Nameexact_genome_1534504202_163_11131_2
Workunit3921276
Created22 Aug 2018, 21:52:43 UTC
Sent23 Aug 2018, 0:29:07 UTC
Report deadline12 Mar 2019, 18:29:57 UTC
Received30 Aug 2018, 7:22:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time2 days 9 hours 48 min 23 sec
CPU time2 days 9 hours 48 min 4 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.83 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size607.28 MB
Peak swap size626.92 MB
Peak disk usage16.51 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6%), error:     10248.33203, best error:     10248.33203 on epoch:    15, epoch:   15/100, mu: 0.7777360082, learning_rate: 0.0005215839, weight_decay: 0.0001987603

epoch time: 1884.7288818359s, input_fired_time: 36.2890319824, output_fired_time: 14.3213233948, propagate_forward_time: 671.0746459961, propagate_backward_time: 1146.1697998047, weight_update_time: 0.4260852933, other_time: 16.8741455078
epoch time: 139.7456817627s, input_fired_time: 2.0555105209, output_fired_time: 0.0000000000, propagate_forward_time: 134.6953887939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9947814941
validation[          , genome 11131] predictions:    6471/  10000 (64.71%), best:    6471/10000 (64.71%), error:     10151.39258, best error:     10151.39258 on epoch:    16, epoch:   16/100, mu: 0.7897578478, learning_rate: 0.0004867425, weight_decay: 0.0001877207

epoch time: 1885.0994873047s, input_fired_time: 36.3314323425, output_fired_time: 14.3433752060, propagate_forward_time: 671.0805664063, propagate_backward_time: 1146.4505615234, weight_update_time: 0.4251553416, other_time: 16.8935546875
epoch time: 140.0709075928s, input_fired_time: 2.0566968918, output_fired_time: 0.0000000000, propagate_forward_time: 134.9947814941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0194244385
validation[          , genome 11131] predictions:    6499/  10000 (64.99%), best:    6471/10000 (64.71%), error:     10180.08105, best error:     10151.39258 on epoch:    16, epoch:   17/100, mu: 0.8010988235, learning_rate: 0.0004542284, weight_decay: 0.0001772943

epoch time: 1885.1185302734s, input_fired_time: 36.3645248413, output_fired_time: 14.3439264297, propagate_forward_time: 670.5453491211, propagate_backward_time: 1146.9443359375, weight_update_time: 0.4244785011, other_time: 16.9204101563
epoch time: 139.7984466553s, input_fired_time: 2.0597250462, output_fired_time: 0.0000000000, propagate_forward_time: 134.7312622070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0074615479
validation[          , genome 11131] predictions:    6355/  10000 (63.55%), best:    6471/10000 (64.71%), error:     10404.06152, best error:     10151.39258 on epoch:    16, epoch:   18/100, mu: 0.8117974997, learning_rate: 0.0004238863, weight_decay: 0.0001674471

epoch time: 1888.2435302734s, input_fired_time: 36.3797149658, output_fired_time: 14.3784322739, propagate_forward_time: 672.0152587891, propagate_backward_time: 1148.5538330078, weight_update_time: 0.4264542758, other_time: 16.9162597656
epoch time: 140.3012237549s, input_fired_time: 2.0613276958, output_fired_time: 0.0000000000, propagate_forward_time: 135.2229766846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0169219971
validation[          , genome 11131] predictions:    6511/  10000 (65.11%), best:    6511/10000 (65.11%), error:     10037.44434, best error:     10037.44434 on epoch:    19, epoch:   19/100, mu: 0.8218902349, learning_rate: 0.0003955710, weight_decay: 0.0001581467

epoch time: 1888.4523925781s, input_fired_time: 36.4099311829, output_fired_time: 14.3774518967, propagate_forward_time: 672.1659545898, propagate_backward_time: 1148.6378173828, weight_update_time: 0.4246177971, other_time: 16.8612060547
epoch time: 140.3327636719s, input_fired_time: 2.0829722881, output_fired_time: 0.0000000000, propagate_forward_time: 135.2101898193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0395965576
validation[          , genome 11131] predictions:    6570/  10000 (65.70%), best:    6570/10000 (65.70%), error:      9969.45215, best error:      9969.45215 on epoch:    20, epoch:   20/100, mu: 0.8314113617, learning_rate: 0.0003691471, weight_decay: 0.0001493629

epoch time: 1886.2448730469s, input_fired_time: 36.3907356262, output_fired_time: 14.3756141663, propagate_forward_time: 671.1705322266, propagate_backward_time: 1147.3642578125, weight_update_time: 0.4254076183, other_time: 16.9437255859
epoch time: 140.2452392578s, input_fired_time: 2.0711743832, output_fired_time: 0.0000000000, propagate_forward_time: 135.1141967773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0598754883
validation[          , genome 11131] predictions:    6387/  10000 (63.87%), best:    6570/10000 (65.70%), error:     10559.85059, best error:      9969.45215 on epoch:    20, epoch:   21/100, mu: 0.8403932452, learning_rate: 0.0003444884, weight_decay: 0.0001410670

epoch time: 1889.3011474609s, input_fired_time: 36.4440612793, output_fired_time: 14.3739843369, propagate_forward_time: 672.4716186523, propagate_backward_time: 1149.0798339844, weight_update_time: 0.4259391427, other_time: 16.9316406250
epoch time: 140.0357818604s, input_fired_time: 2.0663971901, output_fired_time: 0.0000000000, propagate_forward_time: 134.9353942871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0339965820
validation[          , genome 11131] predictions:    6472/  10000 (64.72%), best:    6570/10000 (65.70%), error:     10154.27051, best error:      9969.45215 on epoch:    20, epoch:   22/100, mu: 0.8488664031, learning_rate: 0.0003214768, weight_decay: 0.0001332319

epoch time: 1890.4796142578s, input_fired_time: 36.4414367676, output_fired_time: 14.3842153549, propagate_forward_time: 672.8869628906, propagate_backward_time: 1149.8281250000, weight_update_time: 0.4253512025, other_time: 16.9389648438
epoch time: 140.1770477295s, input_fired_time: 2.0799419880, output_fired_time: 0.0000000000, propagate_forward_time: 135.0781250000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0189819336
validation[          , genome 11131] predictions:    6603/  10000 (66.03%), best:    6603/10000 (66.03%), error:      9903.56543, best error:      9903.56543 on epoch:    23, epoch:   23/100, mu: 0.8568596840, learning_rate: 0.0003000024, weight_decay: 0.0001258319

epoch time: 1885.7611083984s, input_fired_time: 36.4539871216, output_fired_time: 14.3990545273, propagate_forward_time: 671.9193115234, propagate_backward_time: 1146.1191406250, weight_update_time: 0.4246007204, other_time: 16.8696289063
epoch time: 140.3862304688s, input_fired_time: 2.0791044235, output_fired_time: 0.0000000000, propagate_forward_time: 135.3089294434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9981994629
validation[          , genome 11131] predictions:    6556/  10000 (65.56%), best:    6603/10000 (66.03%), error:     10034.01367, best error:      9903.56543 on epoch:    23, epoch:   24/100, mu: 0.8644002676, learning_rate: 0.0002799624, weight_decay: 0.0001188429

epoch time: 1887.9790039063s, input_fired_time: 36.4660301208, output_fired_time: 14.4118127823, propagate_forward_time: 671.7368774414, propagate_backward_time: 1148.4520263672, weight_update_time: 0.4255367517, other_time: 16.9122314453
epoch time: 140.5421600342s, input_fired_time: 2.0993111134, output_fired_time: 0.0000000000, propagate_forward_time: 135.4242553711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0186004639
validation[          , genome 11131] predictions:    6587/  10000 (65.87%), best:    6587/10000 (65.87%), error:      9821.08203, best error:      9821.08203 on epoch:    25, epoch:   25/100, mu: 0.8715137839, learning_rate: 0.0002612612, weight_decay: 0.0001122422

epoch time: 1886.5344238281s, input_fired_time: 36.4858016968, output_fired_time: 14.3635787964, propagate_forward_time: 671.9106445313, propagate_backward_time: 1146.8591308594, weight_update_time: 0.4263673425, other_time: 16.9152832031
epoch time: 140.7808837891s, input_fired_time: 2.0929610729, output_fired_time: 0.0000000000, propagate_forward_time: 135.6680297852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0198974609
validation[          , genome 11131] predictions:    6601/  10000 (66.01%), best:    6601/10000 (66.01%), error:      9811.20801, best error:      9811.20801 on epoch:    26, epoch:   26/100, mu: 0.8782244325, learning_rate: 0.0002438091, weight_decay: 0.0001060080

epoch time: 1918.2576904297s, input_fired_time: 36.6545066833, output_fired_time: 14.5552721024, propagate_forward_time: 685.3487548828, propagate_backward_time: 1164.6278076172, weight_update_time: 0.4322144687, other_time: 17.0712890625
epoch time: 156.4860534668s, input_fired_time: 2.2627987862, output_fired_time: 0.0000000000, propagate_forward_time: 151.0425720215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1806793213
validation[          , genome 11131] predictions:    6648/  10000 (66.48%), best:    6648/10000 (66.48%), error:      9721.01563, best error:      9721.01563 on epoch:    27, epoch:   27/100, mu: 0.8845549822, learning_rate: 0.0002275228, weight_decay: 0.0001001201

epoch time: 2012.5666503906s, input_fired_time: 37.1202087402, output_fired_time: 15.1288757324, propagate_forward_time: 723.2980957031, propagate_backward_time: 1219.6175537109, weight_update_time: 0.4442010522, other_time: 17.4018554688
epoch time: 155.8374023438s, input_fired_time: 2.2417266369, output_fired_time: 0.0000000000, propagate_forward_time: 150.4522705078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1434020996
validation[          , genome 11131] predictions:    6522/  10000 (65.22%), best:    6648/10000 (66.48%), error:     10066.80664, best error:      9721.01563 on epoch:    27, epoch:   28/100, mu: 0.8905270100, learning_rate: 0.0002123245, weight_decay: 0.0000945592

epoch time: 2011.5400390625s, input_fired_time: 37.1499557495, output_fired_time: 15.1755733490, propagate_forward_time: 722.2522583008, propagate_backward_time: 1219.5557861328, weight_update_time: 0.4456458986, other_time: 17.4066162109
epoch time: 140.1765899658s, input_fired_time: 2.1073155403, output_fired_time: 0.0000000000, propagate_forward_time: 135.0439453125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0253295898
validation[          , genome 11131] predictions:    6667/  10000 (66.67%), best:    6667/10000 (66.67%), error:      9640.54395, best error:      9640.54395 on epoch:    29, epoch:   29/100, mu: 0.8961607814, learning_rate: 0.0001981414, weight_decay: 0.0000893072

epoch time: 2010.4812011719s, input_fired_time: 37.1639404297, output_fired_time: 15.1642351151, propagate_forward_time: 721.9046020508, propagate_backward_time: 1218.9334716797, weight_update_time: 0.4438534379, other_time: 17.3150634766
epoch time: 140.2126464844s, input_fired_time: 2.0989694595, output_fired_time: 0.0000000000, propagate_forward_time: 135.0972595215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0164184570
validation[          , genome 11131] predictions:    6674/  10000 (66.74%), best:    6674/10000 (66.74%), error:      9555.60840, best error:      9555.60840 on epoch:    30, epoch:   30/100, mu: 0.9014754891, learning_rate: 0.0001849057, weight_decay: 0.0000843469

epoch time: 2052.0556640625s, input_fired_time: 37.3531761169, output_fired_time: 15.4063711166, propagate_forward_time: 736.9723510742, propagate_backward_time: 1244.7871093750, weight_update_time: 0.4524331093, other_time: 17.5366210938
epoch time: 143.2739715576s, input_fired_time: 2.1431899071, output_fired_time: 0.0000000000, propagate_forward_time: 138.0760955811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0546875000
validation[          , genome 11131] predictions:    6802/  10000 (68.02%), best:    6802/10000 (68.02%), error:      9406.05273, best error:      9406.05273 on epoch:    31, epoch:   31/100, mu: 0.9064891934, learning_rate: 0.0001725541, weight_decay: 0.0000796621

epoch time: 2200.5659179688s, input_fired_time: 38.1548309326, output_fired_time: 16.2544975281, propagate_forward_time: 804.5172729492, propagate_backward_time: 1323.5413818359, weight_update_time: 0.4780391157, other_time: 18.0980224609
epoch time: 197.7804870605s, input_fired_time: 2.6839675903, output_fired_time: 0.0000000000, propagate_forward_time: 191.5764312744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5200958252
validation[          , genome 11131] predictions:    6742/  10000 (67.42%), best:    6802/10000 (68.02%), error:      9450.26270, best error:      9406.05273 on epoch:    31, epoch:   32/100, mu: 0.9112189412, learning_rate: 0.0001610276, weight_decay: 0.0000752375

epoch time: 2042.7446289063s, input_fired_time: 37.3747329712, output_fired_time: 15.3276987076, propagate_forward_time: 736.0417480469, propagate_backward_time: 1236.5009765625, weight_update_time: 0.4511345327, other_time: 17.4993896484
epoch time: 182.4771423340s, input_fired_time: 2.5234978199, output_fired_time: 0.0000000000, propagate_forward_time: 176.5714263916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3822174072
validation[          , genome 11131] predictions:    6692/  10000 (66.92%), best:    6802/10000 (68.02%), error:      9524.81738, best error:      9406.05273 on epoch:    31, epoch:   33/100, mu: 0.9156808257, learning_rate: 0.0001502711, weight_decay: 0.0000710587

epoch time: 2124.9663085938s, input_fired_time: 37.7783851624, output_fired_time: 15.7789192200, propagate_forward_time: 771.9952392578, propagate_backward_time: 1281.5601806641, weight_update_time: 0.4662689269, other_time: 17.8537597656
epoch time: 146.0786437988s, input_fired_time: 2.1799376011, output_fired_time: 0.0000000000, propagate_forward_time: 140.8189086914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0798034668
validation[          , genome 11131] predictions:    6698/  10000 (66.98%), best:    6802/10000 (68.02%), error:      9478.84668, best error:      9406.05273 on epoch:    31, epoch:   34/100, mu: 0.9198899865, learning_rate: 0.0001402331, weight_decay: 0.0000671120

epoch time: 1970.7507324219s, input_fired_time: 37.0316886902, output_fired_time: 14.9207916260, propagate_forward_time: 706.8020629883, propagate_backward_time: 1194.7283935547, weight_update_time: 0.4404745400, other_time: 17.2677001953
epoch time: 139.8114929199s, input_fired_time: 2.1079912186, output_fired_time: 0.0000000000, propagate_forward_time: 134.6984863281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0050201416
validation[          , genome 11131] predictions:    6772/  10000 (67.72%), best:    6802/10000 (68.02%), error:      9427.65137, best error:      9406.05273 on epoch:    31, epoch:   35/100, mu: 0.9238607883, learning_rate: 0.0001308656, weight_decay: 0.0000633844

epoch time: 1887.0661621094s, input_fired_time: 36.6484832764, output_fired_time: 14.4131355286, propagate_forward_time: 671.5267333984, propagate_backward_time: 1147.5316162109, weight_update_time: 0.4269074202, other_time: 16.9462890625
epoch time: 140.2879333496s, input_fired_time: 2.1249225140, output_fired_time: 0.0000000000, propagate_forward_time: 135.1630096436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0000000000
validation[          , genome 11131] predictions:    6781/  10000 (67.81%), best:    6781/10000 (67.81%), error:      9367.13965, best error:      9367.13965 on epoch:    36, epoch:   36/100, mu: 0.9276067019, learning_rate: 0.0001221239, weight_decay: 0.0000598639

epoch time: 1889.7182617188s, input_fired_time: 36.6975059509, output_fired_time: 14.4144735336, propagate_forward_time: 673.4276123047, propagate_backward_time: 1148.2109375000, weight_update_time: 0.4284862876, other_time: 16.9677734375
epoch time: 140.7359924316s, input_fired_time: 2.1173436642, output_fired_time: 0.0000000000, propagate_forward_time: 135.6017456055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0169067383
validation[          , genome 11131] predictions:    6702/  10000 (67.02%), best:    6781/10000 (67.81%), error:      9402.45996, best error:      9367.13965 on epoch:    36, epoch:   37/100, mu: 0.9311404228, learning_rate: 0.0001139661, weight_decay: 0.0000565390

epoch time: 1885.4572753906s, input_fired_time: 36.6831932068, output_fired_time: 14.4128255844, propagate_forward_time: 670.5311279297, propagate_backward_time: 1146.8936767578, weight_update_time: 0.4276126027, other_time: 16.9364013672
epoch time: 140.5042724609s, input_fired_time: 2.1310713291, output_fired_time: 0.0000000000, propagate_forward_time: 135.3513336182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0218658447
validation[          , genome 11131] predictions:    6703/  10000 (67.03%), best:    6781/10000 (67.81%), error:      9462.30957, best error:      9367.13965 on epoch:    36, epoch:   38/100, mu: 0.9344739914, learning_rate: 0.0001063532, weight_decay: 0.0000533987

epoch time: 1885.8675537109s, input_fired_time: 36.7277641296, output_fired_time: 14.4229040146, propagate_forward_time: 670.9866943359, propagate_backward_time: 1146.8374023438, weight_update_time: 0.4268664420, other_time: 16.8928222656
epoch time: 140.0095672607s, input_fired_time: 2.1209809780, output_fired_time: 0.0000000000, propagate_forward_time: 134.8649902344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0235900879
validation[          , genome 11131] predictions:    6729/  10000 (67.29%), best:    6781/10000 (67.81%), error:      9411.78516, best error:      9367.13965 on epoch:    36, epoch:   39/100, mu: 0.9376187921, learning_rate: 0.0000992489, weight_decay: 0.0000504328

epoch time: 1887.6650390625s, input_fired_time: 36.7699737549, output_fired_time: 14.4177761078, propagate_forward_time: 671.4776611328, propagate_backward_time: 1148.1123046875, weight_update_time: 0.4274886250, other_time: 16.8873291016
epoch time: 139.8764801025s, input_fired_time: 2.1255114079, output_fired_time: 0.0000000000, propagate_forward_time: 134.7423095703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0086517334
validation[          , genome 11131] predictions:    6784/  10000 (67.84%), best:    6784/10000 (67.84%), error:      9236.94141, best error:      9236.94141 on epoch:    40, epoch:   40/100, mu: 0.9405854940, learning_rate: 0.0000926192, weight_decay: 0.0000476317

epoch time: 1884.9542236328s, input_fired_time: 36.8164939880, output_fired_time: 14.3983116150, propagate_forward_time: 670.5139770508, propagate_backward_time: 1146.3682861328, weight_update_time: 0.4262244403, other_time: 16.8570556641
epoch time: 139.7826843262s, input_fired_time: 2.1314353943, output_fired_time: 0.0000000000, propagate_forward_time: 134.6342315674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0170135498
validation[          , genome 11131] predictions:    6769/  10000 (67.69%), best:    6784/10000 (67.84%), error:      9327.54688, best error:      9236.94141 on epoch:    40, epoch:   41/100, mu: 0.9433841705, learning_rate: 0.0000864323, weight_decay: 0.0000449861

epoch time: 1883.0473632813s, input_fired_time: 36.8632469177, output_fired_time: 14.3949232101, propagate_forward_time: 669.6770019531, propagate_backward_time: 1145.2877197266, weight_update_time: 0.4269981384, other_time: 16.8244628906
epoch time: 139.7489166260s, input_fired_time: 2.1337385178, output_fired_time: 0.0000000000, propagate_forward_time: 134.6187438965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9964294434
validation[          , genome 11131] predictions:    6804/  10000 (68.04%), best:    6804/10000 (68.04%), error:      9191.30762, best error:      9191.30762 on epoch:    42, epoch:   42/100, mu: 0.9460242987, learning_rate: 0.0000806587, weight_decay: 0.0000424875

epoch time: 1883.7271728516s, input_fired_time: 36.9909400940, output_fired_time: 14.3891496658, propagate_forward_time: 670.5465087891, propagate_backward_time: 1144.9942626953, weight_update_time: 0.4274048209, other_time: 16.8062744141
epoch time: 139.8022003174s, input_fired_time: 2.1363167763, output_fired_time: 0.0000000000, propagate_forward_time: 134.6758575439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9900207520
validation[          , genome 11131] predictions:    6828/  10000 (68.28%), best:    6804/10000 (68.04%), error:      9213.63574, best error:      9191.30762 on epoch:    42, epoch:   43/100, mu: 0.9485149384, learning_rate: 0.0000752707, weight_decay: 0.0000401277

epoch time: 1883.8527832031s, input_fired_time: 37.1235008240, output_fired_time: 14.3890094757, propagate_forward_time: 670.3947143555, propagate_backward_time: 1145.1486816406, weight_update_time: 0.4275458455, other_time: 16.7968750000
epoch time: 139.8449859619s, input_fired_time: 2.1397848129, output_fired_time: 0.0000000000, propagate_forward_time: 134.7021942139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0030059814
validation[          , genome 11131] predictions:    6805/  10000 (68.05%), best:    6804/10000 (68.04%), error:      9221.96094, best error:      9191.30762 on epoch:    42, epoch:   44/100, mu: 0.9508644938, learning_rate: 0.0000702427, weight_decay: 0.0000378989

epoch time: 1883.3117675781s, input_fired_time: 37.2041702271, output_fired_time: 14.3968963623, propagate_forward_time: 669.8453369141, propagate_backward_time: 1145.0795898438, weight_update_time: 0.4268477559, other_time: 16.7857666016
epoch time: 139.6585693359s, input_fired_time: 2.1304049492, output_fired_time: 0.0000000000, propagate_forward_time: 134.5561981201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9719696045
validation[          , genome 11131] predictions:    6781/  10000 (67.81%), best:    6804/10000 (68.04%), error:      9275.05469, best error:      9191.30762 on epoch:    42, epoch:   45/100, mu: 0.9530810118, learning_rate: 0.0000655505, weight_decay: 0.0000357939

epoch time: 1882.5257568359s, input_fired_time: 37.2771034241, output_fired_time: 14.3790168762, propagate_forward_time: 669.9372558594, propagate_backward_time: 1144.1578369141, weight_update_time: 0.4278758466, other_time: 16.7745361328
epoch time: 139.6117095947s, input_fired_time: 2.1345734596, output_fired_time: 0.0000000000, propagate_forward_time: 134.5017700195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9753723145
validation[          , genome 11131] predictions:    6835/  10000 (68.35%), best:    6835/10000 (68.35%), error:      9176.91895, best error:      9176.91895 on epoch:    46, epoch:   46/100, mu: 0.9551719427, learning_rate: 0.0000611718, weight_decay: 0.0000338058

epoch time: 1882.1840820313s, input_fired_time: 37.3513755798, output_fired_time: 14.3680810928, propagate_forward_time: 669.8181152344, propagate_backward_time: 1143.8662109375, weight_update_time: 0.4279612899, other_time: 16.7803955078
epoch time: 139.6692657471s, input_fired_time: 2.1464798450, output_fired_time: 0.0000000000, propagate_forward_time: 134.5414886475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9812927246
validation[          , genome 11131] predictions:    6904/  10000 (69.04%), best:    6904/10000 (69.04%), error:      9017.92090, best error:      9017.92090 on epoch:    47, epoch:   47/100, mu: 0.9571444988, learning_rate: 0.0000570856, weight_decay: 0.0000319282

epoch time: 1881.8427734375s, input_fired_time: 37.3374748230, output_fired_time: 14.3882846832, propagate_forward_time: 669.3248291016, propagate_backward_time: 1143.9954833984, weight_update_time: 0.4281283319, other_time: 16.7966308594
epoch time: 140.0274200439s, input_fired_time: 2.1382362843, output_fired_time: 0.0000000000, propagate_forward_time: 134.8950805664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9941101074
validation[          , genome 11131] predictions:    6832/  10000 (68.32%), best:    6904/10000 (69.04%), error:      9201.50879, best error:      9017.92090 on epoch:    47, epoch:   48/100, mu: 0.9590052962, learning_rate: 0.0000532723, weight_decay: 0.0000301548

epoch time: 1882.2093505859s, input_fired_time: 37.3752174377, output_fired_time: 14.3785810471, propagate_forward_time: 669.4728393555, propagate_backward_time: 1144.2030029297, weight_update_time: 0.4283300340, other_time: 16.7796630859
epoch time: 140.0365905762s, input_fired_time: 2.1518340111, output_fired_time: 0.0000000000, propagate_forward_time: 134.8812561035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0034942627
validation[          , genome 11131] predictions:    6868/  10000 (68.68%), best:    6904/10000 (69.04%), error:      9112.54980, best error:      9017.92090 on epoch:    47, epoch:   49/100, mu: 0.9607607126, learning_rate: 0.0000497137, weight_decay: 0.0000284800

epoch time: 1884.3549804688s, input_fired_time: 37.4097290039, output_fired_time: 14.3841390610, propagate_forward_time: 670.4268188477, propagate_backward_time: 1145.3009033203, weight_update_time: 0.4295498133, other_time: 16.8333740234
epoch time: 139.8249511719s, input_fired_time: 2.1543018818, output_fired_time: 0.0000000000, propagate_forward_time: 134.6818084717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9888458252
validation[          , genome 11131] predictions:    6850/  10000 (68.50%), best:    6904/10000 (69.04%), error:      9113.61621, best error:      9017.92090 on epoch:    47, epoch:   50/100, mu: 0.9624167085, learning_rate: 0.0000463929, weight_decay: 0.0000268981

epoch time: 1883.5306396484s, input_fired_time: 37.4054641724, output_fired_time: 14.3851366043, propagate_forward_time: 669.6856079102, propagate_backward_time: 1145.1939697266, weight_update_time: 0.4303848445, other_time: 16.8604736328
epoch time: 139.8932495117s, input_fired_time: 2.1625721455, output_fired_time: 0.0000000000, propagate_forward_time: 134.7322998047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9983825684
validation[          , genome 11131] predictions:    6894/  10000 (68.94%), best:    6904/10000 (69.04%), error:      9033.21387, best error:      9017.92090 on epoch:    47, epoch:   51/100, mu: 0.9639789462, learning_rate: 0.0000432939, weight_decay: 0.0000254042

epoch time: 1882.1126708984s, input_fired_time: 37.4119758606, output_fired_time: 14.3770580292, propagate_forward_time: 669.5309448242, propagate_backward_time: 1143.9987792969, weight_update_time: 0.4288669825, other_time: 16.7939453125
epoch time: 139.9389343262s, input_fired_time: 2.1580431461, output_fired_time: 0.0000000000, propagate_forward_time: 134.7864837646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9944000244
validation[          , genome 11131] predictions:    6908/  10000 (69.08%), best:    6904/10000 (69.04%), error:      9027.52637, best error:      9017.92090 on epoch:    47, epoch:   52/100, mu: 0.9654526711, learning_rate: 0.0000404019, weight_decay: 0.0000239932

epoch time: 1882.2275390625s, input_fired_time: 37.4444847107, output_fired_time: 14.3850545883, propagate_forward_time: 669.3265991211, propagate_backward_time: 1144.2657470703, weight_update_time: 0.4304751456, other_time: 16.8057861328
epoch time: 139.6997375488s, input_fired_time: 2.1593132019, output_fired_time: 0.0000000000, propagate_forward_time: 134.5513153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9891052246
validation[          , genome 11131] predictions:    6884/  10000 (68.84%), best:    6904/10000 (69.04%), error:      9024.13184, best error:      9017.92090 on epoch:    47, epoch:   53/100, mu: 0.9668429494, learning_rate: 0.0000377031, weight_decay: 0.0000226605

epoch time: 1883.5471191406s, input_fired_time: 37.4556007385, output_fired_time: 14.3806333542, propagate_forward_time: 669.8363037109, propagate_backward_time: 1145.0529785156, weight_update_time: 0.4309385717, other_time: 16.8216552734
epoch time: 139.8163299561s, input_fired_time: 2.1636176109, output_fired_time: 0.0000000000, propagate_forward_time: 134.6577453613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9949645996
validation[          , genome 11131] predictions:    6897/  10000 (68.97%), best:    6897/10000 (68.97%), error:      9010.42773, best error:      9010.42773 on epoch:    54, epoch:   54/100, mu: 0.9681544900, learning_rate: 0.0000351845, weight_decay: 0.0000214019

epoch time: 1884.0440673828s, input_fired_time: 37.4547309875, output_fired_time: 14.3983278275, propagate_forward_time: 670.1354980469, propagate_backward_time: 1145.2182617188, weight_update_time: 0.4318400621, other_time: 16.8372802734
epoch time: 139.8103637695s, input_fired_time: 2.1580681801, output_fired_time: 0.0000000000, propagate_forward_time: 134.6679229736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9843750000
validation[          , genome 11131] predictions:    6806/  10000 (68.06%), best:    6897/10000 (68.97%), error:      9169.30078, best error:      9010.42773 on epoch:    54, epoch:   55/100, mu: 0.9693917632, learning_rate: 0.0000328342, weight_decay: 0.0000202132

epoch time: 1885.6447753906s, input_fired_time: 37.4792022705, output_fired_time: 14.3983755112, propagate_forward_time: 670.6821899414, propagate_backward_time: 1146.1989746094, weight_update_time: 0.4341942966, other_time: 16.8859863281
epoch time: 139.9747619629s, input_fired_time: 2.1611022949, output_fired_time: 0.0000000000, propagate_forward_time: 134.7771759033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0364837646
validation[          , genome 11131] predictions:    6849/  10000 (68.49%), best:    6849/10000 (68.49%), error:      9010.30566, best error:      9010.30566 on epoch:    56, epoch:   56/100, mu: 0.9705589414, learning_rate: 0.0000306409, weight_decay: 0.0000190905

epoch time: 1887.0406494141s, input_fired_time: 37.5050125122, output_fired_time: 14.4268960953, propagate_forward_time: 671.7401123047, propagate_backward_time: 1146.4356689453, weight_update_time: 0.4360153675, other_time: 16.9329833984
epoch time: 139.9285583496s, input_fired_time: 2.1646783352, output_fired_time: 0.0000000000, propagate_forward_time: 134.7291107178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0347747803
validation[          , genome 11131] predictions:    6857/  10000 (68.57%), best:    6849/10000 (68.49%), error:      9091.34473, best error:      9010.30566 on epoch:    56, epoch:   57/100, mu: 0.9716600180, learning_rate: 0.0000285941, weight_decay: 0.0000180302

epoch time: 1884.9538574219s, input_fired_time: 37.4915428162, output_fired_time: 14.4021043777, propagate_forward_time: 670.0253906250, propagate_backward_time: 1146.1403808594, weight_update_time: 0.4349368215, other_time: 16.8944091797
epoch time: 140.2489013672s, input_fired_time: 2.1730804443, output_fired_time: 0.0000000000, propagate_forward_time: 135.0877685547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9880523682
validation[          , genome 11131] predictions:    6922/  10000 (69.22%), best:    6922/10000 (69.22%), error:      8984.46191, best error:      8984.46191 on epoch:    58, epoch:   58/100, mu: 0.9726987481, learning_rate: 0.0000266841, weight_decay: 0.0000170288

epoch time: 1883.4742431641s, input_fired_time: 37.4956474304, output_fired_time: 14.3938274384, propagate_forward_time: 669.7016601563, propagate_backward_time: 1145.0070800781, weight_update_time: 0.4359560311, other_time: 16.8760986328
epoch time: 140.0622253418s, input_fired_time: 2.1656529903, output_fired_time: 0.0000000000, propagate_forward_time: 134.8880462646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0085296631
validation[          , genome 11131] predictions:    6903/  10000 (69.03%), best:    6903/10000 (69.03%), error:      8939.46387, best error:      8939.46387 on epoch:    59, epoch:   59/100, mu: 0.9736786485, learning_rate: 0.0000249016, weight_decay: 0.0000160830

epoch time: 1883.7059326172s, input_fired_time: 37.5119018555, output_fired_time: 14.3938503265, propagate_forward_time: 669.8507080078, propagate_backward_time: 1145.1413574219, weight_update_time: 0.4341214895, other_time: 16.8082275391
epoch time: 140.0077667236s, input_fired_time: 2.1733167171, output_fired_time: 0.0000000000, propagate_forward_time: 134.8126220703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0218353271
validation[          , genome 11131] predictions:    6960/  10000 (69.60%), best:    6960/10000 (69.60%), error:      8888.66309, best error:      8888.66309 on epoch:    60, epoch:   60/100, mu: 0.9746030569, learning_rate: 0.0000232382, weight_decay: 0.0000151897

epoch time: 1882.7607421875s, input_fired_time: 37.5229606628, output_fired_time: 14.3813734055, propagate_forward_time: 669.5391235352, propagate_backward_time: 1144.4998779297, weight_update_time: 0.4366084337, other_time: 16.8175048828
epoch time: 139.9979553223s, input_fired_time: 2.1717147827, output_fired_time: 0.0000000000, propagate_forward_time: 134.8375396729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9886932373
validation[          , genome 11131] predictions:    6956/  10000 (69.56%), best:    6956/10000 (69.56%), error:      8853.93457, best error:      8853.93457 on epoch:    61, epoch:   61/100, mu: 0.9754750729, learning_rate: 0.0000216859, weight_decay: 0.0000143460

epoch time: 1883.5136718750s, input_fired_time: 37.5163383484, output_fired_time: 14.4040222168, propagate_forward_time: 669.7721557617, propagate_backward_time: 1144.9793701172, weight_update_time: 0.4381274283, other_time: 16.8416748047
epoch time: 139.8116607666s, input_fired_time: 2.1694419384, output_fired_time: 0.0000000000, propagate_forward_time: 134.6404266357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0017852783
validation[          , genome 11131] predictions:    6927/  10000 (69.27%), best:    6956/10000 (69.56%), error:      8900.88281, best error:      8853.93457 on epoch:    61, epoch:   62/100, mu: 0.9762977362, learning_rate: 0.0000202373, weight_decay: 0.0000135492

epoch time: 1883.6213378906s, input_fired_time: 37.5340461731, output_fired_time: 14.3822927475, propagate_forward_time: 669.9773559570, propagate_backward_time: 1144.8903808594, weight_update_time: 0.4391488135, other_time: 16.8371582031
epoch time: 139.9124145508s, input_fired_time: 2.1783497334, output_fired_time: 0.0000000000, propagate_forward_time: 134.7431182861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9909515381
validation[          , genome 11131] predictions:    6911/  10000 (69.11%), best:    6956/10000 (69.56%), error:      8919.77539, best error:      8853.93457 on epoch:    61, epoch:   63/100, mu: 0.9770737886, learning_rate: 0.0000188854, weight_decay: 0.0000127967

epoch time: 1884.6392822266s, input_fired_time: 37.5535697937, output_fired_time: 14.4287252426, propagate_forward_time: 670.2491455078, propagate_backward_time: 1145.5339355469, weight_update_time: 0.4402930140, other_time: 16.8739013672
epoch time: 139.9497833252s, input_fired_time: 2.1818380356, output_fired_time: 0.0000000000, propagate_forward_time: 134.7692871094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9986572266
validation[          , genome 11131] predictions:    6958/  10000 (69.58%), best:    6958/10000 (69.58%), error:      8814.46777, best error:      8814.46777 on epoch:    64, epoch:   64/100, mu: 0.9778058529, learning_rate: 0.0000176239, weight_decay: 0.0000120859

epoch time: 1884.0836181641s, input_fired_time: 37.5640487671, output_fired_time: 14.3876295090, propagate_forward_time: 670.1389160156, propagate_backward_time: 1145.1046142578, weight_update_time: 0.4415767193, other_time: 16.8884277344
epoch time: 139.8845672607s, input_fired_time: 2.1813011169, output_fired_time: 0.0000000000, propagate_forward_time: 134.7075347900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9957275391
validation[          , genome 11131] predictions:    6933/  10000 (69.33%), best:    6958/10000 (69.58%), error:      8874.45996, best error:      8814.46777 on epoch:    64, epoch:   65/100, mu: 0.9784964919, learning_rate: 0.0000164466, weight_decay: 0.0000114146

epoch time: 1885.5981445313s, input_fired_time: 37.5765914917, output_fired_time: 14.3973131180, propagate_forward_time: 670.6966552734, propagate_backward_time: 1146.0423583984, weight_update_time: 0.4429993927, other_time: 16.8852539063
epoch time: 139.9979400635s, input_fired_time: 2.1851427555, output_fired_time: 0.0000000000, propagate_forward_time: 134.8062896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0065002441
validation[          , genome 11131] predictions:    6977/  10000 (69.77%), best:    6977/10000 (69.77%), error:      8761.49512, best error:      8761.49512 on epoch:    66, epoch:   66/100, mu: 0.9791480303, learning_rate: 0.0000153480, weight_decay: 0.0000107806

epoch time: 1885.5364990234s, input_fired_time: 37.6090621948, output_fired_time: 14.4414052963, propagate_forward_time: 671.3870239258, propagate_backward_time: 1145.2272949219, weight_update_time: 0.4436263740, other_time: 16.8718261719
epoch time: 139.9385223389s, input_fired_time: 2.1850705147, output_fired_time: 0.0000000000, propagate_forward_time: 134.7277679443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0256805420
validation[          , genome 11131] predictions:    6969/  10000 (69.69%), best:    6977/10000 (69.77%), error:      8805.09668, best error:      8761.49512 on epoch:    66, epoch:   67/100, mu: 0.9797626734, learning_rate: 0.0000143228, weight_decay: 0.0000101819

epoch time: 1905.8801269531s, input_fired_time: 37.6980705261, output_fired_time: 14.5255422592, propagate_forward_time: 679.2584228516, propagate_backward_time: 1157.3939208984, weight_update_time: 0.4486371279, other_time: 17.0041503906
epoch time: 146.7287445068s, input_fired_time: 2.2562737465, output_fired_time: 0.0000000000, propagate_forward_time: 141.3615112305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1109619141
validation[          , genome 11131] predictions:    6982/  10000 (69.82%), best:    6977/10000 (69.77%), error:      8796.98535, best error:      8761.49512 on epoch:    66, epoch:   68/100, mu: 0.9803425074, learning_rate: 0.0000133660, weight_decay: 0.0000096163

epoch time: 1935.9816894531s, input_fired_time: 37.9407463074, output_fired_time: 14.7290782928, propagate_forward_time: 690.1021728516, propagate_backward_time: 1175.9196777344, weight_update_time: 0.4562764764, other_time: 17.2899169922
epoch time: 145.0989379883s, input_fired_time: 2.2374353409, output_fired_time: 0.0000000000, propagate_forward_time: 139.8002624512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0612335205
validation[          , genome 11131] predictions:    6948/  10000 (69.48%), best:    6977/10000 (69.77%), error:      8849.96973, best error:      8761.49512 on epoch:    66, epoch:   69/100, mu: 0.9808894992, learning_rate: 0.0000124732, weight_decay: 0.0000090822

epoch time: 1886.7171630859s, input_fired_time: 37.6080322266, output_fired_time: 14.4121971130, propagate_forward_time: 671.1864624023, propagate_backward_time: 1146.5521240234, weight_update_time: 0.4490609467, other_time: 16.9583740234
epoch time: 140.1806488037s, input_fired_time: 2.1883232594, output_fired_time: 0.0000000000, propagate_forward_time: 135.0034484863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9888763428
validation[          , genome 11131] predictions:    6976/  10000 (69.76%), best:    6977/10000 (69.77%), error:      8768.76953, best error:      8761.49512 on epoch:    66, epoch:   70/100, mu: 0.9814054966, learning_rate: 0.0000116400, weight_decay: 0.0000085778

epoch time: 2044.4569091797s, input_fired_time: 38.3975372314, output_fired_time: 15.3643579483, propagate_forward_time: 736.5269775391, propagate_backward_time: 1236.5507812500, weight_update_time: 0.4784968793, other_time: 17.6171875000
epoch time: 168.1976623535s, input_fired_time: 2.4639508724, output_fired_time: 0.0000000000, propagate_forward_time: 162.4581451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2755737305
validation[          , genome 11131] predictions:    6997/  10000 (69.97%), best:    6977/10000 (69.77%), error:      8768.20508, best error:      8761.49512 on epoch:    66, epoch:   71/100, mu: 0.9818922877, learning_rate: 0.0000108624, weight_decay: 0.0000081014

epoch time: 2098.6220703125s, input_fired_time: 38.6729469299, output_fired_time: 15.7173652649, propagate_forward_time: 757.9618530273, propagate_backward_time: 1268.5218505859, weight_update_time: 0.4858217835, other_time: 17.7481689453
epoch time: 151.4208526611s, input_fired_time: 2.3019454479, output_fired_time: 0.0000000000, propagate_forward_time: 146.0101928711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1087188721
validation[          , genome 11131] predictions:    6981/  10000 (69.81%), best:    6977/10000 (69.77%), error:      8790.92090, best error:      8761.49512 on epoch:    66, epoch:   72/100, mu: 0.9823514819, learning_rate: 0.0000101368, weight_decay: 0.0000076514

epoch time: 1962.2736816406s, input_fired_time: 37.9925651550, output_fired_time: 14.8692407608, propagate_forward_time: 701.5244750977, propagate_backward_time: 1190.5743408203, weight_update_time: 0.4683764577, other_time: 17.3131103516
epoch time: 160.3935394287s, input_fired_time: 2.3913981915, output_fired_time: 0.0000000000, propagate_forward_time: 154.8132476807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1888885498
validation[          , genome 11131] predictions:    6958/  10000 (69.58%), best:    6977/10000 (69.77%), error:      8813.84766, best error:      8761.49512 on epoch:    66, epoch:   73/100, mu: 0.9827846885, learning_rate: 0.0000094597, weight_decay: 0.0000072264

epoch time: 1999.1968994141s, input_fired_time: 38.1680335999, output_fired_time: 15.0683422089, propagate_forward_time: 715.9316406250, propagate_backward_time: 1212.6596679688, weight_update_time: 0.4747153819, other_time: 17.3691406250
epoch time: 141.6221618652s, input_fired_time: 2.2065210342, output_fired_time: 0.0000000000, propagate_forward_time: 136.3751373291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0404968262
validation[          , genome 11131] predictions:    6996/  10000 (69.96%), best:    6977/10000 (69.77%), error:      8777.78320, best error:      8761.49512 on epoch:    66, epoch:   74/100, mu: 0.9831933379, learning_rate: 0.0000088278, weight_decay: 0.0000068251

epoch time: 1975.4438476563s, input_fired_time: 38.0968551636, output_fired_time: 14.9466104507, propagate_forward_time: 709.8845214844, propagate_backward_time: 1195.1784667969, weight_update_time: 0.4729468226, other_time: 17.3374023438
epoch time: 163.5633544922s, input_fired_time: 2.4241976738, output_fired_time: 0.0000000000, propagate_forward_time: 157.8696289063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2695312500
validation[          , genome 11131] predictions:    7034/  10000 (70.34%), best:    7034/10000 (70.34%), error:      8738.88672, best error:      8738.88672 on epoch:    75, epoch:   75/100, mu: 0.9835788608, learning_rate: 0.0000082381, weight_decay: 0.0000064460

epoch time: 2016.0505371094s, input_fired_time: 38.2898445129, output_fired_time: 15.1919155121, propagate_forward_time: 724.5249023438, propagate_backward_time: 1220.5634765625, weight_update_time: 0.4804804325, other_time: 17.4804687500
epoch time: 166.9138336182s, input_fired_time: 2.4560976028, output_fired_time: 0.0000000000, propagate_forward_time: 161.2239990234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2337341309
validation[          , genome 11131] predictions:    7002/  10000 (70.02%), best:    7002/10000 (70.02%), error:      8729.33594, best error:      8729.33594 on epoch:    76, epoch:   76/100, mu: 0.9839425087, learning_rate: 0.0000076878, weight_decay: 0.0000060880

epoch time: 2029.2608642578s, input_fired_time: 38.3569374084, output_fired_time: 15.2165727615, propagate_forward_time: 732.1704711914, propagate_backward_time: 1225.9995117188, weight_update_time: 0.4851889312, other_time: 17.5173339844
epoch time: 150.5582580566s, input_fired_time: 2.3011479378, output_fired_time: 0.0000000000, propagate_forward_time: 145.1521148682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1049957275
validation[          , genome 11131] predictions:    6966/  10000 (69.66%), best:    7002/10000 (70.02%), error:      8761.68555, best error:      8729.33594 on epoch:    76, epoch:   77/100, mu: 0.9842855930, learning_rate: 0.0000071743, weight_decay: 0.0000057498

epoch time: 1895.4238281250s, input_fired_time: 37.6813659668, output_fired_time: 14.4444875717, propagate_forward_time: 674.8322143555, propagate_backward_time: 1151.5314941406, weight_update_time: 0.4650017619, other_time: 16.9343261719
epoch time: 140.3291320801s, input_fired_time: 2.1977591515, output_fired_time: 0.0000000000, propagate_forward_time: 135.1354064941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9959716797
validation[          , genome 11131] predictions:    6999/  10000 (69.99%), best:    7002/10000 (70.02%), error:      8756.04785, best error:      8729.33594 on epoch:    76, epoch:   78/100, mu: 0.9846092463, learning_rate: 0.0000066950, weight_decay: 0.0000054305

epoch time: 1889.8420410156s, input_fired_time: 37.6591491699, output_fired_time: 14.4457550049, propagate_forward_time: 671.7587280273, propagate_backward_time: 1149.0389404297, weight_update_time: 0.4663290083, other_time: 16.9393310547
epoch time: 140.1981353760s, input_fired_time: 2.1986432076, output_fired_time: 0.0000000000, propagate_forward_time: 134.9709930420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0285034180
validation[          , genome 11131] predictions:    6983/  10000 (69.83%), best:    7002/10000 (70.02%), error:      8733.33496, best error:      8729.33594 on epoch:    76, epoch:   79/100, mu: 0.9849145412, learning_rate: 0.0000062478, weight_decay: 0.0000051288

epoch time: 1888.5635986328s, input_fired_time: 37.6775779724, output_fired_time: 14.4191741943, propagate_forward_time: 672.1278686523, propagate_backward_time: 1147.4511718750, weight_update_time: 0.4660155177, other_time: 16.8876953125
epoch time: 139.8900756836s, input_fired_time: 2.1947298050, output_fired_time: 0.0000000000, propagate_forward_time: 134.6893310547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0060119629
validation[          , genome 11131] predictions:    7039/  10000 (70.39%), best:    7039/10000 (70.39%), error:      8712.63379, best error:      8712.63379 on epoch:    80, epoch:   80/100, mu: 0.9852025509, learning_rate: 0.0000058305, weight_decay: 0.0000048440

epoch time: 1885.3186035156s, input_fired_time: 37.6450309753, output_fired_time: 14.3905963898, propagate_forward_time: 670.8754882813, propagate_backward_time: 1145.5019531250, weight_update_time: 0.4694928527, other_time: 16.9055175781
epoch time: 139.8851318359s, input_fired_time: 2.1925389767, output_fired_time: 0.0000000000, propagate_forward_time: 134.6907806396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0018157959
validation[          , genome 11131] predictions:    7016/  10000 (70.16%), best:    7039/10000 (70.39%), error:      8739.68164, best error:      8712.63379 on epoch:    80, epoch:   81/100, mu: 0.9854742885, learning_rate: 0.0000054410, weight_decay: 0.0000045749

epoch time: 1888.7141113281s, input_fired_time: 37.6650238037, output_fired_time: 14.4293384552, propagate_forward_time: 671.7838134766, propagate_backward_time: 1147.8378906250, weight_update_time: 0.4749626815, other_time: 16.9980468750
epoch time: 141.4680328369s, input_fired_time: 2.2140469551, output_fired_time: 0.0000000000, propagate_forward_time: 136.2391662598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0148162842
validation[          , genome 11131] predictions:    6989/  10000 (69.89%), best:    7039/10000 (70.39%), error:      8716.42871, best error:      8712.63379 on epoch:    80, epoch:   82/100, mu: 0.9857305884, learning_rate: 0.0000050775, weight_decay: 0.0000043208

epoch time: 1888.2919921875s, input_fired_time: 37.6594696045, output_fired_time: 14.4117240906, propagate_forward_time: 671.7515258789, propagate_backward_time: 1147.4946289063, weight_update_time: 0.4775729179, other_time: 16.9746093750
epoch time: 140.1722717285s, input_fired_time: 2.1933126450, output_fired_time: 0.0000000000, propagate_forward_time: 134.9827270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9962310791
validation[          , genome 11131] predictions:    7033/  10000 (70.33%), best:    7039/10000 (70.39%), error:      8733.32324, best error:      8712.63379 on epoch:    80, epoch:   83/100, mu: 0.9859724045, learning_rate: 0.0000047384, weight_decay: 0.0000040808

epoch time: 1885.1252441406s, input_fired_time: 37.6642646790, output_fired_time: 14.3861713409, propagate_forward_time: 670.7681274414, propagate_backward_time: 1145.3945312500, weight_update_time: 0.4790999293, other_time: 16.9121093750
epoch time: 139.9640960693s, input_fired_time: 2.1986451149, output_fired_time: 0.0000000000, propagate_forward_time: 134.7732238770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9922332764
validation[          , genome 11131] predictions:    7041/  10000 (70.41%), best:    7041/10000 (70.41%), error:      8691.80078, best error:      8691.80078 on epoch:    84, epoch:   84/100, mu: 0.9862005115, learning_rate: 0.0000044218, weight_decay: 0.0000038542

epoch time: 1889.3739013672s, input_fired_time: 37.6743507385, output_fired_time: 14.4433116913, propagate_forward_time: 671.6817626953, propagate_backward_time: 1148.6375732422, weight_update_time: 0.4832825959, other_time: 16.9368896484
epoch time: 139.8692474365s, input_fired_time: 2.1978988647, output_fired_time: 0.0000000000, propagate_forward_time: 134.6723785400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9989776611
validation[          , genome 11131] predictions:    7020/  10000 (70.20%), best:    7041/10000 (70.41%), error:      8721.59180, best error:      8691.80078 on epoch:    84, epoch:   85/100, mu: 0.9864156842, learning_rate: 0.0000041265, weight_decay: 0.0000036401

epoch time: 1885.8522949219s, input_fired_time: 37.6721763611, output_fired_time: 14.4316949844, propagate_forward_time: 670.9296875000, propagate_backward_time: 1145.9094238281, weight_update_time: 0.4847863615, other_time: 16.9094238281
epoch time: 140.0875549316s, input_fired_time: 2.1953878403, output_fired_time: 0.0000000000, propagate_forward_time: 134.8977813721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9943847656
validation[          , genome 11131] predictions:    7037/  10000 (70.37%), best:    7037/10000 (70.37%), error:      8679.07910, best error:      8679.07910 on epoch:    86, epoch:   86/100, mu: 0.9866186976, learning_rate: 0.0000038508, weight_decay: 0.0000034379

epoch time: 1887.0336914063s, input_fired_time: 37.6634750366, output_fired_time: 14.4138517380, propagate_forward_time: 671.5449218750, propagate_backward_time: 1146.4437255859, weight_update_time: 0.4890007079, other_time: 16.9677734375
epoch time: 140.1291351318s, input_fired_time: 2.2013812065, output_fired_time: 0.0000000000, propagate_forward_time: 134.9450988770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9826507568
validation[          , genome 11131] predictions:    7021/  10000 (70.21%), best:    7037/10000 (70.37%), error:      8698.86426, best error:      8679.07910 on epoch:    86, epoch:   87/100, mu: 0.9868102074, learning_rate: 0.0000035936, weight_decay: 0.0000032470

epoch time: 1886.3582763672s, input_fired_time: 37.6734199524, output_fired_time: 14.4128751755, propagate_forward_time: 670.6575317383, propagate_backward_time: 1146.6744384766, weight_update_time: 0.4926858842, other_time: 16.9400634766
epoch time: 140.3892211914s, input_fired_time: 2.2036929131, output_fired_time: 0.0000000000, propagate_forward_time: 135.1837463379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0017852783
validation[          , genome 11131] predictions:    7012/  10000 (70.12%), best:    7012/10000 (70.12%), error:      8650.87012, best error:      8650.87012 on epoch:    88, epoch:   88/100, mu: 0.9869908690, learning_rate: 0.0000033535, weight_decay: 0.0000030666

epoch time: 1885.5247802734s, input_fired_time: 37.6672859192, output_fired_time: 14.4021072388, propagate_forward_time: 670.5336303711, propagate_backward_time: 1145.9761962891, weight_update_time: 0.4966780841, other_time: 16.9456787109
epoch time: 140.0320434570s, input_fired_time: 2.2000250816, output_fired_time: 0.0000000000, propagate_forward_time: 134.8316650391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0003509521
validation[          , genome 11131] predictions:    7025/  10000 (70.25%), best:    7012/10000 (70.12%), error:      8686.04004, best error:      8650.87012 on epoch:    88, epoch:   89/100, mu: 0.9871612787, learning_rate: 0.0000031295, weight_decay: 0.0000028963

epoch time: 1886.4488525391s, input_fired_time: 37.6759147644, output_fired_time: 14.4237089157, propagate_forward_time: 670.8926391602, propagate_backward_time: 1146.5062255859, weight_update_time: 0.4992228746, other_time: 16.9503173828
epoch time: 139.9823455811s, input_fired_time: 2.1986861229, output_fired_time: 0.0000000000, propagate_forward_time: 134.7835235596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0001373291
validation[          , genome 11131] predictions:    6998/  10000 (69.98%), best:    7012/10000 (70.12%), error:      8697.36523, best error:      8650.87012 on epoch:    88, epoch:   90/100, mu: 0.9873220325, learning_rate: 0.0000029205, weight_decay: 0.0000027354

epoch time: 1886.3521728516s, input_fired_time: 37.6829261780, output_fired_time: 14.4111919403, propagate_forward_time: 670.6963500977, propagate_backward_time: 1146.6511230469, weight_update_time: 0.5034918785, other_time: 16.9106445313
epoch time: 139.8273315430s, input_fired_time: 2.1968028545, output_fired_time: 0.0000000000, propagate_forward_time: 134.6460876465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9844360352
validation[          , genome 11131] predictions:    7009/  10000 (70.09%), best:    7012/10000 (70.12%), error:      8674.72559, best error:      8650.87012 on epoch:    88, epoch:   91/100, mu: 0.9874737263, learning_rate: 0.0000027254, weight_decay: 0.0000025835

epoch time: 1885.8489990234s, input_fired_time: 37.6796379089, output_fired_time: 14.3861875534, propagate_forward_time: 670.9510498047, propagate_backward_time: 1145.9261474609, weight_update_time: 0.5066478252, other_time: 16.9058837891
epoch time: 140.0989227295s, input_fired_time: 2.2074429989, output_fired_time: 0.0000000000, propagate_forward_time: 134.8908081055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0006713867
validation[          , genome 11131] predictions:    7035/  10000 (70.35%), best:    7035/10000 (70.35%), error:      8649.12402, best error:      8649.12402 on epoch:    92, epoch:   92/100, mu: 0.9876167774, learning_rate: 0.0000025433, weight_decay: 0.0000024400

epoch time: 1885.3509521484s, input_fired_time: 37.6902389526, output_fired_time: 14.3961248398, propagate_forward_time: 670.9118652344, propagate_backward_time: 1145.4050292969, weight_update_time: 0.5122191310, other_time: 16.9477539063
epoch time: 140.1596374512s, input_fired_time: 2.2051293850, output_fired_time: 0.0000000000, propagate_forward_time: 134.9202728271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0342407227
validation[          , genome 11131] predictions:    7027/  10000 (70.27%), best:    7035/10000 (70.35%), error:      8663.76563, best error:      8649.12402 on epoch:    92, epoch:   93/100, mu: 0.9877517819, learning_rate: 0.0000023734, weight_decay: 0.0000023045

epoch time: 1887.0812988281s, input_fired_time: 37.6841621399, output_fired_time: 14.4299354553, propagate_forward_time: 670.9791259766, propagate_backward_time: 1147.0400390625, weight_update_time: 0.5166847110, other_time: 16.9479980469
epoch time: 140.2037811279s, input_fired_time: 2.2035677433, output_fired_time: 0.0000000000, propagate_forward_time: 134.9864654541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0137481689
validation[          , genome 11131] predictions:    7040/  10000 (70.40%), best:    7035/10000 (70.35%), error:      8679.53613, best error:      8649.12402 on epoch:    92, epoch:   94/100, mu: 0.9878790975, learning_rate: 0.0000022149, weight_decay: 0.0000021765

epoch time: 1889.5167236328s, input_fired_time: 37.7060508728, output_fired_time: 14.4413928986, propagate_forward_time: 671.8783569336, propagate_backward_time: 1148.4567871094, weight_update_time: 0.5251846910, other_time: 17.0341796875
epoch time: 140.5501861572s, input_fired_time: 2.2096104622, output_fired_time: 0.0000000000, propagate_forward_time: 135.3327178955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0078582764
validation[          , genome 11131] predictions:    7028/  10000 (70.28%), best:    7028/10000 (70.28%), error:      8645.85938, best error:      8645.85938 on epoch:    95, epoch:   95/100, mu: 0.9879992008, learning_rate: 0.0000020669, weight_decay: 0.0000020556

epoch time: 1888.3525390625s, input_fired_time: 37.7190132141, output_fired_time: 14.4137449265, propagate_forward_time: 672.1296386719, propagate_backward_time: 1147.0966796875, weight_update_time: 0.5287039876, other_time: 16.9935302734
epoch time: 140.4487304688s, input_fired_time: 2.2106552124, output_fired_time: 0.0000000000, propagate_forward_time: 135.2121124268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0259552002
validation[          , genome 11131] predictions:    7036/  10000 (70.36%), best:    7028/10000 (70.28%), error:      8660.48340, best error:      8645.85938 on epoch:    95, epoch:   96/100, mu: 0.9881125093, learning_rate: 0.0000019289, weight_decay: 0.0000019414

epoch time: 1893.1357421875s, input_fired_time: 37.7251815796, output_fired_time: 14.4489631653, propagate_forward_time: 673.6010742188, propagate_backward_time: 1150.3271484375, weight_update_time: 0.5356573462, other_time: 17.0333251953
epoch time: 141.3787994385s, input_fired_time: 2.2141361237, output_fired_time: 0.0000000000, propagate_forward_time: 136.1505432129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0141143799
validation[          , genome 11131] predictions:    6994/  10000 (69.94%), best:    7028/10000 (70.28%), error:      8683.08105, best error:      8645.85938 on epoch:    95, epoch:   97/100, mu: 0.9882193804, learning_rate: 0.0000018000, weight_decay: 0.0000018336

epoch time: 1886.3675537109s, input_fired_time: 37.6968307495, output_fired_time: 14.3943338394, propagate_forward_time: 670.9050292969, propagate_backward_time: 1146.3956298828, weight_update_time: 0.5396596193, other_time: 16.9758300781
epoch time: 140.1540985107s, input_fired_time: 2.2096180916, output_fired_time: 0.0000000000, propagate_forward_time: 134.9323120117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0121612549
validation[          , genome 11131] predictions:    7022/  10000 (70.22%), best:    7028/10000 (70.28%), error:      8663.33789, best error:      8645.85938 on epoch:    95, epoch:   98/100, mu: 0.9883202314, learning_rate: 0.0000016798, weight_decay: 0.0000017318

epoch time: 1893.5867919922s, input_fired_time: 37.7252807617, output_fired_time: 14.4637203217, propagate_forward_time: 673.3598022461, propagate_backward_time: 1151.0142822266, weight_update_time: 0.5482062697, other_time: 17.0238037109
epoch time: 140.1189575195s, input_fired_time: 2.2047710419, output_fired_time: 0.0000000000, propagate_forward_time: 134.9025878906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0115966797
validation[          , genome 11131] predictions:    7039/  10000 (70.39%), best:    7028/10000 (70.28%), error:      8657.80371, best error:      8645.85938 on epoch:    95, epoch:   99/100, mu: 0.9884153605, learning_rate: 0.0000015676, weight_decay: 0.0000016356

epoch time: 1885.9451904297s, input_fired_time: 37.6917304993, output_fired_time: 14.4105777740, propagate_forward_time: 671.0728759766, propagate_backward_time: 1145.8083496094, weight_update_time: 0.5520147681, other_time: 16.9616699219
epoch time: 140.4675445557s, input_fired_time: 2.2058947086, output_fired_time: 0.0000000000, propagate_forward_time: 135.2660980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9955444336
validation[          , genome 11131] predictions:    7019/  10000 (70.19%), best:    7019/10000 (70.19%), error:      8637.04199, best error:      8637.04199 on epoch:   100, epoch:  100/100, mu: 0.9885051250, learning_rate: 0.0000014629, weight_decay: 0.0000015447

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 696.9996948242s, input_fired_time: 10.9965162277, output_fired_time: 0.0000000000, propagate_forward_time: 670.9885253906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 15.0146484375
best training[          , genome 11131] predictions:   39641/  50000 (79.28%), best:    7019/10000 (70.19%), error:     32547.44336, best error:      8637.04199 on epoch:   100, epoch:  101/100, mu: 0.9885897636, learning_rate: 0.0000013651, weight_decay: 0.0000014589
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 139.8688659668s, input_fired_time: 2.2016048431, output_fired_time: 0.0000000000, propagate_forward_time: 134.6815948486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9856719971
   testing[          , genome 11131] predictions:    7019/  10000 (70.19%), best:    7019/10000 (70.19%), error:      8637.04199, best error:      8637.04199 on epoch:   100, epoch:  101/100, mu: 0.9885897636, learning_rate: 0.0000013651, weight_decay: 0.0000014589
backpropagation finished successfully!
08:21:04 (11640): called boinc_finish(0)

</stderr_txt>
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