:      1211.53381 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.6823348999s, input_fired_time: 1.1900935173, output_fired_time: 1.0189301968, propagate_forward_time: 40.6211891174, propagate_backward_time: 62.8961677551, weight_update_time: 0.1261880696, other_time: 2.9559593201
epoch time: 8.7964353561s, input_fired_time: 0.1584978104, output_fired_time: 0.0000000000, propagate_forward_time: 8.1165285110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214090347
validation[          , genome  4791] predictions:    9628/  10000 (96.28%), best:    9647/10000 (96.47%), error:      1309.29785, best error:      1211.53381 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.7705459595s, input_fired_time: 1.1882700920, output_fired_time: 1.0101773739, propagate_forward_time: 40.2223472595, propagate_backward_time: 62.5198020935, weight_update_time: 0.1198108271, other_time: 2.8299446106
epoch time: 8.9365367889s, input_fired_time: 0.1725735068, output_fired_time: 0.0000000000, propagate_forward_time: 8.2245101929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394535065
validation[          , genome  4791] predictions:    9614/  10000 (96.14%), best:    9647/10000 (96.47%), error:      1320.19299, best error:      1211.53381 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 108.0030593872s, input_fired_time: 1.1701228619, output_fired_time: 0.9997049570, propagate_forward_time: 40.3266143799, propagate_backward_time: 62.6531562805, weight_update_time: 0.1200200915, other_time: 2.8534660339
epoch time: 8.7479286194s, input_fired_time: 0.1518654972, output_fired_time: 0.0000000000, propagate_forward_time: 8.0797338486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163288116
validation[          , genome  4791] predictions:    9591/  10000 (95.91%), best:    9647/10000 (96.47%), error:      1377.45435, best error:      1211.53381 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 110.0556488037s, input_fired_time: 1.2028806210, output_fired_time: 1.0258214474, propagate_forward_time: 41.0155639648, propagate_backward_time: 63.7357864380, weight_update_time: 0.1210067347, other_time: 3.0755996704
epoch time: 8.9715862274s, input_fired_time: 0.1536494642, output_fired_time: 0.0000000000, propagate_forward_time: 8.2550306320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629062653
validation[          , genome  4791] predictions:    9611/  10000 (96.11%), best:    9647/10000 (96.47%), error:      1302.64954, best error:      1211.53381 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 108.4320068359s, input_fired_time: 1.1872644424, output_fired_time: 1.0029078722, propagate_forward_time: 40.4801597595, propagate_backward_time: 62.8483390808, weight_update_time: 0.1210188046, other_time: 2.9133338928
epoch time: 8.7349500656s, input_fired_time: 0.1497665197, output_fired_time: 0.0000000000, propagate_forward_time: 8.0723638535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128192902
validation[          , genome  4791] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1210.38098, best error:      1210.38098 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 108.2622451782s, input_fired_time: 1.1762006283, output_fired_time: 1.0019346476, propagate_forward_time: 40.4199714661, propagate_backward_time: 62.8414344788, weight_update_time: 0.1201480776, other_time: 2.8227043152
epoch time: 8.7574119568s, input_fired_time: 0.1521428972, output_fired_time: 0.0000000000, propagate_forward_time: 8.1004123688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048570633
validation[          , genome  4791] predictions:    9641/  10000 (96.41%), best:    9638/10000 (96.38%), error:      1277.20093, best error:      1210.38098 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 108.5074310303s, input_fired_time: 1.1987943649, output_fired_time: 1.0115293264, propagate_forward_time: 40.5467567444, propagate_backward_time: 62.8458557129, weight_update_time: 0.1201367900, other_time: 2.9044952393
epoch time: 8.4148454666s, input_fired_time: 0.1515086889, output_fired_time: 0.0000000000, propagate_forward_time: 7.7548670769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084700584
validation[          , genome  4791] predictions:    9624/  10000 (96.24%), best:    9638/10000 (96.38%), error:      1310.35645, best error:      1210.38098 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 108.5822296143s, input_fired_time: 1.1965999603, output_fired_time: 1.0128989220, propagate_forward_time: 40.5859413147, propagate_backward_time: 62.8719863892, weight_update_time: 0.1257316917, other_time: 2.9148025513
epoch time: 8.7816829681s, input_fired_time: 0.1572448015, output_fired_time: 0.0000000000, propagate_forward_time: 8.1098260880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146121979
validation[          , genome  4791] predictions:    9647/  10000 (96.47%), best:    9638/10000 (96.38%), error:      1230.58496, best error:      1210.38098 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.4792404175s, input_fired_time: 1.2059198618, output_fired_time: 1.0269123316, propagate_forward_time: 41.1617126465, propagate_backward_time: 64.0653305054, weight_update_time: 0.1260144860, other_time: 3.0193710327
epoch time: 8.7292432785s, input_fired_time: 0.1515613943, output_fired_time: 0.0000000000, propagate_forward_time: 8.0726699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050115585
validation[          , genome  4791] predictions:    9643/  10000 (96.43%), best:    9638/10000 (96.38%), error:      1264.81738, best error:      1210.38098 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 107.0908508301s, input_fired_time: 1.1622365713, output_fired_time: 0.9934191704, propagate_forward_time: 39.9759521484, propagate_backward_time: 62.1729164124, weight_update_time: 0.1182414740, other_time: 2.7863273621
epoch time: 8.6723279953s, input_fired_time: 0.1507125199, output_fired_time: 0.0000000000, propagate_forward_time: 8.0244073868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972076416
validation[          , genome  4791] predictions:    9624/  10000 (96.24%), best:    9638/10000 (96.38%), error:      1273.98926, best error:      1210.38098 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 108.7971191406s, input_fired_time: 1.2123962641, output_fired_time: 1.0189824104, propagate_forward_time: 40.6092529297, propagate_backward_time: 63.0230865479, weight_update_time: 0.1227174774, other_time: 2.9334030151
epoch time: 8.7637500763s, input_fired_time: 0.1521098167, output_fired_time: 0.0000000000, propagate_forward_time: 8.1096286774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020112991
validation[          , genome  4791] predictions:    9600/  10000 (96.00%), best:    9638/10000 (96.38%), error:      1343.89380, best error:      1210.38098 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.9422607422s, input_fired_time: 1.1932818890, output_fired_time: 0.9986065030, propagate_forward_time: 40.3877372742, propagate_backward_time: 62.5147895813, weight_update_time: 0.1199178398, other_time: 2.8478507996
epoch time: 8.7523288727s, input_fired_time: 0.1542894691, output_fired_time: 0.0000000000, propagate_forward_time: 8.0822830200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157566071
validation[          , genome  4791] predictions:    9642/  10000 (96.42%), best:    9638/10000 (96.38%), error:      1220.99475, best error:      1210.38098 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 107.8366012573s, input_fired_time: 1.1746585369, output_fired_time: 1.0100073814, propagate_forward_time: 40.2393074036, propagate_backward_time: 62.5384025574, weight_update_time: 0.1204585209, other_time: 2.8742256165
epoch time: 8.6481494904s, input_fired_time: 0.1501488835, output_fired_time: 0.0000000000, propagate_forward_time: 7.9994726181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985275269
validation[          , genome  4791] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1186.07166, best error:      1186.07166 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 107.6305389404s, input_fired_time: 1.1808342934, output_fired_time: 0.9924341440, propagate_forward_time: 40.1209220886, propagate_backward_time: 62.4692077637, weight_update_time: 0.1192766279, other_time: 2.8671417236
epoch time: 8.9754762650s, input_fired_time: 0.1563042998, output_fired_time: 0.0000000000, propagate_forward_time: 8.2669973373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521745682
validation[          , genome  4791] predictions:    9615/  10000 (96.15%), best:    9655/10000 (96.55%), error:      1307.76990, best error:      1186.07166 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 108.1932754517s, input_fired_time: 1.1818172932, output_fired_time: 1.0202461481, propagate_forward_time: 40.4082145691, propagate_backward_time: 62.7180976868, weight_update_time: 0.1212473586, other_time: 2.8648948669
epoch time: 8.9045362473s, input_fired_time: 0.1613776535, output_fired_time: 0.0000000000, propagate_forward_time: 8.2073192596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358390808
validation[          , genome  4791] predictions:    9587/  10000 (95.87%), best:    9655/10000 (96.55%), error:      1423.49097, best error:      1186.07166 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.0427169800s, input_fired_time: 1.1680314541, output_fired_time: 1.0018090010, propagate_forward_time: 40.3395729065, propagate_backward_time: 62.7086181641, weight_update_time: 0.1306763291, other_time: 2.8246917725
epoch time: 8.7560634613s, input_fired_time: 0.1516816914, output_fired_time: 0.0000000000, propagate_forward_time: 8.1003284454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040531158
validation[          , genome  4791] predictions:    9648/  10000 (96.48%), best:    9655/10000 (96.55%), error:      1248.52795, best error:      1186.07166 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 108.0117492676s, input_fired_time: 1.1825863123, output_fired_time: 1.0022609234, propagate_forward_time: 40.3251380920, propagate_backward_time: 62.6270484924, weight_update_time: 0.1225682199, other_time: 2.8747215271
epoch time: 8.4859685898s, input_fired_time: 0.1486572027, output_fired_time: 0.0000000000, propagate_forward_time: 7.8422679901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950437546
validation[          , genome  4791] predictions:    9643/  10000 (96.43%), best:    9655/10000 (96.55%), error:      1247.68982, best error:      1186.07166 on epoch:    96, 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: 43.4590263367s, input_fired_time: 0.8962251544, output_fired_time: 0.0000000000, propagate_forward_time: 39.9320411682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6307601929
best training[          , genome  4791] predictions:   49027/  50000 (98.05%), best:    9655/10000 (96.55%), error:      3543.57056, best error:      1186.07166 on epoch:    96, 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: 8.6666221619s, input_fired_time: 0.1507649720, output_fired_time: 0.0000000000, propagate_forward_time: 8.0070581436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087985992
   testing[          , genome  4791] predictions:    9680/  10000 (96.80%), best:    9655/10000 (96.55%), error:      1062.32520, best error:      1186.07166 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:13:47 (1716): called boinc_finish(0)

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