Nameexact_genome_1512568488_42_3527_0
Workunit2588844
Created7 Dec 2017, 5:10:21 UTC
Sent7 Dec 2017, 5:15:47 UTC
Report deadline8 Dec 2017, 14:56:51 UTC
Received7 Dec 2017, 6:15:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time59 min 5 sec
CPU time53 min 14 sec
Validate stateValid
Credit350.88
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.59 MB
Peak swap size153.02 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 0.0346263014, output_fired_time: 0.0000000000, propagate_forward_time: 2.1506567001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872134686
validation[          , genome  3527] predictions:    9450/  10000 (94.50%), best:    9540/10000 (95.40%), error:      1730.20789, best error:      1534.20642 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 29.0362758636s, input_fired_time: 0.2673065662, output_fired_time: 0.2722395062, propagate_forward_time: 10.6053647995, propagate_backward_time: 15.7391281128, weight_update_time: 0.1337316334, other_time: 2.1522369385
epoch time: 2.5278353691s, input_fired_time: 0.0332279764, output_fired_time: 0.0000000000, propagate_forward_time: 2.1180899143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765175343
validation[          , genome  3527] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1487.72107, best error:      1487.72107 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 28.7933864594s, input_fired_time: 0.2647872567, output_fired_time: 0.2707089484, propagate_forward_time: 10.4872884750, propagate_backward_time: 15.6175937653, weight_update_time: 0.1320354640, other_time: 2.1530094147
epoch time: 2.5502243042s, input_fired_time: 0.0334292352, output_fired_time: 0.0000000000, propagate_forward_time: 2.1347417831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820533752
validation[          , genome  3527] predictions:    9524/  10000 (95.24%), best:    9539/10000 (95.39%), error:      1583.87000, best error:      1487.72107 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 28.6717834473s, input_fired_time: 0.2667488158, output_fired_time: 0.2690548897, propagate_forward_time: 10.4533262253, propagate_backward_time: 15.5309247971, weight_update_time: 0.1324085444, other_time: 2.1517305374
epoch time: 2.5196933746s, input_fired_time: 0.0340502746, output_fired_time: 0.0000000000, propagate_forward_time: 2.1057314873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799116611
validation[          , genome  3527] predictions:    9551/  10000 (95.51%), best:    9539/10000 (95.39%), error:      1509.58582, best error:      1487.72107 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 27.9698963165s, input_fired_time: 0.2590547800, output_fired_time: 0.2621136606, propagate_forward_time: 10.2232961655, propagate_backward_time: 15.1274986267, weight_update_time: 0.1281980574, other_time: 2.0979347229
epoch time: 2.6222090721s, input_fired_time: 0.0339990593, output_fired_time: 0.0000000000, propagate_forward_time: 2.2036995888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845105171
validation[          , genome  3527] predictions:    9497/  10000 (94.97%), best:    9539/10000 (95.39%), error:      1646.82458, best error:      1487.72107 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 27.6640357971s, input_fired_time: 0.2581591308, output_fired_time: 0.2612805068, propagate_forward_time: 10.0915212631, propagate_backward_time: 14.9615097046, weight_update_time: 0.1280413568, other_time: 2.0915641785
epoch time: 2.5498383045s, input_fired_time: 0.0343195610, output_fired_time: 0.0000000000, propagate_forward_time: 2.1339526176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815660477
validation[          , genome  3527] predictions:    9531/  10000 (95.31%), best:    9539/10000 (95.39%), error:      1555.16809, best error:      1487.72107 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 28.8101596832s, input_fired_time: 0.2636069357, output_fired_time: 0.2737191916, propagate_forward_time: 10.4998435974, propagate_backward_time: 15.6318588257, weight_update_time: 0.1338722855, other_time: 2.1411304474
epoch time: 2.6052954197s, input_fired_time: 0.0344869830, output_fired_time: 0.0000000000, propagate_forward_time: 2.1871292591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836791515
validation[          , genome  3527] predictions:    9559/  10000 (95.59%), best:    9539/10000 (95.39%), error:      1522.74133, best error:      1487.72107 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 28.1963500977s, input_fired_time: 0.2612118125, output_fired_time: 0.2647549510, propagate_forward_time: 10.3009881973, propagate_backward_time: 15.2593040466, weight_update_time: 0.1292901039, other_time: 2.1100921631
epoch time: 2.5295512676s, input_fired_time: 0.0333740152, output_fired_time: 0.0000000000, propagate_forward_time: 2.1123330593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838441372
validation[          , genome  3527] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1477.40625, best error:      1477.40625 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 28.8544578552s, input_fired_time: 0.2668511271, output_fired_time: 0.2730833888, propagate_forward_time: 10.5383224487, propagate_backward_time: 15.6240825653, weight_update_time: 0.1318346560, other_time: 2.1521186829
epoch time: 2.5501866341s, input_fired_time: 0.0338703766, output_fired_time: 0.0000000000, propagate_forward_time: 2.1368744373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794417381
validation[          , genome  3527] predictions:    9556/  10000 (95.56%), best:    9554/10000 (95.54%), error:      1479.36731, best error:      1477.40625 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 28.9380226135s, input_fired_time: 0.2653264403, output_fired_time: 0.2743531168, propagate_forward_time: 10.5660429001, propagate_backward_time: 15.6873712540, weight_update_time: 0.1325349957, other_time: 2.1449308395
epoch time: 2.5498740673s, input_fired_time: 0.0350425616, output_fired_time: 0.0000000000, propagate_forward_time: 2.1337165833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811149597
validation[          , genome  3527] predictions:    9558/  10000 (95.58%), best:    9554/10000 (95.54%), error:      1478.24353, best error:      1477.40625 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 29.0197792053s, input_fired_time: 0.2688378096, output_fired_time: 0.2730334699, propagate_forward_time: 10.6071109772, propagate_backward_time: 15.7183933258, weight_update_time: 0.1337698698, other_time: 2.1524047852
epoch time: 2.5449917316s, input_fired_time: 0.0345323570, output_fired_time: 0.0000000000, propagate_forward_time: 2.1322028637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782565594
validation[          , genome  3527] predictions:    9564/  10000 (95.64%), best:    9554/10000 (95.54%), error:      1483.44324, best error:      1477.40625 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 28.6015777588s, input_fired_time: 0.2657952607, output_fired_time: 0.2710381746, propagate_forward_time: 10.4157991409, propagate_backward_time: 15.5197896957, weight_update_time: 0.1323498785, other_time: 2.1291551590
epoch time: 2.5985255241s, input_fired_time: 0.0345942304, output_fired_time: 0.0000000000, propagate_forward_time: 2.1754274368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885037899
validation[          , genome  3527] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1389.22400, best error:      1389.22400 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 27.7581424713s, input_fired_time: 0.2599905133, output_fired_time: 0.2624141574, propagate_forward_time: 10.1178131104, propagate_backward_time: 15.0326099396, weight_update_time: 0.1283289641, other_time: 2.0853137970
epoch time: 2.5758271217s, input_fired_time: 0.0344121866, output_fired_time: 0.0000000000, propagate_forward_time: 2.1525657177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888492584
validation[          , genome  3527] predictions:    9572/  10000 (95.72%), best:    9576/10000 (95.76%), error:      1424.78906, best error:      1389.22400 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 27.2225742340s, input_fired_time: 0.2566324174, output_fired_time: 0.2554918528, propagate_forward_time: 9.9115467072, propagate_backward_time: 14.7485151291, weight_update_time: 0.1262426823, other_time: 2.0503892899
epoch time: 2.5597343445s, input_fired_time: 0.0347251445, output_fired_time: 0.0000000000, propagate_forward_time: 2.1441931725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808159828
validation[          , genome  3527] predictions:    9518/  10000 (95.18%), best:    9576/10000 (95.76%), error:      1591.10022, best error:      1389.22400 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 29.3610019684s, input_fired_time: 0.2723185718, output_fired_time: 0.2771496177, propagate_forward_time: 10.6933746338, propagate_backward_time: 15.9359827042, weight_update_time: 0.1362937540, other_time: 2.1821775436
epoch time: 2.6226053238s, input_fired_time: 0.0348506831, output_fired_time: 0.0000000000, propagate_forward_time: 2.2045428753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832118511
validation[          , genome  3527] predictions:    9557/  10000 (95.57%), best:    9576/10000 (95.76%), error:      1460.09058, best error:      1389.22400 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 28.8319034576s, input_fired_time: 0.2700974643, output_fired_time: 0.2722281218, propagate_forward_time: 10.5009698868, propagate_backward_time: 15.6511278152, weight_update_time: 0.1311144084, other_time: 2.1374807358
epoch time: 2.5538446903s, input_fired_time: 0.0360598192, output_fired_time: 0.0000000000, propagate_forward_time: 2.1325941086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851907253
validation[          , genome  3527] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1384.67065, best error:      1384.67065 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 28.5416469574s, input_fired_time: 0.2661326230, output_fired_time: 0.2688924074, propagate_forward_time: 10.4173164368, propagate_backward_time: 15.4546632767, weight_update_time: 0.1313302219, other_time: 2.1346426010
epoch time: 2.5302770138s, input_fired_time: 0.0335311368, output_fired_time: 0.0000000000, propagate_forward_time: 2.1208310127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759148121
validation[          , genome  3527] predictions:    9580/  10000 (95.80%), best:    9590/10000 (95.90%), error:      1414.59485, best error:      1384.67065 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 29.0859832764s, input_fired_time: 0.2725740373, output_fired_time: 0.2713154554, propagate_forward_time: 10.6057205200, propagate_backward_time: 15.7615966797, weight_update_time: 0.1344845593, other_time: 2.1747779846
epoch time: 2.5609576702s, input_fired_time: 0.0337653495, output_fired_time: 0.0000000000, propagate_forward_time: 2.1466548443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805375099
validation[          , genome  3527] predictions:    9573/  10000 (95.73%), best:    9590/10000 (95.90%), error:      1388.06287, best error:      1384.67065 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 29.5015983582s, input_fired_time: 0.2744637728, output_fired_time: 0.2755530477, propagate_forward_time: 10.7888460159, propagate_backward_time: 15.9833517075, weight_update_time: 0.1347119063, other_time: 2.1793832779
epoch time: 2.5648539066s, input_fired_time: 0.0343280621, output_fired_time: 0.0000000000, propagate_forward_time: 2.1453356743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851902485
validation[          , genome  3527] predictions:    9570/  10000 (95.70%), best:    9590/10000 (95.90%), error:      1437.41357, best error:      1384.67065 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 29.2460422516s, input_fired_time: 0.2752760649, output_fired_time: 0.2781465650, propagate_forward_time: 10.6664867401, propagate_backward_time: 15.8568105698, weight_update_time: 0.1342755258, other_time: 2.1693220139
epoch time: 2.6238505840s, input_fired_time: 0.0352785140, output_fired_time: 0.0000000000, propagate_forward_time: 2.1992604733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893115520
validation[          , genome  3527] predictions:    9576/  10000 (95.76%), best:    9590/10000 (95.90%), error:      1391.53503, best error:      1384.67065 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 29.1830825806s, input_fired_time: 0.2718275785, output_fired_time: 0.2745537758, propagate_forward_time: 10.6500911713, propagate_backward_time: 15.8227081299, weight_update_time: 0.1354132444, other_time: 2.1639022827
epoch time: 2.2601096630s, input_fired_time: 0.0314383768, output_fired_time: 0.0000000000, propagate_forward_time: 1.8816311359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470401764
validation[          , genome  3527] predictions:    9518/  10000 (95.18%), best:    9590/10000 (95.90%), error:      1569.07471, best error:      1384.67065 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 28.8546104431s, input_fired_time: 0.2688309848, output_fired_time: 0.2692958415, propagate_forward_time: 10.5237293243, propagate_backward_time: 15.6484737396, weight_update_time: 0.1324281096, other_time: 2.1442794800
epoch time: 2.5047054291s, input_fired_time: 0.0346734896, output_fired_time: 0.0000000000, propagate_forward_time: 2.0863125324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837194443
validation[          , genome  3527] predictions:    9581/  10000 (95.81%), best:    9590/10000 (95.90%), error:      1398.24438, best error:      1384.67065 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 28.2478923798s, input_fired_time: 0.2651225030, output_fired_time: 0.2639109492, propagate_forward_time: 10.3332204819, propagate_backward_time: 15.2825803757, weight_update_time: 0.1294744164, other_time: 2.1030588150
epoch time: 2.6113376617s, input_fired_time: 0.0355055705, output_fired_time: 0.0000000000, propagate_forward_time: 2.1861670017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896651268
validation[          , genome  3527] predictions:    9562/  10000 (95.62%), best:    9590/10000 (95.90%), error:      1394.83679, best error:      1384.67065 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 29.3211154938s, input_fired_time: 0.2733919322, output_fired_time: 0.2724282146, propagate_forward_time: 10.6996316910, propagate_backward_time: 15.9056091309, weight_update_time: 0.1329232007, other_time: 2.1700553894
epoch time: 2.6417303085s, input_fired_time: 0.0363050885, output_fired_time: 0.0000000000, propagate_forward_time: 2.2147433758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906817436
validation[          , genome  3527] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1357.53516, best error:      1357.53516 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 28.4481945038s, input_fired_time: 0.2692071795, output_fired_time: 0.2655178308, propagate_forward_time: 10.3745727539, propagate_backward_time: 15.4145116806, weight_update_time: 0.1323934346, other_time: 2.1243848801
epoch time: 2.3893580437s, input_fired_time: 0.0338984653, output_fired_time: 0.0000000000, propagate_forward_time: 1.9932494164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622102737
validation[          , genome  3527] predictions:    9547/  10000 (95.47%), best:    9580/10000 (95.80%), error:      1465.85742, best error:      1357.53516 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 29.4128494263s, input_fired_time: 0.2715082765, output_fired_time: 0.2781023979, propagate_forward_time: 10.7432079315, propagate_backward_time: 15.9554853439, weight_update_time: 0.1337864697, other_time: 2.1645441055
epoch time: 2.6336705685s, input_fired_time: 0.0356604755, output_fired_time: 0.0000000000, propagate_forward_time: 2.2121179104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858921528
validation[          , genome  3527] predictions:    9540/  10000 (95.40%), best:    9580/10000 (95.80%), error:      1595.75903, best error:      1357.53516 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 28.5726585388s, input_fired_time: 0.2675291896, output_fired_time: 0.2688162625, propagate_forward_time: 10.3964395523, propagate_backward_time: 15.5085201263, weight_update_time: 0.1323913038, other_time: 2.1313533783
epoch time: 2.5921821594s, input_fired_time: 0.0352740847, output_fired_time: 0.0000000000, propagate_forward_time: 2.1742839813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826241493
validation[          , genome  3527] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1329.75281, best error:      1329.75281 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 28.4913711548s, input_fired_time: 0.2675532103, output_fired_time: 0.2662899494, propagate_forward_time: 10.4069690704, propagate_backward_time: 15.4245986938, weight_update_time: 0.1300781220, other_time: 2.1259593964
epoch time: 2.5928337574s, input_fired_time: 0.0353822410, output_fired_time: 0.0000000000, propagate_forward_time: 2.1702215672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872299194
validation[          , genome  3527] predictions:    9551/  10000 (95.51%), best:    9591/10000 (95.91%), error:      1510.16663, best error:      1329.75281 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 29.4039478302s, input_fired_time: 0.2740780115, output_fired_time: 0.2747744918, propagate_forward_time: 10.7366657257, propagate_backward_time: 15.9445381165, weight_update_time: 0.1357553750, other_time: 2.1738910675
epoch time: 2.4335441589s, input_fired_time: 0.0338672772, output_fired_time: 0.0000000000, propagate_forward_time: 2.0243711472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753056526
validation[          , genome  3527] predictions:    9567/  10000 (95.67%), best:    9591/10000 (95.91%), error:      1405.20654, best error:      1329.75281 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 28.8701515198s, input_fired_time: 0.2726088464, output_fired_time: 0.2687819600, propagate_forward_time: 10.5159473419, propagate_backward_time: 15.6450061798, weight_update_time: 0.1330415905, other_time: 2.1678066254
epoch time: 2.6009802818s, input_fired_time: 0.0352798328, output_fired_time: 0.0000000000, propagate_forward_time: 2.1818327904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838677406
validation[          , genome  3527] predictions:    9572/  10000 (95.72%), best:    9591/10000 (95.91%), error:      1372.05713, best error:      1329.75281 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 29.2479763031s, input_fired_time: 0.2747500241, output_fired_time: 0.2736506462, propagate_forward_time: 10.6642255783, propagate_backward_time: 15.8741970062, weight_update_time: 0.1329379231, other_time: 2.1611537933
epoch time: 2.5612194538s, input_fired_time: 0.0345720164, output_fired_time: 0.0000000000, propagate_forward_time: 2.1416778564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849694729
validation[          , genome  3527] predictions:    9569/  10000 (95.69%), best:    9591/10000 (95.91%), error:      1428.85522, best error:      1329.75281 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 29.0479164124s, input_fired_time: 0.2731029093, output_fired_time: 0.2714629173, propagate_forward_time: 10.5957794189, propagate_backward_time: 15.7443552017, weight_update_time: 0.1338554621, other_time: 2.1632146835
epoch time: 2.3957526684s, input_fired_time: 0.0336206630, output_fired_time: 0.0000000000, propagate_forward_time: 1.9964373112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656947613
validation[          , genome  3527] predictions:    9573/  10000 (95.73%), best:    9591/10000 (95.91%), error:      1392.32239, best error:      1329.75281 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 28.2872161865s, input_fired_time: 0.2714293301, output_fired_time: 0.2661754489, propagate_forward_time: 10.2878627777, propagate_backward_time: 15.3324422836, weight_update_time: 0.1309736818, other_time: 2.1293058395
epoch time: 2.6478650570s, input_fired_time: 0.0369822271, output_fired_time: 0.0000000000, propagate_forward_time: 2.2191567421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917260170
validation[          , genome  3527] predictions:    9570/  10000 (95.70%), best:    9591/10000 (95.91%), error:      1439.88953, best error:      1329.75281 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 29.1704216003s, input_fired_time: 0.2716342509, output_fired_time: 0.2718639374, propagate_forward_time: 10.6309146881, propagate_backward_time: 15.8161764145, weight_update_time: 0.1341029257, other_time: 2.1798315048
epoch time: 2.5223257542s, input_fired_time: 0.0344731845, output_fired_time: 0.0000000000, propagate_forward_time: 2.1054635048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823890686
validation[          , genome  3527] predictions:    9587/  10000 (95.87%), best:    9591/10000 (95.91%), error:      1367.68005, best error:      1329.75281 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 28.6191787720s, input_fired_time: 0.2691893876, output_fired_time: 0.2712564170, propagate_forward_time: 10.4284248352, propagate_backward_time: 15.5038661957, weight_update_time: 0.1321743876, other_time: 2.1464424133
epoch time: 2.5195763111s, input_fired_time: 0.0354027152, output_fired_time: 0.0000000000, propagate_forward_time: 2.1028537750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813197613
validation[          , genome  3527] predictions:    9578/  10000 (95.78%), best:    9591/10000 (95.91%), error:      1351.36743, best error:      1329.75281 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 29.3477897644s, input_fired_time: 0.2761455476, output_fired_time: 0.2765902579, propagate_forward_time: 10.7074794769, propagate_backward_time: 15.9021463394, weight_update_time: 0.1366288513, other_time: 2.1854276657
epoch time: 2.4269466400s, input_fired_time: 0.0340342112, output_fired_time: 0.0000000000, propagate_forward_time: 2.0278625488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650498390
validation[          , genome  3527] predictions:    9588/  10000 (95.88%), best:    9591/10000 (95.91%), error:      1365.43127, best error:      1329.75281 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 27.6612586975s, input_fired_time: 0.2647419870, output_fired_time: 0.2616845369, propagate_forward_time: 10.0841951370, propagate_backward_time: 14.9597091675, weight_update_time: 0.1279799044, other_time: 2.0909271240
epoch time: 2.6075279713s, input_fired_time: 0.0354930796, output_fired_time: 0.0000000000, propagate_forward_time: 2.1838183403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882164955
validation[          , genome  3527] predictions:    9520/  10000 (95.20%), best:    9591/10000 (95.91%), error:      1588.12097, best error:      1329.75281 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 28.1903800964s, input_fired_time: 0.2673104405, output_fired_time: 0.2656713724, propagate_forward_time: 10.2640762329, propagate_backward_time: 15.2840337753, weight_update_time: 0.1291158497, other_time: 2.1092882156
epoch time: 2.4699981213s, input_fired_time: 0.0342145301, output_fired_time: 0.0000000000, propagate_forward_time: 2.0640254021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717582226
validation[          , genome  3527] predictions:    9572/  10000 (95.72%), best:    9591/10000 (95.91%), error:      1399.93799, best error:      1329.75281 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 29.1973533630s, input_fired_time: 0.2731477022, output_fired_time: 0.2733625174, propagate_forward_time: 10.6473445892, propagate_backward_time: 15.8307647705, weight_update_time: 0.1337775290, other_time: 2.1727333069
epoch time: 2.5845603943s, input_fired_time: 0.0353649072, output_fired_time: 0.0000000000, propagate_forward_time: 2.1659700871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832254410
validation[          , genome  3527] predictions:    9572/  10000 (95.72%), best:    9591/10000 (95.91%), error:      1403.18616, best error:      1329.75281 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 28.7932720184s, input_fired_time: 0.2716810405, output_fired_time: 0.2728332877, propagate_forward_time: 10.5008859634, propagate_backward_time: 15.6119136810, weight_update_time: 0.1321762204, other_time: 2.1359577179
epoch time: 2.4598798752s, input_fired_time: 0.0341254920, output_fired_time: 0.0000000000, propagate_forward_time: 2.0520172119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737370968
validation[          , genome  3527] predictions:    9554/  10000 (95.54%), best:    9591/10000 (95.91%), error:      1396.17859, best error:      1329.75281 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 28.7150821686s, input_fired_time: 0.2715635598, output_fired_time: 0.2709958553, propagate_forward_time: 10.4540624619, propagate_backward_time: 15.5663251877, weight_update_time: 0.1319162399, other_time: 2.1521348953
epoch time: 2.5002958775s, input_fired_time: 0.0348039344, output_fired_time: 0.0000000000, propagate_forward_time: 2.0860173702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794746399
validation[          , genome  3527] predictions:    9595/  10000 (95.95%), best:    9591/10000 (95.91%), error:      1353.08301, best error:      1329.75281 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 28.6826114655s, input_fired_time: 0.2713253796, output_fired_time: 0.2701692283, propagate_forward_time: 10.4687538147, propagate_backward_time: 15.5315599442, weight_update_time: 0.1334721595, other_time: 2.1408033371
epoch time: 2.5426080227s, input_fired_time: 0.0355322696, output_fired_time: 0.0000000000, propagate_forward_time: 2.1268277168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802480698
validation[          , genome  3527] predictions:    9536/  10000 (95.36%), best:    9591/10000 (95.91%), error:      1498.56628, best error:      1329.75281 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 29.3750171661s, input_fired_time: 0.2791255116, output_fired_time: 0.2748755813, propagate_forward_time: 10.7401266098, propagate_backward_time: 15.9204339981, weight_update_time: 0.1346843243, other_time: 2.1604566574
epoch time: 2.5345392227s, input_fired_time: 0.0356181823, output_fired_time: 0.0000000000, propagate_forward_time: 2.1217205524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772006035
validation[          , genome  3527] predictions:    9555/  10000 (95.55%), best:    9591/10000 (95.91%), error:      1429.52258, best error:      1329.75281 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 29.1264438629s, input_fired_time: 0.2742799520, output_fired_time: 0.2735258341, propagate_forward_time: 10.6260871887, propagate_backward_time: 15.7936124802, weight_update_time: 0.1325995475, other_time: 2.1589384079
epoch time: 2.5049684048s, input_fired_time: 0.0344539993, output_fired_time: 0.0000000000, propagate_forward_time: 2.0947139263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758003712
validation[          , genome  3527] predictions:    9534/  10000 (95.34%), best:    9591/10000 (95.91%), error:      1489.35181, best error:      1329.75281 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 29.7511997223s, input_fired_time: 0.2799414992, output_fired_time: 0.2809283435, propagate_forward_time: 10.8368721008, propagate_backward_time: 16.1619853973, weight_update_time: 0.1363079250, other_time: 2.1914730072
epoch time: 2.5764343739s, input_fired_time: 0.0358349755, output_fired_time: 0.0000000000, propagate_forward_time: 2.1526474953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879518509
validation[          , genome  3527] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1318.53662, best error:      1318.53662 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 28.8736667633s, input_fired_time: 0.2731598914, output_fired_time: 0.2745123506, propagate_forward_time: 10.5333585739, propagate_backward_time: 15.6468772888, weight_update_time: 0.1336952597, other_time: 2.1457595825
epoch time: 2.5307142735s, input_fired_time: 0.0346316509, output_fired_time: 0.0000000000, propagate_forward_time: 2.1156547070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804278374
validation[          , genome  3527] predictions:    9584/  10000 (95.84%), best:    9585/10000 (95.85%), error:      1337.82556, best error:      1318.53662 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 28.7453327179s, input_fired_time: 0.2724957466, output_fired_time: 0.2723037601, propagate_forward_time: 10.4745054245, propagate_backward_time: 15.5572500229, weight_update_time: 0.1315984577, other_time: 2.1687784195
epoch time: 2.5077674389s, input_fired_time: 0.0359605365, output_fired_time: 0.0000000000, propagate_forward_time: 2.0938789845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779280186
validation[          , genome  3527] predictions:    9598/  10000 (95.98%), best:    9585/10000 (95.85%), error:      1332.51624, best error:      1318.53662 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 28.0351257324s, input_fired_time: 0.2649509609, output_fired_time: 0.2609879375, propagate_forward_time: 10.2401237488, propagate_backward_time: 15.1625967026, weight_update_time: 0.1311687231, other_time: 2.1064653397
epoch time: 2.6128823757s, input_fired_time: 0.0359863117, output_fired_time: 0.0000000000, propagate_forward_time: 2.1867072582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901886940
validation[          , genome  3527] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1303.97424, best error:      1303.97424 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 28.9335269928s, input_fired_time: 0.2762511969, output_fired_time: 0.2745708823, propagate_forward_time: 10.5298585892, propagate_backward_time: 15.6887722015, weight_update_time: 0.1343219727, other_time: 2.1640758514
epoch time: 2.1499192715s, input_fired_time: 0.0312736407, output_fired_time: 0.0000000000, propagate_forward_time: 1.7826197147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360259533
validation[          , genome  3527] predictions:    9581/  10000 (95.81%), best:    9606/10000 (96.06%), error:      1307.93579, best error:      1303.97424 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 28.9709777832s, input_fired_time: 0.2744437456, output_fired_time: 0.2719992995, propagate_forward_time: 10.5579319000, propagate_backward_time: 15.7243328094, weight_update_time: 0.1340432912, other_time: 2.1422691345
epoch time: 2.6252686977s, input_fired_time: 0.0368660390, output_fired_time: 0.0000000000, propagate_forward_time: 2.2018013000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866014481
validation[          , genome  3527] predictions:    9577/  10000 (95.77%), best:    9606/10000 (96.06%), error:      1365.85156, best error:      1303.97424 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 28.8606605530s, input_fired_time: 0.2752461135, output_fired_time: 0.2713339627, propagate_forward_time: 10.5209646225, propagate_backward_time: 15.6386232376, weight_update_time: 0.1328247786, other_time: 2.1544942856
epoch time: 1.9660797119s, input_fired_time: 0.0290401634, output_fired_time: 0.0000000000, propagate_forward_time: 1.6214166880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156228065
validation[          , genome  3527] predictions:    9588/  10000 (95.88%), best:    9606/10000 (96.06%), error:      1323.20056, best error:      1303.97424 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 29.3356170654s, input_fired_time: 0.2781942487, output_fired_time: 0.2740056217, propagate_forward_time: 10.6996049881, propagate_backward_time: 15.9068365097, weight_update_time: 0.1332415044, other_time: 2.1769762039
epoch time: 2.5221395493s, input_fired_time: 0.0355634093, output_fired_time: 0.0000000000, propagate_forward_time: 2.1044592857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821167946
validation[          , genome  3527] predictions:    9579/  10000 (95.79%), best:    9606/10000 (96.06%), error:      1322.64636, best error:      1303.97424 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 28.6148357391s, input_fired_time: 0.2757469118, output_fired_time: 0.2737044692, propagate_forward_time: 10.4148197174, propagate_backward_time: 15.5041217804, weight_update_time: 0.1332975924, other_time: 2.1464424133
epoch time: 2.4930770397s, input_fired_time: 0.0347692333, output_fired_time: 0.0000000000, propagate_forward_time: 2.0719499588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863577843
validation[          , genome  3527] predictions:    9573/  10000 (95.73%), best:    9606/10000 (96.06%), error:      1340.80164, best error:      1303.97424 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 28.9008331299s, input_fired_time: 0.2730240524, output_fired_time: 0.2723401487, propagate_forward_time: 10.5321359634, propagate_backward_time: 15.6667461395, weight_update_time: 0.1326209605, other_time: 2.1565876007
epoch time: 2.5167269707s, input_fired_time: 0.0348257944, output_fired_time: 0.0000000000, propagate_forward_time: 2.1082248688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736763000
validation[          , genome  3527] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1301.59229, best error:      1301.59229 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 28.7713794708s, input_fired_time: 0.2739504874, output_fired_time: 0.2703171968, propagate_forward_time: 10.4985609055, propagate_backward_time: 15.5764369965, weight_update_time: 0.1334512979, other_time: 2.1521129608
epoch time: 2.6422638893s, input_fired_time: 0.0353893414, output_fired_time: 0.0000000000, propagate_forward_time: 2.2197527885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871216774
validation[          , genome  3527] predictions:    9585/  10000 (95.85%), best:    9595/10000 (95.95%), error:      1333.56421, best error:      1301.59229 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 28.6847190857s, input_fired_time: 0.2720406055, output_fired_time: 0.2693317831, propagate_forward_time: 10.4584646225, propagate_backward_time: 15.5409736633, weight_update_time: 0.1318698376, other_time: 2.1439094543
epoch time: 2.5669569969s, input_fired_time: 0.0371420495, output_fired_time: 0.0000000000, propagate_forward_time: 2.1492342949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805806637
validation[          , genome  3527] predictions:    9599/  10000 (95.99%), best:    9595/10000 (95.95%), error:      1302.18567, best error:      1301.59229 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 28.7119617462s, input_fired_time: 0.2719546258, output_fired_time: 0.2713943720, propagate_forward_time: 10.4539737701, propagate_backward_time: 15.5731287003, weight_update_time: 0.1307426691, other_time: 2.1415090561
epoch time: 2.5445504189s, input_fired_time: 0.0368415564, output_fired_time: 0.0000000000, propagate_forward_time: 2.1282694340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794393539
validation[          , genome  3527] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1292.62354, best error:      1292.62354 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 29.0652217865s, input_fired_time: 0.2766701281, output_fired_time: 0.2718772888, propagate_forward_time: 10.6075048447, propagate_backward_time: 15.7584295273, weight_update_time: 0.1331912428, other_time: 2.1507387161
epoch time: 2.6217162609s, input_fired_time: 0.0369808897, output_fired_time: 0.0000000000, propagate_forward_time: 2.1913764477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933589458
validation[          , genome  3527] predictions:    9586/  10000 (95.86%), best:    9593/10000 (95.93%), error:      1341.84912, best error:      1292.62354 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 28.9965476990s, input_fired_time: 0.2770321369, output_fired_time: 0.2718034089, propagate_forward_time: 10.5812244415, propagate_backward_time: 15.7053346634, weight_update_time: 0.1331329048, other_time: 2.1611528397
epoch time: 2.5912289619s, input_fired_time: 0.0360584669, output_fired_time: 0.0000000000, propagate_forward_time: 2.1713128090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838577271
validation[          , genome  3527] predictions:    9547/  10000 (95.47%), best:    9593/10000 (95.93%), error:      1478.26233, best error:      1292.62354 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 28.1629314423s, input_fired_time: 0.2703532577, output_fired_time: 0.2647706270, propagate_forward_time: 10.2617034912, propagate_backward_time: 15.2446279526, weight_update_time: 0.1309870929, other_time: 2.1214761734
epoch time: 2.5880303383s, input_fired_time: 0.0367364958, output_fired_time: 0.0000000000, propagate_forward_time: 2.1632270813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880667686
validation[          , genome  3527] predictions:    9579/  10000 (95.79%), best:    9593/10000 (95.93%), error:      1343.61108, best error:      1292.62354 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 29.1482734680s, input_fired_time: 0.2769284546, output_fired_time: 0.2725568414, propagate_forward_time: 10.6373901367, propagate_backward_time: 15.8047227859, weight_update_time: 0.1337201297, other_time: 2.1566762924
epoch time: 2.5901117325s, input_fired_time: 0.0366781428, output_fired_time: 0.0000000000, propagate_forward_time: 2.1664688587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869647980
validation[          , genome  3527] predictions:    9583/  10000 (95.83%), best:    9593/10000 (95.93%), error:      1315.16663, best error:      1292.62354 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 28.7321491241s, input_fired_time: 0.2738556564, output_fired_time: 0.2690112293, propagate_forward_time: 10.4760484695, propagate_backward_time: 15.5715751648, weight_update_time: 0.1336270869, other_time: 2.1416587830
epoch time: 2.6275799274s, input_fired_time: 0.0367395878, output_fired_time: 0.0000000000, propagate_forward_time: 2.2036128044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872275352
validation[          , genome  3527] predictions:    9579/  10000 (95.79%), best:    9593/10000 (95.93%), error:      1300.10156, best error:      1292.62354 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 28.4702835083s, input_fired_time: 0.2736064196, output_fired_time: 0.2695186436, propagate_forward_time: 10.3788061142, propagate_backward_time: 15.4250297546, weight_update_time: 0.1324750185, other_time: 2.1233215332
epoch time: 2.5401597023s, input_fired_time: 0.0353372693, output_fired_time: 0.0000000000, propagate_forward_time: 2.1227281094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820943832
validation[          , genome  3527] predictions:    9579/  10000 (95.79%), best:    9593/10000 (95.93%), error:      1332.80505, best error:      1292.62354 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 29.0620613098s, input_fired_time: 0.2760769129, output_fired_time: 0.2755139768, propagate_forward_time: 10.5879602432, propagate_backward_time: 15.7570610046, weight_update_time: 0.1343087107, other_time: 2.1654472351
epoch time: 2.4458897114s, input_fired_time: 0.0343823582, output_fired_time: 0.0000000000, propagate_forward_time: 2.0322072506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793001175
validation[          , genome  3527] predictions:    9579/  10000 (95.79%), best:    9593/10000 (95.93%), error:      1393.47803, best error:      1292.62354 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 29.0650444031s, input_fired_time: 0.2780133188, output_fired_time: 0.2732563615, propagate_forward_time: 10.5804605484, propagate_backward_time: 15.7839069366, weight_update_time: 0.1326570213, other_time: 2.1494083405
epoch time: 2.5633945465s, input_fired_time: 0.0365788788, output_fired_time: 0.0000000000, propagate_forward_time: 2.1435511112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832645416
validation[          , genome  3527] predictions:    9601/  10000 (96.01%), best:    9593/10000 (95.93%), error:      1342.23169, best error:      1292.62354 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 29.3701896667s, input_fired_time: 0.2777310014, output_fired_time: 0.2779801190, propagate_forward_time: 10.7055311203, propagate_backward_time: 15.9419698715, weight_update_time: 0.1349319220, other_time: 2.1669778824
epoch time: 2.5490095615s, input_fired_time: 0.0354832746, output_fired_time: 0.0000000000, propagate_forward_time: 2.1320340633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814921379
validation[          , genome  3527] predictions:    9597/  10000 (95.97%), best:    9593/10000 (95.93%), error:      1293.00842, best error:      1292.62354 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 28.9053936005s, input_fired_time: 0.2782377005, output_fired_time: 0.2734323740, propagate_forward_time: 10.5331583023, propagate_backward_time: 15.6549148560, weight_update_time: 0.1325794905, other_time: 2.1656494141
epoch time: 2.5349025726s, input_fired_time: 0.0354832672, output_fired_time: 0.0000000000, propagate_forward_time: 2.1196961403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797230721
validation[          , genome  3527] predictions:    9583/  10000 (95.83%), best:    9593/10000 (95.93%), error:      1351.85657, best error:      1292.62354 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 28.8864688873s, input_fired_time: 0.2788019776, output_fired_time: 0.2725339234, propagate_forward_time: 10.5254068375, propagate_backward_time: 15.6686449051, weight_update_time: 0.1320750862, other_time: 2.1410818100
epoch time: 2.4882421494s, input_fired_time: 0.0352246463, output_fired_time: 0.0000000000, propagate_forward_time: 2.0808107853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722066879
validation[          , genome  3527] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1290.92810, best error:      1290.92810 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 29.3607692719s, input_fired_time: 0.2780880630, output_fired_time: 0.2754130065, propagate_forward_time: 10.7099428177, propagate_backward_time: 15.9146013260, weight_update_time: 0.1338277906, other_time: 2.1827230453
epoch time: 2.5572557449s, input_fired_time: 0.0366536640, output_fired_time: 0.0000000000, propagate_forward_time: 2.1389725208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816294670
validation[          , genome  3527] predictions:    9577/  10000 (95.77%), best:    9598/10000 (95.98%), error:      1417.00378, best error:      1290.92810 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 28.3655204773s, input_fired_time: 0.2726662159, output_fired_time: 0.2649728358, propagate_forward_time: 10.3568754196, propagate_backward_time: 15.3549575806, weight_update_time: 0.1310027242, other_time: 2.1160469055
epoch time: 2.4407413006s, input_fired_time: 0.0346445590, output_fired_time: 0.0000000000, propagate_forward_time: 2.0390551090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670415878
validation[          , genome  3527] predictions:    9579/  10000 (95.79%), best:    9598/10000 (95.98%), error:      1403.75110, best error:      1290.92810 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 29.0793704987s, input_fired_time: 0.2790836096, output_fired_time: 0.2742220759, propagate_forward_time: 10.5997829437, propagate_backward_time: 15.7636537552, weight_update_time: 0.1357559711, other_time: 2.1626291275
epoch time: 2.5199105740s, input_fired_time: 0.0359756723, output_fired_time: 0.0000000000, propagate_forward_time: 2.1111798286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727550507
validation[          , genome  3527] predictions:    9563/  10000 (95.63%), best:    9598/10000 (95.98%), error:      1390.28625, best error:      1290.92810 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 29.0107574463s, input_fired_time: 0.2769413292, output_fired_time: 0.2699532211, propagate_forward_time: 10.5998010635, propagate_backward_time: 15.7239265442, weight_update_time: 0.1342588514, other_time: 2.1401367188
epoch time: 2.4954054356s, input_fired_time: 0.0354908593, output_fired_time: 0.0000000000, propagate_forward_time: 2.0852763653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746383190
validation[          , genome  3527] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1285.18640, best error:      1285.18640 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 27.7376365662s, input_fired_time: 0.2703956366, output_fired_time: 0.2603251636, propagate_forward_time: 10.0667772293, propagate_backward_time: 15.0444297791, weight_update_time: 0.1286330372, other_time: 2.0957107544
epoch time: 2.0270760059s, input_fired_time: 0.0301130340, output_fired_time: 0.0000000000, propagate_forward_time: 1.6718562841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251067400
validation[          , genome  3527] predictions:    9578/  10000 (95.78%), best:    9610/10000 (96.10%), error:      1369.48486, best error:      1285.18640 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 28.9637947083s, input_fired_time: 0.2751696706, output_fired_time: 0.2714726627, propagate_forward_time: 10.5622177124, propagate_backward_time: 15.6977777481, weight_update_time: 0.1332005262, other_time: 2.1571569443
epoch time: 2.6220023632s, input_fired_time: 0.0375035256, output_fired_time: 0.0000000000, propagate_forward_time: 2.1999936104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845052719
validation[          , genome  3527] predictions:    9600/  10000 (96.00%), best:    9610/10000 (96.10%), error:      1293.26733, best error:      1285.18640 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 28.7171020508s, input_fired_time: 0.2757818103, output_fired_time: 0.2701156735, propagate_forward_time: 10.4662771225, propagate_backward_time: 15.5549364090, weight_update_time: 0.1319642514, other_time: 2.1499929428
epoch time: 2.4554898739s, input_fired_time: 0.0338129364, output_fired_time: 0.0000000000, propagate_forward_time: 2.0548119545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668649197
validation[          , genome  3527] predictions:    9593/  10000 (95.93%), best:    9610/10000 (96.10%), error:      1294.26880, best error:      1285.18640 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 29.1572322845s, input_fired_time: 0.2804747820, output_fired_time: 0.2759495080, propagate_forward_time: 10.6413097382, propagate_backward_time: 15.7867641449, weight_update_time: 0.1339656413, other_time: 2.1727333069
epoch time: 2.6081089973s, input_fired_time: 0.0362552628, output_fired_time: 0.0000000000, propagate_forward_time: 2.1842916012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875620365
validation[          , genome  3527] predictions:    9594/  10000 (95.94%), best:    9610/10000 (96.10%), error:      1312.66089, best error:      1285.18640 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 28.6388893127s, input_fired_time: 0.2764947712, output_fired_time: 0.2678652108, propagate_forward_time: 10.4428863525, propagate_backward_time: 15.5074272156, weight_update_time: 0.1324263960, other_time: 2.1442146301
epoch time: 2.1874699593s, input_fired_time: 0.0322681703, output_fired_time: 0.0000000000, propagate_forward_time: 1.8130090237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421926498
validation[          , genome  3527] predictions:    9591/  10000 (95.91%), best:    9610/10000 (96.10%), error:      1328.14978, best error:      1285.18640 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 28.6511917114s, input_fired_time: 0.2772693932, output_fired_time: 0.2684744298, propagate_forward_time: 10.4081659317, propagate_backward_time: 15.5642213821, weight_update_time: 0.1314607561, other_time: 2.1330595016
epoch time: 2.5963916779s, input_fired_time: 0.0379344709, output_fired_time: 0.0000000000, propagate_forward_time: 2.1708736420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875834942
validation[          , genome  3527] predictions:    9597/  10000 (95.97%), best:    9610/10000 (96.10%), error:      1301.84241, best error:      1285.18640 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 29.0292510986s, input_fired_time: 0.2766092718, output_fired_time: 0.2704314888, propagate_forward_time: 10.6045608521, propagate_backward_time: 15.7219142914, weight_update_time: 0.1341874897, other_time: 2.1557350159
epoch time: 2.5719962120s, input_fired_time: 0.0367365107, output_fired_time: 0.0000000000, propagate_forward_time: 2.1492762566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859834671
validation[          , genome  3527] predictions:    9609/  10000 (96.09%), best:    9610/10000 (96.10%), error:      1291.33362, best error:      1285.18640 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 28.9261779785s, input_fired_time: 0.2790915072, output_fired_time: 0.2710784376, propagate_forward_time: 10.5707607269, propagate_backward_time: 15.6537761688, weight_update_time: 0.1331222057, other_time: 2.1514720917
epoch time: 2.5635132790s, input_fired_time: 0.0375841260, output_fired_time: 0.0000000000, propagate_forward_time: 2.1420056820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839235306
validation[          , genome  3527] predictions:    9600/  10000 (96.00%), best:    9610/10000 (96.10%), error:      1346.31982, best error:      1285.18640 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 28.8478527069s, input_fired_time: 0.2784108222, output_fired_time: 0.2723604739, propagate_forward_time: 10.5016927719, propagate_backward_time: 15.6334590912, weight_update_time: 0.1338753849, other_time: 2.1619319916
epoch time: 2.3631806374s, input_fired_time: 0.0340653770, output_fired_time: 0.0000000000, propagate_forward_time: 1.9677957296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613194227
validation[          , genome  3527] predictions:    9597/  10000 (95.97%), best:    9610/10000 (96.10%), error:      1355.33423, best error:      1285.18640 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 28.8681221008s, input_fired_time: 0.2776207328, output_fired_time: 0.2711195648, propagate_forward_time: 10.5294046402, propagate_backward_time: 15.6357851028, weight_update_time: 0.1308669150, other_time: 2.1541929245
epoch time: 2.4554214478s, input_fired_time: 0.0354641639, output_fired_time: 0.0000000000, propagate_forward_time: 2.0431146622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768427372
validation[          , genome  3527] predictions:    9598/  10000 (95.98%), best:    9610/10000 (96.10%), error:      1305.87341, best error:      1285.18640 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 28.2048625946s, input_fired_time: 0.2712388933, output_fired_time: 0.2659609318, propagate_forward_time: 10.2599191666, propagate_backward_time: 15.2848510742, weight_update_time: 0.1317304969, other_time: 2.1228942871
epoch time: 2.5560286045s, input_fired_time: 0.0370521136, output_fired_time: 0.0000000000, propagate_forward_time: 2.1340253353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849511147
validation[          , genome  3527] predictions:    9566/  10000 (95.66%), best:    9610/10000 (96.10%), error:      1357.32104, best error:      1285.18640 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 29.2832775116s, input_fired_time: 0.2805515528, output_fired_time: 0.2741675675, propagate_forward_time: 10.6728820801, propagate_backward_time: 15.8726453781, weight_update_time: 0.1344933063, other_time: 2.1830301285
epoch time: 2.6027660370s, input_fired_time: 0.0366469771, output_fired_time: 0.0000000000, propagate_forward_time: 2.1776654720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884534836
validation[          , genome  3527] predictions:    9491/  10000 (94.91%), best:    9610/10000 (96.10%), error:      1600.24316, best error:      1285.18640 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 28.5283069611s, input_fired_time: 0.2762815356, output_fired_time: 0.2679995894, propagate_forward_time: 10.4120473862, propagate_backward_time: 15.4472942352, weight_update_time: 0.1323281229, other_time: 2.1246852875
epoch time: 2.5556943417s, input_fired_time: 0.0361595079, output_fired_time: 0.0000000000, propagate_forward_time: 2.1334006786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861341476
validation[          , genome  3527] predictions:    9606/  10000 (96.06%), best:    9610/10000 (96.10%), error:      1306.03369, best error:      1285.18640 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 28.4818725586s, input_fired_time: 0.2735163569, output_fired_time: 0.2699137330, propagate_forward_time: 10.3675403595, propagate_backward_time: 15.4433450699, weight_update_time: 0.1325238645, other_time: 2.1275568008
epoch time: 2.5292084217s, input_fired_time: 0.0367062055, output_fired_time: 0.0000000000, propagate_forward_time: 2.1130094528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794927597
validation[          , genome  3527] predictions:    9586/  10000 (95.86%), best:    9610/10000 (96.10%), error:      1352.26721, best error:      1285.18640 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 28.7149467468s, input_fired_time: 0.2743543088, output_fired_time: 0.2724438310, propagate_forward_time: 10.4478778839, propagate_backward_time: 15.5765676498, weight_update_time: 0.1320122778, other_time: 2.1437025070
epoch time: 2.4240024090s, input_fired_time: 0.0361426100, output_fired_time: 0.0000000000, propagate_forward_time: 2.0208835602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669762611
validation[          , genome  3527] predictions:    9587/  10000 (95.87%), best:    9610/10000 (96.10%), error:      1329.70081, best error:      1285.18640 on epoch:    85, 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: 12.8476543427s, input_fired_time: 0.1816018969, output_fired_time: 0.0000000000, propagate_forward_time: 10.6953535080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9706993103
best training[          , genome  3527] predictions:   48834/  50000 (97.67%), best:    9610/10000 (96.10%), error:      4285.57227, best error:      1285.18640 on epoch:    85, 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: 2.4217615128s, input_fired_time: 0.0352064036, output_fired_time: 0.0000000000, propagate_forward_time: 2.0193820000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671731949
   testing[          , genome  3527] predictions:    9686/  10000 (96.86%), best:    9610/10000 (96.10%), error:      1116.17358, best error:      1285.18640 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:14:59 (4016): called boinc_finish(0)

</stderr_txt>
]]>