Nameexact_genome_1512568488_42_6551_0
Workunit2603948
Created7 Dec 2017, 20:22:37 UTC
Sent7 Dec 2017, 20:27:47 UTC
Report deadline15 Dec 2017, 2:13:06 UTC
Received8 Dec 2017, 0:11:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time1 hours 42 min 58 sec
CPU time1 hours 38 min 39 sec
Validate stateValid
Credit1,809.95
Device peak FLOPS4.32 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.11 MB
Peak swap size160.03 MB
Peak disk usage2.39 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1168223098, output_fired_time: 0.0000000000, propagate_forward_time: 4.0163893700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022006989
validation[          , genome  6551] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1025.32666, best error:      1025.32666 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 54.3593864441s, input_fired_time: 0.8553761244, output_fired_time: 0.6846703291, propagate_forward_time: 19.7141342163, propagate_backward_time: 30.9044284821, weight_update_time: 0.1206670329, other_time: 2.2007770538
epoch time: 4.5157909393s, input_fired_time: 0.1188703626, output_fired_time: 0.0000000000, propagate_forward_time: 3.9863481522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105725288
validation[          , genome  6551] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       959.15436, best error:       959.15436 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 55.1105651855s, input_fired_time: 0.8751381636, output_fired_time: 0.7153357863, propagate_forward_time: 19.9604225159, propagate_backward_time: 31.2891864777, weight_update_time: 0.1240089759, other_time: 2.2704830170
epoch time: 4.0549726486s, input_fired_time: 0.0784777179, output_fired_time: 0.0000000000, propagate_forward_time: 3.7060413361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704536915
validation[          , genome  6551] predictions:    9677/  10000 (96.77%), best:    9710/10000 (97.10%), error:      1037.37390, best error:       959.15436 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.5724143982s, input_fired_time: 0.7147717476, output_fired_time: 0.5712262392, propagate_forward_time: 18.9265613556, propagate_backward_time: 29.6399898529, weight_update_time: 0.0916794986, other_time: 1.7198638916
epoch time: 4.4911031723s, input_fired_time: 0.1121588498, output_fired_time: 0.0000000000, propagate_forward_time: 3.9822981358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966462612
validation[          , genome  6551] predictions:    9695/  10000 (96.95%), best:    9710/10000 (97.10%), error:       973.91669, best error:       959.15436 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.8629760742s, input_fired_time: 0.8779543042, output_fired_time: 0.6978692412, propagate_forward_time: 19.8676719666, propagate_backward_time: 31.1756553650, weight_update_time: 0.1252867132, other_time: 2.2438278198
epoch time: 4.3190479279s, input_fired_time: 0.0944999829, output_fired_time: 0.0000000000, propagate_forward_time: 3.8903539181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341939449
validation[          , genome  6551] predictions:    9689/  10000 (96.89%), best:    9710/10000 (97.10%), error:       990.21826, best error:       959.15436 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.3530235291s, input_fired_time: 0.9159173369, output_fired_time: 0.7589064837, propagate_forward_time: 20.3470439911, propagate_backward_time: 31.9999599457, weight_update_time: 0.1301171184, other_time: 2.3311939240
epoch time: 4.6984596252s, input_fired_time: 0.1200522408, output_fired_time: 0.0000000000, propagate_forward_time: 4.1587247849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196825027
validation[          , genome  6551] predictions:    9704/  10000 (97.04%), best:    9710/10000 (97.10%), error:       971.83624, best error:       959.15436 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.3147354126s, input_fired_time: 0.7367034554, output_fired_time: 0.5973469615, propagate_forward_time: 19.1286945343, propagate_backward_time: 30.1019401550, weight_update_time: 0.0944536924, other_time: 1.7500514984
epoch time: 4.0390815735s, input_fired_time: 0.0768231153, output_fired_time: 0.0000000000, propagate_forward_time: 3.7016065121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606518269
validation[          , genome  6551] predictions:    9698/  10000 (96.98%), best:    9710/10000 (97.10%), error:       967.83234, best error:       959.15436 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.0325660706s, input_fired_time: 0.6707370877, output_fired_time: 0.5429671407, propagate_forward_time: 18.7429275513, propagate_backward_time: 29.5088176727, weight_update_time: 0.0834461153, other_time: 1.5671138763
epoch time: 4.0979609489s, input_fired_time: 0.0794089064, output_fired_time: 0.0000000000, propagate_forward_time: 3.7528531551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656986713
validation[          , genome  6551] predictions:    9684/  10000 (96.84%), best:    9710/10000 (97.10%), error:       980.12701, best error:       959.15436 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.9185829163s, input_fired_time: 0.7108450532, output_fired_time: 0.5813413262, propagate_forward_time: 19.0218544006, propagate_backward_time: 29.9452362061, weight_update_time: 0.0890389904, other_time: 1.6593055725
epoch time: 4.5935087204s, input_fired_time: 0.1240373626, output_fired_time: 0.0000000000, propagate_forward_time: 4.0479445457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215269089
validation[          , genome  6551] predictions:    9669/  10000 (96.69%), best:    9710/10000 (97.10%), error:      1049.77380, best error:       959.15436 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.4227218628s, input_fired_time: 0.8873952031, output_fired_time: 0.7159060836, propagate_forward_time: 19.9698848724, propagate_backward_time: 31.5522747040, weight_update_time: 0.1274656951, other_time: 2.2972660065
epoch time: 4.1514849663s, input_fired_time: 0.0824329853, output_fired_time: 0.0000000000, propagate_forward_time: 3.7783770561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906746864
validation[          , genome  6551] predictions:    9682/  10000 (96.82%), best:    9710/10000 (97.10%), error:      1037.32239, best error:       959.15436 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 54.6462936401s, input_fired_time: 0.8707482219, output_fired_time: 0.6950679421, propagate_forward_time: 19.7609424591, propagate_backward_time: 31.0613307953, weight_update_time: 0.1261158884, other_time: 2.2582035065
epoch time: 4.4812016487s, input_fired_time: 0.1129382551, output_fired_time: 0.0000000000, propagate_forward_time: 3.9516444206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166188240
validation[          , genome  6551] predictions:    9694/  10000 (96.94%), best:    9710/10000 (97.10%), error:       969.88196, best error:       959.15436 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.2336921692s, input_fired_time: 1.0121235847, output_fired_time: 0.7605840564, propagate_forward_time: 20.5193939209, propagate_backward_time: 32.3467636108, weight_update_time: 0.1385736167, other_time: 2.5948257446
epoch time: 4.6343955994s, input_fired_time: 0.1471499354, output_fired_time: 0.0000000000, propagate_forward_time: 3.9928770065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943685532
validation[          , genome  6551] predictions:    9684/  10000 (96.84%), best:    9710/10000 (97.10%), error:      1024.93506, best error:       959.15436 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.6080131531s, input_fired_time: 1.1347280741, output_fired_time: 0.8755649924, propagate_forward_time: 20.1178264618, propagate_backward_time: 31.4809722900, weight_update_time: 0.1635845304, other_time: 2.9989242554
epoch time: 4.7185688019s, input_fired_time: 0.1496735960, output_fired_time: 0.0000000000, propagate_forward_time: 4.0498700142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190253258
validation[          , genome  6551] predictions:    9693/  10000 (96.93%), best:    9710/10000 (97.10%), error:       980.48676, best error:       959.15436 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 56.7225494385s, input_fired_time: 1.1425454617, output_fired_time: 0.8635839224, propagate_forward_time: 20.1991195679, propagate_backward_time: 31.5212650299, weight_update_time: 0.1666250527, other_time: 2.9960384369
epoch time: 4.7113609314s, input_fired_time: 0.1499895602, output_fired_time: 0.0000000000, propagate_forward_time: 4.0414848328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198864937
validation[          , genome  6551] predictions:    9693/  10000 (96.93%), best:    9710/10000 (97.10%), error:      1004.03375, best error:       959.15436 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.8502998352s, input_fired_time: 1.1408301592, output_fired_time: 0.8602412939, propagate_forward_time: 20.2350482941, propagate_backward_time: 31.6007652283, weight_update_time: 0.1653443426, other_time: 3.0134162903
epoch time: 4.7200717926s, input_fired_time: 0.1515116990, output_fired_time: 0.0000000000, propagate_forward_time: 4.0319519043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366082191
validation[          , genome  6551] predictions:    9688/  10000 (96.88%), best:    9710/10000 (97.10%), error:      1000.46082, best error:       959.15436 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.8354415894s, input_fired_time: 1.1435465813, output_fired_time: 0.8617064953, propagate_forward_time: 20.2361564636, propagate_backward_time: 31.5727634430, weight_update_time: 0.1628816277, other_time: 3.0212688446
epoch time: 4.7165560722s, input_fired_time: 0.1493245810, output_fired_time: 0.0000000000, propagate_forward_time: 4.0407123566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265192986
validation[          , genome  6551] predictions:    9707/  10000 (97.07%), best:    9710/10000 (97.10%), error:       998.66370, best error:       959.15436 on epoch:    15, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.9903640747s, input_fired_time: 1.1455748081, output_fired_time: 0.8517388105, propagate_forward_time: 20.2615070343, propagate_backward_time: 31.6561431885, weight_update_time: 0.1681936532, other_time: 3.0754013062
epoch time: 4.7509679794s, input_fired_time: 0.1476105899, output_fired_time: 0.0000000000, propagate_forward_time: 4.0733771324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299801826
validation[          , genome  6551] predictions:    9628/  10000 (96.28%), best:    9710/10000 (97.10%), error:      1181.88196, best error:       959.15436 on epoch:    15, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.0242042542s, input_fired_time: 1.1586862803, output_fired_time: 0.8680992126, propagate_forward_time: 20.2838535309, propagate_backward_time: 31.7098045349, weight_update_time: 0.1654385775, other_time: 3.0037574768
epoch time: 4.7285537720s, input_fired_time: 0.1507615447, output_fired_time: 0.0000000000, propagate_forward_time: 4.0632672310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145249367
validation[          , genome  6551] predictions:    9667/  10000 (96.67%), best:    9710/10000 (97.10%), error:      1071.48450, best error:       959.15436 on epoch:    15, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.0423202515s, input_fired_time: 1.1370395422, output_fired_time: 0.8671829104, propagate_forward_time: 20.2407913208, propagate_backward_time: 31.7597236633, weight_update_time: 0.1631154865, other_time: 3.0375823975
epoch time: 4.7300901413s, input_fired_time: 0.1527579576, output_fired_time: 0.0000000000, propagate_forward_time: 4.0544986725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228333473
validation[          , genome  6551] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       937.03412, best error:       937.03412 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.8264732361s, input_fired_time: 1.1436785460, output_fired_time: 0.8743253350, propagate_forward_time: 20.1970157623, propagate_backward_time: 31.5931358337, weight_update_time: 0.1693943292, other_time: 3.0183219910
epoch time: 4.7158269882s, input_fired_time: 0.1500611156, output_fired_time: 0.0000000000, propagate_forward_time: 4.0515232086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142426491
validation[          , genome  6551] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       864.94989, best error:       864.94989 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 56.8951492310s, input_fired_time: 1.1365438700, output_fired_time: 0.8765040636, propagate_forward_time: 20.2250804901, propagate_backward_time: 31.6130599976, weight_update_time: 0.1633833051, other_time: 3.0439605713
epoch time: 4.7421255112s, input_fired_time: 0.1577796936, output_fired_time: 0.0000000000, propagate_forward_time: 4.0610308647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233149529
validation[          , genome  6551] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       928.92944, best error:       864.94989 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.0742568970s, input_fired_time: 1.1494058371, output_fired_time: 0.8650986552, propagate_forward_time: 20.2722721100, propagate_backward_time: 31.7623100281, weight_update_time: 0.1617448628, other_time: 3.0251731873
epoch time: 4.7415499687s, input_fired_time: 0.1515045911, output_fired_time: 0.0000000000, propagate_forward_time: 4.0746560097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153894424
validation[          , genome  6551] predictions:    9739/  10000 (97.39%), best:    9737/10000 (97.37%), error:       917.34723, best error:       864.94989 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 56.6733398438s, input_fired_time: 1.1026585102, output_fired_time: 0.8425946832, propagate_forward_time: 20.1862430573, propagate_backward_time: 31.5711517334, weight_update_time: 0.1612033993, other_time: 2.9706954956
epoch time: 4.6899909973s, input_fired_time: 0.1451003104, output_fired_time: 0.0000000000, propagate_forward_time: 4.0302944183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145964622
validation[          , genome  6551] predictions:    9702/  10000 (97.02%), best:    9737/10000 (97.37%), error:       998.36267, best error:       864.94989 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.7600021362s, input_fired_time: 1.1136170626, output_fired_time: 0.8490284085, propagate_forward_time: 20.1585426331, propagate_backward_time: 31.6162681580, weight_update_time: 0.1646567434, other_time: 3.0225448608
epoch time: 4.7087469101s, input_fired_time: 0.1513748467, output_fired_time: 0.0000000000, propagate_forward_time: 4.0410733223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162987709
validation[          , genome  6551] predictions:    9729/  10000 (97.29%), best:    9737/10000 (97.37%), error:       898.40900, best error:       864.94989 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 58.1304054260s, input_fired_time: 1.1807055473, output_fired_time: 0.9020028114, propagate_forward_time: 20.5559120178, propagate_backward_time: 32.4506874084, weight_update_time: 0.1648498327, other_time: 3.0410957336
epoch time: 4.7039299011s, input_fired_time: 0.1522588432, output_fired_time: 0.0000000000, propagate_forward_time: 4.0377039909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139670372
validation[          , genome  6551] predictions:    9695/  10000 (96.95%), best:    9737/10000 (97.37%), error:       999.33130, best error:       864.94989 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.9356765747s, input_fired_time: 1.1424565315, output_fired_time: 0.8691537380, propagate_forward_time: 20.2294979095, propagate_backward_time: 31.6999778748, weight_update_time: 0.1654721797, other_time: 2.9945945740
epoch time: 4.8828425407s, input_fired_time: 0.1577847451, output_fired_time: 0.0000000000, propagate_forward_time: 4.1874728203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375847816
validation[          , genome  6551] predictions:    9717/  10000 (97.17%), best:    9737/10000 (97.37%), error:       931.94574, best error:       864.94989 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.1210784912s, input_fired_time: 1.1664820910, output_fired_time: 0.9254374504, propagate_forward_time: 20.5290660858, propagate_backward_time: 32.4549522400, weight_update_time: 0.1664223373, other_time: 3.0451393127
epoch time: 5.0320038795s, input_fired_time: 0.1727914214, output_fired_time: 0.0000000000, propagate_forward_time: 4.3020920753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571203232
validation[          , genome  6551] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:       942.22662, best error:       864.94989 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 59.7564201355s, input_fired_time: 1.2101587057, output_fired_time: 0.9883397222, propagate_forward_time: 20.9177951813, propagate_backward_time: 33.5153121948, weight_update_time: 0.1709889621, other_time: 3.1248168945
epoch time: 5.0430088043s, input_fired_time: 0.1650635153, output_fired_time: 0.0000000000, propagate_forward_time: 4.3200678825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578775406
validation[          , genome  6551] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       878.08557, best error:       864.94989 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 57.9922447205s, input_fired_time: 1.1641173363, output_fired_time: 0.9037877917, propagate_forward_time: 20.4546356201, propagate_backward_time: 32.4201278687, weight_update_time: 0.1650674492, other_time: 3.0495758057
epoch time: 4.6979856491s, input_fired_time: 0.1515101790, output_fired_time: 0.0000000000, propagate_forward_time: 4.0375866890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088887215
validation[          , genome  6551] predictions:    9738/  10000 (97.38%), best:    9737/10000 (97.37%), error:       866.15356, best error:       864.94989 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 57.0136566162s, input_fired_time: 1.1452554464, output_fired_time: 0.8794121742, propagate_forward_time: 20.2498321533, propagate_backward_time: 31.7390136719, weight_update_time: 0.1624596715, other_time: 3.0001411438
epoch time: 5.0022830963s, input_fired_time: 0.1711041629, output_fired_time: 0.0000000000, propagate_forward_time: 4.2873620987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438170433
validation[          , genome  6551] predictions:    9695/  10000 (96.95%), best:    9737/10000 (97.37%), error:       963.89813, best error:       864.94989 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.5533409119s, input_fired_time: 1.1489807367, output_fired_time: 0.9021141529, propagate_forward_time: 20.4342498779, propagate_backward_time: 32.0319023132, weight_update_time: 0.1653054357, other_time: 3.0360946655
epoch time: 4.9776091576s, input_fired_time: 0.1662148386, output_fired_time: 0.0000000000, propagate_forward_time: 4.2865781784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248160362
validation[          , genome  6551] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:       999.50476, best error:       864.94989 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.9184837341s, input_fired_time: 1.1458975077, output_fired_time: 0.8635527492, propagate_forward_time: 20.2465553284, propagate_backward_time: 31.6879997253, weight_update_time: 0.1644902825, other_time: 2.9744796753
epoch time: 4.6609354019s, input_fired_time: 0.1467307508, output_fired_time: 0.0000000000, propagate_forward_time: 4.0094323158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047721863
validation[          , genome  6551] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:       951.42151, best error:       864.94989 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.7844734192s, input_fired_time: 1.1218848228, output_fired_time: 0.8611156344, propagate_forward_time: 20.2159080505, propagate_backward_time: 31.6094932556, weight_update_time: 0.1628577560, other_time: 2.9760742188
epoch time: 4.8657493591s, input_fired_time: 0.1619741470, output_fired_time: 0.0000000000, propagate_forward_time: 4.1596541405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441212654
validation[          , genome  6551] predictions:    9686/  10000 (96.86%), best:    9737/10000 (97.37%), error:      1006.40350, best error:       864.94989 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.9777946472s, input_fired_time: 1.1584140062, output_fired_time: 0.8586724997, propagate_forward_time: 20.2291355133, propagate_backward_time: 31.6917419434, weight_update_time: 0.1637662500, other_time: 3.0398330688
epoch time: 4.6903147697s, input_fired_time: 0.1542577744, output_fired_time: 0.0000000000, propagate_forward_time: 4.0239152908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121417046
validation[          , genome  6551] predictions:    9711/  10000 (97.11%), best:    9737/10000 (97.37%), error:       973.68927, best error:       864.94989 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.9552841187s, input_fired_time: 1.1428434849, output_fired_time: 0.8799751401, propagate_forward_time: 20.2449283600, propagate_backward_time: 31.6651477814, weight_update_time: 0.1629083753, other_time: 3.0223903656
epoch time: 4.7117037773s, input_fired_time: 0.1533622444, output_fired_time: 0.0000000000, propagate_forward_time: 4.0413146019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170269012
validation[          , genome  6551] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:      1031.61279, best error:       864.94989 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.9845428467s, input_fired_time: 1.1510838270, output_fired_time: 0.8682529926, propagate_forward_time: 20.2800216675, propagate_backward_time: 31.6224174500, weight_update_time: 0.1698161960, other_time: 3.0627670288
epoch time: 4.6971750259s, input_fired_time: 0.1513705254, output_fired_time: 0.0000000000, propagate_forward_time: 4.0192875862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265169144
validation[          , genome  6551] predictions:    9707/  10000 (97.07%), best:    9737/10000 (97.37%), error:       979.91907, best error:       864.94989 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.0151519775s, input_fired_time: 1.1436929703, output_fired_time: 0.8663809896, propagate_forward_time: 20.2480411530, propagate_backward_time: 31.7273674011, weight_update_time: 0.1639297754, other_time: 3.0296669006
epoch time: 4.9057149887s, input_fired_time: 0.1597746164, output_fired_time: 0.0000000000, propagate_forward_time: 4.1983385086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476016998
validation[          , genome  6551] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       810.89313, best error:       810.89313 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.2350578308s, input_fired_time: 1.1494063139, output_fired_time: 0.8698344231, propagate_forward_time: 20.2443065643, propagate_backward_time: 31.9135551453, weight_update_time: 0.1678064018, other_time: 3.0579566956
epoch time: 4.8853244781s, input_fired_time: 0.1657356620, output_fired_time: 0.0000000000, propagate_forward_time: 4.1760878563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435009003
validation[          , genome  6551] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       895.98468, best error:       810.89313 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.9816169739s, input_fired_time: 1.1486322880, output_fired_time: 0.8745572567, propagate_forward_time: 20.2824630737, propagate_backward_time: 31.6636009216, weight_update_time: 0.1624540240, other_time: 3.0123634338
epoch time: 4.7088246346s, input_fired_time: 0.1572002620, output_fired_time: 0.0000000000, propagate_forward_time: 4.0314383507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201859474
validation[          , genome  6551] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       873.36011, best error:       810.89313 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 56.8819885254s, input_fired_time: 1.1382735968, output_fired_time: 0.8755112290, propagate_forward_time: 20.1978950500, propagate_backward_time: 31.6508312225, weight_update_time: 0.1671834290, other_time: 3.0194759369
epoch time: 4.6951251030s, input_fired_time: 0.1529635489, output_fired_time: 0.0000000000, propagate_forward_time: 4.0381555557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040059090
validation[          , genome  6551] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       954.28693, best error:       810.89313 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.9840278625s, input_fired_time: 1.1394259930, output_fired_time: 0.8693955541, propagate_forward_time: 20.2598934174, propagate_backward_time: 31.6838607788, weight_update_time: 0.1643310189, other_time: 3.0314483643
epoch time: 4.7100920677s, input_fired_time: 0.1470625699, output_fired_time: 0.0000000000, propagate_forward_time: 4.0539684296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090608597
validation[          , genome  6551] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       908.94275, best error:       810.89313 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.6863594055s, input_fired_time: 1.1207255125, output_fired_time: 0.8387402892, propagate_forward_time: 20.1635513306, propagate_backward_time: 31.6170997620, weight_update_time: 0.1639300436, other_time: 2.9462432861
epoch time: 4.6456065178s, input_fired_time: 0.1459012181, output_fired_time: 0.0000000000, propagate_forward_time: 4.0010623932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986429214
validation[          , genome  6551] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       842.84399, best error:       810.89313 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 58.8089027405s, input_fired_time: 1.1770788431, output_fired_time: 0.9076977968, propagate_forward_time: 20.8410148621, propagate_backward_time: 32.7640380859, weight_update_time: 0.1662997603, other_time: 3.1190719604
epoch time: 4.8346652985s, input_fired_time: 0.1572151631, output_fired_time: 0.0000000000, propagate_forward_time: 4.1539335251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235166550
validation[          , genome  6551] predictions:    9698/  10000 (96.98%), best:    9753/10000 (97.53%), error:       933.82098, best error:       810.89313 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.2872009277s, input_fired_time: 1.1620912552, output_fired_time: 0.8875384331, propagate_forward_time: 20.3012313843, propagate_backward_time: 31.9157752991, weight_update_time: 0.1638315171, other_time: 3.0205650330
epoch time: 4.7277288437s, input_fired_time: 0.1577613801, output_fired_time: 0.0000000000, propagate_forward_time: 4.0637030602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062642097
validation[          , genome  6551] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       938.83264, best error:       810.89313 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.9217491150s, input_fired_time: 1.1397294998, output_fired_time: 0.8625649810, propagate_forward_time: 20.2228050232, propagate_backward_time: 31.6601333618, weight_update_time: 0.1646712571, other_time: 3.0365180969
epoch time: 4.7752327919s, input_fired_time: 0.1541261971, output_fired_time: 0.0000000000, propagate_forward_time: 4.0961346626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249719620
validation[          , genome  6551] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       892.49872, best error:       810.89313 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.9971542358s, input_fired_time: 1.1549801826, output_fired_time: 0.8632037044, propagate_forward_time: 20.2390499115, propagate_backward_time: 31.7167072296, weight_update_time: 0.1647984385, other_time: 3.0232143402
epoch time: 4.7090845108s, input_fired_time: 0.1537746787, output_fired_time: 0.0000000000, propagate_forward_time: 4.0383100510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169997215
validation[          , genome  6551] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       839.20532, best error:       810.89313 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.0482788086s, input_fired_time: 1.1413486004, output_fired_time: 0.8600925207, propagate_forward_time: 20.2768611908, propagate_backward_time: 31.7160167694, weight_update_time: 0.1657632291, other_time: 3.0539569855
epoch time: 4.7318849564s, input_fired_time: 0.1524534672, output_fired_time: 0.0000000000, propagate_forward_time: 4.0549731255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244584084
validation[          , genome  6551] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       896.27112, best error:       810.89313 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.2221565247s, input_fired_time: 1.1629811525, output_fired_time: 0.8709048033, propagate_forward_time: 20.3325920105, propagate_backward_time: 31.7588462830, weight_update_time: 0.1662373245, other_time: 3.0968322754
epoch time: 4.7123498917s, input_fired_time: 0.1520391405, output_fired_time: 0.0000000000, propagate_forward_time: 4.0498619080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104489326
validation[          , genome  6551] predictions:    9677/  10000 (96.77%), best:    9753/10000 (97.53%), error:      1051.09644, best error:       810.89313 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.8977470398s, input_fired_time: 1.1586945057, output_fired_time: 0.8773558736, propagate_forward_time: 20.2502346039, propagate_backward_time: 31.6227416992, weight_update_time: 0.1651104093, other_time: 2.9887161255
epoch time: 4.6967358589s, input_fired_time: 0.1537706852, output_fired_time: 0.0000000000, propagate_forward_time: 4.0312476158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117173195
validation[          , genome  6551] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       842.88220, best error:       810.89313 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.8177146912s, input_fired_time: 1.1293394566, output_fired_time: 0.8528879285, propagate_forward_time: 20.2535362244, propagate_backward_time: 31.5481643677, weight_update_time: 0.1648585051, other_time: 3.0337867737
epoch time: 4.7122669220s, input_fired_time: 0.1526761502, output_fired_time: 0.0000000000, propagate_forward_time: 4.0591659546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004248619
validation[          , genome  6551] predictions:    9751/  10000 (97.51%), best:    9753/10000 (97.53%), error:       831.15857, best error:       810.89313 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.3418502808s, input_fired_time: 1.1009453535, output_fired_time: 0.8298766017, propagate_forward_time: 20.0946388245, propagate_backward_time: 31.3866329193, weight_update_time: 0.1547664553, other_time: 2.9297580719
epoch time: 4.6947302818s, input_fired_time: 0.1485187858, output_fired_time: 0.0000000000, propagate_forward_time: 4.0439224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022892952
validation[          , genome  6551] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       884.52911, best error:       810.89313 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 57.5890617371s, input_fired_time: 1.1575198174, output_fired_time: 0.9313985705, propagate_forward_time: 20.3349285126, propagate_backward_time: 32.1544227600, weight_update_time: 0.1625177264, other_time: 3.0107917786
epoch time: 4.8110280037s, input_fired_time: 0.1574267149, output_fired_time: 0.0000000000, propagate_forward_time: 4.1385493279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150518417
validation[          , genome  6551] predictions:    9642/  10000 (96.42%), best:    9753/10000 (97.53%), error:      1172.75403, best error:       810.89313 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.4136505127s, input_fired_time: 1.1573756933, output_fired_time: 0.8821847439, propagate_forward_time: 20.3742122650, propagate_backward_time: 31.9524459839, weight_update_time: 0.1653788984, other_time: 3.0474319458
epoch time: 4.8098764420s, input_fired_time: 0.1621530801, output_fired_time: 0.0000000000, propagate_forward_time: 4.1201248169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275983810
validation[          , genome  6551] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       941.33252, best error:       810.89313 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.1125640869s, input_fired_time: 1.1603939533, output_fired_time: 0.8821672201, propagate_forward_time: 20.2928733826, propagate_backward_time: 31.7689094543, weight_update_time: 0.1686156839, other_time: 3.0082206726
epoch time: 4.7312545776s, input_fired_time: 0.1541367620, output_fired_time: 0.0000000000, propagate_forward_time: 4.0607986450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163192749
validation[          , genome  6551] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       900.70062, best error:       810.89313 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 56.9547843933s, input_fired_time: 1.1386266947, output_fired_time: 0.8738480806, propagate_forward_time: 20.2173976898, propagate_backward_time: 31.6776161194, weight_update_time: 0.1674635559, other_time: 3.0472984314
epoch time: 4.7078599930s, input_fired_time: 0.1550122648, output_fired_time: 0.0000000000, propagate_forward_time: 4.0520906448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007572174
validation[          , genome  6551] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       951.01611, best error:       810.89313 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.8303070068s, input_fired_time: 1.1451971531, output_fired_time: 0.8677548766, propagate_forward_time: 20.1922473907, propagate_backward_time: 31.6125755310, weight_update_time: 0.1616864055, other_time: 3.0125312805
epoch time: 4.7076592445s, input_fired_time: 0.1517969221, output_fired_time: 0.0000000000, propagate_forward_time: 4.0305309296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253314972
validation[          , genome  6551] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       861.52454, best error:       810.89313 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 56.7694969177s, input_fired_time: 1.1341937780, output_fired_time: 0.8689121008, propagate_forward_time: 20.1851902008, propagate_backward_time: 31.5519542694, weight_update_time: 0.1635761559, other_time: 3.0292453766
epoch time: 4.6958203316s, input_fired_time: 0.1538151950, output_fired_time: 0.0000000000, propagate_forward_time: 4.0386085510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033965111
validation[          , genome  6551] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       864.54895, best error:       810.89313 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 56.5477638245s, input_fired_time: 1.1114253998, output_fired_time: 0.8440282941, propagate_forward_time: 20.1701850891, propagate_backward_time: 31.5020561218, weight_update_time: 0.1612568796, other_time: 2.9200706482
epoch time: 4.6718449593s, input_fired_time: 0.1474737227, output_fired_time: 0.0000000000, propagate_forward_time: 4.0218977928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024733543
validation[          , genome  6551] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       921.63916, best error:       810.89313 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.3290786743s, input_fired_time: 1.1202045679, output_fired_time: 0.8471598029, propagate_forward_time: 20.0357074738, propagate_backward_time: 31.3544807434, weight_update_time: 0.1641990393, other_time: 2.9715232849
epoch time: 4.6240291595s, input_fired_time: 0.1394587010, output_fired_time: 0.0000000000, propagate_forward_time: 4.0148749352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696955681
validation[          , genome  6551] predictions:    9686/  10000 (96.86%), best:    9753/10000 (97.53%), error:       991.11188, best error:       810.89313 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 55.2468109131s, input_fired_time: 0.9784207344, output_fired_time: 0.7862252593, propagate_forward_time: 19.8583450317, propagate_backward_time: 31.1322860718, weight_update_time: 0.1428958029, other_time: 2.4915351868
epoch time: 4.5017547607s, input_fired_time: 0.1223328859, output_fired_time: 0.0000000000, propagate_forward_time: 3.9320230484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473986626
validation[          , genome  6551] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       921.99609, best error:       810.89313 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 55.3084793091s, input_fired_time: 0.9810740948, output_fired_time: 0.7834281921, propagate_forward_time: 19.8751411438, propagate_backward_time: 31.1457824707, weight_update_time: 0.1403450668, other_time: 2.5230522156
epoch time: 4.2638096809s, input_fired_time: 0.0889370516, output_fired_time: 0.0000000000, propagate_forward_time: 3.8695592880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053131104
validation[          , genome  6551] predictions:    9683/  10000 (96.83%), best:    9753/10000 (97.53%), error:      1056.29602, best error:       810.89313 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.0659484863s, input_fired_time: 1.0952137709, output_fired_time: 0.8262288570, propagate_forward_time: 20.8283176422, propagate_backward_time: 32.4231491089, weight_update_time: 0.1523694992, other_time: 2.8930358887
epoch time: 4.6968450546s, input_fired_time: 0.1499775052, output_fired_time: 0.0000000000, propagate_forward_time: 4.0246663094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222010612
validation[          , genome  6551] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       859.61334, best error:       810.89313 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 56.8019599915s, input_fired_time: 1.1333675385, output_fired_time: 0.8618608117, propagate_forward_time: 20.2000846863, propagate_backward_time: 31.5938167572, weight_update_time: 0.1661672145, other_time: 3.0128307343
epoch time: 4.6874904633s, input_fired_time: 0.1560240239, output_fired_time: 0.0000000000, propagate_forward_time: 4.0266814232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047850609
validation[          , genome  6551] predictions:    9676/  10000 (96.76%), best:    9753/10000 (97.53%), error:      1039.64050, best error:       810.89313 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.9290428162s, input_fired_time: 1.1520129442, output_fired_time: 0.8684585690, propagate_forward_time: 20.2364845276, propagate_backward_time: 31.6442451477, weight_update_time: 0.1683275551, other_time: 3.0278434753
epoch time: 4.7849040031s, input_fired_time: 0.1552461535, output_fired_time: 0.0000000000, propagate_forward_time: 4.1077690125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218887329
validation[          , genome  6551] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       853.44379, best error:       810.89313 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 56.4272346497s, input_fired_time: 1.1207956076, output_fired_time: 0.8447646499, propagate_forward_time: 20.0844306946, propagate_backward_time: 31.4568576813, weight_update_time: 0.1572674662, other_time: 2.9203853607
epoch time: 4.6619415283s, input_fired_time: 0.1496381313, output_fired_time: 0.0000000000, propagate_forward_time: 4.0145120621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977912903
validation[          , genome  6551] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       932.05078, best error:       810.89313 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.3464050293s, input_fired_time: 1.1136873960, output_fired_time: 0.8598351479, propagate_forward_time: 20.0403823853, propagate_backward_time: 31.3366737366, weight_update_time: 0.1637627780, other_time: 2.9958267212
epoch time: 4.7339839935s, input_fired_time: 0.1560060084, output_fired_time: 0.0000000000, propagate_forward_time: 4.0548233986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231547356
validation[          , genome  6551] predictions:    9695/  10000 (96.95%), best:    9753/10000 (97.53%), error:       979.84198, best error:       810.89313 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.9312820435s, input_fired_time: 1.1516910791, output_fired_time: 0.8638380766, propagate_forward_time: 20.2413673401, propagate_backward_time: 31.6377353668, weight_update_time: 0.1690601110, other_time: 3.0366497040
epoch time: 4.7139248848s, input_fired_time: 0.1512831151, output_fired_time: 0.0000000000, propagate_forward_time: 4.0351467133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274949074
validation[          , genome  6551] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       912.04321, best error:       810.89313 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.0041694641s, input_fired_time: 1.1511540413, output_fired_time: 0.8810108304, propagate_forward_time: 20.2601909637, propagate_backward_time: 31.6690826416, weight_update_time: 0.1632107198, other_time: 3.0427322388
epoch time: 4.6785082817s, input_fired_time: 0.1517226100, output_fired_time: 0.0000000000, propagate_forward_time: 4.0140690804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127167702
validation[          , genome  6551] predictions:    9748/  10000 (97.48%), best:    9753/10000 (97.53%), error:       833.73065, best error:       810.89313 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.9995574951s, input_fired_time: 1.1443147659, output_fired_time: 0.8652011156, propagate_forward_time: 20.2544384003, propagate_backward_time: 31.7100563049, weight_update_time: 0.1654204726, other_time: 3.0255470276
epoch time: 4.6946482658s, input_fired_time: 0.1550353020, output_fired_time: 0.0000000000, propagate_forward_time: 4.0394277573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001850128
validation[          , genome  6551] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       845.39166, best error:       810.89313 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.8947715759s, input_fired_time: 1.1591897011, output_fired_time: 0.8662621379, propagate_forward_time: 20.2267360687, propagate_backward_time: 31.6041049957, weight_update_time: 0.1691558659, other_time: 3.0384807587
epoch time: 4.7208037376s, input_fired_time: 0.1523937583, output_fired_time: 0.0000000000, propagate_forward_time: 4.0552659035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131440163
validation[          , genome  6551] predictions:    9712/  10000 (97.12%), best:    9753/10000 (97.53%), error:       938.16132, best error:       810.89313 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 57.0029144287s, input_fired_time: 1.1547926664, output_fired_time: 0.8738245368, propagate_forward_time: 20.2475223541, propagate_backward_time: 31.6676864624, weight_update_time: 0.1636589020, other_time: 3.0590896606
epoch time: 4.6985869408s, input_fired_time: 0.1486941576, output_fired_time: 0.0000000000, propagate_forward_time: 4.0389037132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109891891
validation[          , genome  6551] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       891.75787, best error:       810.89313 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.1057739258s, input_fired_time: 1.1575220823, output_fired_time: 0.8764048219, propagate_forward_time: 20.2743968964, propagate_backward_time: 31.7371673584, weight_update_time: 0.1676166058, other_time: 3.0602874756
epoch time: 4.7000865936s, input_fired_time: 0.1579242796, output_fired_time: 0.0000000000, propagate_forward_time: 4.0287919044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133705139
validation[          , genome  6551] predictions:    9684/  10000 (96.84%), best:    9753/10000 (97.53%), error:      1030.64819, best error:       810.89313 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.8918266296s, input_fired_time: 1.1451749802, output_fired_time: 0.8614709377, propagate_forward_time: 20.2505397797, propagate_backward_time: 31.5977172852, weight_update_time: 0.1638439298, other_time: 3.0369262695
epoch time: 4.6410894394s, input_fired_time: 0.1505058408, output_fired_time: 0.0000000000, propagate_forward_time: 4.0019025803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886808395
validation[          , genome  6551] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:       947.55469, best error:       810.89313 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.5981674194s, input_fired_time: 1.1204316616, output_fired_time: 0.8585422039, propagate_forward_time: 20.1250495911, propagate_backward_time: 31.5336246490, weight_update_time: 0.1612494588, other_time: 2.9605197906
epoch time: 4.6684026718s, input_fired_time: 0.1517978162, output_fired_time: 0.0000000000, propagate_forward_time: 4.0101494789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064554214
validation[          , genome  6551] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       870.71808, best error:       810.89313 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 56.9942321777s, input_fired_time: 1.1666260958, output_fired_time: 0.8916555047, propagate_forward_time: 20.2277450562, propagate_backward_time: 31.6840133667, weight_update_time: 0.1635064930, other_time: 3.0241928101
epoch time: 4.7012329102s, input_fired_time: 0.1504172534, output_fired_time: 0.0000000000, propagate_forward_time: 4.0555605888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952549934
validation[          , genome  6551] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       968.82202, best error:       810.89313 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 56.8351631165s, input_fired_time: 1.1402982473, output_fired_time: 0.8591225147, propagate_forward_time: 20.2403717041, propagate_backward_time: 31.5870647430, weight_update_time: 0.1620639712, other_time: 3.0083065033
epoch time: 4.6993541718s, input_fired_time: 0.1536499560, output_fired_time: 0.0000000000, propagate_forward_time: 4.0341176987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115866661
validation[          , genome  6551] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       887.76849, best error:       810.89313 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.8329849243s, input_fired_time: 1.1430847645, output_fired_time: 0.8713499904, propagate_forward_time: 20.2135486603, propagate_backward_time: 31.5598812103, weight_update_time: 0.1694221348, other_time: 3.0451221466
epoch time: 4.7142624855s, input_fired_time: 0.1543777734, output_fired_time: 0.0000000000, propagate_forward_time: 4.0498375893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100469589
validation[          , genome  6551] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       882.44806, best error:       810.89313 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 56.9017410278s, input_fired_time: 1.1520990133, output_fired_time: 0.8700782657, propagate_forward_time: 20.2365493774, propagate_backward_time: 31.6322708130, weight_update_time: 0.1635164768, other_time: 3.0107421875
epoch time: 4.6910328865s, input_fired_time: 0.1527601331, output_fired_time: 0.0000000000, propagate_forward_time: 4.0339536667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043191910
validation[          , genome  6551] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       939.15430, best error:       810.89313 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.8966941833s, input_fired_time: 1.1433050632, output_fired_time: 0.8687991500, propagate_forward_time: 20.2444248199, propagate_backward_time: 31.6716804504, weight_update_time: 0.1627454311, other_time: 2.9684867859
epoch time: 4.6892743111s, input_fired_time: 0.1560644358, output_fired_time: 0.0000000000, propagate_forward_time: 4.0174202919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157895088
validation[          , genome  6551] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       888.65857, best error:       810.89313 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 56.6835289001s, input_fired_time: 1.1414813995, output_fired_time: 0.8713864684, propagate_forward_time: 20.1937179565, propagate_backward_time: 31.4728164673, weight_update_time: 0.1623526663, other_time: 3.0041236877
epoch time: 4.6561870575s, input_fired_time: 0.1498455852, output_fired_time: 0.0000000000, propagate_forward_time: 4.0035247803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028166771
validation[          , genome  6551] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       920.11847, best error:       810.89313 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.5582771301s, input_fired_time: 1.1188964844, output_fired_time: 0.8467771411, propagate_forward_time: 20.1151752472, propagate_backward_time: 31.5129508972, weight_update_time: 0.1598239392, other_time: 2.9644737244
epoch time: 4.6761999130s, input_fired_time: 0.1510812938, output_fired_time: 0.0000000000, propagate_forward_time: 4.0175871849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075316429
validation[          , genome  6551] predictions:    9654/  10000 (96.54%), best:    9753/10000 (97.53%), error:      1117.67627, best error:       810.89313 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.2765808105s, input_fired_time: 1.1603347063, output_fired_time: 0.8865876198, propagate_forward_time: 20.3279075623, propagate_backward_time: 31.9282093048, weight_update_time: 0.1626695544, other_time: 2.9735393524
epoch time: 4.8189201355s, input_fired_time: 0.1623874903, output_fired_time: 0.0000000000, propagate_forward_time: 4.1412997246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152330399
validation[          , genome  6551] predictions:    9656/  10000 (96.56%), best:    9753/10000 (97.53%), error:      1139.32422, best error:       810.89313 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 56.8507347107s, input_fired_time: 1.1375727654, output_fired_time: 0.8918474913, propagate_forward_time: 20.2073135376, propagate_backward_time: 31.6088085175, weight_update_time: 0.1636402160, other_time: 3.0051937103
epoch time: 4.6898951530s, input_fired_time: 0.1570289135, output_fired_time: 0.0000000000, propagate_forward_time: 4.0326123238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002541542
validation[          , genome  6551] predictions:    9699/  10000 (96.99%), best:    9753/10000 (97.53%), error:       967.23242, best error:       810.89313 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.9117050171s, input_fired_time: 1.1662009954, output_fired_time: 0.8688513041, propagate_forward_time: 20.2385635376, propagate_backward_time: 31.6047821045, weight_update_time: 0.1656065136, other_time: 3.0333061218
epoch time: 4.6777791977s, input_fired_time: 0.1523514241, output_fired_time: 0.0000000000, propagate_forward_time: 4.0123338699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130939484
validation[          , genome  6551] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       891.55756, best error:       810.89313 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.8766555786s, input_fired_time: 1.1382594109, output_fired_time: 0.8648347259, propagate_forward_time: 20.1874389648, propagate_backward_time: 31.6816310883, weight_update_time: 0.1650445312, other_time: 3.0044918060
epoch time: 4.7302961349s, input_fired_time: 0.1541367173, output_fired_time: 0.0000000000, propagate_forward_time: 4.0542130470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219464302
validation[          , genome  6551] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       902.90833, best error:       810.89313 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 56.8621101379s, input_fired_time: 1.1471759081, output_fired_time: 0.8697644472, propagate_forward_time: 20.2050132751, propagate_backward_time: 31.6078281403, weight_update_time: 0.1654171348, other_time: 3.0323276520
epoch time: 4.6887502670s, input_fired_time: 0.1565496475, output_fired_time: 0.0000000000, propagate_forward_time: 4.0289359093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032649040
validation[          , genome  6551] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       963.44482, best error:       810.89313 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.8330993652s, input_fired_time: 1.1457816362, output_fired_time: 0.8713564873, propagate_forward_time: 20.2851791382, propagate_backward_time: 31.5193157196, weight_update_time: 0.1636881232, other_time: 3.0114650726
epoch time: 4.6826367378s, input_fired_time: 0.1542692482, output_fired_time: 0.0000000000, propagate_forward_time: 4.0316319466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967355728
validation[          , genome  6551] predictions:    9719/  10000 (97.19%), best:    9753/10000 (97.53%), error:       943.96069, best error:       810.89313 on epoch:    50, 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: 23.6702709198s, input_fired_time: 0.7569310069, output_fired_time: 0.0000000000, propagate_forward_time: 20.1605033875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7528362274
best training[          , genome  6551] predictions:   49474/  50000 (98.95%), best:    9753/10000 (97.53%), error:      2023.95593, best error:       810.89313 on epoch:    50, 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: 4.6691856384s, input_fired_time: 0.1501851678, output_fired_time: 0.0000000000, propagate_forward_time: 4.0188899040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001106262
   testing[          , genome  6551] predictions:    9764/  10000 (97.64%), best:    9753/10000 (97.53%), error:       756.69965, best error:       810.89313 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:11:23 (8880): called boinc_finish(0)

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