Nameexact_genome_1512568488_43_5945_1
Workunit2601051
Created7 Dec 2017, 17:16:26 UTC
Sent7 Dec 2017, 17:21:18 UTC
Report deadline14 Dec 2017, 5:32:08 UTC
Received9 Dec 2017, 4:56:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 40 min 9 sec
CPU time3 hours 36 min 11 sec
Validate stateValid
Credit1,626.88
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.17 MB
Peak swap size156.96 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0969238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156297684
validation[          , genome  5945] predictions:    9610/  10000 (96.10%), best:    9656/10000 (96.56%), error:      1282.40051, best error:      1193.17761 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.2981491089s, input_fired_time: 1.1162347794, output_fired_time: 1.1485283375, propagate_forward_time: 44.4384231567, propagate_backward_time: 69.7335662842, weight_update_time: 0.1686387211, other_time: 2.8613967896
epoch time: 9.7041463852s, input_fired_time: 0.1424626410, output_fired_time: 0.0000000000, propagate_forward_time: 9.0194044113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422792435
validation[          , genome  5945] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1158.93921, best error:      1158.93921 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 118.7818603516s, input_fired_time: 1.1196877956, output_fired_time: 1.1414353848, propagate_forward_time: 44.0444297791, propagate_backward_time: 69.5850753784, weight_update_time: 0.1681102365, other_time: 2.8912277222
epoch time: 9.4958963394s, input_fired_time: 0.1390062273, output_fired_time: 0.0000000000, propagate_forward_time: 8.8485202789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083694458
validation[          , genome  5945] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1143.43457, best error:      1143.43457 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.4062957764s, input_fired_time: 1.1299681664, output_fired_time: 1.1543054581, propagate_forward_time: 44.5430145264, propagate_backward_time: 69.6662826538, weight_update_time: 0.1692417115, other_time: 2.9127273560
epoch time: 9.6961793900s, input_fired_time: 0.1406947076, output_fired_time: 0.0000000000, propagate_forward_time: 9.0453929901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100917816
validation[          , genome  5945] predictions:    9631/  10000 (96.31%), best:    9662/10000 (96.62%), error:      1196.30359, best error:      1143.43457 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.8028259277s, input_fired_time: 1.1291897297, output_fired_time: 1.1458959579, propagate_forward_time: 43.3585853577, propagate_backward_time: 69.2040786743, weight_update_time: 0.1701548100, other_time: 2.9650802612
epoch time: 8.8451776505s, input_fired_time: 0.1490424722, output_fired_time: 0.0000000000, propagate_forward_time: 8.0913743973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047611237
validation[          , genome  5945] predictions:    9661/  10000 (96.61%), best:    9662/10000 (96.62%), error:      1155.97876, best error:      1143.43457 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 118.9787445068s, input_fired_time: 1.1284499168, output_fired_time: 1.1461716890, propagate_forward_time: 44.2679748535, propagate_backward_time: 69.5363693237, weight_update_time: 0.1687609404, other_time: 2.8997802734
epoch time: 9.4051456451s, input_fired_time: 0.1409103274, output_fired_time: 0.0000000000, propagate_forward_time: 8.7383508682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258846283
validation[          , genome  5945] predictions:    9653/  10000 (96.53%), best:    9662/10000 (96.62%), error:      1184.78186, best error:      1143.43457 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.2375183105s, input_fired_time: 1.1309993267, output_fired_time: 1.1432704926, propagate_forward_time: 44.3703460693, propagate_backward_time: 69.6451339722, weight_update_time: 0.1706125587, other_time: 2.9477691650
epoch time: 9.5690288544s, input_fired_time: 0.1390624493, output_fired_time: 0.0000000000, propagate_forward_time: 8.9215879440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083780289
validation[          , genome  5945] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1057.38708, best error:      1057.38708 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 120.0613098145s, input_fired_time: 1.1270214319, output_fired_time: 1.1541212797, propagate_forward_time: 44.7791061401, propagate_backward_time: 70.1298370361, weight_update_time: 0.1673176289, other_time: 2.8712234497
epoch time: 10.0409584045s, input_fired_time: 0.1539048254, output_fired_time: 0.0000000000, propagate_forward_time: 9.3197937012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672597885
validation[          , genome  5945] predictions:    9616/  10000 (96.16%), best:    9686/10000 (96.86%), error:      1267.77063, best error:      1057.38708 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.1757125854s, input_fired_time: 1.1217631102, output_fired_time: 1.1417543888, propagate_forward_time: 44.3554840088, propagate_backward_time: 69.6364974976, weight_update_time: 0.1708423048, other_time: 2.9202117920
epoch time: 9.6277351379s, input_fired_time: 0.1403706223, output_fired_time: 0.0000000000, propagate_forward_time: 8.9792470932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081176758
validation[          , genome  5945] predictions:    9677/  10000 (96.77%), best:    9686/10000 (96.86%), error:      1100.52209, best error:      1057.38708 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.9019699097s, input_fired_time: 1.1172443628, output_fired_time: 1.1456097364, propagate_forward_time: 43.5445594788, propagate_backward_time: 69.1321487427, weight_update_time: 0.1711377203, other_time: 2.9624099731
epoch time: 9.6019592285s, input_fired_time: 0.1420845836, output_fired_time: 0.0000000000, propagate_forward_time: 8.9284439087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314311981
validation[          , genome  5945] predictions:    9563/  10000 (95.63%), best:    9686/10000 (96.86%), error:      1388.69128, best error:      1057.38708 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.7209014893s, input_fired_time: 1.1059293747, output_fired_time: 1.1327451468, propagate_forward_time: 43.1101341248, propagate_backward_time: 68.4576568604, weight_update_time: 0.1663801819, other_time: 2.9144439697
epoch time: 9.2975320816s, input_fired_time: 0.1378698945, output_fired_time: 0.0000000000, propagate_forward_time: 8.6380777359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215845108
validation[          , genome  5945] predictions:    9637/  10000 (96.37%), best:    9686/10000 (96.86%), error:      1161.03503, best error:      1057.38708 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 119.3281707764s, input_fired_time: 1.1326259375, output_fired_time: 1.1533252001, propagate_forward_time: 44.4404335022, propagate_backward_time: 69.6721725464, weight_update_time: 0.1688051969, other_time: 2.9296035767
epoch time: 9.6908340454s, input_fired_time: 0.1477007717, output_fired_time: 0.0000000000, propagate_forward_time: 9.0120382309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310955048
validation[          , genome  5945] predictions:    9676/  10000 (96.76%), best:    9686/10000 (96.86%), error:      1093.40405, best error:      1057.38708 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 118.5924606323s, input_fired_time: 1.1223523617, output_fired_time: 1.1505557299, propagate_forward_time: 43.9573097229, propagate_backward_time: 69.4299011230, weight_update_time: 0.1701333672, other_time: 2.9323425293
epoch time: 9.7322816849s, input_fired_time: 0.1424733400, output_fired_time: 0.0000000000, propagate_forward_time: 9.0591344833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306739807
validation[          , genome  5945] predictions:    9678/  10000 (96.78%), best:    9686/10000 (96.86%), error:      1092.87842, best error:      1057.38708 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 116.5423736572s, input_fired_time: 1.1157093048, output_fired_time: 1.1324026585, propagate_forward_time: 43.0095710754, propagate_backward_time: 68.3463211060, weight_update_time: 0.1662284881, other_time: 2.9383773804
epoch time: 9.6400356293s, input_fired_time: 0.1424380690, output_fired_time: 0.0000000000, propagate_forward_time: 8.9850931168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125045776
validation[          , genome  5945] predictions:    9653/  10000 (96.53%), best:    9686/10000 (96.86%), error:      1166.84961, best error:      1057.38708 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 118.6784515381s, input_fired_time: 1.1219339371, output_fired_time: 1.1439063549, propagate_forward_time: 44.1857337952, propagate_backward_time: 69.3407516479, weight_update_time: 0.1672979742, other_time: 2.8861312866
epoch time: 9.2883119583s, input_fired_time: 0.1388642788, output_fired_time: 0.0000000000, propagate_forward_time: 8.6294431686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200042725
validation[          , genome  5945] predictions:    9678/  10000 (96.78%), best:    9686/10000 (96.86%), error:      1058.12854, best error:      1057.38708 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.0227661133s, input_fired_time: 1.1383152008, output_fired_time: 1.1483346224, propagate_forward_time: 44.2500495911, propagate_backward_time: 69.5507659912, weight_update_time: 0.1699398458, other_time: 2.9353027344
epoch time: 10.2245235443s, input_fired_time: 0.1568608731, output_fired_time: 0.0000000000, propagate_forward_time: 9.4993257523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683364868
validation[          , genome  5945] predictions:    9616/  10000 (96.16%), best:    9686/10000 (96.86%), error:      1254.80139, best error:      1057.38708 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.2803497314s, input_fired_time: 1.1361721754, output_fired_time: 1.1497250795, propagate_forward_time: 44.5197525024, propagate_backward_time: 69.5678253174, weight_update_time: 0.1692734361, other_time: 2.9068756104
epoch time: 9.6645669937s, input_fired_time: 0.1412856579, output_fired_time: 0.0000000000, propagate_forward_time: 9.0078907013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153903961
validation[          , genome  5945] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1083.39331, best error:      1057.38708 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.1403808594s, input_fired_time: 1.1216394901, output_fired_time: 1.1483606100, propagate_forward_time: 44.4037475586, propagate_backward_time: 69.5909576416, weight_update_time: 0.1676826030, other_time: 2.8756713867
epoch time: 9.4751787186s, input_fired_time: 0.1401903629, output_fired_time: 0.0000000000, propagate_forward_time: 8.8247652054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102233887
validation[          , genome  5945] predictions:    9624/  10000 (96.24%), best:    9686/10000 (96.86%), error:      1258.92175, best error:      1057.38708 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.5755920410s, input_fired_time: 1.1287820339, output_fired_time: 1.1474481821, propagate_forward_time: 44.0695762634, propagate_backward_time: 69.3207168579, weight_update_time: 0.1686713248, other_time: 2.9090652466
epoch time: 9.7669429779s, input_fired_time: 0.1432303339, output_fired_time: 0.0000000000, propagate_forward_time: 9.0905084610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332040787
validation[          , genome  5945] predictions:    9663/  10000 (96.63%), best:    9686/10000 (96.86%), error:      1071.52368, best error:      1057.38708 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 118.7382965088s, input_fired_time: 1.1257750988, output_fired_time: 1.1487671137, propagate_forward_time: 44.0780830383, propagate_backward_time: 69.4932556152, weight_update_time: 0.1681969017, other_time: 2.8924102783
epoch time: 8.3383378983s, input_fired_time: 0.1369160712, output_fired_time: 0.0000000000, propagate_forward_time: 7.6608476639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405740738
validation[          , genome  5945] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:      1015.27795, best error:      1015.27795 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.1600112915s, input_fired_time: 1.1315008402, output_fired_time: 1.1427029371, propagate_forward_time: 44.3001174927, propagate_backward_time: 69.6659317017, weight_update_time: 0.1705932319, other_time: 2.9197616577
epoch time: 9.6845541000s, input_fired_time: 0.1405670941, output_fired_time: 0.0000000000, propagate_forward_time: 9.0386390686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053482056
validation[          , genome  5945] predictions:    9689/  10000 (96.89%), best:    9702/10000 (97.02%), error:      1028.77283, best error:      1015.27795 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 118.7433547974s, input_fired_time: 1.1250060797, output_fired_time: 1.1439160109, propagate_forward_time: 44.2526969910, propagate_backward_time: 69.3418655396, weight_update_time: 0.1677344888, other_time: 2.8798751831
epoch time: 9.4713344574s, input_fired_time: 0.1454981267, output_fired_time: 0.0000000000, propagate_forward_time: 8.7838277817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420084000
validation[          , genome  5945] predictions:    9609/  10000 (96.09%), best:    9702/10000 (97.02%), error:      1231.56750, best error:      1015.27795 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.9675064087s, input_fired_time: 1.1384986639, output_fired_time: 1.1485759020, propagate_forward_time: 44.2212333679, propagate_backward_time: 69.4938201904, weight_update_time: 0.1709980369, other_time: 2.9653778076
epoch time: 9.4997587204s, input_fired_time: 0.1403242797, output_fired_time: 0.0000000000, propagate_forward_time: 8.8512382507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081958771
validation[          , genome  5945] predictions:    9653/  10000 (96.53%), best:    9702/10000 (97.02%), error:      1109.18848, best error:      1015.27795 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.1108322144s, input_fired_time: 1.1442456245, output_fired_time: 1.1551107168, propagate_forward_time: 44.7378387451, propagate_backward_time: 70.1378784180, weight_update_time: 0.1718794703, other_time: 2.9357528687
epoch time: 9.7318592072s, input_fired_time: 0.1439645588, output_fired_time: 0.0000000000, propagate_forward_time: 9.0741081238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137863159
validation[          , genome  5945] predictions:    9645/  10000 (96.45%), best:    9702/10000 (97.02%), error:      1153.59070, best error:      1015.27795 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 118.8007431030s, input_fired_time: 1.1169383526, output_fired_time: 1.1418951750, propagate_forward_time: 44.2693595886, propagate_backward_time: 69.4256210327, weight_update_time: 0.1676665694, other_time: 2.8469314575
epoch time: 9.5080604553s, input_fired_time: 0.1483756304, output_fired_time: 0.0000000000, propagate_forward_time: 8.8102931976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493917465
validation[          , genome  5945] predictions:    9627/  10000 (96.27%), best:    9702/10000 (97.02%), error:      1229.73767, best error:      1015.27795 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 119.6747970581s, input_fired_time: 1.1413882971, output_fired_time: 1.1545271873, propagate_forward_time: 44.6021194458, propagate_backward_time: 69.8293533325, weight_update_time: 0.1699518412, other_time: 2.9474105835
epoch time: 9.3624897003s, input_fired_time: 0.1430379152, output_fired_time: 0.0000000000, propagate_forward_time: 8.6746950150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447568893
validation[          , genome  5945] predictions:    9686/  10000 (96.86%), best:    9702/10000 (97.02%), error:      1043.34509, best error:      1015.27795 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 116.0608596802s, input_fired_time: 1.1186610460, output_fired_time: 1.1302344799, propagate_forward_time: 42.7380714417, propagate_backward_time: 68.1274566650, weight_update_time: 0.1676197052, other_time: 2.9464416504
epoch time: 9.9952230453s, input_fired_time: 0.1516294181, output_fired_time: 0.0000000000, propagate_forward_time: 9.3033266068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402669907
validation[          , genome  5945] predictions:    9686/  10000 (96.86%), best:    9702/10000 (97.02%), error:      1030.37451, best error:      1015.27795 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.5006103516s, input_fired_time: 1.1284282207, output_fired_time: 1.1484816074, propagate_forward_time: 43.9339332581, propagate_backward_time: 69.3594970703, weight_update_time: 0.1692528129, other_time: 2.9302673340
epoch time: 9.6051931381s, input_fired_time: 0.1417221576, output_fired_time: 0.0000000000, propagate_forward_time: 8.9563932419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070781708
validation[          , genome  5945] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       999.17920, best error:       999.17920 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 119.8944854736s, input_fired_time: 1.1524708271, output_fired_time: 1.1553070545, propagate_forward_time: 44.7007751465, propagate_backward_time: 69.9235153198, weight_update_time: 0.1715773940, other_time: 2.9624176025
epoch time: 9.7202186584s, input_fired_time: 0.1429946721, output_fired_time: 0.0000000000, propagate_forward_time: 9.0659570694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112667084
validation[          , genome  5945] predictions:    9583/  10000 (95.83%), best:    9718/10000 (97.18%), error:      1367.01001, best error:       999.17920 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 118.2300186157s, input_fired_time: 1.1345239878, output_fired_time: 1.1441318989, propagate_forward_time: 44.0421218872, propagate_backward_time: 69.0042495728, weight_update_time: 0.1675384194, other_time: 2.9049911499
epoch time: 9.2637166977s, input_fired_time: 0.1411441714, output_fired_time: 0.0000000000, propagate_forward_time: 8.6097860336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127868652
validation[          , genome  5945] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1091.34814, best error:       999.17920 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 117.7956542969s, input_fired_time: 1.1395356655, output_fired_time: 1.1461248398, propagate_forward_time: 43.5631484985, propagate_backward_time: 68.9523925781, weight_update_time: 0.1698366553, other_time: 2.9944534302
epoch time: 9.5156364441s, input_fired_time: 0.1406344622, output_fired_time: 0.0000000000, propagate_forward_time: 8.8696632385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053386688
validation[          , genome  5945] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       989.29132, best error:       989.29132 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 118.6042785645s, input_fired_time: 1.1249049902, output_fired_time: 1.1461732388, propagate_forward_time: 44.1478462219, propagate_backward_time: 69.3020629883, weight_update_time: 0.1676509529, other_time: 2.8832855225
epoch time: 9.6364774704s, input_fired_time: 0.1435611099, output_fired_time: 0.0000000000, propagate_forward_time: 8.9692955017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236206055
validation[          , genome  5945] predictions:    9669/  10000 (96.69%), best:    9704/10000 (97.04%), error:      1135.94165, best error:       989.29132 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 118.4784927368s, input_fired_time: 1.1328374147, output_fired_time: 1.1401896477, propagate_forward_time: 44.0807876587, propagate_backward_time: 69.2421112061, weight_update_time: 0.1679709554, other_time: 2.8825683594
epoch time: 9.8051548004s, input_fired_time: 0.1512380540, output_fired_time: 0.0000000000, propagate_forward_time: 9.1191616058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347547531
validation[          , genome  5945] predictions:    9702/  10000 (97.02%), best:    9704/10000 (97.04%), error:      1032.74304, best error:       989.29132 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 117.0520553589s, input_fired_time: 1.1257796288, output_fired_time: 1.1315658092, propagate_forward_time: 43.5169715881, propagate_backward_time: 68.3985061646, weight_update_time: 0.1666079462, other_time: 2.8792343140
epoch time: 9.5257787704s, input_fired_time: 0.1443024427, output_fired_time: 0.0000000000, propagate_forward_time: 8.8616571426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198192596
validation[          , genome  5945] predictions:    9677/  10000 (96.77%), best:    9704/10000 (97.04%), error:      1064.68970, best error:       989.29132 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.2525711060s, input_fired_time: 1.1311639547, output_fired_time: 1.1382861137, propagate_forward_time: 43.9094963074, propagate_backward_time: 69.1837387085, weight_update_time: 0.1678875983, other_time: 2.8898849487
epoch time: 9.5492086411s, input_fired_time: 0.1441868246, output_fired_time: 0.0000000000, propagate_forward_time: 8.8735179901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315036774
validation[          , genome  5945] predictions:    9675/  10000 (96.75%), best:    9704/10000 (97.04%), error:      1040.81042, best error:       989.29132 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 118.5241546631s, input_fired_time: 1.1387590170, output_fired_time: 1.1440657377, propagate_forward_time: 43.9948234558, propagate_backward_time: 69.3129043579, weight_update_time: 0.1686248481, other_time: 2.9336013794
epoch time: 9.5779695511s, input_fired_time: 0.1446130872, output_fired_time: 0.0000000000, propagate_forward_time: 8.9064044952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269517899
validation[          , genome  5945] predictions:    9685/  10000 (96.85%), best:    9704/10000 (97.04%), error:      1090.09253, best error:       989.29132 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 118.8294982910s, input_fired_time: 1.1466826200, output_fired_time: 1.1494469643, propagate_forward_time: 44.1410293579, propagate_backward_time: 69.4663085938, weight_update_time: 0.1694737822, other_time: 2.9260330200
epoch time: 9.3791904449s, input_fired_time: 0.1416213214, output_fired_time: 0.0000000000, propagate_forward_time: 8.7216854095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158834457
validation[          , genome  5945] predictions:    9685/  10000 (96.85%), best:    9704/10000 (97.04%), error:      1111.74426, best error:       989.29132 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.1162948608s, input_fired_time: 1.1318907738, output_fired_time: 1.1464939117, propagate_forward_time: 43.6987915039, propagate_backward_time: 69.1954879761, weight_update_time: 0.1693952382, other_time: 2.9436340332
epoch time: 9.1814289093s, input_fired_time: 0.1451464444, output_fired_time: 0.0000000000, propagate_forward_time: 8.4808530807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5554294586
validation[          , genome  5945] predictions:    9659/  10000 (96.59%), best:    9704/10000 (97.04%), error:      1128.63086, best error:       989.29132 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 117.3927001953s, input_fired_time: 1.1305186749, output_fired_time: 1.1394957304, propagate_forward_time: 43.2093887329, propagate_backward_time: 68.9508895874, weight_update_time: 0.1702423394, other_time: 2.9624099731
epoch time: 9.5804128647s, input_fired_time: 0.1434325278, output_fired_time: 0.0000000000, propagate_forward_time: 8.9214191437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155611038
validation[          , genome  5945] predictions:    9656/  10000 (96.56%), best:    9704/10000 (97.04%), error:      1139.78772, best error:       989.29132 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.6411437988s, input_fired_time: 1.1415953636, output_fired_time: 1.1471821070, propagate_forward_time: 44.5879020691, propagate_backward_time: 69.9022216797, weight_update_time: 0.1672015339, other_time: 2.8622436523
epoch time: 9.6111593246s, input_fired_time: 0.1435691267, output_fired_time: 0.0000000000, propagate_forward_time: 8.9524383545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151519775
validation[          , genome  5945] predictions:    9657/  10000 (96.57%), best:    9704/10000 (97.04%), error:      1060.17529, best error:       989.29132 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 119.1096649170s, input_fired_time: 1.1419373751, output_fired_time: 1.1468751431, propagate_forward_time: 44.3303184509, propagate_backward_time: 69.6068496704, weight_update_time: 0.1669193655, other_time: 2.8836898804
epoch time: 9.6298074722s, input_fired_time: 0.1460458040, output_fired_time: 0.0000000000, propagate_forward_time: 8.9543237686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294380188
validation[          , genome  5945] predictions:    9687/  10000 (96.87%), best:    9704/10000 (97.04%), error:      1012.05304, best error:       989.29132 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 118.9641036987s, input_fired_time: 1.1404867172, output_fired_time: 1.1463828087, propagate_forward_time: 44.1806678772, propagate_backward_time: 69.6016616821, weight_update_time: 0.1703267545, other_time: 2.8949050903
epoch time: 9.5824985504s, input_fired_time: 0.1456704289, output_fired_time: 0.0000000000, propagate_forward_time: 8.9117527008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250749588
validation[          , genome  5945] predictions:    9699/  10000 (96.99%), best:    9704/10000 (97.04%), error:      1021.47961, best error:       989.29132 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 118.1973571777s, input_fired_time: 1.1605319977, output_fired_time: 1.1488703489, propagate_forward_time: 43.5452613831, propagate_backward_time: 69.3515090942, weight_update_time: 0.1705243140, other_time: 2.9911880493
epoch time: 9.4812717438s, input_fired_time: 0.1430857778, output_fired_time: 0.0000000000, propagate_forward_time: 8.8270845413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111017227
validation[          , genome  5945] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1048.19519, best error:       989.29132 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 118.5866775513s, input_fired_time: 1.1328111887, output_fired_time: 1.1415892839, propagate_forward_time: 44.2254981995, propagate_backward_time: 69.2204284668, weight_update_time: 0.1665847450, other_time: 2.8663482666
epoch time: 9.6348600388s, input_fired_time: 0.1435298324, output_fired_time: 0.0000000000, propagate_forward_time: 8.9699134827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214166641
validation[          , genome  5945] predictions:    9621/  10000 (96.21%), best:    9704/10000 (97.04%), error:      1295.44897, best error:       989.29132 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 116.6376495361s, input_fired_time: 1.1263515949, output_fired_time: 1.1253888607, propagate_forward_time: 43.2195472717, propagate_backward_time: 68.2853622437, weight_update_time: 0.1655675322, other_time: 2.8810043335
epoch time: 9.6699295044s, input_fired_time: 0.1471888572, output_fired_time: 0.0000000000, propagate_forward_time: 8.9966802597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260601044
validation[          , genome  5945] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1101.05225, best error:       989.29132 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 117.3858566284s, input_fired_time: 1.1361720562, output_fired_time: 1.1399091482, propagate_forward_time: 43.2910079956, propagate_backward_time: 68.8785095215, weight_update_time: 0.1674705744, other_time: 2.9402618408
epoch time: 9.5508375168s, input_fired_time: 0.1439926475, output_fired_time: 0.0000000000, propagate_forward_time: 8.8917236328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151214600
validation[          , genome  5945] predictions:    9653/  10000 (96.53%), best:    9704/10000 (97.04%), error:      1106.37720, best error:       989.29132 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.0681762695s, input_fired_time: 1.1471984386, output_fired_time: 1.1471918821, propagate_forward_time: 44.2912139893, propagate_backward_time: 69.5358123779, weight_update_time: 0.1704494506, other_time: 2.9467544556
epoch time: 9.5246553421s, input_fired_time: 0.1447224468, output_fired_time: 0.0000000000, propagate_forward_time: 8.8615808487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183525085
validation[          , genome  5945] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1088.97363, best error:       989.29132 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 116.3766632080s, input_fired_time: 1.1316657066, output_fired_time: 1.1353688240, propagate_forward_time: 42.6904716492, propagate_backward_time: 68.3966827393, weight_update_time: 0.1683387160, other_time: 3.0224761963
epoch time: 9.6676845551s, input_fired_time: 0.1476017386, output_fired_time: 0.0000000000, propagate_forward_time: 8.9982995987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217828751
validation[          , genome  5945] predictions:    9709/  10000 (97.09%), best:    9704/10000 (97.04%), error:       996.69293, best error:       989.29132 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 117.7117996216s, input_fired_time: 1.1505780220, output_fired_time: 1.1432554722, propagate_forward_time: 43.7270164490, propagate_backward_time: 68.7142944336, weight_update_time: 0.1684919149, other_time: 2.9766540527
epoch time: 9.7761621475s, input_fired_time: 0.1494977176, output_fired_time: 0.0000000000, propagate_forward_time: 9.0955095291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311546326
validation[          , genome  5945] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       950.53912, best error:       950.53912 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.1099472046s, input_fired_time: 1.1441829205, output_fired_time: 1.1472821236, propagate_forward_time: 44.3079109192, propagate_backward_time: 69.6011886597, weight_update_time: 0.1705252975, other_time: 2.9093856812
epoch time: 9.0733013153s, input_fired_time: 0.1422118098, output_fired_time: 0.0000000000, propagate_forward_time: 8.3940420151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370473862
validation[          , genome  5945] predictions:    9634/  10000 (96.34%), best:    9701/10000 (97.01%), error:      1222.31836, best error:       950.53912 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 119.8438491821s, input_fired_time: 1.1556802988, output_fired_time: 1.1491651535, propagate_forward_time: 44.6304473877, propagate_backward_time: 69.9750747681, weight_update_time: 0.1694657058, other_time: 2.9334869385
epoch time: 9.4143428802s, input_fired_time: 0.1443042606, output_fired_time: 0.0000000000, propagate_forward_time: 8.7504615784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195770264
validation[          , genome  5945] predictions:    9724/  10000 (97.24%), best:    9701/10000 (97.01%), error:       963.65417, best error:       950.53912 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 118.7742919922s, input_fired_time: 1.1424198151, output_fired_time: 1.1449196339, propagate_forward_time: 44.1483116150, propagate_backward_time: 69.4192199707, weight_update_time: 0.1703786254, other_time: 2.9194183350
epoch time: 9.4469985962s, input_fired_time: 0.1450857520, output_fired_time: 0.0000000000, propagate_forward_time: 8.7704086304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315046310
validation[          , genome  5945] predictions:    9688/  10000 (96.88%), best:    9701/10000 (97.01%), error:      1043.10010, best error:       950.53912 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 118.9538269043s, input_fired_time: 1.1484758854, output_fired_time: 1.1438667774, propagate_forward_time: 44.2612800598, propagate_backward_time: 69.5071792603, weight_update_time: 0.1689989418, other_time: 2.8930282593
epoch time: 9.6559209824s, input_fired_time: 0.1445282400, output_fired_time: 0.0000000000, propagate_forward_time: 9.0039033890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074892044
validation[          , genome  5945] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       923.62164, best error:       923.62164 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 118.7920532227s, input_fired_time: 1.1378928423, output_fired_time: 1.1465175152, propagate_forward_time: 44.1045188904, propagate_backward_time: 69.5172958374, weight_update_time: 0.1696116924, other_time: 2.8858261108
epoch time: 10.0436315536s, input_fired_time: 0.1556521952, output_fired_time: 0.0000000000, propagate_forward_time: 9.3305654526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574140549
validation[          , genome  5945] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:       989.80096, best error:       923.62164 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.5192565918s, input_fired_time: 1.1524726152, output_fired_time: 1.1481779814, propagate_forward_time: 44.5025444031, propagate_backward_time: 69.7955093384, weight_update_time: 0.1717541665, other_time: 2.9205551147
epoch time: 9.5309400558s, input_fired_time: 0.1454316229, output_fired_time: 0.0000000000, propagate_forward_time: 8.8656749725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198335648
validation[          , genome  5945] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1056.15833, best error:       923.62164 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.1103286743s, input_fired_time: 1.1500412226, output_fired_time: 1.1437429190, propagate_forward_time: 44.3359107971, propagate_backward_time: 69.5993347168, weight_update_time: 0.1698674709, other_time: 2.8813018799
epoch time: 9.5197076797s, input_fired_time: 0.1430705786, output_fired_time: 0.0000000000, propagate_forward_time: 8.8686580658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079793930
validation[          , genome  5945] predictions:    9688/  10000 (96.88%), best:    9722/10000 (97.22%), error:      1040.32739, best error:       923.62164 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.8989028931s, input_fired_time: 1.1459918022, output_fired_time: 1.1408476830, propagate_forward_time: 44.2702713013, propagate_backward_time: 69.4533615112, weight_update_time: 0.1693310738, other_time: 2.8884353638
epoch time: 9.8792629242s, input_fired_time: 0.1586190015, output_fired_time: 0.0000000000, propagate_forward_time: 9.1509523392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696916580
validation[          , genome  5945] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       959.78021, best error:       923.62164 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 118.3082962036s, input_fired_time: 1.1605809927, output_fired_time: 1.1366878748, propagate_forward_time: 44.1675910950, propagate_backward_time: 68.9248046875, weight_update_time: 0.1686017066, other_time: 2.9186248779
epoch time: 8.5271997452s, input_fired_time: 0.1449701637, output_fired_time: 0.0000000000, propagate_forward_time: 7.7728896141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093401909
validation[          , genome  5945] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       998.97107, best error:       923.62164 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.3660049438s, input_fired_time: 1.1537700891, output_fired_time: 1.1492726803, propagate_forward_time: 44.3652954102, propagate_backward_time: 69.8093338013, weight_update_time: 0.1706119329, other_time: 2.8883361816
epoch time: 9.6884603500s, input_fired_time: 0.1500199884, output_fired_time: 0.0000000000, propagate_forward_time: 9.0142107010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242300034
validation[          , genome  5945] predictions:    9692/  10000 (96.92%), best:    9722/10000 (97.22%), error:       990.95898, best error:       923.62164 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 117.5597763062s, input_fired_time: 1.1452200413, output_fired_time: 1.1358880997, propagate_forward_time: 43.6314888000, propagate_backward_time: 68.7451095581, weight_update_time: 0.1671631485, other_time: 2.9020767212
epoch time: 9.7033519745s, input_fired_time: 0.1447594762, output_fired_time: 0.0000000000, propagate_forward_time: 9.0329599380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256328583
validation[          , genome  5945] predictions:    9639/  10000 (96.39%), best:    9722/10000 (97.22%), error:      1173.77100, best error:       923.62164 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 117.4469223022s, input_fired_time: 1.1402151585, output_fired_time: 1.1409029961, propagate_forward_time: 43.2665367126, propagate_backward_time: 68.9655380249, weight_update_time: 0.1689800173, other_time: 2.9337387085
epoch time: 8.4317436218s, input_fired_time: 0.1454146802, output_fired_time: 0.0000000000, propagate_forward_time: 7.7065191269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798101425
validation[          , genome  5945] predictions:    9712/  10000 (97.12%), best:    9722/10000 (97.22%), error:       967.16040, best error:       923.62164 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.4432449341s, input_fired_time: 1.1524220705, output_fired_time: 1.1492608786, propagate_forward_time: 44.4719352722, propagate_backward_time: 69.7622985840, weight_update_time: 0.1694880873, other_time: 2.9073333740
epoch time: 9.6238079071s, input_fired_time: 0.1474102288, output_fired_time: 0.0000000000, propagate_forward_time: 8.9486627579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277347565
validation[          , genome  5945] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:       974.55591, best error:       923.62164 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.8659210205s, input_fired_time: 1.1593924761, output_fired_time: 1.1550363302, propagate_forward_time: 44.6225090027, propagate_backward_time: 70.0274963379, weight_update_time: 0.1718790382, other_time: 2.9014892578
epoch time: 9.6156196594s, input_fired_time: 0.1445546150, output_fired_time: 0.0000000000, propagate_forward_time: 8.9684867859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025787354
validation[          , genome  5945] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1075.26221, best error:       923.62164 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.5982589722s, input_fired_time: 1.1581550837, output_fired_time: 1.1523048878, propagate_forward_time: 45.0140647888, propagate_backward_time: 70.4070205688, weight_update_time: 0.1683741063, other_time: 2.8667068481
epoch time: 9.6266155243s, input_fired_time: 0.1465060115, output_fired_time: 0.0000000000, propagate_forward_time: 8.9672126770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128965378
validation[          , genome  5945] predictions:    9668/  10000 (96.68%), best:    9722/10000 (97.22%), error:      1095.08386, best error:       923.62164 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.2783813477s, input_fired_time: 1.1492842436, output_fired_time: 1.1488339901, propagate_forward_time: 44.4354667664, propagate_backward_time: 69.6918869019, weight_update_time: 0.1671697497, other_time: 2.8529129028
epoch time: 9.3585329056s, input_fired_time: 0.1444050670, output_fired_time: 0.0000000000, propagate_forward_time: 8.6647405624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493869781
validation[          , genome  5945] predictions:    9684/  10000 (96.84%), best:    9722/10000 (97.22%), error:      1014.62451, best error:       923.62164 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 118.0962524414s, input_fired_time: 1.1410034895, output_fired_time: 1.1376111507, propagate_forward_time: 43.7594985962, propagate_backward_time: 69.1715927124, weight_update_time: 0.1681267023, other_time: 2.8865432739
epoch time: 9.7487440109s, input_fired_time: 0.1494236588, output_fired_time: 0.0000000000, propagate_forward_time: 9.0674018860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319185257
validation[          , genome  5945] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:       994.73492, best error:       923.62164 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.8725738525s, input_fired_time: 1.1563731432, output_fired_time: 1.1492460966, propagate_forward_time: 44.6269302368, propagate_backward_time: 70.0674972534, weight_update_time: 0.1680210233, other_time: 2.8725280762
epoch time: 8.1846189499s, input_fired_time: 0.1385978907, output_fired_time: 0.0000000000, propagate_forward_time: 7.4839696884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620517731
validation[          , genome  5945] predictions:    9720/  10000 (97.20%), best:    9722/10000 (97.22%), error:       927.61481, best error:       923.62164 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.0326843262s, input_fired_time: 1.1495059729, output_fired_time: 1.1465928555, propagate_forward_time: 44.3541831970, propagate_backward_time: 69.5236282349, weight_update_time: 0.1660142541, other_time: 2.8587722778
epoch time: 9.7111196518s, input_fired_time: 0.1434231699, output_fired_time: 0.0000000000, propagate_forward_time: 9.0630168915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046796799
validation[          , genome  5945] predictions:    9680/  10000 (96.80%), best:    9722/10000 (97.22%), error:      1055.24390, best error:       923.62164 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.4392089844s, input_fired_time: 1.1386117935, output_fired_time: 1.1354643106, propagate_forward_time: 42.0762825012, propagate_backward_time: 68.0770797729, weight_update_time: 0.1660606414, other_time: 3.0117721558
epoch time: 9.6778802872s, input_fired_time: 0.1461935639, output_fired_time: 0.0000000000, propagate_forward_time: 9.0144624710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172243118
validation[          , genome  5945] predictions:    9660/  10000 (96.60%), best:    9722/10000 (97.22%), error:      1155.33875, best error:       923.62164 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 117.0982894897s, input_fired_time: 1.1433128119, output_fired_time: 1.1351274252, propagate_forward_time: 43.6348228455, propagate_backward_time: 68.3275070190, weight_update_time: 0.1643290520, other_time: 2.8575210571
epoch time: 8.8766927719s, input_fired_time: 0.1465608478, output_fired_time: 0.0000000000, propagate_forward_time: 8.1724891663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576429367
validation[          , genome  5945] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       997.43726, best error:       923.62164 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 119.4110183716s, input_fired_time: 1.1530401707, output_fired_time: 1.1515029669, propagate_forward_time: 44.4013938904, propagate_backward_time: 69.7977447510, weight_update_time: 0.1693001986, other_time: 2.9073333740
epoch time: 9.2047185898s, input_fired_time: 0.1453008950, output_fired_time: 0.0000000000, propagate_forward_time: 8.5157737732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436439514
validation[          , genome  5945] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       962.26654, best error:       923.62164 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.9555358887s, input_fired_time: 1.1562823057, output_fired_time: 1.1556677818, propagate_forward_time: 44.5973167419, propagate_backward_time: 70.1500473022, weight_update_time: 0.1680455208, other_time: 2.8962173462
epoch time: 9.5449953079s, input_fired_time: 0.1476052850, output_fired_time: 0.0000000000, propagate_forward_time: 8.8777799606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196104050
validation[          , genome  5945] predictions:    9727/  10000 (97.27%), best:    9722/10000 (97.22%), error:       963.72797, best error:       923.62164 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.7777786255s, input_fired_time: 1.1621564627, output_fired_time: 1.1582423449, propagate_forward_time: 44.5877571106, propagate_backward_time: 69.9642791748, weight_update_time: 0.1718553603, other_time: 2.9053497314
epoch time: 9.8750658035s, input_fired_time: 0.1539124846, output_fired_time: 0.0000000000, propagate_forward_time: 9.1723070145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488462448
validation[          , genome  5945] predictions:    9735/  10000 (97.35%), best:    9722/10000 (97.22%), error:       963.77277, best error:       923.62164 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 118.1971359253s, input_fired_time: 1.1473228931, output_fired_time: 1.1365653276, propagate_forward_time: 43.8923797607, propagate_backward_time: 69.1374130249, weight_update_time: 0.1669823229, other_time: 2.8834533691
epoch time: 8.9050912857s, input_fired_time: 0.1427549720, output_fired_time: 0.0000000000, propagate_forward_time: 8.2337322235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286045074
validation[          , genome  5945] predictions:    9658/  10000 (96.58%), best:    9722/10000 (97.22%), error:      1125.98047, best error:       923.62164 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 119.4916610718s, input_fired_time: 1.1553311348, output_fired_time: 1.1498575211, propagate_forward_time: 44.5486946106, propagate_backward_time: 69.7716674805, weight_update_time: 0.1674152315, other_time: 2.8661041260
epoch time: 9.5425930023s, input_fired_time: 0.1478458941, output_fired_time: 0.0000000000, propagate_forward_time: 8.8677177429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270290375
validation[          , genome  5945] predictions:    9725/  10000 (97.25%), best:    9722/10000 (97.22%), error:       949.03601, best error:       923.62164 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 118.7267837524s, input_fired_time: 1.1558691263, output_fired_time: 1.1483433247, propagate_forward_time: 44.0977630615, propagate_backward_time: 69.4031982422, weight_update_time: 0.1697594821, other_time: 2.9216079712
epoch time: 9.6019859314s, input_fired_time: 0.1463042796, output_fired_time: 0.0000000000, propagate_forward_time: 8.9318599701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5238218307
validation[          , genome  5945] predictions:    9676/  10000 (96.76%), best:    9722/10000 (97.22%), error:      1053.93481, best error:       923.62164 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 116.8577117920s, input_fired_time: 1.1486645937, output_fired_time: 1.1428691149, propagate_forward_time: 42.8425445557, propagate_backward_time: 68.7420806885, weight_update_time: 0.1665956974, other_time: 2.9815521240
epoch time: 9.6144952774s, input_fired_time: 0.1475785226, output_fired_time: 0.0000000000, propagate_forward_time: 8.9426803589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242366791
validation[          , genome  5945] predictions:    9711/  10000 (97.11%), best:    9722/10000 (97.22%), error:       961.36005, best error:       923.62164 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.3767318726s, input_fired_time: 1.1628553867, output_fired_time: 1.1428074837, propagate_forward_time: 44.5183906555, propagate_backward_time: 69.6730575562, weight_update_time: 0.1673881412, other_time: 2.8796157837
epoch time: 9.6126527786s, input_fired_time: 0.1476508528, output_fired_time: 0.0000000000, propagate_forward_time: 8.9361610413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288410187
validation[          , genome  5945] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:       996.63275, best error:       923.62164 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 117.4240417480s, input_fired_time: 1.1556185484, output_fired_time: 1.1288638115, propagate_forward_time: 43.6717109680, propagate_backward_time: 68.5904159546, weight_update_time: 0.1664637178, other_time: 2.8774337769
epoch time: 9.7466096878s, input_fired_time: 0.1515624970, output_fired_time: 0.0000000000, propagate_forward_time: 9.0675096512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275373459
validation[          , genome  5945] predictions:    9690/  10000 (96.90%), best:    9722/10000 (97.22%), error:      1028.09265, best error:       923.62164 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 117.9058685303s, input_fired_time: 1.1558883190, output_fired_time: 1.1465711594, propagate_forward_time: 43.5814971924, propagate_backward_time: 69.0993270874, weight_update_time: 0.1668135077, other_time: 2.9225845337
epoch time: 9.5647439957s, input_fired_time: 0.1481882483, output_fired_time: 0.0000000000, propagate_forward_time: 8.8913726807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251827240
validation[          , genome  5945] predictions:    9684/  10000 (96.84%), best:    9722/10000 (97.22%), error:      1061.76587, best error:       923.62164 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 118.3772277832s, input_fired_time: 1.1458566189, output_fired_time: 1.1394908428, propagate_forward_time: 43.9824409485, propagate_backward_time: 69.2421188354, weight_update_time: 0.1662543565, other_time: 2.8673171997
epoch time: 9.7317705154s, input_fired_time: 0.1563511491, output_fired_time: 0.0000000000, propagate_forward_time: 9.0119571686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634622574
validation[          , genome  5945] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1037.92334, best error:       923.62164 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.4268264771s, input_fired_time: 1.1632844210, output_fired_time: 1.1479357481, propagate_forward_time: 44.5835685730, propagate_backward_time: 69.6573181152, weight_update_time: 0.1683888435, other_time: 2.8747253418
epoch time: 9.8116598129s, input_fired_time: 0.1530670822, output_fired_time: 0.0000000000, propagate_forward_time: 9.1309223175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276708603
validation[          , genome  5945] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:      1002.88806, best error:       923.62164 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.8976440430s, input_fired_time: 1.1589986086, output_fired_time: 1.1481155157, propagate_forward_time: 44.8145446777, propagate_backward_time: 69.9091339111, weight_update_time: 0.1682259291, other_time: 2.8668518066
epoch time: 9.6830081940s, input_fired_time: 0.1502569914, output_fired_time: 0.0000000000, propagate_forward_time: 9.0114450455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213060379
validation[          , genome  5945] predictions:    9686/  10000 (96.86%), best:    9722/10000 (97.22%), error:      1016.01770, best error:       923.62164 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.8455581665s, input_fired_time: 1.1591873169, output_fired_time: 1.1500391960, propagate_forward_time: 44.6562423706, propagate_backward_time: 70.0042648315, weight_update_time: 0.1715751439, other_time: 2.8758239746
epoch time: 10.2119550705s, input_fired_time: 0.1593371630, output_fired_time: 0.0000000000, propagate_forward_time: 9.4980030060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546150208
validation[          , genome  5945] predictions:    9684/  10000 (96.84%), best:    9722/10000 (97.22%), error:      1035.20483, best error:       923.62164 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 120.1782302856s, input_fired_time: 1.1672967672, output_fired_time: 1.1543530226, propagate_forward_time: 44.7041015625, propagate_backward_time: 70.2307968140, weight_update_time: 0.1701686978, other_time: 2.9216842651
epoch time: 9.1944751740s, input_fired_time: 0.1431741118, output_fired_time: 0.0000000000, propagate_forward_time: 8.5299892426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213117599
validation[          , genome  5945] predictions:    9693/  10000 (96.93%), best:    9722/10000 (97.22%), error:      1032.69238, best error:       923.62164 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 118.0980148315s, input_fired_time: 1.1416895390, output_fired_time: 1.1374317408, propagate_forward_time: 43.7971496582, propagate_backward_time: 69.1575317383, weight_update_time: 0.1679597944, other_time: 2.8642120361
epoch time: 9.5631361008s, input_fired_time: 0.1499061733, output_fired_time: 0.0000000000, propagate_forward_time: 8.9094572067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037727356
validation[          , genome  5945] predictions:    9733/  10000 (97.33%), best:    9722/10000 (97.22%), error:       933.25604, best error:       923.62164 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.0337753296s, input_fired_time: 1.1611216068, output_fired_time: 1.1496739388, propagate_forward_time: 44.8050460815, propagate_backward_time: 70.0395889282, weight_update_time: 0.1685700268, other_time: 2.8783416748
epoch time: 9.6690254211s, input_fired_time: 0.1489674747, output_fired_time: 0.0000000000, propagate_forward_time: 8.9983386993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217189789
validation[          , genome  5945] predictions:    9708/  10000 (97.08%), best:    9722/10000 (97.22%), error:      1002.23944, best error:       923.62164 on epoch:    66, 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: 46.7500495911s, input_fired_time: 0.7248224616, output_fired_time: 0.0000000000, propagate_forward_time: 43.2435150146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7817115784
best training[          , genome  5945] predictions:   49326/  50000 (98.65%), best:    9722/10000 (97.22%), error:      2550.01099, best error:       923.62164 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.4907236099s, input_fired_time: 0.1430039853, output_fired_time: 0.0000000000, propagate_forward_time: 8.8461923599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015268326
   testing[          , genome  5945] predictions:    9740/  10000 (97.40%), best:    9722/10000 (97.22%), error:       836.99786, best error:       923.62164 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:56:04 (1296): called boinc_finish(0)

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