Nameexact_genome_1512568488_44_6586_0
Workunit2604274
Created7 Dec 2017, 20:49:16 UTC
Sent7 Dec 2017, 20:55:57 UTC
Report deadline17 Dec 2017, 12:03:03 UTC
Received8 Dec 2017, 22:17:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time4 hours 41 min 29 sec
CPU time4 hours 40 min 48 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.97 MB
Peak swap size153.84 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
00, weight_update_time: 0.1563739330, other_time: 2.3463287354
epoch time: 12.7862787247s, input_fired_time: 0.1472384036, output_fired_time: 0.0000000000, propagate_forward_time: 12.2187070847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203329086
validation[          , genome  6586] predictions:    9610/  10000 (96.10%), best:    9692/10000 (96.92%), error:      1215.70850, best error:       955.45172 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 153.0885162354s, input_fired_time: 1.3184087276, output_fired_time: 1.0673394203, propagate_forward_time: 60.6868667603, propagate_backward_time: 87.6457595825, weight_update_time: 0.1488145441, other_time: 2.3701477051
epoch time: 12.7132396698s, input_fired_time: 0.1463892460, output_fired_time: 0.0000000000, propagate_forward_time: 12.1467132568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201374054
validation[          , genome  6586] predictions:    9678/  10000 (96.78%), best:    9692/10000 (96.92%), error:      1083.21594, best error:       955.45172 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.4429016113s, input_fired_time: 1.3143924475, output_fired_time: 1.0612943172, propagate_forward_time: 60.4065780640, propagate_backward_time: 87.3019485474, weight_update_time: 0.1477249563, other_time: 2.3586883545
epoch time: 12.6171188354s, input_fired_time: 0.1441245377, output_fired_time: 0.0000000000, propagate_forward_time: 12.0523643494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206295013
validation[          , genome  6586] predictions:    9702/  10000 (97.02%), best:    9692/10000 (96.92%), error:      1023.71503, best error:       955.45172 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 152.8914794922s, input_fired_time: 1.3344913721, output_fired_time: 1.0725802183, propagate_forward_time: 60.7325286865, propagate_backward_time: 87.3771667480, weight_update_time: 0.1668355316, other_time: 2.3747100830
epoch time: 12.6740503311s, input_fired_time: 0.1480720490, output_fired_time: 0.0000000000, propagate_forward_time: 12.1034526825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225254059
validation[          , genome  6586] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       905.80804, best error:       905.80804 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 155.7715454102s, input_fired_time: 1.3481985331, output_fired_time: 1.1175286770, propagate_forward_time: 61.4001960754, propagate_backward_time: 89.3781890869, weight_update_time: 0.1529501081, other_time: 2.5274353027
epoch time: 12.7666511536s, input_fired_time: 0.1465833187, output_fired_time: 0.0000000000, propagate_forward_time: 12.1985845566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214830399
validation[          , genome  6586] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       905.21289, best error:       905.21289 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 155.1397552490s, input_fired_time: 1.3353592157, output_fired_time: 1.1056551933, propagate_forward_time: 61.1616973877, propagate_backward_time: 89.0507736206, weight_update_time: 0.1524108648, other_time: 2.4862747192
epoch time: 12.7377710342s, input_fired_time: 0.1486078501, output_fired_time: 0.0000000000, propagate_forward_time: 12.1653594971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238033295
validation[          , genome  6586] predictions:    9683/  10000 (96.83%), best:    9738/10000 (97.38%), error:      1054.48560, best error:       905.21289 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.9403533936s, input_fired_time: 1.3164430857, output_fired_time: 1.0699142218, propagate_forward_time: 60.6175842285, propagate_backward_time: 87.6067047119, weight_update_time: 0.1485930830, other_time: 2.3297119141
epoch time: 12.7274131775s, input_fired_time: 0.1469421685, output_fired_time: 0.0000000000, propagate_forward_time: 12.1581659317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223051071
validation[          , genome  6586] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:       968.03485, best error:       905.21289 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 153.5392913818s, input_fired_time: 1.3192843199, output_fired_time: 1.0692894459, propagate_forward_time: 60.9228324890, propagate_backward_time: 87.8926162720, weight_update_time: 0.1493678689, other_time: 2.3352584839
epoch time: 12.7250709534s, input_fired_time: 0.1465016603, output_fired_time: 0.0000000000, propagate_forward_time: 12.1569881439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215812683
validation[          , genome  6586] predictions:    9690/  10000 (96.90%), best:    9738/10000 (97.38%), error:       992.32007, best error:       905.21289 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 153.5298156738s, input_fired_time: 1.3215945959, output_fired_time: 1.0691962242, propagate_forward_time: 60.9202461243, propagate_backward_time: 87.8882141113, weight_update_time: 0.1489529163, other_time: 2.3305664062
epoch time: 12.7962093353s, input_fired_time: 0.1471737027, output_fired_time: 0.0000000000, propagate_forward_time: 12.2273874283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216480255
validation[          , genome  6586] predictions:    9733/  10000 (97.33%), best:    9738/10000 (97.38%), error:       916.94226, best error:       905.21289 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.6691131592s, input_fired_time: 1.3246949911, output_fired_time: 1.0672044754, propagate_forward_time: 61.0255165100, propagate_backward_time: 87.9136657715, weight_update_time: 0.1494149566, other_time: 2.3380432129
epoch time: 12.7882566452s, input_fired_time: 0.1468577236, output_fired_time: 0.0000000000, propagate_forward_time: 12.2205848694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208145142
validation[          , genome  6586] predictions:    9693/  10000 (96.93%), best:    9738/10000 (97.38%), error:       979.79297, best error:       905.21289 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 153.7778167725s, input_fired_time: 1.3244484663, output_fired_time: 1.0697996616, propagate_forward_time: 61.0642547607, propagate_backward_time: 87.9877853394, weight_update_time: 0.1492983848, other_time: 2.3315353394
epoch time: 12.7847852707s, input_fired_time: 0.1460251510, output_fired_time: 0.0000000000, propagate_forward_time: 12.2179365158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208240509
validation[          , genome  6586] predictions:    9694/  10000 (96.94%), best:    9738/10000 (97.38%), error:      1032.69531, best error:       905.21289 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 153.7347717285s, input_fired_time: 1.3230700493, output_fired_time: 1.0734118223, propagate_forward_time: 61.1189575195, propagate_backward_time: 87.8663635254, weight_update_time: 0.1489056200, other_time: 2.3529663086
epoch time: 12.8788270950s, input_fired_time: 0.1488658786, output_fired_time: 0.0000000000, propagate_forward_time: 12.3084192276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215421677
validation[          , genome  6586] predictions:    9722/  10000 (97.22%), best:    9738/10000 (97.38%), error:       908.23370, best error:       905.21289 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 153.2965393066s, input_fired_time: 1.3241350651, output_fired_time: 1.0689594746, propagate_forward_time: 60.8396606445, propagate_backward_time: 87.7287292480, weight_update_time: 0.1488042027, other_time: 2.3350524902
epoch time: 12.7031316757s, input_fired_time: 0.1475703418, output_fired_time: 0.0000000000, propagate_forward_time: 12.1304025650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251585007
validation[          , genome  6586] predictions:    9723/  10000 (97.23%), best:    9738/10000 (97.38%), error:       908.21112, best error:       905.21289 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 154.6271362305s, input_fired_time: 1.3434920311, output_fired_time: 1.0985590219, propagate_forward_time: 61.0551490784, propagate_backward_time: 88.6537399292, weight_update_time: 0.1511975676, other_time: 2.4762039185
epoch time: 13.0285940170s, input_fired_time: 0.1502384245, output_fired_time: 0.0000000000, propagate_forward_time: 12.3653106689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130453110
validation[          , genome  6586] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       846.01447, best error:       846.01447 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 154.7692413330s, input_fired_time: 1.3376938105, output_fired_time: 1.1275867224, propagate_forward_time: 60.9514541626, propagate_backward_time: 88.8651046753, weight_update_time: 0.1515844464, other_time: 2.4873962402
epoch time: 12.6969470978s, input_fired_time: 0.1496283412, output_fired_time: 0.0000000000, propagate_forward_time: 12.1279268265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193916321
validation[          , genome  6586] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       830.40210, best error:       830.40210 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 152.6155242920s, input_fired_time: 1.3164837360, output_fired_time: 1.0946942568, propagate_forward_time: 60.5765914917, propagate_backward_time: 87.2922821045, weight_update_time: 0.1475326568, other_time: 2.3354721069
epoch time: 12.6467227936s, input_fired_time: 0.1484079212, output_fired_time: 0.0000000000, propagate_forward_time: 12.0781612396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201536179
validation[          , genome  6586] predictions:    9693/  10000 (96.93%), best:    9757/10000 (97.57%), error:      1032.53796, best error:       830.40210 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 152.1526184082s, input_fired_time: 1.3196916580, output_fired_time: 1.0633883476, propagate_forward_time: 60.3832244873, propagate_backward_time: 87.0538482666, weight_update_time: 0.1474567652, other_time: 2.3324737549
epoch time: 12.6442880630s, input_fired_time: 0.1478633434, output_fired_time: 0.0000000000, propagate_forward_time: 12.0748500824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215745926
validation[          , genome  6586] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       943.63367, best error:       830.40210 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 154.0099487305s, input_fired_time: 1.3323621750, output_fired_time: 1.0738928318, propagate_forward_time: 61.0445785522, propagate_backward_time: 88.2300109863, weight_update_time: 0.1490273625, other_time: 2.3290939331
epoch time: 12.7851753235s, input_fired_time: 0.1475961357, output_fired_time: 0.0000000000, propagate_forward_time: 12.2157325745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218463898
validation[          , genome  6586] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       958.29199, best error:       830.40210 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 153.6228027344s, input_fired_time: 1.3281551600, output_fired_time: 1.0701626539, propagate_forward_time: 60.9711112976, propagate_backward_time: 87.9199523926, weight_update_time: 0.1489219218, other_time: 2.3334197998
epoch time: 12.7814025879s, input_fired_time: 0.1484176517, output_fired_time: 0.0000000000, propagate_forward_time: 12.2124614716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205236435
validation[          , genome  6586] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       886.77686, best error:       830.40210 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 153.8166809082s, input_fired_time: 1.3330135345, output_fired_time: 1.0663878918, propagate_forward_time: 61.1083450317, propagate_backward_time: 87.9747314453, weight_update_time: 0.1493813843, other_time: 2.3342056274
epoch time: 12.7807044983s, input_fired_time: 0.1487366110, output_fired_time: 0.0000000000, propagate_forward_time: 12.2123212814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196462631
validation[          , genome  6586] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       897.77740, best error:       830.40210 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 153.6791839600s, input_fired_time: 1.3299227953, output_fired_time: 1.0707551241, propagate_forward_time: 60.9736862183, propagate_backward_time: 87.9675064087, weight_update_time: 0.1493541300, other_time: 2.3373107910
epoch time: 12.7551298141s, input_fired_time: 0.1480341405, output_fired_time: 0.0000000000, propagate_forward_time: 12.1849327087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221630096
validation[          , genome  6586] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       939.15894, best error:       830.40210 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 153.7634735107s, input_fired_time: 1.3296736479, output_fired_time: 1.0688242912, propagate_forward_time: 61.0703811646, propagate_backward_time: 87.9535217285, weight_update_time: 0.1493203193, other_time: 2.3410873413
epoch time: 12.7790184021s, input_fired_time: 0.1493391544, output_fired_time: 0.0000000000, propagate_forward_time: 12.2079620361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217176437
validation[          , genome  6586] predictions:    9675/  10000 (96.75%), best:    9757/10000 (97.57%), error:      1026.18799, best error:       830.40210 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 154.2272033691s, input_fired_time: 1.3382201195, output_fired_time: 1.0809869766, propagate_forward_time: 61.1044692993, propagate_backward_time: 88.3292083740, weight_update_time: 0.1500346363, other_time: 2.3743057251
epoch time: 12.7821235657s, input_fired_time: 0.1483926922, output_fired_time: 0.0000000000, propagate_forward_time: 12.2111930847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225378036
validation[          , genome  6586] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       843.44543, best error:       830.40210 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 153.2314910889s, input_fired_time: 1.3283951283, output_fired_time: 1.0663603544, propagate_forward_time: 60.8270683289, propagate_backward_time: 87.6778869629, weight_update_time: 0.1481426656, other_time: 2.3317718506
epoch time: 12.6526336670s, input_fired_time: 0.1475816071, output_fired_time: 0.0000000000, propagate_forward_time: 12.0860652924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189863205
validation[          , genome  6586] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:      1008.81873, best error:       830.40210 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 156.8189544678s, input_fired_time: 1.3582674265, output_fired_time: 1.1544942856, propagate_forward_time: 61.6436843872, propagate_backward_time: 90.0955963135, weight_update_time: 0.1547123939, other_time: 2.5669174194
epoch time: 13.0349826813s, input_fired_time: 0.1505725086, output_fired_time: 0.0000000000, propagate_forward_time: 12.3782253265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061845779
validation[          , genome  6586] predictions:    9690/  10000 (96.90%), best:    9757/10000 (97.57%), error:       999.95551, best error:       830.40210 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 154.0800781250s, input_fired_time: 1.3369576931, output_fired_time: 1.0727568865, propagate_forward_time: 61.1462211609, propagate_backward_time: 88.1727676392, weight_update_time: 0.1497775763, other_time: 2.3513717651
epoch time: 12.7651443481s, input_fired_time: 0.1499825567, output_fired_time: 0.0000000000, propagate_forward_time: 12.1948213577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203405380
validation[          , genome  6586] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       921.91907, best error:       830.40210 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.8813781738s, input_fired_time: 1.3340607882, output_fired_time: 1.0675418377, propagate_forward_time: 61.0755577087, propagate_backward_time: 88.0699844360, weight_update_time: 0.1493337452, other_time: 2.3342361450
epoch time: 12.9068393707s, input_fired_time: 0.1498120278, output_fired_time: 0.0000000000, propagate_forward_time: 12.3354167938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216108322
validation[          , genome  6586] predictions:    9723/  10000 (97.23%), best:    9757/10000 (97.57%), error:       889.28296, best error:       830.40210 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 153.9134063721s, input_fired_time: 1.3341102600, output_fired_time: 1.0735272169, propagate_forward_time: 61.0100364685, propagate_backward_time: 88.1624069214, weight_update_time: 0.1497016251, other_time: 2.3333206177
epoch time: 12.7472105026s, input_fired_time: 0.1486822665, output_fired_time: 0.0000000000, propagate_forward_time: 12.1788578033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196701050
validation[          , genome  6586] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       743.22675, best error:       743.22675 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 153.6694641113s, input_fired_time: 1.3311715126, output_fired_time: 1.0641138554, propagate_forward_time: 61.0622138977, propagate_backward_time: 87.8767318726, weight_update_time: 0.1489777118, other_time: 2.3352279663
epoch time: 12.8183126450s, input_fired_time: 0.1514212638, output_fired_time: 0.0000000000, propagate_forward_time: 12.2457590103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211320877
validation[          , genome  6586] predictions:    9732/  10000 (97.32%), best:    9779/10000 (97.79%), error:       860.67419, best error:       743.22675 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 153.5073852539s, input_fired_time: 1.3325383663, output_fired_time: 1.0706743002, propagate_forward_time: 60.8913269043, propagate_backward_time: 87.8809661865, weight_update_time: 0.1493710279, other_time: 2.3318786621
epoch time: 12.7849597931s, input_fired_time: 0.1509434730, output_fired_time: 0.0000000000, propagate_forward_time: 12.2119197845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220962524
validation[          , genome  6586] predictions:    9569/  10000 (95.69%), best:    9779/10000 (97.79%), error:      1402.91699, best error:       743.22675 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 153.8205566406s, input_fired_time: 1.3332486153, output_fired_time: 1.0654830933, propagate_forward_time: 61.0980606079, propagate_backward_time: 87.9888076782, weight_update_time: 0.1492239237, other_time: 2.3349456787
epoch time: 12.7776966095s, input_fired_time: 0.1497400850, output_fired_time: 0.0000000000, propagate_forward_time: 12.2081127167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198436737
validation[          , genome  6586] predictions:    9741/  10000 (97.41%), best:    9779/10000 (97.79%), error:       861.51044, best error:       743.22675 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 156.1087341309s, input_fired_time: 1.3637033701, output_fired_time: 1.1220211983, propagate_forward_time: 61.3962936401, propagate_backward_time: 89.6921234131, weight_update_time: 0.1540304124, other_time: 2.5345840454
epoch time: 12.8733139038s, input_fired_time: 0.1529181600, output_fired_time: 0.0000000000, propagate_forward_time: 12.2168216705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035743713
validation[          , genome  6586] predictions:    9624/  10000 (96.24%), best:    9779/10000 (97.79%), error:      1214.34778, best error:       743.22675 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.9667053223s, input_fired_time: 1.3601436615, output_fired_time: 1.0740045309, propagate_forward_time: 61.0167236328, propagate_backward_time: 88.1634216309, weight_update_time: 0.1494273245, other_time: 2.3524169922
epoch time: 12.7346658707s, input_fired_time: 0.1485949010, output_fired_time: 0.0000000000, propagate_forward_time: 12.1673650742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187059402
validation[          , genome  6586] predictions:    9743/  10000 (97.43%), best:    9779/10000 (97.79%), error:       865.41821, best error:       743.22675 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 153.4978332520s, input_fired_time: 1.3351527452, output_fired_time: 1.0704931021, propagate_forward_time: 60.8535537720, propagate_backward_time: 87.9100723267, weight_update_time: 0.1490666419, other_time: 2.3285522461
epoch time: 12.9070634842s, input_fired_time: 0.1500475258, output_fired_time: 0.0000000000, propagate_forward_time: 12.3378124237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192037582
validation[          , genome  6586] predictions:    9743/  10000 (97.43%), best:    9779/10000 (97.79%), error:       841.83240, best error:       743.22675 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 153.7712097168s, input_fired_time: 1.3300992250, output_fired_time: 1.0637916327, propagate_forward_time: 61.0060310364, propagate_backward_time: 88.0307083130, weight_update_time: 0.1507380605, other_time: 2.3405838013
epoch time: 12.6252660751s, input_fired_time: 0.1496628523, output_fired_time: 0.0000000000, propagate_forward_time: 12.0493698120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262332916
validation[          , genome  6586] predictions:    9766/  10000 (97.66%), best:    9779/10000 (97.79%), error:       798.87830, best error:       743.22675 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 153.3159484863s, input_fired_time: 1.3368107080, output_fired_time: 1.0650779009, propagate_forward_time: 60.7889938354, propagate_backward_time: 87.7570877075, weight_update_time: 0.1478552371, other_time: 2.3679809570
epoch time: 12.7843379974s, input_fired_time: 0.1492928118, output_fired_time: 0.0000000000, propagate_forward_time: 12.2103929520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246520996
validation[          , genome  6586] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       872.61426, best error:       743.22675 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 153.2859191895s, input_fired_time: 1.3298957348, output_fired_time: 1.0677224398, propagate_forward_time: 60.8108787537, propagate_backward_time: 87.7493591309, weight_update_time: 0.1492080837, other_time: 2.3280639648
epoch time: 12.7211933136s, input_fired_time: 0.1497186273, output_fired_time: 0.0000000000, propagate_forward_time: 12.1509780884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204969406
validation[          , genome  6586] predictions:    9755/  10000 (97.55%), best:    9779/10000 (97.79%), error:       806.77582, best error:       743.22675 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 154.2150268555s, input_fired_time: 1.3397630453, output_fired_time: 1.0820208788, propagate_forward_time: 61.0545883179, propagate_backward_time: 88.3386993408, weight_update_time: 0.1501754671, other_time: 2.3999557495
epoch time: 13.0192222595s, input_fired_time: 0.1516412646, output_fired_time: 0.0000000000, propagate_forward_time: 12.3615388870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060424805
validation[          , genome  6586] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       809.96136, best error:       743.22675 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 157.1079254150s, input_fired_time: 1.3701945543, output_fired_time: 1.1449799538, propagate_forward_time: 61.5176048279, propagate_backward_time: 90.4641342163, weight_update_time: 0.1561676264, other_time: 2.6110153198
epoch time: 12.7697992325s, input_fired_time: 0.1506830007, output_fired_time: 0.0000000000, propagate_forward_time: 12.1967582703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223575592
validation[          , genome  6586] predictions:    9737/  10000 (97.37%), best:    9779/10000 (97.79%), error:       879.33771, best error:       743.22675 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 153.5096588135s, input_fired_time: 1.3361901045, output_fired_time: 1.0664573908, propagate_forward_time: 60.9171905518, propagate_backward_time: 87.8578414917, weight_update_time: 0.1482684761, other_time: 2.3319778442
epoch time: 12.6434764862s, input_fired_time: 0.1498524249, output_fired_time: 0.0000000000, propagate_forward_time: 12.0704565048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231672287
validation[          , genome  6586] predictions:    9734/  10000 (97.34%), best:    9779/10000 (97.79%), error:       881.99048, best error:       743.22675 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 154.5913391113s, input_fired_time: 1.3407969475, output_fired_time: 1.1013877392, propagate_forward_time: 61.1775474548, propagate_backward_time: 88.5529022217, weight_update_time: 0.1494162381, other_time: 2.4187011719
epoch time: 12.6795272827s, input_fired_time: 0.1514686644, output_fired_time: 0.0000000000, propagate_forward_time: 12.1080055237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200534821
validation[          , genome  6586] predictions:    9755/  10000 (97.55%), best:    9779/10000 (97.79%), error:       812.05396, best error:       743.22675 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.5021667480s, input_fired_time: 1.3366624117, output_fired_time: 1.0899158716, propagate_forward_time: 60.8588104248, propagate_backward_time: 87.8349227905, weight_update_time: 0.1490453333, other_time: 2.3818435669
epoch time: 12.6625232697s, input_fired_time: 0.1505796909, output_fired_time: 0.0000000000, propagate_forward_time: 12.0911664963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207773209
validation[          , genome  6586] predictions:    9726/  10000 (97.26%), best:    9779/10000 (97.79%), error:       903.40210, best error:       743.22675 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.4910278320s, input_fired_time: 1.3314776421, output_fired_time: 1.0671123266, propagate_forward_time: 60.4266624451, propagate_backward_time: 87.3348770142, weight_update_time: 0.1480582207, other_time: 2.3308944702
epoch time: 12.8671188354s, input_fired_time: 0.1500145942, output_fired_time: 0.0000000000, propagate_forward_time: 12.2943153381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227886200
validation[          , genome  6586] predictions:    9759/  10000 (97.59%), best:    9779/10000 (97.79%), error:       838.95941, best error:       743.22675 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 154.5815887451s, input_fired_time: 1.3769387007, output_fired_time: 1.0733604431, propagate_forward_time: 61.2311325073, propagate_backward_time: 88.5457458496, weight_update_time: 0.1483269781, other_time: 2.3544082642
epoch time: 12.6598949432s, input_fired_time: 0.1525633186, output_fired_time: 0.0000000000, propagate_forward_time: 12.0852289200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221029282
validation[          , genome  6586] predictions:    9686/  10000 (96.86%), best:    9779/10000 (97.79%), error:      1020.02966, best error:       743.22675 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 152.7146301270s, input_fired_time: 1.3292487860, output_fired_time: 1.0613619089, propagate_forward_time: 60.6265335083, propagate_backward_time: 87.3551712036, weight_update_time: 0.1473759413, other_time: 2.3423156738
epoch time: 12.6494836807s, input_fired_time: 0.1512034088, output_fired_time: 0.0000000000, propagate_forward_time: 12.0767030716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215774536
validation[          , genome  6586] predictions:    9709/  10000 (97.09%), best:    9779/10000 (97.79%), error:      1026.95715, best error:       743.22675 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 153.4244842529s, input_fired_time: 1.3607876301, output_fired_time: 1.0712783337, propagate_forward_time: 60.7130050659, propagate_backward_time: 87.9053497314, weight_update_time: 0.1486866772, other_time: 2.3740615845
epoch time: 12.6604070663s, input_fired_time: 0.1506352127, output_fired_time: 0.0000000000, propagate_forward_time: 12.0898790359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198932648
validation[          , genome  6586] predictions:    9758/  10000 (97.58%), best:    9779/10000 (97.79%), error:       791.36389, best error:       743.22675 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 153.1262969971s, input_fired_time: 1.3365720510, output_fired_time: 1.0630397797, propagate_forward_time: 60.7886009216, propagate_backward_time: 87.6068725586, weight_update_time: 0.1481160074, other_time: 2.3312072754
epoch time: 12.7918586731s, input_fired_time: 0.1519035548, output_fired_time: 0.0000000000, propagate_forward_time: 12.2176284790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223270416
validation[          , genome  6586] predictions:    9741/  10000 (97.41%), best:    9779/10000 (97.79%), error:       879.24805, best error:       743.22675 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 153.0371704102s, input_fired_time: 1.3339234591, output_fired_time: 1.0646444559, propagate_forward_time: 60.7567825317, propagate_backward_time: 87.5480957031, weight_update_time: 0.1482654661, other_time: 2.3337173462
epoch time: 12.6463222504s, input_fired_time: 0.1505890042, output_fired_time: 0.0000000000, propagate_forward_time: 12.0734462738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222869873
validation[          , genome  6586] predictions:    9694/  10000 (96.94%), best:    9779/10000 (97.79%), error:       961.26996, best error:       743.22675 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 152.7160034180s, input_fired_time: 1.3326119184, output_fired_time: 1.0724291801, propagate_forward_time: 60.5358276367, propagate_backward_time: 87.4413528442, weight_update_time: 0.1484536231, other_time: 2.3337783813
epoch time: 12.7523078918s, input_fired_time: 0.1505935937, output_fired_time: 0.0000000000, propagate_forward_time: 12.1821565628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195575714
validation[          , genome  6586] predictions:    9724/  10000 (97.24%), best:    9779/10000 (97.79%), error:       893.28473, best error:       743.22675 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 153.6116943359s, input_fired_time: 1.3420109749, output_fired_time: 1.0726532936, propagate_forward_time: 60.9013252258, propagate_backward_time: 87.9606857300, weight_update_time: 0.1495563984, other_time: 2.3350296021
epoch time: 12.8067569733s, input_fired_time: 0.1508408487, output_fired_time: 0.0000000000, propagate_forward_time: 12.2371540070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187622070
validation[          , genome  6586] predictions:    9757/  10000 (97.57%), best:    9779/10000 (97.79%), error:       801.91949, best error:       743.22675 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 154.5376586914s, input_fired_time: 1.3492107391, output_fired_time: 1.0837143660, propagate_forward_time: 61.1544532776, propagate_backward_time: 88.5545120239, weight_update_time: 0.1507811546, other_time: 2.3957748413
epoch time: 12.7783679962s, input_fired_time: 0.1510943323, output_fired_time: 0.0000000000, propagate_forward_time: 12.2065258026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207477570
validation[          , genome  6586] predictions:    9747/  10000 (97.47%), best:    9779/10000 (97.79%), error:       842.86639, best error:       743.22675 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 153.8318328857s, input_fired_time: 1.3423098326, output_fired_time: 1.0671916008, propagate_forward_time: 61.0637741089, propagate_backward_time: 88.0267333984, weight_update_time: 0.1491605192, other_time: 2.3318252563
epoch time: 12.8114891052s, input_fired_time: 0.1520968378, output_fired_time: 0.0000000000, propagate_forward_time: 12.2357339859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236583710
validation[          , genome  6586] predictions:    9724/  10000 (97.24%), best:    9779/10000 (97.79%), error:       926.68945, best error:       743.22675 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 154.5102386475s, input_fired_time: 1.3498283625, output_fired_time: 1.0848479271, propagate_forward_time: 61.1198501587, propagate_backward_time: 88.5610198975, weight_update_time: 0.1511866450, other_time: 2.3946914673
epoch time: 12.7754297256s, input_fired_time: 0.1520046592, output_fired_time: 0.0000000000, propagate_forward_time: 12.2047882080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186372757
validation[          , genome  6586] predictions:    9762/  10000 (97.62%), best:    9779/10000 (97.79%), error:       842.30237, best error:       743.22675 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 152.9849853516s, input_fired_time: 1.3396066427, output_fired_time: 1.0697364807, propagate_forward_time: 60.6137123108, propagate_backward_time: 87.6320266724, weight_update_time: 0.1485234797, other_time: 2.3299179077
epoch time: 12.6100902557s, input_fired_time: 0.1520673037, output_fired_time: 0.0000000000, propagate_forward_time: 12.0368099213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212131500
validation[          , genome  6586] predictions:    9767/  10000 (97.67%), best:    9779/10000 (97.79%), error:       791.05194, best error:       743.22675 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 152.0571899414s, input_fired_time: 1.3325928450, output_fired_time: 1.0669848919, propagate_forward_time: 60.1881752014, propagate_backward_time: 87.1449127197, weight_update_time: 0.1473462284, other_time: 2.3245239258
epoch time: 12.6075458527s, input_fired_time: 0.1508615315, output_fired_time: 0.0000000000, propagate_forward_time: 12.0332612991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234228134
validation[          , genome  6586] predictions:    9772/  10000 (97.72%), best:    9779/10000 (97.79%), error:       782.73059, best error:       743.22675 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.7230377197s, input_fired_time: 1.3318864107, output_fired_time: 1.0584505796, propagate_forward_time: 60.6182250977, propagate_backward_time: 87.3498077393, weight_update_time: 0.1471500248, other_time: 2.3646545410
epoch time: 12.6007337570s, input_fired_time: 0.1505455971, output_fired_time: 0.0000000000, propagate_forward_time: 12.0322837830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179039001
validation[          , genome  6586] predictions:    9738/  10000 (97.38%), best:    9779/10000 (97.79%), error:       870.83130, best error:       743.22675 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 152.0740356445s, input_fired_time: 1.3328212500, output_fired_time: 1.0659837723, propagate_forward_time: 60.1858749390, propagate_backward_time: 87.1644668579, weight_update_time: 0.1474493891, other_time: 2.3248901367
epoch time: 12.6749687195s, input_fired_time: 0.1508263499, output_fired_time: 0.0000000000, propagate_forward_time: 12.1042757034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198665619
validation[          , genome  6586] predictions:    9753/  10000 (97.53%), best:    9779/10000 (97.79%), error:       808.61499, best error:       743.22675 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.6110229492s, input_fired_time: 1.3451983929, output_fired_time: 1.0762088299, propagate_forward_time: 60.8618812561, propagate_backward_time: 87.9918823242, weight_update_time: 0.1478290707, other_time: 2.3358612061
epoch time: 12.8217325211s, input_fired_time: 0.1526672095, output_fired_time: 0.0000000000, propagate_forward_time: 12.2472963333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217691422
validation[          , genome  6586] predictions:    9698/  10000 (96.98%), best:    9779/10000 (97.79%), error:       984.55994, best error:       743.22675 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.4906616211s, input_fired_time: 1.3346592188, output_fired_time: 1.0653173923, propagate_forward_time: 60.4680328369, propagate_backward_time: 87.2922515869, weight_update_time: 0.1478186846, other_time: 2.3303985596
epoch time: 12.6594657898s, input_fired_time: 0.1524481624, output_fired_time: 0.0000000000, propagate_forward_time: 12.0849876404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220304489
validation[          , genome  6586] predictions:    9760/  10000 (97.60%), best:    9779/10000 (97.79%), error:       781.11554, best error:       743.22675 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 154.1518249512s, input_fired_time: 1.3735351562, output_fired_time: 1.0701735020, propagate_forward_time: 61.0211219788, propagate_backward_time: 88.3325958252, weight_update_time: 0.1568291634, other_time: 2.3544006348
epoch time: 12.7946729660s, input_fired_time: 0.1528853029, output_fired_time: 0.0000000000, propagate_forward_time: 12.2193374634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224500656
validation[          , genome  6586] predictions:    9740/  10000 (97.40%), best:    9779/10000 (97.79%), error:       816.76874, best error:       743.22675 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 153.7538146973s, input_fired_time: 1.3481649160, output_fired_time: 1.0715858936, propagate_forward_time: 60.9201240540, propagate_backward_time: 88.0834121704, weight_update_time: 0.1490044147, other_time: 2.3305435181
epoch time: 12.8802537918s, input_fired_time: 0.1518910527, output_fired_time: 0.0000000000, propagate_forward_time: 12.3042526245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241104126
validation[          , genome  6586] predictions:    9658/  10000 (96.58%), best:    9779/10000 (97.79%), error:      1079.74048, best error:       743.22675 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 153.7938079834s, input_fired_time: 1.3565932512, output_fired_time: 1.0672618151, propagate_forward_time: 60.9960861206, propagate_backward_time: 88.0453262329, weight_update_time: 0.1488926113, other_time: 2.3285369873
epoch time: 12.8008518219s, input_fired_time: 0.1529759169, output_fired_time: 0.0000000000, propagate_forward_time: 12.2228288651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250469208
validation[          , genome  6586] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       831.99762, best error:       743.22675 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 154.6447601318s, input_fired_time: 1.3498415947, output_fired_time: 1.0682851076, propagate_forward_time: 61.3436241150, propagate_backward_time: 88.4786148071, weight_update_time: 0.1490598321, other_time: 2.4043960571
epoch time: 12.7862968445s, input_fired_time: 0.1522642672, output_fired_time: 0.0000000000, propagate_forward_time: 12.2128677368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211645126
validation[          , genome  6586] predictions:    9751/  10000 (97.51%), best:    9779/10000 (97.79%), error:       842.20294, best error:       743.22675 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 151.5642089844s, input_fired_time: 1.3407626152, output_fired_time: 1.0826673508, propagate_forward_time: 60.0922050476, propagate_backward_time: 86.7274322510, weight_update_time: 0.1467063576, other_time: 2.3211364746
epoch time: 12.6677112579s, input_fired_time: 0.1531058550, output_fired_time: 0.0000000000, propagate_forward_time: 12.0936489105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209566116
validation[          , genome  6586] predictions:    9769/  10000 (97.69%), best:    9779/10000 (97.79%), error:       782.56396, best error:       743.22675 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 153.3312225342s, input_fired_time: 1.3428205252, output_fired_time: 1.0652792454, propagate_forward_time: 60.8085517883, propagate_backward_time: 87.7816772461, weight_update_time: 0.1482212245, other_time: 2.3329010010
epoch time: 12.7895908356s, input_fired_time: 0.1518731713, output_fired_time: 0.0000000000, propagate_forward_time: 12.2161254883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215917587
validation[          , genome  6586] predictions:    9672/  10000 (96.72%), best:    9779/10000 (97.79%), error:      1057.47363, best error:       743.22675 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 154.9655456543s, input_fired_time: 1.3575272560, output_fired_time: 1.0982946157, propagate_forward_time: 61.1731758118, propagate_backward_time: 88.8940429688, weight_update_time: 0.1508717984, other_time: 2.4425048828
epoch time: 12.8952493668s, input_fired_time: 0.1534871161, output_fired_time: 0.0000000000, propagate_forward_time: 12.3168935776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248685837
validation[          , genome  6586] predictions:    9744/  10000 (97.44%), best:    9779/10000 (97.79%), error:       866.73682, best error:       743.22675 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 152.2425384521s, input_fired_time: 1.3403472900, output_fired_time: 1.0667203665, propagate_forward_time: 60.2300605774, propagate_backward_time: 87.2808532715, weight_update_time: 0.1475754827, other_time: 2.3245544434
epoch time: 12.6187477112s, input_fired_time: 0.1520855874, output_fired_time: 0.0000000000, propagate_forward_time: 12.0472450256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194173813
validation[          , genome  6586] predictions:    9748/  10000 (97.48%), best:    9779/10000 (97.79%), error:       823.05701, best error:       743.22675 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 152.1764984131s, input_fired_time: 1.3386197090, output_fired_time: 1.0676527023, propagate_forward_time: 60.2128868103, propagate_backward_time: 87.2313461304, weight_update_time: 0.1477524638, other_time: 2.3259811401
epoch time: 12.6041545868s, input_fired_time: 0.1526412070, output_fired_time: 0.0000000000, propagate_forward_time: 12.0331048965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184083939
validation[          , genome  6586] predictions:    9766/  10000 (97.66%), best:    9779/10000 (97.79%), error:       780.37384, best error:       743.22675 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 152.2944030762s, input_fired_time: 1.3624835014, output_fired_time: 1.0652302504, propagate_forward_time: 60.3263320923, propagate_backward_time: 87.2100753784, weight_update_time: 0.1477450877, other_time: 2.3302764893
epoch time: 12.8165626526s, input_fired_time: 0.1552260369, output_fired_time: 0.0000000000, propagate_forward_time: 12.2380867004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232501984
validation[          , genome  6586] predictions:    9766/  10000 (97.66%), best:    9779/10000 (97.79%), error:       787.85278, best error:       743.22675 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 152.5214233398s, input_fired_time: 1.3416273594, output_fired_time: 1.0643131733, propagate_forward_time: 60.4267845154, propagate_backward_time: 87.3648376465, weight_update_time: 0.1475092620, other_time: 2.3238525391
epoch time: 12.7100849152s, input_fired_time: 0.1526815593, output_fired_time: 0.0000000000, propagate_forward_time: 12.1371669769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202365875
validation[          , genome  6586] predictions:    9754/  10000 (97.54%), best:    9779/10000 (97.79%), error:       818.68304, best error:       743.22675 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 153.1132659912s, input_fired_time: 1.3398969173, output_fired_time: 1.0631893873, propagate_forward_time: 60.6658782959, propagate_backward_time: 87.7127990723, weight_update_time: 0.1477466375, other_time: 2.3315124512
epoch time: 12.6236715317s, input_fired_time: 0.1525933743, output_fired_time: 0.0000000000, propagate_forward_time: 12.0492620468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218158722
validation[          , genome  6586] predictions:    9735/  10000 (97.35%), best:    9779/10000 (97.79%), error:       869.75525, best error:       743.22675 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 153.9933776855s, input_fired_time: 1.3510212898, output_fired_time: 1.0671507120, propagate_forward_time: 61.1051330566, propagate_backward_time: 88.1338500977, weight_update_time: 0.1491396576, other_time: 2.3362121582
epoch time: 12.7853088379s, input_fired_time: 0.1539970487, output_fired_time: 0.0000000000, propagate_forward_time: 12.2072744370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240369797
validation[          , genome  6586] predictions:    9741/  10000 (97.41%), best:    9779/10000 (97.79%), error:       878.22736, best error:       743.22675 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.9343719482s, input_fired_time: 1.3545647860, output_fired_time: 1.0690855980, propagate_forward_time: 61.0510253906, propagate_backward_time: 88.1216201782, weight_update_time: 0.1496165842, other_time: 2.3380661011
epoch time: 12.6651477814s, input_fired_time: 0.1545275301, output_fired_time: 0.0000000000, propagate_forward_time: 12.0895252228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210948944
validation[          , genome  6586] predictions:    9756/  10000 (97.56%), best:    9779/10000 (97.79%), error:       811.80188, best error:       743.22675 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.7492218018s, input_fired_time: 1.3470617533, output_fired_time: 1.0591959953, propagate_forward_time: 61.1685295105, propagate_backward_time: 87.8471908569, weight_update_time: 0.1485475749, other_time: 2.3272476196
epoch time: 13.0771884918s, input_fired_time: 0.1548072398, output_fired_time: 0.0000000000, propagate_forward_time: 12.4925146103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298667908
validation[          , genome  6586] predictions:    9775/  10000 (97.75%), best:    9779/10000 (97.79%), error:       780.48590, best error:       743.22675 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 153.9973297119s, input_fired_time: 1.3718179464, output_fired_time: 1.0685011148, propagate_forward_time: 61.0625572205, propagate_backward_time: 88.1529922485, weight_update_time: 0.1494987160, other_time: 2.3414688110
epoch time: 12.7253942490s, input_fired_time: 0.1536768526, output_fired_time: 0.0000000000, propagate_forward_time: 12.1508636475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208536148
validation[          , genome  6586] predictions:    9757/  10000 (97.57%), best:    9779/10000 (97.79%), error:       796.68524, best error:       743.22675 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 154.7738342285s, input_fired_time: 1.3637553453, output_fired_time: 1.0991482735, propagate_forward_time: 61.0259780884, propagate_backward_time: 88.8414382935, weight_update_time: 0.1513487101, other_time: 2.4435119629
epoch time: 12.6460294724s, input_fired_time: 0.1534682661, output_fired_time: 0.0000000000, propagate_forward_time: 12.0700731277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224882126
validation[          , genome  6586] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       746.43762, best error:       743.22675 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 152.4542999268s, input_fired_time: 1.3458939791, output_fired_time: 1.0595161915, propagate_forward_time: 60.4410247803, propagate_backward_time: 87.2729263306, weight_update_time: 0.1480300725, other_time: 2.3349380493
epoch time: 12.6366701126s, input_fired_time: 0.1537623852, output_fired_time: 0.0000000000, propagate_forward_time: 12.0642595291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186477661
validation[          , genome  6586] predictions:    9741/  10000 (97.41%), best:    9779/10000 (97.79%), error:       869.08557, best error:       743.22675 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 152.9507904053s, input_fired_time: 1.3453378677, output_fired_time: 1.0697579384, propagate_forward_time: 60.5325775146, propagate_backward_time: 87.6578216553, weight_update_time: 0.1479836851, other_time: 2.3452911377
epoch time: 12.8859195709s, input_fired_time: 0.1550881565, output_fired_time: 0.0000000000, propagate_forward_time: 12.2922897339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385414124
validation[          , genome  6586] predictions:    9746/  10000 (97.46%), best:    9779/10000 (97.79%), error:       814.89789, best error:       743.22675 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 154.2881469727s, input_fired_time: 1.3704631329, output_fired_time: 1.1096270084, propagate_forward_time: 60.9300804138, propagate_backward_time: 88.4546356201, weight_update_time: 0.1508328319, other_time: 2.4233245850
epoch time: 12.6794977188s, input_fired_time: 0.1558987349, output_fired_time: 0.0000000000, propagate_forward_time: 12.1035099030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200887680
validation[          , genome  6586] predictions:    9783/  10000 (97.83%), best:    9779/10000 (97.79%), error:       747.62384, best error:       743.22675 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 153.1166534424s, input_fired_time: 1.3523111343, output_fired_time: 1.0653895140, propagate_forward_time: 60.7239913940, propagate_backward_time: 87.6389999390, weight_update_time: 0.1483398527, other_time: 2.3359680176
epoch time: 12.9315786362s, input_fired_time: 0.1550497711, output_fired_time: 0.0000000000, propagate_forward_time: 12.3499469757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265823364
validation[          , genome  6586] predictions:    9784/  10000 (97.84%), best:    9779/10000 (97.79%), error:       763.74030, best error:       743.22675 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.4440460205s, input_fired_time: 1.3490484953, output_fired_time: 1.0680949688, propagate_forward_time: 60.7739601135, propagate_backward_time: 87.8862991333, weight_update_time: 0.1484546661, other_time: 2.3666458130
epoch time: 13.3508071899s, input_fired_time: 0.1555655450, output_fired_time: 0.0000000000, propagate_forward_time: 12.7645006180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307413101
validation[          , genome  6586] predictions:    9736/  10000 (97.36%), best:    9779/10000 (97.79%), error:       871.79376, best error:       743.22675 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 154.3925933838s, input_fired_time: 1.3858960867, output_fired_time: 1.0699251890, propagate_forward_time: 61.1740455627, propagate_backward_time: 88.4130477905, weight_update_time: 0.1494714767, other_time: 2.3496780396
epoch time: 12.7940149307s, input_fired_time: 0.1549977511, output_fired_time: 0.0000000000, propagate_forward_time: 12.2169647217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220523834
validation[          , genome  6586] predictions:    9765/  10000 (97.65%), best:    9779/10000 (97.79%), error:       779.79193, best error:       743.22675 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 153.8301239014s, input_fired_time: 1.3694711924, output_fired_time: 1.0711256266, propagate_forward_time: 60.8978958130, propagate_backward_time: 88.1338272095, weight_update_time: 0.1504258066, other_time: 2.3578033447
epoch time: 13.3009071350s, input_fired_time: 0.1649310738, output_fired_time: 0.0000000000, propagate_forward_time: 12.6198158264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161600113
validation[          , genome  6586] predictions:    9770/  10000 (97.70%), best:    9779/10000 (97.79%), error:       783.00201, best error:       743.22675 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 154.0151977539s, input_fired_time: 1.3629925251, output_fired_time: 1.1139878035, propagate_forward_time: 60.7298698425, propagate_backward_time: 88.3953781128, weight_update_time: 0.1501590461, other_time: 2.4129714966
epoch time: 12.6424522400s, input_fired_time: 0.1555419266, output_fired_time: 0.0000000000, propagate_forward_time: 12.0644397736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224700928
validation[          , genome  6586] predictions:    9784/  10000 (97.84%), best:    9779/10000 (97.79%), error:       744.89960, best error:       743.22675 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 154.1880340576s, input_fired_time: 1.3883655071, output_fired_time: 1.0645796061, propagate_forward_time: 60.9976921082, propagate_backward_time: 88.4106597900, weight_update_time: 0.1482347548, other_time: 2.3267364502
epoch time: 12.7328348160s, input_fired_time: 0.1542576402, output_fired_time: 0.0000000000, propagate_forward_time: 12.1606187820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179582596
validation[          , genome  6586] predictions:    9744/  10000 (97.44%), best:    9779/10000 (97.79%), error:       876.97278, best error:       743.22675 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 152.3939361572s, input_fired_time: 1.3462853432, output_fired_time: 1.0644162893, propagate_forward_time: 60.3311882019, propagate_backward_time: 87.3284988403, weight_update_time: 0.1474348456, other_time: 2.3235397339
epoch time: 12.6485996246s, input_fired_time: 0.1601640284, output_fired_time: 0.0000000000, propagate_forward_time: 12.0703706741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180650711
validation[          , genome  6586] predictions:    9750/  10000 (97.50%), best:    9779/10000 (97.79%), error:       832.63586, best error:       743.22675 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 153.4994201660s, input_fired_time: 1.3522741795, output_fired_time: 1.0693163872, propagate_forward_time: 60.9377136230, propagate_backward_time: 87.8115158081, weight_update_time: 0.1480684280, other_time: 2.3285903931
epoch time: 12.7881793976s, input_fired_time: 0.1559918523, output_fired_time: 0.0000000000, propagate_forward_time: 12.2116003036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205875397
validation[          , genome  6586] predictions:    9744/  10000 (97.44%), best:    9779/10000 (97.79%), error:       815.17572, best error:       743.22675 on epoch:    41, 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: 64.1143035889s, input_fired_time: 0.7535533905, output_fired_time: 0.0000000000, propagate_forward_time: 61.2357940674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1249542236
best training[          , genome  6586] predictions:   49459/  50000 (98.92%), best:    9779/10000 (97.79%), error:      1924.19836, best error:       743.22675 on epoch:    41, 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: 12.7733135223s, input_fired_time: 0.1472713798, output_fired_time: 0.0000000000, propagate_forward_time: 12.2084360123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176063538
   testing[          , genome  6586] predictions:    9790/  10000 (97.90%), best:    9779/10000 (97.79%), error:       659.66949, best error:       743.22675 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:17:26 (22205): called boinc_finish(0)

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