Nameexact_genome_1512568488_41_2945_1
Workunit2586017
Created7 Dec 2017, 2:21:19 UTC
Sent7 Dec 2017, 2:24:11 UTC
Report deadline10 Dec 2017, 0:23:35 UTC
Received7 Dec 2017, 4:10:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 46 min 5 sec
CPU time1 hours 40 min 6 sec
Validate stateValid
Credit729.06
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.68 MB
Peak swap size152.11 MB
Peak disk usage1.43 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0593210422, output_fired_time: 0.0000000000, propagate_forward_time: 4.0682921410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229235649
validation[          , genome  2945] predictions:    9408/  10000 (94.08%), best:    9445/10000 (94.45%), error:      2069.95459, best error:      1990.08582 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 54.2221908569s, input_fired_time: 0.4685022831, output_fired_time: 0.4732822180, propagate_forward_time: 20.0101547241, propagate_backward_time: 30.9408111572, weight_update_time: 0.1218189001, other_time: 2.3294410706
epoch time: 4.5590715408s, input_fired_time: 0.0597283430, output_fired_time: 0.0000000000, propagate_forward_time: 4.0753216743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240217209
validation[          , genome  2945] predictions:    9395/  10000 (93.95%), best:    9445/10000 (94.45%), error:      2103.03271, best error:      1990.08582 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 54.3393020630s, input_fired_time: 0.4701986015, output_fired_time: 0.4754473865, propagate_forward_time: 19.9646625519, propagate_backward_time: 31.0992031097, weight_update_time: 0.1236967742, other_time: 2.3297901154
epoch time: 4.5995373726s, input_fired_time: 0.0609441400, output_fired_time: 0.0000000000, propagate_forward_time: 4.1076722145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309210777
validation[          , genome  2945] predictions:    9373/  10000 (93.73%), best:    9445/10000 (94.45%), error:      2214.14380, best error:      1990.08582 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.0975418091s, input_fired_time: 0.4691563547, output_fired_time: 0.4751325250, propagate_forward_time: 20.2405490875, propagate_backward_time: 31.5698566437, weight_update_time: 0.1238823608, other_time: 2.3428478241
epoch time: 4.6913480759s, input_fired_time: 0.0615883693, output_fired_time: 0.0000000000, propagate_forward_time: 4.1897125244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400472641
validation[          , genome  2945] predictions:    9443/  10000 (94.43%), best:    9443/10000 (94.43%), error:      1948.46362, best error:      1948.46362 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.9658851624s, input_fired_time: 0.4705154896, output_fired_time: 0.4768949151, propagate_forward_time: 20.2468490601, propagate_backward_time: 31.4320964813, weight_update_time: 0.1245630682, other_time: 2.3395290375
epoch time: 4.5283255577s, input_fired_time: 0.0588820763, output_fired_time: 0.0000000000, propagate_forward_time: 4.0522122383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172310829
validation[          , genome  2945] predictions:    9429/  10000 (94.29%), best:    9429/10000 (94.29%), error:      1935.21448, best error:      1935.21448 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 54.5861663818s, input_fired_time: 0.4691455364, output_fired_time: 0.4742998481, propagate_forward_time: 20.0331783295, propagate_backward_time: 31.2564659119, weight_update_time: 0.1238987818, other_time: 2.3530769348
epoch time: 4.2279238701s, input_fired_time: 0.0565466359, output_fired_time: 0.0000000000, propagate_forward_time: 3.7693986893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019784927
validation[          , genome  2945] predictions:    9270/  10000 (92.70%), best:    9429/10000 (94.29%), error:      2351.36841, best error:      1935.21448 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.8965835571s, input_fired_time: 0.4713847637, output_fired_time: 0.4776032865, propagate_forward_time: 20.2411193848, propagate_backward_time: 31.3711757660, weight_update_time: 0.1235271096, other_time: 2.3352985382
epoch time: 4.5421977043s, input_fired_time: 0.0580798686, output_fired_time: 0.0000000000, propagate_forward_time: 4.0663962364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177217484
validation[          , genome  2945] predictions:    9425/  10000 (94.25%), best:    9429/10000 (94.29%), error:      1989.63672, best error:      1935.21448 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.9667320251s, input_fired_time: 0.4676594436, output_fired_time: 0.4692681432, propagate_forward_time: 19.9579677582, propagate_backward_time: 30.7476367950, weight_update_time: 0.1233427078, other_time: 2.3242015839
epoch time: 4.4472098351s, input_fired_time: 0.0592435598, output_fired_time: 0.0000000000, propagate_forward_time: 3.9766654968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113006592
validation[          , genome  2945] predictions:    9419/  10000 (94.19%), best:    9429/10000 (94.29%), error:      1979.53784, best error:      1935.21448 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.3626937866s, input_fired_time: 0.4619305730, output_fired_time: 0.4627101719, propagate_forward_time: 19.7274665833, propagate_backward_time: 30.4226036072, weight_update_time: 0.1231775731, other_time: 2.2879829407
epoch time: 4.2725954056s, input_fired_time: 0.0566200763, output_fired_time: 0.0000000000, propagate_forward_time: 3.8118619919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041132927
validation[          , genome  2945] predictions:    9422/  10000 (94.22%), best:    9429/10000 (94.29%), error:      2007.84131, best error:      1935.21448 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.5770034790s, input_fired_time: 0.4754476845, output_fired_time: 0.4858066142, propagate_forward_time: 20.4885864258, propagate_backward_time: 31.7591743469, weight_update_time: 0.1271375865, other_time: 2.3679885864
epoch time: 4.4312720299s, input_fired_time: 0.0584916957, output_fired_time: 0.0000000000, propagate_forward_time: 3.9584908485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142894745
validation[          , genome  2945] predictions:    9423/  10000 (94.23%), best:    9429/10000 (94.29%), error:      2062.38135, best error:      1935.21448 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 55.7429618835s, input_fired_time: 0.4843676090, output_fired_time: 0.4859623611, propagate_forward_time: 20.5652542114, propagate_backward_time: 31.8271846771, weight_update_time: 0.1258082986, other_time: 2.3801937103
epoch time: 4.4925413132s, input_fired_time: 0.0582058541, output_fired_time: 0.0000000000, propagate_forward_time: 4.0198941231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144411087
validation[          , genome  2945] predictions:    9430/  10000 (94.30%), best:    9429/10000 (94.29%), error:      1962.90076, best error:      1935.21448 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.1726951599s, input_fired_time: 0.4753366709, output_fired_time: 0.4798277020, propagate_forward_time: 20.3262557983, propagate_backward_time: 31.5378704071, weight_update_time: 0.1247553602, other_time: 2.3534030914
epoch time: 4.5963482857s, input_fired_time: 0.0595623031, output_fired_time: 0.0000000000, propagate_forward_time: 4.1111612320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256248474
validation[          , genome  2945] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1906.27747, best error:      1906.27747 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.1073493958s, input_fired_time: 0.4693564773, output_fired_time: 0.4693880677, propagate_forward_time: 19.9338035583, propagate_backward_time: 30.9101390839, weight_update_time: 0.1236059144, other_time: 2.3246631622
epoch time: 4.5554704666s, input_fired_time: 0.0597751215, output_fired_time: 0.0000000000, propagate_forward_time: 4.0736179352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220771790
validation[          , genome  2945] predictions:    9429/  10000 (94.29%), best:    9459/10000 (94.59%), error:      1982.70923, best error:      1906.27747 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.0838813782s, input_fired_time: 0.4657545090, output_fired_time: 0.4671185315, propagate_forward_time: 19.8547668457, propagate_backward_time: 30.9743595123, weight_update_time: 0.1224577576, other_time: 2.3218822479
epoch time: 4.5339102745s, input_fired_time: 0.0587605573, output_fired_time: 0.0000000000, propagate_forward_time: 4.0541682243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209814072
validation[          , genome  2945] predictions:    9456/  10000 (94.56%), best:    9459/10000 (94.59%), error:      1918.04907, best error:      1906.27747 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.4071655273s, input_fired_time: 0.4742721319, output_fired_time: 0.4772332311, propagate_forward_time: 20.0334453583, propagate_backward_time: 31.0891151428, weight_update_time: 0.1235306859, other_time: 2.3330955505
epoch time: 4.5747566223s, input_fired_time: 0.0598788559, output_fired_time: 0.0000000000, propagate_forward_time: 4.0887022018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261755943
validation[          , genome  2945] predictions:    9428/  10000 (94.28%), best:    9459/10000 (94.59%), error:      1980.43018, best error:      1906.27747 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 55.2106552124s, input_fired_time: 0.4794012606, output_fired_time: 0.4789109230, propagate_forward_time: 20.3591861725, propagate_backward_time: 31.5364303589, weight_update_time: 0.1247958243, other_time: 2.3567276001
epoch time: 4.2911281586s, input_fired_time: 0.0552146733, output_fired_time: 0.0000000000, propagate_forward_time: 3.8438150883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920981884
validation[          , genome  2945] predictions:    9387/  10000 (93.87%), best:    9459/10000 (94.59%), error:      2014.53284, best error:      1906.27747 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.1054611206s, input_fired_time: 0.4779200554, output_fired_time: 0.4781038761, propagate_forward_time: 20.3018207550, propagate_backward_time: 31.5027484894, weight_update_time: 0.1248218119, other_time: 2.3448696136
epoch time: 4.6515741348s, input_fired_time: 0.0597501583, output_fired_time: 0.0000000000, propagate_forward_time: 4.1603732109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314508438
validation[          , genome  2945] predictions:    9439/  10000 (94.39%), best:    9459/10000 (94.59%), error:      1945.29907, best error:      1906.27747 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.6881332397s, input_fired_time: 0.4714803100, output_fired_time: 0.4738212824, propagate_forward_time: 20.1537704468, propagate_backward_time: 31.2567405701, weight_update_time: 0.1240533367, other_time: 2.3323211670
epoch time: 4.4931926727s, input_fired_time: 0.0592832230, output_fired_time: 0.0000000000, propagate_forward_time: 4.0158863068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180231094
validation[          , genome  2945] predictions:    9434/  10000 (94.34%), best:    9459/10000 (94.59%), error:      2017.57458, best error:      1906.27747 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.8695449829s, input_fired_time: 0.4717893302, output_fired_time: 0.4747651815, propagate_forward_time: 20.2727565765, propagate_backward_time: 31.3048439026, weight_update_time: 0.1253652573, other_time: 2.3453865051
epoch time: 4.0339255333s, input_fired_time: 0.0541711487, output_fired_time: 0.0000000000, propagate_forward_time: 3.5921719074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875825405
validation[          , genome  2945] predictions:    9456/  10000 (94.56%), best:    9456/10000 (94.56%), error:      1864.79993, best error:      1864.79993 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.4601974487s, input_fired_time: 0.4628095925, output_fired_time: 0.4648888707, propagate_forward_time: 19.6576900482, propagate_backward_time: 30.5727157593, weight_update_time: 0.1208902970, other_time: 2.3020935059
epoch time: 4.2161273956s, input_fired_time: 0.0567821898, output_fired_time: 0.0000000000, propagate_forward_time: 3.7612736225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980715275
validation[          , genome  2945] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1820.89563, best error:      1820.89563 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.5877380371s, input_fired_time: 0.4741320014, output_fired_time: 0.4698076844, propagate_forward_time: 20.1386489868, propagate_backward_time: 31.1729545593, weight_update_time: 0.1235854924, other_time: 2.3321952820
epoch time: 4.6277256012s, input_fired_time: 0.0623923168, output_fired_time: 0.0000000000, propagate_forward_time: 4.1358389854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294943810
validation[          , genome  2945] predictions:    9485/  10000 (94.85%), best:    9490/10000 (94.90%), error:      1834.38318, best error:      1820.89563 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.9040832520s, input_fired_time: 0.4817469120, output_fired_time: 0.4854636788, propagate_forward_time: 20.5613117218, propagate_backward_time: 32.0043144226, weight_update_time: 0.1264537424, other_time: 2.3712501526
epoch time: 4.4742035866s, input_fired_time: 0.0590227842, output_fired_time: 0.0000000000, propagate_forward_time: 3.9859948158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291858673
validation[          , genome  2945] predictions:    9422/  10000 (94.22%), best:    9490/10000 (94.90%), error:      1950.06995, best error:      1820.89563 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.7448158264s, input_fired_time: 0.4762260318, output_fired_time: 0.4733218253, propagate_forward_time: 20.1881599426, propagate_backward_time: 31.2703475952, weight_update_time: 0.1267551780, other_time: 2.3367614746
epoch time: 4.5814533234s, input_fired_time: 0.0599941239, output_fired_time: 0.0000000000, propagate_forward_time: 4.0997166634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217424393
validation[          , genome  2945] predictions:    9481/  10000 (94.81%), best:    9481/10000 (94.81%), error:      1795.81201, best error:      1795.81201 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.2946815491s, input_fired_time: 0.4799634814, output_fired_time: 0.4803529680, propagate_forward_time: 20.3691272736, propagate_backward_time: 31.5920639038, weight_update_time: 0.1235316321, other_time: 2.3731689453
epoch time: 4.6207966805s, input_fired_time: 0.0605818294, output_fired_time: 0.0000000000, propagate_forward_time: 4.1356830597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245319366
validation[          , genome  2945] predictions:    9475/  10000 (94.75%), best:    9481/10000 (94.81%), error:      1893.71619, best error:      1795.81201 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.8960494995s, input_fired_time: 0.4592403769, output_fired_time: 0.4618357718, propagate_forward_time: 19.4122104645, propagate_backward_time: 30.2918930054, weight_update_time: 0.1202172041, other_time: 2.2708740234
epoch time: 4.4325919151s, input_fired_time: 0.0593588948, output_fired_time: 0.0000000000, propagate_forward_time: 3.9609551430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122776985
validation[          , genome  2945] predictions:    9454/  10000 (94.54%), best:    9481/10000 (94.81%), error:      1888.16516, best error:      1795.81201 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.0188407898s, input_fired_time: 0.4554497898, output_fired_time: 0.4586896896, propagate_forward_time: 19.0900344849, propagate_backward_time: 29.7650527954, weight_update_time: 0.1178488284, other_time: 2.2496147156
epoch time: 4.5052037239s, input_fired_time: 0.0597956032, output_fired_time: 0.0000000000, propagate_forward_time: 4.0248527527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205555916
validation[          , genome  2945] predictions:    9498/  10000 (94.98%), best:    9498/10000 (94.98%), error:      1795.14307, best error:      1795.14307 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.1823577881s, input_fired_time: 0.4765248597, output_fired_time: 0.4815999866, propagate_forward_time: 20.3508453369, propagate_backward_time: 31.5307445526, weight_update_time: 0.1254160851, other_time: 2.3426418304
epoch time: 4.5095672607s, input_fired_time: 0.0609962344, output_fired_time: 0.0000000000, propagate_forward_time: 4.0207023621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278688431
validation[          , genome  2945] predictions:    9444/  10000 (94.44%), best:    9498/10000 (94.98%), error:      1948.87158, best error:      1795.14307 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.8264312744s, input_fired_time: 0.4709635079, output_fired_time: 0.4679335952, propagate_forward_time: 19.8280715942, propagate_backward_time: 30.7478656769, weight_update_time: 0.1221688390, other_time: 2.3115978241
epoch time: 4.5616912842s, input_fired_time: 0.0600675866, output_fired_time: 0.0000000000, propagate_forward_time: 4.0885343552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130892754
validation[          , genome  2945] predictions:    9475/  10000 (94.75%), best:    9498/10000 (94.98%), error:      1846.03027, best error:      1795.14307 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 54.4778175354s, input_fired_time: 0.4702478945, output_fired_time: 0.4714591503, propagate_forward_time: 20.0667381287, propagate_backward_time: 31.1480121613, weight_update_time: 0.1249081567, other_time: 2.3213596344
epoch time: 4.5005474091s, input_fired_time: 0.0595814884, output_fired_time: 0.0000000000, propagate_forward_time: 4.0215735435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193925858
validation[          , genome  2945] predictions:    9463/  10000 (94.63%), best:    9498/10000 (94.98%), error:      1875.70105, best error:      1795.14307 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 55.2509078979s, input_fired_time: 0.4771784544, output_fired_time: 0.4789761305, propagate_forward_time: 20.4117279053, propagate_backward_time: 31.5496826172, weight_update_time: 0.1250255704, other_time: 2.3333435059
epoch time: 4.4595088959s, input_fired_time: 0.0589546748, output_fired_time: 0.0000000000, propagate_forward_time: 3.9827761650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177780151
validation[          , genome  2945] predictions:    9379/  10000 (93.79%), best:    9498/10000 (94.98%), error:      2105.83521, best error:      1795.14307 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.2090950012s, input_fired_time: 0.4788115025, output_fired_time: 0.4708836675, propagate_forward_time: 19.9863510132, propagate_backward_time: 30.9494400024, weight_update_time: 0.1216110587, other_time: 2.3236083984
epoch time: 4.3666014671s, input_fired_time: 0.0591068864, output_fired_time: 0.0000000000, propagate_forward_time: 3.8992471695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082474709
validation[          , genome  2945] predictions:    9459/  10000 (94.59%), best:    9498/10000 (94.98%), error:      1926.77917, best error:      1795.14307 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.7238998413s, input_fired_time: 0.4738902450, output_fired_time: 0.4749129713, propagate_forward_time: 20.1649093628, propagate_backward_time: 31.2736511230, weight_update_time: 0.1252357960, other_time: 2.3365364075
epoch time: 4.6117129326s, input_fired_time: 0.0626060292, output_fired_time: 0.0000000000, propagate_forward_time: 4.1242752075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248318672
validation[          , genome  2945] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1784.71350, best error:      1784.71350 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 54.3851699829s, input_fired_time: 0.4721322060, output_fired_time: 0.4743354321, propagate_forward_time: 20.0222816467, propagate_backward_time: 31.0914344788, weight_update_time: 0.1224519014, other_time: 2.3249855042
epoch time: 4.5118856430s, input_fired_time: 0.0595734604, output_fired_time: 0.0000000000, propagate_forward_time: 4.0371460915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151659012
validation[          , genome  2945] predictions:    9433/  10000 (94.33%), best:    9510/10000 (95.10%), error:      1926.94861, best error:      1784.71350 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.5537948608s, input_fired_time: 0.4766152799, output_fired_time: 0.4743800759, propagate_forward_time: 20.0623130798, propagate_backward_time: 31.2240924835, weight_update_time: 0.1228784844, other_time: 2.3163928986
epoch time: 4.3873229027s, input_fired_time: 0.0590801761, output_fired_time: 0.0000000000, propagate_forward_time: 3.9105303288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177124500
validation[          , genome  2945] predictions:    9473/  10000 (94.73%), best:    9510/10000 (95.10%), error:      1856.81299, best error:      1784.71350 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.6439170837s, input_fired_time: 0.4609161913, output_fired_time: 0.4609492421, propagate_forward_time: 19.2597923279, propagate_backward_time: 30.1925373077, weight_update_time: 0.1196802109, other_time: 2.2697238922
epoch time: 3.9848046303s, input_fired_time: 0.0534299500, output_fired_time: 0.0000000000, propagate_forward_time: 3.5526511669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787236214
validation[          , genome  2945] predictions:    9489/  10000 (94.89%), best:    9510/10000 (95.10%), error:      1795.39258, best error:      1784.71350 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.1662902832s, input_fired_time: 0.4667744935, output_fired_time: 0.4616973996, propagate_forward_time: 19.5415573120, propagate_backward_time: 30.4175300598, weight_update_time: 0.1197626293, other_time: 2.2787322998
epoch time: 4.5842251778s, input_fired_time: 0.0609058999, output_fired_time: 0.0000000000, propagate_forward_time: 4.1021304131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211888313
validation[          , genome  2945] predictions:    9468/  10000 (94.68%), best:    9510/10000 (95.10%), error:      1834.79211, best error:      1784.71350 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 55.6896781921s, input_fired_time: 0.4854002893, output_fired_time: 0.4845623970, propagate_forward_time: 20.4908313751, propagate_backward_time: 31.8444881439, weight_update_time: 0.1268202215, other_time: 2.3843936920
epoch time: 4.5258502960s, input_fired_time: 0.0618572421, output_fired_time: 0.0000000000, propagate_forward_time: 4.0241165161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398765564
validation[          , genome  2945] predictions:    9498/  10000 (94.98%), best:    9510/10000 (95.10%), error:      1802.02820, best error:      1784.71350 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 55.1111335754s, input_fired_time: 0.4786310196, output_fired_time: 0.4784567058, propagate_forward_time: 20.3175773621, propagate_backward_time: 31.4766044617, weight_update_time: 0.1231927872, other_time: 2.3598632813
epoch time: 4.2308888435s, input_fired_time: 0.0561878495, output_fired_time: 0.0000000000, propagate_forward_time: 3.7722899914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024112225
validation[          , genome  2945] predictions:    9433/  10000 (94.33%), best:    9510/10000 (95.10%), error:      1987.51196, best error:      1784.71350 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.8797836304s, input_fired_time: 0.4770585895, output_fired_time: 0.4779236913, propagate_forward_time: 20.2407855988, propagate_backward_time: 31.3422775269, weight_update_time: 0.1235943884, other_time: 2.3417358398
epoch time: 4.3874349594s, input_fired_time: 0.0572843440, output_fired_time: 0.0000000000, propagate_forward_time: 3.9178411961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123094082
validation[          , genome  2945] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1774.26221, best error:      1774.26221 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.5591125488s, input_fired_time: 0.4786191285, output_fired_time: 0.4778385162, propagate_forward_time: 20.1546916962, propagate_backward_time: 31.1277809143, weight_update_time: 0.1214027256, other_time: 2.3201789856
epoch time: 4.4008154869s, input_fired_time: 0.0579231642, output_fired_time: 0.0000000000, propagate_forward_time: 3.9257218838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171702862
validation[          , genome  2945] predictions:    9472/  10000 (94.72%), best:    9502/10000 (95.02%), error:      1898.16931, best error:      1774.26221 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.5743522644s, input_fired_time: 0.4735195637, output_fired_time: 0.4715784192, propagate_forward_time: 20.1244773865, propagate_backward_time: 31.1835994720, weight_update_time: 0.1241480932, other_time: 2.3211803436
epoch time: 4.6975040436s, input_fired_time: 0.0622948632, output_fired_time: 0.0000000000, propagate_forward_time: 4.1994204521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357886314
validation[          , genome  2945] predictions:    9485/  10000 (94.85%), best:    9502/10000 (95.02%), error:      1796.98730, best error:      1774.26221 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.7530288696s, input_fired_time: 0.4836780429, output_fired_time: 0.4894529581, propagate_forward_time: 20.5236206055, propagate_backward_time: 31.8868503571, weight_update_time: 0.1262267828, other_time: 2.3694286346
epoch time: 4.4827346802s, input_fired_time: 0.0623282455, output_fired_time: 0.0000000000, propagate_forward_time: 3.9833538532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370524883
validation[          , genome  2945] predictions:    9497/  10000 (94.97%), best:    9502/10000 (95.02%), error:      1787.30444, best error:      1774.26221 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.9249649048s, input_fired_time: 0.4804654121, output_fired_time: 0.4749974012, propagate_forward_time: 20.2224369049, propagate_backward_time: 31.4031162262, weight_update_time: 0.1240413412, other_time: 2.3439464569
epoch time: 4.5692396164s, input_fired_time: 0.0605693273, output_fired_time: 0.0000000000, propagate_forward_time: 4.0825576782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261126518
validation[          , genome  2945] predictions:    9465/  10000 (94.65%), best:    9502/10000 (95.02%), error:      1864.31995, best error:      1774.26221 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.5408363342s, input_fired_time: 0.4796377420, output_fired_time: 0.4856503606, propagate_forward_time: 20.4774532318, propagate_backward_time: 31.7293567657, weight_update_time: 0.1252807379, other_time: 2.3687419891
epoch time: 4.6464319229s, input_fired_time: 0.0617847182, output_fired_time: 0.0000000000, propagate_forward_time: 4.1526250839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320220947
validation[          , genome  2945] predictions:    9475/  10000 (94.75%), best:    9502/10000 (95.02%), error:      1817.49829, best error:      1774.26221 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 55.2822227478s, input_fired_time: 0.4840154946, output_fired_time: 0.4800223112, propagate_forward_time: 20.3608570099, propagate_backward_time: 31.5958614349, weight_update_time: 0.1255861521, other_time: 2.3614673615
epoch time: 4.5138978958s, input_fired_time: 0.0609669089, output_fired_time: 0.0000000000, propagate_forward_time: 4.0338640213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190669060
validation[          , genome  2945] predictions:    9491/  10000 (94.91%), best:    9502/10000 (95.02%), error:      1794.95190, best error:      1774.26221 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.4561805725s, input_fired_time: 0.4726796746, output_fired_time: 0.4714758098, propagate_forward_time: 20.0729446411, propagate_backward_time: 31.1263179779, weight_update_time: 0.1243128851, other_time: 2.3127613068
epoch time: 4.4227318764s, input_fired_time: 0.0602576919, output_fired_time: 0.0000000000, propagate_forward_time: 3.9493010044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131729603
validation[          , genome  2945] predictions:    9473/  10000 (94.73%), best:    9502/10000 (95.02%), error:      1819.06030, best error:      1774.26221 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 55.3385086060s, input_fired_time: 0.4848346114, output_fired_time: 0.4835663140, propagate_forward_time: 20.3571739197, propagate_backward_time: 31.6475830078, weight_update_time: 0.1255064607, other_time: 2.3653526306
epoch time: 4.5020627975s, input_fired_time: 0.0592653751, output_fired_time: 0.0000000000, propagate_forward_time: 4.0271639824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156336784
validation[          , genome  2945] predictions:    9481/  10000 (94.81%), best:    9502/10000 (95.02%), error:      1796.51013, best error:      1774.26221 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.1949081421s, input_fired_time: 0.4777103662, output_fired_time: 0.4683535695, propagate_forward_time: 19.9725379944, propagate_backward_time: 30.9587993622, weight_update_time: 0.1239789501, other_time: 2.3175067902
epoch time: 4.6032881737s, input_fired_time: 0.0611391701, output_fired_time: 0.0000000000, propagate_forward_time: 4.1159920692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261569977
validation[          , genome  2945] predictions:    9494/  10000 (94.94%), best:    9502/10000 (95.02%), error:      1816.79468, best error:      1774.26221 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 55.0381202698s, input_fired_time: 0.4790116847, output_fired_time: 0.4755329490, propagate_forward_time: 20.2679805756, propagate_backward_time: 31.4787368774, weight_update_time: 0.1260202229, other_time: 2.3368606567
epoch time: 4.6596932411s, input_fired_time: 0.0623344742, output_fired_time: 0.0000000000, propagate_forward_time: 4.1731715202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241871834
validation[          , genome  2945] predictions:    9499/  10000 (94.99%), best:    9502/10000 (95.02%), error:      1799.55957, best error:      1774.26221 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 54.2356681824s, input_fired_time: 0.4764218032, output_fired_time: 0.4722276032, propagate_forward_time: 19.9573841095, propagate_backward_time: 31.0160160065, weight_update_time: 0.1235681027, other_time: 2.3136196136
epoch time: 4.5901956558s, input_fired_time: 0.0617268085, output_fired_time: 0.0000000000, propagate_forward_time: 4.0998883247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285807610
validation[          , genome  2945] predictions:    9483/  10000 (94.83%), best:    9502/10000 (95.02%), error:      1813.43604, best error:      1774.26221 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.1920623779s, input_fired_time: 0.4764232039, output_fired_time: 0.4741771221, propagate_forward_time: 19.9202098846, propagate_backward_time: 31.0012702942, weight_update_time: 0.1222783774, other_time: 2.3199806213
epoch time: 4.5892043114s, input_fired_time: 0.0634670183, output_fired_time: 0.0000000000, propagate_forward_time: 4.1053376198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203996658
validation[          , genome  2945] predictions:    9506/  10000 (95.06%), best:    9502/10000 (95.02%), error:      1789.60962, best error:      1774.26221 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.4388046265s, input_fired_time: 0.4644059837, output_fired_time: 0.4575525522, propagate_forward_time: 19.2819232941, propagate_backward_time: 29.9814052582, weight_update_time: 0.1183442771, other_time: 2.2535190582
epoch time: 4.6418061256s, input_fired_time: 0.0628255010, output_fired_time: 0.0000000000, propagate_forward_time: 4.1496295929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293508530
validation[          , genome  2945] predictions:    9495/  10000 (94.95%), best:    9502/10000 (95.02%), error:      1794.18054, best error:      1774.26221 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.4109230042s, input_fired_time: 0.4705956578, output_fired_time: 0.4639167190, propagate_forward_time: 19.6011619568, propagate_backward_time: 30.5664501190, weight_update_time: 0.1205617413, other_time: 2.3087978363
epoch time: 4.5057644844s, input_fired_time: 0.0605510846, output_fired_time: 0.0000000000, propagate_forward_time: 4.0315737724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136395454
validation[          , genome  2945] predictions:    9494/  10000 (94.94%), best:    9494/10000 (94.94%), error:      1742.32141, best error:      1742.32141 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.4519500732s, input_fired_time: 0.4811690748, output_fired_time: 0.4847756624, propagate_forward_time: 20.4652595520, propagate_backward_time: 31.6603221893, weight_update_time: 0.1270877421, other_time: 2.3604221344
epoch time: 4.5675163269s, input_fired_time: 0.0623198003, output_fired_time: 0.0000000000, propagate_forward_time: 4.0829339027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222626686
validation[          , genome  2945] predictions:    9504/  10000 (95.04%), best:    9494/10000 (94.94%), error:      1761.78882, best error:      1742.32141 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.7001609802s, input_fired_time: 0.4803306758, output_fired_time: 0.4753187299, propagate_forward_time: 20.2365303040, propagate_backward_time: 31.1823654175, weight_update_time: 0.1240911633, other_time: 2.3256149292
epoch time: 4.5890941620s, input_fired_time: 0.0612842739, output_fired_time: 0.0000000000, propagate_forward_time: 4.1071186066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206914902
validation[          , genome  2945] predictions:    9505/  10000 (95.05%), best:    9494/10000 (94.94%), error:      1753.72009, best error:      1742.32141 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.7438697815s, input_fired_time: 0.4791847765, output_fired_time: 0.4737114310, propagate_forward_time: 20.1917095184, propagate_backward_time: 31.2723693848, weight_update_time: 0.1236679032, other_time: 2.3268966675
epoch time: 4.6295027733s, input_fired_time: 0.0621194802, output_fired_time: 0.0000000000, propagate_forward_time: 4.1425685883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248147011
validation[          , genome  2945] predictions:    9476/  10000 (94.76%), best:    9494/10000 (94.94%), error:      1847.40088, best error:      1742.32141 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.5804481506s, input_fired_time: 0.4796651006, output_fired_time: 0.4760982394, propagate_forward_time: 20.0979213715, propagate_backward_time: 31.1810092926, weight_update_time: 0.1260023117, other_time: 2.3457546234
epoch time: 4.5323786736s, input_fired_time: 0.0614966378, output_fired_time: 0.0000000000, propagate_forward_time: 4.0557527542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151291847
validation[          , genome  2945] predictions:    9498/  10000 (94.98%), best:    9494/10000 (94.94%), error:      1756.60657, best error:      1742.32141 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.3083839417s, input_fired_time: 0.4857062399, output_fired_time: 0.4822893441, propagate_forward_time: 20.3942794800, propagate_backward_time: 31.6046581268, weight_update_time: 0.1259427071, other_time: 2.3414516449
epoch time: 4.6876020432s, input_fired_time: 0.0647264495, output_fired_time: 0.0000000000, propagate_forward_time: 4.1670913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557843208
validation[          , genome  2945] predictions:    9465/  10000 (94.65%), best:    9494/10000 (94.94%), error:      1871.03613, best error:      1742.32141 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 55.2093772888s, input_fired_time: 0.4824218452, output_fired_time: 0.4817599058, propagate_forward_time: 20.3187294006, propagate_backward_time: 31.5714492798, weight_update_time: 0.1249574125, other_time: 2.3550186157
epoch time: 4.5492620468s, input_fired_time: 0.0639260262, output_fired_time: 0.0000000000, propagate_forward_time: 4.0595064163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258294106
validation[          , genome  2945] predictions:    9502/  10000 (95.02%), best:    9494/10000 (94.94%), error:      1751.09717, best error:      1742.32141 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 54.8460159302s, input_fired_time: 0.4832272828, output_fired_time: 0.4728099406, propagate_forward_time: 20.1448707581, propagate_backward_time: 31.3933830261, weight_update_time: 0.1241361350, other_time: 2.3517265320
epoch time: 4.6819839478s, input_fired_time: 0.0625668839, output_fired_time: 0.0000000000, propagate_forward_time: 4.1926321983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267849922
validation[          , genome  2945] predictions:    9505/  10000 (95.05%), best:    9494/10000 (94.94%), error:      1788.45215, best error:      1742.32141 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 55.6056327820s, input_fired_time: 0.4865132868, output_fired_time: 0.4827351272, propagate_forward_time: 20.4621543884, propagate_backward_time: 31.8131752014, weight_update_time: 0.1268232614, other_time: 2.3610534668
epoch time: 4.5806994438s, input_fired_time: 0.0617240965, output_fired_time: 0.0000000000, propagate_forward_time: 4.0966973305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222779274
validation[          , genome  2945] predictions:    9453/  10000 (94.53%), best:    9494/10000 (94.94%), error:      1875.76868, best error:      1742.32141 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.8428878784s, input_fired_time: 0.4848532081, output_fired_time: 0.4764403403, propagate_forward_time: 20.1602191925, propagate_backward_time: 31.3722305298, weight_update_time: 0.1250835210, other_time: 2.3491439819
epoch time: 4.3929677010s, input_fired_time: 0.0598111935, output_fired_time: 0.0000000000, propagate_forward_time: 3.9166634083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164931774
validation[          , genome  2945] predictions:    9488/  10000 (94.88%), best:    9494/10000 (94.94%), error:      1786.09290, best error:      1742.32141 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 55.2541885376s, input_fired_time: 0.4860802889, output_fired_time: 0.4826703072, propagate_forward_time: 20.3699150085, propagate_backward_time: 31.5725078583, weight_update_time: 0.1225380227, other_time: 2.3430156708
epoch time: 4.6757240295s, input_fired_time: 0.0628264025, output_fired_time: 0.0000000000, propagate_forward_time: 4.1867709160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261264801
validation[          , genome  2945] predictions:    9485/  10000 (94.85%), best:    9494/10000 (94.94%), error:      1775.20898, best error:      1742.32141 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.1754493713s, input_fired_time: 0.4901731610, output_fired_time: 0.4798529446, propagate_forward_time: 20.3255596161, propagate_backward_time: 31.5338745117, weight_update_time: 0.1250385195, other_time: 2.3459854126
epoch time: 4.4298672676s, input_fired_time: 0.0626732558, output_fired_time: 0.0000000000, propagate_forward_time: 3.9328057766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343883991
validation[          , genome  2945] predictions:    9485/  10000 (94.85%), best:    9494/10000 (94.94%), error:      1790.82520, best error:      1742.32141 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 55.0997276306s, input_fired_time: 0.4897014499, output_fired_time: 0.4823456407, propagate_forward_time: 20.2920074463, propagate_backward_time: 31.4913635254, weight_update_time: 0.1229073703, other_time: 2.3443107605
epoch time: 4.5361266136s, input_fired_time: 0.0612704903, output_fired_time: 0.0000000000, propagate_forward_time: 4.0459403992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289155006
validation[          , genome  2945] predictions:    9465/  10000 (94.65%), best:    9494/10000 (94.94%), error:      1867.22815, best error:      1742.32141 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 55.0743637085s, input_fired_time: 0.4835048318, output_fired_time: 0.4772896469, propagate_forward_time: 20.2917480469, propagate_backward_time: 31.4695663452, weight_update_time: 0.1264404804, other_time: 2.3522529602
epoch time: 4.5140562057s, input_fired_time: 0.0614913069, output_fired_time: 0.0000000000, propagate_forward_time: 4.0313768387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211878777
validation[          , genome  2945] predictions:    9504/  10000 (95.04%), best:    9494/10000 (94.94%), error:      1785.22278, best error:      1742.32141 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 55.2523994446s, input_fired_time: 0.4884612262, output_fired_time: 0.4802241325, propagate_forward_time: 20.3940811157, propagate_backward_time: 31.5354671478, weight_update_time: 0.1239759028, other_time: 2.3541660309
epoch time: 4.5928211212s, input_fired_time: 0.0634265170, output_fired_time: 0.0000000000, propagate_forward_time: 4.1120414734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173531532
validation[          , genome  2945] predictions:    9487/  10000 (94.87%), best:    9494/10000 (94.94%), error:      1841.82520, best error:      1742.32141 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.4681549072s, input_fired_time: 0.4873228371, output_fired_time: 0.4704919159, propagate_forward_time: 20.0816726685, propagate_backward_time: 31.0914306641, weight_update_time: 0.1228496581, other_time: 2.3372344971
epoch time: 4.3078942299s, input_fired_time: 0.0586261079, output_fired_time: 0.0000000000, propagate_forward_time: 3.8431463242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061217308
validation[          , genome  2945] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1737.43909, best error:      1737.43909 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.2406921387s, input_fired_time: 0.4868684709, output_fired_time: 0.4857679605, propagate_forward_time: 20.3108501434, propagate_backward_time: 31.6037044525, weight_update_time: 0.1243436709, other_time: 2.3535022736
epoch time: 4.4416332245s, input_fired_time: 0.0608101748, output_fired_time: 0.0000000000, propagate_forward_time: 3.9689702988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118528366
validation[          , genome  2945] predictions:    9479/  10000 (94.79%), best:    9505/10000 (95.05%), error:      1806.05103, best error:      1737.43909 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 55.3330154419s, input_fired_time: 0.4899277091, output_fired_time: 0.4806925654, propagate_forward_time: 20.4432468414, propagate_backward_time: 31.5713367462, weight_update_time: 0.1247780472, other_time: 2.3478069305
epoch time: 4.5847411156s, input_fired_time: 0.0631460473, output_fired_time: 0.0000000000, propagate_forward_time: 4.0983600616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232349396
validation[          , genome  2945] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1751.58398, best error:      1737.43909 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.1046676636s, input_fired_time: 0.4910980463, output_fired_time: 0.4807563126, propagate_forward_time: 20.3631744385, propagate_backward_time: 31.4069652557, weight_update_time: 0.1262058914, other_time: 2.3626766205
epoch time: 4.4728975296s, input_fired_time: 0.0613226108, output_fired_time: 0.0000000000, propagate_forward_time: 4.0016040802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099707603
validation[          , genome  2945] predictions:    9480/  10000 (94.80%), best:    9505/10000 (95.05%), error:      1785.12500, best error:      1737.43909 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 55.4302101135s, input_fired_time: 0.4859432280, output_fired_time: 0.4812011719, propagate_forward_time: 20.4194774628, propagate_backward_time: 31.6823005676, weight_update_time: 0.1243823171, other_time: 2.3612861633
epoch time: 4.5687761307s, input_fired_time: 0.0631304458, output_fired_time: 0.0000000000, propagate_forward_time: 4.0729823112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326634407
validation[          , genome  2945] predictions:    9482/  10000 (94.82%), best:    9505/10000 (95.05%), error:      1781.27649, best error:      1737.43909 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 54.6180572510s, input_fired_time: 0.4874800444, output_fired_time: 0.4803804755, propagate_forward_time: 20.1117534637, propagate_backward_time: 31.2119464874, weight_update_time: 0.1241606697, other_time: 2.3264980316
epoch time: 4.2472572327s, input_fired_time: 0.0589782335, output_fired_time: 0.0000000000, propagate_forward_time: 3.7792925835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089865685
validation[          , genome  2945] predictions:    9478/  10000 (94.78%), best:    9505/10000 (95.05%), error:      1808.48096, best error:      1737.43909 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.2155075073s, input_fired_time: 0.4711211324, output_fired_time: 0.4554413259, propagate_forward_time: 19.1394424438, propagate_backward_time: 29.8811130524, weight_update_time: 0.1192551255, other_time: 2.2683887482
epoch time: 4.3992457390s, input_fired_time: 0.0595761538, output_fired_time: 0.0000000000, propagate_forward_time: 3.9187345505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209351540
validation[          , genome  2945] predictions:    9492/  10000 (94.92%), best:    9505/10000 (95.05%), error:      1773.64258, best error:      1737.43909 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.4931869507s, input_fired_time: 0.4849334061, output_fired_time: 0.4746792316, propagate_forward_time: 20.0792465210, propagate_backward_time: 31.1301803589, weight_update_time: 0.1232617497, other_time: 2.3241500854
epoch time: 4.4197635651s, input_fired_time: 0.0610608011, output_fired_time: 0.0000000000, propagate_forward_time: 3.9522521496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064505100
validation[          , genome  2945] predictions:    9504/  10000 (95.04%), best:    9505/10000 (95.05%), error:      1752.00574, best error:      1737.43909 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 54.5030250549s, input_fired_time: 0.4839651883, output_fired_time: 0.4762173891, propagate_forward_time: 19.9819679260, propagate_backward_time: 31.2175292969, weight_update_time: 0.1256346703, other_time: 2.3433418274
epoch time: 4.3223037720s, input_fired_time: 0.0611654185, output_fired_time: 0.0000000000, propagate_forward_time: 3.8441848755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169535637
validation[          , genome  2945] predictions:    9495/  10000 (94.95%), best:    9505/10000 (95.05%), error:      1826.95032, best error:      1737.43909 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 55.0374794006s, input_fired_time: 0.4888108075, output_fired_time: 0.4781897068, propagate_forward_time: 20.2901782990, propagate_backward_time: 31.4378719330, weight_update_time: 0.1255807728, other_time: 2.3424243927
epoch time: 4.5236325264s, input_fired_time: 0.0616542250, output_fired_time: 0.0000000000, propagate_forward_time: 4.0427374840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192409515
validation[          , genome  2945] predictions:    9497/  10000 (94.97%), best:    9505/10000 (95.05%), error:      1772.46277, best error:      1737.43909 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.9934730530s, input_fired_time: 0.4863035381, output_fired_time: 0.4807765484, propagate_forward_time: 20.2002773285, propagate_backward_time: 31.4871082306, weight_update_time: 0.1247869879, other_time: 2.3390026093
epoch time: 4.5715804100s, input_fired_time: 0.0623518489, output_fired_time: 0.0000000000, propagate_forward_time: 4.0806150436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286136627
validation[          , genome  2945] predictions:    9492/  10000 (94.92%), best:    9505/10000 (95.05%), error:      1764.74817, best error:      1737.43909 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 55.2646980286s, input_fired_time: 0.4898434877, output_fired_time: 0.4826645851, propagate_forward_time: 20.3755779266, propagate_backward_time: 31.5760803223, weight_update_time: 0.1236900389, other_time: 2.3405303955
epoch time: 4.5420155525s, input_fired_time: 0.0624466687, output_fired_time: 0.0000000000, propagate_forward_time: 4.0504274368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291415215
validation[          , genome  2945] predictions:    9492/  10000 (94.92%), best:    9505/10000 (95.05%), error:      1752.12524, best error:      1737.43909 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.8899726868s, input_fired_time: 0.4830965698, output_fired_time: 0.4718713760, propagate_forward_time: 19.7583808899, propagate_backward_time: 30.8507061005, weight_update_time: 0.1220891774, other_time: 2.3259181976
epoch time: 4.4851226807s, input_fired_time: 0.0628976300, output_fired_time: 0.0000000000, propagate_forward_time: 3.9741814137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480435848
validation[          , genome  2945] predictions:    9484/  10000 (94.84%), best:    9505/10000 (95.05%), error:      1790.43140, best error:      1737.43909 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.1750679016s, input_fired_time: 0.4883070886, output_fired_time: 0.4779877663, propagate_forward_time: 20.3110599518, propagate_backward_time: 31.5484638214, weight_update_time: 0.1251631528, other_time: 2.3492488861
epoch time: 4.5248064995s, input_fired_time: 0.0617080964, output_fired_time: 0.0000000000, propagate_forward_time: 4.0510373116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120612144
validation[          , genome  2945] predictions:    9498/  10000 (94.98%), best:    9505/10000 (95.05%), error:      1772.06555, best error:      1737.43909 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 54.1690330505s, input_fired_time: 0.4838765264, output_fired_time: 0.4707242548, propagate_forward_time: 19.9165382385, propagate_backward_time: 30.9742088318, weight_update_time: 0.1230484769, other_time: 2.3236846924
epoch time: 4.5185723305s, input_fired_time: 0.0627110600, output_fired_time: 0.0000000000, propagate_forward_time: 4.0367145538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191465378
validation[          , genome  2945] predictions:    9496/  10000 (94.96%), best:    9505/10000 (95.05%), error:      1757.13232, best error:      1737.43909 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 54.6929016113s, input_fired_time: 0.4856100082, output_fired_time: 0.4761312902, propagate_forward_time: 20.1786842346, propagate_backward_time: 31.2169208527, weight_update_time: 0.1233151183, other_time: 2.3355541229
epoch time: 4.3811764717s, input_fired_time: 0.0604491159, output_fired_time: 0.0000000000, propagate_forward_time: 3.9073641300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133632183
validation[          , genome  2945] predictions:    9507/  10000 (95.07%), best:    9505/10000 (95.05%), error:      1756.65015, best error:      1737.43909 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 54.0829544067s, input_fired_time: 0.4849085510, output_fired_time: 0.4706897736, propagate_forward_time: 19.8941268921, propagate_backward_time: 30.9088420868, weight_update_time: 0.1219289377, other_time: 2.3243885040
epoch time: 4.5931377411s, input_fired_time: 0.0636188462, output_fired_time: 0.0000000000, propagate_forward_time: 4.1076693535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218497276
validation[          , genome  2945] predictions:    9472/  10000 (94.72%), best:    9505/10000 (95.05%), error:      1811.42395, best error:      1737.43909 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 54.1095237732s, input_fired_time: 0.4839197993, output_fired_time: 0.4723172784, propagate_forward_time: 19.9017639160, propagate_backward_time: 30.9479656219, weight_update_time: 0.1238947883, other_time: 2.3035564423
epoch time: 4.5602121353s, input_fired_time: 0.0621194355, output_fired_time: 0.0000000000, propagate_forward_time: 4.0706448555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274477959
validation[          , genome  2945] predictions:    9496/  10000 (94.96%), best:    9505/10000 (95.05%), error:      1741.76526, best error:      1737.43909 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.1993217468s, input_fired_time: 0.4875691235, output_fired_time: 0.4736306071, propagate_forward_time: 19.9327602386, propagate_backward_time: 30.9825000763, weight_update_time: 0.1236299947, other_time: 2.3228664398
epoch time: 4.5960788727s, input_fired_time: 0.0621755272, output_fired_time: 0.0000000000, propagate_forward_time: 4.1127815247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211215973
validation[          , genome  2945] predictions:    9496/  10000 (94.96%), best:    9505/10000 (95.05%), error:      1761.07422, best error:      1737.43909 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 55.1544036865s, input_fired_time: 0.4918086827, output_fired_time: 0.4783030748, propagate_forward_time: 20.2721271515, propagate_backward_time: 31.5726776123, weight_update_time: 0.1242638975, other_time: 2.3394851685
epoch time: 4.4221763611s, input_fired_time: 0.0616831742, output_fired_time: 0.0000000000, propagate_forward_time: 3.9370882511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234049320
validation[          , genome  2945] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1736.48376, best error:      1736.48376 on epoch:   100, 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: 22.7182369232s, input_fired_time: 0.3176694512, output_fired_time: 0.0000000000, propagate_forward_time: 20.2202720642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1802959442
best training[          , genome  2945] predictions:   48207/  50000 (96.41%), best:    9506/10000 (95.06%), error:      6590.41260, best error:      1736.48376 on epoch:   100, 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: 4.6260318756s, input_fired_time: 0.0635872334, output_fired_time: 0.0000000000, propagate_forward_time: 4.1432948112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191498756
   testing[          , genome  2945] predictions:    9553/  10000 (95.53%), best:    9506/10000 (95.06%), error:      1609.86597, best error:      1736.48376 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:10:22 (7128): called boinc_finish(0)

</stderr_txt>
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