Nameexact_genome_1512568488_41_3187_0
Workunit2587219
Created7 Dec 2017, 3:33:25 UTC
Sent7 Dec 2017, 3:37:51 UTC
Report deadline9 Dec 2017, 20:50:46 UTC
Received7 Dec 2017, 5:12:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 34 min 31 sec
CPU time1 hours 31 min 6 sec
Validate stateValid
Credit679.33
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.36 MB
Peak swap size156.23 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0449554920, output_fired_time: 0.0000000000, propagate_forward_time: 3.8257176876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117290974
validation[          , genome  3187] predictions:    9408/  10000 (94.08%), best:    9471/10000 (94.71%), error:      2035.68774, best error:      1886.40686 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 49.7462921143s, input_fired_time: 0.3548267782, output_fired_time: 0.3613072634, propagate_forward_time: 19.0879459381, propagate_backward_time: 27.6011600494, weight_update_time: 0.1339081973, other_time: 2.3410491943
epoch time: 4.2579922676s, input_fired_time: 0.0467060320, output_fired_time: 0.0000000000, propagate_forward_time: 3.7933988571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178872108
validation[          , genome  3187] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1815.62317, best error:      1815.62317 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 49.7209815979s, input_fired_time: 0.3525487185, output_fired_time: 0.3568303287, propagate_forward_time: 19.0327110291, propagate_backward_time: 27.6784496307, weight_update_time: 0.1310534328, other_time: 2.3004398346
epoch time: 4.2809629440s, input_fired_time: 0.0452442802, output_fired_time: 0.0000000000, propagate_forward_time: 3.8276770115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080417156
validation[          , genome  3187] predictions:    9401/  10000 (94.01%), best:    9472/10000 (94.72%), error:      2068.60962, best error:      1815.62317 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.7568435669s, input_fired_time: 0.3508681953, output_fired_time: 0.3605852127, propagate_forward_time: 19.0863990784, propagate_backward_time: 27.6709709167, weight_update_time: 0.1331711262, other_time: 2.2880210876
epoch time: 4.0588493347s, input_fired_time: 0.0443328656, output_fired_time: 0.0000000000, propagate_forward_time: 3.5921900272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223263264
validation[          , genome  3187] predictions:    9434/  10000 (94.34%), best:    9472/10000 (94.72%), error:      1880.82446, best error:      1815.62317 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.7887039185s, input_fired_time: 0.3650016189, output_fired_time: 0.3675894439, propagate_forward_time: 19.4843578339, propagate_backward_time: 28.2126522064, weight_update_time: 0.1348824650, other_time: 2.3591041565
epoch time: 4.2459354401s, input_fired_time: 0.0456571244, output_fired_time: 0.0000000000, propagate_forward_time: 3.7821857929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180924892
validation[          , genome  3187] predictions:    9404/  10000 (94.04%), best:    9472/10000 (94.72%), error:      2009.25378, best error:      1815.62317 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 50.2538299561s, input_fired_time: 0.3564416468, output_fired_time: 0.3643938303, propagate_forward_time: 19.2983055115, propagate_backward_time: 27.8802013397, weight_update_time: 0.1331158727, other_time: 2.3544864655
epoch time: 4.2965545654s, input_fired_time: 0.0457326025, output_fired_time: 0.0000000000, propagate_forward_time: 3.8352532387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155688286
validation[          , genome  3187] predictions:    9463/  10000 (94.63%), best:    9472/10000 (94.72%), error:      1836.61719, best error:      1815.62317 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.7133445740s, input_fired_time: 0.3582329154, output_fired_time: 0.3598300219, propagate_forward_time: 18.9471626282, propagate_backward_time: 27.6485748291, weight_update_time: 0.1336273998, other_time: 2.3995437622
epoch time: 4.1532363892s, input_fired_time: 0.0440151058, output_fired_time: 0.0000000000, propagate_forward_time: 3.6915862560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176352024
validation[          , genome  3187] predictions:    9466/  10000 (94.66%), best:    9472/10000 (94.72%), error:      1832.65063, best error:      1815.62317 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 49.4368515015s, input_fired_time: 0.3546600640, output_fired_time: 0.3607785702, propagate_forward_time: 18.8821620941, propagate_backward_time: 27.4650096893, weight_update_time: 0.1327258050, other_time: 2.3742408752
epoch time: 4.4546694756s, input_fired_time: 0.0470871702, output_fired_time: 0.0000000000, propagate_forward_time: 3.9776923656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298899174
validation[          , genome  3187] predictions:    9458/  10000 (94.58%), best:    9458/10000 (94.58%), error:      1777.44958, best error:      1777.44958 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 49.9115219116s, input_fired_time: 0.3594084084, output_fired_time: 0.3588371277, propagate_forward_time: 19.1890125275, propagate_backward_time: 27.7163925171, weight_update_time: 0.1324200928, other_time: 2.2878704071
epoch time: 4.2726936340s, input_fired_time: 0.0444685444, output_fired_time: 0.0000000000, propagate_forward_time: 3.8079259396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202992916
validation[          , genome  3187] predictions:    9463/  10000 (94.63%), best:    9458/10000 (94.58%), error:      1876.50195, best error:      1777.44958 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 50.1654129028s, input_fired_time: 0.3622395992, output_fired_time: 0.3649789989, propagate_forward_time: 19.2790603638, propagate_backward_time: 27.8509178162, weight_update_time: 0.1318171024, other_time: 2.3082160950
epoch time: 4.3423275948s, input_fired_time: 0.0454161540, output_fired_time: 0.0000000000, propagate_forward_time: 3.8753950596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215161800
validation[          , genome  3187] predictions:    9438/  10000 (94.38%), best:    9458/10000 (94.58%), error:      1958.79297, best error:      1777.44958 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 49.7784919739s, input_fired_time: 0.3575090170, output_fired_time: 0.3625830710, propagate_forward_time: 19.0917549133, propagate_backward_time: 27.6768398285, weight_update_time: 0.1320803761, other_time: 2.2898044586
epoch time: 4.3137884140s, input_fired_time: 0.0459499247, output_fired_time: 0.0000000000, propagate_forward_time: 3.8692269325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986115456
validation[          , genome  3187] predictions:    9396/  10000 (93.96%), best:    9458/10000 (94.58%), error:      2041.99097, best error:      1777.44958 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.9942359924s, input_fired_time: 0.3593548536, output_fired_time: 0.3608091474, propagate_forward_time: 19.1340179443, propagate_backward_time: 27.7786750793, weight_update_time: 0.1338430047, other_time: 2.3613777161
epoch time: 4.0601158142s, input_fired_time: 0.0428925529, output_fired_time: 0.0000000000, propagate_forward_time: 3.6168556213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003677368
validation[          , genome  3187] predictions:    9501/  10000 (95.01%), best:    9501/10000 (95.01%), error:      1726.52905, best error:      1726.52905 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 50.0010795593s, input_fired_time: 0.3609710038, output_fired_time: 0.3619961441, propagate_forward_time: 19.2126731873, propagate_backward_time: 27.7340602875, weight_update_time: 0.1327728033, other_time: 2.3313808441
epoch time: 4.3869280815s, input_fired_time: 0.0466979556, output_fired_time: 0.0000000000, propagate_forward_time: 3.9107713699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294586182
validation[          , genome  3187] predictions:    9433/  10000 (94.33%), best:    9501/10000 (95.01%), error:      1847.76807, best error:      1726.52905 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 49.5588836670s, input_fired_time: 0.3570745587, output_fired_time: 0.3589993119, propagate_forward_time: 19.0321235657, propagate_backward_time: 27.5231361389, weight_update_time: 0.1322053969, other_time: 2.2875480652
epoch time: 4.0290069580s, input_fired_time: 0.0462819897, output_fired_time: 0.0000000000, propagate_forward_time: 3.5187013149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640235901
validation[          , genome  3187] predictions:    9471/  10000 (94.71%), best:    9501/10000 (95.01%), error:      1763.19373, best error:      1726.52905 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.8222923279s, input_fired_time: 0.3531365395, output_fired_time: 0.3569325507, propagate_forward_time: 18.6345272064, propagate_backward_time: 27.1274070740, weight_update_time: 0.1300237030, other_time: 2.3502864838
epoch time: 4.2853665352s, input_fired_time: 0.0450412147, output_fired_time: 0.0000000000, propagate_forward_time: 3.8279509544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123744965
validation[          , genome  3187] predictions:    9457/  10000 (94.57%), best:    9501/10000 (95.01%), error:      1820.66638, best error:      1726.52905 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 48.7896652222s, input_fired_time: 0.3516267836, output_fired_time: 0.3518409133, propagate_forward_time: 18.6951351166, propagate_backward_time: 27.1454582214, weight_update_time: 0.1280861646, other_time: 2.2456035614
epoch time: 4.0967197418s, input_fired_time: 0.0436897203, output_fired_time: 0.0000000000, propagate_forward_time: 3.6504354477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025945663
validation[          , genome  3187] predictions:    9488/  10000 (94.88%), best:    9501/10000 (95.01%), error:      1728.65588, best error:      1726.52905 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.1539840698s, input_fired_time: 0.3618462980, output_fired_time: 0.3634222746, propagate_forward_time: 19.2630195618, propagate_backward_time: 27.8546428680, weight_update_time: 0.1319683641, other_time: 2.3110523224
epoch time: 4.2766933441s, input_fired_time: 0.0449653678, output_fired_time: 0.0000000000, propagate_forward_time: 3.8179602623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137678146
validation[          , genome  3187] predictions:    9511/  10000 (95.11%), best:    9511/10000 (95.11%), error:      1685.17664, best error:      1685.17664 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 50.0046806335s, input_fired_time: 0.3598279357, output_fired_time: 0.3638005257, propagate_forward_time: 19.1870670319, propagate_backward_time: 27.7655677795, weight_update_time: 0.1331046820, other_time: 2.3284168243
epoch time: 4.3748927116s, input_fired_time: 0.0455094129, output_fired_time: 0.0000000000, propagate_forward_time: 3.9093239307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200594425
validation[          , genome  3187] predictions:    9508/  10000 (95.08%), best:    9511/10000 (95.11%), error:      1735.64111, best error:      1685.17664 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 49.6393394470s, input_fired_time: 0.3579796553, output_fired_time: 0.3573706150, propagate_forward_time: 19.0680999756, propagate_backward_time: 27.5390529633, weight_update_time: 0.1318947524, other_time: 2.3168354034
epoch time: 4.2935576439s, input_fired_time: 0.0450197682, output_fired_time: 0.0000000000, propagate_forward_time: 3.8447082043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038298130
validation[          , genome  3187] predictions:    9496/  10000 (94.96%), best:    9511/10000 (95.11%), error:      1727.04419, best error:      1685.17664 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 49.8873519897s, input_fired_time: 0.3591400683, output_fired_time: 0.3572163284, propagate_forward_time: 19.1683502197, propagate_backward_time: 27.6724166870, weight_update_time: 0.1332578510, other_time: 2.3302307129
epoch time: 4.3524150848s, input_fired_time: 0.0469854213, output_fired_time: 0.0000000000, propagate_forward_time: 3.8825392723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228901863
validation[          , genome  3187] predictions:    9512/  10000 (95.12%), best:    9511/10000 (95.11%), error:      1734.10437, best error:      1685.17664 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 49.2164344788s, input_fired_time: 0.3559327722, output_fired_time: 0.3599371314, propagate_forward_time: 18.7493343353, propagate_backward_time: 27.4268283844, weight_update_time: 0.1328872591, other_time: 2.3244018555
epoch time: 4.3095502853s, input_fired_time: 0.0453732796, output_fired_time: 0.0000000000, propagate_forward_time: 3.8508954048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132814407
validation[          , genome  3187] predictions:    9524/  10000 (95.24%), best:    9524/10000 (95.24%), error:      1655.51514, best error:      1655.51514 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 49.7107543945s, input_fired_time: 0.3539051116, output_fired_time: 0.3624859154, propagate_forward_time: 19.0868568420, propagate_backward_time: 27.6245536804, weight_update_time: 0.1324820668, other_time: 2.2829513550
epoch time: 4.3007001877s, input_fired_time: 0.0453299545, output_fired_time: 0.0000000000, propagate_forward_time: 3.8501033783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052667618
validation[          , genome  3187] predictions:    9422/  10000 (94.22%), best:    9524/10000 (95.24%), error:      1940.58923, best error:      1655.51514 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 49.1911239624s, input_fired_time: 0.3537654579, output_fired_time: 0.3567028642, propagate_forward_time: 18.8435230255, propagate_backward_time: 27.3145790100, weight_update_time: 0.1316649020, other_time: 2.3225536346
epoch time: 4.0434908867s, input_fired_time: 0.0440070480, output_fired_time: 0.0000000000, propagate_forward_time: 3.5800046921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194791317
validation[          , genome  3187] predictions:    9400/  10000 (94.00%), best:    9524/10000 (95.24%), error:      2072.03955, best error:      1655.51514 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.5236549377s, input_fired_time: 0.3558168411, output_fired_time: 0.3585641682, propagate_forward_time: 18.9746131897, propagate_backward_time: 27.5222759247, weight_update_time: 0.1327526867, other_time: 2.3123874664
epoch time: 4.2676582336s, input_fired_time: 0.0458959155, output_fired_time: 0.0000000000, propagate_forward_time: 3.8019387722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198234081
validation[          , genome  3187] predictions:    9529/  10000 (95.29%), best:    9524/10000 (95.24%), error:      1660.99573, best error:      1655.51514 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 49.7524604797s, input_fired_time: 0.3593218029, output_fired_time: 0.3587440550, propagate_forward_time: 19.1062297821, propagate_backward_time: 27.6284923553, weight_update_time: 0.1308061630, other_time: 2.2996711731
epoch time: 4.3782958984s, input_fired_time: 0.0462815687, output_fired_time: 0.0000000000, propagate_forward_time: 3.9062654972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257490635
validation[          , genome  3187] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1629.27539, best error:      1629.27539 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 48.7790718079s, input_fired_time: 0.3516213894, output_fired_time: 0.3553321660, propagate_forward_time: 18.6294784546, propagate_backward_time: 27.1630229950, weight_update_time: 0.1308966279, other_time: 2.2796192169
epoch time: 4.5039124489s, input_fired_time: 0.0492376387, output_fired_time: 0.0000000000, propagate_forward_time: 4.0156912804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389834404
validation[          , genome  3187] predictions:    9497/  10000 (94.97%), best:    9510/10000 (95.10%), error:      1683.54895, best error:      1629.27539 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 49.7811203003s, input_fired_time: 0.3594649732, output_fired_time: 0.3601012528, propagate_forward_time: 19.0904178619, propagate_backward_time: 27.6858444214, weight_update_time: 0.1313363612, other_time: 2.2852916718
epoch time: 4.3350191116s, input_fired_time: 0.0457816720, output_fired_time: 0.0000000000, propagate_forward_time: 3.8818728924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073646069
validation[          , genome  3187] predictions:    9478/  10000 (94.78%), best:    9510/10000 (95.10%), error:      1741.33936, best error:      1629.27539 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 49.3122749329s, input_fired_time: 0.3564547300, output_fired_time: 0.3571922779, propagate_forward_time: 18.8421058655, propagate_backward_time: 27.4835205078, weight_update_time: 0.1310980767, other_time: 2.2730026245
epoch time: 4.1300106049s, input_fired_time: 0.0456767604, output_fired_time: 0.0000000000, propagate_forward_time: 3.6723315716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120023251
validation[          , genome  3187] predictions:    9491/  10000 (94.91%), best:    9510/10000 (95.10%), error:      1740.73254, best error:      1629.27539 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.1587600708s, input_fired_time: 0.3603012562, output_fired_time: 0.3617294431, propagate_forward_time: 19.2344360352, propagate_backward_time: 27.8722381592, weight_update_time: 0.1339317560, other_time: 2.3300552368
epoch time: 4.2708582878s, input_fired_time: 0.0447109453, output_fired_time: 0.0000000000, propagate_forward_time: 3.8226339817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035131931
validation[          , genome  3187] predictions:    9515/  10000 (95.15%), best:    9510/10000 (95.10%), error:      1645.43787, best error:      1629.27539 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 49.1433143616s, input_fired_time: 0.3549987674, output_fired_time: 0.3573919237, propagate_forward_time: 18.7972297668, propagate_backward_time: 27.3416023254, weight_update_time: 0.1331694871, other_time: 2.2920913696
epoch time: 4.2870340347s, input_fired_time: 0.0468158536, output_fired_time: 0.0000000000, propagate_forward_time: 3.8238389492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163792133
validation[          , genome  3187] predictions:    9550/  10000 (95.50%), best:    9550/10000 (95.50%), error:      1544.24780, best error:      1544.24780 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.8494300842s, input_fired_time: 0.3580936193, output_fired_time: 0.3593836427, propagate_forward_time: 19.1195182800, propagate_backward_time: 27.6912994385, weight_update_time: 0.1324343383, other_time: 2.3211364746
epoch time: 4.2613658905s, input_fired_time: 0.0448577367, output_fired_time: 0.0000000000, propagate_forward_time: 3.8090732098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074351788
validation[          , genome  3187] predictions:    9458/  10000 (94.58%), best:    9550/10000 (95.50%), error:      1788.80164, best error:      1544.24780 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.0901718140s, input_fired_time: 0.3604297042, output_fired_time: 0.3649824262, propagate_forward_time: 19.2015361786, propagate_backward_time: 27.8131999969, weight_update_time: 0.1351284534, other_time: 2.3500251770
epoch time: 4.2845997810s, input_fired_time: 0.0461681858, output_fired_time: 0.0000000000, propagate_forward_time: 3.8302898407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081416130
validation[          , genome  3187] predictions:    9513/  10000 (95.13%), best:    9550/10000 (95.50%), error:      1640.54492, best error:      1544.24780 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 49.8058547974s, input_fired_time: 0.3578918576, output_fired_time: 0.3604841232, propagate_forward_time: 19.1028423309, propagate_backward_time: 27.6882801056, weight_update_time: 0.1315667629, other_time: 2.2963562012
epoch time: 4.1409926414s, input_fired_time: 0.0453594439, output_fired_time: 0.0000000000, propagate_forward_time: 3.6835703850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120626450
validation[          , genome  3187] predictions:    9507/  10000 (95.07%), best:    9550/10000 (95.50%), error:      1672.27502, best error:      1544.24780 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.1723175049s, input_fired_time: 0.3566505313, output_fired_time: 0.3566203415, propagate_forward_time: 18.8477611542, propagate_backward_time: 27.3209629059, weight_update_time: 0.1297987103, other_time: 2.2903213501
epoch time: 4.2126626968s, input_fired_time: 0.0453040861, output_fired_time: 0.0000000000, propagate_forward_time: 3.7645432949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028151035
validation[          , genome  3187] predictions:    9492/  10000 (94.92%), best:    9550/10000 (95.50%), error:      1721.28943, best error:      1544.24780 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 49.3907737732s, input_fired_time: 0.3543032110, output_fired_time: 0.3608464301, propagate_forward_time: 18.8656539917, propagate_backward_time: 27.4876613617, weight_update_time: 0.1320353001, other_time: 2.3223094940
epoch time: 4.2666578293s, input_fired_time: 0.0454170220, output_fired_time: 0.0000000000, propagate_forward_time: 3.8144471645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067938328
validation[          , genome  3187] predictions:    9497/  10000 (94.97%), best:    9550/10000 (95.50%), error:      1665.91333, best error:      1544.24780 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.8569145203s, input_fired_time: 0.3608946502, output_fired_time: 0.3612557352, propagate_forward_time: 19.1549510956, propagate_backward_time: 27.6504898071, weight_update_time: 0.1340130419, other_time: 2.3293247223
epoch time: 4.0344700813s, input_fired_time: 0.0449564047, output_fired_time: 0.0000000000, propagate_forward_time: 3.5675768852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219367504
validation[          , genome  3187] predictions:    9505/  10000 (95.05%), best:    9550/10000 (95.50%), error:      1673.50427, best error:      1544.24780 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 49.3097305298s, input_fired_time: 0.3569496572, output_fired_time: 0.3600302935, propagate_forward_time: 18.7862358093, propagate_backward_time: 27.4704895020, weight_update_time: 0.1319866478, other_time: 2.3360252380
epoch time: 4.2706885338s, input_fired_time: 0.0460954383, output_fired_time: 0.0000000000, propagate_forward_time: 3.8007631302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238300323
validation[          , genome  3187] predictions:    9461/  10000 (94.61%), best:    9550/10000 (95.50%), error:      1780.16980, best error:      1544.24780 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 49.5885200500s, input_fired_time: 0.3590702415, output_fired_time: 0.3588562608, propagate_forward_time: 19.0211505890, propagate_backward_time: 27.5508174896, weight_update_time: 0.1301768273, other_time: 2.2986259460
epoch time: 4.0376839638s, input_fired_time: 0.0435018055, output_fired_time: 0.0000000000, propagate_forward_time: 3.5938744545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003076553
validation[          , genome  3187] predictions:    9525/  10000 (95.25%), best:    9550/10000 (95.50%), error:      1610.42993, best error:      1544.24780 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.3391685486s, input_fired_time: 0.3603709936, output_fired_time: 0.3565979302, propagate_forward_time: 18.9506072998, propagate_backward_time: 27.3443069458, weight_update_time: 0.1322928816, other_time: 2.3272857666
epoch time: 4.2586307526s, input_fired_time: 0.0449358672, output_fired_time: 0.0000000000, propagate_forward_time: 3.8089804649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047145844
validation[          , genome  3187] predictions:    9526/  10000 (95.26%), best:    9550/10000 (95.50%), error:      1606.79956, best error:      1544.24780 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.1103401184s, input_fired_time: 0.3588216603, output_fired_time: 0.3671588004, propagate_forward_time: 19.2004947662, propagate_backward_time: 27.9080810547, weight_update_time: 0.1335849911, other_time: 2.2757854462
epoch time: 4.3235926628s, input_fired_time: 0.0449805148, output_fired_time: 0.0000000000, propagate_forward_time: 3.8752844334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033277035
validation[          , genome  3187] predictions:    9478/  10000 (94.78%), best:    9550/10000 (95.50%), error:      1747.16541, best error:      1544.24780 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 50.6946411133s, input_fired_time: 0.3667139113, output_fired_time: 0.3664260507, propagate_forward_time: 19.4768829346, propagate_backward_time: 28.1770095825, weight_update_time: 0.1331047863, other_time: 2.3076095581
epoch time: 4.3028120995s, input_fired_time: 0.0458164737, output_fired_time: 0.0000000000, propagate_forward_time: 3.8533146381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036810398
validation[          , genome  3187] predictions:    9512/  10000 (95.12%), best:    9550/10000 (95.50%), error:      1674.68225, best error:      1544.24780 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.7622261047s, input_fired_time: 0.3608585894, output_fired_time: 0.3639980555, propagate_forward_time: 19.0403633118, propagate_backward_time: 27.6824398041, weight_update_time: 0.1308311373, other_time: 2.3145656586
epoch time: 4.3176374435s, input_fired_time: 0.0458905846, output_fired_time: 0.0000000000, propagate_forward_time: 3.8565428257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152038097
validation[          , genome  3187] predictions:    9489/  10000 (94.89%), best:    9550/10000 (95.50%), error:      1708.26636, best error:      1544.24780 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 49.0518608093s, input_fired_time: 0.3569393754, output_fired_time: 0.3582509756, propagate_forward_time: 18.6163501740, propagate_backward_time: 27.2979011536, weight_update_time: 0.1325186938, other_time: 2.4224185944
epoch time: 4.2840499878s, input_fired_time: 0.0454928763, output_fired_time: 0.0000000000, propagate_forward_time: 3.8313362598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072210789
validation[          , genome  3187] predictions:    9522/  10000 (95.22%), best:    9550/10000 (95.50%), error:      1643.54614, best error:      1544.24780 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 49.3334922791s, input_fired_time: 0.3586993217, output_fired_time: 0.3574164808, propagate_forward_time: 18.8975887299, propagate_backward_time: 27.4036464691, weight_update_time: 0.1318702400, other_time: 2.3161392212
epoch time: 4.1563053131s, input_fired_time: 0.0446377136, output_fired_time: 0.0000000000, propagate_forward_time: 3.7076432705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040243626
validation[          , genome  3187] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1537.09521, best error:      1537.09521 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 49.5733909607s, input_fired_time: 0.3597195745, output_fired_time: 0.3590729535, propagate_forward_time: 19.0560607910, propagate_backward_time: 27.4983386993, weight_update_time: 0.1309926659, other_time: 2.3001995087
epoch time: 4.3161840439s, input_fired_time: 0.0462645739, output_fired_time: 0.0000000000, propagate_forward_time: 3.8578672409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120521545
validation[          , genome  3187] predictions:    9512/  10000 (95.12%), best:    9539/10000 (95.39%), error:      1631.08594, best error:      1537.09521 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.6355323792s, input_fired_time: 0.3680285513, output_fired_time: 0.3652403355, propagate_forward_time: 19.4113044739, propagate_backward_time: 28.1247177124, weight_update_time: 0.1339743286, other_time: 2.3662414551
epoch time: 4.3805990219s, input_fired_time: 0.0472331569, output_fired_time: 0.0000000000, propagate_forward_time: 3.9155507088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178152084
validation[          , genome  3187] predictions:    9522/  10000 (95.22%), best:    9539/10000 (95.39%), error:      1683.44519, best error:      1537.09521 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.8000106812s, input_fired_time: 0.3585986495, output_fired_time: 0.3592337370, propagate_forward_time: 19.1138572693, propagate_backward_time: 27.6710243225, weight_update_time: 0.1306859702, other_time: 2.2972984314
epoch time: 4.3786873817s, input_fired_time: 0.0487569086, output_fired_time: 0.0000000000, propagate_forward_time: 3.8925659657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373643398
validation[          , genome  3187] predictions:    9496/  10000 (94.96%), best:    9539/10000 (95.39%), error:      1716.44446, best error:      1537.09521 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.3694458008s, input_fired_time: 0.3571996093, output_fired_time: 0.3587852418, propagate_forward_time: 18.7994232178, propagate_backward_time: 27.5077610016, weight_update_time: 0.1321209818, other_time: 2.3462772369
epoch time: 4.4903407097s, input_fired_time: 0.0488015786, output_fired_time: 0.0000000000, propagate_forward_time: 4.0081467628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333925247
validation[          , genome  3187] predictions:    9496/  10000 (94.96%), best:    9539/10000 (95.39%), error:      1796.95288, best error:      1537.09521 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 49.6675910950s, input_fired_time: 0.3626384735, output_fired_time: 0.3628271222, propagate_forward_time: 19.0380115509, propagate_backward_time: 27.5987300873, weight_update_time: 0.1306914538, other_time: 2.3053855896
epoch time: 4.4028534889s, input_fired_time: 0.0478414744, output_fired_time: 0.0000000000, propagate_forward_time: 3.9288609028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261510372
validation[          , genome  3187] predictions:    9535/  10000 (95.35%), best:    9539/10000 (95.39%), error:      1590.45117, best error:      1537.09521 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 49.3091354370s, input_fired_time: 0.3599520922, output_fired_time: 0.3576646745, propagate_forward_time: 18.9125728607, propagate_backward_time: 27.4043998718, weight_update_time: 0.1312926859, other_time: 2.2745456696
epoch time: 4.4045677185s, input_fired_time: 0.0477267839, output_fired_time: 0.0000000000, propagate_forward_time: 3.9270529747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297881126
validation[          , genome  3187] predictions:    9500/  10000 (95.00%), best:    9539/10000 (95.39%), error:      1695.79956, best error:      1537.09521 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.2420043945s, input_fired_time: 0.3643226326, output_fired_time: 0.3641448617, propagate_forward_time: 19.1986503601, propagate_backward_time: 27.9487476349, weight_update_time: 0.1346030980, other_time: 2.3661403656
epoch time: 4.1961197853s, input_fired_time: 0.0453500487, output_fired_time: 0.0000000000, propagate_forward_time: 3.7327086926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180610180
validation[          , genome  3187] predictions:    9512/  10000 (95.12%), best:    9539/10000 (95.39%), error:      1626.27051, best error:      1537.09521 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.6303672791s, input_fired_time: 0.3650929630, output_fired_time: 0.3558564186, propagate_forward_time: 18.6366024017, propagate_backward_time: 26.9424324036, weight_update_time: 0.1302629411, other_time: 2.3303813934
epoch time: 4.2957310677s, input_fired_time: 0.0475236699, output_fired_time: 0.0000000000, propagate_forward_time: 3.8241789341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240286350
validation[          , genome  3187] predictions:    9524/  10000 (95.24%), best:    9539/10000 (95.39%), error:      1591.05713, best error:      1537.09521 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.7812309265s, input_fired_time: 0.3601568937, output_fired_time: 0.3589248359, propagate_forward_time: 19.0961208344, propagate_backward_time: 27.6865139008, weight_update_time: 0.1320852637, other_time: 2.2795143127
epoch time: 4.3492774963s, input_fired_time: 0.0474045463, output_fired_time: 0.0000000000, propagate_forward_time: 3.8813059330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205667973
validation[          , genome  3187] predictions:    9506/  10000 (95.06%), best:    9539/10000 (95.39%), error:      1662.81616, best error:      1537.09521 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 49.6046943665s, input_fired_time: 0.3605309725, output_fired_time: 0.3603777289, propagate_forward_time: 19.0271739960, propagate_backward_time: 27.5809116364, weight_update_time: 0.1331935525, other_time: 2.2756996155
epoch time: 4.2615647316s, input_fired_time: 0.0461655371, output_fired_time: 0.0000000000, propagate_forward_time: 3.8005042076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148950577
validation[          , genome  3187] predictions:    9531/  10000 (95.31%), best:    9539/10000 (95.39%), error:      1614.40247, best error:      1537.09521 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 49.4992218018s, input_fired_time: 0.3591164351, output_fired_time: 0.3601073325, propagate_forward_time: 18.8505153656, propagate_backward_time: 27.5886020660, weight_update_time: 0.1324101686, other_time: 2.3408813477
epoch time: 4.2854995728s, input_fired_time: 0.0466814674, output_fired_time: 0.0000000000, propagate_forward_time: 3.8337385654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050796032
validation[          , genome  3187] predictions:    9471/  10000 (94.71%), best:    9539/10000 (95.39%), error:      1756.40747, best error:      1537.09521 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 49.2471046448s, input_fired_time: 0.3592596650, output_fired_time: 0.3566948771, propagate_forward_time: 18.9096565247, propagate_backward_time: 27.3444137573, weight_update_time: 0.1300549954, other_time: 2.2770805359
epoch time: 4.1572904587s, input_fired_time: 0.0460195467, output_fired_time: 0.0000000000, propagate_forward_time: 3.7017028332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095680714
validation[          , genome  3187] predictions:    9547/  10000 (95.47%), best:    9539/10000 (95.39%), error:      1537.49841, best error:      1537.09521 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 49.6368217468s, input_fired_time: 0.3612986207, output_fired_time: 0.3616365194, propagate_forward_time: 19.0322780609, propagate_backward_time: 27.5849647522, weight_update_time: 0.1322120726, other_time: 2.2966442108
epoch time: 4.2012205124s, input_fired_time: 0.0456990935, output_fired_time: 0.0000000000, propagate_forward_time: 3.7498059273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057154655
validation[          , genome  3187] predictions:    9377/  10000 (93.77%), best:    9539/10000 (95.39%), error:      2058.18262, best error:      1537.09521 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.3982353210s, input_fired_time: 0.3637191653, output_fired_time: 0.3640367985, propagate_forward_time: 19.2883777618, propagate_backward_time: 28.0276355743, weight_update_time: 0.1322220415, other_time: 2.3544654846
epoch time: 4.3285264969s, input_fired_time: 0.0467546843, output_fired_time: 0.0000000000, propagate_forward_time: 3.8750460148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067256451
validation[          , genome  3187] predictions:    9526/  10000 (95.26%), best:    9539/10000 (95.39%), error:      1664.70239, best error:      1537.09521 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 49.8323364258s, input_fired_time: 0.3616805077, output_fired_time: 0.3596169949, propagate_forward_time: 19.1194400787, propagate_backward_time: 27.7026500702, weight_update_time: 0.1321839988, other_time: 2.2889518738
epoch time: 4.2824730873s, input_fired_time: 0.0473139063, output_fired_time: 0.0000000000, propagate_forward_time: 3.8274905682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076688290
validation[          , genome  3187] predictions:    9360/  10000 (93.60%), best:    9539/10000 (95.39%), error:      2083.77490, best error:      1537.09521 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.8283920288s, input_fired_time: 0.3570129573, output_fired_time: 0.3569687009, propagate_forward_time: 18.6922454834, propagate_backward_time: 27.1247100830, weight_update_time: 0.1293667406, other_time: 2.2974548340
epoch time: 4.2733840942s, input_fired_time: 0.0462025739, output_fired_time: 0.0000000000, propagate_forward_time: 3.8162586689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109227657
validation[          , genome  3187] predictions:    9482/  10000 (94.82%), best:    9539/10000 (95.39%), error:      1705.12219, best error:      1537.09521 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.4824371338s, input_fired_time: 0.3592635691, output_fired_time: 0.3587885499, propagate_forward_time: 18.9140453339, propagate_backward_time: 27.5396957397, weight_update_time: 0.1297755986, other_time: 2.3106441498
epoch time: 4.1419124603s, input_fired_time: 0.0444663279, output_fired_time: 0.0000000000, propagate_forward_time: 3.6910252571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064207077
validation[          , genome  3187] predictions:    9534/  10000 (95.34%), best:    9539/10000 (95.39%), error:      1591.41138, best error:      1537.09521 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.9711570740s, input_fired_time: 0.3560354412, output_fired_time: 0.3539920449, propagate_forward_time: 18.7387199402, propagate_backward_time: 27.2205905914, weight_update_time: 0.1307659596, other_time: 2.3018169403
epoch time: 3.7653441429s, input_fired_time: 0.0415624976, output_fired_time: 0.0000000000, propagate_forward_time: 3.3447904587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789911270
validation[          , genome  3187] predictions:    9468/  10000 (94.68%), best:    9539/10000 (95.39%), error:      1745.15356, best error:      1537.09521 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.2891197205s, input_fired_time: 0.3626609147, output_fired_time: 0.3606402576, propagate_forward_time: 19.2954978943, propagate_backward_time: 27.9741992950, weight_update_time: 0.1327565908, other_time: 2.2961215973
epoch time: 4.2399401665s, input_fired_time: 0.0464507341, output_fired_time: 0.0000000000, propagate_forward_time: 3.7832124233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102771282
validation[          , genome  3187] predictions:    9514/  10000 (95.14%), best:    9539/10000 (95.39%), error:      1656.70789, best error:      1537.09521 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.3615455627s, input_fired_time: 0.3613393605, output_fired_time: 0.3607984185, propagate_forward_time: 18.7854576111, propagate_backward_time: 27.4850692749, weight_update_time: 0.1321813166, other_time: 2.3688812256
epoch time: 4.4469990730s, input_fired_time: 0.0491188914, output_fired_time: 0.0000000000, propagate_forward_time: 3.9619843960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358956814
validation[          , genome  3187] predictions:    9510/  10000 (95.10%), best:    9539/10000 (95.39%), error:      1621.67090, best error:      1537.09521 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 50.1484718323s, input_fired_time: 0.3676905632, output_fired_time: 0.3627895415, propagate_forward_time: 19.2402877808, propagate_backward_time: 27.8751106262, weight_update_time: 0.1318219304, other_time: 2.3025932312
epoch time: 3.9727959633s, input_fired_time: 0.0448996983, output_fired_time: 0.0000000000, propagate_forward_time: 3.5001416206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277546406
validation[          , genome  3187] predictions:    9539/  10000 (95.39%), best:    9539/10000 (95.39%), error:      1539.18945, best error:      1537.09521 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.2933731079s, input_fired_time: 0.3537030518, output_fired_time: 0.3461832702, propagate_forward_time: 18.4711570740, propagate_backward_time: 26.8425540924, weight_update_time: 0.1289508790, other_time: 2.2797756195
epoch time: 3.9929971695s, input_fired_time: 0.0444895551, output_fired_time: 0.0000000000, propagate_forward_time: 3.5500409603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984665871
validation[          , genome  3187] predictions:    9486/  10000 (94.86%), best:    9539/10000 (95.39%), error:      1657.14795, best error:      1537.09521 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 47.1856155396s, input_fired_time: 0.3506962061, output_fired_time: 0.3412220478, propagate_forward_time: 18.0887241364, propagate_backward_time: 26.1288986206, weight_update_time: 0.1269820184, other_time: 2.2760753632
epoch time: 4.2951707840s, input_fired_time: 0.0463828929, output_fired_time: 0.0000000000, propagate_forward_time: 3.8433854580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054024220
validation[          , genome  3187] predictions:    9542/  10000 (95.42%), best:    9539/10000 (95.39%), error:      1592.14514, best error:      1537.09521 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.7468032837s, input_fired_time: 0.3581828773, output_fired_time: 0.3524160683, propagate_forward_time: 18.6775665283, propagate_backward_time: 27.0635662079, weight_update_time: 0.1302991956, other_time: 2.2950725555
epoch time: 4.3875637054s, input_fired_time: 0.0474058874, output_fired_time: 0.0000000000, propagate_forward_time: 3.9243118763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158461094
validation[          , genome  3187] predictions:    9488/  10000 (94.88%), best:    9539/10000 (95.39%), error:      1684.71350, best error:      1537.09521 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.2719383240s, input_fired_time: 0.3681041598, output_fired_time: 0.3664890528, propagate_forward_time: 19.1900463104, propagate_backward_time: 27.9817771912, weight_update_time: 0.1345607638, other_time: 2.3655223846
epoch time: 4.2428569794s, input_fired_time: 0.0472099632, output_fired_time: 0.0000000000, propagate_forward_time: 3.7732884884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223587513
validation[          , genome  3187] predictions:    9544/  10000 (95.44%), best:    9539/10000 (95.39%), error:      1537.71790, best error:      1537.09521 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 49.8371696472s, input_fired_time: 0.3601096272, output_fired_time: 0.3621547520, propagate_forward_time: 19.0573024750, propagate_backward_time: 27.7267379761, weight_update_time: 0.1331257075, other_time: 2.3308620453
epoch time: 4.3978071213s, input_fired_time: 0.0469849668, output_fired_time: 0.0000000000, propagate_forward_time: 3.9336585999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171633720
validation[          , genome  3187] predictions:    9440/  10000 (94.40%), best:    9539/10000 (95.39%), error:      1839.33130, best error:      1537.09521 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.1459350586s, input_fired_time: 0.3642388582, output_fired_time: 0.3635005951, propagate_forward_time: 19.1753330231, propagate_backward_time: 27.8655261993, weight_update_time: 0.1372299194, other_time: 2.3773384094
epoch time: 4.2332353592s, input_fired_time: 0.0453621298, output_fired_time: 0.0000000000, propagate_forward_time: 3.7855415344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023318291
validation[          , genome  3187] predictions:    9512/  10000 (95.12%), best:    9539/10000 (95.39%), error:      1619.94397, best error:      1537.09521 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.0881500244s, input_fired_time: 0.3718325198, output_fired_time: 0.3614793718, propagate_forward_time: 19.1782398224, propagate_backward_time: 27.8022155762, weight_update_time: 0.1339822561, other_time: 2.3743801117
epoch time: 4.3589735031s, input_fired_time: 0.0459775999, output_fired_time: 0.0000000000, propagate_forward_time: 3.9126532078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003427029
validation[          , genome  3187] predictions:    9435/  10000 (94.35%), best:    9539/10000 (95.39%), error:      1830.27185, best error:      1537.09521 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.7927856445s, input_fired_time: 0.3636138141, output_fired_time: 0.3623211086, propagate_forward_time: 19.1092166901, propagate_backward_time: 27.6454315186, weight_update_time: 0.1323214322, other_time: 2.3122043610
epoch time: 4.2501935959s, input_fired_time: 0.0450291708, output_fired_time: 0.0000000000, propagate_forward_time: 3.8050222397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001421928
validation[          , genome  3187] predictions:    9495/  10000 (94.95%), best:    9539/10000 (95.39%), error:      1657.00598, best error:      1537.09521 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.3094406128s, input_fired_time: 0.3613595665, output_fired_time: 0.3578159809, propagate_forward_time: 18.9399566650, propagate_backward_time: 27.3692226410, weight_update_time: 0.1314657480, other_time: 2.2810878754
epoch time: 4.3081693649s, input_fired_time: 0.0460682362, output_fired_time: 0.0000000000, propagate_forward_time: 3.8473825455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147186279
validation[          , genome  3187] predictions:    9528/  10000 (95.28%), best:    9539/10000 (95.39%), error:      1599.50354, best error:      1537.09521 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.4669609070s, input_fired_time: 0.3625135124, output_fired_time: 0.3555381894, propagate_forward_time: 18.9467296600, propagate_backward_time: 27.4620552063, weight_update_time: 0.1334079057, other_time: 2.3401241302
epoch time: 4.1809191704s, input_fired_time: 0.0459878892, output_fired_time: 0.0000000000, propagate_forward_time: 3.7373127937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976182938
validation[          , genome  3187] predictions:    9479/  10000 (94.79%), best:    9539/10000 (95.39%), error:      1751.49292, best error:      1537.09521 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.0068893433s, input_fired_time: 0.3603851795, output_fired_time: 0.3582822084, propagate_forward_time: 18.5874576569, propagate_backward_time: 27.2916812897, weight_update_time: 0.1337742507, other_time: 2.4090805054
epoch time: 4.3327260017s, input_fired_time: 0.0463636816, output_fired_time: 0.0000000000, propagate_forward_time: 3.8856234550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007387161
validation[          , genome  3187] predictions:    9545/  10000 (95.45%), best:    9539/10000 (95.39%), error:      1567.70984, best error:      1537.09521 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 49.1482582092s, input_fired_time: 0.3650171757, output_fired_time: 0.3593885899, propagate_forward_time: 18.6851806641, propagate_backward_time: 27.3892555237, weight_update_time: 0.1324499846, other_time: 2.3494148254
epoch time: 4.3394041061s, input_fired_time: 0.0485132486, output_fired_time: 0.0000000000, propagate_forward_time: 3.8695831299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213075638
validation[          , genome  3187] predictions:    9522/  10000 (95.22%), best:    9539/10000 (95.39%), error:      1679.69128, best error:      1537.09521 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 49.6309661865s, input_fired_time: 0.3619310856, output_fired_time: 0.3593917787, propagate_forward_time: 19.0102176666, propagate_backward_time: 27.6070613861, weight_update_time: 0.1322347820, other_time: 2.2923660278
epoch time: 4.1235980988s, input_fired_time: 0.0450916439, output_fired_time: 0.0000000000, propagate_forward_time: 3.6853601933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931462765
validation[          , genome  3187] predictions:    9485/  10000 (94.85%), best:    9539/10000 (95.39%), error:      1783.20349, best error:      1537.09521 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.2327728271s, input_fired_time: 0.3675405085, output_fired_time: 0.3658444881, propagate_forward_time: 19.2289276123, propagate_backward_time: 27.9426879883, weight_update_time: 0.1331744045, other_time: 2.3277702332
epoch time: 4.2599940300s, input_fired_time: 0.0473005399, output_fired_time: 0.0000000000, propagate_forward_time: 3.7965261936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161674976
validation[          , genome  3187] predictions:    9503/  10000 (95.03%), best:    9539/10000 (95.39%), error:      1711.09741, best error:      1537.09521 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 49.4616394043s, input_fired_time: 0.3650710285, output_fired_time: 0.3570877910, propagate_forward_time: 18.9703521729, propagate_backward_time: 27.4295578003, weight_update_time: 0.1331342459, other_time: 2.3395729065
epoch time: 4.3001184464s, input_fired_time: 0.0474808626, output_fired_time: 0.0000000000, propagate_forward_time: 3.8373157978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153215885
validation[          , genome  3187] predictions:    9546/  10000 (95.46%), best:    9539/10000 (95.39%), error:      1538.83398, best error:      1537.09521 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.5037498474s, input_fired_time: 0.3617704213, output_fired_time: 0.3576427698, propagate_forward_time: 18.9415187836, propagate_backward_time: 27.5750808716, weight_update_time: 0.1316595376, other_time: 2.2677364349
epoch time: 3.9657270908s, input_fired_time: 0.0451617166, output_fired_time: 0.0000000000, propagate_forward_time: 3.5097539425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108114243
validation[          , genome  3187] predictions:    9537/  10000 (95.37%), best:    9539/10000 (95.39%), error:      1579.98010, best error:      1537.09521 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.9622230530s, input_fired_time: 0.3622976542, output_fired_time: 0.3541431427, propagate_forward_time: 18.7778072357, propagate_backward_time: 27.1646156311, weight_update_time: 0.1319550127, other_time: 2.3033580780
epoch time: 4.3845238686s, input_fired_time: 0.0483708382, output_fired_time: 0.0000000000, propagate_forward_time: 3.9105525017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256005287
validation[          , genome  3187] predictions:    9538/  10000 (95.38%), best:    9539/10000 (95.39%), error:      1585.83960, best error:      1537.09521 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.9819755554s, input_fired_time: 0.4277770519, output_fired_time: 0.3595863879, propagate_forward_time: 19.1786441803, propagate_backward_time: 27.6904869080, weight_update_time: 0.1333542019, other_time: 2.3254833221
epoch time: 4.3286190033s, input_fired_time: 0.0467899069, output_fired_time: 0.0000000000, propagate_forward_time: 3.8741075993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077212811
validation[          , genome  3187] predictions:    9533/  10000 (95.33%), best:    9539/10000 (95.39%), error:      1622.03040, best error:      1537.09521 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 50.1256599426s, input_fired_time: 0.3623439968, output_fired_time: 0.3641216457, propagate_forward_time: 19.1559238434, propagate_backward_time: 27.8825588226, weight_update_time: 0.1333695203, other_time: 2.3607139587
epoch time: 3.8063805103s, input_fired_time: 0.0443953462, output_fired_time: 0.0000000000, propagate_forward_time: 3.3310811520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309039116
validation[          , genome  3187] predictions:    9533/  10000 (95.33%), best:    9539/10000 (95.39%), error:      1577.27417, best error:      1537.09521 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.8568420410s, input_fired_time: 0.3636783659, output_fired_time: 0.3625082970, propagate_forward_time: 19.1089267731, propagate_backward_time: 27.7125110626, weight_update_time: 0.1311462522, other_time: 2.3092193604
epoch time: 4.2956581116s, input_fired_time: 0.0468269810, output_fired_time: 0.0000000000, propagate_forward_time: 3.8274283409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214029312
validation[          , genome  3187] predictions:    9414/  10000 (94.14%), best:    9539/10000 (95.39%), error:      1918.58081, best error:      1537.09521 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 50.0919456482s, input_fired_time: 0.3704052866, output_fired_time: 0.3648139834, propagate_forward_time: 19.1567306519, propagate_backward_time: 27.8650951385, weight_update_time: 0.1337635517, other_time: 2.3348979950
epoch time: 4.0397801399s, input_fired_time: 0.0456951074, output_fired_time: 0.0000000000, propagate_forward_time: 3.5686085224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254765511
validation[          , genome  3187] predictions:    9557/  10000 (95.57%), best:    9539/10000 (95.39%), error:      1563.55237, best error:      1537.09521 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.3669700623s, input_fired_time: 0.3638984859, output_fired_time: 0.3579351306, propagate_forward_time: 18.8229370117, propagate_backward_time: 27.5041484833, weight_update_time: 0.1302688271, other_time: 2.3180484772
epoch time: 4.3242831230s, input_fired_time: 0.0475656465, output_fired_time: 0.0000000000, propagate_forward_time: 3.8571903706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195272923
validation[          , genome  3187] predictions:    9548/  10000 (95.48%), best:    9539/10000 (95.39%), error:      1558.76318, best error:      1537.09521 on epoch:    57, 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: 20.6458015442s, input_fired_time: 0.2259576917, output_fired_time: 0.0000000000, propagate_forward_time: 18.2270984650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1927452087
best training[          , genome  3187] predictions:   48487/  50000 (96.97%), best:    9539/10000 (95.39%), error:      5341.89014, best error:      1537.09521 on epoch:    57, 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: 4.0399441719s, input_fired_time: 0.0454786047, output_fired_time: 0.0000000000, propagate_forward_time: 3.5702717304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241938591
   testing[          , genome  3187] predictions:    9594/  10000 (95.94%), best:    9539/10000 (95.39%), error:      1364.55127, best error:      1537.09521 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:12:29 (3724): called boinc_finish(0)

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