Nameexact_genome_1512568488_43_7073_0
Workunit2606659
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:38 UTC
Report deadline21 Dec 2017, 7:52:05 UTC
Received8 Dec 2017, 14:58:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time7 hours 23 min 4 sec
CPU time7 hours 9 min 57 sec
Validate stateValid
Credit3,333.76
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.26 MB
Peak swap size160.16 MB
Peak disk usage2.19 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
38.48950 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 239.6889648438s, input_fired_time: 2.5445218086, output_fired_time: 2.5016055107, propagate_forward_time: 91.4721755981, propagate_backward_time: 139.0464324951, weight_update_time: 0.2139089853, other_time: 4.1242218018
epoch time: 18.8871536255s, input_fired_time: 0.3053726852, output_fired_time: 0.0000000000, propagate_forward_time: 17.8463859558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7353954315
validation[          , genome  7073] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       861.90656, best error:       838.48950 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 240.5548400879s, input_fired_time: 2.5592234135, output_fired_time: 2.5523054600, propagate_forward_time: 91.6604537964, propagate_backward_time: 139.6002502441, weight_update_time: 0.2297416180, other_time: 4.1826171875
epoch time: 19.9687995911s, input_fired_time: 0.3255828917, output_fired_time: 0.0000000000, propagate_forward_time: 18.8597469330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7834701538
validation[          , genome  7073] predictions:    9751/  10000 (97.51%), best:    9745/10000 (97.45%), error:       845.58606, best error:       838.48950 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 239.9416046143s, input_fired_time: 2.5625398159, output_fired_time: 2.5263762474, propagate_forward_time: 91.4322357178, propagate_backward_time: 139.3062591553, weight_update_time: 0.2147798985, other_time: 4.1141815186
epoch time: 19.2512340546s, input_fired_time: 0.3116523325, output_fired_time: 0.0000000000, propagate_forward_time: 18.1843318939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7552490234
validation[          , genome  7073] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       893.42676, best error:       838.48950 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 241.3839569092s, input_fired_time: 2.5611538887, output_fired_time: 2.5271711349, propagate_forward_time: 92.0328598022, propagate_backward_time: 140.0987396240, weight_update_time: 0.2134333104, other_time: 4.1640167236
epoch time: 19.0427112579s, input_fired_time: 0.3107302487, output_fired_time: 0.0000000000, propagate_forward_time: 17.9863529205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7456283569
validation[          , genome  7073] predictions:    9568/  10000 (95.68%), best:    9745/10000 (97.45%), error:      1478.00061, best error:       838.48950 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 239.3344573975s, input_fired_time: 2.5666539669, output_fired_time: 2.4916625023, propagate_forward_time: 91.3162307739, propagate_backward_time: 138.8005218506, weight_update_time: 0.2143123895, other_time: 4.1593780518
epoch time: 19.3757972717s, input_fired_time: 0.3230321407, output_fired_time: 0.0000000000, propagate_forward_time: 18.3022193909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505455017
validation[          , genome  7073] predictions:    9725/  10000 (97.25%), best:    9745/10000 (97.45%), error:       945.64349, best error:       838.48950 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 241.0815124512s, input_fired_time: 2.6107804775, output_fired_time: 2.5159409046, propagate_forward_time: 91.9424667358, propagate_backward_time: 139.8503265381, weight_update_time: 0.2133303583, other_time: 4.1620025635
epoch time: 19.6275100708s, input_fired_time: 0.3210450411, output_fired_time: 0.0000000000, propagate_forward_time: 18.5404148102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7660503387
validation[          , genome  7073] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       787.57233, best error:       787.57233 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 238.8487091064s, input_fired_time: 2.5481748581, output_fired_time: 2.4992611408, propagate_forward_time: 91.0732803345, propagate_backward_time: 138.6238555908, weight_update_time: 0.2116053849, other_time: 4.1041412354
epoch time: 19.1700077057s, input_fired_time: 0.3161339462, output_fired_time: 0.0000000000, propagate_forward_time: 18.0712165833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7826576233
validation[          , genome  7073] predictions:    9688/  10000 (96.88%), best:    9772/10000 (97.72%), error:      1020.76093, best error:       787.57233 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 239.8134155273s, input_fired_time: 2.5431683064, output_fired_time: 2.5366809368, propagate_forward_time: 91.2999191284, propagate_backward_time: 139.3201446533, weight_update_time: 0.2227343619, other_time: 4.1135101318
epoch time: 19.3536186218s, input_fired_time: 0.3155600131, output_fired_time: 0.0000000000, propagate_forward_time: 18.2816600800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7563991547
validation[          , genome  7073] predictions:    9755/  10000 (97.55%), best:    9772/10000 (97.72%), error:       838.31976, best error:       787.57233 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 241.3956756592s, input_fired_time: 2.6198925972, output_fired_time: 2.5357615948, propagate_forward_time: 92.2859573364, propagate_backward_time: 139.8361358643, weight_update_time: 0.2151382267, other_time: 4.1179351807
epoch time: 19.1121940613s, input_fired_time: 0.3117240369, output_fired_time: 0.0000000000, propagate_forward_time: 18.0577964783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426738739
validation[          , genome  7073] predictions:    9754/  10000 (97.54%), best:    9772/10000 (97.72%), error:       796.70959, best error:       787.57233 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 239.5489349365s, input_fired_time: 2.5559966564, output_fired_time: 2.4965577126, propagate_forward_time: 91.2837524414, propagate_backward_time: 139.0647277832, weight_update_time: 0.2179209143, other_time: 4.1479034424
epoch time: 19.7450542450s, input_fired_time: 0.3222733140, output_fired_time: 0.0000000000, propagate_forward_time: 18.6296100616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7931709290
validation[          , genome  7073] predictions:    9742/  10000 (97.42%), best:    9772/10000 (97.72%), error:       867.93976, best error:       787.57233 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 242.7300567627s, input_fired_time: 2.6349139214, output_fired_time: 2.5724701881, propagate_forward_time: 92.3783721924, propagate_backward_time: 140.8665008545, weight_update_time: 0.2142366469, other_time: 4.2778015137
epoch time: 19.3314189911s, input_fired_time: 0.3145948946, output_fired_time: 0.0000000000, propagate_forward_time: 18.2802639008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7365608215
validation[          , genome  7073] predictions:    9748/  10000 (97.48%), best:    9772/10000 (97.72%), error:       814.73511, best error:       787.57233 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 241.1021270752s, input_fired_time: 2.5943522453, output_fired_time: 2.5019278526, propagate_forward_time: 92.0804367065, propagate_backward_time: 139.7948913574, weight_update_time: 0.2160670310, other_time: 4.1305236816
epoch time: 19.4557437897s, input_fired_time: 0.3181025684, output_fired_time: 0.0000000000, propagate_forward_time: 18.3848247528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7528171539
validation[          , genome  7073] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       793.76825, best error:       787.57233 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 238.6951904297s, input_fired_time: 2.5538926125, output_fired_time: 2.4749562740, propagate_forward_time: 91.1180877686, propagate_backward_time: 138.4279479980, weight_update_time: 0.2123959363, other_time: 4.1203002930
epoch time: 19.6316680908s, input_fired_time: 0.3190641701, output_fired_time: 0.0000000000, propagate_forward_time: 18.5585575104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7540454865
validation[          , genome  7073] predictions:    9735/  10000 (97.35%), best:    9772/10000 (97.72%), error:       836.16034, best error:       787.57233 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 239.6881256104s, input_fired_time: 2.5623540878, output_fired_time: 2.4973511696, propagate_forward_time: 91.4484176636, propagate_backward_time: 139.0964202881, weight_update_time: 0.2154234946, other_time: 4.0836029053
epoch time: 19.2605838776s, input_fired_time: 0.3166295588, output_fired_time: 0.0000000000, propagate_forward_time: 18.1823024750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616519928
validation[          , genome  7073] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       888.22095, best error:       787.57233 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 239.4678649902s, input_fired_time: 2.5547449589, output_fired_time: 2.5028457642, propagate_forward_time: 91.3942794800, propagate_backward_time: 138.8236694336, weight_update_time: 0.2263844162, other_time: 4.1923217773
epoch time: 19.4583702087s, input_fired_time: 0.3147761226, output_fired_time: 0.0000000000, propagate_forward_time: 18.3822307587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613639832
validation[          , genome  7073] predictions:    9734/  10000 (97.34%), best:    9772/10000 (97.72%), error:       875.21759, best error:       787.57233 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 240.2434844971s, input_fired_time: 2.5778894424, output_fired_time: 2.5587992668, propagate_forward_time: 91.5684585571, propagate_backward_time: 139.3764343262, weight_update_time: 0.2221686542, other_time: 4.1618957520
epoch time: 19.3712825775s, input_fired_time: 0.3143536747, output_fired_time: 0.0000000000, propagate_forward_time: 18.3055000305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514286041
validation[          , genome  7073] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       754.82196, best error:       754.82196 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 240.1899566650s, input_fired_time: 2.6030294895, output_fired_time: 2.5181729794, propagate_forward_time: 91.4754180908, propagate_backward_time: 139.4584350586, weight_update_time: 0.2138766348, other_time: 4.1349029541
epoch time: 19.3328876495s, input_fired_time: 0.3172050118, output_fired_time: 0.0000000000, propagate_forward_time: 18.2569580078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7587242126
validation[          , genome  7073] predictions:    9716/  10000 (97.16%), best:    9784/10000 (97.84%), error:       983.81818, best error:       754.82196 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 240.2542724609s, input_fired_time: 2.5715320110, output_fired_time: 2.5317766666, propagate_forward_time: 91.7017440796, propagate_backward_time: 139.3227996826, weight_update_time: 0.2166246027, other_time: 4.1264190674
epoch time: 19.5327930450s, input_fired_time: 0.3180703819, output_fired_time: 0.0000000000, propagate_forward_time: 18.3991069794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8156166077
validation[          , genome  7073] predictions:    9754/  10000 (97.54%), best:    9784/10000 (97.84%), error:       803.30017, best error:       754.82196 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 239.5685729980s, input_fired_time: 2.5770854950, output_fired_time: 2.4905469418, propagate_forward_time: 91.2948074341, propagate_backward_time: 139.0786590576, weight_update_time: 0.2160306424, other_time: 4.1274871826
epoch time: 19.3136558533s, input_fired_time: 0.3175792992, output_fired_time: 0.0000000000, propagate_forward_time: 18.2433395386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527370453
validation[          , genome  7073] predictions:    9693/  10000 (96.93%), best:    9784/10000 (97.84%), error:      1034.14990, best error:       754.82196 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 239.2329559326s, input_fired_time: 2.5503516197, output_fired_time: 2.5060830116, propagate_forward_time: 91.3330764771, propagate_backward_time: 138.6872863770, weight_update_time: 0.2275555432, other_time: 4.1561584473
epoch time: 19.3199386597s, input_fired_time: 0.3180390596, output_fired_time: 0.0000000000, propagate_forward_time: 18.2473964691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545032501
validation[          , genome  7073] predictions:    9781/  10000 (97.81%), best:    9784/10000 (97.84%), error:       775.39008, best error:       754.82196 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 239.7766113281s, input_fired_time: 2.5783472061, output_fired_time: 2.5016803741, propagate_forward_time: 91.5900802612, propagate_backward_time: 138.9289398193, weight_update_time: 0.2137123197, other_time: 4.1775665283
epoch time: 19.2731513977s, input_fired_time: 0.3133271039, output_fired_time: 0.0000000000, propagate_forward_time: 18.2100524902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497711182
validation[          , genome  7073] predictions:    9759/  10000 (97.59%), best:    9784/10000 (97.84%), error:       830.45673, best error:       754.82196 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 241.9172821045s, input_fired_time: 2.5863130093, output_fired_time: 2.5472815037, propagate_forward_time: 92.4828186035, propagate_backward_time: 140.1155700684, weight_update_time: 0.2191640735, other_time: 4.1852874756
epoch time: 18.8017482758s, input_fired_time: 0.3079460561, output_fired_time: 0.0000000000, propagate_forward_time: 17.7562141418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7375888824
validation[          , genome  7073] predictions:    9733/  10000 (97.33%), best:    9784/10000 (97.84%), error:       870.49268, best error:       754.82196 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 239.3205261230s, input_fired_time: 2.5788590908, output_fired_time: 2.5150690079, propagate_forward_time: 91.3342666626, propagate_backward_time: 138.6753387451, weight_update_time: 0.2467479855, other_time: 4.2169952393
epoch time: 18.7868766785s, input_fired_time: 0.3112637997, output_fired_time: 0.0000000000, propagate_forward_time: 17.7313613892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7442512512
validation[          , genome  7073] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       737.73822, best error:       737.73822 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 239.3458709717s, input_fired_time: 2.5820200443, output_fired_time: 2.5139176846, propagate_forward_time: 91.3380432129, propagate_backward_time: 138.7162170410, weight_update_time: 0.2144091576, other_time: 4.1956787109
epoch time: 19.6867980957s, input_fired_time: 0.3210251033, output_fired_time: 0.0000000000, propagate_forward_time: 18.5932350159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7725372314
validation[          , genome  7073] predictions:    9731/  10000 (97.31%), best:    9781/10000 (97.81%), error:       908.12714, best error:       737.73822 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 238.4601898193s, input_fired_time: 2.5639469624, output_fired_time: 2.5863246918, propagate_forward_time: 91.1050720215, propagate_backward_time: 138.0702056885, weight_update_time: 0.2136682868, other_time: 4.1346435547
epoch time: 19.4181537628s, input_fired_time: 0.3165947795, output_fired_time: 0.0000000000, propagate_forward_time: 18.3459949493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555637360
validation[          , genome  7073] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       834.89862, best error:       737.73822 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 239.1667633057s, input_fired_time: 2.5975041389, output_fired_time: 2.5038464069, propagate_forward_time: 91.1963500977, propagate_backward_time: 138.7199401855, weight_update_time: 0.2171851695, other_time: 4.1491241455
epoch time: 18.7761325836s, input_fired_time: 0.3134648800, output_fired_time: 0.0000000000, propagate_forward_time: 17.7206192017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7420482635
validation[          , genome  7073] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       733.15955, best error:       733.15955 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 240.1944580078s, input_fired_time: 2.5765311718, output_fired_time: 2.4843065739, propagate_forward_time: 91.5380935669, propagate_backward_time: 139.4796142578, weight_update_time: 0.2178748846, other_time: 4.1159057617
epoch time: 19.8596515656s, input_fired_time: 0.3482317030, output_fired_time: 0.0000000000, propagate_forward_time: 18.7397327423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7716865540
validation[          , genome  7073] predictions:    9761/  10000 (97.61%), best:    9771/10000 (97.71%), error:       826.88812, best error:       733.15955 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 238.9117584229s, input_fired_time: 2.5758907795, output_fired_time: 2.5377030373, propagate_forward_time: 91.2213134766, propagate_backward_time: 138.3995819092, weight_update_time: 0.2145227939, other_time: 4.1772613525
epoch time: 19.5476169586s, input_fired_time: 0.3145630956, output_fired_time: 0.0000000000, propagate_forward_time: 18.4547595978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7782936096
validation[          , genome  7073] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       808.32007, best error:       733.15955 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 240.4224395752s, input_fired_time: 2.5776619911, output_fired_time: 2.5143697262, propagate_forward_time: 91.6920318604, propagate_backward_time: 139.5107574463, weight_update_time: 0.2179512680, other_time: 4.1276092529
epoch time: 19.5748767853s, input_fired_time: 0.3191495538, output_fired_time: 0.0000000000, propagate_forward_time: 18.5034217834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523059845
validation[          , genome  7073] predictions:    9770/  10000 (97.70%), best:    9771/10000 (97.71%), error:       739.51917, best error:       733.15955 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 239.9982910156s, input_fired_time: 2.5819644928, output_fired_time: 2.5114274025, propagate_forward_time: 91.4358367920, propagate_backward_time: 139.3093109131, weight_update_time: 0.2139688134, other_time: 4.1597442627
epoch time: 19.3751869202s, input_fired_time: 0.3192555606, output_fired_time: 0.0000000000, propagate_forward_time: 18.2924270630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7635040283
validation[          , genome  7073] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       799.49139, best error:       733.15955 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 238.2669067383s, input_fired_time: 2.5778515339, output_fired_time: 2.5214798450, propagate_forward_time: 91.1299285889, propagate_backward_time: 137.9261169434, weight_update_time: 0.2131583542, other_time: 4.1115264893
epoch time: 19.3677234650s, input_fired_time: 0.3188654482, output_fired_time: 0.0000000000, propagate_forward_time: 18.2513771057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7974815369
validation[          , genome  7073] predictions:    9757/  10000 (97.57%), best:    9771/10000 (97.71%), error:       771.39319, best error:       733.15955 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 239.6031646729s, input_fired_time: 2.5759418011, output_fired_time: 2.4959924221, propagate_forward_time: 91.4639663696, propagate_backward_time: 138.9150695801, weight_update_time: 0.2161484659, other_time: 4.1521911621
epoch time: 19.2599124908s, input_fired_time: 0.3175547421, output_fired_time: 0.0000000000, propagate_forward_time: 18.1934776306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488803864
validation[          , genome  7073] predictions:    9773/  10000 (97.73%), best:    9771/10000 (97.71%), error:       767.13116, best error:       733.15955 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 240.0393981934s, input_fired_time: 2.6450724602, output_fired_time: 2.5051383972, propagate_forward_time: 91.8198547363, propagate_backward_time: 138.9050903320, weight_update_time: 0.2136994153, other_time: 4.1642456055
epoch time: 19.5055217743s, input_fired_time: 0.3205985427, output_fired_time: 0.0000000000, propagate_forward_time: 18.4217433929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7631797791
validation[          , genome  7073] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       794.02399, best error:       733.15955 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 239.4072570801s, input_fired_time: 2.6072905064, output_fired_time: 2.5105676651, propagate_forward_time: 91.4100799561, propagate_backward_time: 138.7296142578, weight_update_time: 0.2230386138, other_time: 4.1497039795
epoch time: 19.4133739471s, input_fired_time: 0.3174841106, output_fired_time: 0.0000000000, propagate_forward_time: 18.3389282227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7569618225
validation[          , genome  7073] predictions:    9763/  10000 (97.63%), best:    9771/10000 (97.71%), error:       777.08484, best error:       733.15955 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 240.0088043213s, input_fired_time: 2.6243934631, output_fired_time: 2.5341844559, propagate_forward_time: 91.4438934326, propagate_backward_time: 139.2443084717, weight_update_time: 0.2145509571, other_time: 4.1620330811
epoch time: 19.4866428375s, input_fired_time: 0.3226398826, output_fired_time: 0.0000000000, propagate_forward_time: 18.4000797272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7639236450
validation[          , genome  7073] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       714.53223, best error:       714.53223 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 238.6708374023s, input_fired_time: 2.5721204281, output_fired_time: 2.4896240234, propagate_forward_time: 91.1744995117, propagate_backward_time: 138.3258361816, weight_update_time: 0.2152596563, other_time: 4.1087646484
epoch time: 19.4340400696s, input_fired_time: 0.3214960396, output_fired_time: 0.0000000000, propagate_forward_time: 18.3578987122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7546443939
validation[          , genome  7073] predictions:    9751/  10000 (97.51%), best:    9783/10000 (97.83%), error:       855.60431, best error:       714.53223 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 239.5387573242s, input_fired_time: 2.5760920048, output_fired_time: 2.5122683048, propagate_forward_time: 91.5214843750, propagate_backward_time: 138.8059387207, weight_update_time: 0.2132678777, other_time: 4.1229705811
epoch time: 19.3712005615s, input_fired_time: 0.3196021616, output_fired_time: 0.0000000000, propagate_forward_time: 18.2955341339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7560634613
validation[          , genome  7073] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       761.33960, best error:       714.53223 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 240.4411468506s, input_fired_time: 2.6213130951, output_fired_time: 2.5037016869, propagate_forward_time: 92.0391006470, propagate_backward_time: 139.1132659912, weight_update_time: 0.2219080925, other_time: 4.1637725830
epoch time: 20.6219253540s, input_fired_time: 0.3434993029, output_fired_time: 0.0000000000, propagate_forward_time: 19.4814968109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7969284058
validation[          , genome  7073] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       680.97687, best error:       680.97687 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 242.1563873291s, input_fired_time: 2.6393160820, output_fired_time: 2.5208795071, propagate_forward_time: 92.4800872803, propagate_backward_time: 140.3635101318, weight_update_time: 0.2157454938, other_time: 4.1526031494
epoch time: 19.2508144379s, input_fired_time: 0.3212267756, output_fired_time: 0.0000000000, propagate_forward_time: 18.1810951233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484931946
validation[          , genome  7073] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       733.96405, best error:       680.97687 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 241.0825347900s, input_fired_time: 2.6543118954, output_fired_time: 2.5213615894, propagate_forward_time: 91.8885421753, propagate_backward_time: 139.8347473145, weight_update_time: 0.2161791027, other_time: 4.1835632324
epoch time: 19.3971519470s, input_fired_time: 0.3188311756, output_fired_time: 0.0000000000, propagate_forward_time: 18.3181514740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7601699829
validation[          , genome  7073] predictions:    9739/  10000 (97.39%), best:    9791/10000 (97.91%), error:       854.09448, best error:       680.97687 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 239.5838165283s, input_fired_time: 2.5984957218, output_fired_time: 2.5304701328, propagate_forward_time: 91.3845062256, propagate_backward_time: 138.8776855469, weight_update_time: 0.2151628137, other_time: 4.1926574707
epoch time: 18.8282566071s, input_fired_time: 0.3141653240, output_fired_time: 0.0000000000, propagate_forward_time: 17.7664508820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7476406097
validation[          , genome  7073] predictions:    9792/  10000 (97.92%), best:    9791/10000 (97.91%), error:       687.78296, best error:       680.97687 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 238.8054962158s, input_fired_time: 2.5852172375, output_fired_time: 2.5070149899, propagate_forward_time: 91.0833892822, propagate_backward_time: 138.4860382080, weight_update_time: 0.2169343084, other_time: 4.1438293457
epoch time: 19.4217128754s, input_fired_time: 0.3192397058, output_fired_time: 0.0000000000, propagate_forward_time: 18.3411140442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613582611
validation[          , genome  7073] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       771.61688, best error:       680.97687 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 238.6943817139s, input_fired_time: 2.5515780449, output_fired_time: 2.5131394863, propagate_forward_time: 90.8278656006, propagate_backward_time: 138.6698303223, weight_update_time: 0.2149978429, other_time: 4.1319732666
epoch time: 19.6478347778s, input_fired_time: 0.3257605433, output_fired_time: 0.0000000000, propagate_forward_time: 18.5509071350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7711677551
validation[          , genome  7073] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       819.05249, best error:       680.97687 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 241.3143615723s, input_fired_time: 2.6091554165, output_fired_time: 2.5093686581, propagate_forward_time: 92.2933044434, propagate_backward_time: 139.6998596191, weight_update_time: 0.2160091698, other_time: 4.2026672363
epoch time: 19.4804573059s, input_fired_time: 0.3288494051, output_fired_time: 0.0000000000, propagate_forward_time: 18.3943042755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7573032379
validation[          , genome  7073] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       668.90198, best error:       668.90198 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 239.5439605713s, input_fired_time: 2.5822858810, output_fired_time: 2.5291469097, propagate_forward_time: 91.3632507324, propagate_backward_time: 138.8944854736, weight_update_time: 0.2132069618, other_time: 4.1747894287
epoch time: 19.4608478546s, input_fired_time: 0.3347318172, output_fired_time: 0.0000000000, propagate_forward_time: 18.3691787720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7569370270
validation[          , genome  7073] predictions:    9783/  10000 (97.83%), best:    9795/10000 (97.95%), error:       694.56165, best error:       668.90198 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 240.4103546143s, input_fired_time: 2.6090679169, output_fired_time: 2.5278298855, propagate_forward_time: 91.6801528931, propagate_backward_time: 139.4000701904, weight_update_time: 0.2182454914, other_time: 4.1932220459
epoch time: 19.1748771667s, input_fired_time: 0.3205381036, output_fired_time: 0.0000000000, propagate_forward_time: 18.0477085114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8066310883
validation[          , genome  7073] predictions:    9805/  10000 (98.05%), best:    9795/10000 (97.95%), error:       690.22015, best error:       668.90198 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 238.8989105225s, input_fired_time: 2.5949027538, output_fired_time: 2.4864566326, propagate_forward_time: 91.0161437988, propagate_backward_time: 138.6668090820, weight_update_time: 0.2140527815, other_time: 4.1345977783
epoch time: 19.4228000641s, input_fired_time: 0.3185572028, output_fired_time: 0.0000000000, propagate_forward_time: 18.3356018066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7686405182
validation[          , genome  7073] predictions:    9758/  10000 (97.58%), best:    9795/10000 (97.95%), error:       786.76727, best error:       668.90198 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 239.4975585938s, input_fired_time: 2.5972571373, output_fired_time: 2.5362484455, propagate_forward_time: 91.3131179810, propagate_backward_time: 138.8847503662, weight_update_time: 0.2224375457, other_time: 4.1661834717
epoch time: 19.4347572327s, input_fired_time: 0.3180508018, output_fired_time: 0.0000000000, propagate_forward_time: 18.3500156403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7666912079
validation[          , genome  7073] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       713.04840, best error:       668.90198 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 239.8387451172s, input_fired_time: 2.6409237385, output_fired_time: 2.4896202087, propagate_forward_time: 91.4974060059, propagate_backward_time: 139.0342712402, weight_update_time: 0.2134997994, other_time: 4.1765136719
epoch time: 19.7157135010s, input_fired_time: 0.3215033412, output_fired_time: 0.0000000000, propagate_forward_time: 18.6335239410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7606868744
validation[          , genome  7073] predictions:    9758/  10000 (97.58%), best:    9795/10000 (97.95%), error:       753.97565, best error:       668.90198 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 240.5001983643s, input_fired_time: 2.6558675766, output_fired_time: 2.5383148193, propagate_forward_time: 91.7896499634, propagate_backward_time: 139.4055480957, weight_update_time: 0.2187678516, other_time: 4.1108093262
epoch time: 19.3647212982s, input_fired_time: 0.3198039830, output_fired_time: 0.0000000000, propagate_forward_time: 18.2904682159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7544498444
validation[          , genome  7073] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       723.72510, best error:       668.90198 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 239.5514984131s, input_fired_time: 2.5865674019, output_fired_time: 2.5190641880, propagate_forward_time: 91.3745498657, propagate_backward_time: 138.9338684082, weight_update_time: 0.2150988132, other_time: 4.1374511719
epoch time: 20.0523338318s, input_fired_time: 0.3351946175, output_fired_time: 0.0000000000, propagate_forward_time: 18.9171409607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7999973297
validation[          , genome  7073] predictions:    9775/  10000 (97.75%), best:    9795/10000 (97.95%), error:       760.41199, best error:       668.90198 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 238.3923492432s, input_fired_time: 2.6129550934, output_fired_time: 2.4976284504, propagate_forward_time: 91.1024169922, propagate_backward_time: 138.0564575195, weight_update_time: 0.2161499113, other_time: 4.1228790283
epoch time: 19.5518379211s, input_fired_time: 0.3293921947, output_fired_time: 0.0000000000, propagate_forward_time: 18.4666652679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7557811737
validation[          , genome  7073] predictions:    9732/  10000 (97.32%), best:    9795/10000 (97.95%), error:       899.09692, best error:       668.90198 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 239.1495056152s, input_fired_time: 2.6230454445, output_fired_time: 2.4782304764, propagate_forward_time: 91.2488861084, propagate_backward_time: 138.6742401123, weight_update_time: 0.2149196267, other_time: 4.1251068115
epoch time: 18.8404483795s, input_fired_time: 0.3138313890, output_fired_time: 0.0000000000, propagate_forward_time: 17.7858772278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407398224
validation[          , genome  7073] predictions:    9775/  10000 (97.75%), best:    9795/10000 (97.95%), error:       708.38123, best error:       668.90198 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 238.8314666748s, input_fired_time: 2.5887973309, output_fired_time: 2.5252535343, propagate_forward_time: 91.0207290649, propagate_backward_time: 138.5511169434, weight_update_time: 0.2151049376, other_time: 4.1455688477
epoch time: 18.9290275574s, input_fired_time: 0.3166121542, output_fired_time: 0.0000000000, propagate_forward_time: 17.8648986816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7475166321
validation[          , genome  7073] predictions:    9780/  10000 (97.80%), best:    9795/10000 (97.95%), error:       720.76379, best error:       668.90198 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 241.0948181152s, input_fired_time: 2.5824952126, output_fired_time: 2.5020554066, propagate_forward_time: 91.8009643555, propagate_backward_time: 140.0946502686, weight_update_time: 0.2146313339, other_time: 4.1146545410
epoch time: 19.3008556366s, input_fired_time: 0.3203907013, output_fired_time: 0.0000000000, propagate_forward_time: 18.2266120911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7538528442
validation[          , genome  7073] predictions:    9767/  10000 (97.67%), best:    9795/10000 (97.95%), error:       748.15381, best error:       668.90198 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 237.5549468994s, input_fired_time: 2.5991158485, output_fired_time: 2.5016331673, propagate_forward_time: 90.5174789429, propagate_backward_time: 137.8192443848, weight_update_time: 0.2185979486, other_time: 4.1174621582
epoch time: 19.2189731598s, input_fired_time: 0.3162813783, output_fired_time: 0.0000000000, propagate_forward_time: 18.1478233337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7548675537
validation[          , genome  7073] predictions:    9790/  10000 (97.90%), best:    9795/10000 (97.95%), error:       674.99615, best error:       668.90198 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 239.7360534668s, input_fired_time: 2.6014330387, output_fired_time: 2.5128250122, propagate_forward_time: 91.5106201172, propagate_backward_time: 138.9531097412, weight_update_time: 0.2143308222, other_time: 4.1580657959
epoch time: 19.6917781830s, input_fired_time: 0.3586401343, output_fired_time: 0.0000000000, propagate_forward_time: 18.5515251160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816123962
validation[          , genome  7073] predictions:    9758/  10000 (97.58%), best:    9795/10000 (97.95%), error:       762.34601, best error:       668.90198 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 240.1432037354s, input_fired_time: 2.5858733654, output_fired_time: 2.5796399117, propagate_forward_time: 91.6032104492, propagate_backward_time: 139.2380065918, weight_update_time: 0.2139304429, other_time: 4.1364746094
epoch time: 19.0652198792s, input_fired_time: 0.3168645799, output_fired_time: 0.0000000000, propagate_forward_time: 17.9989700317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493858337
validation[          , genome  7073] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       727.49164, best error:       668.90198 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 237.9795227051s, input_fired_time: 2.6066367626, output_fired_time: 2.4861314297, propagate_forward_time: 90.6883087158, propagate_backward_time: 138.0698242188, weight_update_time: 0.2173368782, other_time: 4.1286163330
epoch time: 19.2390117645s, input_fired_time: 0.3231846690, output_fired_time: 0.0000000000, propagate_forward_time: 18.1592979431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7565288544
validation[          , genome  7073] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       729.90619, best error:       668.90198 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 238.1607971191s, input_fired_time: 2.5888793468, output_fired_time: 2.4785447121, propagate_forward_time: 90.7671051025, propagate_backward_time: 138.1913299561, weight_update_time: 0.2150153518, other_time: 4.1349334717
epoch time: 19.4862480164s, input_fired_time: 0.3288565874, output_fired_time: 0.0000000000, propagate_forward_time: 18.4031829834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542076111
validation[          , genome  7073] predictions:    9719/  10000 (97.19%), best:    9795/10000 (97.95%), error:       912.14026, best error:       668.90198 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 239.2447967529s, input_fired_time: 2.6000690460, output_fired_time: 2.5250821114, propagate_forward_time: 91.3584976196, propagate_backward_time: 138.6249084473, weight_update_time: 0.2136652470, other_time: 4.1362304688
epoch time: 19.7595634460s, input_fired_time: 0.3240413666, output_fired_time: 0.0000000000, propagate_forward_time: 18.6771755219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7583465576
validation[          , genome  7073] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       717.51660, best error:       668.90198 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 239.0688781738s, input_fired_time: 2.5974318981, output_fired_time: 2.4849758148, propagate_forward_time: 91.1466751099, propagate_backward_time: 138.6296691895, weight_update_time: 0.2131475657, other_time: 4.2101440430
epoch time: 19.1699390411s, input_fired_time: 0.3182331026, output_fired_time: 0.0000000000, propagate_forward_time: 18.1079368591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7437686920
validation[          , genome  7073] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       698.65070, best error:       668.90198 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 238.6347656250s, input_fired_time: 2.5966026783, output_fired_time: 2.5078308582, propagate_forward_time: 91.2113265991, propagate_backward_time: 138.1761016846, weight_update_time: 0.2155457884, other_time: 4.1428985596
epoch time: 19.3066444397s, input_fired_time: 0.3207189441, output_fired_time: 0.0000000000, propagate_forward_time: 18.1788806915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8070449829
validation[          , genome  7073] predictions:    9754/  10000 (97.54%), best:    9795/10000 (97.95%), error:       818.45837, best error:       668.90198 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 238.8710479736s, input_fired_time: 2.5759577751, output_fired_time: 2.5128109455, propagate_forward_time: 91.1187744141, propagate_backward_time: 138.5302276611, weight_update_time: 0.2136078626, other_time: 4.1332702637
epoch time: 19.3557872772s, input_fired_time: 0.3209799826, output_fired_time: 0.0000000000, propagate_forward_time: 18.2874450684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7473621368
validation[          , genome  7073] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       726.36646, best error:       668.90198 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 236.7644500732s, input_fired_time: 2.5830628872, output_fired_time: 2.5028190613, propagate_forward_time: 90.3338241577, propagate_backward_time: 137.2231292725, weight_update_time: 0.2139340639, other_time: 4.1215972900
epoch time: 19.4202251434s, input_fired_time: 0.3196636736, output_fired_time: 0.0000000000, propagate_forward_time: 18.3527221680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7478389740
validation[          , genome  7073] predictions:    9780/  10000 (97.80%), best:    9795/10000 (97.95%), error:       758.03967, best error:       668.90198 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 240.2131500244s, input_fired_time: 2.6177773476, output_fired_time: 2.5119464397, propagate_forward_time: 91.6994323730, propagate_backward_time: 139.1611328125, weight_update_time: 0.2136743963, other_time: 4.2228546143
epoch time: 19.3136558533s, input_fired_time: 0.3199872077, output_fired_time: 0.0000000000, propagate_forward_time: 18.2317676544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7619018555
validation[          , genome  7073] predictions:    9776/  10000 (97.76%), best:    9795/10000 (97.95%), error:       713.39886, best error:       668.90198 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 240.7880401611s, input_fired_time: 2.6188037395, output_fired_time: 2.5146112442, propagate_forward_time: 91.7569885254, propagate_backward_time: 139.6187286377, weight_update_time: 0.2153102458, other_time: 4.2789001465
epoch time: 19.1891212463s, input_fired_time: 0.3204710484, output_fired_time: 0.0000000000, propagate_forward_time: 18.1197338104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7489166260
validation[          , genome  7073] predictions:    9786/  10000 (97.86%), best:    9795/10000 (97.95%), error:       758.16589, best error:       668.90198 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 238.4203491211s, input_fired_time: 2.5909502506, output_fired_time: 2.5109119415, propagate_forward_time: 90.6902999878, propagate_backward_time: 138.5183105469, weight_update_time: 0.2180152386, other_time: 4.1098632813
epoch time: 19.6985168457s, input_fired_time: 0.3302589953, output_fired_time: 0.0000000000, propagate_forward_time: 18.4952583313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8729991913
validation[          , genome  7073] predictions:    9775/  10000 (97.75%), best:    9795/10000 (97.95%), error:       716.96320, best error:       668.90198 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 239.3739166260s, input_fired_time: 2.6030161381, output_fired_time: 2.5065066814, propagate_forward_time: 91.2600479126, propagate_backward_time: 138.8552551270, weight_update_time: 0.2137297541, other_time: 4.1491088867
epoch time: 19.3223323822s, input_fired_time: 0.3213097155, output_fired_time: 0.0000000000, propagate_forward_time: 18.2332916260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7677307129
validation[          , genome  7073] predictions:    9782/  10000 (97.82%), best:    9795/10000 (97.95%), error:       725.87024, best error:       668.90198 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 239.1902160645s, input_fired_time: 2.5890333652, output_fired_time: 2.4915626049, propagate_forward_time: 91.2256317139, propagate_backward_time: 138.7313690186, weight_update_time: 0.2144480199, other_time: 4.1526184082
epoch time: 18.9447689056s, input_fired_time: 0.3176320493, output_fired_time: 0.0000000000, propagate_forward_time: 17.8755111694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7516250610
validation[          , genome  7073] predictions:    9788/  10000 (97.88%), best:    9795/10000 (97.95%), error:       712.55573, best error:       668.90198 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 238.8287353516s, input_fired_time: 2.5836591721, output_fired_time: 2.5574941635, propagate_forward_time: 91.1637344360, propagate_backward_time: 138.3846893311, weight_update_time: 0.2131798863, other_time: 4.1391448975
epoch time: 19.2122840881s, input_fired_time: 0.3208437860, output_fired_time: 0.0000000000, propagate_forward_time: 18.1387500763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7526893616
validation[          , genome  7073] predictions:    9710/  10000 (97.10%), best:    9795/10000 (97.95%), error:       941.59387, best error:       668.90198 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 238.8371429443s, input_fired_time: 2.5910935402, output_fired_time: 2.5034747124, propagate_forward_time: 91.0017089844, propagate_backward_time: 138.5910034180, weight_update_time: 0.2156968862, other_time: 4.1498565674
epoch time: 18.9635143280s, input_fired_time: 0.3164836168, output_fired_time: 0.0000000000, propagate_forward_time: 17.9040260315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7430038452
validation[          , genome  7073] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       689.84186, best error:       668.90198 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 240.7623901367s, input_fired_time: 2.6128973961, output_fired_time: 2.5354871750, propagate_forward_time: 91.7201309204, propagate_backward_time: 139.7007751465, weight_update_time: 0.2162191123, other_time: 4.1930847168
epoch time: 19.0938568115s, input_fired_time: 0.3186673224, output_fired_time: 0.0000000000, propagate_forward_time: 18.0196838379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555065155
validation[          , genome  7073] predictions:    9734/  10000 (97.34%), best:    9795/10000 (97.95%), error:       889.97729, best error:       668.90198 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 240.0542144775s, input_fired_time: 2.6515498161, output_fired_time: 2.5059750080, propagate_forward_time: 91.5902862549, propagate_backward_time: 139.1443939209, weight_update_time: 0.2189746350, other_time: 4.1620025635
epoch time: 19.1536216736s, input_fired_time: 0.3231334686, output_fired_time: 0.0000000000, propagate_forward_time: 18.0896606445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7408275604
validation[          , genome  7073] predictions:    9749/  10000 (97.49%), best:    9795/10000 (97.95%), error:       785.04181, best error:       668.90198 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 239.6147460938s, input_fired_time: 2.5877692699, output_fired_time: 2.5034716129, propagate_forward_time: 91.2404251099, propagate_backward_time: 139.1545867920, weight_update_time: 0.2154459506, other_time: 4.1284942627
epoch time: 19.2999229431s, input_fired_time: 0.3247134686, output_fired_time: 0.0000000000, propagate_forward_time: 18.1953258514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7798843384
validation[          , genome  7073] predictions:    9803/  10000 (98.03%), best:    9795/10000 (97.95%), error:       670.63049, best error:       668.90198 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 240.1319122314s, input_fired_time: 2.5957405567, output_fired_time: 2.5263037682, propagate_forward_time: 91.6522674561, propagate_backward_time: 139.2344360352, weight_update_time: 0.2126044035, other_time: 4.1231689453
epoch time: 19.4271316528s, input_fired_time: 0.3220490217, output_fired_time: 0.0000000000, propagate_forward_time: 18.3451538086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7599296570
validation[          , genome  7073] predictions:    9776/  10000 (97.76%), best:    9795/10000 (97.95%), error:       708.36017, best error:       668.90198 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 239.6204376221s, input_fired_time: 2.5996859074, output_fired_time: 2.5286974907, propagate_forward_time: 91.6818008423, propagate_backward_time: 138.6478271484, weight_update_time: 0.2140333802, other_time: 4.1624145508
epoch time: 19.3421268463s, input_fired_time: 0.3205837607, output_fired_time: 0.0000000000, propagate_forward_time: 18.2648429871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7567005157
validation[          , genome  7073] predictions:    9656/  10000 (96.56%), best:    9795/10000 (97.95%), error:      1180.60352, best error:       668.90198 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 240.0502319336s, input_fired_time: 2.5870535374, output_fired_time: 2.5112748146, propagate_forward_time: 91.4830474854, propagate_backward_time: 139.2639007568, weight_update_time: 0.2451816350, other_time: 4.2049560547
epoch time: 19.4121093750s, input_fired_time: 0.3271690309, output_fired_time: 0.0000000000, propagate_forward_time: 18.3320827484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7528572083
validation[          , genome  7073] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       699.23474, best error:       668.90198 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 239.3169555664s, input_fired_time: 2.5851366520, output_fired_time: 2.5312490463, propagate_forward_time: 91.1207885742, propagate_backward_time: 138.9001617432, weight_update_time: 0.2288994789, other_time: 4.1796112061
epoch time: 20.2896518707s, input_fired_time: 0.3682186306, output_fired_time: 0.0000000000, propagate_forward_time: 19.1719379425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7494945526
validation[          , genome  7073] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       724.21179, best error:       668.90198 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 242.2596893311s, input_fired_time: 2.6251606941, output_fired_time: 2.6026084423, propagate_forward_time: 92.4781265259, propagate_backward_time: 140.3313751221, weight_update_time: 0.2160869986, other_time: 4.2223968506
epoch time: 19.1968097687s, input_fired_time: 0.3202575445, output_fired_time: 0.0000000000, propagate_forward_time: 18.1266460419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7499065399
validation[          , genome  7073] predictions:    9789/  10000 (97.89%), best:    9795/10000 (97.95%), error:       699.24921, best error:       668.90198 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 240.2762145996s, input_fired_time: 2.6035125256, output_fired_time: 2.5378918648, propagate_forward_time: 91.5850143433, propagate_backward_time: 139.3518524170, weight_update_time: 0.2142903954, other_time: 4.1979522705
epoch time: 19.4012069702s, input_fired_time: 0.3250253201, output_fired_time: 0.0000000000, propagate_forward_time: 18.3217353821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7544460297
validation[          , genome  7073] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       722.84943, best error:       668.90198 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 239.5747222900s, input_fired_time: 2.6574277878, output_fired_time: 2.5108778477, propagate_forward_time: 91.3775329590, propagate_backward_time: 138.8977355957, weight_update_time: 0.2148704827, other_time: 4.1311492920
epoch time: 20.2372741699s, input_fired_time: 0.3541376293, output_fired_time: 0.0000000000, propagate_forward_time: 19.0829200745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8002166748
validation[          , genome  7073] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       705.06097, best error:       668.90198 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 240.1449584961s, input_fired_time: 2.6159324646, output_fired_time: 2.4985530376, propagate_forward_time: 91.5141983032, propagate_backward_time: 139.4018554688, weight_update_time: 0.2143805027, other_time: 4.1144104004
epoch time: 19.3439617157s, input_fired_time: 0.3205534518, output_fired_time: 0.0000000000, propagate_forward_time: 18.2488555908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7745532990
validation[          , genome  7073] predictions:    9791/  10000 (97.91%), best:    9795/10000 (97.95%), error:       694.38959, best error:       668.90198 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 240.8916931152s, input_fired_time: 2.6867935658, output_fired_time: 2.5235273838, propagate_forward_time: 92.0496139526, propagate_backward_time: 139.4383087158, weight_update_time: 0.2268193066, other_time: 4.1934356689
epoch time: 19.7718410492s, input_fired_time: 0.3238410056, output_fired_time: 0.0000000000, propagate_forward_time: 18.6871509552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7608489990
validation[          , genome  7073] predictions:    9790/  10000 (97.90%), best:    9795/10000 (97.95%), error:       682.24365, best error:       668.90198 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 239.4614868164s, input_fired_time: 2.5939636230, output_fired_time: 2.4906945229, propagate_forward_time: 91.4044647217, propagate_backward_time: 138.8251953125, weight_update_time: 0.2172211409, other_time: 4.1471710205
epoch time: 19.2967262268s, input_fired_time: 0.3224913776, output_fired_time: 0.0000000000, propagate_forward_time: 18.2199859619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542495728
validation[          , genome  7073] predictions:    9759/  10000 (97.59%), best:    9795/10000 (97.95%), error:       758.26294, best error:       668.90198 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 236.6532135010s, input_fired_time: 2.5620577335, output_fired_time: 2.4758267403, propagate_forward_time: 90.2498245239, propagate_backward_time: 137.2576141357, weight_update_time: 0.2156774551, other_time: 4.1078948975
epoch time: 19.6051425934s, input_fired_time: 0.3291207850, output_fired_time: 0.0000000000, propagate_forward_time: 18.5172348022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7587871552
validation[          , genome  7073] predictions:    9783/  10000 (97.83%), best:    9795/10000 (97.95%), error:       731.27289, best error:       668.90198 on epoch:    58, 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: 97.2054595947s, input_fired_time: 1.6237057447, output_fired_time: 0.0000000000, propagate_forward_time: 91.6716690063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9100875854
best training[          , genome  7073] predictions:   49681/  50000 (99.36%), best:    9795/10000 (97.95%), error:      1303.48120, best error:       668.90198 on epoch:    58, 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: 19.3069992065s, input_fired_time: 0.3205115497, output_fired_time: 0.0000000000, propagate_forward_time: 18.2314605713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7550277710
   testing[          , genome  7073] predictions:    9812/  10000 (98.12%), best:    9795/10000 (97.95%), error:       626.15948, best error:       668.90198 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:54:52 (13644): called boinc_finish(0)

</stderr_txt>
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