Nameexact_genome_1512568488_44_6262_0
Workunit2602590
Created7 Dec 2017, 18:51:24 UTC
Sent7 Dec 2017, 18:58:55 UTC
Report deadline11 Dec 2017, 16:19:37 UTC
Received8 Dec 2017, 22:30:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 58 min 40 sec
CPU time1 hours 58 min 36 sec
Validate stateValid
Credit972.35
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.64 MB
Peak swap size153.14 MB
Peak disk usage1.77 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 0.0749729499, output_fired_time: 0.0000000000, propagate_forward_time: 4.8468337059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972473145
validation[          , genome  6262] predictions:    9604/  10000 (96.04%), best:    9630/10000 (96.30%), error:      1251.94666, best error:      1135.58960 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.2588424683s, input_fired_time: 0.6051396132, output_fired_time: 0.5578657985, propagate_forward_time: 24.1592273712, propagate_backward_time: 36.7245216370, weight_update_time: 0.1227635592, other_time: 2.2120857239
epoch time: 5.3034906387s, input_fired_time: 0.0755633265, output_fired_time: 0.0000000000, propagate_forward_time: 4.8213429451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065842628
validation[          , genome  6262] predictions:    9637/  10000 (96.37%), best:    9630/10000 (96.30%), error:      1188.94275, best error:      1135.58960 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.7347106934s, input_fired_time: 0.6188681722, output_fired_time: 0.5617792606, propagate_forward_time: 24.3840103149, propagate_backward_time: 36.9126968384, weight_update_time: 0.1235141754, other_time: 2.2573585510
epoch time: 5.4005522728s, input_fired_time: 0.0758277327, output_fired_time: 0.0000000000, propagate_forward_time: 4.9178667068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068579674
validation[          , genome  6262] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1069.91431, best error:      1069.91431 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.8182067871s, input_fired_time: 0.6165903211, output_fired_time: 0.5639383197, propagate_forward_time: 24.4215564728, propagate_backward_time: 36.9730377197, weight_update_time: 0.1230882257, other_time: 2.2430801392
epoch time: 5.3549523354s, input_fired_time: 0.0752698481, output_fired_time: 0.0000000000, propagate_forward_time: 4.8743305206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053521156
validation[          , genome  6262] predictions:    9603/  10000 (96.03%), best:    9672/10000 (96.72%), error:      1203.04419, best error:      1069.91431 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.3424606323s, input_fired_time: 0.6035011411, output_fired_time: 0.5603992343, propagate_forward_time: 24.2199096680, propagate_backward_time: 36.7702331543, weight_update_time: 0.1211224422, other_time: 2.1884193420
epoch time: 5.3124561310s, input_fired_time: 0.0740080550, output_fired_time: 0.0000000000, propagate_forward_time: 4.8393940926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990540504
validation[          , genome  6262] predictions:    9609/  10000 (96.09%), best:    9672/10000 (96.72%), error:      1159.82483, best error:      1069.91431 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.8261184692s, input_fired_time: 0.6198289394, output_fired_time: 0.5652004480, propagate_forward_time: 24.4149150848, propagate_backward_time: 36.9714431763, weight_update_time: 0.1236748919, other_time: 2.2547302246
epoch time: 5.3544631004s, input_fired_time: 0.0754189715, output_fired_time: 0.0000000000, propagate_forward_time: 4.8734626770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055814743
validation[          , genome  6262] predictions:    9653/  10000 (96.53%), best:    9672/10000 (96.72%), error:      1102.91589, best error:      1069.91431 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.7978286743s, input_fired_time: 0.6165475249, output_fired_time: 0.5621266365, propagate_forward_time: 24.4524269104, propagate_backward_time: 36.9174346924, weight_update_time: 0.1221707761, other_time: 2.2492942810
epoch time: 5.3784255981s, input_fired_time: 0.0747154728, output_fired_time: 0.0000000000, propagate_forward_time: 4.8981742859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055356979
validation[          , genome  6262] predictions:    9635/  10000 (96.35%), best:    9672/10000 (96.72%), error:      1175.94617, best error:      1069.91431 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.8937835693s, input_fired_time: 0.6088604331, output_fired_time: 0.5632128716, propagate_forward_time: 24.4727573395, propagate_backward_time: 37.0511589050, weight_update_time: 0.1222125441, other_time: 2.1977882385
epoch time: 5.3519530296s, input_fired_time: 0.0747308433, output_fired_time: 0.0000000000, propagate_forward_time: 4.8797297478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974924088
validation[          , genome  6262] predictions:    9653/  10000 (96.53%), best:    9672/10000 (96.72%), error:      1171.97839, best error:      1069.91431 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.6195449829s, input_fired_time: 0.6030902267, output_fired_time: 0.5609226823, propagate_forward_time: 24.3802490234, propagate_backward_time: 36.8829574585, weight_update_time: 0.1217312962, other_time: 2.1923255920
epoch time: 5.3425831795s, input_fired_time: 0.0750494227, output_fired_time: 0.0000000000, propagate_forward_time: 4.8714346886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960990906
validation[          , genome  6262] predictions:    9604/  10000 (96.04%), best:    9672/10000 (96.72%), error:      1252.13586, best error:      1069.91431 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.8668594360s, input_fired_time: 0.6212882996, output_fired_time: 0.5617464185, propagate_forward_time: 24.4716072083, propagate_backward_time: 36.9519386292, weight_update_time: 0.1243714318, other_time: 2.2602844238
epoch time: 5.3830046654s, input_fired_time: 0.0768170133, output_fired_time: 0.0000000000, propagate_forward_time: 4.8988618851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073257446
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9672/10000 (96.72%), error:      1124.86255, best error:      1069.91431 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.4722290039s, input_fired_time: 0.6168289185, output_fired_time: 0.5588027239, propagate_forward_time: 24.2976932526, propagate_backward_time: 36.7630996704, weight_update_time: 0.1218816489, other_time: 2.2358016968
epoch time: 5.3625373840s, input_fired_time: 0.0766222477, output_fired_time: 0.0000000000, propagate_forward_time: 4.8788409233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070744514
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9672/10000 (96.72%), error:      1143.22302, best error:      1069.91431 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.0409545898s, input_fired_time: 0.6175810099, output_fired_time: 0.5660854578, propagate_forward_time: 24.5325756073, propagate_backward_time: 37.0910072327, weight_update_time: 0.1244179308, other_time: 2.2336997986
epoch time: 5.3732872009s, input_fired_time: 0.0753749683, output_fired_time: 0.0000000000, propagate_forward_time: 4.8995747566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983373642
validation[          , genome  6262] predictions:    9607/  10000 (96.07%), best:    9672/10000 (96.72%), error:      1223.09082, best error:      1069.91431 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.1554336548s, input_fired_time: 0.6207464933, output_fired_time: 0.5654646754, propagate_forward_time: 24.5341644287, propagate_backward_time: 37.1760177612, weight_update_time: 0.1234535798, other_time: 2.2590446472
epoch time: 5.3745789528s, input_fired_time: 0.0766725913, output_fired_time: 0.0000000000, propagate_forward_time: 4.8927626610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051437378
validation[          , genome  6262] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1065.53186, best error:      1065.53186 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.9692535400s, input_fired_time: 0.6163452864, output_fired_time: 0.5646021366, propagate_forward_time: 24.5040950775, propagate_backward_time: 37.0910072327, weight_update_time: 0.1225812584, other_time: 2.1932029724
epoch time: 5.3916420937s, input_fired_time: 0.0751716346, output_fired_time: 0.0000000000, propagate_forward_time: 4.9180169106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984537125
validation[          , genome  6262] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1062.84131, best error:      1062.84131 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.6158599854s, input_fired_time: 0.6211488247, output_fired_time: 0.5643573999, propagate_forward_time: 24.2902240753, propagate_backward_time: 36.8917846680, weight_update_time: 0.1232050061, other_time: 2.2483444214
epoch time: 5.3309807777s, input_fired_time: 0.0760170072, output_fired_time: 0.0000000000, propagate_forward_time: 4.8498611450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051027298
validation[          , genome  6262] predictions:    9647/  10000 (96.47%), best:    9665/10000 (96.65%), error:      1143.09802, best error:      1062.84131 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.9277954102s, input_fired_time: 0.6141422391, output_fired_time: 0.5617851019, propagate_forward_time: 24.4956741333, propagate_backward_time: 37.0182075500, weight_update_time: 0.1223518997, other_time: 2.2379837036
epoch time: 5.3655228615s, input_fired_time: 0.0762685835, output_fired_time: 0.0000000000, propagate_forward_time: 4.8845152855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047389030
validation[          , genome  6262] predictions:    9653/  10000 (96.53%), best:    9665/10000 (96.65%), error:      1121.04724, best error:      1062.84131 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.8044204712s, input_fired_time: 0.6228060722, output_fired_time: 0.5631862283, propagate_forward_time: 24.4542484283, propagate_backward_time: 36.9066619873, weight_update_time: 0.1231783926, other_time: 2.2575225830
epoch time: 5.3733239174s, input_fired_time: 0.0776687637, output_fired_time: 0.0000000000, propagate_forward_time: 4.8887920380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068632126
validation[          , genome  6262] predictions:    9681/  10000 (96.81%), best:    9665/10000 (96.65%), error:      1079.20227, best error:      1062.84131 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.5192565918s, input_fired_time: 0.6083754897, output_fired_time: 0.5598365068, propagate_forward_time: 24.3104553223, propagate_backward_time: 36.8589172363, weight_update_time: 0.1210268512, other_time: 2.1816711426
epoch time: 5.3275065422s, input_fired_time: 0.0744428933, output_fired_time: 0.0000000000, propagate_forward_time: 4.8548755646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981881142
validation[          , genome  6262] predictions:    9635/  10000 (96.35%), best:    9665/10000 (96.65%), error:      1163.75427, best error:      1062.84131 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.7925643921s, input_fired_time: 0.6112775207, output_fired_time: 0.5617002845, propagate_forward_time: 24.4598407745, propagate_backward_time: 36.9649047852, weight_update_time: 0.1217530444, other_time: 2.1948471069
epoch time: 5.4041743279s, input_fired_time: 0.0765359327, output_fired_time: 0.0000000000, propagate_forward_time: 4.9209089279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067296982
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9665/10000 (96.65%), error:      1095.51465, best error:      1062.84131 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.6378707886s, input_fired_time: 0.6199356318, output_fired_time: 0.5628923774, propagate_forward_time: 24.3647289276, propagate_backward_time: 36.8490524292, weight_update_time: 0.1221421584, other_time: 2.2412643433
epoch time: 5.3501906395s, input_fired_time: 0.0770818815, output_fired_time: 0.0000000000, propagate_forward_time: 4.8675060272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056029320
validation[          , genome  6262] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1007.85052, best error:      1007.85052 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.2532043457s, input_fired_time: 0.6073351502, output_fired_time: 0.5591558814, propagate_forward_time: 24.1888198853, propagate_backward_time: 36.7088623047, weight_update_time: 0.1203976721, other_time: 2.1890335083
epoch time: 5.2801370621s, input_fired_time: 0.0755991489, output_fired_time: 0.0000000000, propagate_forward_time: 4.8078141212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967237473
validation[          , genome  6262] predictions:    9646/  10000 (96.46%), best:    9690/10000 (96.90%), error:      1148.23181, best error:      1007.85052 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.7289352417s, input_fired_time: 0.6163082719, output_fired_time: 0.5597304106, propagate_forward_time: 24.4185562134, propagate_backward_time: 36.8926849365, weight_update_time: 0.1236192361, other_time: 2.2416534424
epoch time: 5.3726363182s, input_fired_time: 0.0760596693, output_fired_time: 0.0000000000, propagate_forward_time: 4.8901824951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063940048
validation[          , genome  6262] predictions:    9668/  10000 (96.68%), best:    9690/10000 (96.90%), error:      1049.18384, best error:      1007.85052 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.5039138794s, input_fired_time: 0.6113098264, output_fired_time: 0.5617058873, propagate_forward_time: 24.3143901825, propagate_backward_time: 36.8291854858, weight_update_time: 0.1214788333, other_time: 2.1873245239
epoch time: 5.3669161797s, input_fired_time: 0.0757687837, output_fired_time: 0.0000000000, propagate_forward_time: 4.8921952248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989520073
validation[          , genome  6262] predictions:    9664/  10000 (96.64%), best:    9690/10000 (96.90%), error:      1082.20239, best error:      1007.85052 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.8981781006s, input_fired_time: 0.6111357808, output_fired_time: 0.5628135204, propagate_forward_time: 24.4477233887, propagate_backward_time: 37.0850028992, weight_update_time: 0.1223540828, other_time: 2.1915016174
epoch time: 5.3637671471s, input_fired_time: 0.0763377771, output_fired_time: 0.0000000000, propagate_forward_time: 4.8883976936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990316391
validation[          , genome  6262] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1001.32898, best error:      1001.32898 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.4297714233s, input_fired_time: 0.6177383065, output_fired_time: 0.5603106022, propagate_forward_time: 24.1996440887, propagate_backward_time: 36.7988204956, weight_update_time: 0.1253384799, other_time: 2.2532577515
epoch time: 5.3061399460s, input_fired_time: 0.0760660842, output_fired_time: 0.0000000000, propagate_forward_time: 4.8256835938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043903351
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       985.36743, best error:       985.36743 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.5064086914s, input_fired_time: 0.6110133529, output_fired_time: 0.5609632730, propagate_forward_time: 24.2811946869, propagate_backward_time: 36.8660926819, weight_update_time: 0.1228358969, other_time: 2.1871452332
epoch time: 5.3266534805s, input_fired_time: 0.0754292011, output_fired_time: 0.0000000000, propagate_forward_time: 4.8547182083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965063095
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9698/10000 (96.98%), error:      1067.78760, best error:       985.36743 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.5351333618s, input_fired_time: 0.6191112399, output_fired_time: 0.5591782331, propagate_forward_time: 24.2901325226, propagate_backward_time: 36.8096580505, weight_update_time: 0.1231463999, other_time: 2.2570533752
epoch time: 5.3564019203s, input_fired_time: 0.0771732479, output_fired_time: 0.0000000000, propagate_forward_time: 4.8736629486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055657387
validation[          , genome  6262] predictions:    9666/  10000 (96.66%), best:    9698/10000 (96.98%), error:      1012.32263, best error:       985.36743 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.4233627319s, input_fired_time: 0.6077032089, output_fired_time: 0.5565342903, propagate_forward_time: 24.2708396912, propagate_backward_time: 36.8077354431, weight_update_time: 0.1206727549, other_time: 2.1805496216
epoch time: 5.2860889435s, input_fired_time: 0.0762002245, output_fired_time: 0.0000000000, propagate_forward_time: 4.8144059181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954830170
validation[          , genome  6262] predictions:    9647/  10000 (96.47%), best:    9698/10000 (96.98%), error:      1142.25000, best error:       985.36743 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.7396087646s, input_fired_time: 0.6214002371, output_fired_time: 0.5613656044, propagate_forward_time: 24.3492259979, propagate_backward_time: 36.9609298706, weight_update_time: 0.1240788922, other_time: 2.2466888428
epoch time: 5.3499331474s, input_fired_time: 0.0769383684, output_fired_time: 0.0000000000, propagate_forward_time: 4.8669281006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060668945
validation[          , genome  6262] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1022.31415, best error:       985.36743 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.8607177734s, input_fired_time: 0.6165626049, output_fired_time: 0.5628336072, propagate_forward_time: 24.4327793121, propagate_backward_time: 37.0283012390, weight_update_time: 0.1231165454, other_time: 2.2202415466
epoch time: 5.3680949211s, input_fired_time: 0.0775961205, output_fired_time: 0.0000000000, propagate_forward_time: 4.8841567039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063420296
validation[          , genome  6262] predictions:    9597/  10000 (95.97%), best:    9698/10000 (96.98%), error:      1284.70728, best error:       985.36743 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.3570480347s, input_fired_time: 0.6082171202, output_fired_time: 0.5596186519, propagate_forward_time: 24.2487258911, propagate_backward_time: 36.7555961609, weight_update_time: 0.1219264716, other_time: 2.1848907471
epoch time: 5.3311853409s, input_fired_time: 0.0750943050, output_fired_time: 0.0000000000, propagate_forward_time: 4.8561711311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999199867
validation[          , genome  6262] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1015.70697, best error:       985.36743 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.6301498413s, input_fired_time: 0.6145818233, output_fired_time: 0.5626193285, propagate_forward_time: 24.3439846039, propagate_backward_time: 36.8888511658, weight_update_time: 0.1216005608, other_time: 2.2201194763
epoch time: 5.3581423759s, input_fired_time: 0.0763680413, output_fired_time: 0.0000000000, propagate_forward_time: 4.8726973534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090771675
validation[          , genome  6262] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1089.15881, best error:       985.36743 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.6120071411s, input_fired_time: 0.6136520505, output_fired_time: 0.5594390035, propagate_forward_time: 24.3463516235, propagate_backward_time: 36.9113159180, weight_update_time: 0.1213566363, other_time: 2.1812477112
epoch time: 5.3632631302s, input_fired_time: 0.0764560550, output_fired_time: 0.0000000000, propagate_forward_time: 4.8911299706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956770897
validation[          , genome  6262] predictions:    9643/  10000 (96.43%), best:    9698/10000 (96.98%), error:      1151.49268, best error:       985.36743 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.2076568604s, input_fired_time: 0.6188772321, output_fired_time: 0.5594021082, propagate_forward_time: 24.1516819000, propagate_backward_time: 36.6547470093, weight_update_time: 0.1216837615, other_time: 2.2229461670
epoch time: 5.2830018997s, input_fired_time: 0.0769614130, output_fired_time: 0.0000000000, propagate_forward_time: 4.8017640114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042763710
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       992.35522, best error:       985.36743 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.7757339478s, input_fired_time: 0.6214701533, output_fired_time: 0.5636064410, propagate_forward_time: 24.3850536346, propagate_backward_time: 36.9576759338, weight_update_time: 0.1236725673, other_time: 2.2479286194
epoch time: 5.3626322746s, input_fired_time: 0.0772147253, output_fired_time: 0.0000000000, propagate_forward_time: 4.8794746399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059429169
validation[          , genome  6262] predictions:    9708/  10000 (97.08%), best:    9698/10000 (96.98%), error:      1004.17816, best error:       985.36743 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.6760711670s, input_fired_time: 0.6222708225, output_fired_time: 0.5609000921, propagate_forward_time: 24.3754539490, propagate_backward_time: 36.8729896545, weight_update_time: 0.1230776086, other_time: 2.2444572449
epoch time: 5.3606662750s, input_fired_time: 0.0778575465, output_fired_time: 0.0000000000, propagate_forward_time: 4.8755326271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072761536
validation[          , genome  6262] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       949.74597, best error:       949.74597 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.5576019287s, input_fired_time: 0.6241269708, output_fired_time: 0.5619914532, propagate_forward_time: 24.3042888641, propagate_backward_time: 36.8264503479, weight_update_time: 0.1225162596, other_time: 2.2407417297
epoch time: 5.3372540474s, input_fired_time: 0.0765987262, output_fired_time: 0.0000000000, propagate_forward_time: 4.8557448387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049105644
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9706/10000 (97.06%), error:      1035.93982, best error:       949.74597 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.7858200073s, input_fired_time: 0.6121056080, output_fired_time: 0.5624207258, propagate_forward_time: 24.4064254761, propagate_backward_time: 37.0181045532, weight_update_time: 0.1220263988, other_time: 2.1867637634
epoch time: 5.3476901054s, input_fired_time: 0.0760259256, output_fired_time: 0.0000000000, propagate_forward_time: 4.8732838631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983802795
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       947.05310, best error:       947.05310 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.6402359009s, input_fired_time: 0.6136854887, output_fired_time: 0.5644043684, propagate_forward_time: 24.3547306061, propagate_backward_time: 36.9172172546, weight_update_time: 0.1211634129, other_time: 2.1901969910
epoch time: 5.3693513870s, input_fired_time: 0.0757559910, output_fired_time: 0.0000000000, propagate_forward_time: 4.8961038589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974914551
validation[          , genome  6262] predictions:    9655/  10000 (96.55%), best:    9698/10000 (96.98%), error:      1107.41528, best error:       947.05310 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.1962661743s, input_fired_time: 0.6197319627, output_fired_time: 0.5596084595, propagate_forward_time: 24.1215438843, propagate_backward_time: 36.6771926880, weight_update_time: 0.1209850535, other_time: 2.2181892395
epoch time: 5.3495292664s, input_fired_time: 0.0762382746, output_fired_time: 0.0000000000, propagate_forward_time: 4.8738670349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994240761
validation[          , genome  6262] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1120.63721, best error:       947.05310 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.9880371094s, input_fired_time: 0.6223266721, output_fired_time: 0.5624721646, propagate_forward_time: 24.4597892761, propagate_backward_time: 37.1041793823, weight_update_time: 0.1245102882, other_time: 2.2392654419
epoch time: 5.3658971786s, input_fired_time: 0.0762036294, output_fired_time: 0.0000000000, propagate_forward_time: 4.8919744492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977189064
validation[          , genome  6262] predictions:    9693/  10000 (96.93%), best:    9698/10000 (96.98%), error:       970.83240, best error:       947.05310 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.4783172607s, input_fired_time: 0.6136568189, output_fired_time: 0.5637891293, propagate_forward_time: 24.2561607361, propagate_backward_time: 36.8647575378, weight_update_time: 0.1218534485, other_time: 2.1799545288
epoch time: 5.3555779457s, input_fired_time: 0.0783756748, output_fired_time: 0.0000000000, propagate_forward_time: 4.8798065186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973956108
validation[          , genome  6262] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       933.52155, best error:       933.52155 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.6254043579s, input_fired_time: 0.6408783197, output_fired_time: 0.5625715852, propagate_forward_time: 24.3195590973, propagate_backward_time: 36.8735885620, weight_update_time: 0.1217415705, other_time: 2.2288055420
epoch time: 5.4241499901s, input_fired_time: 0.0787370130, output_fired_time: 0.0000000000, propagate_forward_time: 4.9392476082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061655998
validation[          , genome  6262] predictions:    9712/  10000 (97.12%), best:    9707/10000 (97.07%), error:       988.53235, best error:       933.52155 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.8622665405s, input_fired_time: 0.6253148913, output_fired_time: 0.5651710033, propagate_forward_time: 24.4479522705, propagate_backward_time: 36.9855537415, weight_update_time: 0.1241667867, other_time: 2.2382774353
epoch time: 5.3847103119s, input_fired_time: 0.0781664103, output_fired_time: 0.0000000000, propagate_forward_time: 4.9006500244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058938026
validation[          , genome  6262] predictions:    9712/  10000 (97.12%), best:    9707/10000 (97.07%), error:       942.28979, best error:       933.52155 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.6755981445s, input_fired_time: 0.6152414083, output_fired_time: 0.5626353621, propagate_forward_time: 24.4107608795, propagate_backward_time: 36.8954124451, weight_update_time: 0.1202849895, other_time: 2.1915473938
epoch time: 5.3232293129s, input_fired_time: 0.0774602890, output_fired_time: 0.0000000000, propagate_forward_time: 4.8441042900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016647339
validation[          , genome  6262] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       932.13080, best error:       932.13080 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.9882202148s, input_fired_time: 0.6190263629, output_fired_time: 0.5684188604, propagate_forward_time: 24.5174980164, propagate_backward_time: 37.0933494568, weight_update_time: 0.1225111708, other_time: 2.1899261475
epoch time: 5.2702584267s, input_fired_time: 0.0752006769, output_fired_time: 0.0000000000, propagate_forward_time: 4.7985677719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964900970
validation[          , genome  6262] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:       997.71692, best error:       932.13080 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.8537597656s, input_fired_time: 0.6165049076, output_fired_time: 0.5638384223, propagate_forward_time: 24.4555187225, propagate_backward_time: 37.0285720825, weight_update_time: 0.1221438497, other_time: 2.1893234253
epoch time: 5.3571038246s, input_fired_time: 0.0765923187, output_fired_time: 0.0000000000, propagate_forward_time: 4.8818335533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986778259
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9715/10000 (97.15%), error:       969.41449, best error:       932.13080 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.7973709106s, input_fired_time: 0.6186528802, output_fired_time: 0.5606633425, propagate_forward_time: 24.4513320923, propagate_backward_time: 36.9605178833, weight_update_time: 0.1221173704, other_time: 2.2062034607
epoch time: 5.3982944489s, input_fired_time: 0.0787648410, output_fired_time: 0.0000000000, propagate_forward_time: 4.9134573936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060721397
validation[          , genome  6262] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       953.95227, best error:       932.13080 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.5457611084s, input_fired_time: 0.6154570580, output_fired_time: 0.5619705319, propagate_forward_time: 24.3516101837, propagate_backward_time: 36.8284454346, weight_update_time: 0.1213387400, other_time: 2.1882781982
epoch time: 5.3449687958s, input_fired_time: 0.0770070776, output_fired_time: 0.0000000000, propagate_forward_time: 4.8709692955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969922066
validation[          , genome  6262] predictions:    9684/  10000 (96.84%), best:    9715/10000 (97.15%), error:      1014.16077, best error:       932.13080 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.1006393433s, input_fired_time: 0.6253929138, output_fired_time: 0.5550881624, propagate_forward_time: 24.1827774048, propagate_backward_time: 36.4902687073, weight_update_time: 0.1218789965, other_time: 2.2471122742
epoch time: 5.3208947182s, input_fired_time: 0.0785397515, output_fired_time: 0.0000000000, propagate_forward_time: 4.8364796638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058752060
validation[          , genome  6262] predictions:    9676/  10000 (96.76%), best:    9715/10000 (97.15%), error:      1046.36743, best error:       932.13080 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.7371215820s, input_fired_time: 0.6229323149, output_fired_time: 0.5621417761, propagate_forward_time: 24.4009208679, propagate_backward_time: 36.9178466797, weight_update_time: 0.1216390729, other_time: 2.2332801819
epoch time: 5.3637704849s, input_fired_time: 0.0784261152, output_fired_time: 0.0000000000, propagate_forward_time: 4.8791151047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062294960
validation[          , genome  6262] predictions:    9682/  10000 (96.82%), best:    9715/10000 (97.15%), error:       983.14264, best error:       932.13080 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.2006912231s, input_fired_time: 0.6257840991, output_fired_time: 0.5593595505, propagate_forward_time: 24.0829277039, propagate_backward_time: 36.6780776978, weight_update_time: 0.1215099320, other_time: 2.2545394897
epoch time: 5.2257800102s, input_fired_time: 0.0762083232, output_fired_time: 0.0000000000, propagate_forward_time: 4.7511973381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983745575
validation[          , genome  6262] predictions:    9721/  10000 (97.21%), best:    9715/10000 (97.15%), error:       935.46509, best error:       932.13080 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.8459777832s, input_fired_time: 0.6220789552, output_fired_time: 0.5598012805, propagate_forward_time: 24.4637336731, propagate_backward_time: 37.0032005310, weight_update_time: 0.1215454414, other_time: 2.1971626282
epoch time: 5.3589739799s, input_fired_time: 0.0773142427, output_fired_time: 0.0000000000, propagate_forward_time: 4.8814125061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002470970
validation[          , genome  6262] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       922.67322, best error:       922.67322 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.9608535767s, input_fired_time: 0.6239193678, output_fired_time: 0.5663833618, propagate_forward_time: 24.4615020752, propagate_backward_time: 37.0853691101, weight_update_time: 0.1225693226, other_time: 2.2236824036
epoch time: 5.3608641624s, input_fired_time: 0.0785234869, output_fired_time: 0.0000000000, propagate_forward_time: 4.8775300980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048104286
validation[          , genome  6262] predictions:    9622/  10000 (96.22%), best:    9712/10000 (97.12%), error:      1160.08215, best error:       922.67322 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.6916427612s, input_fired_time: 0.6162616014, output_fired_time: 0.5627904534, propagate_forward_time: 24.4020214081, propagate_backward_time: 36.9173965454, weight_update_time: 0.1224603727, other_time: 2.1931686401
epoch time: 5.3736166954s, input_fired_time: 0.0764762089, output_fired_time: 0.0000000000, propagate_forward_time: 4.8980398178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991007805
validation[          , genome  6262] predictions:    9693/  10000 (96.93%), best:    9712/10000 (97.12%), error:       997.68030, best error:       922.67322 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.7632064819s, input_fired_time: 0.6174343228, output_fired_time: 0.5660439730, propagate_forward_time: 24.4161052704, propagate_backward_time: 36.9732513428, weight_update_time: 0.1218971089, other_time: 2.1903762817
epoch time: 5.3570756912s, input_fired_time: 0.0777892545, output_fired_time: 0.0000000000, propagate_forward_time: 4.8787488937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005374908
validation[          , genome  6262] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:       932.14154, best error:       922.67322 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.7303695679s, input_fired_time: 0.6268361211, output_fired_time: 0.5615908504, propagate_forward_time: 24.3827877045, propagate_backward_time: 36.9096183777, weight_update_time: 0.1226380765, other_time: 2.2495307922
epoch time: 5.3359398842s, input_fired_time: 0.0778396353, output_fired_time: 0.0000000000, propagate_forward_time: 4.8527107239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053893089
validation[          , genome  6262] predictions:    9629/  10000 (96.29%), best:    9712/10000 (97.12%), error:      1155.68665, best error:       922.67322 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.7332763672s, input_fired_time: 0.6254565716, output_fired_time: 0.5645766258, propagate_forward_time: 24.3900184631, propagate_backward_time: 36.8994522095, weight_update_time: 0.1239741817, other_time: 2.2537727356
epoch time: 5.3568353653s, input_fired_time: 0.0776973590, output_fired_time: 0.0000000000, propagate_forward_time: 4.8734273911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057106972
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:       965.21124, best error:       922.67322 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.7471923828s, input_fired_time: 0.6204352379, output_fired_time: 0.5608806610, propagate_forward_time: 24.4190826416, propagate_backward_time: 36.9541931152, weight_update_time: 0.1229209006, other_time: 2.1925964355
epoch time: 5.3274326324s, input_fired_time: 0.0768358260, output_fired_time: 0.0000000000, propagate_forward_time: 4.8532800674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973169327
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9712/10000 (97.12%), error:      1005.60822, best error:       922.67322 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.6157989502s, input_fired_time: 0.6292991042, output_fired_time: 0.5581728220, propagate_forward_time: 24.3731861115, propagate_backward_time: 36.8135643005, weight_update_time: 0.1219157204, other_time: 2.2415733337
epoch time: 5.3878808022s, input_fired_time: 0.0794957206, output_fired_time: 0.0000000000, propagate_forward_time: 4.9025087357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058761597
validation[          , genome  6262] predictions:    9699/  10000 (96.99%), best:    9712/10000 (97.12%), error:       984.09766, best error:       922.67322 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.6795349121s, input_fired_time: 0.6213735342, output_fired_time: 0.5603955984, propagate_forward_time: 24.4339218140, propagate_backward_time: 36.8677101135, weight_update_time: 0.1228110865, other_time: 2.1961326599
epoch time: 5.3704614639s, input_fired_time: 0.0786187425, output_fired_time: 0.0000000000, propagate_forward_time: 4.8912811279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005618095
validation[          , genome  6262] predictions:    9612/  10000 (96.12%), best:    9712/10000 (97.12%), error:      1157.92004, best error:       922.67322 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.6190414429s, input_fired_time: 0.6184428334, output_fired_time: 0.5629988909, propagate_forward_time: 24.3637218475, propagate_backward_time: 36.8803634644, weight_update_time: 0.1208730862, other_time: 2.1935119629
epoch time: 5.3561201096s, input_fired_time: 0.0779968053, output_fired_time: 0.0000000000, propagate_forward_time: 4.8789234161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991999626
validation[          , genome  6262] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:       952.97211, best error:       922.67322 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.4277954102s, input_fired_time: 0.6178014874, output_fired_time: 0.5588408709, propagate_forward_time: 24.3173847198, propagate_backward_time: 36.7457923889, weight_update_time: 0.1202989891, other_time: 2.1879768372
epoch time: 5.3306112289s, input_fired_time: 0.0770780072, output_fired_time: 0.0000000000, propagate_forward_time: 4.8575472832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959860802
validation[          , genome  6262] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       910.13525, best error:       910.13525 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.9840774536s, input_fired_time: 0.6221830845, output_fired_time: 0.5646804571, propagate_forward_time: 24.4872932434, propagate_backward_time: 37.1073226929, weight_update_time: 0.1222506687, other_time: 2.2025947571
epoch time: 5.3748211861s, input_fired_time: 0.0778259337, output_fired_time: 0.0000000000, propagate_forward_time: 4.8954210281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015741348
validation[          , genome  6262] predictions:    9711/  10000 (97.11%), best:    9722/10000 (97.22%), error:       936.15997, best error:       910.13525 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.0169143677s, input_fired_time: 0.6248548627, output_fired_time: 0.5653428435, propagate_forward_time: 24.5185718536, propagate_backward_time: 37.1184616089, weight_update_time: 0.1225890145, other_time: 2.1896820068
epoch time: 5.3869714737s, input_fired_time: 0.0779250786, output_fired_time: 0.0000000000, propagate_forward_time: 4.9099006653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991456032
validation[          , genome  6262] predictions:    9672/  10000 (96.72%), best:    9722/10000 (97.22%), error:      1031.36584, best error:       910.13525 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.7719650269s, input_fired_time: 0.6259677410, output_fired_time: 0.5657765865, propagate_forward_time: 24.4201354980, propagate_backward_time: 36.9319152832, weight_update_time: 0.1232951209, other_time: 2.2281684875
epoch time: 5.3227090836s, input_fired_time: 0.0773979574, output_fired_time: 0.0000000000, propagate_forward_time: 4.8476338387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976774216
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9722/10000 (97.22%), error:      1000.22595, best error:       910.13525 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.8676986694s, input_fired_time: 0.6284998059, output_fired_time: 0.5635057688, propagate_forward_time: 24.4441509247, propagate_backward_time: 36.9833869934, weight_update_time: 0.1231532842, other_time: 2.2481498718
epoch time: 5.3559083939s, input_fired_time: 0.0788357332, output_fired_time: 0.0000000000, propagate_forward_time: 4.8707571030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063153267
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:       989.21692, best error:       910.13525 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.9894638062s, input_fired_time: 0.6213414073, output_fired_time: 0.5651839375, propagate_forward_time: 24.4964294434, propagate_backward_time: 37.1114997864, weight_update_time: 0.1221036911, other_time: 2.1950111389
epoch time: 5.3641657829s, input_fired_time: 0.0786704272, output_fired_time: 0.0000000000, propagate_forward_time: 4.8869099617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985853195
validation[          , genome  6262] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1066.37708, best error:       910.13525 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.6854324341s, input_fired_time: 0.6230894327, output_fired_time: 0.5622448921, propagate_forward_time: 24.3790969849, propagate_backward_time: 36.9336051941, weight_update_time: 0.1218572631, other_time: 2.1873931885
epoch time: 5.3537201881s, input_fired_time: 0.0788045675, output_fired_time: 0.0000000000, propagate_forward_time: 4.8777694702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971462250
validation[          , genome  6262] predictions:    9685/  10000 (96.85%), best:    9722/10000 (97.22%), error:      1035.48022, best error:       910.13525 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.1199111938s, input_fired_time: 0.6209316850, output_fired_time: 0.5565656424, propagate_forward_time: 24.1875934601, propagate_backward_time: 36.5705032349, weight_update_time: 0.1209171265, other_time: 2.1843185425
epoch time: 5.3019595146s, input_fired_time: 0.0778592899, output_fired_time: 0.0000000000, propagate_forward_time: 4.8250498772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990502357
validation[          , genome  6262] predictions:    9593/  10000 (95.93%), best:    9722/10000 (97.22%), error:      1258.30652, best error:       910.13525 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.8917465210s, input_fired_time: 0.6355137229, output_fired_time: 0.5631414652, propagate_forward_time: 24.4323577881, propagate_backward_time: 37.0009574890, weight_update_time: 0.1228726730, other_time: 2.2597770691
epoch time: 5.3795709610s, input_fired_time: 0.0795790032, output_fired_time: 0.0000000000, propagate_forward_time: 4.8932781219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067139626
validation[          , genome  6262] predictions:    9526/  10000 (95.26%), best:    9722/10000 (97.22%), error:      1493.24194, best error:       910.13525 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.2313919067s, input_fired_time: 0.6193050742, output_fired_time: 0.5569316745, propagate_forward_time: 24.1975078583, propagate_backward_time: 36.6744766235, weight_update_time: 0.1209708676, other_time: 2.1831741333
epoch time: 5.3347954750s, input_fired_time: 0.0778622627, output_fired_time: 0.0000000000, propagate_forward_time: 4.8596806526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972525597
validation[          , genome  6262] predictions:    9717/  10000 (97.17%), best:    9722/10000 (97.22%), error:       944.95630, best error:       910.13525 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.8243103027s, input_fired_time: 0.6222248673, output_fired_time: 0.5632988214, propagate_forward_time: 24.4284515381, propagate_backward_time: 37.0206832886, weight_update_time: 0.1211751252, other_time: 2.1896553040
epoch time: 5.3687672615s, input_fired_time: 0.0775982440, output_fired_time: 0.0000000000, propagate_forward_time: 4.8937244415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974447250
validation[          , genome  6262] predictions:    9678/  10000 (96.78%), best:    9722/10000 (97.22%), error:      1069.93091, best error:       910.13525 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.0985260010s, input_fired_time: 0.6363328099, output_fired_time: 0.5646115541, propagate_forward_time: 24.5454921722, propagate_backward_time: 37.1158256531, weight_update_time: 0.1226889789, other_time: 2.2362632751
epoch time: 5.4008593559s, input_fired_time: 0.0804153606, output_fired_time: 0.0000000000, propagate_forward_time: 4.9137363434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067077637
validation[          , genome  6262] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       943.41479, best error:       910.13525 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.6224060059s, input_fired_time: 0.6277208328, output_fired_time: 0.5602642894, propagate_forward_time: 24.3704814911, propagate_backward_time: 36.8755073547, weight_update_time: 0.1243094429, other_time: 2.1884346008
epoch time: 5.3451991081s, input_fired_time: 0.0780818239, output_fired_time: 0.0000000000, propagate_forward_time: 4.8655500412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015674591
validation[          , genome  6262] predictions:    9688/  10000 (96.88%), best:    9722/10000 (97.22%), error:      1031.38855, best error:       910.13525 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.7423477173s, input_fired_time: 0.6274741888, output_fired_time: 0.5608782768, propagate_forward_time: 24.4085102081, propagate_backward_time: 36.9525222778, weight_update_time: 0.1213792711, other_time: 2.1929626465
epoch time: 5.3468461037s, input_fired_time: 0.0789626464, output_fired_time: 0.0000000000, propagate_forward_time: 4.8696637154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982195854
validation[          , genome  6262] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       986.30585, best error:       910.13525 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.4112625122s, input_fired_time: 0.6258764267, output_fired_time: 0.5589997172, propagate_forward_time: 24.2143096924, propagate_backward_time: 36.8021659851, weight_update_time: 0.1213655323, other_time: 2.2099113464
epoch time: 5.2782888412s, input_fired_time: 0.0782112628, output_fired_time: 0.0000000000, propagate_forward_time: 4.8021907806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978867531
validation[          , genome  6262] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       948.98572, best error:       910.13525 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.0535964966s, input_fired_time: 0.6251831055, output_fired_time: 0.5646411180, propagate_forward_time: 24.5394916534, propagate_backward_time: 37.1297988892, weight_update_time: 0.1239164919, other_time: 2.1944808960
epoch time: 5.3857588768s, input_fired_time: 0.0786477700, output_fired_time: 0.0000000000, propagate_forward_time: 4.9085421562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985691071
validation[          , genome  6262] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       937.45251, best error:       910.13525 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.7458267212s, input_fired_time: 0.6337823272, output_fired_time: 0.5612604022, propagate_forward_time: 24.3885593414, propagate_backward_time: 36.9225540161, weight_update_time: 0.1227935404, other_time: 2.2396697998
epoch time: 5.3679437637s, input_fired_time: 0.0792979151, output_fired_time: 0.0000000000, propagate_forward_time: 4.8888835907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997621536
validation[          , genome  6262] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:      1022.63446, best error:       910.13525 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.7660369873s, input_fired_time: 0.6281021833, output_fired_time: 0.5641894341, propagate_forward_time: 24.4304580688, propagate_backward_time: 36.9511375427, weight_update_time: 0.1217854470, other_time: 2.1921463013
epoch time: 5.3639411926s, input_fired_time: 0.0801176056, output_fired_time: 0.0000000000, propagate_forward_time: 4.8849010468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989224434
validation[          , genome  6262] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       902.41852, best error:       902.41852 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.6372528076s, input_fired_time: 0.6371779442, output_fired_time: 0.5567178726, propagate_forward_time: 24.4629249573, propagate_backward_time: 36.7298622131, weight_update_time: 0.1229170635, other_time: 2.2505722046
epoch time: 5.4094128609s, input_fired_time: 0.0810496584, output_fired_time: 0.0000000000, propagate_forward_time: 4.9214053154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069581032
validation[          , genome  6262] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:       956.50934, best error:       902.41852 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.7087402344s, input_fired_time: 0.6282133460, output_fired_time: 0.5643479824, propagate_forward_time: 24.3858852386, propagate_backward_time: 36.9422798157, weight_update_time: 0.1213612854, other_time: 2.1880149841
epoch time: 5.3487148285s, input_fired_time: 0.0790057629, output_fired_time: 0.0000000000, propagate_forward_time: 4.8721909523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975181580
validation[          , genome  6262] predictions:    9688/  10000 (96.88%), best:    9732/10000 (97.32%), error:      1028.50842, best error:       902.41852 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.7034225464s, input_fired_time: 0.6369233727, output_fired_time: 0.5623376369, propagate_forward_time: 24.3298664093, propagate_backward_time: 36.9253120422, weight_update_time: 0.1235816777, other_time: 2.2489814758
epoch time: 5.2972574234s, input_fired_time: 0.0787943378, output_fired_time: 0.0000000000, propagate_forward_time: 4.8133997917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050631523
validation[          , genome  6262] predictions:    9592/  10000 (95.92%), best:    9732/10000 (97.32%), error:      1340.49023, best error:       902.41852 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.8825378418s, input_fired_time: 0.6281831264, output_fired_time: 0.5627834201, propagate_forward_time: 24.4760112762, propagate_backward_time: 37.0219154358, weight_update_time: 0.1217953414, other_time: 2.1936454773
epoch time: 5.3560013771s, input_fired_time: 0.0792120695, output_fired_time: 0.0000000000, propagate_forward_time: 4.8779072762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988819122
validation[          , genome  6262] predictions:    9689/  10000 (96.89%), best:    9732/10000 (97.32%), error:      1068.18591, best error:       902.41852 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.6492843628s, input_fired_time: 0.6374313831, output_fired_time: 0.5601283312, propagate_forward_time: 24.3552188873, propagate_backward_time: 36.8558158875, weight_update_time: 0.1222301051, other_time: 2.2406959534
epoch time: 5.3614902496s, input_fired_time: 0.0797374919, output_fired_time: 0.0000000000, propagate_forward_time: 4.8761110306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056415558
validation[          , genome  6262] predictions:    9631/  10000 (96.31%), best:    9732/10000 (97.32%), error:      1136.95471, best error:       902.41852 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.9900360107s, input_fired_time: 0.6278697252, output_fired_time: 0.5659435987, propagate_forward_time: 24.4685955048, propagate_backward_time: 37.1319732666, weight_update_time: 0.1224616393, other_time: 2.1956558228
epoch time: 5.3718380928s, input_fired_time: 0.0793773830, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935127258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989481926
validation[          , genome  6262] predictions:    9651/  10000 (96.51%), best:    9732/10000 (97.32%), error:      1132.90320, best error:       902.41852 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.7000656128s, input_fired_time: 0.6287686825, output_fired_time: 0.5618346334, propagate_forward_time: 24.4040908813, propagate_backward_time: 36.9157142639, weight_update_time: 0.1222173795, other_time: 2.1896553040
epoch time: 5.3818755150s, input_fired_time: 0.0813358575, output_fired_time: 0.0000000000, propagate_forward_time: 4.8930864334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074530602
validation[          , genome  6262] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       960.16962, best error:       902.41852 on epoch:    93, 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: 26.9186935425s, input_fired_time: 0.4006741941, output_fired_time: 0.0000000000, propagate_forward_time: 24.4141445160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1038742065
best training[          , genome  6262] predictions:   49440/  50000 (98.88%), best:    9732/10000 (97.32%), error:      2215.65723, best error:       902.41852 on epoch:    93, 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: 5.3598265648s, input_fired_time: 0.0798331425, output_fired_time: 0.0000000000, propagate_forward_time: 4.8778076172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021859169
   testing[          , genome  6262] predictions:    9743/  10000 (97.43%), best:    9732/10000 (97.32%), error:       844.92200, best error:       902.41852 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:29:42 (976): called boinc_finish(0)

</stderr_txt>
]]>