Nameexact_genome_1512568488_41_6342_0
Workunit2603014
Created7 Dec 2017, 19:19:46 UTC
Sent7 Dec 2017, 19:23:30 UTC
Report deadline13 Dec 2017, 11:46:56 UTC
Received8 Dec 2017, 14:05:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time2 hours 46 min 37 sec
CPU time2 hours 46 min 23 sec
Validate stateValid
Credit1,420.74
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.09 MB
Peak swap size151.85 MB
Peak disk usage1.02 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 91.4860763550s, input_fired_time: 1.1332498789, output_fired_time: 0.8320261240, propagate_forward_time: 35.3911514282, propagate_backward_time: 51.4275360107, weight_update_time: 0.1188685596, other_time: 2.7021179199
epoch time: 7.7027525902s, input_fired_time: 0.1299746335, output_fired_time: 0.0000000000, propagate_forward_time: 7.0928058624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799718857
validation[          , genome  6342] predictions:    9629/  10000 (96.29%), best:    9676/10000 (96.76%), error:      1262.60632, best error:      1148.90173 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 90.9674987793s, input_fired_time: 1.1261830330, output_fired_time: 0.8370344639, propagate_forward_time: 35.1462020874, propagate_backward_time: 51.1628952026, weight_update_time: 0.1181263849, other_time: 2.6951828003
epoch time: 7.6964907646s, input_fired_time: 0.1310829818, output_fired_time: 0.0000000000, propagate_forward_time: 7.0843162537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810914993
validation[          , genome  6342] predictions:    9624/  10000 (96.24%), best:    9676/10000 (96.76%), error:      1340.09961, best error:      1148.90173 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.8820343018s, input_fired_time: 1.1207568645, output_fired_time: 0.8200029135, propagate_forward_time: 34.7317237854, propagate_backward_time: 50.5070915222, weight_update_time: 0.1182188690, other_time: 2.7024612427
epoch time: 5.3667416573s, input_fired_time: 0.1066896245, output_fired_time: 0.0000000000, propagate_forward_time: 4.8598170280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002351761
validation[          , genome  6342] predictions:    9664/  10000 (96.64%), best:    9676/10000 (96.76%), error:      1163.97095, best error:      1148.90173 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.6223983765s, input_fired_time: 1.1199804544, output_fired_time: 0.8239063025, propagate_forward_time: 34.6346206665, propagate_backward_time: 50.3588333130, weight_update_time: 0.1171197444, other_time: 2.6850585938
epoch time: 7.6885690689s, input_fired_time: 0.1324889213, output_fired_time: 0.0000000000, propagate_forward_time: 7.0763025284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797778130
validation[          , genome  6342] predictions:    9661/  10000 (96.61%), best:    9676/10000 (96.76%), error:      1154.26501, best error:      1148.90173 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.1845321655s, input_fired_time: 1.1304706335, output_fired_time: 0.8311359882, propagate_forward_time: 35.2717208862, propagate_backward_time: 51.2693061829, weight_update_time: 0.1188564450, other_time: 2.6818962097
epoch time: 7.6910700798s, input_fired_time: 0.1340047568, output_fired_time: 0.0000000000, propagate_forward_time: 7.0775165558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795489311
validation[          , genome  6342] predictions:    9641/  10000 (96.41%), best:    9676/10000 (96.76%), error:      1200.60510, best error:      1148.90173 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.5949859619s, input_fired_time: 1.1226462126, output_fired_time: 0.8174572587, propagate_forward_time: 34.6525650024, propagate_backward_time: 50.3617439270, weight_update_time: 0.1166511327, other_time: 2.6405754089
epoch time: 7.7020950317s, input_fired_time: 0.1324654073, output_fired_time: 0.0000000000, propagate_forward_time: 7.0899047852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797248840
validation[          , genome  6342] predictions:    9663/  10000 (96.63%), best:    9676/10000 (96.76%), error:      1180.96326, best error:      1148.90173 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.6221771240s, input_fired_time: 1.1397842169, output_fired_time: 0.8402767777, propagate_forward_time: 35.4501800537, propagate_backward_time: 51.4951934814, weight_update_time: 0.1187488213, other_time: 2.6967391968
epoch time: 7.6950821877s, input_fired_time: 0.1318982989, output_fired_time: 0.0000000000, propagate_forward_time: 7.0918741226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713096619
validation[          , genome  6342] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1130.65649, best error:      1130.65649 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.4447784424s, input_fired_time: 1.1337745190, output_fired_time: 0.8370271921, propagate_forward_time: 35.3131408691, propagate_backward_time: 51.4600868225, weight_update_time: 0.1186737642, other_time: 2.7007484436
epoch time: 7.6844577789s, input_fired_time: 0.1336623430, output_fired_time: 0.0000000000, propagate_forward_time: 7.0694518089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813437462
validation[          , genome  6342] predictions:    9635/  10000 (96.35%), best:    9679/10000 (96.79%), error:      1163.35962, best error:      1130.65649 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 91.4475936890s, input_fired_time: 1.1382914782, output_fired_time: 0.8369808197, propagate_forward_time: 35.3533973694, propagate_backward_time: 51.4185295105, weight_update_time: 0.1189604849, other_time: 2.7003936768
epoch time: 7.6823430061s, input_fired_time: 0.1327532977, output_fired_time: 0.0000000000, propagate_forward_time: 7.0719561577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776334763
validation[          , genome  6342] predictions:    9572/  10000 (95.72%), best:    9679/10000 (96.79%), error:      1488.12732, best error:      1130.65649 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.6036148071s, input_fired_time: 1.1381107569, output_fired_time: 0.8424788713, propagate_forward_time: 35.5721092224, propagate_backward_time: 51.3184509277, weight_update_time: 0.1208552867, other_time: 2.7324714661
epoch time: 7.4055500031s, input_fired_time: 0.1296279728, output_fired_time: 0.0000000000, propagate_forward_time: 6.8085999489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673218727
validation[          , genome  6342] predictions:    9621/  10000 (96.21%), best:    9679/10000 (96.79%), error:      1247.74768, best error:      1130.65649 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.5503311157s, input_fired_time: 1.1450421810, output_fired_time: 0.8391575217, propagate_forward_time: 35.4103775024, propagate_backward_time: 51.4749336243, weight_update_time: 0.1181682423, other_time: 2.6808204651
epoch time: 7.6926903725s, input_fired_time: 0.1325446814, output_fired_time: 0.0000000000, propagate_forward_time: 7.0805864334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795594215
validation[          , genome  6342] predictions:    9652/  10000 (96.52%), best:    9679/10000 (96.79%), error:      1197.28125, best error:      1130.65649 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.0964431763s, input_fired_time: 1.1248089075, output_fired_time: 0.8153767586, propagate_forward_time: 35.3790054321, propagate_backward_time: 51.1173477173, weight_update_time: 0.1184062138, other_time: 2.6599044800
epoch time: 7.6978936195s, input_fired_time: 0.1341176480, output_fired_time: 0.0000000000, propagate_forward_time: 7.0895438194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742321968
validation[          , genome  6342] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1081.59814, best error:      1081.59814 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.0660171509s, input_fired_time: 1.1145683527, output_fired_time: 0.8128548265, propagate_forward_time: 33.9987373352, propagate_backward_time: 49.4855651855, weight_update_time: 0.1152475476, other_time: 2.6542854309
epoch time: 7.4196963310s, input_fired_time: 0.1320480406, output_fired_time: 0.0000000000, propagate_forward_time: 6.8238220215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638261795
validation[          , genome  6342] predictions:    9661/  10000 (96.61%), best:    9674/10000 (96.74%), error:      1150.68579, best error:      1081.59814 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 86.6098098755s, input_fired_time: 1.1055123806, output_fired_time: 0.8015317917, propagate_forward_time: 33.3078613281, propagate_backward_time: 48.7432899475, weight_update_time: 0.1132411808, other_time: 2.6516151428
epoch time: 6.3431525230s, input_fired_time: 0.1190701649, output_fired_time: 0.0000000000, propagate_forward_time: 5.7947263718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293560982
validation[          , genome  6342] predictions:    9620/  10000 (96.20%), best:    9674/10000 (96.74%), error:      1235.71118, best error:      1081.59814 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.5754852295s, input_fired_time: 1.1328426600, output_fired_time: 0.8338934183, propagate_forward_time: 34.9462051392, propagate_backward_time: 50.9539489746, weight_update_time: 0.1172310933, other_time: 2.7085952759
epoch time: 7.6648736000s, input_fired_time: 0.1339463145, output_fired_time: 0.0000000000, propagate_forward_time: 7.0557088852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752182961
validation[          , genome  6342] predictions:    9665/  10000 (96.65%), best:    9674/10000 (96.74%), error:      1090.71057, best error:      1081.59814 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 87.1100540161s, input_fired_time: 1.1076072454, output_fired_time: 0.8053485155, propagate_forward_time: 33.5861396790, propagate_backward_time: 48.9835853577, weight_update_time: 0.1141852960, other_time: 2.6273727417
epoch time: 7.6486954689s, input_fired_time: 0.1327880770, output_fired_time: 0.0000000000, propagate_forward_time: 7.0394592285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764480591
validation[          , genome  6342] predictions:    9609/  10000 (96.09%), best:    9674/10000 (96.74%), error:      1282.63489, best error:      1081.59814 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.9017257690s, input_fired_time: 1.1364098787, output_fired_time: 0.8334124088, propagate_forward_time: 35.1024665833, propagate_backward_time: 51.1501998901, weight_update_time: 0.1184293702, other_time: 2.6792335510
epoch time: 7.7118411064s, input_fired_time: 0.1332500130, output_fired_time: 0.0000000000, propagate_forward_time: 7.0984110832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801797867
validation[          , genome  6342] predictions:    9668/  10000 (96.68%), best:    9674/10000 (96.74%), error:      1096.63464, best error:      1081.59814 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 90.3909225464s, input_fired_time: 1.1326990128, output_fired_time: 0.8244674802, propagate_forward_time: 34.9046707153, propagate_backward_time: 50.8367843628, weight_update_time: 0.1162236407, other_time: 2.6922988892
epoch time: 7.3243861198s, input_fired_time: 0.1286531687, output_fired_time: 0.0000000000, propagate_forward_time: 6.7284288406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673042297
validation[          , genome  6342] predictions:    9677/  10000 (96.77%), best:    9674/10000 (96.74%), error:      1084.89990, best error:      1081.59814 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.1989593506s, input_fired_time: 1.1403323412, output_fired_time: 0.8344500065, propagate_forward_time: 35.2361297607, propagate_backward_time: 51.2919921875, weight_update_time: 0.1184124872, other_time: 2.6960525513
epoch time: 7.7188162804s, input_fired_time: 0.1349247843, output_fired_time: 0.0000000000, propagate_forward_time: 7.1043677330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795236588
validation[          , genome  6342] predictions:    9563/  10000 (95.63%), best:    9674/10000 (96.74%), error:      1471.68799, best error:      1081.59814 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 89.6005096436s, input_fired_time: 1.1320723295, output_fired_time: 0.8225445747, propagate_forward_time: 34.5424461365, propagate_backward_time: 50.4070167542, weight_update_time: 0.1172692478, other_time: 2.6964263916
epoch time: 7.7047538757s, input_fired_time: 0.1365211606, output_fired_time: 0.0000000000, propagate_forward_time: 7.0798778534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883546829
validation[          , genome  6342] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1069.67383, best error:      1069.67383 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.1861953735s, input_fired_time: 1.1446474791, output_fired_time: 0.8333597183, propagate_forward_time: 35.2550277710, propagate_backward_time: 51.2837600708, weight_update_time: 0.1189009920, other_time: 2.6694030762
epoch time: 7.6888179779s, input_fired_time: 0.1338359565, output_fired_time: 0.0000000000, propagate_forward_time: 7.0853748322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696073532
validation[          , genome  6342] predictions:    9674/  10000 (96.74%), best:    9690/10000 (96.90%), error:      1163.13293, best error:      1069.67383 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.4301910400s, input_fired_time: 1.1413509846, output_fired_time: 0.8324601650, propagate_forward_time: 35.3815689087, propagate_backward_time: 51.4215316772, weight_update_time: 0.1187298745, other_time: 2.6532821655
epoch time: 7.6867580414s, input_fired_time: 0.1332075745, output_fired_time: 0.0000000000, propagate_forward_time: 7.0809125900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726376534
validation[          , genome  6342] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1030.63367, best error:      1030.63367 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.2787246704s, input_fired_time: 1.1404064894, output_fired_time: 0.8350160122, propagate_forward_time: 35.3122596741, propagate_backward_time: 51.3656578064, weight_update_time: 0.1177653372, other_time: 2.6253890991
epoch time: 7.6793770790s, input_fired_time: 0.1352775842, output_fired_time: 0.0000000000, propagate_forward_time: 7.0727171898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713821411
validation[          , genome  6342] predictions:    9676/  10000 (96.76%), best:    9698/10000 (96.98%), error:      1088.95764, best error:      1030.63367 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 83.2842025757s, input_fired_time: 1.0784686804, output_fired_time: 0.7700259089, propagate_forward_time: 32.0488739014, propagate_backward_time: 46.8610916138, weight_update_time: 0.1090787575, other_time: 2.5257415771
epoch time: 4.9878978729s, input_fired_time: 0.1027868539, output_fired_time: 0.0000000000, propagate_forward_time: 4.5063104630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788003922
validation[          , genome  6342] predictions:    9664/  10000 (96.64%), best:    9698/10000 (96.98%), error:      1145.33765, best error:      1030.63367 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 89.1261825562s, input_fired_time: 1.1357840300, output_fired_time: 0.8250972033, propagate_forward_time: 34.4109802246, propagate_backward_time: 50.1136283875, weight_update_time: 0.1165873259, other_time: 2.6406974792
epoch time: 7.6865324974s, input_fired_time: 0.1359879375, output_fired_time: 0.0000000000, propagate_forward_time: 7.0815834999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689612389
validation[          , genome  6342] predictions:    9677/  10000 (96.77%), best:    9698/10000 (96.98%), error:      1100.23230, best error:      1030.63367 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.8312377930s, input_fired_time: 1.1339435577, output_fired_time: 0.8238985538, propagate_forward_time: 34.6799583435, propagate_backward_time: 50.5672683716, weight_update_time: 0.1167005822, other_time: 2.6261711121
epoch time: 7.7395472527s, input_fired_time: 0.1357927471, output_fired_time: 0.0000000000, propagate_forward_time: 7.1252593994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784951210
validation[          , genome  6342] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       988.02490, best error:       988.02490 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.6234512329s, input_fired_time: 1.1287992001, output_fired_time: 0.8238598108, propagate_forward_time: 34.5648460388, propagate_backward_time: 50.4898719788, weight_update_time: 0.1167981029, other_time: 2.6160736084
epoch time: 7.6767930984s, input_fired_time: 0.1340830475, output_fired_time: 0.0000000000, propagate_forward_time: 7.0786108971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640989304
validation[          , genome  6342] predictions:    9705/  10000 (97.05%), best:    9716/10000 (97.16%), error:      1034.19824, best error:       988.02490 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.6590881348s, input_fired_time: 1.1502672434, output_fired_time: 0.8356952071, propagate_forward_time: 35.4194068909, propagate_backward_time: 51.6098022461, weight_update_time: 0.1193876192, other_time: 2.6439170837
epoch time: 7.6611800194s, input_fired_time: 0.1363258660, output_fired_time: 0.0000000000, propagate_forward_time: 7.0564889908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683651924
validation[          , genome  6342] predictions:    9634/  10000 (96.34%), best:    9716/10000 (97.16%), error:      1183.68079, best error:       988.02490 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 91.7023162842s, input_fired_time: 1.1468358040, output_fired_time: 0.8358129263, propagate_forward_time: 35.4425697327, propagate_backward_time: 51.6441421509, weight_update_time: 0.1192217842, other_time: 2.6329536438
epoch time: 7.7037458420s, input_fired_time: 0.1348206103, output_fired_time: 0.0000000000, propagate_forward_time: 7.0933632851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755620956
validation[          , genome  6342] predictions:    9681/  10000 (96.81%), best:    9716/10000 (97.16%), error:      1046.31067, best error:       988.02490 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.8744506836s, input_fired_time: 1.1446442604, output_fired_time: 0.8317891955, propagate_forward_time: 35.0926361084, propagate_backward_time: 51.1583938599, weight_update_time: 0.1189988181, other_time: 2.6469879150
epoch time: 7.6899375916s, input_fired_time: 0.1341364980, output_fired_time: 0.0000000000, propagate_forward_time: 7.0865740776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692268372
validation[          , genome  6342] predictions:    9642/  10000 (96.42%), best:    9716/10000 (97.16%), error:      1177.33398, best error:       988.02490 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.7014389038s, input_fired_time: 1.1499980688, output_fired_time: 0.8402118087, propagate_forward_time: 35.4027709961, propagate_backward_time: 51.6456298828, weight_update_time: 0.1200936735, other_time: 2.6628265381
epoch time: 7.6710033417s, input_fired_time: 0.1362012029, output_fired_time: 0.0000000000, propagate_forward_time: 7.0653839111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694180489
validation[          , genome  6342] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:      1059.81104, best error:       988.02490 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.6706161499s, input_fired_time: 1.1552135944, output_fired_time: 0.8420674205, propagate_forward_time: 35.4402465820, propagate_backward_time: 51.5801963806, weight_update_time: 0.1181898937, other_time: 2.6528968811
epoch time: 7.6994328499s, input_fired_time: 0.1353061944, output_fired_time: 0.0000000000, propagate_forward_time: 7.0913009644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728255272
validation[          , genome  6342] predictions:    9670/  10000 (96.70%), best:    9716/10000 (97.16%), error:      1101.57239, best error:       988.02490 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.8929214478s, input_fired_time: 1.1638565063, output_fired_time: 0.8509266973, propagate_forward_time: 35.4968376160, propagate_backward_time: 51.6880149841, weight_update_time: 0.1176060736, other_time: 2.6932830811
epoch time: 7.6815137863s, input_fired_time: 0.1347769648, output_fired_time: 0.0000000000, propagate_forward_time: 7.0790271759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677095413
validation[          , genome  6342] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       981.62714, best error:       981.62714 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 92.0351867676s, input_fired_time: 1.1537915468, output_fired_time: 0.8406568170, propagate_forward_time: 35.6147308350, propagate_backward_time: 51.7631225586, weight_update_time: 0.1186627969, other_time: 2.6628799438
epoch time: 7.7329235077s, input_fired_time: 0.1408968270, output_fired_time: 0.0000000000, propagate_forward_time: 7.1193122864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727144241
validation[          , genome  6342] predictions:    9696/  10000 (96.96%), best:    9719/10000 (97.19%), error:      1064.44128, best error:       981.62714 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 92.1601562500s, input_fired_time: 1.1616691351, output_fired_time: 0.8460268974, propagate_forward_time: 35.6675643921, propagate_backward_time: 51.7895317078, weight_update_time: 0.1196172014, other_time: 2.6953697205
epoch time: 7.6708130836s, input_fired_time: 0.1345624328, output_fired_time: 0.0000000000, propagate_forward_time: 7.0663290024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699215889
validation[          , genome  6342] predictions:    9711/  10000 (97.11%), best:    9719/10000 (97.19%), error:      1014.09839, best error:       981.62714 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.2625579834s, input_fired_time: 1.1508328915, output_fired_time: 0.8362158537, propagate_forward_time: 35.3026695251, propagate_backward_time: 51.3095474243, weight_update_time: 0.1194480285, other_time: 2.6632957458
epoch time: 7.7132306099s, input_fired_time: 0.1374527961, output_fired_time: 0.0000000000, propagate_forward_time: 7.0983743668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774036407
validation[          , genome  6342] predictions:    9641/  10000 (96.41%), best:    9719/10000 (97.19%), error:      1229.91272, best error:       981.62714 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.6160583496s, input_fired_time: 1.1516549587, output_fired_time: 0.8331620693, propagate_forward_time: 35.4798851013, propagate_backward_time: 51.5171089172, weight_update_time: 0.1181926578, other_time: 2.6342468262
epoch time: 7.9185137749s, input_fired_time: 0.1517653018, output_fired_time: 0.0000000000, propagate_forward_time: 7.2687039375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980444908
validation[          , genome  6342] predictions:    9682/  10000 (96.82%), best:    9719/10000 (97.19%), error:      1075.55957, best error:       981.62714 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.5668563843s, input_fired_time: 1.1562056541, output_fired_time: 0.8401376009, propagate_forward_time: 35.3596458435, propagate_backward_time: 51.5398635864, weight_update_time: 0.1182109937, other_time: 2.6710014343
epoch time: 7.6988725662s, input_fired_time: 0.1347545534, output_fired_time: 0.0000000000, propagate_forward_time: 7.0917544365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723634720
validation[          , genome  6342] predictions:    9635/  10000 (96.35%), best:    9719/10000 (97.19%), error:      1178.75793, best error:       981.62714 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 91.6148300171s, input_fired_time: 1.1554955244, output_fired_time: 0.8298580647, propagate_forward_time: 35.4374694824, propagate_backward_time: 51.5349731445, weight_update_time: 0.1193351075, other_time: 2.6570358276
epoch time: 7.6707367897s, input_fired_time: 0.1354551464, output_fired_time: 0.0000000000, propagate_forward_time: 7.0682659149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670157433
validation[          , genome  6342] predictions:    9556/  10000 (95.56%), best:    9719/10000 (97.19%), error:      1529.08606, best error:       981.62714 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.8937835693s, input_fired_time: 1.1604225636, output_fired_time: 0.8462351561, propagate_forward_time: 35.4591827393, propagate_backward_time: 51.7751235962, weight_update_time: 0.1195787638, other_time: 2.6528167725
epoch time: 7.7138094902s, input_fired_time: 0.1343985200, output_fired_time: 0.0000000000, propagate_forward_time: 7.1067938805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726171494
validation[          , genome  6342] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:      1074.29993, best error:       981.62714 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.0476379395s, input_fired_time: 1.1571738720, output_fired_time: 0.8454166651, propagate_forward_time: 35.5332641602, propagate_backward_time: 51.8538017273, weight_update_time: 0.1202560216, other_time: 2.6579856873
epoch time: 7.7115049362s, input_fired_time: 0.1346360445, output_fired_time: 0.0000000000, propagate_forward_time: 7.1054415703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714274406
validation[          , genome  6342] predictions:    9696/  10000 (96.96%), best:    9719/10000 (97.19%), error:      1019.05048, best error:       981.62714 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.8484191895s, input_fired_time: 1.1567046642, output_fired_time: 0.8422831893, propagate_forward_time: 35.4555358887, propagate_backward_time: 51.7480850220, weight_update_time: 0.1191126704, other_time: 2.6458053589
epoch time: 7.7104763985s, input_fired_time: 0.1359321475, output_fired_time: 0.0000000000, propagate_forward_time: 7.1020240784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725203514
validation[          , genome  6342] predictions:    9695/  10000 (96.95%), best:    9719/10000 (97.19%), error:      1073.94775, best error:       981.62714 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.9625930786s, input_fired_time: 1.1614547968, output_fired_time: 0.8441212773, propagate_forward_time: 35.4923667908, propagate_backward_time: 51.7994041443, weight_update_time: 0.1194635257, other_time: 2.6652450562
epoch time: 7.7146110535s, input_fired_time: 0.1379317939, output_fired_time: 0.0000000000, propagate_forward_time: 7.1011629105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755163193
validation[          , genome  6342] predictions:    9709/  10000 (97.09%), best:    9719/10000 (97.19%), error:      1048.25269, best error:       981.62714 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 91.8766326904s, input_fired_time: 1.1610333920, output_fired_time: 0.8404054046, propagate_forward_time: 35.4824256897, propagate_backward_time: 51.7410736084, weight_update_time: 0.1187434569, other_time: 2.6516914368
epoch time: 7.7097530365s, input_fired_time: 0.1373686492, output_fired_time: 0.0000000000, propagate_forward_time: 7.1007080078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716763496
validation[          , genome  6342] predictions:    9717/  10000 (97.17%), best:    9719/10000 (97.19%), error:      1007.82532, best error:       981.62714 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.7072372437s, input_fired_time: 1.1622143984, output_fired_time: 0.8460440040, propagate_forward_time: 35.3739585876, propagate_backward_time: 51.6613731384, weight_update_time: 0.1196973920, other_time: 2.6636428833
epoch time: 7.6698398590s, input_fired_time: 0.1358445734, output_fired_time: 0.0000000000, propagate_forward_time: 7.0651335716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688615799
validation[          , genome  6342] predictions:    9682/  10000 (96.82%), best:    9719/10000 (97.19%), error:      1108.92163, best error:       981.62714 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.8897933960s, input_fired_time: 1.1587669849, output_fired_time: 0.8442081809, propagate_forward_time: 35.4416923523, propagate_backward_time: 51.8036842346, weight_update_time: 0.1184236184, other_time: 2.6414413452
epoch time: 7.7029852867s, input_fired_time: 0.1351490021, output_fired_time: 0.0000000000, propagate_forward_time: 7.0945086479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733276367
validation[          , genome  6342] predictions:    9607/  10000 (96.07%), best:    9719/10000 (97.19%), error:      1354.02930, best error:       981.62714 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.9138488770s, input_fired_time: 1.1576178074, output_fired_time: 0.8430620432, propagate_forward_time: 35.4698257446, propagate_backward_time: 51.7885894775, weight_update_time: 0.1197988689, other_time: 2.6547546387
epoch time: 7.7092723846s, input_fired_time: 0.1355492622, output_fired_time: 0.0000000000, propagate_forward_time: 7.1025223732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712009430
validation[          , genome  6342] predictions:    9662/  10000 (96.62%), best:    9719/10000 (97.19%), error:      1156.37061, best error:       981.62714 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 91.7197799683s, input_fired_time: 1.1579458714, output_fired_time: 0.8365034461, propagate_forward_time: 35.4397888184, propagate_backward_time: 51.6215591431, weight_update_time: 0.1191941202, other_time: 2.6639862061
epoch time: 7.7160959244s, input_fired_time: 0.1403755844, output_fired_time: 0.0000000000, propagate_forward_time: 7.0997447968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759755135
validation[          , genome  6342] predictions:    9698/  10000 (96.98%), best:    9719/10000 (97.19%), error:      1023.18951, best error:       981.62714 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.8757324219s, input_fired_time: 1.1621279716, output_fired_time: 0.8425765634, propagate_forward_time: 35.4726371765, propagate_backward_time: 51.7492294312, weight_update_time: 0.1195979193, other_time: 2.6491661072
epoch time: 7.6642208099s, input_fired_time: 0.1375233978, output_fired_time: 0.0000000000, propagate_forward_time: 7.0637059212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629917145
validation[          , genome  6342] predictions:    9707/  10000 (97.07%), best:    9719/10000 (97.19%), error:      1012.08417, best error:       981.62714 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.6807708740s, input_fired_time: 1.1573252678, output_fired_time: 0.8328908086, propagate_forward_time: 35.4196815491, propagate_backward_time: 51.6173057556, weight_update_time: 0.1191406175, other_time: 2.6535644531
epoch time: 7.6868791580s, input_fired_time: 0.1368672401, output_fired_time: 0.0000000000, propagate_forward_time: 7.0796937943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703183174
validation[          , genome  6342] predictions:    9685/  10000 (96.85%), best:    9719/10000 (97.19%), error:      1086.53662, best error:       981.62714 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 91.7660369873s, input_fired_time: 1.1574937105, output_fired_time: 0.8376178741, propagate_forward_time: 35.4667053223, propagate_backward_time: 51.6558341980, weight_update_time: 0.1187923178, other_time: 2.6483879089
epoch time: 7.7060990334s, input_fired_time: 0.1368102133, output_fired_time: 0.0000000000, propagate_forward_time: 7.0979261398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713625908
validation[          , genome  6342] predictions:    9677/  10000 (96.77%), best:    9719/10000 (97.19%), error:      1105.38477, best error:       981.62714 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.7418136597s, input_fired_time: 1.1559259892, output_fired_time: 0.8397074938, propagate_forward_time: 35.4370918274, propagate_backward_time: 51.6568527222, weight_update_time: 0.1190196574, other_time: 2.6522331238
epoch time: 7.7043886185s, input_fired_time: 0.1391965598, output_fired_time: 0.0000000000, propagate_forward_time: 7.0916113853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735808372
validation[          , genome  6342] predictions:    9666/  10000 (96.66%), best:    9719/10000 (97.19%), error:      1164.12085, best error:       981.62714 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.7717742920s, input_fired_time: 1.1593594551, output_fired_time: 0.8437042236, propagate_forward_time: 35.4307250977, propagate_backward_time: 51.6780281067, weight_update_time: 0.1201268137, other_time: 2.6599540710
epoch time: 7.6930861473s, input_fired_time: 0.1353994608, output_fired_time: 0.0000000000, propagate_forward_time: 7.0857577324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719290733
validation[          , genome  6342] predictions:    9681/  10000 (96.81%), best:    9719/10000 (97.19%), error:      1156.16614, best error:       981.62714 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.7208938599s, input_fired_time: 1.1605858803, output_fired_time: 0.8449772000, propagate_forward_time: 35.4157676697, propagate_backward_time: 51.6498184204, weight_update_time: 0.1188148186, other_time: 2.6497459412
epoch time: 7.6924982071s, input_fired_time: 0.1360524446, output_fired_time: 0.0000000000, propagate_forward_time: 7.0863246918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701209068
validation[          , genome  6342] predictions:    9712/  10000 (97.12%), best:    9719/10000 (97.19%), error:      1051.14893, best error:       981.62714 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 91.0565185547s, input_fired_time: 1.1568257809, output_fired_time: 0.8382947445, propagate_forward_time: 35.1332855225, propagate_backward_time: 51.2964820862, weight_update_time: 0.1183192655, other_time: 2.6316337585
epoch time: 7.6995086670s, input_fired_time: 0.1363958120, output_fired_time: 0.0000000000, propagate_forward_time: 7.0927028656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704098701
validation[          , genome  6342] predictions:    9637/  10000 (96.37%), best:    9719/10000 (97.19%), error:      1242.92395, best error:       981.62714 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.6633911133s, input_fired_time: 1.1572310925, output_fired_time: 0.8345324993, propagate_forward_time: 35.4264411926, propagate_backward_time: 51.6139717102, weight_update_time: 0.1185884848, other_time: 2.6312103271
epoch time: 7.6817488670s, input_fired_time: 0.1364863962, output_fired_time: 0.0000000000, propagate_forward_time: 7.0818762779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633860588
validation[          , genome  6342] predictions:    9678/  10000 (96.78%), best:    9719/10000 (97.19%), error:      1063.52454, best error:       981.62714 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.5286102295s, input_fired_time: 1.1556619406, output_fired_time: 0.8340765238, propagate_forward_time: 35.4151077271, propagate_backward_time: 51.4855804443, weight_update_time: 0.1179577634, other_time: 2.6381835938
epoch time: 7.6983876228s, input_fired_time: 0.1361341178, output_fired_time: 0.0000000000, propagate_forward_time: 7.0924806595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697728157
validation[          , genome  6342] predictions:    9666/  10000 (96.66%), best:    9719/10000 (97.19%), error:      1121.69910, best error:       981.62714 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.2095413208s, input_fired_time: 1.1503483057, output_fired_time: 0.8267117739, propagate_forward_time: 35.3268928528, propagate_backward_time: 51.2797126770, weight_update_time: 0.1178256497, other_time: 2.6258773804
epoch time: 7.6850614548s, input_fired_time: 0.1361762285, output_fired_time: 0.0000000000, propagate_forward_time: 7.0844287872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644565582
validation[          , genome  6342] predictions:    9706/  10000 (97.06%), best:    9719/10000 (97.19%), error:      1051.40601, best error:       981.62714 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.8540802002s, input_fired_time: 1.1518070698, output_fired_time: 0.8285169005, propagate_forward_time: 35.1609344482, propagate_backward_time: 51.0930099487, weight_update_time: 0.1172238812, other_time: 2.6198120117
epoch time: 7.7066493034s, input_fired_time: 0.1380710602, output_fired_time: 0.0000000000, propagate_forward_time: 7.0875487328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810295105
validation[          , genome  6342] predictions:    9691/  10000 (96.91%), best:    9719/10000 (97.19%), error:      1066.18188, best error:       981.62714 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.3592681885s, input_fired_time: 1.1574112177, output_fired_time: 0.8365273476, propagate_forward_time: 35.3509864807, propagate_backward_time: 51.3756637573, weight_update_time: 0.1169668064, other_time: 2.6386833191
epoch time: 7.6940045357s, input_fired_time: 0.1374921501, output_fired_time: 0.0000000000, propagate_forward_time: 7.0860323906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704799652
validation[          , genome  6342] predictions:    9666/  10000 (96.66%), best:    9719/10000 (97.19%), error:      1160.26001, best error:       981.62714 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.4548568726s, input_fired_time: 1.1586889029, output_fired_time: 0.8365263343, propagate_forward_time: 35.3816299438, propagate_backward_time: 51.4428100586, weight_update_time: 0.1178506836, other_time: 2.6352005005
epoch time: 7.7023844719s, input_fired_time: 0.1385219246, output_fired_time: 0.0000000000, propagate_forward_time: 7.0930008888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708614349
validation[          , genome  6342] predictions:    9652/  10000 (96.52%), best:    9719/10000 (97.19%), error:      1265.07996, best error:       981.62714 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.2299499512s, input_fired_time: 1.1486064196, output_fired_time: 0.8134492636, propagate_forward_time: 35.4078598022, propagate_backward_time: 51.2403411865, weight_update_time: 0.1176618934, other_time: 2.6196975708
epoch time: 7.6667184830s, input_fired_time: 0.1362895072, output_fired_time: 0.0000000000, propagate_forward_time: 7.0665059090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639229774
validation[          , genome  6342] predictions:    9659/  10000 (96.59%), best:    9719/10000 (97.19%), error:      1239.10498, best error:       981.62714 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.4979400635s, input_fired_time: 1.1626046896, output_fired_time: 0.8321756721, propagate_forward_time: 35.4096832275, propagate_backward_time: 51.4645042419, weight_update_time: 0.1176452562, other_time: 2.6289710999
epoch time: 7.6914248466s, input_fired_time: 0.1370885372, output_fired_time: 0.0000000000, propagate_forward_time: 7.0825748444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717617035
validation[          , genome  6342] predictions:    9707/  10000 (97.07%), best:    9719/10000 (97.19%), error:      1055.27551, best error:       981.62714 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 89.9034271240s, input_fired_time: 1.1519640684, output_fired_time: 0.8267527819, propagate_forward_time: 34.7108917236, propagate_backward_time: 50.6013412476, weight_update_time: 0.1164643168, other_time: 2.6124801636
epoch time: 7.6841144562s, input_fired_time: 0.1375087798, output_fired_time: 0.0000000000, propagate_forward_time: 7.0819048882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647006989
validation[          , genome  6342] predictions:    9706/  10000 (97.06%), best:    9719/10000 (97.19%), error:      1035.67212, best error:       981.62714 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.6933898926s, input_fired_time: 1.1400920153, output_fired_time: 0.8160917759, propagate_forward_time: 34.2171478271, propagate_backward_time: 49.9177551270, weight_update_time: 0.1145177260, other_time: 2.6023025513
epoch time: 7.7039780617s, input_fired_time: 0.1367023289, output_fired_time: 0.0000000000, propagate_forward_time: 7.0964641571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708113670
validation[          , genome  6342] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1157.31030, best error:       981.62714 on epoch:    46, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.0924606323s, input_fired_time: 1.1613084078, output_fired_time: 0.8385334611, propagate_forward_time: 35.1838264465, propagate_backward_time: 51.2564010620, weight_update_time: 0.1181503981, other_time: 2.6523933411
epoch time: 7.7189707756s, input_fired_time: 0.1382594854, output_fired_time: 0.0000000000, propagate_forward_time: 7.1083865166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723248482
validation[          , genome  6342] predictions:    9679/  10000 (96.79%), best:    9719/10000 (97.19%), error:      1108.12793, best error:       981.62714 on epoch:    46, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 91.2318191528s, input_fired_time: 1.1664242744, output_fired_time: 0.8333365917, propagate_forward_time: 35.2524986267, propagate_backward_time: 51.3199729919, weight_update_time: 0.1228180826, other_time: 2.6595840454
epoch time: 7.6750636101s, input_fired_time: 0.1383081377, output_fired_time: 0.0000000000, propagate_forward_time: 7.0659227371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708328247
validation[          , genome  6342] predictions:    9677/  10000 (96.77%), best:    9719/10000 (97.19%), error:      1120.52942, best error:       981.62714 on epoch:    46, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 91.9332275391s, input_fired_time: 1.1705554724, output_fired_time: 0.8427153230, propagate_forward_time: 35.5462989807, propagate_backward_time: 51.7162094116, weight_update_time: 0.1195282042, other_time: 2.6574516296
epoch time: 7.7116794586s, input_fired_time: 0.1368031949, output_fired_time: 0.0000000000, propagate_forward_time: 7.1080384254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668378830
validation[          , genome  6342] predictions:    9696/  10000 (96.96%), best:    9719/10000 (97.19%), error:      1037.85938, best error:       981.62714 on epoch:    46, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.9967803955s, input_fired_time: 1.1713507175, output_fired_time: 0.8373152614, propagate_forward_time: 35.5979690552, propagate_backward_time: 51.7414474487, weight_update_time: 0.1182981953, other_time: 2.6486968994
epoch time: 7.7260074615s, input_fired_time: 0.1376777440, output_fired_time: 0.0000000000, propagate_forward_time: 7.1171321869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711976051
validation[          , genome  6342] predictions:    9659/  10000 (96.59%), best:    9719/10000 (97.19%), error:      1129.26965, best error:       981.62714 on epoch:    46, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.0855102539s, input_fired_time: 1.1687397957, output_fired_time: 0.8473383188, propagate_forward_time: 35.5604286194, propagate_backward_time: 51.8746604919, weight_update_time: 0.1192134619, other_time: 2.6343460083
epoch time: 7.6834549904s, input_fired_time: 0.1391527057, output_fired_time: 0.0000000000, propagate_forward_time: 7.0790596008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652428627
validation[          , genome  6342] predictions:    9692/  10000 (96.92%), best:    9719/10000 (97.19%), error:      1083.08093, best error:       981.62714 on epoch:    46, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 92.0482025146s, input_fired_time: 1.1730023623, output_fired_time: 0.8438760042, propagate_forward_time: 35.5198020935, propagate_backward_time: 51.8507919312, weight_update_time: 0.1195466742, other_time: 2.6607246399
epoch time: 7.7124500275s, input_fired_time: 0.1365143955, output_fired_time: 0.0000000000, propagate_forward_time: 7.1012778282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746580124
validation[          , genome  6342] predictions:    9705/  10000 (97.05%), best:    9719/10000 (97.19%), error:      1052.76172, best error:       981.62714 on epoch:    46, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.6160278320s, input_fired_time: 1.1636884212, output_fired_time: 0.8389896750, propagate_forward_time: 35.3983306885, propagate_backward_time: 51.5683517456, weight_update_time: 0.1186987460, other_time: 2.6466674805
epoch time: 7.7044758797s, input_fired_time: 0.1372245848, output_fired_time: 0.0000000000, propagate_forward_time: 7.0989837646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682674408
validation[          , genome  6342] predictions:    9654/  10000 (96.54%), best:    9719/10000 (97.19%), error:      1168.40771, best error:       981.62714 on epoch:    46, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.8902206421s, input_fired_time: 1.1686285734, output_fired_time: 0.8349494934, propagate_forward_time: 35.5712966919, propagate_backward_time: 51.6675834656, weight_update_time: 0.1174850985, other_time: 2.6477622986
epoch time: 7.7178816795s, input_fired_time: 0.1387541741, output_fired_time: 0.0000000000, propagate_forward_time: 7.1061372757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729900360
validation[          , genome  6342] predictions:    9713/  10000 (97.13%), best:    9719/10000 (97.19%), error:       999.53912, best error:       981.62714 on epoch:    46, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.8223266602s, input_fired_time: 1.1635557413, output_fired_time: 0.8273800015, propagate_forward_time: 35.5666313171, propagate_backward_time: 51.6147842407, weight_update_time: 0.1188145950, other_time: 2.6499748230
epoch time: 7.6823067665s, input_fired_time: 0.1349608153, output_fired_time: 0.0000000000, propagate_forward_time: 7.0842132568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631328583
validation[          , genome  6342] predictions:    9645/  10000 (96.45%), best:    9719/10000 (97.19%), error:      1165.77222, best error:       981.62714 on epoch:    46, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.7534942627s, input_fired_time: 1.1656706333, output_fired_time: 0.8347967267, propagate_forward_time: 35.5292739868, propagate_backward_time: 51.5921173096, weight_update_time: 0.1190443337, other_time: 2.6316375732
epoch time: 7.6980371475s, input_fired_time: 0.1389440149, output_fired_time: 0.0000000000, propagate_forward_time: 7.0872807503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718122482
validation[          , genome  6342] predictions:    9605/  10000 (96.05%), best:    9719/10000 (97.19%), error:      1385.53442, best error:       981.62714 on epoch:    46, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.3782119751s, input_fired_time: 1.1649063826, output_fired_time: 0.8348628283, propagate_forward_time: 35.3246650696, propagate_backward_time: 51.4108314514, weight_update_time: 0.1176259294, other_time: 2.6429443359
epoch time: 7.6534667015s, input_fired_time: 0.1389911920, output_fired_time: 0.0000000000, propagate_forward_time: 7.0454082489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690670967
validation[          , genome  6342] predictions:    9686/  10000 (96.86%), best:    9719/10000 (97.19%), error:      1121.53418, best error:       981.62714 on epoch:    46, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.9245910645s, input_fired_time: 1.1322277784, output_fired_time: 0.7989732623, propagate_forward_time: 33.5453071594, propagate_backward_time: 48.8732223511, weight_update_time: 0.1128400266, other_time: 2.5748634338
epoch time: 7.7054119110s, input_fired_time: 0.1381745636, output_fired_time: 0.0000000000, propagate_forward_time: 7.0995082855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677290916
validation[          , genome  6342] predictions:    9707/  10000 (97.07%), best:    9719/10000 (97.19%), error:      1014.17584, best error:       981.62714 on epoch:    46, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.4436798096s, input_fired_time: 1.1621091366, output_fired_time: 0.8394529223, propagate_forward_time: 35.3047752380, propagate_backward_time: 51.5115737915, weight_update_time: 0.1180134416, other_time: 2.6257667542
epoch time: 7.7127704620s, input_fired_time: 0.1395111084, output_fired_time: 0.0000000000, propagate_forward_time: 7.1033225060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699368477
validation[          , genome  6342] predictions:    9696/  10000 (96.96%), best:    9719/10000 (97.19%), error:      1005.15442, best error:       981.62714 on epoch:    46, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 91.3905639648s, input_fired_time: 1.1643558741, output_fired_time: 0.8354397416, propagate_forward_time: 35.3408622742, propagate_backward_time: 51.4213943481, weight_update_time: 0.1183914840, other_time: 2.6285133362
epoch time: 7.6694498062s, input_fired_time: 0.1375682354, output_fired_time: 0.0000000000, propagate_forward_time: 7.0601630211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717183113
validation[          , genome  6342] predictions:    9693/  10000 (96.93%), best:    9719/10000 (97.19%), error:      1096.14905, best error:       981.62714 on epoch:    46, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 89.8442916870s, input_fired_time: 1.1498154402, output_fired_time: 0.8180397153, propagate_forward_time: 34.7053108215, propagate_backward_time: 50.5652465820, weight_update_time: 0.1156580597, other_time: 2.6058769226
epoch time: 7.7032837868s, input_fired_time: 0.1395613402, output_fired_time: 0.0000000000, propagate_forward_time: 7.0913958549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723267555
validation[          , genome  6342] predictions:    9657/  10000 (96.57%), best:    9719/10000 (97.19%), error:      1201.80933, best error:       981.62714 on epoch:    46, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.5793609619s, input_fired_time: 1.1663603783, output_fired_time: 0.8345988989, propagate_forward_time: 35.4299430847, propagate_backward_time: 51.5142250061, weight_update_time: 0.1178321689, other_time: 2.6342315674
epoch time: 7.6967134476s, input_fired_time: 0.1388219446, output_fired_time: 0.0000000000, propagate_forward_time: 7.0864148140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714765549
validation[          , genome  6342] predictions:    9702/  10000 (97.02%), best:    9719/10000 (97.19%), error:      1068.31116, best error:       981.62714 on epoch:    46, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.5565719604s, input_fired_time: 1.1734718084, output_fired_time: 0.8313810229, propagate_forward_time: 35.4787139893, propagate_backward_time: 51.4319915771, weight_update_time: 0.1213252842, other_time: 2.6410140991
epoch time: 7.7523055077s, input_fired_time: 0.1445277333, output_fired_time: 0.0000000000, propagate_forward_time: 7.1317372322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760403633
validation[          , genome  6342] predictions:    9696/  10000 (96.96%), best:    9719/10000 (97.19%), error:      1055.10022, best error:       981.62714 on epoch:    46, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.8926162720s, input_fired_time: 1.1610957384, output_fired_time: 0.8302078247, propagate_forward_time: 35.0959472656, propagate_backward_time: 51.1813850403, weight_update_time: 0.1179056019, other_time: 2.6239814758
epoch time: 7.7100462914s, input_fired_time: 0.1391382068, output_fired_time: 0.0000000000, propagate_forward_time: 7.0992789268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716291428
validation[          , genome  6342] predictions:    9682/  10000 (96.82%), best:    9719/10000 (97.19%), error:      1114.65405, best error:       981.62714 on epoch:    46, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.3186111450s, input_fired_time: 1.1280716658, output_fired_time: 0.7981254458, propagate_forward_time: 33.2806892395, propagate_backward_time: 48.5413131714, weight_update_time: 0.1118945777, other_time: 2.5704078674
epoch time: 7.7025079727s, input_fired_time: 0.1397918463, output_fired_time: 0.0000000000, propagate_forward_time: 7.0966601372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660558701
validation[          , genome  6342] predictions:    9715/  10000 (97.15%), best:    9719/10000 (97.19%), error:      1027.26611, best error:       981.62714 on epoch:    46, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.5522689819s, input_fired_time: 1.1644077301, output_fired_time: 0.8347502351, propagate_forward_time: 35.4521484375, propagate_backward_time: 51.4719467163, weight_update_time: 0.1173635125, other_time: 2.6290206909
epoch time: 7.7014050484s, input_fired_time: 0.1388319880, output_fired_time: 0.0000000000, propagate_forward_time: 7.0958199501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667530060
validation[          , genome  6342] predictions:    9699/  10000 (96.99%), best:    9719/10000 (97.19%), error:      1076.82642, best error:       981.62714 on epoch:    46, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.6358261108s, input_fired_time: 1.1675796509, output_fired_time: 0.8380455971, propagate_forward_time: 35.4531936646, propagate_backward_time: 51.5319671631, weight_update_time: 0.1181006953, other_time: 2.6450424194
epoch time: 7.7032060623s, input_fired_time: 0.1391504109, output_fired_time: 0.0000000000, propagate_forward_time: 7.0948081017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692473412
validation[          , genome  6342] predictions:    9686/  10000 (96.86%), best:    9719/10000 (97.19%), error:      1076.80786, best error:       981.62714 on epoch:    46, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.4564971924s, input_fired_time: 1.1645638943, output_fired_time: 0.8320314884, propagate_forward_time: 35.4076156616, propagate_backward_time: 51.4173393250, weight_update_time: 0.1181696877, other_time: 2.6349449158
epoch time: 7.7056994438s, input_fired_time: 0.1398796588, output_fired_time: 0.0000000000, propagate_forward_time: 7.0970926285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687271118
validation[          , genome  6342] predictions:    9694/  10000 (96.94%), best:    9719/10000 (97.19%), error:      1039.92114, best error:       981.62714 on epoch:    46, 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: 38.2266540527s, input_fired_time: 0.6726697087, output_fired_time: 0.0000000000, propagate_forward_time: 35.1853141785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3686714172
best training[          , genome  6342] predictions:   49185/  50000 (98.37%), best:    9719/10000 (97.19%), error:      2874.93652, best error:       981.62714 on epoch:    46, 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: 7.6700453758s, input_fired_time: 0.1335929185, output_fired_time: 0.0000000000, propagate_forward_time: 7.0666279793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698243141
   testing[          , genome  6342] predictions:    9750/  10000 (97.50%), best:    9719/10000 (97.19%), error:       839.58752, best error:       981.62714 on epoch:    46, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:04:43 (72868): called boinc_finish(0)

</stderr_txt>
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