Nameexact_genome_1512568488_45_4687_1
Workunit2594694
Created7 Dec 2017, 11:19:28 UTC
Sent7 Dec 2017, 11:19:54 UTC
Report deadline13 Dec 2017, 4:48:01 UTC
Received8 Dec 2017, 20:50:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 54 min 10 sec
CPU time2 hours 54 min 7 sec
Validate stateValid
Credit1,431.97
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.34 MB
Peak swap size152.82 MB
Peak disk usage1.68 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1105262041, output_fired_time: 0.0000000000, propagate_forward_time: 7.2199358940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606995583
validation[          , genome  4687] predictions:    9602/  10000 (96.02%), best:    9590/10000 (95.90%), error:      1406.10571, best error:      1372.06799 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.6926269531s, input_fired_time: 0.8805966973, output_fired_time: 0.8133537769, propagate_forward_time: 36.1786041260, propagate_backward_time: 54.3610229492, weight_update_time: 0.1297687888, other_time: 2.4590454102
epoch time: 7.8499979973s, input_fired_time: 0.1103634909, output_fired_time: 0.0000000000, propagate_forward_time: 7.2861437798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534907341
validation[          , genome  4687] predictions:    9588/  10000 (95.88%), best:    9590/10000 (95.90%), error:      1372.18677, best error:      1372.06799 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 94.8823013306s, input_fired_time: 0.8789377809, output_fired_time: 0.8160964847, propagate_forward_time: 36.2834930420, propagate_backward_time: 54.4402313232, weight_update_time: 0.1308510602, other_time: 2.4635467529
epoch time: 7.7383365631s, input_fired_time: 0.1096616611, output_fired_time: 0.0000000000, propagate_forward_time: 7.1796956062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489793777
validation[          , genome  4687] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1348.61414, best error:      1348.61414 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 94.7017974854s, input_fired_time: 0.8788731098, output_fired_time: 0.8183124661, propagate_forward_time: 36.1482734680, propagate_backward_time: 54.4005241394, weight_update_time: 0.1321084350, other_time: 2.4558105469
epoch time: 7.7709336281s, input_fired_time: 0.1083832234, output_fired_time: 0.0000000000, propagate_forward_time: 7.2154750824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470753670
validation[          , genome  4687] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1345.83179, best error:      1345.83179 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.9672241211s, input_fired_time: 0.9027362466, output_fired_time: 0.8189907670, propagate_forward_time: 36.2487487793, propagate_backward_time: 54.4470634460, weight_update_time: 0.1319855303, other_time: 2.5496864319
epoch time: 7.8012418747s, input_fired_time: 0.1099307761, output_fired_time: 0.0000000000, propagate_forward_time: 7.2386970520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526138306
validation[          , genome  4687] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1309.18457, best error:      1309.18457 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 95.0991516113s, input_fired_time: 0.8941165209, output_fired_time: 0.8173608780, propagate_forward_time: 36.2841911316, propagate_backward_time: 54.6007614136, weight_update_time: 0.1314835697, other_time: 2.5027198792
epoch time: 7.8628697395s, input_fired_time: 0.1110191569, output_fired_time: 0.0000000000, propagate_forward_time: 7.3007898331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510607719
validation[          , genome  4687] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1266.94629, best error:      1266.94629 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 95.3093490601s, input_fired_time: 0.8926504254, output_fired_time: 0.8222603202, propagate_forward_time: 36.4177207947, propagate_backward_time: 54.6853675842, weight_update_time: 0.1313605905, other_time: 2.4913558960
epoch time: 7.8648333549s, input_fired_time: 0.1105684787, output_fired_time: 0.0000000000, propagate_forward_time: 7.3059878349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482769966
validation[          , genome  4687] predictions:    9586/  10000 (95.86%), best:    9629/10000 (96.29%), error:      1385.62793, best error:      1266.94629 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 95.4686813354s, input_fired_time: 0.9050501585, output_fired_time: 0.8197786808, propagate_forward_time: 36.4439697266, propagate_backward_time: 54.7466354370, weight_update_time: 0.1332993954, other_time: 2.5532455444
epoch time: 7.8863725662s, input_fired_time: 0.1120366305, output_fired_time: 0.0000000000, propagate_forward_time: 7.3131637573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611721039
validation[          , genome  4687] predictions:    9619/  10000 (96.19%), best:    9629/10000 (96.29%), error:      1327.99438, best error:      1266.94629 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 95.1555328369s, input_fired_time: 0.9027612209, output_fired_time: 0.8173770308, propagate_forward_time: 36.3341674805, propagate_backward_time: 54.5514450073, weight_update_time: 0.1333382726, other_time: 2.5497817993
epoch time: 7.8146300316s, input_fired_time: 0.1118004322, output_fired_time: 0.0000000000, propagate_forward_time: 7.2417354584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610939026
validation[          , genome  4687] predictions:    9538/  10000 (95.38%), best:    9629/10000 (96.29%), error:      1553.45410, best error:      1266.94629 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.1720046997s, input_fired_time: 0.8963489532, output_fired_time: 0.8219543099, propagate_forward_time: 36.3559341431, propagate_backward_time: 54.5989913940, weight_update_time: 0.1313195527, other_time: 2.4987792969
epoch time: 7.8161921501s, input_fired_time: 0.1109328419, output_fired_time: 0.0000000000, propagate_forward_time: 7.2560234070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492359161
validation[          , genome  4687] predictions:    9592/  10000 (95.92%), best:    9629/10000 (96.29%), error:      1359.00366, best error:      1266.94629 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 94.8613357544s, input_fired_time: 0.9037298560, output_fired_time: 0.8145285845, propagate_forward_time: 36.1866912842, propagate_backward_time: 54.4177474976, weight_update_time: 0.1318839192, other_time: 2.5386352539
epoch time: 7.8443012238s, input_fired_time: 0.1123232543, output_fired_time: 0.0000000000, propagate_forward_time: 7.2709407806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610371590
validation[          , genome  4687] predictions:    9601/  10000 (96.01%), best:    9629/10000 (96.29%), error:      1339.84033, best error:      1266.94629 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.2748413086s, input_fired_time: 0.8953908086, output_fired_time: 0.8206791878, propagate_forward_time: 36.3387145996, propagate_backward_time: 54.7012138367, weight_update_time: 0.1327047646, other_time: 2.5188407898
epoch time: 7.8968915939s, input_fired_time: 0.1124214455, output_fired_time: 0.0000000000, propagate_forward_time: 7.3318405151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526295662
validation[          , genome  4687] predictions:    9603/  10000 (96.03%), best:    9629/10000 (96.29%), error:      1307.32971, best error:      1266.94629 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.1510848999s, input_fired_time: 0.9053941369, output_fired_time: 0.8166337609, propagate_forward_time: 36.3352127075, propagate_backward_time: 54.5449218750, weight_update_time: 0.1328086257, other_time: 2.5489196777
epoch time: 7.8430104256s, input_fired_time: 0.1126303747, output_fired_time: 0.0000000000, propagate_forward_time: 7.2692990303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610810280
validation[          , genome  4687] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1203.17249, best error:      1203.17249 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 94.9731903076s, input_fired_time: 0.9085078239, output_fired_time: 0.8151437044, propagate_forward_time: 36.2557868958, propagate_backward_time: 54.4431610107, weight_update_time: 0.1328534931, other_time: 2.5505867004
epoch time: 7.8312177658s, input_fired_time: 0.1125291213, output_fired_time: 0.0000000000, propagate_forward_time: 7.2586107254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600777626
validation[          , genome  4687] predictions:    9613/  10000 (96.13%), best:    9641/10000 (96.41%), error:      1287.25281, best error:      1203.17249 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 94.4523010254s, input_fired_time: 0.8868398070, output_fired_time: 0.8143860698, propagate_forward_time: 36.0728454590, propagate_backward_time: 54.2071075439, weight_update_time: 0.1298950762, other_time: 2.4711227417
epoch time: 7.7865915298s, input_fired_time: 0.1091948077, output_fired_time: 0.0000000000, propagate_forward_time: 7.2227625847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546341896
validation[          , genome  4687] predictions:    9637/  10000 (96.37%), best:    9641/10000 (96.41%), error:      1245.73352, best error:      1203.17249 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 94.8917312622s, input_fired_time: 0.8953355551, output_fired_time: 0.8165113926, propagate_forward_time: 36.2656745911, propagate_backward_time: 54.4265251160, weight_update_time: 0.1304280758, other_time: 2.4876861572
epoch time: 7.8262195587s, input_fired_time: 0.1111066788, output_fired_time: 0.0000000000, propagate_forward_time: 7.2660422325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490704536
validation[          , genome  4687] predictions:    9660/  10000 (96.60%), best:    9641/10000 (96.41%), error:      1213.73572, best error:      1203.17249 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.9950256348s, input_fired_time: 0.9076917171, output_fired_time: 0.8178352714, propagate_forward_time: 36.2648925781, propagate_backward_time: 54.4579467773, weight_update_time: 0.1318502277, other_time: 2.5466613770
epoch time: 7.8217215538s, input_fired_time: 0.1121912152, output_fired_time: 0.0000000000, propagate_forward_time: 7.2485513687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609789848
validation[          , genome  4687] predictions:    9626/  10000 (96.26%), best:    9641/10000 (96.41%), error:      1235.25684, best error:      1203.17249 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 94.9261703491s, input_fired_time: 0.9001431465, output_fired_time: 0.8132556081, propagate_forward_time: 36.2417984009, propagate_backward_time: 54.4485893250, weight_update_time: 0.1328859776, other_time: 2.5223808289
epoch time: 7.8000521660s, input_fired_time: 0.1100934595, output_fired_time: 0.0000000000, propagate_forward_time: 7.2271289825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628295898
validation[          , genome  4687] predictions:    9589/  10000 (95.89%), best:    9641/10000 (96.41%), error:      1375.45862, best error:      1203.17249 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 95.6521224976s, input_fired_time: 0.9124206305, output_fired_time: 0.8274613023, propagate_forward_time: 36.5047531128, propagate_backward_time: 54.8523750305, weight_update_time: 0.1345865279, other_time: 2.5551109314
epoch time: 7.8172283173s, input_fired_time: 0.1133223474, output_fired_time: 0.0000000000, propagate_forward_time: 7.2450280190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588780403
validation[          , genome  4687] predictions:    9628/  10000 (96.28%), best:    9641/10000 (96.41%), error:      1237.99194, best error:      1203.17249 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 95.0488052368s, input_fired_time: 0.9149839282, output_fired_time: 0.8224603534, propagate_forward_time: 36.2471084595, propagate_backward_time: 54.5191421509, weight_update_time: 0.1327843368, other_time: 2.5451049805
epoch time: 7.7697629929s, input_fired_time: 0.1129148826, output_fired_time: 0.0000000000, propagate_forward_time: 7.1973319054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595160484
validation[          , genome  4687] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1192.36035, best error:      1192.36035 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 94.3867111206s, input_fired_time: 0.8889764547, output_fired_time: 0.8097885847, propagate_forward_time: 36.0845680237, propagate_backward_time: 54.1358871460, weight_update_time: 0.1295734346, other_time: 2.4674873352
epoch time: 7.7853302956s, input_fired_time: 0.1113830954, output_fired_time: 0.0000000000, propagate_forward_time: 7.2206730843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532742500
validation[          , genome  4687] predictions:    9527/  10000 (95.27%), best:    9655/10000 (96.55%), error:      1481.50488, best error:      1192.36035 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.3127593994s, input_fired_time: 0.9192993641, output_fired_time: 0.8213580251, propagate_forward_time: 36.3609809875, propagate_backward_time: 54.6636695862, weight_update_time: 0.1325151622, other_time: 2.5474548340
epoch time: 7.8459663391s, input_fired_time: 0.1140023619, output_fired_time: 0.0000000000, propagate_forward_time: 7.2713308334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606332779
validation[          , genome  4687] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1179.04309, best error:      1179.04309 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.2798309326s, input_fired_time: 0.9166219234, output_fired_time: 0.8205170631, propagate_forward_time: 36.3345298767, propagate_backward_time: 54.6589050293, weight_update_time: 0.1328731924, other_time: 2.5492591858
epoch time: 7.8204498291s, input_fired_time: 0.1133026779, output_fired_time: 0.0000000000, propagate_forward_time: 7.2480425835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591045380
validation[          , genome  4687] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1176.78357, best error:      1176.78357 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 94.9536437988s, input_fired_time: 0.8959493637, output_fired_time: 0.8167569041, propagate_forward_time: 36.2587471008, propagate_backward_time: 54.5021896362, weight_update_time: 0.1307176650, other_time: 2.4799995422
epoch time: 7.8308572769s, input_fired_time: 0.1118695959, output_fired_time: 0.0000000000, propagate_forward_time: 7.2690911293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498963356
validation[          , genome  4687] predictions:    9595/  10000 (95.95%), best:    9643/10000 (96.43%), error:      1303.16479, best error:      1176.78357 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.6692276001s, input_fired_time: 0.9156407714, output_fired_time: 0.8258672953, propagate_forward_time: 36.4884681702, propagate_backward_time: 54.8953742981, weight_update_time: 0.1325626224, other_time: 2.5438766479
epoch time: 7.8302311897s, input_fired_time: 0.1139647961, output_fired_time: 0.0000000000, propagate_forward_time: 7.2561888695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600777626
validation[          , genome  4687] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1063.64978, best error:      1063.64978 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 94.3232498169s, input_fired_time: 0.9048691988, output_fired_time: 0.8100475073, propagate_forward_time: 35.9251213074, propagate_backward_time: 54.1378097534, weight_update_time: 0.1307950467, other_time: 2.5453987122
epoch time: 7.7517938614s, input_fired_time: 0.1127487198, output_fired_time: 0.0000000000, propagate_forward_time: 7.1794133186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596319199
validation[          , genome  4687] predictions:    9645/  10000 (96.45%), best:    9680/10000 (96.80%), error:      1141.44141, best error:      1063.64978 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.0410537720s, input_fired_time: 0.9074608088, output_fired_time: 0.8173722029, propagate_forward_time: 36.3006553650, propagate_backward_time: 54.5209312439, weight_update_time: 0.1320764571, other_time: 2.4946289063
epoch time: 7.8434505463s, input_fired_time: 0.1115317494, output_fired_time: 0.0000000000, propagate_forward_time: 7.2807078362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512109756
validation[          , genome  4687] predictions:    9661/  10000 (96.61%), best:    9680/10000 (96.80%), error:      1125.85193, best error:      1063.64978 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 94.9106369019s, input_fired_time: 0.8998081684, output_fired_time: 0.8182699680, propagate_forward_time: 36.2373962402, propagate_backward_time: 54.4729461670, weight_update_time: 0.1306707114, other_time: 2.4822158813
epoch time: 7.7863535881s, input_fired_time: 0.1129550412, output_fired_time: 0.0000000000, propagate_forward_time: 7.2239332199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494652748
validation[          , genome  4687] predictions:    9668/  10000 (96.68%), best:    9680/10000 (96.80%), error:      1098.17065, best error:      1063.64978 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 94.8007431030s, input_fired_time: 0.9070013165, output_fired_time: 0.8166190982, propagate_forward_time: 36.2059745789, propagate_backward_time: 54.3576622009, weight_update_time: 0.1329609752, other_time: 2.5134887695
epoch time: 7.7686758041s, input_fired_time: 0.1114599332, output_fired_time: 0.0000000000, propagate_forward_time: 7.2094902992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477257729
validation[          , genome  4687] predictions:    9601/  10000 (96.01%), best:    9680/10000 (96.80%), error:      1282.02295, best error:      1063.64978 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 94.8412399292s, input_fired_time: 0.9107344151, output_fired_time: 0.8146622181, propagate_forward_time: 36.1641120911, propagate_backward_time: 54.4107475281, weight_update_time: 0.1314298660, other_time: 2.5409851074
epoch time: 7.8182811737s, input_fired_time: 0.1151189506, output_fired_time: 0.0000000000, propagate_forward_time: 7.2435841560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595780373
validation[          , genome  4687] predictions:    9656/  10000 (96.56%), best:    9680/10000 (96.80%), error:      1150.56836, best error:      1063.64978 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 94.8678665161s, input_fired_time: 0.8992239833, output_fired_time: 0.8169597387, propagate_forward_time: 36.2242240906, propagate_backward_time: 54.4517173767, weight_update_time: 0.1307036579, other_time: 2.4757385254
epoch time: 7.8594169617s, input_fired_time: 0.1145371571, output_fired_time: 0.0000000000, propagate_forward_time: 7.2838325500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610471725
validation[          , genome  4687] predictions:    9639/  10000 (96.39%), best:    9680/10000 (96.80%), error:      1134.24524, best error:      1063.64978 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 95.0937500000s, input_fired_time: 0.9051198363, output_fired_time: 0.8201173544, propagate_forward_time: 36.2833137512, propagate_backward_time: 54.5844116211, weight_update_time: 0.1322503984, other_time: 2.5007896423
epoch time: 7.7527203560s, input_fired_time: 0.1137430817, output_fired_time: 0.0000000000, propagate_forward_time: 7.1812753677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577016830
validation[          , genome  4687] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1061.18640, best error:      1061.18640 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 95.0387802124s, input_fired_time: 0.8939342499, output_fired_time: 0.8207865357, propagate_forward_time: 36.2473144531, propagate_backward_time: 54.6168899536, weight_update_time: 0.1313102394, other_time: 2.4598541260
epoch time: 7.8200201988s, input_fired_time: 0.1122899204, output_fired_time: 0.0000000000, propagate_forward_time: 7.2612147331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465155602
validation[          , genome  4687] predictions:    9643/  10000 (96.43%), best:    9683/10000 (96.83%), error:      1138.44043, best error:      1061.18640 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.3919448853s, input_fired_time: 0.9071359038, output_fired_time: 0.8254693151, propagate_forward_time: 36.3885192871, propagate_backward_time: 54.7756042480, weight_update_time: 0.1324775666, other_time: 2.4952163696
epoch time: 7.7794938087s, input_fired_time: 0.1119704321, output_fired_time: 0.0000000000, propagate_forward_time: 7.2186923027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488310814
validation[          , genome  4687] predictions:    9623/  10000 (96.23%), best:    9683/10000 (96.83%), error:      1261.68921, best error:      1061.18640 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 94.5537185669s, input_fired_time: 0.9043665528, output_fired_time: 0.8097104430, propagate_forward_time: 36.0283699036, propagate_backward_time: 54.3275375366, weight_update_time: 0.1307723820, other_time: 2.4837379456
epoch time: 7.8242378235s, input_fired_time: 0.1132258177, output_fired_time: 0.0000000000, propagate_forward_time: 7.2627940178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482178688
validation[          , genome  4687] predictions:    9594/  10000 (95.94%), best:    9683/10000 (96.83%), error:      1307.01025, best error:      1061.18640 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 95.1784973145s, input_fired_time: 0.9214029312, output_fired_time: 0.8227337599, propagate_forward_time: 36.2465324402, propagate_backward_time: 54.6433906555, weight_update_time: 0.1332601756, other_time: 2.5444412231
epoch time: 7.8514108658s, input_fired_time: 0.1163589731, output_fired_time: 0.0000000000, propagate_forward_time: 7.2749447823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601073265
validation[          , genome  4687] predictions:    9628/  10000 (96.28%), best:    9683/10000 (96.83%), error:      1198.47791, best error:      1061.18640 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 94.6753005981s, input_fired_time: 0.9152967930, output_fired_time: 0.8147774935, propagate_forward_time: 36.0804939270, propagate_backward_time: 54.3235092163, weight_update_time: 0.1319338679, other_time: 2.5412178040
epoch time: 7.7763519287s, input_fired_time: 0.1145674959, output_fired_time: 0.0000000000, propagate_forward_time: 7.2036242485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581604004
validation[          , genome  4687] predictions:    9692/  10000 (96.92%), best:    9683/10000 (96.83%), error:      1088.78735, best error:      1061.18640 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.8052978516s, input_fired_time: 0.9024654031, output_fired_time: 0.8177354932, propagate_forward_time: 36.1125450134, propagate_backward_time: 54.4772644043, weight_update_time: 0.1310812831, other_time: 2.4952888489
epoch time: 7.7545928955s, input_fired_time: 0.1127260551, output_fired_time: 0.0000000000, propagate_forward_time: 7.1943345070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475321770
validation[          , genome  4687] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1107.32593, best error:      1061.18640 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 95.0991897583s, input_fired_time: 0.9028338194, output_fired_time: 0.8241233826, propagate_forward_time: 36.3304901123, propagate_backward_time: 54.5786514282, weight_update_time: 0.1316830367, other_time: 2.4630966187
epoch time: 7.8222060204s, input_fired_time: 0.1119636148, output_fired_time: 0.0000000000, propagate_forward_time: 7.2609462738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492959976
validation[          , genome  4687] predictions:    9583/  10000 (95.83%), best:    9683/10000 (96.83%), error:      1363.25745, best error:      1061.18640 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 95.0341262817s, input_fired_time: 0.9190316796, output_fired_time: 0.8175576925, propagate_forward_time: 36.2827835083, propagate_backward_time: 54.4618263245, weight_update_time: 0.1325954348, other_time: 2.5529289246
epoch time: 7.8436446190s, input_fired_time: 0.1151616946, output_fired_time: 0.0000000000, propagate_forward_time: 7.2691640854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593186378
validation[          , genome  4687] predictions:    9566/  10000 (95.66%), best:    9683/10000 (96.83%), error:      1371.73706, best error:      1061.18640 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 95.4889221191s, input_fired_time: 0.9221668243, output_fired_time: 0.8212313652, propagate_forward_time: 36.4057807922, propagate_backward_time: 54.7934303284, weight_update_time: 0.1336856037, other_time: 2.5463180542
epoch time: 7.8566360474s, input_fired_time: 0.1157520488, output_fired_time: 0.0000000000, propagate_forward_time: 7.2815918922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592919350
validation[          , genome  4687] predictions:    9661/  10000 (96.61%), best:    9683/10000 (96.83%), error:      1133.00195, best error:      1061.18640 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 95.4047622681s, input_fired_time: 0.9197828770, output_fired_time: 0.8196930885, propagate_forward_time: 36.4051437378, propagate_backward_time: 54.7317581177, weight_update_time: 0.1325792670, other_time: 2.5283813477
epoch time: 7.8530254364s, input_fired_time: 0.1154970378, output_fired_time: 0.0000000000, propagate_forward_time: 7.2766075134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609208107
validation[          , genome  4687] predictions:    9675/  10000 (96.75%), best:    9683/10000 (96.83%), error:      1094.65430, best error:      1061.18640 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 94.9574813843s, input_fired_time: 0.9185785651, output_fired_time: 0.8169413805, propagate_forward_time: 36.2100715637, propagate_backward_time: 54.4745025635, weight_update_time: 0.1336378455, other_time: 2.5373878479
epoch time: 7.8012099266s, input_fired_time: 0.1163918823, output_fired_time: 0.0000000000, propagate_forward_time: 7.2176494598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671688080
validation[          , genome  4687] predictions:    9659/  10000 (96.59%), best:    9683/10000 (96.83%), error:      1113.99121, best error:      1061.18640 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 94.9267196655s, input_fired_time: 0.9212779403, output_fired_time: 0.8182353377, propagate_forward_time: 36.2235832214, propagate_backward_time: 54.4244728088, weight_update_time: 0.1323111355, other_time: 2.5391464233
epoch time: 7.8060822487s, input_fired_time: 0.1145696491, output_fired_time: 0.0000000000, propagate_forward_time: 7.2296485901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618639946
validation[          , genome  4687] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1042.51831, best error:      1042.51831 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.8771591187s, input_fired_time: 0.9040640593, output_fired_time: 0.8168787956, propagate_forward_time: 36.2352638245, propagate_backward_time: 54.4529380798, weight_update_time: 0.1297839731, other_time: 2.4680175781
epoch time: 7.8190121651s, input_fired_time: 0.1133304909, output_fired_time: 0.0000000000, propagate_forward_time: 7.2549953461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506864548
validation[          , genome  4687] predictions:    9576/  10000 (95.76%), best:    9694/10000 (96.94%), error:      1430.28699, best error:      1042.51831 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.5862197876s, input_fired_time: 0.9312821627, output_fired_time: 0.8250138760, propagate_forward_time: 36.4810180664, propagate_backward_time: 54.7964782715, weight_update_time: 0.1360319257, other_time: 2.5524291992
epoch time: 7.8911037445s, input_fired_time: 0.1169689670, output_fired_time: 0.0000000000, propagate_forward_time: 7.3134102821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607243538
validation[          , genome  4687] predictions:    9649/  10000 (96.49%), best:    9694/10000 (96.94%), error:      1110.65222, best error:      1042.51831 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 94.9121856689s, input_fired_time: 0.9033413529, output_fired_time: 0.8170800209, propagate_forward_time: 36.2593193054, propagate_backward_time: 54.4668960571, weight_update_time: 0.1312064230, other_time: 2.4655494690
epoch time: 7.8123407364s, input_fired_time: 0.1135286689, output_fired_time: 0.0000000000, propagate_forward_time: 7.2499613762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488506317
validation[          , genome  4687] predictions:    9664/  10000 (96.64%), best:    9694/10000 (96.94%), error:      1141.98035, best error:      1042.51831 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 95.0901260376s, input_fired_time: 0.9123922586, output_fired_time: 0.8170494437, propagate_forward_time: 36.3081474304, propagate_backward_time: 54.5476188660, weight_update_time: 0.1309342980, other_time: 2.5049209595
epoch time: 7.8841242790s, input_fired_time: 0.1169078723, output_fired_time: 0.0000000000, propagate_forward_time: 7.3082361221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589800835
validation[          , genome  4687] predictions:    9648/  10000 (96.48%), best:    9694/10000 (96.94%), error:      1119.08069, best error:      1042.51831 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.8822097778s, input_fired_time: 0.9191136956, output_fired_time: 0.8159564137, propagate_forward_time: 36.1759757996, propagate_backward_time: 54.4297294617, weight_update_time: 0.1315400451, other_time: 2.5414352417
epoch time: 7.7733716965s, input_fired_time: 0.1157844588, output_fired_time: 0.0000000000, propagate_forward_time: 7.1984214783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591655731
validation[          , genome  4687] predictions:    9639/  10000 (96.39%), best:    9694/10000 (96.94%), error:      1180.24719, best error:      1042.51831 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.6849975586s, input_fired_time: 0.9034434557, output_fired_time: 0.8131445646, propagate_forward_time: 36.1885528564, propagate_backward_time: 54.3190574646, weight_update_time: 0.1298744977, other_time: 2.4608039856
epoch time: 7.8230533600s, input_fired_time: 0.1144175828, output_fired_time: 0.0000000000, propagate_forward_time: 7.2598652840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487705231
validation[          , genome  4687] predictions:    9665/  10000 (96.65%), best:    9694/10000 (96.94%), error:      1112.49341, best error:      1042.51831 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 95.2466278076s, input_fired_time: 0.9134181738, output_fired_time: 0.8251538277, propagate_forward_time: 36.3026046753, propagate_backward_time: 54.7093505859, weight_update_time: 0.1321974695, other_time: 2.4960937500
epoch time: 7.8359327316s, input_fired_time: 0.1144880876, output_fired_time: 0.0000000000, propagate_forward_time: 7.2710957527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503488541
validation[          , genome  4687] predictions:    9652/  10000 (96.52%), best:    9694/10000 (96.94%), error:      1117.09167, best error:      1042.51831 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 95.2799377441s, input_fired_time: 0.9304524064, output_fired_time: 0.8209080696, propagate_forward_time: 36.3311386108, propagate_backward_time: 54.6547775269, weight_update_time: 0.1324652135, other_time: 2.5426635742
epoch time: 7.8535370827s, input_fired_time: 0.1163389310, output_fired_time: 0.0000000000, propagate_forward_time: 7.2786159515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585824013
validation[          , genome  4687] predictions:    9670/  10000 (96.70%), best:    9694/10000 (96.94%), error:      1114.40845, best error:      1042.51831 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.3214874268s, input_fired_time: 0.9239534736, output_fired_time: 0.8186577559, propagate_forward_time: 36.3428573608, propagate_backward_time: 54.7013587952, weight_update_time: 0.1333895475, other_time: 2.5346641541
epoch time: 7.8268780708s, input_fired_time: 0.1161753014, output_fired_time: 0.0000000000, propagate_forward_time: 7.2513556480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593472481
validation[          , genome  4687] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1021.42303, best error:      1021.42303 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 94.8196563721s, input_fired_time: 0.9054207206, output_fired_time: 0.8168696165, propagate_forward_time: 36.2467575073, propagate_backward_time: 54.3843193054, weight_update_time: 0.1301645935, other_time: 2.4662895203
epoch time: 7.8199176788s, input_fired_time: 0.1144026890, output_fired_time: 0.0000000000, propagate_forward_time: 7.2558178902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496970177
validation[          , genome  4687] predictions:    9615/  10000 (96.15%), best:    9701/10000 (97.01%), error:      1223.16760, best error:      1021.42303 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 95.4167785645s, input_fired_time: 0.9106565118, output_fired_time: 0.8253561854, propagate_forward_time: 36.4212913513, propagate_backward_time: 54.7885475159, weight_update_time: 0.1325881779, other_time: 2.4709243774
epoch time: 7.8586649895s, input_fired_time: 0.1156114712, output_fired_time: 0.0000000000, propagate_forward_time: 7.2928037643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502496719
validation[          , genome  4687] predictions:    9627/  10000 (96.27%), best:    9701/10000 (97.01%), error:      1276.20874, best error:      1021.42303 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 95.2095031738s, input_fired_time: 0.9278146029, output_fired_time: 0.8232880831, propagate_forward_time: 36.3361473083, propagate_backward_time: 54.5949020386, weight_update_time: 0.1325685680, other_time: 2.5273475647
epoch time: 7.8181352615s, input_fired_time: 0.1153214276, output_fired_time: 0.0000000000, propagate_forward_time: 7.2526817322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501318932
validation[          , genome  4687] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1081.81470, best error:      1021.42303 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.6490325928s, input_fired_time: 0.9042378664, output_fired_time: 0.8097048998, propagate_forward_time: 36.1972770691, propagate_backward_time: 54.2602767944, weight_update_time: 0.1306212246, other_time: 2.4775352478
epoch time: 7.7894134521s, input_fired_time: 0.1142090932, output_fired_time: 0.0000000000, propagate_forward_time: 7.2225179672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526863098
validation[          , genome  4687] predictions:    9677/  10000 (96.77%), best:    9701/10000 (97.01%), error:      1099.59106, best error:      1021.42303 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 95.1069107056s, input_fired_time: 0.9209237099, output_fired_time: 0.8175888062, propagate_forward_time: 36.2997665405, propagate_backward_time: 54.5492782593, weight_update_time: 0.1319013685, other_time: 2.5193557739
epoch time: 7.8295540810s, input_fired_time: 0.1142249778, output_fired_time: 0.0000000000, propagate_forward_time: 7.2674307823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478983879
validation[          , genome  4687] predictions:    9699/  10000 (96.99%), best:    9701/10000 (97.01%), error:      1023.71039, best error:      1021.42303 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 95.5656890869s, input_fired_time: 0.9126957059, output_fired_time: 0.8225805163, propagate_forward_time: 36.5078353882, propagate_backward_time: 54.8449592590, weight_update_time: 0.1321460456, other_time: 2.4776191711
epoch time: 7.8501386642s, input_fired_time: 0.1147071943, output_fired_time: 0.0000000000, propagate_forward_time: 7.2876253128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478063583
validation[          , genome  4687] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1106.98022, best error:      1021.42303 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 94.8600921631s, input_fired_time: 0.9186577797, output_fired_time: 0.8152633309, propagate_forward_time: 36.2559242249, propagate_backward_time: 54.3503379822, weight_update_time: 0.1318608522, other_time: 2.5199127197
epoch time: 7.8213105202s, input_fired_time: 0.1148144454, output_fired_time: 0.0000000000, propagate_forward_time: 7.2570371628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494590759
validation[          , genome  4687] predictions:    9652/  10000 (96.52%), best:    9701/10000 (97.01%), error:      1132.69678, best error:      1021.42303 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.0103073120s, input_fired_time: 0.9102939963, output_fired_time: 0.8186373711, propagate_forward_time: 36.2854881287, propagate_backward_time: 54.5275230408, weight_update_time: 0.1309389472, other_time: 2.4683685303
epoch time: 7.8286681175s, input_fired_time: 0.1146469563, output_fired_time: 0.0000000000, propagate_forward_time: 7.2638244629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501967430
validation[          , genome  4687] predictions:    9676/  10000 (96.76%), best:    9701/10000 (97.01%), error:      1042.30481, best error:      1021.42303 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.6809234619s, input_fired_time: 0.9128241539, output_fired_time: 0.8121707439, propagate_forward_time: 36.1533279419, propagate_backward_time: 54.3099060059, weight_update_time: 0.1314546019, other_time: 2.4926910400
epoch time: 7.7804722786s, input_fired_time: 0.1144542843, output_fired_time: 0.0000000000, propagate_forward_time: 7.2152805328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507374763
validation[          , genome  4687] predictions:    9636/  10000 (96.36%), best:    9701/10000 (97.01%), error:      1184.88123, best error:      1021.42303 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 95.4741439819s, input_fired_time: 0.9200984836, output_fired_time: 0.8207757473, propagate_forward_time: 36.4131202698, propagate_backward_time: 54.8236007690, weight_update_time: 0.1318864673, other_time: 2.4965476990
epoch time: 7.7759685516s, input_fired_time: 0.1171048209, output_fired_time: 0.0000000000, propagate_forward_time: 7.2099151611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489483833
validation[          , genome  4687] predictions:    9655/  10000 (96.55%), best:    9701/10000 (97.01%), error:      1111.85315, best error:      1021.42303 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.6846923828s, input_fired_time: 0.9344376326, output_fired_time: 0.8223972321, propagate_forward_time: 36.4953002930, propagate_backward_time: 54.8877906799, weight_update_time: 0.1328317374, other_time: 2.5447654724
epoch time: 7.8657217026s, input_fired_time: 0.1174520850, output_fired_time: 0.0000000000, propagate_forward_time: 7.2895593643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587101936
validation[          , genome  4687] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1160.23547, best error:      1021.42303 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 94.4623184204s, input_fired_time: 0.9323631525, output_fired_time: 0.8143754601, propagate_forward_time: 35.9389076233, propagate_backward_time: 54.2404823303, weight_update_time: 0.1318735778, other_time: 2.5361862183
epoch time: 7.7743778229s, input_fired_time: 0.1169292480, output_fired_time: 0.0000000000, propagate_forward_time: 7.1977086067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597401619
validation[          , genome  4687] predictions:    9664/  10000 (96.64%), best:    9701/10000 (97.01%), error:      1110.22974, best error:      1021.42303 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 94.6848907471s, input_fired_time: 0.9236691594, output_fired_time: 0.8172703385, propagate_forward_time: 36.0601348877, propagate_backward_time: 54.3633689880, weight_update_time: 0.1323507875, other_time: 2.5204505920
epoch time: 7.8461046219s, input_fired_time: 0.1181837693, output_fired_time: 0.0000000000, propagate_forward_time: 7.2577776909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701433182
validation[          , genome  4687] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1105.03430, best error:      1021.42303 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 94.7595596313s, input_fired_time: 0.9321878552, output_fired_time: 0.8128493428, propagate_forward_time: 36.1458625793, propagate_backward_time: 54.3198127747, weight_update_time: 0.1320928186, other_time: 2.5488433838
epoch time: 7.8284344673s, input_fired_time: 0.1161304787, output_fired_time: 0.0000000000, propagate_forward_time: 7.2612400055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510641098
validation[          , genome  4687] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1074.71716, best error:      1021.42303 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 95.5250778198s, input_fired_time: 0.9344919324, output_fired_time: 0.8212076426, propagate_forward_time: 36.4073677063, propagate_backward_time: 54.8114128113, weight_update_time: 0.1346692294, other_time: 2.5505981445
epoch time: 7.8620939255s, input_fired_time: 0.1177271679, output_fired_time: 0.0000000000, propagate_forward_time: 7.2854871750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588794708
validation[          , genome  4687] predictions:    9664/  10000 (96.64%), best:    9701/10000 (97.01%), error:      1122.80603, best error:      1021.42303 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.8747406006s, input_fired_time: 0.9129523635, output_fired_time: 0.8201014996, propagate_forward_time: 36.2286720276, propagate_backward_time: 54.4508399963, weight_update_time: 0.1293568164, other_time: 2.4621810913
epoch time: 7.8074607849s, input_fired_time: 0.1161710173, output_fired_time: 0.0000000000, propagate_forward_time: 7.2436728477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476170540
validation[          , genome  4687] predictions:    9669/  10000 (96.69%), best:    9701/10000 (97.01%), error:      1105.64246, best error:      1021.42303 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 94.8119659424s, input_fired_time: 0.9370301366, output_fired_time: 0.8158966303, propagate_forward_time: 36.1610794067, propagate_backward_time: 54.3515167236, weight_update_time: 0.1318569779, other_time: 2.5464477539
epoch time: 7.8308382034s, input_fired_time: 0.1166575849, output_fired_time: 0.0000000000, propagate_forward_time: 7.2528162003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613642693
validation[          , genome  4687] predictions:    9663/  10000 (96.63%), best:    9701/10000 (97.01%), error:      1129.55212, best error:      1021.42303 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 95.1661605835s, input_fired_time: 0.9203809500, output_fired_time: 0.8183874488, propagate_forward_time: 36.3656044006, propagate_backward_time: 54.5891876221, weight_update_time: 0.1308274418, other_time: 2.4725990295
epoch time: 7.8614358902s, input_fired_time: 0.1166319698, output_fired_time: 0.0000000000, propagate_forward_time: 7.2946734428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501304626
validation[          , genome  4687] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1136.68945, best error:      1021.42303 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 95.0443878174s, input_fired_time: 0.9361776114, output_fired_time: 0.8183323741, propagate_forward_time: 36.2740783691, propagate_backward_time: 54.4705734253, weight_update_time: 0.1326070279, other_time: 2.5452270508
epoch time: 7.8308076859s, input_fired_time: 0.1169476509, output_fired_time: 0.0000000000, propagate_forward_time: 7.2547101974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591498375
validation[          , genome  4687] predictions:    9646/  10000 (96.46%), best:    9701/10000 (97.01%), error:      1127.87427, best error:      1021.42303 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 95.4118728638s, input_fired_time: 0.9351078868, output_fired_time: 0.8225706220, propagate_forward_time: 36.3749237061, propagate_backward_time: 54.7230148315, weight_update_time: 0.1332963854, other_time: 2.5562591553
epoch time: 7.7722411156s, input_fired_time: 0.1158054098, output_fired_time: 0.0000000000, propagate_forward_time: 7.2057356834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506998062
validation[          , genome  4687] predictions:    9647/  10000 (96.47%), best:    9701/10000 (97.01%), error:      1178.46191, best error:      1021.42303 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.6695251465s, input_fired_time: 0.9147900939, output_fired_time: 0.8122281432, propagate_forward_time: 36.0724334717, propagate_backward_time: 54.4101600647, weight_update_time: 0.1298857033, other_time: 2.4599189758
epoch time: 7.8052220345s, input_fired_time: 0.1152633727, output_fired_time: 0.0000000000, propagate_forward_time: 7.2337579727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562005997
validation[          , genome  4687] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1058.74731, best error:      1021.42303 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.2234954834s, input_fired_time: 0.9173313379, output_fired_time: 0.8244856000, propagate_forward_time: 36.3148193359, propagate_backward_time: 54.6996726990, weight_update_time: 0.1315323263, other_time: 2.4671897888
epoch time: 7.8228502274s, input_fired_time: 0.1190769672, output_fired_time: 0.0000000000, propagate_forward_time: 7.2453122139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584612846
validation[          , genome  4687] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1147.35645, best error:      1021.42303 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 94.7895965576s, input_fired_time: 0.9357886910, output_fired_time: 0.8155272007, propagate_forward_time: 36.1694755554, propagate_backward_time: 54.3220176697, weight_update_time: 0.1332148314, other_time: 2.5467834473
epoch time: 7.8522410393s, input_fired_time: 0.1193831787, output_fired_time: 0.0000000000, propagate_forward_time: 7.2709422112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619154930
validation[          , genome  4687] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1114.93530, best error:      1021.42303 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 95.2562179565s, input_fired_time: 0.9240552187, output_fired_time: 0.8269161582, propagate_forward_time: 36.3213996887, propagate_backward_time: 54.6926651001, weight_update_time: 0.1314532757, other_time: 2.4911766052
epoch time: 7.8236823082s, input_fired_time: 0.1173397377, output_fired_time: 0.0000000000, propagate_forward_time: 7.2593936920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469490051
validation[          , genome  4687] predictions:    9693/  10000 (96.93%), best:    9701/10000 (97.01%), error:      1033.22351, best error:      1021.42303 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.2605361938s, input_fired_time: 0.9327372313, output_fired_time: 0.8178124428, propagate_forward_time: 36.3596038818, propagate_backward_time: 54.6319084167, weight_update_time: 0.1326254457, other_time: 2.5184745789
epoch time: 7.8078875542s, input_fired_time: 0.1153586060, output_fired_time: 0.0000000000, propagate_forward_time: 7.2424774170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500513077
validation[          , genome  4687] predictions:    9675/  10000 (96.75%), best:    9701/10000 (97.01%), error:      1026.69067, best error:      1021.42303 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.6523895264s, input_fired_time: 0.9346699715, output_fired_time: 0.8157619834, propagate_forward_time: 36.0319328308, propagate_backward_time: 54.3295860291, weight_update_time: 0.1319859773, other_time: 2.5404357910
epoch time: 7.8536520004s, input_fired_time: 0.1194276586, output_fired_time: 0.0000000000, propagate_forward_time: 7.2721328735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620914459
validation[          , genome  4687] predictions:    9654/  10000 (96.54%), best:    9701/10000 (97.01%), error:      1138.32935, best error:      1021.42303 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 94.7689361572s, input_fired_time: 0.9146831632, output_fired_time: 0.8151140809, propagate_forward_time: 36.1196517944, propagate_backward_time: 54.4572868347, weight_update_time: 0.1315523684, other_time: 2.4622001648
epoch time: 7.7680363655s, input_fired_time: 0.1152334511, output_fired_time: 0.0000000000, propagate_forward_time: 7.2054171562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473857880
validation[          , genome  4687] predictions:    9658/  10000 (96.58%), best:    9701/10000 (97.01%), error:      1095.47681, best error:      1021.42303 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 94.6838989258s, input_fired_time: 0.9344869852, output_fired_time: 0.8152781725, propagate_forward_time: 36.1095199585, propagate_backward_time: 54.2877540588, weight_update_time: 0.1321363002, other_time: 2.5368614197
epoch time: 7.7728376389s, input_fired_time: 0.1182880178, output_fired_time: 0.0000000000, propagate_forward_time: 7.1963076591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582419395
validation[          , genome  4687] predictions:    9673/  10000 (96.73%), best:    9701/10000 (97.01%), error:      1053.72668, best error:      1021.42303 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.1614151001s, input_fired_time: 0.9210575819, output_fired_time: 0.8174039125, propagate_forward_time: 36.3305473328, propagate_backward_time: 54.6280326843, weight_update_time: 0.1306686401, other_time: 2.4643707275
epoch time: 7.8894720078s, input_fired_time: 0.1188603640, output_fired_time: 0.0000000000, propagate_forward_time: 7.3190732002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515385628
validation[          , genome  4687] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1046.07129, best error:      1021.42303 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 95.5401077271s, input_fired_time: 0.9278306961, output_fired_time: 0.8245905042, propagate_forward_time: 36.4808311462, propagate_backward_time: 54.8368072510, weight_update_time: 0.1322340220, other_time: 2.4700431824
epoch time: 7.7883849144s, input_fired_time: 0.1160386279, output_fired_time: 0.0000000000, propagate_forward_time: 7.2211031914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512429237
validation[          , genome  4687] predictions:    9662/  10000 (96.62%), best:    9701/10000 (97.01%), error:      1082.93188, best error:      1021.42303 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.8654403687s, input_fired_time: 0.9350605607, output_fired_time: 0.8152814507, propagate_forward_time: 36.1801757813, propagate_backward_time: 54.4189682007, weight_update_time: 0.1314093918, other_time: 2.5159530640
epoch time: 7.7392487526s, input_fired_time: 0.1158835515, output_fired_time: 0.0000000000, propagate_forward_time: 7.1709384918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524269104
validation[          , genome  4687] predictions:    9627/  10000 (96.27%), best:    9701/10000 (97.01%), error:      1191.75867, best error:      1021.42303 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 94.9736938477s, input_fired_time: 0.9329970479, output_fired_time: 0.8167896867, propagate_forward_time: 36.1986236572, propagate_backward_time: 54.5141448975, weight_update_time: 0.1325724274, other_time: 2.5111389160
epoch time: 7.8450989723s, input_fired_time: 0.1167626008, output_fired_time: 0.0000000000, propagate_forward_time: 7.2810773849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472589493
validation[          , genome  4687] predictions:    9654/  10000 (96.54%), best:    9701/10000 (97.01%), error:      1113.07629, best error:      1021.42303 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.2388839722s, input_fired_time: 0.9387356639, output_fired_time: 0.8204990029, propagate_forward_time: 36.3010787964, propagate_backward_time: 54.6279373169, weight_update_time: 0.1335702837, other_time: 2.5506362915
epoch time: 7.7683997154s, input_fired_time: 0.1190197021, output_fired_time: 0.0000000000, propagate_forward_time: 7.1906828880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586973190
validation[          , genome  4687] predictions:    9668/  10000 (96.68%), best:    9701/10000 (97.01%), error:      1063.04443, best error:      1021.42303 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.5391998291s, input_fired_time: 0.9162498713, output_fired_time: 0.8160181046, propagate_forward_time: 36.0232849121, propagate_backward_time: 54.3122825623, weight_update_time: 0.1308603734, other_time: 2.4713630676
epoch time: 7.7565598488s, input_fired_time: 0.1177801117, output_fired_time: 0.0000000000, propagate_forward_time: 7.1910276413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477519989
validation[          , genome  4687] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1088.31750, best error:      1021.42303 on epoch:    66, 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: 38.9170227051s, input_fired_time: 0.5725083351, output_fired_time: 0.0000000000, propagate_forward_time: 36.0314674377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3130455017
best training[          , genome  4687] predictions:   49195/  50000 (98.39%), best:    9701/10000 (97.01%), error:      2950.37744, best error:      1021.42303 on epoch:    66, 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: 7.7712116241s, input_fired_time: 0.1140839979, output_fired_time: 0.0000000000, propagate_forward_time: 7.2088499069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482779503
   testing[          , genome  4687] predictions:    9726/  10000 (97.26%), best:    9701/10000 (97.01%), error:       913.24677, best error:      1021.42303 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:50:04 (4976): called boinc_finish(0)

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