Nameexact_genome_1512568488_44_6117_0
Workunit2601885
Created7 Dec 2017, 18:02:27 UTC
Sent7 Dec 2017, 18:11:04 UTC
Report deadline11 Dec 2017, 17:04:32 UTC
Received9 Dec 2017, 4:18:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 20 min 3 sec
CPU time2 hours 16 min 29 sec
Validate stateValid
Credit988.45
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.55 MB
Peak swap size157.25 MB
Peak disk usage1.86 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0935320929, output_fired_time: 0.0000000000, propagate_forward_time: 5.6046767235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586033821
validation[          , genome  6117] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1085.05884, best error:      1085.05884 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.7170333862s, input_fired_time: 0.7403865457, output_fired_time: 0.7674558163, propagate_forward_time: 27.6259517670, propagate_backward_time: 42.9735260010, weight_update_time: 0.1616106480, other_time: 2.6097106934
epoch time: 6.1729087830s, input_fired_time: 0.0930210575, output_fired_time: 0.0000000000, propagate_forward_time: 5.6127791405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671087265
validation[          , genome  6117] predictions:    9598/  10000 (95.98%), best:    9673/10000 (96.73%), error:      1221.44690, best error:      1085.05884 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 74.1900482178s, input_fired_time: 0.7358890176, output_fired_time: 0.7634326816, propagate_forward_time: 27.3393325806, propagate_backward_time: 42.7389564514, weight_update_time: 0.1621912867, other_time: 2.6124382019
epoch time: 6.0358405113s, input_fired_time: 0.0942087173, output_fired_time: 0.0000000000, propagate_forward_time: 5.4625501633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790816307
validation[          , genome  6117] predictions:    9645/  10000 (96.45%), best:    9673/10000 (96.73%), error:      1168.72205, best error:      1085.05884 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.0615234375s, input_fired_time: 0.7330490947, output_fired_time: 0.7566608787, propagate_forward_time: 26.7906703949, propagate_backward_time: 42.1230773926, weight_update_time: 0.1595721394, other_time: 2.6580657959
epoch time: 6.0311336517s, input_fired_time: 0.0918235630, output_fired_time: 0.0000000000, propagate_forward_time: 5.4769220352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623880386
validation[          , genome  6117] predictions:    9666/  10000 (96.66%), best:    9673/10000 (96.73%), error:      1110.10559, best error:      1085.05884 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.5343093872s, input_fired_time: 0.7507164478, output_fired_time: 0.7694224715, propagate_forward_time: 27.4365711212, propagate_backward_time: 42.9337196350, weight_update_time: 0.1623961031, other_time: 2.6438789368
epoch time: 6.3178472519s, input_fired_time: 0.0973714814, output_fired_time: 0.0000000000, propagate_forward_time: 5.7343597412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861159325
validation[          , genome  6117] predictions:    9670/  10000 (96.70%), best:    9673/10000 (96.73%), error:      1088.32971, best error:      1085.05884 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 74.3095855713s, input_fired_time: 0.7467374206, output_fired_time: 0.7650427818, propagate_forward_time: 27.3385276794, propagate_backward_time: 42.7913513184, weight_update_time: 0.1612329930, other_time: 2.6679267883
epoch time: 6.2101716995s, input_fired_time: 0.0951250419, output_fired_time: 0.0000000000, propagate_forward_time: 5.6418561935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731903076
validation[          , genome  6117] predictions:    9546/  10000 (95.46%), best:    9673/10000 (96.73%), error:      1496.36121, best error:      1085.05884 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 73.2272491455s, input_fired_time: 0.7364533544, output_fired_time: 0.7511333227, propagate_forward_time: 26.9836692810, propagate_backward_time: 42.1234931946, weight_update_time: 0.1607564092, other_time: 2.6324996948
epoch time: 6.1381402016s, input_fired_time: 0.0934513062, output_fired_time: 0.0000000000, propagate_forward_time: 5.5720615387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726271629
validation[          , genome  6117] predictions:    9633/  10000 (96.33%), best:    9673/10000 (96.73%), error:      1211.21521, best error:      1085.05884 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.7848510742s, input_fired_time: 0.7452583313, output_fired_time: 0.7702687383, propagate_forward_time: 27.5899257660, propagate_backward_time: 43.0416336060, weight_update_time: 0.1605130732, other_time: 2.6377639771
epoch time: 6.1417112350s, input_fired_time: 0.0969215706, output_fired_time: 0.0000000000, propagate_forward_time: 5.5759153366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688744545
validation[          , genome  6117] predictions:    9622/  10000 (96.22%), best:    9673/10000 (96.73%), error:      1304.74780, best error:      1085.05884 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 75.5349502563s, input_fired_time: 0.7553083301, output_fired_time: 0.7749845982, propagate_forward_time: 27.9486789703, propagate_backward_time: 43.4159965515, weight_update_time: 0.1618463397, other_time: 2.6399803162
epoch time: 5.9556245804s, input_fired_time: 0.0914441571, output_fired_time: 0.0000000000, propagate_forward_time: 5.3984961510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656844139
validation[          , genome  6117] predictions:    9653/  10000 (96.53%), best:    9673/10000 (96.73%), error:      1099.54846, best error:      1085.05884 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.5532073975s, input_fired_time: 0.7392106652, output_fired_time: 0.7618921995, propagate_forward_time: 27.5997982025, propagate_backward_time: 42.8886680603, weight_update_time: 0.1598954350, other_time: 2.5636329651
epoch time: 5.8143172264s, input_fired_time: 0.0911777020, output_fired_time: 0.0000000000, propagate_forward_time: 5.2575001717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656395912
validation[          , genome  6117] predictions:    9629/  10000 (96.29%), best:    9673/10000 (96.73%), error:      1258.01514, best error:      1085.05884 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 73.5899810791s, input_fired_time: 0.7375921011, output_fired_time: 0.7607138157, propagate_forward_time: 26.9629878998, propagate_backward_time: 42.4818611145, weight_update_time: 0.1606361121, other_time: 2.6468238831
epoch time: 6.2249054909s, input_fired_time: 0.0968407840, output_fired_time: 0.0000000000, propagate_forward_time: 5.6663742065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616904259
validation[          , genome  6117] predictions:    9654/  10000 (96.54%), best:    9673/10000 (96.73%), error:      1117.23621, best error:      1085.05884 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.5797729492s, input_fired_time: 0.7466995716, output_fired_time: 0.7658149600, propagate_forward_time: 27.5038146973, propagate_backward_time: 42.8815002441, weight_update_time: 0.1629138440, other_time: 2.6819458008
epoch time: 6.1958394051s, input_fired_time: 0.0937521309, output_fired_time: 0.0000000000, propagate_forward_time: 5.6439657211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581217766
validation[          , genome  6117] predictions:    9600/  10000 (96.00%), best:    9673/10000 (96.73%), error:      1247.18701, best error:      1085.05884 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.1428222656s, input_fired_time: 0.7458996773, output_fired_time: 0.7667570114, propagate_forward_time: 27.8294963837, propagate_backward_time: 43.1646957397, weight_update_time: 0.1620596796, other_time: 2.6359710693
epoch time: 5.9777426720s, input_fired_time: 0.0945091024, output_fired_time: 0.0000000000, propagate_forward_time: 5.4187107086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645228386
validation[          , genome  6117] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1053.06091, best error:      1053.06091 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.9903106689s, input_fired_time: 0.7497311831, output_fired_time: 0.7663587332, propagate_forward_time: 27.7524604797, propagate_backward_time: 43.0860061646, weight_update_time: 0.1610022783, other_time: 2.6357536316
epoch time: 6.2284607887s, input_fired_time: 0.0950759426, output_fired_time: 0.0000000000, propagate_forward_time: 5.6599955559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733891487
validation[          , genome  6117] predictions:    9619/  10000 (96.19%), best:    9674/10000 (96.74%), error:      1190.66589, best error:      1053.06091 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 75.0867691040s, input_fired_time: 0.7447671294, output_fired_time: 0.7690183520, propagate_forward_time: 27.7893714905, propagate_backward_time: 43.1539573669, weight_update_time: 0.1620109826, other_time: 2.6296539307
epoch time: 6.0750675201s, input_fired_time: 0.0936075076, output_fired_time: 0.0000000000, propagate_forward_time: 5.5173511505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641089439
validation[          , genome  6117] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       926.48340, best error:       926.48340 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 74.8194351196s, input_fired_time: 0.7459077239, output_fired_time: 0.7694151402, propagate_forward_time: 27.6867389679, propagate_backward_time: 42.9557037354, weight_update_time: 0.1614802331, other_time: 2.6616668701
epoch time: 6.1363329887s, input_fired_time: 0.0952357799, output_fired_time: 0.0000000000, propagate_forward_time: 5.5612444878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798526764
validation[          , genome  6117] predictions:    9661/  10000 (96.61%), best:    9726/10000 (97.26%), error:      1106.94617, best error:       926.48340 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 75.0695190430s, input_fired_time: 0.7500059009, output_fired_time: 0.7730338573, propagate_forward_time: 27.7602043152, propagate_backward_time: 43.1404266357, weight_update_time: 0.1632808894, other_time: 2.6458473206
epoch time: 5.9385743141s, input_fired_time: 0.0947849527, output_fired_time: 0.0000000000, propagate_forward_time: 5.3790316582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647579193
validation[          , genome  6117] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:      1079.24536, best error:       926.48340 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 75.0140075684s, input_fired_time: 0.7448927760, output_fired_time: 0.7685599923, propagate_forward_time: 27.7414093018, propagate_backward_time: 43.1374092102, weight_update_time: 0.1611178666, other_time: 2.6217308044
epoch time: 6.1265654564s, input_fired_time: 0.0932785943, output_fired_time: 0.0000000000, propagate_forward_time: 5.5818419456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514451027
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:      1041.06775, best error:       926.48340 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.2299194336s, input_fired_time: 0.7447583675, output_fired_time: 0.7584195733, propagate_forward_time: 27.4606266022, propagate_backward_time: 42.6690559387, weight_update_time: 0.1607081443, other_time: 2.5970573425
epoch time: 5.9865188599s, input_fired_time: 0.0938766822, output_fired_time: 0.0000000000, propagate_forward_time: 5.4315824509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610595703
validation[          , genome  6117] predictions:    9674/  10000 (96.74%), best:    9726/10000 (97.26%), error:      1028.61768, best error:       926.48340 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 74.5590438843s, input_fired_time: 0.7534754276, output_fired_time: 0.7629802227, propagate_forward_time: 27.6172561646, propagate_backward_time: 42.7492179871, weight_update_time: 0.1629880965, other_time: 2.6761131287
epoch time: 6.1573061943s, input_fired_time: 0.0929612368, output_fired_time: 0.0000000000, propagate_forward_time: 5.6144876480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498572350
validation[          , genome  6117] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1081.33704, best error:       926.48340 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.8982086182s, input_fired_time: 0.7480263710, output_fired_time: 0.7627552152, propagate_forward_time: 27.7186717987, propagate_backward_time: 43.0437355042, weight_update_time: 0.1615222692, other_time: 2.6250190735
epoch time: 6.1525235176s, input_fired_time: 0.0935544446, output_fired_time: 0.0000000000, propagate_forward_time: 5.6052536964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537153244
validation[          , genome  6117] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:       982.80060, best error:       926.48340 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 75.3707962036s, input_fired_time: 0.7601416111, output_fired_time: 0.7747008801, propagate_forward_time: 27.8456745148, propagate_backward_time: 43.2757606506, weight_update_time: 0.1638119817, other_time: 2.7145195007
epoch time: 6.3487672806s, input_fired_time: 0.0983828381, output_fired_time: 0.0000000000, propagate_forward_time: 5.7668166161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835677147
validation[          , genome  6117] predictions:    9698/  10000 (96.98%), best:    9726/10000 (97.26%), error:       996.47668, best error:       926.48340 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 74.3215866089s, input_fired_time: 0.7474933267, output_fired_time: 0.7645907402, propagate_forward_time: 27.3478145599, propagate_backward_time: 42.7981681824, weight_update_time: 0.1628129780, other_time: 2.6635246277
epoch time: 6.0825214386s, input_fired_time: 0.0955419391, output_fired_time: 0.0000000000, propagate_forward_time: 5.5190587044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679207802
validation[          , genome  6117] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:       991.81201, best error:       926.48340 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 74.6630249023s, input_fired_time: 0.7484283447, output_fired_time: 0.7655737400, propagate_forward_time: 27.5924587250, propagate_backward_time: 42.9110412598, weight_update_time: 0.1620346308, other_time: 2.6455230713
epoch time: 6.2861919403s, input_fired_time: 0.0968358740, output_fired_time: 0.0000000000, propagate_forward_time: 5.7162480354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731078148
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:       975.98627, best error:       926.48340 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 75.4448852539s, input_fired_time: 0.7533961535, output_fired_time: 0.7682389617, propagate_forward_time: 27.9640960693, propagate_backward_time: 43.3019676208, weight_update_time: 0.1621172130, other_time: 2.6571846008
epoch time: 6.1125230789s, input_fired_time: 0.0936936587, output_fired_time: 0.0000000000, propagate_forward_time: 5.5630660057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557633400
validation[          , genome  6117] predictions:    9711/  10000 (97.11%), best:    9726/10000 (97.26%), error:       947.77661, best error:       926.48340 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 73.5205154419s, input_fired_time: 0.7413695455, output_fired_time: 0.7596361637, propagate_forward_time: 27.0372734070, propagate_backward_time: 42.3434066772, weight_update_time: 0.1592615545, other_time: 2.6388282776
epoch time: 5.4450449944s, input_fired_time: 0.0956731141, output_fired_time: 0.0000000000, propagate_forward_time: 4.8308439255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185279846
validation[          , genome  6117] predictions:    9669/  10000 (96.69%), best:    9726/10000 (97.26%), error:      1113.78320, best error:       926.48340 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 75.8923645020s, input_fired_time: 0.7571749091, output_fired_time: 0.7756904960, propagate_forward_time: 28.1462192535, propagate_backward_time: 43.5875625610, weight_update_time: 0.1638392061, other_time: 2.6257247925
epoch time: 6.2965373993s, input_fired_time: 0.0972397402, output_fired_time: 0.0000000000, propagate_forward_time: 5.7218952179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774022102
validation[          , genome  6117] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1051.15039, best error:       926.48340 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 75.0908279419s, input_fired_time: 0.7572363615, output_fired_time: 0.7725424767, propagate_forward_time: 27.6913375854, propagate_backward_time: 43.1984710693, weight_update_time: 0.1638704091, other_time: 2.6712417603
epoch time: 6.1007633209s, input_fired_time: 0.0955553278, output_fired_time: 0.0000000000, propagate_forward_time: 5.5431442261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620637894
validation[          , genome  6117] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1016.67200, best error:       926.48340 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 74.3909454346s, input_fired_time: 0.7603142858, output_fired_time: 0.7710751295, propagate_forward_time: 27.1771907806, propagate_backward_time: 43.0300941467, weight_update_time: 0.1602911949, other_time: 2.6522712708
epoch time: 5.9411201477s, input_fired_time: 0.0924912170, output_fired_time: 0.0000000000, propagate_forward_time: 5.4016618729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469671249
validation[          , genome  6117] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       943.85205, best error:       926.48340 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 74.1021270752s, input_fired_time: 0.7474404573, output_fired_time: 0.7740235925, propagate_forward_time: 27.3075084686, propagate_backward_time: 42.6460380554, weight_update_time: 0.1584999859, other_time: 2.6271095276
epoch time: 5.9670763016s, input_fired_time: 0.0954968631, output_fired_time: 0.0000000000, propagate_forward_time: 5.4094867706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620928764
validation[          , genome  6117] predictions:    9675/  10000 (96.75%), best:    9726/10000 (97.26%), error:      1014.43762, best error:       926.48340 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.7837142944s, input_fired_time: 0.7491043806, output_fired_time: 0.7656108737, propagate_forward_time: 27.7195014954, propagate_backward_time: 42.9326057434, weight_update_time: 0.1609392762, other_time: 2.6168899536
epoch time: 6.0625977516s, input_fired_time: 0.0959691033, output_fired_time: 0.0000000000, propagate_forward_time: 5.4791159630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875125885
validation[          , genome  6117] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:       963.03320, best error:       926.48340 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 74.3374786377s, input_fired_time: 0.7487443686, output_fired_time: 0.7591587901, propagate_forward_time: 27.4726886749, propagate_backward_time: 42.7754020691, weight_update_time: 0.1583363116, other_time: 2.5814933777
epoch time: 5.5726437569s, input_fired_time: 0.0901225284, output_fired_time: 0.0000000000, propagate_forward_time: 5.0374360085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450850487
validation[          , genome  6117] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1007.63019, best error:       926.48340 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 72.3979568481s, input_fired_time: 0.7329602242, output_fired_time: 0.7608425021, propagate_forward_time: 26.3006153107, propagate_backward_time: 41.9374809265, weight_update_time: 0.1572962254, other_time: 2.6660575867
epoch time: 6.1303882599s, input_fired_time: 0.0944796279, output_fired_time: 0.0000000000, propagate_forward_time: 5.5826892853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532194138
validation[          , genome  6117] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:      1020.62817, best error:       926.48340 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 75.4587326050s, input_fired_time: 0.7600421906, output_fired_time: 0.7706181407, propagate_forward_time: 27.9412631989, propagate_backward_time: 43.3654251099, weight_update_time: 0.1615739614, other_time: 2.6213912964
epoch time: 5.9780139923s, input_fired_time: 0.0936044082, output_fired_time: 0.0000000000, propagate_forward_time: 5.4295225143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548869133
validation[          , genome  6117] predictions:    9712/  10000 (97.12%), best:    9726/10000 (97.26%), error:       995.39655, best error:       926.48340 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 73.3529129028s, input_fired_time: 0.7398668528, output_fired_time: 0.7587826848, propagate_forward_time: 26.9387989044, propagate_backward_time: 42.2962379456, weight_update_time: 0.1584420055, other_time: 2.6192283630
epoch time: 6.7337722778s, input_fired_time: 0.1071487963, output_fired_time: 0.0000000000, propagate_forward_time: 6.1116223335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150012970
validation[          , genome  6117] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       955.03088, best error:       926.48340 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 74.2221908569s, input_fired_time: 0.7426167130, output_fired_time: 0.7595931888, propagate_forward_time: 27.3240013123, propagate_backward_time: 42.7934112549, weight_update_time: 0.1609040201, other_time: 2.6025733948
epoch time: 6.0189523697s, input_fired_time: 0.0941337869, output_fired_time: 0.0000000000, propagate_forward_time: 5.4663414955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584770203
validation[          , genome  6117] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1085.62695, best error:       926.48340 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 75.3627014160s, input_fired_time: 0.7567719817, output_fired_time: 0.7750053406, propagate_forward_time: 27.8874111176, propagate_backward_time: 43.3060035706, weight_update_time: 0.1608791053, other_time: 2.6375007629
epoch time: 6.2822222710s, input_fired_time: 0.0972406641, output_fired_time: 0.0000000000, propagate_forward_time: 5.7105402946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744415283
validation[          , genome  6117] predictions:    9699/  10000 (96.99%), best:    9726/10000 (97.26%), error:       975.03308, best error:       926.48340 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 75.0634613037s, input_fired_time: 0.7490878701, output_fired_time: 0.7652494311, propagate_forward_time: 27.8205680847, propagate_backward_time: 43.1155891418, weight_update_time: 0.1602590978, other_time: 2.6129684448
epoch time: 6.1216440201s, input_fired_time: 0.0968358144, output_fired_time: 0.0000000000, propagate_forward_time: 5.5635228157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612855911
validation[          , genome  6117] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:      1060.28149, best error:       926.48340 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 73.8986511230s, input_fired_time: 0.7499063015, output_fired_time: 0.7596157193, propagate_forward_time: 27.2931747437, propagate_backward_time: 42.4894218445, weight_update_time: 0.1597976834, other_time: 2.6065330505
epoch time: 6.0816388130s, input_fired_time: 0.0948072597, output_fired_time: 0.0000000000, propagate_forward_time: 5.5368776321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499540329
validation[          , genome  6117] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1116.99475, best error:       926.48340 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.8104553223s, input_fired_time: 0.7529778481, output_fired_time: 0.7638437152, propagate_forward_time: 27.6863899231, propagate_backward_time: 42.9718513489, weight_update_time: 0.1609112918, other_time: 2.6353912354
epoch time: 5.9612073898s, input_fired_time: 0.0950121582, output_fired_time: 0.0000000000, propagate_forward_time: 5.4078917503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583034515
validation[          , genome  6117] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       971.41467, best error:       926.48340 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 75.5869979858s, input_fired_time: 0.7656278014, output_fired_time: 0.7767403126, propagate_forward_time: 27.9985103607, propagate_backward_time: 43.3630218506, weight_update_time: 0.1626515687, other_time: 2.6830978394
epoch time: 6.0979471207s, input_fired_time: 0.0930826366, output_fired_time: 0.0000000000, propagate_forward_time: 5.5536150932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512495995
validation[          , genome  6117] predictions:    9673/  10000 (96.73%), best:    9726/10000 (97.26%), error:       983.18829, best error:       926.48340 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 74.8578643799s, input_fired_time: 0.7580480576, output_fired_time: 0.7688130140, propagate_forward_time: 27.6757030487, propagate_backward_time: 43.0094413757, weight_update_time: 0.1606911421, other_time: 2.6458549500
epoch time: 6.5516781807s, input_fired_time: 0.1046207994, output_fired_time: 0.0000000000, propagate_forward_time: 5.9326567650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144004822
validation[          , genome  6117] predictions:    9679/  10000 (96.79%), best:    9726/10000 (97.26%), error:      1014.88086, best error:       926.48340 on epoch:    28, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 74.9290390015s, input_fired_time: 0.7547619939, output_fired_time: 0.7697409987, propagate_forward_time: 27.6193733215, propagate_backward_time: 43.1381416321, weight_update_time: 0.1616369933, other_time: 2.6470260620
epoch time: 6.1728906631s, input_fired_time: 0.0959106162, output_fired_time: 0.0000000000, propagate_forward_time: 5.6254558563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515242577
validation[          , genome  6117] predictions:    9711/  10000 (97.11%), best:    9726/10000 (97.26%), error:       993.16364, best error:       926.48340 on epoch:    28, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 74.9427261353s, input_fired_time: 0.7530503869, output_fired_time: 0.7673273683, propagate_forward_time: 27.7841320038, propagate_backward_time: 43.0650825500, weight_update_time: 0.1602320671, other_time: 2.5731315613
epoch time: 6.1540012360s, input_fired_time: 0.0947197974, output_fired_time: 0.0000000000, propagate_forward_time: 5.5889368057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703445435
validation[          , genome  6117] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       907.86871, best error:       907.86871 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 74.4054107666s, input_fired_time: 0.7537094951, output_fired_time: 0.7570812702, propagate_forward_time: 27.5236549377, propagate_backward_time: 42.7749023438, weight_update_time: 0.1607531458, other_time: 2.5960655212
epoch time: 6.0640950203s, input_fired_time: 0.0957271680, output_fired_time: 0.0000000000, propagate_forward_time: 5.5010290146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673390388
validation[          , genome  6117] predictions:    9707/  10000 (97.07%), best:    9718/10000 (97.18%), error:       923.59399, best error:       907.86871 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 74.4570388794s, input_fired_time: 0.7473136783, output_fired_time: 0.7650449872, propagate_forward_time: 27.5617179871, propagate_backward_time: 42.8026351929, weight_update_time: 0.1582547128, other_time: 2.5803260803
epoch time: 6.6650242805s, input_fired_time: 0.1068341583, output_fired_time: 0.0000000000, propagate_forward_time: 6.0420284271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161619186
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9718/10000 (97.18%), error:       929.78375, best error:       907.86871 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 75.2660903931s, input_fired_time: 0.7561571598, output_fired_time: 0.7720701694, propagate_forward_time: 27.9286880493, propagate_backward_time: 43.2084808350, weight_update_time: 0.1613887697, other_time: 2.6006927490
epoch time: 5.4616289139s, input_fired_time: 0.0928126052, output_fired_time: 0.0000000000, propagate_forward_time: 4.9037718773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650444984
validation[          , genome  6117] predictions:    9618/  10000 (96.18%), best:    9718/10000 (97.18%), error:      1166.93799, best error:       907.86871 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 73.2202453613s, input_fired_time: 0.7479488850, output_fired_time: 0.7554069161, propagate_forward_time: 27.0555973053, propagate_backward_time: 42.0900382996, weight_update_time: 0.1568242162, other_time: 2.5712547302
epoch time: 6.1734895706s, input_fired_time: 0.1022842228, output_fired_time: 0.0000000000, propagate_forward_time: 5.5366530418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345520973
validation[          , genome  6117] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1063.16699, best error:       907.86871 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 75.4331817627s, input_fired_time: 0.7599884272, output_fired_time: 0.7746113539, propagate_forward_time: 27.9910469055, propagate_backward_time: 43.2751960754, weight_update_time: 0.1621713191, other_time: 2.6323394775
epoch time: 6.1030483246s, input_fired_time: 0.0947367623, output_fired_time: 0.0000000000, propagate_forward_time: 5.5545630455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537487030
validation[          , genome  6117] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       896.27795, best error:       896.27795 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 75.4161987305s, input_fired_time: 0.7583014965, output_fired_time: 0.7752734423, propagate_forward_time: 27.9511318207, propagate_backward_time: 43.3129196167, weight_update_time: 0.1621917039, other_time: 2.6185684204
epoch time: 6.1624407768s, input_fired_time: 0.0949295387, output_fired_time: 0.0000000000, propagate_forward_time: 5.6153335571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521775246
validation[          , genome  6117] predictions:    9664/  10000 (96.64%), best:    9716/10000 (97.16%), error:      1053.69214, best error:       896.27795 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.8917846680s, input_fired_time: 0.7606995106, output_fired_time: 0.7709107995, propagate_forward_time: 27.5733203888, propagate_backward_time: 43.0996856689, weight_update_time: 0.1622154713, other_time: 2.6871719360
epoch time: 6.1735091209s, input_fired_time: 0.0974071622, output_fired_time: 0.0000000000, propagate_forward_time: 5.5996189117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764828682
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9716/10000 (97.16%), error:       948.85052, best error:       896.27795 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 73.9330291748s, input_fired_time: 0.7577850223, output_fired_time: 0.7605311871, propagate_forward_time: 27.1816444397, propagate_backward_time: 42.5982017517, weight_update_time: 0.1591312736, other_time: 2.6348724365
epoch time: 6.2302560806s, input_fired_time: 0.0988738015, output_fired_time: 0.0000000000, propagate_forward_time: 5.6564502716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749321938
validation[          , genome  6117] predictions:    9691/  10000 (96.91%), best:    9716/10000 (97.16%), error:      1017.43073, best error:       896.27795 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 74.6282501221s, input_fired_time: 0.7557718754, output_fired_time: 0.7680120468, propagate_forward_time: 27.5542583466, propagate_backward_time: 42.8756828308, weight_update_time: 0.1632281244, other_time: 2.6745185852
epoch time: 6.1507163048s, input_fired_time: 0.0949764773, output_fired_time: 0.0000000000, propagate_forward_time: 5.5975122452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582276344
validation[          , genome  6117] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       939.05627, best error:       896.27795 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 74.8405685425s, input_fired_time: 0.7523969412, output_fired_time: 0.7677969933, propagate_forward_time: 27.7042064667, propagate_backward_time: 43.0345611572, weight_update_time: 0.1594284475, other_time: 2.5816040039
epoch time: 6.3152418137s, input_fired_time: 0.1003738791, output_fired_time: 0.0000000000, propagate_forward_time: 5.7333760262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814920425
validation[          , genome  6117] predictions:    9670/  10000 (96.70%), best:    9716/10000 (97.16%), error:      1070.62024, best error:       896.27795 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.5148773193s, input_fired_time: 0.7519448400, output_fired_time: 0.7635986209, propagate_forward_time: 27.5285606384, propagate_backward_time: 42.8724174500, weight_update_time: 0.1598604620, other_time: 2.5983581543
epoch time: 6.2791857719s, input_fired_time: 0.1002391130, output_fired_time: 0.0000000000, propagate_forward_time: 5.6970076561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819388390
validation[          , genome  6117] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:       989.22302, best error:       896.27795 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 74.7716293335s, input_fired_time: 0.7587321997, output_fired_time: 0.7632560730, propagate_forward_time: 27.6783390045, propagate_backward_time: 42.9970779419, weight_update_time: 0.1594517529, other_time: 2.5742187500
epoch time: 6.1584916115s, input_fired_time: 0.0977262855, output_fired_time: 0.0000000000, propagate_forward_time: 5.5900354385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707298279
validation[          , genome  6117] predictions:    9632/  10000 (96.32%), best:    9716/10000 (97.16%), error:      1141.88171, best error:       896.27795 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 75.3423919678s, input_fired_time: 0.7657533884, output_fired_time: 0.7738021612, propagate_forward_time: 27.8157825470, propagate_backward_time: 43.3424530029, weight_update_time: 0.1613201201, other_time: 2.6445999146
epoch time: 6.5614395142s, input_fired_time: 0.1042351499, output_fired_time: 0.0000000000, propagate_forward_time: 5.9541144371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030899048
validation[          , genome  6117] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       911.52258, best error:       896.27795 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.4223251343s, input_fired_time: 0.7642833591, output_fired_time: 0.7733627558, propagate_forward_time: 27.9229412079, propagate_backward_time: 43.3208541870, weight_update_time: 0.1627049148, other_time: 2.6408843994
epoch time: 5.8535814285s, input_fired_time: 0.0943359584, output_fired_time: 0.0000000000, propagate_forward_time: 5.3153872490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438581467
validation[          , genome  6117] predictions:    9705/  10000 (97.05%), best:    9716/10000 (97.16%), error:       940.09143, best error:       896.27795 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 74.2172546387s, input_fired_time: 0.7516446710, output_fired_time: 0.7658982277, propagate_forward_time: 27.2660312653, propagate_backward_time: 42.8305397034, weight_update_time: 0.1594431996, other_time: 2.6031379700
epoch time: 6.1558699608s, input_fired_time: 0.0960271284, output_fired_time: 0.0000000000, propagate_forward_time: 5.6038265228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560165405
validation[          , genome  6117] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:       947.50134, best error:       896.27795 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 74.4053573608s, input_fired_time: 0.7616600990, output_fired_time: 0.7625374198, propagate_forward_time: 27.4964504242, propagate_backward_time: 42.7357597351, weight_update_time: 0.1626162976, other_time: 2.6489524841
epoch time: 6.2270445824s, input_fired_time: 0.0978699848, output_fired_time: 0.0000000000, propagate_forward_time: 5.6544046402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747700691
validation[          , genome  6117] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1062.54651, best error:       896.27795 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 74.1893386841s, input_fired_time: 0.7532808781, output_fired_time: 0.7655084133, propagate_forward_time: 27.3539466858, propagate_backward_time: 42.6656494141, weight_update_time: 0.1599154919, other_time: 2.6509513855
epoch time: 6.1395249367s, input_fired_time: 0.0988046452, output_fired_time: 0.0000000000, propagate_forward_time: 5.5822968483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584236145
validation[          , genome  6117] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:       954.85150, best error:       896.27795 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 75.3643569946s, input_fired_time: 0.7653815746, output_fired_time: 0.7715594769, propagate_forward_time: 27.9209060669, propagate_backward_time: 43.2483711243, weight_update_time: 0.1625322849, other_time: 2.6581382751
epoch time: 6.6950430870s, input_fired_time: 0.1090323254, output_fired_time: 0.0000000000, propagate_forward_time: 6.0720191002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139918327
validation[          , genome  6117] predictions:    9704/  10000 (97.04%), best:    9716/10000 (97.16%), error:       914.27161, best error:       896.27795 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 75.0937042236s, input_fired_time: 0.7621522546, output_fired_time: 0.7663568258, propagate_forward_time: 27.8675460815, propagate_backward_time: 43.0825920105, weight_update_time: 0.1593155414, other_time: 2.6150550842
epoch time: 6.2582240105s, input_fired_time: 0.1002793089, output_fired_time: 0.0000000000, propagate_forward_time: 5.6729598045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849848747
validation[          , genome  6117] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1004.86768, best error:       896.27795 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 74.8876647949s, input_fired_time: 0.7614058256, output_fired_time: 0.7657322288, propagate_forward_time: 27.7405452728, propagate_backward_time: 43.0194625854, weight_update_time: 0.1610853672, other_time: 2.6005172729
epoch time: 6.3132610321s, input_fired_time: 0.1004703268, output_fired_time: 0.0000000000, propagate_forward_time: 5.7378153801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749751091
validation[          , genome  6117] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:       939.13019, best error:       896.27795 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 74.4881439209s, input_fired_time: 0.7548068762, output_fired_time: 0.7647840381, propagate_forward_time: 27.6028747559, propagate_backward_time: 42.7738571167, weight_update_time: 0.1600770056, other_time: 2.5918197632
epoch time: 5.9626622200s, input_fired_time: 0.0967421085, output_fired_time: 0.0000000000, propagate_forward_time: 5.3952674866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706525803
validation[          , genome  6117] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:       966.39453, best error:       896.27795 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 73.9660797119s, input_fired_time: 0.7542108297, output_fired_time: 0.7588033080, propagate_forward_time: 27.2325744629, propagate_backward_time: 42.5738601685, weight_update_time: 0.1587925255, other_time: 2.6466293335
epoch time: 6.2784333229s, input_fired_time: 0.1001699567, output_fired_time: 0.0000000000, propagate_forward_time: 5.7032098770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750533104
validation[          , genome  6117] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1032.82666, best error:       896.27795 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.2365112305s, input_fired_time: 0.7607483864, output_fired_time: 0.7633243799, propagate_forward_time: 27.4147319794, propagate_backward_time: 42.6576194763, weight_update_time: 0.1634186953, other_time: 2.6400871277
epoch time: 5.9167399406s, input_fired_time: 0.0947782695, output_fired_time: 0.0000000000, propagate_forward_time: 5.3671054840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548563957
validation[          , genome  6117] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1020.31226, best error:       896.27795 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 75.1212844849s, input_fired_time: 0.7607777119, output_fired_time: 0.7703821063, propagate_forward_time: 27.8093280792, propagate_backward_time: 43.1672210693, weight_update_time: 0.1619221866, other_time: 2.6135711670
epoch time: 6.2929611206s, input_fired_time: 0.1007207483, output_fired_time: 0.0000000000, propagate_forward_time: 5.7102756500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819645882
validation[          , genome  6117] predictions:    9652/  10000 (96.52%), best:    9716/10000 (97.16%), error:      1050.53296, best error:       896.27795 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 74.3390045166s, input_fired_time: 0.7569408417, output_fired_time: 0.7645253539, propagate_forward_time: 27.4562568665, propagate_backward_time: 42.7657966614, weight_update_time: 0.1587839425, other_time: 2.5954818726
epoch time: 5.9947690964s, input_fired_time: 0.0985060483, output_fired_time: 0.0000000000, propagate_forward_time: 5.4197268486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765362740
validation[          , genome  6117] predictions:    9725/  10000 (97.25%), best:    9716/10000 (97.16%), error:       902.59320, best error:       896.27795 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 75.6069259644s, input_fired_time: 0.7600337267, output_fired_time: 0.7687187791, propagate_forward_time: 28.0909938812, propagate_backward_time: 43.4357528687, weight_update_time: 0.1616195440, other_time: 2.5514221191
epoch time: 6.0464930534s, input_fired_time: 0.0987845287, output_fired_time: 0.0000000000, propagate_forward_time: 5.4662342072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814743996
validation[          , genome  6117] predictions:    9709/  10000 (97.09%), best:    9716/10000 (97.16%), error:       928.46912, best error:       896.27795 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 75.3474655151s, input_fired_time: 0.7633630633, output_fired_time: 0.7689586878, propagate_forward_time: 27.9131107330, propagate_backward_time: 43.3196334839, weight_update_time: 0.1606260240, other_time: 2.5823974609
epoch time: 6.1174693108s, input_fired_time: 0.0968126506, output_fired_time: 0.0000000000, propagate_forward_time: 5.5544271469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662294388
validation[          , genome  6117] predictions:    9700/  10000 (97.00%), best:    9716/10000 (97.16%), error:       926.70367, best error:       896.27795 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 75.5455932617s, input_fired_time: 0.7659521103, output_fired_time: 0.7710381150, propagate_forward_time: 28.0636577606, propagate_backward_time: 43.3476829529, weight_update_time: 0.1626863182, other_time: 2.5972557068
epoch time: 6.0559101105s, input_fired_time: 0.0972995907, output_fired_time: 0.0000000000, propagate_forward_time: 5.4782280922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803824425
validation[          , genome  6117] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       890.82770, best error:       890.82770 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 76.0996398926s, input_fired_time: 0.7818951011, output_fired_time: 0.7789444327, propagate_forward_time: 28.2315368652, propagate_backward_time: 43.6712379456, weight_update_time: 0.1629374921, other_time: 2.6360206604
epoch time: 6.1489367485s, input_fired_time: 0.0960904807, output_fired_time: 0.0000000000, propagate_forward_time: 5.6026983261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501481056
validation[          , genome  6117] predictions:    9631/  10000 (96.31%), best:    9726/10000 (97.26%), error:      1161.65796, best error:       890.82770 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 74.9877624512s, input_fired_time: 0.7676821351, output_fired_time: 0.7649565935, propagate_forward_time: 27.7396774292, propagate_backward_time: 43.0958633423, weight_update_time: 0.1608198136, other_time: 2.6195831299
epoch time: 6.1179080009s, input_fired_time: 0.0968390107, output_fired_time: 0.0000000000, propagate_forward_time: 5.5592556000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618134499
validation[          , genome  6117] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:       962.27246, best error:       890.82770 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 73.8579864502s, input_fired_time: 0.7515227795, output_fired_time: 0.7567372322, propagate_forward_time: 27.3350543976, propagate_backward_time: 42.4575424194, weight_update_time: 0.1583707035, other_time: 2.5571289063
epoch time: 6.6233377457s, input_fired_time: 0.1068801135, output_fired_time: 0.0000000000, propagate_forward_time: 6.0117239952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047335625
validation[          , genome  6117] predictions:    9618/  10000 (96.18%), best:    9726/10000 (97.26%), error:      1270.04321, best error:       890.82770 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 75.1591720581s, input_fired_time: 0.7685433626, output_fired_time: 0.7685503960, propagate_forward_time: 27.7551403046, propagate_backward_time: 43.1837768555, weight_update_time: 0.1631150842, other_time: 2.6831588745
epoch time: 6.1264581680s, input_fired_time: 0.0974491239, output_fired_time: 0.0000000000, propagate_forward_time: 5.5586214066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703874588
validation[          , genome  6117] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:       967.50226, best error:       890.82770 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 74.7870635986s, input_fired_time: 0.7629857063, output_fired_time: 0.7654420137, propagate_forward_time: 27.7368354797, propagate_backward_time: 42.9137763977, weight_update_time: 0.1614321470, other_time: 2.6080245972
epoch time: 5.9737348557s, input_fired_time: 0.0972237065, output_fired_time: 0.0000000000, propagate_forward_time: 5.4193902016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571208954
validation[          , genome  6117] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1058.16895, best error:       890.82770 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 75.4081344604s, input_fired_time: 0.7645494938, output_fired_time: 0.7677546740, propagate_forward_time: 27.9722385406, propagate_backward_time: 43.3362350464, weight_update_time: 0.1626617163, other_time: 2.5673599243
epoch time: 6.3320899010s, input_fired_time: 0.1036500409, output_fired_time: 0.0000000000, propagate_forward_time: 5.7403998375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880399704
validation[          , genome  6117] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1009.43793, best error:       890.82770 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.8319625854s, input_fired_time: 0.7604023814, output_fired_time: 0.7624924183, propagate_forward_time: 27.7155857086, propagate_backward_time: 43.0362167358, weight_update_time: 0.1614552587, other_time: 2.5572738647
epoch time: 5.7845654488s, input_fired_time: 0.0963078216, output_fired_time: 0.0000000000, propagate_forward_time: 5.1834130287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048446655
validation[          , genome  6117] predictions:    9668/  10000 (96.68%), best:    9726/10000 (97.26%), error:      1045.72095, best error:       890.82770 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 75.7418670654s, input_fired_time: 0.7718244195, output_fired_time: 0.7750430107, propagate_forward_time: 28.0778598785, propagate_backward_time: 43.4782257080, weight_update_time: 0.1629585326, other_time: 2.6389160156
epoch time: 6.1121764183s, input_fired_time: 0.0963288173, output_fired_time: 0.0000000000, propagate_forward_time: 5.5601019859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557456970
validation[          , genome  6117] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:       989.60315, best error:       890.82770 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 73.0264739990s, input_fired_time: 0.7595836520, output_fired_time: 0.7498719692, propagate_forward_time: 26.9256782532, propagate_backward_time: 41.9809875488, weight_update_time: 0.1580332220, other_time: 2.6103553772
epoch time: 6.1189789772s, input_fired_time: 0.0968090817, output_fired_time: 0.0000000000, propagate_forward_time: 5.5618271828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603428841
validation[          , genome  6117] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:       977.42102, best error:       890.82770 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 75.2159347534s, input_fired_time: 0.7620840073, output_fired_time: 0.7678819895, propagate_forward_time: 27.9233226776, propagate_backward_time: 43.2070846558, weight_update_time: 0.1585929692, other_time: 2.5555572510
epoch time: 6.0966072083s, input_fired_time: 0.0974830687, output_fired_time: 0.0000000000, propagate_forward_time: 5.5340800285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650440216
validation[          , genome  6117] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       884.94995, best error:       884.94995 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 73.9878692627s, input_fired_time: 0.7680723071, output_fired_time: 0.7570015192, propagate_forward_time: 27.3136882782, propagate_backward_time: 42.5014228821, weight_update_time: 0.1595887095, other_time: 2.6476783752
epoch time: 5.8770813942s, input_fired_time: 0.0962203518, output_fired_time: 0.0000000000, propagate_forward_time: 5.2972865105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835743904
validation[          , genome  6117] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:       927.23779, best error:       884.94995 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 75.2825088501s, input_fired_time: 0.7644811869, output_fired_time: 0.7657799125, propagate_forward_time: 27.9352893829, propagate_backward_time: 43.2265243530, weight_update_time: 0.1594325006, other_time: 2.5904388428
epoch time: 6.1422357559s, input_fired_time: 0.0953013822, output_fired_time: 0.0000000000, propagate_forward_time: 5.5942292213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527053833
validation[          , genome  6117] predictions:    9722/  10000 (97.22%), best:    9718/10000 (97.18%), error:       899.57043, best error:       884.94995 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 75.3110809326s, input_fired_time: 0.7691485882, output_fired_time: 0.7697649598, propagate_forward_time: 27.9355297089, propagate_backward_time: 43.2485923767, weight_update_time: 0.1591396332, other_time: 2.5880393982
epoch time: 6.1103796959s, input_fired_time: 0.0977097973, output_fired_time: 0.0000000000, propagate_forward_time: 5.5429081917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697618484
validation[          , genome  6117] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       865.64435, best error:       865.64435 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 75.3170166016s, input_fired_time: 0.7606798410, output_fired_time: 0.7661190033, propagate_forward_time: 27.9442882538, propagate_backward_time: 43.2775573730, weight_update_time: 0.1598628312, other_time: 2.5683670044
epoch time: 6.2064695358s, input_fired_time: 0.0987381116, output_fired_time: 0.0000000000, propagate_forward_time: 5.6363711357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713602066
validation[          , genome  6117] predictions:    9716/  10000 (97.16%), best:    9728/10000 (97.28%), error:       951.00543, best error:       865.64435 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.6454391479s, input_fired_time: 0.7652968168, output_fired_time: 0.7687056661, propagate_forward_time: 28.1028137207, propagate_backward_time: 43.4537506104, weight_update_time: 0.1612244695, other_time: 2.5548706055
epoch time: 5.5706110001s, input_fired_time: 0.0962230340, output_fired_time: 0.0000000000, propagate_forward_time: 4.9670386314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073494911
validation[          , genome  6117] predictions:    9609/  10000 (96.09%), best:    9728/10000 (97.28%), error:      1261.90405, best error:       865.64435 on epoch:    98, 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: 30.8108100891s, input_fired_time: 0.4945762455, output_fired_time: 0.0000000000, propagate_forward_time: 27.9337940216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3824405670
best training[          , genome  6117] predictions:   49459/  50000 (98.92%), best:    9728/10000 (97.28%), error:      2030.16150, best error:       865.64435 on epoch:    98, 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: 6.1587028503s, input_fired_time: 0.0962569937, output_fired_time: 0.0000000000, propagate_forward_time: 5.6073079109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551377296
   testing[          , genome  6117] predictions:    9761/  10000 (97.61%), best:    9728/10000 (97.28%), error:       803.14777, best error:       865.64435 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:17:37 (2900): called boinc_finish(0)

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