Nameexact_genome_1512568488_43_7114_1
Workunit2606860
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:31 UTC
Report deadline20 Dec 2017, 6:52:55 UTC
Received8 Dec 2017, 15:07:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 44 min 4 sec
CPU time4 hours 44 min 4 sec
Validate stateValid
Credit3,070.90
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.94 MB
Peak swap size153.72 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
8, weight_update_time: 0.1185307279, other_time: 2.9125213623
epoch time: 11.1562643051s, input_fired_time: 0.1698738039, output_fired_time: 0.0000000000, propagate_forward_time: 10.5240297318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623603821
validation[          , genome  7114] predictions:    9699/  10000 (96.99%), best:    9715/10000 (97.15%), error:       999.09540, best error:       914.45386 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 149.4955902100s, input_fired_time: 1.6152483225, output_fired_time: 1.0365203619, propagate_forward_time: 58.5282592773, propagate_backward_time: 85.5486755371, weight_update_time: 0.1176791266, other_time: 2.7668914795
epoch time: 11.1951313019s, input_fired_time: 0.1693825126, output_fired_time: 0.0000000000, propagate_forward_time: 10.5710620880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546871185
validation[          , genome  7114] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       970.67200, best error:       914.45386 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.5941925049s, input_fired_time: 1.5483603477, output_fired_time: 0.9699718356, propagate_forward_time: 53.9047088623, propagate_backward_time: 79.5552368164, weight_update_time: 0.1109344140, other_time: 2.6159210205
epoch time: 12.5098371506s, input_fired_time: 0.1757153869, output_fired_time: 0.0000000000, propagate_forward_time: 11.8660039902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681177139
validation[          , genome  7114] predictions:    9632/  10000 (96.32%), best:    9715/10000 (97.15%), error:      1242.30566, best error:       914.45386 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 149.9128723145s, input_fired_time: 1.5493594408, output_fired_time: 1.0293262005, propagate_forward_time: 58.5968856812, propagate_backward_time: 86.1302642822, weight_update_time: 0.1131745949, other_time: 2.6070327759
epoch time: 11.1599988937s, input_fired_time: 0.1660753340, output_fired_time: 0.0000000000, propagate_forward_time: 10.5317211151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622020721
validation[          , genome  7114] predictions:    9709/  10000 (97.09%), best:    9715/10000 (97.15%), error:       921.28046, best error:       914.45386 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 169.0087432861s, input_fired_time: 1.7112519741, output_fired_time: 1.1495393515, propagate_forward_time: 66.3266067505, propagate_backward_time: 96.8851928711, weight_update_time: 0.1291175783, other_time: 2.9361495972
epoch time: 12.6852397919s, input_fired_time: 0.1719171405, output_fired_time: 0.0000000000, propagate_forward_time: 12.0507469177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625759125
validation[          , genome  7114] predictions:    9685/  10000 (96.85%), best:    9715/10000 (97.15%), error:      1051.51245, best error:       914.45386 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 146.5419311523s, input_fired_time: 1.5657383204, output_fired_time: 1.0309165716, propagate_forward_time: 56.9156227112, propagate_backward_time: 84.4070663452, weight_update_time: 0.1138946712, other_time: 2.6225967407
epoch time: 11.0948200226s, input_fired_time: 0.1650387049, output_fired_time: 0.0000000000, propagate_forward_time: 10.4823102951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474706650
validation[          , genome  7114] predictions:    9674/  10000 (96.74%), best:    9715/10000 (97.15%), error:      1030.75500, best error:       914.45386 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 143.2877502441s, input_fired_time: 1.5684019327, output_fired_time: 1.0066891909, propagate_forward_time: 55.5733413696, propagate_backward_time: 82.4988403320, weight_update_time: 0.1132455394, other_time: 2.6404800415
epoch time: 11.0813550949s, input_fired_time: 0.1670934707, output_fired_time: 0.0000000000, propagate_forward_time: 10.4672746658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469871521
validation[          , genome  7114] predictions:    9641/  10000 (96.41%), best:    9715/10000 (97.15%), error:      1151.47510, best error:       914.45386 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 143.2616424561s, input_fired_time: 1.5943688154, output_fired_time: 1.0142419338, propagate_forward_time: 55.4313240051, propagate_backward_time: 82.4825592041, weight_update_time: 0.1153396964, other_time: 2.7391510010
epoch time: 11.4433307648s, input_fired_time: 0.1728376150, output_fired_time: 0.0000000000, propagate_forward_time: 10.7780103683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924831390
validation[          , genome  7114] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:      1084.91235, best error:       914.45386 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 150.2917938232s, input_fired_time: 1.6337686777, output_fired_time: 1.0405660868, propagate_forward_time: 58.5360260010, propagate_backward_time: 86.2755737305, weight_update_time: 0.1345804185, other_time: 2.8058471680
epoch time: 14.8688116074s, input_fired_time: 0.2062409669, output_fired_time: 0.0000000000, propagate_forward_time: 14.1221323013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404386520
validation[          , genome  7114] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:       983.34894, best error:       914.45386 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 152.2144470215s, input_fired_time: 1.6324783564, output_fired_time: 1.0555107594, propagate_forward_time: 59.3159370422, propagate_backward_time: 87.3681335449, weight_update_time: 0.1217506602, other_time: 2.8423919678
epoch time: 11.0860385895s, input_fired_time: 0.1698752046, output_fired_time: 0.0000000000, propagate_forward_time: 10.4593706131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567928314
validation[          , genome  7114] predictions:    9686/  10000 (96.86%), best:    9715/10000 (97.15%), error:       984.29669, best error:       914.45386 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 172.2358245850s, input_fired_time: 1.7216809988, output_fired_time: 1.1607837677, propagate_forward_time: 67.5323333740, propagate_backward_time: 98.9314575195, weight_update_time: 0.1291808039, other_time: 2.8895721436
epoch time: 11.1546964645s, input_fired_time: 0.1700448394, output_fired_time: 0.0000000000, propagate_forward_time: 10.5253047943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593467712
validation[          , genome  7114] predictions:    9693/  10000 (96.93%), best:    9715/10000 (97.15%), error:      1005.77869, best error:       914.45386 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 158.2279357910s, input_fired_time: 1.6134234667, output_fired_time: 1.0780802965, propagate_forward_time: 61.9271697998, propagate_backward_time: 90.9195709229, weight_update_time: 0.1182593629, other_time: 2.6896972656
epoch time: 13.0283460617s, input_fired_time: 0.1780783534, output_fired_time: 0.0000000000, propagate_forward_time: 12.3633460999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869213104
validation[          , genome  7114] predictions:    9683/  10000 (96.83%), best:    9715/10000 (97.15%), error:      1105.72974, best error:       914.45386 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 162.8702239990s, input_fired_time: 1.6539804935, output_fired_time: 1.1109784842, propagate_forward_time: 63.5966186523, propagate_backward_time: 93.7485275269, weight_update_time: 0.1223486960, other_time: 2.7601242065
epoch time: 12.8516960144s, input_fired_time: 0.1774967909, output_fired_time: 0.0000000000, propagate_forward_time: 12.1980552673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761438370
validation[          , genome  7114] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       865.22522, best error:       865.22522 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 166.2899475098s, input_fired_time: 1.6719928980, output_fired_time: 1.1289000511, propagate_forward_time: 64.9123306274, propagate_backward_time: 95.7589797974, weight_update_time: 0.1245658025, other_time: 2.8177337646
epoch time: 12.2843818665s, input_fired_time: 0.1737678349, output_fired_time: 0.0000000000, propagate_forward_time: 11.6444339752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661798477
validation[          , genome  7114] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       839.40680, best error:       839.40680 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 144.4156341553s, input_fired_time: 1.5948945284, output_fired_time: 1.0094277859, propagate_forward_time: 56.3195610046, propagate_backward_time: 82.7735900879, weight_update_time: 0.1162140593, other_time: 2.7181549072
epoch time: 15.5526771545s, input_fired_time: 0.2141786367, output_fired_time: 0.0000000000, propagate_forward_time: 14.7709836960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675144196
validation[          , genome  7114] predictions:    9703/  10000 (97.03%), best:    9760/10000 (97.60%), error:       978.69476, best error:       839.40680 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 149.3438568115s, input_fired_time: 1.6293630600, output_fired_time: 1.0357165337, propagate_forward_time: 58.4409065247, propagate_backward_time: 85.4812164307, weight_update_time: 0.1191730872, other_time: 2.7566528320
epoch time: 11.7915573120s, input_fired_time: 0.1777926981, output_fired_time: 0.0000000000, propagate_forward_time: 11.1414537430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723110199
validation[          , genome  7114] predictions:    9713/  10000 (97.13%), best:    9760/10000 (97.60%), error:       933.48486, best error:       839.40680 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 145.2026977539s, input_fired_time: 1.5909843445, output_fired_time: 1.0180569887, propagate_forward_time: 56.4979629517, propagate_backward_time: 83.3909149170, weight_update_time: 0.1174299642, other_time: 2.7047805786
epoch time: 11.7721471786s, input_fired_time: 0.1754069030, output_fired_time: 0.0000000000, propagate_forward_time: 11.1426906586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540500641
validation[          , genome  7114] predictions:    9704/  10000 (97.04%), best:    9760/10000 (97.60%), error:       920.31818, best error:       839.40680 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 148.2341003418s, input_fired_time: 1.6053431034, output_fired_time: 1.0297678709, propagate_forward_time: 57.9954719543, propagate_backward_time: 84.8972854614, weight_update_time: 0.1176651195, other_time: 2.7062301636
epoch time: 11.6966743469s, input_fired_time: 0.1731014401, output_fired_time: 0.0000000000, propagate_forward_time: 11.0589942932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645786285
validation[          , genome  7114] predictions:    9718/  10000 (97.18%), best:    9760/10000 (97.60%), error:       920.17523, best error:       839.40680 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 173.4095916748s, input_fired_time: 1.7115795612, output_fired_time: 1.1698745489, propagate_forward_time: 68.0454711914, propagate_backward_time: 99.6080017090, weight_update_time: 0.1277494878, other_time: 2.8746643066
epoch time: 14.2725906372s, input_fired_time: 0.1914713830, output_fired_time: 0.0000000000, propagate_forward_time: 13.5665531158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145664215
validation[          , genome  7114] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       857.94995, best error:       839.40680 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 173.7991333008s, input_fired_time: 1.7006777525, output_fired_time: 1.1696112156, propagate_forward_time: 68.3581619263, propagate_backward_time: 99.7388992310, weight_update_time: 0.1267899573, other_time: 2.8317718506
epoch time: 13.5849933624s, input_fired_time: 0.1818677485, output_fired_time: 0.0000000000, propagate_forward_time: 12.9030485153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000772476
validation[          , genome  7114] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       904.84155, best error:       839.40680 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 160.5487213135s, input_fired_time: 1.6367143393, output_fired_time: 1.0926505327, propagate_forward_time: 62.9051170349, propagate_backward_time: 92.1979293823, weight_update_time: 0.1204186901, other_time: 2.7163009644
epoch time: 15.4763860703s, input_fired_time: 0.2138404697, output_fired_time: 0.0000000000, propagate_forward_time: 14.7095298767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530157089
validation[          , genome  7114] predictions:    9709/  10000 (97.09%), best:    9760/10000 (97.60%), error:       972.77576, best error:       839.40680 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 156.9800872803s, input_fired_time: 1.6455090046, output_fired_time: 1.0682075024, propagate_forward_time: 61.3970870972, propagate_backward_time: 90.1337509155, weight_update_time: 0.1205616593, other_time: 2.7355346680
epoch time: 13.4587249756s, input_fired_time: 0.1922005117, output_fired_time: 0.0000000000, propagate_forward_time: 12.7566022873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099220276
validation[          , genome  7114] predictions:    9736/  10000 (97.36%), best:    9760/10000 (97.60%), error:       858.32159, best error:       839.40680 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.6305999756s, input_fired_time: 1.6507049799, output_fired_time: 1.0532974005, propagate_forward_time: 59.7537422180, propagate_backward_time: 87.3319854736, weight_update_time: 0.1222622097, other_time: 2.8408660889
epoch time: 13.4872016907s, input_fired_time: 0.1952981204, output_fired_time: 0.0000000000, propagate_forward_time: 12.7741527557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177507401
validation[          , genome  7114] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       902.03717, best error:       839.40680 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 151.1594085693s, input_fired_time: 1.6493667364, output_fired_time: 1.0382764339, propagate_forward_time: 59.1813354492, propagate_backward_time: 86.5212326050, weight_update_time: 0.1188848838, other_time: 2.7692031860
epoch time: 13.5873746872s, input_fired_time: 0.1972851902, output_fired_time: 0.0000000000, propagate_forward_time: 12.8789358139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111532211
validation[          , genome  7114] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       900.07642, best error:       839.40680 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 142.6890716553s, input_fired_time: 1.5993024111, output_fired_time: 1.0028057098, propagate_forward_time: 55.1543273926, propagate_backward_time: 82.2614822388, weight_update_time: 0.1160064712, other_time: 2.6711502075
epoch time: 11.5745887756s, input_fired_time: 0.1783609837, output_fired_time: 0.0000000000, propagate_forward_time: 10.9291458130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670820236
validation[          , genome  7114] predictions:    9740/  10000 (97.40%), best:    9760/10000 (97.60%), error:       868.83295, best error:       839.40680 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 156.5191040039s, input_fired_time: 1.6706848145, output_fired_time: 1.0845227242, propagate_forward_time: 61.1954917908, propagate_backward_time: 89.7684555054, weight_update_time: 0.1221051142, other_time: 2.7999496460
epoch time: 13.3196754456s, input_fired_time: 0.1947115958, output_fired_time: 0.0000000000, propagate_forward_time: 12.6251192093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998445511
validation[          , genome  7114] predictions:    9704/  10000 (97.04%), best:    9760/10000 (97.60%), error:       998.73450, best error:       839.40680 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 158.0135040283s, input_fired_time: 1.6272579432, output_fired_time: 1.0732448101, propagate_forward_time: 61.9152221680, propagate_backward_time: 90.7251663208, weight_update_time: 0.1180851236, other_time: 2.6726150513
epoch time: 11.2805290222s, input_fired_time: 0.1696759313, output_fired_time: 0.0000000000, propagate_forward_time: 10.6513233185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595298767
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       820.41296, best error:       820.41296 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 151.3159027100s, input_fired_time: 1.6081686020, output_fired_time: 1.0511538982, propagate_forward_time: 59.0815315247, propagate_backward_time: 86.8957290649, weight_update_time: 0.1184209436, other_time: 2.6793289185
epoch time: 15.6229066849s, input_fired_time: 0.2053559124, output_fired_time: 0.0000000000, propagate_forward_time: 14.8711166382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464344025
validation[          , genome  7114] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       797.40088, best error:       797.40088 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 162.7745819092s, input_fired_time: 1.6542986631, output_fired_time: 1.1111412048, propagate_forward_time: 63.7345085144, propagate_backward_time: 93.5358047485, weight_update_time: 0.1212355420, other_time: 2.7388229370
epoch time: 12.7024660110s, input_fired_time: 0.1775307506, output_fired_time: 0.0000000000, propagate_forward_time: 12.0552768707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696588516
validation[          , genome  7114] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       887.84637, best error:       797.40088 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 168.8443908691s, input_fired_time: 1.7148711681, output_fired_time: 1.1407206059, propagate_forward_time: 65.8976058960, propagate_backward_time: 97.1952285767, weight_update_time: 0.1282531619, other_time: 2.8959655762
epoch time: 13.9710226059s, input_fired_time: 0.2005830258, output_fired_time: 0.0000000000, propagate_forward_time: 13.2582035065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122356415
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       815.84772, best error:       797.40088 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.3384094238s, input_fired_time: 1.6334248781, output_fired_time: 1.0338451862, propagate_forward_time: 58.0723037720, propagate_backward_time: 85.8344802856, weight_update_time: 0.1180436462, other_time: 2.7643585205
epoch time: 11.0606031418s, input_fired_time: 0.1747923642, output_fired_time: 0.0000000000, propagate_forward_time: 10.4258079529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600028992
validation[          , genome  7114] predictions:    9681/  10000 (96.81%), best:    9764/10000 (97.64%), error:      1012.54523, best error:       797.40088 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 146.8909759521s, input_fired_time: 1.6415830851, output_fired_time: 1.0257848501, propagate_forward_time: 57.3267707825, propagate_backward_time: 84.2012023926, weight_update_time: 0.1179850250, other_time: 2.6956329346
epoch time: 10.9507131577s, input_fired_time: 0.1700571328, output_fired_time: 0.0000000000, propagate_forward_time: 10.3435535431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371023178
validation[          , genome  7114] predictions:    9725/  10000 (97.25%), best:    9764/10000 (97.64%), error:       908.38245, best error:       797.40088 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 140.3211212158s, input_fired_time: 1.5915986300, output_fired_time: 0.9818991423, propagate_forward_time: 54.6906585693, propagate_backward_time: 80.4012756348, weight_update_time: 0.1141999364, other_time: 2.6556854248
epoch time: 11.2076740265s, input_fired_time: 0.1739149243, output_fired_time: 0.0000000000, propagate_forward_time: 10.5909891129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427700043
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       823.00159, best error:       797.40088 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 153.1088714600s, input_fired_time: 1.6589338779, output_fired_time: 1.0483783484, propagate_forward_time: 59.7896804810, propagate_backward_time: 87.8231201172, weight_update_time: 0.1205012575, other_time: 2.7887496948
epoch time: 13.7184581757s, input_fired_time: 0.1939674020, output_fired_time: 0.0000000000, propagate_forward_time: 13.0217761993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027141571
validation[          , genome  7114] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       877.15674, best error:       797.40088 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 164.9369049072s, input_fired_time: 1.6998125315, output_fired_time: 1.1186221838, propagate_forward_time: 64.3921661377, propagate_backward_time: 94.9218826294, weight_update_time: 0.1251214147, other_time: 2.8044204712
epoch time: 15.8661794662s, input_fired_time: 0.2074147761, output_fired_time: 0.0000000000, propagate_forward_time: 15.1035156250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552492142
validation[          , genome  7114] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       860.58392, best error:       797.40088 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 156.1857147217s, input_fired_time: 1.6467273235, output_fired_time: 1.0738736391, propagate_forward_time: 60.7988243103, propagate_backward_time: 89.9137954712, weight_update_time: 0.1210534349, other_time: 2.7524948120
epoch time: 13.6290569305s, input_fired_time: 0.1904282570, output_fired_time: 0.0000000000, propagate_forward_time: 12.9340791702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045499802
validation[          , genome  7114] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       812.63062, best error:       797.40088 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 162.2931823730s, input_fired_time: 1.6802216768, output_fired_time: 1.1027213335, propagate_forward_time: 63.6281242371, propagate_backward_time: 93.0982589722, weight_update_time: 0.1230640039, other_time: 2.7838516235
epoch time: 13.4790410995s, input_fired_time: 0.1848079711, output_fired_time: 0.0000000000, propagate_forward_time: 12.8011274338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931058884
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       827.95819, best error:       797.40088 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 168.2116394043s, input_fired_time: 1.7038671970, output_fired_time: 1.1407665014, propagate_forward_time: 65.7708816528, propagate_backward_time: 96.7600860596, weight_update_time: 0.1261222363, other_time: 2.8360366821
epoch time: 11.2293252945s, input_fired_time: 0.1705780923, output_fired_time: 0.0000000000, propagate_forward_time: 10.6032285690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555187225
validation[          , genome  7114] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       831.78735, best error:       797.40088 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 151.1964721680s, input_fired_time: 1.6299433708, output_fired_time: 1.0484453440, propagate_forward_time: 58.8962707520, propagate_backward_time: 86.8623657227, weight_update_time: 0.1190846115, other_time: 2.7594451904
epoch time: 11.2246446609s, input_fired_time: 0.1717502773, output_fired_time: 0.0000000000, propagate_forward_time: 10.5898399353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630546570
validation[          , genome  7114] predictions:    9718/  10000 (97.18%), best:    9764/10000 (97.64%), error:       933.77509, best error:       797.40088 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 149.9850769043s, input_fired_time: 1.6560678482, output_fired_time: 1.0390330553, propagate_forward_time: 58.5337295532, propagate_backward_time: 85.9928817749, weight_update_time: 0.1205536872, other_time: 2.7633666992
epoch time: 14.2370023727s, input_fired_time: 0.2067867517, output_fired_time: 0.0000000000, propagate_forward_time: 13.5084724426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217428207
validation[          , genome  7114] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       798.53400, best error:       797.40088 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 151.3094024658s, input_fired_time: 1.6459861994, output_fired_time: 1.0553774834, propagate_forward_time: 58.5827713013, propagate_backward_time: 87.2335128784, weight_update_time: 0.1193576455, other_time: 2.7917633057
epoch time: 11.3411579132s, input_fired_time: 0.1760754436, output_fired_time: 0.0000000000, propagate_forward_time: 10.7091588974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559240341
validation[          , genome  7114] predictions:    9741/  10000 (97.41%), best:    9764/10000 (97.64%), error:       906.56421, best error:       797.40088 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 156.4107513428s, input_fired_time: 1.6725738049, output_fired_time: 1.0834387541, propagate_forward_time: 60.9156875610, propagate_backward_time: 89.9315872192, weight_update_time: 0.1231256127, other_time: 2.8074645996
epoch time: 14.9227695465s, input_fired_time: 0.2125158012, output_fired_time: 0.0000000000, propagate_forward_time: 14.1702585220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399951935
validation[          , genome  7114] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       840.46246, best error:       797.40088 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 143.9202117920s, input_fired_time: 1.6015470028, output_fired_time: 1.0074447393, propagate_forward_time: 55.8255844116, propagate_backward_time: 82.7939834595, weight_update_time: 0.1153413057, other_time: 2.6916503906
epoch time: 11.4212064743s, input_fired_time: 0.1754954457, output_fired_time: 0.0000000000, propagate_forward_time: 10.7917280197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539833069
validation[          , genome  7114] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       896.50604, best error:       797.40088 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 168.9356231689s, input_fired_time: 1.7076145411, output_fired_time: 1.1393681765, propagate_forward_time: 66.0760345459, propagate_backward_time: 97.1895523071, weight_update_time: 0.1253647953, other_time: 2.8230514526
epoch time: 12.1304330826s, input_fired_time: 0.1734962612, output_fired_time: 0.0000000000, propagate_forward_time: 11.4986181259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583187103
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       863.68927, best error:       797.40088 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 180.3953399658s, input_fired_time: 1.7824984789, output_fired_time: 1.2102316618, propagate_forward_time: 70.8352966309, propagate_backward_time: 103.6366958618, weight_update_time: 0.1324576288, other_time: 2.9306106567
epoch time: 12.1858654022s, input_fired_time: 0.1735767126, output_fired_time: 0.0000000000, propagate_forward_time: 11.5558996201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563894272
validation[          , genome  7114] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       882.52905, best error:       797.40088 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 167.1883850098s, input_fired_time: 1.7373076677, output_fired_time: 1.1399952173, propagate_forward_time: 65.3986434937, propagate_backward_time: 95.9977493286, weight_update_time: 0.1278068274, other_time: 2.9146881104
epoch time: 11.0086755753s, input_fired_time: 0.1732885242, output_fired_time: 0.0000000000, propagate_forward_time: 10.3903245926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450626373
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       823.42999, best error:       797.40088 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 148.2813262939s, input_fired_time: 1.6500439644, output_fired_time: 1.0288171768, propagate_forward_time: 57.6759986877, propagate_backward_time: 85.1634292603, weight_update_time: 0.1184572279, other_time: 2.7630386353
epoch time: 11.8593111038s, input_fired_time: 0.1853032112, output_fired_time: 0.0000000000, propagate_forward_time: 11.2120075226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619998932
validation[          , genome  7114] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       905.54382, best error:       797.40088 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 149.3444366455s, input_fired_time: 1.6547989845, output_fired_time: 1.0363240242, propagate_forward_time: 58.5365257263, propagate_backward_time: 85.4078979492, weight_update_time: 0.1189295426, other_time: 2.7088775635
epoch time: 12.3981361389s, input_fired_time: 0.1874140799, output_fired_time: 0.0000000000, propagate_forward_time: 11.7296075821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811143875
validation[          , genome  7114] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       805.94513, best error:       797.40088 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.4520111084s, input_fired_time: 1.6344730854, output_fired_time: 1.0352429152, propagate_forward_time: 57.3310317993, propagate_backward_time: 84.7328414917, weight_update_time: 0.1191258058, other_time: 2.7184143066
epoch time: 11.0391798019s, input_fired_time: 0.1744479537, output_fired_time: 0.0000000000, propagate_forward_time: 10.4167985916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479331970
validation[          , genome  7114] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       770.44080, best error:       770.44080 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.8357086182s, input_fired_time: 1.6430734396, output_fired_time: 1.0357363224, propagate_forward_time: 57.3967285156, propagate_backward_time: 85.0328826904, weight_update_time: 0.1180134043, other_time: 2.7272949219
epoch time: 11.2523488998s, input_fired_time: 0.1749889106, output_fired_time: 0.0000000000, propagate_forward_time: 10.6258602142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514999390
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       836.02509, best error:       770.44080 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 164.0670013428s, input_fired_time: 1.6829600334, output_fired_time: 1.1101989746, propagate_forward_time: 64.0473785400, propagate_backward_time: 94.4717330933, weight_update_time: 0.1219179034, other_time: 2.7547378540
epoch time: 16.1736602783s, input_fired_time: 0.2221205235, output_fired_time: 0.0000000000, propagate_forward_time: 15.3817195892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698204041
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       793.88074, best error:       770.44080 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 158.0784606934s, input_fired_time: 1.6467986107, output_fired_time: 1.0758980513, propagate_forward_time: 61.6684112549, propagate_backward_time: 91.0234222412, weight_update_time: 0.1177007407, other_time: 2.6639251709
epoch time: 11.9748659134s, input_fired_time: 0.1743829846, output_fired_time: 0.0000000000, propagate_forward_time: 11.3505067825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499759674
validation[          , genome  7114] predictions:    9710/  10000 (97.10%), best:    9770/10000 (97.70%), error:       957.40424, best error:       770.44080 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 167.4304504395s, input_fired_time: 1.7155374289, output_fired_time: 1.1342135668, propagate_forward_time: 65.4621505737, propagate_backward_time: 96.3156509399, weight_update_time: 0.1238768697, other_time: 2.8029022217
epoch time: 13.9204044342s, input_fired_time: 0.2010825723, output_fired_time: 0.0000000000, propagate_forward_time: 13.2087306976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105915070
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       789.29193, best error:       770.44080 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 150.3103027344s, input_fired_time: 1.6488572359, output_fired_time: 1.0380495787, propagate_forward_time: 58.5894927979, propagate_backward_time: 86.3276901245, weight_update_time: 0.1176479682, other_time: 2.7061996460
epoch time: 11.0186252594s, input_fired_time: 0.1736741513, output_fired_time: 0.0000000000, propagate_forward_time: 10.3979368210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470138550
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       795.04242, best error:       770.44080 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 148.1827239990s, input_fired_time: 1.6528784037, output_fired_time: 1.0305124521, propagate_forward_time: 57.6436767578, propagate_backward_time: 85.0918426514, weight_update_time: 0.1188267916, other_time: 2.7638092041
epoch time: 12.4821300507s, input_fired_time: 0.1963527054, output_fired_time: 0.0000000000, propagate_forward_time: 11.7975664139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882106781
validation[          , genome  7114] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       792.62958, best error:       770.44080 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.7574462891s, input_fired_time: 1.5717539787, output_fired_time: 0.9769550562, propagate_forward_time: 52.8401451111, propagate_backward_time: 79.7502899170, weight_update_time: 0.1122855693, other_time: 2.6183013916
epoch time: 13.0214719772s, input_fired_time: 0.1893523782, output_fired_time: 0.0000000000, propagate_forward_time: 12.3434448242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886751175
validation[          , genome  7114] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       814.94470, best error:       770.44080 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 164.0066680908s, input_fired_time: 1.7034648657, output_fired_time: 1.1123515368, propagate_forward_time: 64.1237564087, propagate_backward_time: 94.2267761230, weight_update_time: 0.1248539090, other_time: 2.8403244019
epoch time: 11.4961767197s, input_fired_time: 0.1811059713, output_fired_time: 0.0000000000, propagate_forward_time: 10.8477725983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672985077
validation[          , genome  7114] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       760.77924, best error:       760.77924 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 165.3703155518s, input_fired_time: 1.6933687925, output_fired_time: 1.1191054583, propagate_forward_time: 64.8293991089, propagate_backward_time: 94.9744644165, weight_update_time: 0.1223173887, other_time: 2.7539672852
epoch time: 11.8958911896s, input_fired_time: 0.1735678613, output_fired_time: 0.0000000000, propagate_forward_time: 11.2795953751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427280426
validation[          , genome  7114] predictions:    9704/  10000 (97.04%), best:    9777/10000 (97.77%), error:       977.53778, best error:       760.77924 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 155.4652099609s, input_fired_time: 1.6529905796, output_fired_time: 1.0645496845, propagate_forward_time: 60.7273864746, propagate_backward_time: 89.3055496216, weight_update_time: 0.1183627024, other_time: 2.7147445679
epoch time: 11.6731233597s, input_fired_time: 0.1833334416, output_fired_time: 0.0000000000, propagate_forward_time: 11.0287866592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610033035
validation[          , genome  7114] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       885.14319, best error:       760.77924 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 148.1926879883s, input_fired_time: 1.5759236813, output_fired_time: 1.0266772509, propagate_forward_time: 57.5286788940, propagate_backward_time: 85.5234832764, weight_update_time: 0.1108563915, other_time: 2.5379257202
epoch time: 12.0134487152s, input_fired_time: 0.1757605970, output_fired_time: 0.0000000000, propagate_forward_time: 11.3876104355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500780106
validation[          , genome  7114] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       797.74487, best error:       760.77924 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 155.1058654785s, input_fired_time: 1.6328961849, output_fired_time: 1.0723963976, propagate_forward_time: 60.7762145996, propagate_backward_time: 88.9993209839, weight_update_time: 0.1155567095, other_time: 2.6250381470
epoch time: 12.0903778076s, input_fired_time: 0.1771438271, output_fired_time: 0.0000000000, propagate_forward_time: 11.4569005966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563331604
validation[          , genome  7114] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       867.70160, best error:       760.77924 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 154.6965332031s, input_fired_time: 1.6391235590, output_fired_time: 1.0663673878, propagate_forward_time: 60.2602195740, propagate_backward_time: 89.0396881104, weight_update_time: 0.1158400625, other_time: 2.6911315918
epoch time: 13.9451723099s, input_fired_time: 0.1947847605, output_fired_time: 0.0000000000, propagate_forward_time: 13.2401418686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102453232
validation[          , genome  7114] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       804.43683, best error:       760.77924 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 170.8763122559s, input_fired_time: 1.7211945057, output_fired_time: 1.1489304304, propagate_forward_time: 67.0660629272, propagate_backward_time: 98.0746917725, weight_update_time: 0.1263045520, other_time: 2.8654403687
epoch time: 13.1057157516s, input_fired_time: 0.1864572912, output_fired_time: 0.0000000000, propagate_forward_time: 12.4275341034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917240143
validation[          , genome  7114] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       812.29285, best error:       760.77924 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 153.1768646240s, input_fired_time: 1.6199113131, output_fired_time: 1.0535501242, propagate_forward_time: 59.5589370728, propagate_backward_time: 88.3062210083, weight_update_time: 0.1158014759, other_time: 2.6382446289
epoch time: 15.6950435638s, input_fired_time: 0.2212405503, output_fired_time: 0.0000000000, propagate_forward_time: 14.9152917862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585107803
validation[          , genome  7114] predictions:    9763/  10000 (97.63%), best:    9777/10000 (97.77%), error:       789.58337, best error:       760.77924 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 167.9041748047s, input_fired_time: 1.7220257521, output_fired_time: 1.1377425194, propagate_forward_time: 65.6477050781, propagate_backward_time: 96.5545349121, weight_update_time: 0.1266218275, other_time: 2.8421630859
epoch time: 14.2474002838s, input_fired_time: 0.2026344836, output_fired_time: 0.0000000000, propagate_forward_time: 13.5308895111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138759613
validation[          , genome  7114] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       841.83185, best error:       760.77924 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 170.6890716553s, input_fired_time: 1.7336931229, output_fired_time: 1.1461185217, propagate_forward_time: 66.8115310669, propagate_backward_time: 98.1545104980, weight_update_time: 0.1263379753, other_time: 2.8432235718
epoch time: 12.5758972168s, input_fired_time: 0.1824543476, output_fired_time: 0.0000000000, propagate_forward_time: 11.9204711914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729719162
validation[          , genome  7114] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       839.85779, best error:       760.77924 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 164.4978942871s, input_fired_time: 1.7178428173, output_fired_time: 1.1193675995, propagate_forward_time: 64.2671432495, propagate_backward_time: 94.5802230835, weight_update_time: 0.1255676150, other_time: 2.8133087158
epoch time: 15.7018728256s, input_fired_time: 0.2235692143, output_fired_time: 0.0000000000, propagate_forward_time: 14.9177560806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605478287
validation[          , genome  7114] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       813.85077, best error:       760.77924 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 159.1758880615s, input_fired_time: 1.6909521818, output_fired_time: 1.0960631371, propagate_forward_time: 62.0040016174, propagate_backward_time: 91.6250228882, weight_update_time: 0.1218089834, other_time: 2.7598495483
epoch time: 12.0158262253s, input_fired_time: 0.1780014634, output_fired_time: 0.0000000000, propagate_forward_time: 11.3895626068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482622147
validation[          , genome  7114] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       776.88330, best error:       760.77924 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 153.8516082764s, input_fired_time: 1.6348788738, output_fired_time: 1.0633180141, propagate_forward_time: 60.0008621216, propagate_backward_time: 88.5304870605, weight_update_time: 0.1151516736, other_time: 2.6220626831
epoch time: 14.9538469315s, input_fired_time: 0.2124405354, output_fired_time: 0.0000000000, propagate_forward_time: 14.2044401169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369663239
validation[          , genome  7114] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       804.84247, best error:       760.77924 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 167.0280761719s, input_fired_time: 1.7024348974, output_fired_time: 1.1260976791, propagate_forward_time: 65.1363906860, propagate_backward_time: 96.2235565186, weight_update_time: 0.1233341545, other_time: 2.8395919800
epoch time: 12.4215717316s, input_fired_time: 0.1811539233, output_fired_time: 0.0000000000, propagate_forward_time: 11.7701921463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702253342
validation[          , genome  7114] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       824.89008, best error:       760.77924 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 156.5341033936s, input_fired_time: 1.6459037066, output_fired_time: 1.0710450411, propagate_forward_time: 61.1893615723, propagate_backward_time: 89.9603652954, weight_update_time: 0.1167029738, other_time: 2.6674270630
epoch time: 12.2655105591s, input_fired_time: 0.1827255338, output_fired_time: 0.0000000000, propagate_forward_time: 11.6282329559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545516968
validation[          , genome  7114] predictions:    9731/  10000 (97.31%), best:    9777/10000 (97.77%), error:       847.30493, best error:       760.77924 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 161.5054321289s, input_fired_time: 1.6763288975, output_fired_time: 1.1036241055, propagate_forward_time: 62.9729919434, propagate_backward_time: 93.0587768555, weight_update_time: 0.1196547821, other_time: 2.6937103271
epoch time: 13.8823404312s, input_fired_time: 0.2028746009, output_fired_time: 0.0000000000, propagate_forward_time: 13.1739397049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055265427
validation[          , genome  7114] predictions:    9763/  10000 (97.63%), best:    9777/10000 (97.77%), error:       772.78851, best error:       760.77924 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 163.2239685059s, input_fired_time: 1.6758195162, output_fired_time: 1.1207993031, propagate_forward_time: 63.7236824036, propagate_backward_time: 93.9897384644, weight_update_time: 0.1211817637, other_time: 2.7139205933
epoch time: 12.1364793777s, input_fired_time: 0.1776674539, output_fired_time: 0.0000000000, propagate_forward_time: 11.5059299469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528818130
validation[          , genome  7114] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       752.11133, best error:       752.11133 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 150.8808288574s, input_fired_time: 1.6800390482, output_fired_time: 1.0535045862, propagate_forward_time: 58.6185836792, propagate_backward_time: 86.7701034546, weight_update_time: 0.1198110655, other_time: 2.7586059570
epoch time: 12.3758764267s, input_fired_time: 0.1889839321, output_fired_time: 0.0000000000, propagate_forward_time: 11.7047958374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820966721
validation[          , genome  7114] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       896.39630, best error:       752.11133 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.4291992188s, input_fired_time: 1.6515808105, output_fired_time: 1.0327121019, propagate_forward_time: 57.7498474121, propagate_backward_time: 85.2923278809, weight_update_time: 0.1168876961, other_time: 2.7027282715
epoch time: 12.1695585251s, input_fired_time: 0.1790148169, output_fired_time: 0.0000000000, propagate_forward_time: 11.5318794250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586639404
validation[          , genome  7114] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       863.86621, best error:       752.11133 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 142.5657196045s, input_fired_time: 1.6157212257, output_fired_time: 1.0010050535, propagate_forward_time: 55.3789329529, propagate_backward_time: 81.9054489136, weight_update_time: 0.1138164997, other_time: 2.6646041870
epoch time: 11.2483854294s, input_fired_time: 0.1805965155, output_fired_time: 0.0000000000, propagate_forward_time: 10.6184339523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493551254
validation[          , genome  7114] predictions:    9686/  10000 (96.86%), best:    9762/10000 (97.62%), error:      1032.92078, best error:       752.11133 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 154.2654266357s, input_fired_time: 1.6537818909, output_fired_time: 1.0590169430, propagate_forward_time: 60.4458122253, propagate_backward_time: 88.4885787964, weight_update_time: 0.1149275154, other_time: 2.6182327271
epoch time: 12.1908416748s, input_fired_time: 0.1792237461, output_fired_time: 0.0000000000, propagate_forward_time: 11.5507249832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608926773
validation[          , genome  7114] predictions:    9759/  10000 (97.59%), best:    9762/10000 (97.62%), error:       830.91455, best error:       752.11133 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 163.8382568359s, input_fired_time: 1.6982874870, output_fired_time: 1.1081107855, propagate_forward_time: 63.8490982056, propagate_backward_time: 94.4127883911, weight_update_time: 0.1202731282, other_time: 2.7699737549
epoch time: 12.3542528152s, input_fired_time: 0.1818034202, output_fired_time: 0.0000000000, propagate_forward_time: 11.7038803101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685688019
validation[          , genome  7114] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       741.84674, best error:       741.84674 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 160.3429412842s, input_fired_time: 1.6712214947, output_fired_time: 1.1059170961, propagate_forward_time: 62.4682388306, propagate_backward_time: 92.4124069214, weight_update_time: 0.1179043278, other_time: 2.6851654053
epoch time: 15.0496425629s, input_fired_time: 0.2169151604, output_fired_time: 0.0000000000, propagate_forward_time: 14.2860307693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466966629
validation[          , genome  7114] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       771.96472, best error:       741.84674 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 151.3640594482s, input_fired_time: 1.6475614309, output_fired_time: 1.0416127443, propagate_forward_time: 59.1769943237, propagate_backward_time: 86.8687667847, weight_update_time: 0.1154537350, other_time: 2.6291198730
epoch time: 12.3405437469s, input_fired_time: 0.1836269647, output_fired_time: 0.0000000000, propagate_forward_time: 11.6940507889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628658295
validation[          , genome  7114] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       768.49353, best error:       741.84674 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.9685821533s, input_fired_time: 1.6327968836, output_fired_time: 1.0474002361, propagate_forward_time: 59.3172073364, propagate_backward_time: 87.3750915527, weight_update_time: 0.1139226928, other_time: 2.5960922241
epoch time: 12.1211194992s, input_fired_time: 0.1817861348, output_fired_time: 0.0000000000, propagate_forward_time: 11.4817237854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576091766
validation[          , genome  7114] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       864.04810, best error:       741.84674 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 159.0691528320s, input_fired_time: 1.7166296244, output_fired_time: 1.0861737728, propagate_forward_time: 62.2747192383, propagate_backward_time: 91.2206268311, weight_update_time: 0.1252923459, other_time: 2.7710113525
epoch time: 13.2038974762s, input_fired_time: 0.1915612221, output_fired_time: 0.0000000000, propagate_forward_time: 12.5310325623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813041687
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       825.33838, best error:       741.84674 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 147.9261474609s, input_fired_time: 1.6075416803, output_fired_time: 1.0300925970, propagate_forward_time: 57.7164039612, propagate_backward_time: 85.0552825928, weight_update_time: 0.1097118556, other_time: 2.5168304443
epoch time: 12.1924457550s, input_fired_time: 0.1822988242, output_fired_time: 0.0000000000, propagate_forward_time: 11.5494041443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607429504
validation[          , genome  7114] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       782.71460, best error:       741.84674 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 155.4541931152s, input_fired_time: 1.6705806255, output_fired_time: 1.0738749504, propagate_forward_time: 60.4697265625, propagate_backward_time: 89.5764923096, weight_update_time: 0.1172725409, other_time: 2.6635284424
epoch time: 12.2266216278s, input_fired_time: 0.1810665429, output_fired_time: 0.0000000000, propagate_forward_time: 11.5846776962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608774185
validation[          , genome  7114] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       816.90387, best error:       741.84674 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 154.6793518066s, input_fired_time: 1.6580516100, output_fired_time: 1.0599294901, propagate_forward_time: 60.1770553589, propagate_backward_time: 89.1194915771, weight_update_time: 0.1170740202, other_time: 2.6648178101
epoch time: 12.1725368500s, input_fired_time: 0.1811098307, output_fired_time: 0.0000000000, propagate_forward_time: 11.5285873413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628400803
validation[          , genome  7114] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       829.13879, best error:       741.84674 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 162.3850250244s, input_fired_time: 1.6939730644, output_fired_time: 1.1021065712, propagate_forward_time: 63.1769676208, propagate_backward_time: 93.6478576660, weight_update_time: 0.1198212579, other_time: 2.7641143799
epoch time: 12.1213378906s, input_fired_time: 0.1801301241, output_fired_time: 0.0000000000, propagate_forward_time: 11.4774513245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637565613
validation[          , genome  7114] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       836.46771, best error:       741.84674 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 160.5212707520s, input_fired_time: 1.6982851028, output_fired_time: 1.1025828123, propagate_forward_time: 63.1617774963, propagate_backward_time: 91.8318557739, weight_update_time: 0.1198001206, other_time: 2.7267684937
epoch time: 12.3617820740s, input_fired_time: 0.1955043226, output_fired_time: 0.0000000000, propagate_forward_time: 11.6903162003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759616852
validation[          , genome  7114] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       851.30750, best error:       741.84674 on epoch:    91, 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: 66.0983581543s, input_fired_time: 0.9966151118, output_fired_time: 0.0000000000, propagate_forward_time: 62.5724029541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5293426514
best training[          , genome  7114] predictions:   49694/  50000 (99.39%), best:    9768/10000 (97.68%), error:      1432.94519, best error:       741.84674 on epoch:    91, 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: 14.5358352661s, input_fired_time: 0.2021104395, output_fired_time: 0.0000000000, propagate_forward_time: 13.8001594543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335655212
   testing[          , genome  7114] predictions:    9789/  10000 (97.89%), best:    9768/10000 (97.68%), error:       737.88922, best error:       741.84674 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:14:16 (41996): called boinc_finish(0)

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