Nameexact_genome_1512568488_42_4509_0
Workunit2593746
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline12 Dec 2017, 8:27:24 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 46 min 2 sec
CPU time2 hours 45 min 10 sec
Validate stateValid
Credit1,230.88
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.26 MB
Peak swap size157.60 MB
Peak disk usage1.78 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1142530739, output_fired_time: 0.0000000000, propagate_forward_time: 6.8253793716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691996574
validation[          , genome  4509] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1327.22266, best error:      1327.22266 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.9455108643s, input_fired_time: 0.9242188334, output_fired_time: 0.8466798067, propagate_forward_time: 34.2724227905, propagate_backward_time: 51.2194824219, weight_update_time: 0.1304042041, other_time: 2.6827087402
epoch time: 7.3988442421s, input_fired_time: 0.1152610034, output_fired_time: 0.0000000000, propagate_forward_time: 6.8171677589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664154053
validation[          , genome  4509] predictions:    9530/  10000 (95.30%), best:    9605/10000 (96.05%), error:      1698.63550, best error:      1327.22266 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.3632507324s, input_fired_time: 0.9248038530, output_fired_time: 0.8397969007, propagate_forward_time: 34.0604934692, propagate_backward_time: 50.8326377869, weight_update_time: 0.1295720339, other_time: 2.7055168152
epoch time: 7.4766068459s, input_fired_time: 0.1186424121, output_fired_time: 0.0000000000, propagate_forward_time: 6.8681015968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898629189
validation[          , genome  4509] predictions:    9610/  10000 (96.10%), best:    9605/10000 (96.05%), error:      1375.61438, best error:      1327.22266 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.8984146118s, input_fired_time: 0.9113184810, output_fired_time: 0.8338522911, propagate_forward_time: 33.9174041748, propagate_backward_time: 50.6278038025, weight_update_time: 0.1293765157, other_time: 2.6080360413
epoch time: 7.4032559395s, input_fired_time: 0.1154017970, output_fired_time: 0.0000000000, propagate_forward_time: 6.8128437996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750103951
validation[          , genome  4509] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1327.09875, best error:      1327.09875 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.6047134399s, input_fired_time: 0.9388187528, output_fired_time: 0.8375634551, propagate_forward_time: 34.1947746277, propagate_backward_time: 50.9052314758, weight_update_time: 0.1315318942, other_time: 2.7283248901
epoch time: 7.3973274231s, input_fired_time: 0.1150939167, output_fired_time: 0.0000000000, propagate_forward_time: 6.8072052002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750285149
validation[          , genome  4509] predictions:    9614/  10000 (96.14%), best:    9607/10000 (96.07%), error:      1339.51855, best error:      1327.09875 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.0427398682s, input_fired_time: 0.9325985909, output_fired_time: 0.8536205888, propagate_forward_time: 34.2277336121, propagate_backward_time: 51.2858505249, weight_update_time: 0.1306256652, other_time: 2.7429313660
epoch time: 7.4955563545s, input_fired_time: 0.1182912886, output_fired_time: 0.0000000000, propagate_forward_time: 6.8965830803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806818962
validation[          , genome  4509] predictions:    9573/  10000 (95.73%), best:    9607/10000 (96.07%), error:      1503.34241, best error:      1327.09875 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.7090606689s, input_fired_time: 0.9409828782, output_fired_time: 0.8328731656, propagate_forward_time: 34.1990966797, propagate_backward_time: 51.0286941528, weight_update_time: 0.1309609413, other_time: 2.7074127197
epoch time: 7.4354400635s, input_fired_time: 0.1191928983, output_fired_time: 0.0000000000, propagate_forward_time: 6.8437614441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724855423
validation[          , genome  4509] predictions:    9602/  10000 (96.02%), best:    9607/10000 (96.07%), error:      1327.93701, best error:      1327.09875 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.3318481445s, input_fired_time: 0.9333435297, output_fired_time: 0.8441807628, propagate_forward_time: 34.0414505005, propagate_backward_time: 50.8213768005, weight_update_time: 0.1301726103, other_time: 2.6915016174
epoch time: 7.4595746994s, input_fired_time: 0.1242940128, output_fired_time: 0.0000000000, propagate_forward_time: 6.8325014114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027794838
validation[          , genome  4509] predictions:    9597/  10000 (95.97%), best:    9607/10000 (96.07%), error:      1350.98926, best error:      1327.09875 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.0219650269s, input_fired_time: 0.9380804300, output_fired_time: 0.8329686522, propagate_forward_time: 34.3099861145, propagate_backward_time: 51.3035316467, weight_update_time: 0.1294320524, other_time: 2.6373977661
epoch time: 7.4098138809s, input_fired_time: 0.1147625893, output_fired_time: 0.0000000000, propagate_forward_time: 6.8259320259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691190720
validation[          , genome  4509] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1334.73865, best error:      1327.09875 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.1598129272s, input_fired_time: 0.9327044487, output_fired_time: 0.8396375775, propagate_forward_time: 33.9986839294, propagate_backward_time: 50.6897506714, weight_update_time: 0.1302831173, other_time: 2.6990394592
epoch time: 7.3041543961s, input_fired_time: 0.1184563041, output_fired_time: 0.0000000000, propagate_forward_time: 6.7060441971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796538353
validation[          , genome  4509] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1297.67761, best error:      1297.67761 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.2723159790s, input_fired_time: 0.9446120858, output_fired_time: 0.8474761844, propagate_forward_time: 34.4003295898, propagate_backward_time: 51.2779655457, weight_update_time: 0.1314041764, other_time: 2.8019371033
epoch time: 7.3335700035s, input_fired_time: 0.1172451079, output_fired_time: 0.0000000000, propagate_forward_time: 6.7252187729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911060333
validation[          , genome  4509] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1280.63892, best error:      1280.63892 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 90.1135025024s, input_fired_time: 0.9443259239, output_fired_time: 0.8361961842, propagate_forward_time: 34.3134880066, propagate_backward_time: 51.2786140442, weight_update_time: 0.1344828159, other_time: 2.7408752441
epoch time: 7.6801009178s, input_fired_time: 0.1267088205, output_fired_time: 0.0000000000, propagate_forward_time: 7.0422005653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111913681
validation[          , genome  4509] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1221.17261, best error:      1221.17261 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 90.3464279175s, input_fired_time: 0.9448648691, output_fired_time: 0.8346234560, propagate_forward_time: 34.4913940430, propagate_backward_time: 51.2195777893, weight_update_time: 0.1379546523, other_time: 2.8559684753
epoch time: 7.3894677162s, input_fired_time: 0.1176320985, output_fired_time: 0.0000000000, propagate_forward_time: 6.7970824242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747533798
validation[          , genome  4509] predictions:    9598/  10000 (95.98%), best:    9647/10000 (96.47%), error:      1345.38208, best error:      1221.17261 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.8969650269s, input_fired_time: 0.9465928078, output_fired_time: 0.8408762217, propagate_forward_time: 34.2540435791, propagate_backward_time: 51.1395339966, weight_update_time: 0.1315643042, other_time: 2.7159194946
epoch time: 7.3663063049s, input_fired_time: 0.1145553961, output_fired_time: 0.0000000000, propagate_forward_time: 6.7849617004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667892456
validation[          , genome  4509] predictions:    9638/  10000 (96.38%), best:    9647/10000 (96.47%), error:      1247.21936, best error:      1221.17261 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.0666046143s, input_fired_time: 0.9491440058, output_fired_time: 0.8478257656, propagate_forward_time: 34.3438034058, propagate_backward_time: 51.2147903442, weight_update_time: 0.1317660064, other_time: 2.7110443115
epoch time: 7.4827270508s, input_fired_time: 0.1192955822, output_fired_time: 0.0000000000, propagate_forward_time: 6.8775835037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858479500
validation[          , genome  4509] predictions:    9622/  10000 (96.22%), best:    9647/10000 (96.47%), error:      1285.17615, best error:      1221.17261 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.7185516357s, input_fired_time: 0.9350559115, output_fired_time: 0.8394787908, propagate_forward_time: 34.2161636353, propagate_backward_time: 51.0278739929, weight_update_time: 0.1301864237, other_time: 2.6999778748
epoch time: 7.4202690125s, input_fired_time: 0.1187162176, output_fired_time: 0.0000000000, propagate_forward_time: 6.8135476112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880051613
validation[          , genome  4509] predictions:    9590/  10000 (95.90%), best:    9647/10000 (96.47%), error:      1371.32568, best error:      1221.17261 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.9682388306s, input_fired_time: 0.9372950196, output_fired_time: 0.8417849541, propagate_forward_time: 34.2660980225, propagate_backward_time: 51.1543960571, weight_update_time: 0.1307694167, other_time: 2.7686691284
epoch time: 7.3976473808s, input_fired_time: 0.1156857014, output_fired_time: 0.0000000000, propagate_forward_time: 6.8125114441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694499969
validation[          , genome  4509] predictions:    9568/  10000 (95.68%), best:    9647/10000 (96.47%), error:      1415.67114, best error:      1221.17261 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 90.3404464722s, input_fired_time: 0.9323018789, output_fired_time: 0.8491111994, propagate_forward_time: 34.4844856262, propagate_backward_time: 51.3464622498, weight_update_time: 0.1302514821, other_time: 2.7280807495
epoch time: 7.3957157135s, input_fired_time: 0.1202950105, output_fired_time: 0.0000000000, propagate_forward_time: 6.8062744141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691462517
validation[          , genome  4509] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1201.67297, best error:      1201.67297 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 90.1864318848s, input_fired_time: 0.9441763163, output_fired_time: 0.8418718576, propagate_forward_time: 34.2942771912, propagate_backward_time: 51.3668899536, weight_update_time: 0.1327280104, other_time: 2.7392158508
epoch time: 7.5278902054s, input_fired_time: 0.1192224845, output_fired_time: 0.0000000000, propagate_forward_time: 6.9135570526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951105118
validation[          , genome  4509] predictions:    9621/  10000 (96.21%), best:    9653/10000 (96.53%), error:      1270.36560, best error:      1201.67297 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.3494796753s, input_fired_time: 0.9634979367, output_fired_time: 0.8490904570, propagate_forward_time: 34.3918685913, propagate_backward_time: 51.3424415588, weight_update_time: 0.1368175894, other_time: 2.8025779724
epoch time: 7.8417110443s, input_fired_time: 0.1195945069, output_fired_time: 0.0000000000, propagate_forward_time: 7.2090988159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130176544
validation[          , genome  4509] predictions:    9642/  10000 (96.42%), best:    9653/10000 (96.53%), error:      1224.23901, best error:      1201.67297 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.1053695679s, input_fired_time: 0.9625673890, output_fired_time: 0.8517599702, propagate_forward_time: 34.7197875977, propagate_backward_time: 51.7142601013, weight_update_time: 0.1480707079, other_time: 2.8569908142
epoch time: 7.3872156143s, input_fired_time: 0.1162491888, output_fired_time: 0.0000000000, propagate_forward_time: 6.8035173416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674491882
validation[          , genome  4509] predictions:    9500/  10000 (95.00%), best:    9653/10000 (96.53%), error:      1673.35193, best error:      1201.67297 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 89.8602371216s, input_fired_time: 0.9476514459, output_fired_time: 0.8465554714, propagate_forward_time: 34.1718101501, propagate_backward_time: 51.1202545166, weight_update_time: 0.1316620857, other_time: 2.7739601135
epoch time: 7.3007979393s, input_fired_time: 0.1143984199, output_fired_time: 0.0000000000, propagate_forward_time: 6.7243070602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620923996
validation[          , genome  4509] predictions:    9636/  10000 (96.36%), best:    9653/10000 (96.53%), error:      1222.29138, best error:      1201.67297 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.4624938965s, input_fired_time: 0.9457781315, output_fired_time: 0.8502164483, propagate_forward_time: 34.4407119751, propagate_backward_time: 51.4571037292, weight_update_time: 0.1310911775, other_time: 2.7686805725
epoch time: 7.3919954300s, input_fired_time: 0.1155074686, output_fired_time: 0.0000000000, propagate_forward_time: 6.8081150055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683728218
validation[          , genome  4509] predictions:    9611/  10000 (96.11%), best:    9653/10000 (96.53%), error:      1311.56360, best error:      1201.67297 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.3095321655s, input_fired_time: 0.9462094903, output_fired_time: 0.8488181233, propagate_forward_time: 34.4610862732, propagate_backward_time: 51.2936172485, weight_update_time: 0.1306295246, other_time: 2.7597999573
epoch time: 7.4246172905s, input_fired_time: 0.1172998995, output_fired_time: 0.0000000000, propagate_forward_time: 6.8393030167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680142403
validation[          , genome  4509] predictions:    9600/  10000 (96.00%), best:    9653/10000 (96.53%), error:      1257.31494, best error:      1201.67297 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.1827392578s, input_fired_time: 0.9646861553, output_fired_time: 0.8618544936, propagate_forward_time: 34.7096366882, propagate_backward_time: 51.8121719360, weight_update_time: 0.1318378448, other_time: 2.8343925476
epoch time: 7.3879237175s, input_fired_time: 0.1156544015, output_fired_time: 0.0000000000, propagate_forward_time: 6.8055114746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667577744
validation[          , genome  4509] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1184.27100, best error:      1184.27100 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.7774505615s, input_fired_time: 0.9480466247, output_fired_time: 0.8418374062, propagate_forward_time: 34.2569961548, propagate_backward_time: 51.0264282227, weight_update_time: 0.1306796819, other_time: 2.7041473389
epoch time: 7.6068763733s, input_fired_time: 0.1298157126, output_fired_time: 0.0000000000, propagate_forward_time: 6.9714570045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056037903
validation[          , genome  4509] predictions:    9637/  10000 (96.37%), best:    9655/10000 (96.55%), error:      1202.88440, best error:      1184.27100 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.9544372559s, input_fired_time: 0.9545817971, output_fired_time: 0.8462585807, propagate_forward_time: 34.2577896118, propagate_backward_time: 51.1288452148, weight_update_time: 0.1318556219, other_time: 2.7669601440
epoch time: 7.4133000374s, input_fired_time: 0.1162311882, output_fired_time: 0.0000000000, propagate_forward_time: 6.8300881386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669809341
validation[          , genome  4509] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1183.94055, best error:      1183.94055 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 89.7773818970s, input_fired_time: 0.9485341907, output_fired_time: 0.8455471992, propagate_forward_time: 34.2489624023, propagate_backward_time: 51.0616226196, weight_update_time: 0.1312400699, other_time: 2.6727142334
epoch time: 7.4285330772s, input_fired_time: 0.1161416024, output_fired_time: 0.0000000000, propagate_forward_time: 6.8463397026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660515785
validation[          , genome  4509] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1181.14307, best error:      1181.14307 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.0991973877s, input_fired_time: 0.9486606121, output_fired_time: 0.8459450006, propagate_forward_time: 34.3943290710, propagate_backward_time: 51.2469635010, weight_update_time: 0.1300704479, other_time: 2.6632957458
epoch time: 7.4342832565s, input_fired_time: 0.1164313853, output_fired_time: 0.0000000000, propagate_forward_time: 6.8551454544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627065659
validation[          , genome  4509] predictions:    9621/  10000 (96.21%), best:    9662/10000 (96.62%), error:      1302.46411, best error:      1181.14307 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.1930770874s, input_fired_time: 0.9294484258, output_fired_time: 0.8423541188, propagate_forward_time: 34.0548896790, propagate_backward_time: 50.7409133911, weight_update_time: 0.1295799017, other_time: 2.6254692078
epoch time: 7.6834435463s, input_fired_time: 0.1259429157, output_fired_time: 0.0000000000, propagate_forward_time: 7.0438318253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136690140
validation[          , genome  4509] predictions:    9578/  10000 (95.78%), best:    9662/10000 (96.62%), error:      1448.76440, best error:      1181.14307 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.3101806641s, input_fired_time: 0.9605511427, output_fired_time: 0.8613581061, propagate_forward_time: 34.4667053223, propagate_backward_time: 51.2572021484, weight_update_time: 0.1311418861, other_time: 2.7643661499
epoch time: 7.3578987122s, input_fired_time: 0.1159959957, output_fired_time: 0.0000000000, propagate_forward_time: 6.7753810883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665217400
validation[          , genome  4509] predictions:    9638/  10000 (96.38%), best:    9662/10000 (96.62%), error:      1221.59387, best error:      1181.14307 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 89.4153213501s, input_fired_time: 0.9479961395, output_fired_time: 0.8385747671, propagate_forward_time: 34.0887451172, propagate_backward_time: 50.7883262634, weight_update_time: 0.1307442635, other_time: 2.7516746521
epoch time: 7.2972073555s, input_fired_time: 0.1157363132, output_fired_time: 0.0000000000, propagate_forward_time: 6.7199420929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615287781
validation[          , genome  4509] predictions:    9634/  10000 (96.34%), best:    9662/10000 (96.62%), error:      1237.29724, best error:      1181.14307 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.3075485229s, input_fired_time: 0.9699609280, output_fired_time: 0.8503077626, propagate_forward_time: 34.4158897400, propagate_backward_time: 51.2292671204, weight_update_time: 0.1313464344, other_time: 2.8421173096
epoch time: 7.3596458435s, input_fired_time: 0.1171078980, output_fired_time: 0.0000000000, propagate_forward_time: 6.7778325081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647054672
validation[          , genome  4509] predictions:    9655/  10000 (96.55%), best:    9662/10000 (96.62%), error:      1234.17407, best error:      1181.14307 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.1683197021s, input_fired_time: 0.9638461471, output_fired_time: 0.8511953950, propagate_forward_time: 34.3508186340, propagate_backward_time: 51.2758789063, weight_update_time: 0.1312180012, other_time: 2.7265815735
epoch time: 7.5579657555s, input_fired_time: 0.1220219955, output_fired_time: 0.0000000000, propagate_forward_time: 6.9415388107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944047928
validation[          , genome  4509] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1170.20313, best error:      1170.20313 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.6792526245s, input_fired_time: 0.9423704743, output_fired_time: 0.8477883339, propagate_forward_time: 34.5418930054, propagate_backward_time: 51.6307678223, weight_update_time: 0.1300137192, other_time: 2.7164382935
epoch time: 7.5223011971s, input_fired_time: 0.1198781207, output_fired_time: 0.0000000000, propagate_forward_time: 6.8986210823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038018227
validation[          , genome  4509] predictions:    9653/  10000 (96.53%), best:    9649/10000 (96.49%), error:      1196.54773, best error:      1170.20313 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.6816024780s, input_fired_time: 0.9784781337, output_fired_time: 0.8415216804, propagate_forward_time: 34.5193710327, propagate_backward_time: 51.5080032349, weight_update_time: 0.1415571272, other_time: 2.8342285156
epoch time: 7.6393346786s, input_fired_time: 0.1264118999, output_fired_time: 0.0000000000, propagate_forward_time: 7.0070123672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059103966
validation[          , genome  4509] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1154.14539, best error:      1154.14539 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.8209609985s, input_fired_time: 0.9800762534, output_fired_time: 0.8563404083, propagate_forward_time: 34.9359550476, propagate_backward_time: 52.1377677917, weight_update_time: 0.1324762851, other_time: 2.9108200073
epoch time: 7.3975620270s, input_fired_time: 0.1181114018, output_fired_time: 0.0000000000, propagate_forward_time: 6.8121314049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673190117
validation[          , genome  4509] predictions:    9627/  10000 (96.27%), best:    9651/10000 (96.51%), error:      1207.96460, best error:      1154.14539 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.2066040039s, input_fired_time: 0.9515689611, output_fired_time: 0.8472322822, propagate_forward_time: 34.4369125366, propagate_backward_time: 51.2247467041, weight_update_time: 0.1311553866, other_time: 2.7461471558
epoch time: 7.3420333862s, input_fired_time: 0.1169933081, output_fired_time: 0.0000000000, propagate_forward_time: 6.7581000328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669399261
validation[          , genome  4509] predictions:    9620/  10000 (96.20%), best:    9651/10000 (96.51%), error:      1268.05823, best error:      1154.14539 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 89.5687561035s, input_fired_time: 0.9401337504, output_fired_time: 0.8438710570, propagate_forward_time: 34.1357765198, propagate_backward_time: 50.9595489502, weight_update_time: 0.1303983927, other_time: 2.6894264221
epoch time: 7.3575754166s, input_fired_time: 0.1167842001, output_fired_time: 0.0000000000, propagate_forward_time: 6.7716550827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691362381
validation[          , genome  4509] predictions:    9617/  10000 (96.17%), best:    9651/10000 (96.51%), error:      1277.31567, best error:      1154.14539 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.4910430908s, input_fired_time: 0.9659228921, output_fired_time: 0.8386636972, propagate_forward_time: 34.5007171631, propagate_backward_time: 51.4180793762, weight_update_time: 0.1317211241, other_time: 2.7676658630
epoch time: 7.3497195244s, input_fired_time: 0.1165154800, output_fired_time: 0.0000000000, propagate_forward_time: 6.7691392899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640645981
validation[          , genome  4509] predictions:    9607/  10000 (96.07%), best:    9651/10000 (96.51%), error:      1268.58069, best error:      1154.14539 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.6003646851s, input_fired_time: 0.9546413422, output_fired_time: 0.8587823510, propagate_forward_time: 34.4142189026, propagate_backward_time: 51.5858879089, weight_update_time: 0.1357909739, other_time: 2.7868347168
epoch time: 7.4777655602s, input_fired_time: 0.1205913126, output_fired_time: 0.0000000000, propagate_forward_time: 6.8863825798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707918167
validation[          , genome  4509] predictions:    9658/  10000 (96.58%), best:    9651/10000 (96.51%), error:      1214.38550, best error:      1154.14539 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.4933547974s, input_fired_time: 0.9660896659, output_fired_time: 0.8523023129, propagate_forward_time: 34.4682502747, propagate_backward_time: 51.3533477783, weight_update_time: 0.1334065795, other_time: 2.8533668518
epoch time: 7.3561038971s, input_fired_time: 0.1158308089, output_fired_time: 0.0000000000, propagate_forward_time: 6.7656340599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746389389
validation[          , genome  4509] predictions:    9662/  10000 (96.62%), best:    9651/10000 (96.51%), error:      1194.62683, best error:      1154.14539 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.6749954224s, input_fired_time: 1.0152723789, output_fired_time: 0.8537181616, propagate_forward_time: 34.9023818970, propagate_backward_time: 51.9615325928, weight_update_time: 0.1369395703, other_time: 2.9420852661
epoch time: 7.3656225204s, input_fired_time: 0.1175296903, output_fired_time: 0.0000000000, propagate_forward_time: 6.7833428383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647498131
validation[          , genome  4509] predictions:    9602/  10000 (96.02%), best:    9651/10000 (96.51%), error:      1362.64941, best error:      1154.14539 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.5677947998s, input_fired_time: 0.9721579552, output_fired_time: 0.8660638332, propagate_forward_time: 34.5023841858, propagate_backward_time: 51.4169883728, weight_update_time: 0.1366017610, other_time: 2.8101959229
epoch time: 7.5722479820s, input_fired_time: 0.1230752319, output_fired_time: 0.0000000000, propagate_forward_time: 6.9561295509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930434227
validation[          , genome  4509] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1143.81726, best error:      1143.81726 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.8224563599s, input_fired_time: 0.9507578015, output_fired_time: 0.8400245905, propagate_forward_time: 34.1625709534, propagate_backward_time: 51.1060638428, weight_update_time: 0.1368091851, other_time: 2.7630348206
epoch time: 7.3966827393s, input_fired_time: 0.1189883947, output_fired_time: 0.0000000000, propagate_forward_time: 6.8067765236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709177017
validation[          , genome  4509] predictions:    9637/  10000 (96.37%), best:    9665/10000 (96.65%), error:      1252.05444, best error:      1143.81726 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.2979888916s, input_fired_time: 0.9324048162, output_fired_time: 0.8369060755, propagate_forward_time: 34.0885429382, propagate_backward_time: 50.8104362488, weight_update_time: 0.1294165552, other_time: 2.6296997070
epoch time: 7.2230262756s, input_fired_time: 0.1169655845, output_fired_time: 0.0000000000, propagate_forward_time: 6.6465144157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595460892
validation[          , genome  4509] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1138.55420, best error:      1138.55420 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.2290802002s, input_fired_time: 0.9690068960, output_fired_time: 0.8423429132, propagate_forward_time: 34.3178176880, propagate_backward_time: 51.3054199219, weight_update_time: 0.1322346926, other_time: 2.7944869995
epoch time: 7.4106159210s, input_fired_time: 0.1184593961, output_fired_time: 0.0000000000, propagate_forward_time: 6.8265166283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656400681
validation[          , genome  4509] predictions:    9631/  10000 (96.31%), best:    9678/10000 (96.78%), error:      1273.20313, best error:      1138.55420 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.1996688843s, input_fired_time: 0.9582978487, output_fired_time: 0.8559980392, propagate_forward_time: 34.3829956055, propagate_backward_time: 51.2365951538, weight_update_time: 0.1362165064, other_time: 2.7657852173
epoch time: 7.4455833435s, input_fired_time: 0.1211972758, output_fired_time: 0.0000000000, propagate_forward_time: 6.8446445465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797415733
validation[          , genome  4509] predictions:    9640/  10000 (96.40%), best:    9678/10000 (96.78%), error:      1276.17004, best error:      1138.55420 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.1093826294s, input_fired_time: 0.9615419507, output_fired_time: 0.8613201380, propagate_forward_time: 34.6611900330, propagate_backward_time: 51.7715454102, weight_update_time: 0.1365441084, other_time: 2.8537864685
epoch time: 7.4156484604s, input_fired_time: 0.1207268089, output_fired_time: 0.0000000000, propagate_forward_time: 6.8098316193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850902557
validation[          , genome  4509] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1122.15710, best error:      1122.15710 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 90.4128341675s, input_fired_time: 0.9566630125, output_fired_time: 0.8457888365, propagate_forward_time: 34.4131736755, propagate_backward_time: 51.4361839294, weight_update_time: 0.1311121136, other_time: 2.7610244751
epoch time: 7.4093651772s, input_fired_time: 0.1211356148, output_fired_time: 0.0000000000, propagate_forward_time: 6.8049311638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832983017
validation[          , genome  4509] predictions:    9654/  10000 (96.54%), best:    9663/10000 (96.63%), error:      1131.61279, best error:      1122.15710 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 90.0314407349s, input_fired_time: 0.9582159519, output_fired_time: 0.8418635130, propagate_forward_time: 34.3185577393, propagate_backward_time: 51.1363677979, weight_update_time: 0.1315961778, other_time: 2.7764358521
epoch time: 7.3384256363s, input_fired_time: 0.1173231751, output_fired_time: 0.0000000000, propagate_forward_time: 6.7580790520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630231857
validation[          , genome  4509] predictions:    9648/  10000 (96.48%), best:    9663/10000 (96.63%), error:      1188.48279, best error:      1122.15710 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.3043670654s, input_fired_time: 0.9732223749, output_fired_time: 0.8455197811, propagate_forward_time: 34.3252677917, propagate_backward_time: 51.3719062805, weight_update_time: 0.1309945434, other_time: 2.7884521484
epoch time: 7.4737529755s, input_fired_time: 0.1179407015, output_fired_time: 0.0000000000, propagate_forward_time: 6.8844189644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713931084
validation[          , genome  4509] predictions:    9560/  10000 (95.60%), best:    9663/10000 (96.63%), error:      1422.87524, best error:      1122.15710 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 90.2520065308s, input_fired_time: 0.9700350165, output_fired_time: 0.8443571925, propagate_forward_time: 34.4549636841, propagate_backward_time: 51.2145462036, weight_update_time: 0.1325588077, other_time: 2.7681045532
epoch time: 7.5828938484s, input_fired_time: 0.1224814132, output_fired_time: 0.0000000000, propagate_forward_time: 6.9692258835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4911866188
validation[          , genome  4509] predictions:    9633/  10000 (96.33%), best:    9663/10000 (96.63%), error:      1265.70813, best error:      1122.15710 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.5615539551s, input_fired_time: 0.9764900208, output_fired_time: 0.8578956723, propagate_forward_time: 34.5080566406, propagate_backward_time: 51.4007873535, weight_update_time: 0.1351221800, other_time: 2.8183288574
epoch time: 7.4881958961s, input_fired_time: 0.1216130853, output_fired_time: 0.0000000000, propagate_forward_time: 6.8779883385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885945320
validation[          , genome  4509] predictions:    9646/  10000 (96.46%), best:    9663/10000 (96.63%), error:      1236.74426, best error:      1122.15710 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.4003219604s, input_fired_time: 0.9377844334, output_fired_time: 0.8366971612, propagate_forward_time: 34.1265907288, propagate_backward_time: 50.8240470886, weight_update_time: 0.1296645850, other_time: 2.6752014160
epoch time: 7.7193531990s, input_fired_time: 0.1199150980, output_fired_time: 0.0000000000, propagate_forward_time: 7.1131963730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862418175
validation[          , genome  4509] predictions:    9644/  10000 (96.44%), best:    9663/10000 (96.63%), error:      1211.62476, best error:      1122.15710 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 89.4416427612s, input_fired_time: 0.9594726563, output_fired_time: 0.8363293409, propagate_forward_time: 34.1183433533, propagate_backward_time: 50.8323059082, weight_update_time: 0.1304322183, other_time: 2.6951942444
epoch time: 7.5019598007s, input_fired_time: 0.1294488162, output_fired_time: 0.0000000000, propagate_forward_time: 6.8832569122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892539978
validation[          , genome  4509] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1117.60669, best error:      1117.60669 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.1282882690s, input_fired_time: 0.9671664238, output_fired_time: 0.8573052287, propagate_forward_time: 34.3362236023, propagate_backward_time: 51.1960639954, weight_update_time: 0.1310852170, other_time: 2.7715301514
epoch time: 7.2595062256s, input_fired_time: 0.1184847206, output_fired_time: 0.0000000000, propagate_forward_time: 6.6795201302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615015984
validation[          , genome  4509] predictions:    9650/  10000 (96.50%), best:    9681/10000 (96.81%), error:      1195.22156, best error:      1117.60669 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 89.2447814941s, input_fired_time: 0.9475780129, output_fired_time: 0.8481899500, propagate_forward_time: 34.0042533875, propagate_backward_time: 50.7581825256, weight_update_time: 0.1315433234, other_time: 2.6865768433
epoch time: 7.4681324959s, input_fired_time: 0.1261053830, output_fired_time: 0.0000000000, propagate_forward_time: 6.8524069786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896202087
validation[          , genome  4509] predictions:    9678/  10000 (96.78%), best:    9681/10000 (96.81%), error:      1119.95337, best error:      1117.60669 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.9721908569s, input_fired_time: 0.9484447241, output_fired_time: 0.8378031850, propagate_forward_time: 34.2774314880, propagate_backward_time: 51.2233963013, weight_update_time: 0.1300566047, other_time: 2.6851081848
epoch time: 7.3794550896s, input_fired_time: 0.1196354181, output_fired_time: 0.0000000000, propagate_forward_time: 6.7919020653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679174423
validation[          , genome  4509] predictions:    9630/  10000 (96.30%), best:    9681/10000 (96.81%), error:      1242.44897, best error:      1117.60669 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 90.6470565796s, input_fired_time: 0.9625998735, output_fired_time: 0.8567132950, propagate_forward_time: 34.4900665283, propagate_backward_time: 51.5507926941, weight_update_time: 0.1417097747, other_time: 2.7868843079
epoch time: 7.3852572441s, input_fired_time: 0.1188273951, output_fired_time: 0.0000000000, propagate_forward_time: 6.8002657890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661641121
validation[          , genome  4509] predictions:    9665/  10000 (96.65%), best:    9681/10000 (96.81%), error:      1147.28564, best error:      1117.60669 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.0396270752s, input_fired_time: 0.9703492522, output_fired_time: 0.8525671363, propagate_forward_time: 34.7025108337, propagate_backward_time: 51.6887817383, weight_update_time: 0.1376121193, other_time: 2.8254127502
epoch time: 7.4143037796s, input_fired_time: 0.1199991480, output_fired_time: 0.0000000000, propagate_forward_time: 6.8217124939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725923538
validation[          , genome  4509] predictions:    9658/  10000 (96.58%), best:    9681/10000 (96.81%), error:      1169.42749, best error:      1117.60669 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.2059478760s, input_fired_time: 0.9667273164, output_fired_time: 0.8557085395, propagate_forward_time: 34.2766418457, propagate_backward_time: 51.3356475830, weight_update_time: 0.1311724186, other_time: 2.7712249756
epoch time: 7.4757037163s, input_fired_time: 0.1232868806, output_fired_time: 0.0000000000, propagate_forward_time: 6.8501372337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022797585
validation[          , genome  4509] predictions:    9588/  10000 (95.88%), best:    9681/10000 (96.81%), error:      1379.62854, best error:      1117.60669 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 89.8368759155s, input_fired_time: 0.9546378851, output_fired_time: 0.8471775055, propagate_forward_time: 34.2804832458, propagate_backward_time: 51.0788536072, weight_update_time: 0.1295031160, other_time: 2.6757278442
epoch time: 7.3687038422s, input_fired_time: 0.1169633940, output_fired_time: 0.0000000000, propagate_forward_time: 6.7862954140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654450417
validation[          , genome  4509] predictions:    9600/  10000 (96.00%), best:    9681/10000 (96.81%), error:      1313.21985, best error:      1117.60669 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 90.1393661499s, input_fired_time: 0.9781178236, output_fired_time: 0.8628646135, propagate_forward_time: 34.3827018738, propagate_backward_time: 51.1959419250, weight_update_time: 0.1310102791, other_time: 2.7197418213
epoch time: 7.4174203873s, input_fired_time: 0.1206145063, output_fired_time: 0.0000000000, propagate_forward_time: 6.8286771774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681286812
validation[          , genome  4509] predictions:    9631/  10000 (96.31%), best:    9681/10000 (96.81%), error:      1234.08667, best error:      1117.60669 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 89.6350021362s, input_fired_time: 0.9549322724, output_fired_time: 0.8388772011, propagate_forward_time: 34.2551307678, propagate_backward_time: 50.8916206360, weight_update_time: 0.1296094954, other_time: 2.6944427490
epoch time: 7.3786277771s, input_fired_time: 0.1193036139, output_fired_time: 0.0000000000, propagate_forward_time: 6.7930154800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663085938
validation[          , genome  4509] predictions:    9649/  10000 (96.49%), best:    9681/10000 (96.81%), error:      1171.92859, best error:      1117.60669 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.2598724365s, input_fired_time: 0.9684205055, output_fired_time: 0.8517915010, propagate_forward_time: 34.4335060120, propagate_backward_time: 51.2284584045, weight_update_time: 0.1326690018, other_time: 2.7776947021
epoch time: 7.3331027031s, input_fired_time: 0.1188560128, output_fired_time: 0.0000000000, propagate_forward_time: 6.7509121895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633345604
validation[          , genome  4509] predictions:    9673/  10000 (96.73%), best:    9681/10000 (96.81%), error:      1141.94653, best error:      1117.60669 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.7443542480s, input_fired_time: 0.9757533669, output_fired_time: 0.8466678262, propagate_forward_time: 34.8974494934, propagate_backward_time: 52.1780815125, weight_update_time: 0.1309579760, other_time: 2.8464050293
epoch time: 7.5071945190s, input_fired_time: 0.1227381900, output_fired_time: 0.0000000000, propagate_forward_time: 6.9139418602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705142975
validation[          , genome  4509] predictions:    9643/  10000 (96.43%), best:    9681/10000 (96.81%), error:      1220.78552, best error:      1117.60669 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 89.0188140869s, input_fired_time: 0.9374601245, output_fired_time: 0.8344770670, propagate_forward_time: 33.9502601624, propagate_backward_time: 50.6525077820, weight_update_time: 0.1292452961, other_time: 2.6441040039
epoch time: 7.4207468033s, input_fired_time: 0.1212905943, output_fired_time: 0.0000000000, propagate_forward_time: 6.8334255219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660305977
validation[          , genome  4509] predictions:    9613/  10000 (96.13%), best:    9681/10000 (96.81%), error:      1306.19043, best error:      1117.60669 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.5542907715s, input_fired_time: 0.9439740181, output_fired_time: 0.8371787071, propagate_forward_time: 34.2322120667, propagate_backward_time: 50.8807983398, weight_update_time: 0.1300173104, other_time: 2.6601219177
epoch time: 7.3654217720s, input_fired_time: 0.1189137995, output_fired_time: 0.0000000000, propagate_forward_time: 6.7815165520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649915695
validation[          , genome  4509] predictions:    9630/  10000 (96.30%), best:    9681/10000 (96.81%), error:      1257.78748, best error:      1117.60669 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.1603012085s, input_fired_time: 0.9862411618, output_fired_time: 0.8531388044, propagate_forward_time: 34.4182662964, propagate_backward_time: 51.0740661621, weight_update_time: 0.1454566419, other_time: 2.8285827637
epoch time: 7.5490832329s, input_fired_time: 0.1237792820, output_fired_time: 0.0000000000, propagate_forward_time: 6.9334592819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918446541
validation[          , genome  4509] predictions:    9628/  10000 (96.28%), best:    9681/10000 (96.81%), error:      1295.84814, best error:      1117.60669 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 90.3322601318s, input_fired_time: 0.9595811367, output_fired_time: 0.8457230926, propagate_forward_time: 34.4076347351, propagate_backward_time: 51.3597640991, weight_update_time: 0.1356545538, other_time: 2.7595558167
epoch time: 7.4665026665s, input_fired_time: 0.1243726984, output_fired_time: 0.0000000000, propagate_forward_time: 6.8436636925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984664917
validation[          , genome  4509] predictions:    9664/  10000 (96.64%), best:    9681/10000 (96.81%), error:      1168.22656, best error:      1117.60669 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.9174270630s, input_fired_time: 0.9815667272, output_fired_time: 0.8357464671, propagate_forward_time: 34.2780609131, propagate_backward_time: 51.0232200623, weight_update_time: 0.1313429922, other_time: 2.7988319397
epoch time: 7.6079850197s, input_fired_time: 0.1248469949, output_fired_time: 0.0000000000, propagate_forward_time: 6.9857020378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974360466
validation[          , genome  4509] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1113.36816, best error:      1113.36816 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.6158370972s, input_fired_time: 0.9516101480, output_fired_time: 0.8637940288, propagate_forward_time: 34.1320457458, propagate_backward_time: 50.9866943359, weight_update_time: 0.1342124492, other_time: 2.6816978455
epoch time: 7.4944648743s, input_fired_time: 0.1211456060, output_fired_time: 0.0000000000, propagate_forward_time: 6.8991880417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741311073
validation[          , genome  4509] predictions:    9643/  10000 (96.43%), best:    9669/10000 (96.69%), error:      1155.53284, best error:      1113.36816 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.6264953613s, input_fired_time: 0.9808287024, output_fired_time: 0.8533512950, propagate_forward_time: 34.5473442078, propagate_backward_time: 51.4567871094, weight_update_time: 0.1368721128, other_time: 2.7881889343
epoch time: 7.5178084373s, input_fired_time: 0.1290011406, output_fired_time: 0.0000000000, propagate_forward_time: 6.9039750099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848322868
validation[          , genome  4509] predictions:    9659/  10000 (96.59%), best:    9669/10000 (96.69%), error:      1158.82764, best error:      1113.36816 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 89.5850830078s, input_fired_time: 0.9586609602, output_fired_time: 0.8551148176, propagate_forward_time: 34.1882781982, propagate_backward_time: 50.8752708435, weight_update_time: 0.1305671781, other_time: 2.7077522278
epoch time: 7.4141249657s, input_fired_time: 0.1221182868, output_fired_time: 0.0000000000, propagate_forward_time: 6.8243165016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676899910
validation[          , genome  4509] predictions:    9563/  10000 (95.63%), best:    9669/10000 (96.69%), error:      1493.22754, best error:      1113.36816 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 90.4900283813s, input_fired_time: 0.9740700722, output_fired_time: 0.8460496664, propagate_forward_time: 34.4840583801, propagate_backward_time: 51.4190025330, weight_update_time: 0.1340606958, other_time: 2.7668533325
epoch time: 7.5180382729s, input_fired_time: 0.1268580109, output_fired_time: 0.0000000000, propagate_forward_time: 6.8906459808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005340576
validation[          , genome  4509] predictions:    9652/  10000 (96.52%), best:    9669/10000 (96.69%), error:      1210.17566, best error:      1113.36816 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.9038009644s, input_fired_time: 0.9561182857, output_fired_time: 0.8441209197, propagate_forward_time: 34.2372932434, propagate_backward_time: 51.1817741394, weight_update_time: 0.1349238008, other_time: 2.6844940186
epoch time: 7.3760619164s, input_fired_time: 0.1171336249, output_fired_time: 0.0000000000, propagate_forward_time: 6.7925167084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664115906
validation[          , genome  4509] predictions:    9538/  10000 (95.38%), best:    9669/10000 (96.69%), error:      1538.54871, best error:      1113.36816 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 90.4994049072s, input_fired_time: 0.9720189571, output_fired_time: 0.8574770689, propagate_forward_time: 34.5111732483, propagate_backward_time: 51.3703765869, weight_update_time: 0.1313511282, other_time: 2.7883644104
epoch time: 7.3940072060s, input_fired_time: 0.1196193844, output_fired_time: 0.0000000000, propagate_forward_time: 6.8090672493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653205872
validation[          , genome  4509] predictions:    9667/  10000 (96.67%), best:    9669/10000 (96.69%), error:      1127.54944, best error:      1113.36816 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 91.0424194336s, input_fired_time: 0.9762265682, output_fired_time: 0.8550450802, propagate_forward_time: 34.7183685303, propagate_backward_time: 51.7096366882, weight_update_time: 0.1315665692, other_time: 2.7831459045
epoch time: 7.3664693832s, input_fired_time: 0.1195910051, output_fired_time: 0.0000000000, propagate_forward_time: 6.7819705009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649076462
validation[          , genome  4509] predictions:    9553/  10000 (95.53%), best:    9669/10000 (96.69%), error:      1454.01978, best error:      1113.36816 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.5657730103s, input_fired_time: 0.9815366864, output_fired_time: 0.8543586135, propagate_forward_time: 34.4315032959, propagate_backward_time: 51.5080261230, weight_update_time: 0.1347745955, other_time: 2.7903518677
epoch time: 7.2787079811s, input_fired_time: 0.1188677102, output_fired_time: 0.0000000000, propagate_forward_time: 6.6969370842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629030228
validation[          , genome  4509] predictions:    9673/  10000 (96.73%), best:    9669/10000 (96.69%), error:      1115.16614, best error:      1113.36816 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 89.4708328247s, input_fired_time: 0.9774317741, output_fired_time: 0.8524093628, propagate_forward_time: 34.0397071838, propagate_backward_time: 50.8305740356, weight_update_time: 0.1314310431, other_time: 2.7707099915
epoch time: 7.3561010361s, input_fired_time: 0.1196763143, output_fired_time: 0.0000000000, propagate_forward_time: 6.7602124214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762125015
validation[          , genome  4509] predictions:    9645/  10000 (96.45%), best:    9669/10000 (96.69%), error:      1234.03247, best error:      1113.36816 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.3625946045s, input_fired_time: 0.9707188010, output_fired_time: 0.8561190963, propagate_forward_time: 34.4823913574, propagate_backward_time: 51.3391342163, weight_update_time: 0.1311994493, other_time: 2.7142333984
epoch time: 7.5778822899s, input_fired_time: 0.1223168224, output_fired_time: 0.0000000000, propagate_forward_time: 6.9668831825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886822701
validation[          , genome  4509] predictions:    9648/  10000 (96.48%), best:    9669/10000 (96.69%), error:      1192.39917, best error:      1113.36816 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.1463546753s, input_fired_time: 0.9450209737, output_fired_time: 0.8324921727, propagate_forward_time: 34.0093154907, propagate_backward_time: 50.7001075745, weight_update_time: 0.1306902170, other_time: 2.6594200134
epoch time: 7.4852209091s, input_fired_time: 0.1193047911, output_fired_time: 0.0000000000, propagate_forward_time: 6.8959007263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700155258
validation[          , genome  4509] predictions:    9652/  10000 (96.52%), best:    9669/10000 (96.69%), error:      1195.47144, best error:      1113.36816 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.8326034546s, input_fired_time: 0.9614005685, output_fired_time: 0.8286395073, propagate_forward_time: 33.8893051147, propagate_backward_time: 50.4787139893, weight_update_time: 0.1305758953, other_time: 2.6745452881
epoch time: 7.4133210182s, input_fired_time: 0.1231366172, output_fired_time: 0.0000000000, propagate_forward_time: 6.8129501343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772343636
validation[          , genome  4509] predictions:    9649/  10000 (96.49%), best:    9669/10000 (96.69%), error:      1176.64673, best error:      1113.36816 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.6269378662s, input_fired_time: 0.9775966406, output_fired_time: 0.8553968668, propagate_forward_time: 34.5455627441, propagate_backward_time: 51.4801368713, weight_update_time: 0.1364569366, other_time: 2.7682380676
epoch time: 7.3108134270s, input_fired_time: 0.1195931062, output_fired_time: 0.0000000000, propagate_forward_time: 6.7297759056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614443779
validation[          , genome  4509] predictions:    9633/  10000 (96.33%), best:    9669/10000 (96.69%), error:      1266.46094, best error:      1113.36816 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.7971572876s, input_fired_time: 0.9876971245, output_fired_time: 0.8638051152, propagate_forward_time: 34.5512657166, propagate_backward_time: 51.6052322388, weight_update_time: 0.1321237832, other_time: 2.7891578674
epoch time: 7.4055633545s, input_fired_time: 0.1199816018, output_fired_time: 0.0000000000, propagate_forward_time: 6.8122196198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733619690
validation[          , genome  4509] predictions:    9630/  10000 (96.30%), best:    9669/10000 (96.69%), error:      1259.31506, best error:      1113.36816 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 89.5777740479s, input_fired_time: 0.9596090317, output_fired_time: 0.8410443068, propagate_forward_time: 34.1753044128, propagate_backward_time: 50.9023361206, weight_update_time: 0.1303166300, other_time: 2.6994819641
epoch time: 7.5251684189s, input_fired_time: 0.1237878874, output_fired_time: 0.0000000000, propagate_forward_time: 6.9130830765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882974625
validation[          , genome  4509] predictions:    9657/  10000 (96.57%), best:    9669/10000 (96.69%), error:      1183.51526, best error:      1113.36816 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: 37.4428443909s, input_fired_time: 0.6257126927, output_fired_time: 0.0000000000, propagate_forward_time: 34.2588005066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5583305359
best training[          , genome  4509] predictions:   49159/  50000 (98.32%), best:    9669/10000 (96.69%), error:      3167.89185, best error:      1113.36816 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: 7.4515509605s, input_fired_time: 0.1258035302, output_fired_time: 0.0000000000, propagate_forward_time: 6.8441720009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815754890
   testing[          , genome  4509] predictions:    9700/  10000 (97.00%), best:    9669/10000 (96.69%), error:      1009.71826, best error:      1113.36816 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:51:09 (6440): called boinc_finish(0)

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