Nameexact_genome_1512568488_44_6470_0
Workunit2603678
Created7 Dec 2017, 20:02:42 UTC
Sent7 Dec 2017, 20:10:50 UTC
Report deadline13 Dec 2017, 12:02:19 UTC
Received9 Dec 2017, 0:11:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 49 min 53 sec
CPU time2 hours 49 min 49 sec
Validate stateValid
Credit1,415.19
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.96 MB
Peak swap size153.44 MB
Peak disk usage1.81 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1143889129, output_fired_time: 0.0000000000, propagate_forward_time: 6.9850144386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526524544
validation[          , genome  6470] predictions:    9593/  10000 (95.93%), best:    9673/10000 (96.73%), error:      1328.07251, best error:      1135.77942 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.8529586792s, input_fired_time: 0.9301831722, output_fired_time: 0.8599188328, propagate_forward_time: 35.3030700684, propagate_backward_time: 53.3386611938, weight_update_time: 0.1362527460, other_time: 2.4211273193
epoch time: 7.4289584160s, input_fired_time: 0.1123198345, output_fired_time: 0.0000000000, propagate_forward_time: 6.8779816628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386568069
validation[          , genome  6470] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1092.91748, best error:      1092.91748 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.3841705322s, input_fired_time: 0.9485645890, output_fired_time: 0.8805361986, propagate_forward_time: 35.4418182373, propagate_backward_time: 53.6125144958, weight_update_time: 0.1379280686, other_time: 2.5007362366
epoch time: 7.6090106964s, input_fired_time: 0.1149288639, output_fired_time: 0.0000000000, propagate_forward_time: 7.0427575111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513244629
validation[          , genome  6470] predictions:    9604/  10000 (96.04%), best:    9680/10000 (96.80%), error:      1287.07117, best error:      1092.91748 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.2437515259s, input_fired_time: 0.9254627824, output_fired_time: 0.8613820672, propagate_forward_time: 35.4265785217, propagate_backward_time: 53.6075286865, weight_update_time: 0.1365510225, other_time: 2.4228019714
epoch time: 7.6722974777s, input_fired_time: 0.1151889414, output_fired_time: 0.0000000000, propagate_forward_time: 7.1161303520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409780502
validation[          , genome  6470] predictions:    9660/  10000 (96.60%), best:    9680/10000 (96.80%), error:      1166.74866, best error:      1092.91748 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 92.9565353394s, input_fired_time: 0.9270953536, output_fired_time: 0.8603558540, propagate_forward_time: 35.3163604736, propagate_backward_time: 53.4357070923, weight_update_time: 0.1372500956, other_time: 2.4170150757
epoch time: 7.6317920685s, input_fired_time: 0.1150424704, output_fired_time: 0.0000000000, propagate_forward_time: 7.0704927444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462566376
validation[          , genome  6470] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1070.93848, best error:      1070.93848 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.2072219849s, input_fired_time: 0.9218237996, output_fired_time: 0.8539016247, propagate_forward_time: 35.0149459839, propagate_backward_time: 53.0027236938, weight_update_time: 0.1349853724, other_time: 2.4138259888
epoch time: 7.6086630821s, input_fired_time: 0.1140352711, output_fired_time: 0.0000000000, propagate_forward_time: 7.0547780991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398498535
validation[          , genome  6470] predictions:    9649/  10000 (96.49%), best:    9672/10000 (96.72%), error:      1142.79138, best error:      1070.93848 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.0370483398s, input_fired_time: 0.9273444414, output_fired_time: 0.8623552322, propagate_forward_time: 35.3580818176, propagate_backward_time: 53.4707031250, weight_update_time: 0.1363992840, other_time: 2.4185600281
epoch time: 7.6128525734s, input_fired_time: 0.1148331910, output_fired_time: 0.0000000000, propagate_forward_time: 7.0568304062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411888123
validation[          , genome  6470] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1088.06653, best error:      1070.93848 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.7171020508s, input_fired_time: 0.9320502281, output_fired_time: 0.8530235887, propagate_forward_time: 35.2710227966, propagate_backward_time: 53.2433967590, weight_update_time: 0.1355949193, other_time: 2.4176025391
epoch time: 7.6383185387s, input_fired_time: 0.1150655299, output_fired_time: 0.0000000000, propagate_forward_time: 7.0825333595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407196045
validation[          , genome  6470] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1028.17542, best error:      1028.17542 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.0276336670s, input_fired_time: 0.9422512054, output_fired_time: 0.8522604704, propagate_forward_time: 34.8888664246, propagate_backward_time: 52.8503990173, weight_update_time: 0.1371135116, other_time: 2.4938583374
epoch time: 7.5768690109s, input_fired_time: 0.1146960706, output_fired_time: 0.0000000000, propagate_forward_time: 7.0165081024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456648827
validation[          , genome  6470] predictions:    9573/  10000 (95.73%), best:    9689/10000 (96.89%), error:      1381.23328, best error:      1028.17542 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.8771820068s, input_fired_time: 0.9369004369, output_fired_time: 0.8604329228, propagate_forward_time: 35.3086776733, propagate_backward_time: 53.3356513977, weight_update_time: 0.1363901496, other_time: 2.4355201721
epoch time: 7.5302672386s, input_fired_time: 0.1153795198, output_fired_time: 0.0000000000, propagate_forward_time: 6.9644021988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504857063
validation[          , genome  6470] predictions:    9675/  10000 (96.75%), best:    9689/10000 (96.89%), error:      1100.16553, best error:      1028.17542 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 92.7330703735s, input_fired_time: 0.9275296926, output_fired_time: 0.8581700325, propagate_forward_time: 35.2530670166, propagate_backward_time: 53.2693939209, weight_update_time: 0.1350531578, other_time: 2.4249114990
epoch time: 7.5992560387s, input_fired_time: 0.1137674004, output_fired_time: 0.0000000000, propagate_forward_time: 7.0441322327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413561821
validation[          , genome  6470] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1020.41571, best error:      1020.41571 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 93.0162506104s, input_fired_time: 0.9296475649, output_fired_time: 0.8584857583, propagate_forward_time: 35.3577041626, propagate_backward_time: 53.4488143921, weight_update_time: 0.1362526566, other_time: 2.4216003418
epoch time: 7.6396141052s, input_fired_time: 0.1150933057, output_fired_time: 0.0000000000, propagate_forward_time: 7.0844159126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401049614
validation[          , genome  6470] predictions:    9673/  10000 (96.73%), best:    9696/10000 (96.96%), error:      1138.52185, best error:      1020.41571 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 92.6027679443s, input_fired_time: 0.9310447574, output_fired_time: 0.8620624542, propagate_forward_time: 35.1916084290, propagate_backward_time: 53.1962852478, weight_update_time: 0.1363797039, other_time: 2.4217681885
epoch time: 7.5855135918s, input_fired_time: 0.1135855094, output_fired_time: 0.0000000000, propagate_forward_time: 7.0330839157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388442039
validation[          , genome  6470] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       967.13098, best error:       967.13098 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.8066177368s, input_fired_time: 0.9284299612, output_fired_time: 0.8599169254, propagate_forward_time: 35.3272438049, propagate_backward_time: 53.2699775696, weight_update_time: 0.1359084547, other_time: 2.4210510254
epoch time: 7.6163825989s, input_fired_time: 0.1147037745, output_fired_time: 0.0000000000, propagate_forward_time: 7.0617074966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399714470
validation[          , genome  6470] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:       980.98254, best error:       967.13098 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.2949218750s, input_fired_time: 0.9292454123, output_fired_time: 0.8568923473, propagate_forward_time: 35.0598678589, propagate_backward_time: 53.0316658020, weight_update_time: 0.1369357109, other_time: 2.4172477722
epoch time: 7.6365809441s, input_fired_time: 0.1151005477, output_fired_time: 0.0000000000, propagate_forward_time: 7.0835504532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379301071
validation[          , genome  6470] predictions:    9681/  10000 (96.81%), best:    9715/10000 (97.15%), error:      1015.08746, best error:       967.13098 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 92.7002563477s, input_fired_time: 0.9425334930, output_fired_time: 0.8584281206, propagate_forward_time: 35.2452774048, propagate_backward_time: 53.1951179504, weight_update_time: 0.1365056783, other_time: 2.4588966370
epoch time: 7.6115465164s, input_fired_time: 0.1175609902, output_fired_time: 0.0000000000, propagate_forward_time: 7.0408439636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531416893
validation[          , genome  6470] predictions:    9695/  10000 (96.95%), best:    9715/10000 (97.15%), error:      1058.59717, best error:       967.13098 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.6369705200s, input_fired_time: 0.9508275390, output_fired_time: 0.8573239446, propagate_forward_time: 35.1658592224, propagate_backward_time: 53.1661109924, weight_update_time: 0.1379851848, other_time: 2.4968490601
epoch time: 7.6083803177s, input_fired_time: 0.1162564531, output_fired_time: 0.0000000000, propagate_forward_time: 7.0412144661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509096146
validation[          , genome  6470] predictions:    9671/  10000 (96.71%), best:    9715/10000 (97.15%), error:      1090.24048, best error:       967.13098 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.6860275269s, input_fired_time: 0.9410426021, output_fired_time: 0.8577262163, propagate_forward_time: 35.1792526245, propagate_backward_time: 53.2490806580, weight_update_time: 0.1374017298, other_time: 2.4589271545
epoch time: 7.5966210365s, input_fired_time: 0.1165670305, output_fired_time: 0.0000000000, propagate_forward_time: 7.0286707878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513831139
validation[          , genome  6470] predictions:    9547/  10000 (95.47%), best:    9715/10000 (97.15%), error:      1330.84314, best error:       967.13098 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.9388275146s, input_fired_time: 0.9455354810, output_fired_time: 0.8624556661, propagate_forward_time: 35.3246612549, propagate_backward_time: 53.3531455994, weight_update_time: 0.1377837509, other_time: 2.4530296326
epoch time: 7.6577506065s, input_fired_time: 0.1175878346, output_fired_time: 0.0000000000, propagate_forward_time: 7.0879559517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522066116
validation[          , genome  6470] predictions:    9657/  10000 (96.57%), best:    9715/10000 (97.15%), error:      1109.13306, best error:       967.13098 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.3861618042s, input_fired_time: 0.9285807014, output_fired_time: 0.8578311205, propagate_forward_time: 35.0840492249, propagate_backward_time: 53.1036682129, weight_update_time: 0.1351292878, other_time: 2.4120292664
epoch time: 7.5670166016s, input_fired_time: 0.1158262789, output_fired_time: 0.0000000000, propagate_forward_time: 7.0145163536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366741180
validation[          , genome  6470] predictions:    9704/  10000 (97.04%), best:    9715/10000 (97.15%), error:       998.90698, best error:       967.13098 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 93.0468978882s, input_fired_time: 0.9550408125, output_fired_time: 0.8584768772, propagate_forward_time: 35.3269157410, propagate_backward_time: 53.4065856934, weight_update_time: 0.1380263269, other_time: 2.4998817444
epoch time: 7.5842308998s, input_fired_time: 0.1165760309, output_fired_time: 0.0000000000, propagate_forward_time: 7.0175929070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500617981
validation[          , genome  6470] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       936.46014, best error:       936.46014 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.9786148071s, input_fired_time: 0.9433427453, output_fired_time: 0.8630559444, propagate_forward_time: 35.2818641663, propagate_backward_time: 53.4254989624, weight_update_time: 0.1380369663, other_time: 2.4648551941
epoch time: 7.6163387299s, input_fired_time: 0.1170103624, output_fired_time: 0.0000000000, propagate_forward_time: 7.0500097275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493184090
validation[          , genome  6470] predictions:    9697/  10000 (96.97%), best:    9734/10000 (97.34%), error:      1009.60718, best error:       936.46014 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.7155380249s, input_fired_time: 0.9501287937, output_fired_time: 0.8592202067, propagate_forward_time: 35.2232398987, propagate_backward_time: 53.1908302307, weight_update_time: 0.1377515197, other_time: 2.4921188354
epoch time: 7.6404576302s, input_fired_time: 0.1173427254, output_fired_time: 0.0000000000, propagate_forward_time: 7.0684261322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546885490
validation[          , genome  6470] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:       988.03168, best error:       936.46014 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.5208816528s, input_fired_time: 0.9462920427, output_fired_time: 0.8555140495, propagate_forward_time: 35.1396903992, propagate_backward_time: 53.0914611816, weight_update_time: 0.1373847872, other_time: 2.4879264832
epoch time: 7.6038141251s, input_fired_time: 0.1182743832, output_fired_time: 0.0000000000, propagate_forward_time: 7.0333657265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521741867
validation[          , genome  6470] predictions:    9655/  10000 (96.55%), best:    9734/10000 (97.34%), error:      1099.71863, best error:       936.46014 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.6335830688s, input_fired_time: 0.9437965751, output_fired_time: 0.8549984694, propagate_forward_time: 35.1892814636, propagate_backward_time: 53.1897468567, weight_update_time: 0.1363834739, other_time: 2.4557647705
epoch time: 7.6024494171s, input_fired_time: 0.1156742647, output_fired_time: 0.0000000000, propagate_forward_time: 7.0483036041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384713173
validation[          , genome  6470] predictions:    9689/  10000 (96.89%), best:    9734/10000 (97.34%), error:       995.75494, best error:       936.46014 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.6029739380s, input_fired_time: 0.9546344280, output_fired_time: 0.8580577970, propagate_forward_time: 35.1961555481, propagate_backward_time: 53.0990982056, weight_update_time: 0.1373693645, other_time: 2.4950294495
epoch time: 7.6054024696s, input_fired_time: 0.1158498228, output_fired_time: 0.0000000000, propagate_forward_time: 7.0489940643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405584335
validation[          , genome  6470] predictions:    9702/  10000 (97.02%), best:    9734/10000 (97.34%), error:      1004.50995, best error:       936.46014 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.3648452759s, input_fired_time: 0.9549167752, output_fired_time: 0.8537310362, propagate_forward_time: 35.0992965698, propagate_backward_time: 52.9651031494, weight_update_time: 0.1364967078, other_time: 2.4917984009
epoch time: 7.5700268745s, input_fired_time: 0.1185673475, output_fired_time: 0.0000000000, propagate_forward_time: 6.9988489151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526104927
validation[          , genome  6470] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       927.20435, best error:       927.20435 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 92.7870712280s, input_fired_time: 0.9488111138, output_fired_time: 0.8559879661, propagate_forward_time: 35.2457733154, propagate_backward_time: 53.2482109070, weight_update_time: 0.1389489919, other_time: 2.4882850647
epoch time: 7.4973711967s, input_fired_time: 0.1149498224, output_fired_time: 0.0000000000, propagate_forward_time: 6.9422082901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402132034
validation[          , genome  6470] predictions:    9628/  10000 (96.28%), best:    9715/10000 (97.15%), error:      1227.19214, best error:       927.20435 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 92.9227905273s, input_fired_time: 0.9524644613, output_fired_time: 0.8581819534, propagate_forward_time: 35.2950744629, propagate_backward_time: 53.3403434753, weight_update_time: 0.1361377686, other_time: 2.4767265320
epoch time: 7.5980863571s, input_fired_time: 0.1155059934, output_fired_time: 0.0000000000, propagate_forward_time: 7.0434403419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391398430
validation[          , genome  6470] predictions:    9697/  10000 (96.97%), best:    9715/10000 (97.15%), error:      1009.27856, best error:       927.20435 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.8745803833s, input_fired_time: 0.9377717972, output_fired_time: 0.8598430753, propagate_forward_time: 35.2761535645, propagate_backward_time: 53.3692512512, weight_update_time: 0.1363860220, other_time: 2.4315605164
epoch time: 7.6077871323s, input_fired_time: 0.1168489233, output_fired_time: 0.0000000000, propagate_forward_time: 7.0382456779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526925087
validation[          , genome  6470] predictions:    9684/  10000 (96.84%), best:    9715/10000 (97.15%), error:      1043.68945, best error:       927.20435 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.5465164185s, input_fired_time: 0.9493569732, output_fired_time: 0.8555090427, propagate_forward_time: 35.1180381775, propagate_backward_time: 53.1494369507, weight_update_time: 0.1371723115, other_time: 2.4741783142
epoch time: 7.6115355492s, input_fired_time: 0.1183875129, output_fired_time: 0.0000000000, propagate_forward_time: 7.0433135033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498343468
validation[          , genome  6470] predictions:    9672/  10000 (96.72%), best:    9715/10000 (97.15%), error:      1058.74133, best error:       927.20435 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.4028930664s, input_fired_time: 0.9582766294, output_fired_time: 0.8638177514, propagate_forward_time: 35.5242881775, propagate_backward_time: 53.5539321899, weight_update_time: 0.1387880296, other_time: 2.5025825500
epoch time: 7.6768245697s, input_fired_time: 0.1186258718, output_fired_time: 0.0000000000, propagate_forward_time: 7.1055698395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526290894
validation[          , genome  6470] predictions:    9722/  10000 (97.22%), best:    9715/10000 (97.15%), error:       963.19385, best error:       927.20435 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.6288986206s, input_fired_time: 0.9428333044, output_fired_time: 0.8553691506, propagate_forward_time: 35.2292709351, propagate_backward_time: 53.1651153564, weight_update_time: 0.1349930912, other_time: 2.4363098145
epoch time: 7.6582746506s, input_fired_time: 0.1176818609, output_fired_time: 0.0000000000, propagate_forward_time: 7.0889511108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516415596
validation[          , genome  6470] predictions:    9724/  10000 (97.24%), best:    9715/10000 (97.15%), error:       958.72211, best error:       927.20435 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 92.7622909546s, input_fired_time: 0.9559984803, output_fired_time: 0.8559675813, propagate_forward_time: 35.2266120911, propagate_backward_time: 53.2289276123, weight_update_time: 0.1377109438, other_time: 2.4947853088
epoch time: 7.5663523674s, input_fired_time: 0.1164281815, output_fired_time: 0.0000000000, propagate_forward_time: 7.0103940964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395298958
validation[          , genome  6470] predictions:    9714/  10000 (97.14%), best:    9715/10000 (97.15%), error:       994.12842, best error:       927.20435 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 92.2898941040s, input_fired_time: 0.9373452663, output_fired_time: 0.8548075557, propagate_forward_time: 35.0533828735, propagate_backward_time: 53.0352058411, weight_update_time: 0.1350716501, other_time: 2.4091529846
epoch time: 7.5653553009s, input_fired_time: 0.1157259569, output_fired_time: 0.0000000000, propagate_forward_time: 7.0118002892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378290176
validation[          , genome  6470] predictions:    9689/  10000 (96.89%), best:    9715/10000 (97.15%), error:      1068.49792, best error:       927.20435 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.7405090332s, input_fired_time: 0.9594130516, output_fired_time: 0.8579809070, propagate_forward_time: 35.4007415771, propagate_backward_time: 53.0141029358, weight_update_time: 0.1388716400, other_time: 2.5082740784
epoch time: 7.6115431786s, input_fired_time: 0.1188625172, output_fired_time: 0.0000000000, propagate_forward_time: 7.0420861244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505944252
validation[          , genome  6470] predictions:    9717/  10000 (97.17%), best:    9715/10000 (97.15%), error:      1000.16382, best error:       927.20435 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 92.5980148315s, input_fired_time: 0.9380363822, output_fired_time: 0.8584896922, propagate_forward_time: 35.1995124817, propagate_backward_time: 53.1864051819, weight_update_time: 0.1357089728, other_time: 2.4155731201
epoch time: 7.6464190483s, input_fired_time: 0.1164362729, output_fired_time: 0.0000000000, propagate_forward_time: 7.0886068344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413757324
validation[          , genome  6470] predictions:    9665/  10000 (96.65%), best:    9715/10000 (97.15%), error:      1133.23499, best error:       927.20435 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 92.0825119019s, input_fired_time: 0.9386056066, output_fired_time: 0.8529807329, propagate_forward_time: 34.8923568726, propagate_backward_time: 52.9854888916, weight_update_time: 0.1352639347, other_time: 2.4130783081
epoch time: 7.5122637749s, input_fired_time: 0.1161611974, output_fired_time: 0.0000000000, propagate_forward_time: 6.9576058388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384965897
validation[          , genome  6470] predictions:    9662/  10000 (96.62%), best:    9715/10000 (97.15%), error:      1149.44885, best error:       927.20435 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.3583831787s, input_fired_time: 0.9551894069, output_fired_time: 0.8541830182, propagate_forward_time: 34.9965438843, propagate_backward_time: 53.0571022034, weight_update_time: 0.1405200213, other_time: 2.4953651428
epoch time: 7.6019167900s, input_fired_time: 0.1183464825, output_fired_time: 0.0000000000, propagate_forward_time: 7.0322051048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513649940
validation[          , genome  6470] predictions:    9714/  10000 (97.14%), best:    9715/10000 (97.15%), error:       948.18317, best error:       927.20435 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.2435989380s, input_fired_time: 0.9678015709, output_fired_time: 0.8605634570, propagate_forward_time: 35.3795280457, propagate_backward_time: 53.5322341919, weight_update_time: 0.1383924484, other_time: 2.5034675598
epoch time: 7.6398410797s, input_fired_time: 0.1192781478, output_fired_time: 0.0000000000, propagate_forward_time: 7.0699796677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505834579
validation[          , genome  6470] predictions:    9693/  10000 (96.93%), best:    9715/10000 (97.15%), error:      1051.96289, best error:       927.20435 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.0970077515s, input_fired_time: 0.9404152632, output_fired_time: 0.8589166999, propagate_forward_time: 34.9991607666, propagate_backward_time: 52.8862342834, weight_update_time: 0.1357350796, other_time: 2.4122810364
epoch time: 7.5211162567s, input_fired_time: 0.1167083755, output_fired_time: 0.0000000000, propagate_forward_time: 6.9687299728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356780052
validation[          , genome  6470] predictions:    9690/  10000 (96.90%), best:    9715/10000 (97.15%), error:      1024.93347, best error:       927.20435 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.4396438599s, input_fired_time: 0.9606195092, output_fired_time: 0.8553228378, propagate_forward_time: 35.1200180054, propagate_backward_time: 53.0036392212, weight_update_time: 0.1384696513, other_time: 2.5000457764
epoch time: 7.6152405739s, input_fired_time: 0.1178972125, output_fired_time: 0.0000000000, propagate_forward_time: 7.0458369255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515066147
validation[          , genome  6470] predictions:    9675/  10000 (96.75%), best:    9715/10000 (97.15%), error:      1022.50000, best error:       927.20435 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 92.2112045288s, input_fired_time: 0.9388043880, output_fired_time: 0.8528742790, propagate_forward_time: 35.0886154175, propagate_backward_time: 52.9033241272, weight_update_time: 0.1354207546, other_time: 2.4275856018
epoch time: 7.6217861176s, input_fired_time: 0.1175755113, output_fired_time: 0.0000000000, propagate_forward_time: 7.0606584549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435520172
validation[          , genome  6470] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:      1001.06860, best error:       927.20435 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.3866882324s, input_fired_time: 0.9377222061, output_fired_time: 0.8566877246, propagate_forward_time: 35.2475776672, propagate_backward_time: 52.9311752319, weight_update_time: 0.1365722269, other_time: 2.4135246277
epoch time: 7.5680651665s, input_fired_time: 0.1157255024, output_fired_time: 0.0000000000, propagate_forward_time: 7.0137228966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386167526
validation[          , genome  6470] predictions:    9694/  10000 (96.94%), best:    9715/10000 (97.15%), error:      1056.40869, best error:       927.20435 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.8690109253s, input_fired_time: 0.9508561492, output_fired_time: 0.8592976332, propagate_forward_time: 35.2833595276, propagate_backward_time: 53.3297500610, weight_update_time: 0.1362613738, other_time: 2.4457435608
epoch time: 7.6621298790s, input_fired_time: 0.1194819063, output_fired_time: 0.0000000000, propagate_forward_time: 7.0889072418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537405968
validation[          , genome  6470] predictions:    9733/  10000 (97.33%), best:    9715/10000 (97.15%), error:       947.73596, best error:       927.20435 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.0275573730s, input_fired_time: 0.9483655691, output_fired_time: 0.8604651093, propagate_forward_time: 35.3100318909, propagate_backward_time: 53.4654769897, weight_update_time: 0.1357820630, other_time: 2.4432182312
epoch time: 7.6189332008s, input_fired_time: 0.1175815016, output_fired_time: 0.0000000000, propagate_forward_time: 7.0623493195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390025139
validation[          , genome  6470] predictions:    9708/  10000 (97.08%), best:    9715/10000 (97.15%), error:       987.86523, best error:       927.20435 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.6856079102s, input_fired_time: 0.9576608539, output_fired_time: 0.8567497134, propagate_forward_time: 35.1811981201, propagate_backward_time: 53.2017440796, weight_update_time: 0.1371690482, other_time: 2.4882507324
epoch time: 7.5814943314s, input_fired_time: 0.1184101701, output_fired_time: 0.0000000000, propagate_forward_time: 7.0252094269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378747940
validation[          , genome  6470] predictions:    9713/  10000 (97.13%), best:    9715/10000 (97.15%), error:      1005.51678, best error:       927.20435 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.6954498291s, input_fired_time: 0.9717003107, output_fired_time: 0.8553128839, propagate_forward_time: 35.1881332397, propagate_backward_time: 53.1774139404, weight_update_time: 0.1369879693, other_time: 2.5028839111
epoch time: 7.5991907120s, input_fired_time: 0.1187027693, output_fired_time: 0.0000000000, propagate_forward_time: 7.0300326347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504551888
validation[          , genome  6470] predictions:    9687/  10000 (96.87%), best:    9715/10000 (97.15%), error:      1061.98816, best error:       927.20435 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.7206268311s, input_fired_time: 0.9554318190, output_fired_time: 0.8567894697, propagate_forward_time: 35.2136230469, propagate_backward_time: 53.2292747498, weight_update_time: 0.1375782192, other_time: 2.4655113220
epoch time: 7.6327257156s, input_fired_time: 0.1180026680, output_fired_time: 0.0000000000, propagate_forward_time: 7.0755586624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391641617
validation[          , genome  6470] predictions:    9672/  10000 (96.72%), best:    9715/10000 (97.15%), error:      1125.37500, best error:       927.20435 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 93.2171020508s, input_fired_time: 0.9504318237, output_fired_time: 0.8647854924, propagate_forward_time: 35.4258689880, propagate_backward_time: 53.5391845703, weight_update_time: 0.1363202929, other_time: 2.4368324280
epoch time: 7.6299252510s, input_fired_time: 0.1193648577, output_fired_time: 0.0000000000, propagate_forward_time: 7.0598983765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506621361
validation[          , genome  6470] predictions:    9684/  10000 (96.84%), best:    9715/10000 (97.15%), error:      1100.46729, best error:       927.20435 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.4281768799s, input_fired_time: 0.9650291800, output_fired_time: 0.8538020849, propagate_forward_time: 35.0650863647, propagate_backward_time: 53.0521697998, weight_update_time: 0.1373129934, other_time: 2.4920883179
epoch time: 7.6307129860s, input_fired_time: 0.1193358377, output_fired_time: 0.0000000000, propagate_forward_time: 7.0716972351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396800995
validation[          , genome  6470] predictions:    9696/  10000 (96.96%), best:    9715/10000 (97.15%), error:       997.94348, best error:       927.20435 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.9767456055s, input_fired_time: 0.9422240853, output_fired_time: 0.8504140973, propagate_forward_time: 34.9449768066, propagate_backward_time: 52.8268089294, weight_update_time: 0.1357564330, other_time: 2.4123268127
epoch time: 7.5682339668s, input_fired_time: 0.1169053167, output_fired_time: 0.0000000000, propagate_forward_time: 7.0114259720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399027824
validation[          , genome  6470] predictions:    9731/  10000 (97.31%), best:    9715/10000 (97.15%), error:       976.15540, best error:       927.20435 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 93.1629943848s, input_fired_time: 0.9704174399, output_fired_time: 0.8617674708, propagate_forward_time: 35.3664436340, propagate_backward_time: 53.4590911865, weight_update_time: 0.1379639953, other_time: 2.5052680969
epoch time: 7.6500687599s, input_fired_time: 0.1195054054, output_fired_time: 0.0000000000, propagate_forward_time: 7.0805191994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500441551
validation[          , genome  6470] predictions:    9734/  10000 (97.34%), best:    9715/10000 (97.15%), error:       947.92242, best error:       927.20435 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.5453338623s, input_fired_time: 0.9498623610, output_fired_time: 0.8569304347, propagate_forward_time: 35.2757530212, propagate_backward_time: 53.0396995544, weight_update_time: 0.1371527016, other_time: 2.4230880737
epoch time: 7.5335788727s, input_fired_time: 0.1175353527, output_fired_time: 0.0000000000, propagate_forward_time: 6.9765834808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394598007
validation[          , genome  6470] predictions:    9704/  10000 (97.04%), best:    9715/10000 (97.15%), error:      1023.92175, best error:       927.20435 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.5969696045s, input_fired_time: 0.9543526769, output_fired_time: 0.8593022227, propagate_forward_time: 35.1411323547, propagate_backward_time: 53.1876029968, weight_update_time: 0.1368722171, other_time: 2.4545822144
epoch time: 7.5988478661s, input_fired_time: 0.1194720566, output_fired_time: 0.0000000000, propagate_forward_time: 7.0258040428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535717964
validation[          , genome  6470] predictions:    9717/  10000 (97.17%), best:    9715/10000 (97.15%), error:       956.95593, best error:       927.20435 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.3681411743s, input_fired_time: 0.9538742900, output_fired_time: 0.8685963154, propagate_forward_time: 35.5012474060, propagate_backward_time: 53.6114196777, weight_update_time: 0.1378276497, other_time: 2.4330024719
epoch time: 7.6636376381s, input_fired_time: 0.1200944409, output_fired_time: 0.0000000000, propagate_forward_time: 7.1016492844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418940544
validation[          , genome  6470] predictions:    9725/  10000 (97.25%), best:    9715/10000 (97.15%), error:       946.59485, best error:       927.20435 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.5778350830s, input_fired_time: 0.9687821269, output_fired_time: 0.8544505835, propagate_forward_time: 35.1588020325, propagate_backward_time: 53.0973930359, weight_update_time: 0.1375462264, other_time: 2.4984054565
epoch time: 7.5693569183s, input_fired_time: 0.1198722646, output_fired_time: 0.0000000000, propagate_forward_time: 6.9999103546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495744705
validation[          , genome  6470] predictions:    9680/  10000 (96.80%), best:    9715/10000 (97.15%), error:      1046.52942, best error:       927.20435 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.5992889404s, input_fired_time: 0.9456092119, output_fired_time: 0.8543093801, propagate_forward_time: 35.1861038208, propagate_backward_time: 53.1982765198, weight_update_time: 0.1354820877, other_time: 2.4149894714
epoch time: 7.6269345284s, input_fired_time: 0.1184144318, output_fired_time: 0.0000000000, propagate_forward_time: 7.0707249641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377951622
validation[          , genome  6470] predictions:    9694/  10000 (96.94%), best:    9715/10000 (97.15%), error:      1047.27393, best error:       927.20435 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.2303619385s, input_fired_time: 0.9639304876, output_fired_time: 0.8557103276, propagate_forward_time: 34.9777145386, propagate_backward_time: 52.9431343079, weight_update_time: 0.1368363053, other_time: 2.4898719788
epoch time: 7.6210250854s, input_fired_time: 0.1202682927, output_fired_time: 0.0000000000, propagate_forward_time: 7.0480151176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527416229
validation[          , genome  6470] predictions:    9698/  10000 (96.98%), best:    9715/10000 (97.15%), error:       948.29205, best error:       927.20435 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.4679183960s, input_fired_time: 0.9612886906, output_fired_time: 0.8547995090, propagate_forward_time: 35.0895614624, propagate_backward_time: 53.0702857971, weight_update_time: 0.1365603060, other_time: 2.4919853210
epoch time: 7.5787439346s, input_fired_time: 0.1197364777, output_fired_time: 0.0000000000, propagate_forward_time: 7.0102787018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487285614
validation[          , genome  6470] predictions:    9698/  10000 (96.98%), best:    9715/10000 (97.15%), error:       994.81604, best error:       927.20435 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.2475433350s, input_fired_time: 0.9581507444, output_fired_time: 0.8533521295, propagate_forward_time: 35.0241279602, propagate_backward_time: 52.9227066040, weight_update_time: 0.1397032589, other_time: 2.4892005920
epoch time: 7.5693850517s, input_fired_time: 0.1180213913, output_fired_time: 0.0000000000, propagate_forward_time: 7.0015726089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497909546
validation[          , genome  6470] predictions:    9530/  10000 (95.30%), best:    9715/10000 (97.15%), error:      1509.83740, best error:       927.20435 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 92.5707397461s, input_fired_time: 0.9510982037, output_fired_time: 0.8613905311, propagate_forward_time: 35.1034584045, propagate_backward_time: 53.1622619629, weight_update_time: 0.1377395838, other_time: 2.4925346375
epoch time: 7.5490732193s, input_fired_time: 0.1161654070, output_fired_time: 0.0000000000, propagate_forward_time: 6.9819078445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509997368
validation[          , genome  6470] predictions:    9620/  10000 (96.20%), best:    9715/10000 (97.15%), error:      1210.98206, best error:       927.20435 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.7678909302s, input_fired_time: 0.9585317969, output_fired_time: 0.8623812199, propagate_forward_time: 35.1852264404, propagate_backward_time: 53.2569236755, weight_update_time: 0.1378354430, other_time: 2.5048255920
epoch time: 7.5448555946s, input_fired_time: 0.1173170432, output_fired_time: 0.0000000000, propagate_forward_time: 6.9787654877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487729073
validation[          , genome  6470] predictions:    9639/  10000 (96.39%), best:    9715/10000 (97.15%), error:      1157.29907, best error:       927.20435 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.8564529419s, input_fired_time: 0.9557378292, output_fired_time: 0.8591120243, propagate_forward_time: 35.2468910217, propagate_backward_time: 53.2912216187, weight_update_time: 0.1393026263, other_time: 2.5034904480
epoch time: 7.6250476837s, input_fired_time: 0.1168860793, output_fired_time: 0.0000000000, propagate_forward_time: 7.0577750206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503865242
validation[          , genome  6470] predictions:    9614/  10000 (96.14%), best:    9715/10000 (97.15%), error:      1229.45178, best error:       927.20435 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.2863693237s, input_fired_time: 0.9557323456, output_fired_time: 0.8548744917, propagate_forward_time: 35.0538825989, propagate_backward_time: 52.9223937988, weight_update_time: 0.1378068477, other_time: 2.4994850159
epoch time: 7.5388646126s, input_fired_time: 0.1176643446, output_fired_time: 0.0000000000, propagate_forward_time: 6.9723734856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488267899
validation[          , genome  6470] predictions:    9642/  10000 (96.42%), best:    9715/10000 (97.15%), error:      1169.62964, best error:       927.20435 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 92.6685943604s, input_fired_time: 0.9435054064, output_fired_time: 0.8540102243, propagate_forward_time: 35.2421188354, propagate_backward_time: 53.2064552307, weight_update_time: 0.1369921416, other_time: 2.4225044250
epoch time: 7.6346821785s, input_fired_time: 0.1179975197, output_fired_time: 0.0000000000, propagate_forward_time: 7.0767359734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399485588
validation[          , genome  6470] predictions:    9682/  10000 (96.82%), best:    9715/10000 (97.15%), error:      1049.72778, best error:       927.20435 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.3238220215s, input_fired_time: 0.9443972111, output_fired_time: 0.8644319177, propagate_forward_time: 35.4686813354, propagate_backward_time: 53.6274261475, weight_update_time: 0.1360596716, other_time: 2.4188842773
epoch time: 7.6521492004s, input_fired_time: 0.1177681535, output_fired_time: 0.0000000000, propagate_forward_time: 7.0943045616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400763512
validation[          , genome  6470] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:      1010.64490, best error:       927.20435 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.6631546021s, input_fired_time: 0.9620097876, output_fired_time: 0.8563625216, propagate_forward_time: 35.1766319275, propagate_backward_time: 53.1769371033, weight_update_time: 0.1372278333, other_time: 2.4912109375
epoch time: 7.5312471390s, input_fired_time: 0.1189394072, output_fired_time: 0.0000000000, propagate_forward_time: 6.9618749619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504327774
validation[          , genome  6470] predictions:    9665/  10000 (96.65%), best:    9715/10000 (97.15%), error:      1089.64319, best error:       927.20435 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.9364776611s, input_fired_time: 0.9600092173, output_fired_time: 0.8487153649, propagate_forward_time: 34.9501953125, propagate_backward_time: 52.6935348511, weight_update_time: 0.1369737685, other_time: 2.4840240479
epoch time: 7.5704045296s, input_fired_time: 0.1183606535, output_fired_time: 0.0000000000, propagate_forward_time: 7.0127139091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393301010
validation[          , genome  6470] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:      1034.87012, best error:       927.20435 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 93.2370605469s, input_fired_time: 0.9528946280, output_fired_time: 0.8645669222, propagate_forward_time: 35.4879684448, propagate_backward_time: 53.5018119812, weight_update_time: 0.1377713084, other_time: 2.4298133850
epoch time: 7.5935983658s, input_fired_time: 0.1189184412, output_fired_time: 0.0000000000, propagate_forward_time: 7.0357460976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389338493
validation[          , genome  6470] predictions:    9685/  10000 (96.85%), best:    9715/10000 (97.15%), error:      1106.69531, best error:       927.20435 on epoch:    40, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.3743515015s, input_fired_time: 0.9537096620, output_fired_time: 0.8646597266, propagate_forward_time: 35.5311355591, propagate_backward_time: 53.5932350159, weight_update_time: 0.1363459677, other_time: 2.4316062927
epoch time: 7.6617255211s, input_fired_time: 0.1204250082, output_fired_time: 0.0000000000, propagate_forward_time: 7.0995211601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417791367
validation[          , genome  6470] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       921.54852, best error:       921.54852 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.4009399414s, input_fired_time: 0.9686211944, output_fired_time: 0.8532775044, propagate_forward_time: 35.0816192627, propagate_backward_time: 53.0009346008, weight_update_time: 0.1376286596, other_time: 2.4964866638
epoch time: 7.6082715988s, input_fired_time: 0.1190487519, output_fired_time: 0.0000000000, propagate_forward_time: 7.0518326759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373903275
validation[          , genome  6470] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       913.11218, best error:       913.11218 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.7578964233s, input_fired_time: 0.9689855576, output_fired_time: 0.8549929857, propagate_forward_time: 35.2433815002, propagate_backward_time: 53.2029304504, weight_update_time: 0.1369084716, other_time: 2.4876022339
epoch time: 7.6222734451s, input_fired_time: 0.1212909073, output_fired_time: 0.0000000000, propagate_forward_time: 7.0497322083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512505531
validation[          , genome  6470] predictions:    9725/  10000 (97.25%), best:    9738/10000 (97.38%), error:       930.66949, best error:       913.11218 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 92.7218246460s, input_fired_time: 0.9729846120, output_fired_time: 0.8559109569, propagate_forward_time: 35.2365264893, propagate_backward_time: 53.1614723206, weight_update_time: 0.1381813884, other_time: 2.4949302673
epoch time: 7.6014876366s, input_fired_time: 0.1215809360, output_fired_time: 0.0000000000, propagate_forward_time: 7.0291790962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507274628
validation[          , genome  6470] predictions:    9712/  10000 (97.12%), best:    9738/10000 (97.38%), error:       974.10461, best error:       913.11218 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.8313369751s, input_fired_time: 0.9732294679, output_fired_time: 0.8572676182, propagate_forward_time: 35.2283020020, propagate_backward_time: 53.2732086182, weight_update_time: 0.1386007518, other_time: 2.4993286133
epoch time: 7.6134924889s, input_fired_time: 0.1220768094, output_fired_time: 0.0000000000, propagate_forward_time: 7.0422558784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491596222
validation[          , genome  6470] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:       981.67145, best error:       913.11218 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.8944931030s, input_fired_time: 0.9670768976, output_fired_time: 0.8589697480, propagate_forward_time: 35.2988967896, propagate_backward_time: 53.3276405334, weight_update_time: 0.1370685697, other_time: 2.4419059753
epoch time: 7.5996828079s, input_fired_time: 0.1210265011, output_fired_time: 0.0000000000, propagate_forward_time: 7.0398526192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388036728
validation[          , genome  6470] predictions:    9636/  10000 (96.36%), best:    9738/10000 (97.38%), error:      1215.33191, best error:       913.11218 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 92.9906234741s, input_fired_time: 0.9786586165, output_fired_time: 0.8615710735, propagate_forward_time: 35.2408828735, propagate_backward_time: 53.4095039368, weight_update_time: 0.1381330490, other_time: 2.5000038147
epoch time: 7.6308617592s, input_fired_time: 0.1222289279, output_fired_time: 0.0000000000, propagate_forward_time: 7.0567164421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519162178
validation[          , genome  6470] predictions:    9684/  10000 (96.84%), best:    9738/10000 (97.38%), error:      1026.88928, best error:       913.11218 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.4692306519s, input_fired_time: 0.9704645872, output_fired_time: 0.8571510315, propagate_forward_time: 35.0753326416, propagate_backward_time: 53.0810775757, weight_update_time: 0.1372941583, other_time: 2.4852066040
epoch time: 7.6199483871s, input_fired_time: 0.1235847697, output_fired_time: 0.0000000000, propagate_forward_time: 7.0461044312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502592087
validation[          , genome  6470] predictions:    9708/  10000 (97.08%), best:    9738/10000 (97.38%), error:       973.77313, best error:       913.11218 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.6518630981s, input_fired_time: 0.9622820020, output_fired_time: 0.8550650477, propagate_forward_time: 35.2223167419, propagate_backward_time: 53.1829147339, weight_update_time: 0.1371873021, other_time: 2.4292869568
epoch time: 7.6124811172s, input_fired_time: 0.1204951108, output_fired_time: 0.0000000000, propagate_forward_time: 7.0531735420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388122559
validation[          , genome  6470] predictions:    9699/  10000 (96.99%), best:    9738/10000 (97.38%), error:      1020.13666, best error:       913.11218 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.5575942993s, input_fired_time: 0.9733518958, output_fired_time: 0.8601956367, propagate_forward_time: 35.2660102844, propagate_backward_time: 52.9633712769, weight_update_time: 0.1378604919, other_time: 2.4946632385
epoch time: 7.5789813995s, input_fired_time: 0.1223220304, output_fired_time: 0.0000000000, propagate_forward_time: 7.0065994263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500598907
validation[          , genome  6470] predictions:    9716/  10000 (97.16%), best:    9738/10000 (97.38%), error:       976.43585, best error:       913.11218 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.7195816040s, input_fired_time: 0.9801740646, output_fired_time: 0.8571469784, propagate_forward_time: 35.1913070679, propagate_backward_time: 53.2023429871, weight_update_time: 0.1374714822, other_time: 2.4886131287
epoch time: 7.6008629799s, input_fired_time: 0.1230208427, output_fired_time: 0.0000000000, propagate_forward_time: 7.0264263153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514160156
validation[          , genome  6470] predictions:    9668/  10000 (96.68%), best:    9738/10000 (97.38%), error:      1044.06665, best error:       913.11218 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 92.8249893188s, input_fired_time: 0.9796329737, output_fired_time: 0.8596951365, propagate_forward_time: 35.2686538696, propagate_backward_time: 53.2155914307, weight_update_time: 0.1388844252, other_time: 2.5014190674
epoch time: 7.6301546097s, input_fired_time: 0.1229205132, output_fired_time: 0.0000000000, propagate_forward_time: 7.0557866096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514474869
validation[          , genome  6470] predictions:    9741/  10000 (97.41%), best:    9738/10000 (97.38%), error:       937.69440, best error:       913.11218 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.8723068237s, input_fired_time: 0.9796516895, output_fired_time: 0.8619703054, propagate_forward_time: 35.2550621033, propagate_backward_time: 53.2704658508, weight_update_time: 0.1381424218, other_time: 2.5051574707
epoch time: 7.6327314377s, input_fired_time: 0.1225382239, output_fired_time: 0.0000000000, propagate_forward_time: 7.0608363152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493570328
validation[          , genome  6470] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:      1055.16870, best error:       913.11218 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 92.7480316162s, input_fired_time: 0.9806255698, output_fired_time: 0.8577424884, propagate_forward_time: 35.2366867065, propagate_backward_time: 53.1798248291, weight_update_time: 0.1382949650, other_time: 2.4931488037
epoch time: 7.6301894188s, input_fired_time: 0.1228837818, output_fired_time: 0.0000000000, propagate_forward_time: 7.0553860664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519195557
validation[          , genome  6470] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:      1043.53577, best error:       913.11218 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 92.6072998047s, input_fired_time: 0.9627126455, output_fired_time: 0.8570668697, propagate_forward_time: 35.2099723816, propagate_backward_time: 53.1597251892, weight_update_time: 0.1343870163, other_time: 2.4178237915
epoch time: 7.6085653305s, input_fired_time: 0.1208684593, output_fired_time: 0.0000000000, propagate_forward_time: 7.0479793549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397172928
validation[          , genome  6470] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:      1010.06903, best error:       913.11218 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.7778091431s, input_fired_time: 0.9721772075, output_fired_time: 0.8556528687, propagate_forward_time: 35.2194213867, propagate_backward_time: 53.2693824768, weight_update_time: 0.1365924031, other_time: 2.4611778259
epoch time: 7.5652952194s, input_fired_time: 0.1211515814, output_fired_time: 0.0000000000, propagate_forward_time: 7.0050396919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391040802
validation[          , genome  6470] predictions:    9727/  10000 (97.27%), best:    9738/10000 (97.38%), error:       938.62683, best error:       913.11218 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 93.1003646851s, input_fired_time: 0.9792999029, output_fired_time: 0.8587320447, propagate_forward_time: 35.3712081909, propagate_backward_time: 53.4016685486, weight_update_time: 0.1371378750, other_time: 2.4894523621
epoch time: 7.6509652138s, input_fired_time: 0.1237239465, output_fired_time: 0.0000000000, propagate_forward_time: 7.0767102242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505310059
validation[          , genome  6470] predictions:    9622/  10000 (96.22%), best:    9738/10000 (97.38%), error:      1275.85828, best error:       913.11218 on epoch:    85, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 38.1839370728s, input_fired_time: 0.6012936234, output_fired_time: 0.0000000000, propagate_forward_time: 35.3367385864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2459030151
best training[          , genome  6470] predictions:   49471/  50000 (98.94%), best:    9738/10000 (97.38%), error:      2039.75842, best error:       913.11218 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.6312046051s, input_fired_time: 0.1194140166, output_fired_time: 0.0000000000, propagate_forward_time: 7.0740461349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377446175
   testing[          , genome  6470] predictions:    9747/  10000 (97.47%), best:    9738/10000 (97.38%), error:       831.59039, best error:       913.11218 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:11:17 (3768): called boinc_finish(0)

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