Nameexact_genome_1512568488_41_5010_0
Workunit2596322
Created7 Dec 2017, 12:50:48 UTC
Sent7 Dec 2017, 12:56:47 UTC
Report deadline13 Dec 2017, 22:42:59 UTC
Received8 Dec 2017, 22:31:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 8 min 45 sec
CPU time3 hours 8 min 42 sec
Validate stateValid
Credit1,601.77
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.52 MB
Peak swap size152.82 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
.8078131676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529614449
validation[          , genome  5010] predictions:    9570/  10000 (95.70%), best:    9589/10000 (95.89%), error:      1466.50293, best error:      1394.60388 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 103.0785675049s, input_fired_time: 1.1161098480, output_fired_time: 0.9976303577, propagate_forward_time: 38.9505767822, propagate_backward_time: 59.4316673279, weight_update_time: 0.1275282055, other_time: 2.5825843811
epoch time: 8.4210824966s, input_fired_time: 0.1377981752, output_fired_time: 0.0000000000, propagate_forward_time: 7.8162579536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670262337
validation[          , genome  5010] predictions:    9545/  10000 (95.45%), best:    9589/10000 (95.89%), error:      1489.06360, best error:      1394.60388 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.7192077637s, input_fired_time: 1.1092098951, output_fired_time: 0.9994749427, propagate_forward_time: 38.6846504211, propagate_backward_time: 59.3522262573, weight_update_time: 0.1270416081, other_time: 2.5736503601
epoch time: 8.4033679962s, input_fired_time: 0.1381369233, output_fired_time: 0.0000000000, propagate_forward_time: 7.8009195328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643115997
validation[          , genome  5010] predictions:    9603/  10000 (96.03%), best:    9589/10000 (95.89%), error:      1396.93738, best error:      1394.60388 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 102.8372116089s, input_fired_time: 1.1118963957, output_fired_time: 1.0007654428, propagate_forward_time: 38.8134002686, propagate_backward_time: 59.3448677063, weight_update_time: 0.1274089068, other_time: 2.5662879944
epoch time: 8.3659486771s, input_fired_time: 0.1369186789, output_fired_time: 0.0000000000, propagate_forward_time: 7.7629122734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661173820
validation[          , genome  5010] predictions:    9516/  10000 (95.16%), best:    9589/10000 (95.89%), error:      1608.36438, best error:      1394.60388 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 102.8274688721s, input_fired_time: 1.0884641409, output_fired_time: 1.0017439127, propagate_forward_time: 38.7405853271, propagate_backward_time: 59.5120429993, weight_update_time: 0.1264743358, other_time: 2.4846305847
epoch time: 8.2600002289s, input_fired_time: 0.1341096908, output_fired_time: 0.0000000000, propagate_forward_time: 7.6726055145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532852173
validation[          , genome  5010] predictions:    9579/  10000 (95.79%), best:    9589/10000 (95.89%), error:      1405.64539, best error:      1394.60388 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.1781234741s, input_fired_time: 1.1101707220, output_fired_time: 1.0012440681, propagate_forward_time: 38.9236984253, propagate_backward_time: 59.6016769409, weight_update_time: 0.1259936690, other_time: 2.5413360596
epoch time: 8.4405860901s, input_fired_time: 0.1344984174, output_fired_time: 0.0000000000, propagate_forward_time: 7.8500437737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560437202
validation[          , genome  5010] predictions:    9457/  10000 (94.57%), best:    9589/10000 (95.89%), error:      1893.58899, best error:      1394.60388 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 102.9193038940s, input_fired_time: 1.1181802750, output_fired_time: 0.9972168803, propagate_forward_time: 38.8426399231, propagate_backward_time: 59.3892631531, weight_update_time: 0.1265438795, other_time: 2.5720062256
epoch time: 8.4030494690s, input_fired_time: 0.1376183778, output_fired_time: 0.0000000000, propagate_forward_time: 7.8003664017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650650024
validation[          , genome  5010] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1376.13257, best error:      1376.13257 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.6729660034s, input_fired_time: 1.1198900938, output_fired_time: 0.9976950884, propagate_forward_time: 38.7672080994, propagate_backward_time: 59.2179870605, weight_update_time: 0.1274704337, other_time: 2.5701866150
epoch time: 8.2887411118s, input_fired_time: 0.1379651576, output_fired_time: 0.0000000000, propagate_forward_time: 7.6897997856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609761238
validation[          , genome  5010] predictions:    9553/  10000 (95.53%), best:    9599/10000 (95.99%), error:      1459.36829, best error:      1376.13257 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 102.9880523682s, input_fired_time: 1.1169357300, output_fired_time: 0.9991358519, propagate_forward_time: 38.8420639038, propagate_backward_time: 59.4479980469, weight_update_time: 0.1266565025, other_time: 2.5819168091
epoch time: 8.3703746796s, input_fired_time: 0.1378123015, output_fired_time: 0.0000000000, propagate_forward_time: 7.7659168243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666452408
validation[          , genome  5010] predictions:    9616/  10000 (96.16%), best:    9616/10000 (96.16%), error:      1330.00745, best error:      1330.00745 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 102.3472671509s, input_fired_time: 1.1073123217, output_fired_time: 0.9948013425, propagate_forward_time: 38.5527038574, propagate_backward_time: 59.1387100220, weight_update_time: 0.1265576482, other_time: 2.5537338257
epoch time: 8.2959518433s, input_fired_time: 0.1370250583, output_fired_time: 0.0000000000, propagate_forward_time: 7.6998357773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590911865
validation[          , genome  5010] predictions:    9584/  10000 (95.84%), best:    9616/10000 (96.16%), error:      1398.10681, best error:      1330.00745 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 103.8236618042s, input_fired_time: 1.1233780384, output_fired_time: 1.0083838701, propagate_forward_time: 39.1639060974, propagate_backward_time: 59.9498329163, weight_update_time: 0.1278091967, other_time: 2.5781631470
epoch time: 8.2873754501s, input_fired_time: 0.1370481253, output_fired_time: 0.0000000000, propagate_forward_time: 7.6867747307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635529518
validation[          , genome  5010] predictions:    9570/  10000 (95.70%), best:    9616/10000 (96.16%), error:      1404.60315, best error:      1330.00745 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 102.3258132935s, input_fired_time: 1.1164550781, output_fired_time: 0.9997689724, propagate_forward_time: 38.4227638245, propagate_backward_time: 59.2073631287, weight_update_time: 0.1260518730, other_time: 2.5794601440
epoch time: 8.3993959427s, input_fired_time: 0.1355816871, output_fired_time: 0.0000000000, propagate_forward_time: 7.8075418472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562721252
validation[          , genome  5010] predictions:    9552/  10000 (95.52%), best:    9616/10000 (96.16%), error:      1461.52515, best error:      1330.00745 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 102.8839035034s, input_fired_time: 1.0967082977, output_fired_time: 0.9970794320, propagate_forward_time: 38.9007377625, propagate_backward_time: 59.3984146118, weight_update_time: 0.1244210005, other_time: 2.4909629822
epoch time: 8.3316764832s, input_fired_time: 0.1353685707, output_fired_time: 0.0000000000, propagate_forward_time: 7.7381000519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582080841
validation[          , genome  5010] predictions:    9605/  10000 (96.05%), best:    9616/10000 (96.16%), error:      1354.52600, best error:      1330.00745 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 102.7390136719s, input_fired_time: 1.0987590551, output_fired_time: 0.9990281463, propagate_forward_time: 38.7390060425, propagate_backward_time: 59.4010353088, weight_update_time: 0.1246098354, other_time: 2.5011787415
epoch time: 8.2922763824s, input_fired_time: 0.1346993297, output_fired_time: 0.0000000000, propagate_forward_time: 7.7009916306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565858841
validation[          , genome  5010] predictions:    9599/  10000 (95.99%), best:    9616/10000 (96.16%), error:      1364.24292, best error:      1330.00745 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.9076461792s, input_fired_time: 1.1217136383, output_fired_time: 1.0101408958, propagate_forward_time: 39.2585563660, propagate_backward_time: 59.9450492859, weight_update_time: 0.1285324395, other_time: 2.5721893311
epoch time: 8.4728612900s, input_fired_time: 0.1395145357, output_fired_time: 0.0000000000, propagate_forward_time: 7.8670082092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663381577
validation[          , genome  5010] predictions:    9600/  10000 (96.00%), best:    9616/10000 (96.16%), error:      1344.61133, best error:      1330.00745 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.1702957153s, input_fired_time: 1.1139140129, output_fired_time: 1.0029753447, propagate_forward_time: 38.8829841614, propagate_backward_time: 59.6254158020, weight_update_time: 0.1260028929, other_time: 2.5450057983
epoch time: 8.4511289597s, input_fired_time: 0.1383180469, output_fired_time: 0.0000000000, propagate_forward_time: 7.8461771011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666337967
validation[          , genome  5010] predictions:    9588/  10000 (95.88%), best:    9616/10000 (96.16%), error:      1395.89880, best error:      1330.00745 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 103.3895568848s, input_fired_time: 1.1137462854, output_fired_time: 1.0025725365, propagate_forward_time: 39.0417366028, propagate_backward_time: 59.7043418884, weight_update_time: 0.1258611232, other_time: 2.5271606445
epoch time: 8.4765186310s, input_fired_time: 0.1414319724, output_fired_time: 0.0000000000, propagate_forward_time: 7.8683605194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667263031
validation[          , genome  5010] predictions:    9577/  10000 (95.77%), best:    9616/10000 (96.16%), error:      1421.53333, best error:      1330.00745 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.5627365112s, input_fired_time: 1.1110041142, output_fired_time: 0.9934666157, propagate_forward_time: 38.6459465027, propagate_backward_time: 59.2717781067, weight_update_time: 0.1258563101, other_time: 2.5405349731
epoch time: 8.3762302399s, input_fired_time: 0.1395362467, output_fired_time: 0.0000000000, propagate_forward_time: 7.7697253227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669690132
validation[          , genome  5010] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1295.44922, best error:      1295.44922 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 103.8971023560s, input_fired_time: 1.1264936924, output_fired_time: 1.0089913607, propagate_forward_time: 39.2614631653, propagate_backward_time: 59.9188613892, weight_update_time: 0.1276443750, other_time: 2.5812873840
epoch time: 8.4143733978s, input_fired_time: 0.1394850612, output_fired_time: 0.0000000000, propagate_forward_time: 7.8082923889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665956497
validation[          , genome  5010] predictions:    9610/  10000 (96.10%), best:    9629/10000 (96.29%), error:      1295.93542, best error:      1295.44922 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 103.0282897949s, input_fired_time: 1.1236208677, output_fired_time: 0.9967086315, propagate_forward_time: 38.9146842957, propagate_backward_time: 59.4197349548, weight_update_time: 0.1274400949, other_time: 2.5735397339
epoch time: 8.3549365997s, input_fired_time: 0.1376042664, output_fired_time: 0.0000000000, propagate_forward_time: 7.7509398460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663920403
validation[          , genome  5010] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1258.52197, best error:      1258.52197 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 102.5019073486s, input_fired_time: 1.1202656031, output_fired_time: 0.9996148944, propagate_forward_time: 38.4970588684, propagate_backward_time: 59.3064155579, weight_update_time: 0.1274930239, other_time: 2.5785522461
epoch time: 8.3421955109s, input_fired_time: 0.1394089758, output_fired_time: 0.0000000000, propagate_forward_time: 7.7377920151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649944305
validation[          , genome  5010] predictions:    9626/  10000 (96.26%), best:    9655/10000 (96.55%), error:      1274.81238, best error:      1258.52197 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 102.5482788086s, input_fired_time: 1.1190972328, output_fired_time: 0.9918617010, propagate_forward_time: 38.8446159363, propagate_backward_time: 59.0114212036, weight_update_time: 0.1262540221, other_time: 2.5812873840
epoch time: 8.3778238297s, input_fired_time: 0.1391970962, output_fired_time: 0.0000000000, propagate_forward_time: 7.7700490952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685773849
validation[          , genome  5010] predictions:    9570/  10000 (95.70%), best:    9655/10000 (96.55%), error:      1368.84998, best error:      1258.52197 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 103.2497558594s, input_fired_time: 1.1283820868, output_fired_time: 1.0004765987, propagate_forward_time: 38.8810882568, propagate_backward_time: 59.6597976685, weight_update_time: 0.1272864044, other_time: 2.5800170898
epoch time: 8.3350858688s, input_fired_time: 0.1381779611, output_fired_time: 0.0000000000, propagate_forward_time: 7.7332344055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636735916
validation[          , genome  5010] predictions:    9562/  10000 (95.62%), best:    9655/10000 (96.55%), error:      1427.35352, best error:      1258.52197 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 102.7573699951s, input_fired_time: 1.0974024534, output_fired_time: 1.0031160116, propagate_forward_time: 38.8271751404, propagate_backward_time: 59.3389358521, weight_update_time: 0.1254837811, other_time: 2.4907417297
epoch time: 8.3626079559s, input_fired_time: 0.1367320120, output_fired_time: 0.0000000000, propagate_forward_time: 7.7711896896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546861649
validation[          , genome  5010] predictions:    9622/  10000 (96.22%), best:    9655/10000 (96.55%), error:      1271.22400, best error:      1258.52197 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 102.3559265137s, input_fired_time: 1.1191052198, output_fired_time: 0.9903063178, propagate_forward_time: 38.6711120605, propagate_backward_time: 59.0094718933, weight_update_time: 0.1258165687, other_time: 2.5659370422
epoch time: 8.3608417511s, input_fired_time: 0.1386875361, output_fired_time: 0.0000000000, propagate_forward_time: 7.7575821877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645724297
validation[          , genome  5010] predictions:    9602/  10000 (96.02%), best:    9655/10000 (96.55%), error:      1314.68738, best error:      1258.52197 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 103.0661849976s, input_fired_time: 1.1014071703, output_fired_time: 0.9974754453, propagate_forward_time: 38.9572944641, propagate_backward_time: 59.5231285095, weight_update_time: 0.1250056326, other_time: 2.4868774414
epoch time: 8.3525791168s, input_fired_time: 0.1382091492, output_fired_time: 0.0000000000, propagate_forward_time: 7.7526078224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617619514
validation[          , genome  5010] predictions:    9532/  10000 (95.32%), best:    9655/10000 (96.55%), error:      1495.77917, best error:      1258.52197 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 103.3645706177s, input_fired_time: 1.1231929064, output_fired_time: 1.0035815239, propagate_forward_time: 39.0597343445, propagate_backward_time: 59.6159973145, weight_update_time: 0.1262338758, other_time: 2.5620689392
epoch time: 8.4065208435s, input_fired_time: 0.1396409571, output_fired_time: 0.0000000000, propagate_forward_time: 7.7990784645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678015709
validation[          , genome  5010] predictions:    9625/  10000 (96.25%), best:    9655/10000 (96.55%), error:      1269.02942, best error:      1258.52197 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 103.0500946045s, input_fired_time: 1.1020883322, output_fired_time: 1.0019710064, propagate_forward_time: 38.8609771729, propagate_backward_time: 59.6001586914, weight_update_time: 0.1264828444, other_time: 2.4849014282
epoch time: 8.3499164581s, input_fired_time: 0.1383816898, output_fired_time: 0.0000000000, propagate_forward_time: 7.7579722404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535622597
validation[          , genome  5010] predictions:    9619/  10000 (96.19%), best:    9655/10000 (96.55%), error:      1279.46216, best error:      1258.52197 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.0326080322s, input_fired_time: 1.1058417559, output_fired_time: 1.0022979975, propagate_forward_time: 38.8938980103, propagate_backward_time: 59.5490036011, weight_update_time: 0.1258903295, other_time: 2.4815673828
epoch time: 8.4539604187s, input_fired_time: 0.1403017491, output_fired_time: 0.0000000000, propagate_forward_time: 7.8455729485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680857658
validation[          , genome  5010] predictions:    9614/  10000 (96.14%), best:    9655/10000 (96.55%), error:      1324.00635, best error:      1258.52197 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.4556503296s, input_fired_time: 1.1010143757, output_fired_time: 0.9948405027, propagate_forward_time: 38.6666641235, propagate_backward_time: 59.2118415833, weight_update_time: 0.1250921190, other_time: 2.4812889099
epoch time: 8.2854013443s, input_fired_time: 0.1378481239, output_fired_time: 0.0000000000, propagate_forward_time: 7.6963424683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512109756
validation[          , genome  5010] predictions:    9610/  10000 (96.10%), best:    9655/10000 (96.55%), error:      1340.66223, best error:      1258.52197 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.6726989746s, input_fired_time: 1.1250872612, output_fired_time: 1.0078052282, propagate_forward_time: 39.1261138916, propagate_backward_time: 59.8549423218, weight_update_time: 0.1268451810, other_time: 2.5587539673
epoch time: 8.4452657700s, input_fired_time: 0.1405272484, output_fired_time: 0.0000000000, propagate_forward_time: 7.8373045921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674344063
validation[          , genome  5010] predictions:    9624/  10000 (96.24%), best:    9655/10000 (96.55%), error:      1297.94629, best error:      1258.52197 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.5669784546s, input_fired_time: 1.1358078718, output_fired_time: 1.0042428970, propagate_forward_time: 39.0459022522, propagate_backward_time: 59.8093147278, weight_update_time: 0.1282936931, other_time: 2.5717086792
epoch time: 8.3337373734s, input_fired_time: 0.1412401348, output_fired_time: 0.0000000000, propagate_forward_time: 7.7308082581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616889954
validation[          , genome  5010] predictions:    9617/  10000 (96.17%), best:    9655/10000 (96.55%), error:      1259.92566, best error:      1258.52197 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 103.4035415649s, input_fired_time: 1.1071344614, output_fired_time: 1.0039757490, propagate_forward_time: 39.0119438171, propagate_backward_time: 59.7947921753, weight_update_time: 0.1255427152, other_time: 2.4856987000
epoch time: 8.4040813446s, input_fired_time: 0.1373808980, output_fired_time: 0.0000000000, propagate_forward_time: 7.8111271858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555735588
validation[          , genome  5010] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1224.21509, best error:      1224.21509 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 102.8567199707s, input_fired_time: 1.1191998720, output_fired_time: 0.9991477728, propagate_forward_time: 38.8071594238, propagate_backward_time: 59.3759040833, weight_update_time: 0.1267011315, other_time: 2.5553092957
epoch time: 8.2752122879s, input_fired_time: 0.1385520548, output_fired_time: 0.0000000000, propagate_forward_time: 7.6698055267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668550491
validation[          , genome  5010] predictions:    9620/  10000 (96.20%), best:    9651/10000 (96.51%), error:      1319.27783, best error:      1224.21509 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.3982238770s, input_fired_time: 1.1222910881, output_fired_time: 1.0059494972, propagate_forward_time: 38.9795074463, propagate_backward_time: 59.7478370667, weight_update_time: 0.1269506961, other_time: 2.5426368713
epoch time: 8.3943710327s, input_fired_time: 0.1404721588, output_fired_time: 0.0000000000, propagate_forward_time: 7.7862048149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676938057
validation[          , genome  5010] predictions:    9493/  10000 (94.93%), best:    9651/10000 (96.51%), error:      1579.67847, best error:      1224.21509 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.3329467773s, input_fired_time: 1.1226438284, output_fired_time: 1.0029654503, propagate_forward_time: 38.9497985840, propagate_backward_time: 59.6854896545, weight_update_time: 0.1289677173, other_time: 2.5720481873
epoch time: 8.3762073517s, input_fired_time: 0.1390809566, output_fired_time: 0.0000000000, propagate_forward_time: 7.7706894875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664368629
validation[          , genome  5010] predictions:    9628/  10000 (96.28%), best:    9651/10000 (96.51%), error:      1253.56311, best error:      1224.21509 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 102.3179702759s, input_fired_time: 1.1271952391, output_fired_time: 0.9929963350, propagate_forward_time: 38.5406303406, propagate_backward_time: 59.0837898254, weight_update_time: 0.1266280562, other_time: 2.5733566284
epoch time: 8.2838907242s, input_fired_time: 0.1392547935, output_fired_time: 0.0000000000, propagate_forward_time: 7.6751322746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695038795
validation[          , genome  5010] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1192.78577, best error:      1192.78577 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.8843994141s, input_fired_time: 1.1392346621, output_fired_time: 1.0073175430, propagate_forward_time: 39.1973304749, propagate_backward_time: 59.9607124329, weight_update_time: 0.1281219274, other_time: 2.5798034668
epoch time: 8.4064970016s, input_fired_time: 0.1393633187, output_fired_time: 0.0000000000, propagate_forward_time: 7.8028063774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643273354
validation[          , genome  5010] predictions:    9588/  10000 (95.88%), best:    9648/10000 (96.48%), error:      1346.00720, best error:      1192.78577 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 102.8770980835s, input_fired_time: 1.1053673029, output_fired_time: 0.9980449677, propagate_forward_time: 38.7790069580, propagate_backward_time: 59.5186042786, weight_update_time: 0.1249656379, other_time: 2.4760704041
epoch time: 8.4392051697s, input_fired_time: 0.1379549801, output_fired_time: 0.0000000000, propagate_forward_time: 7.8433232307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579272270
validation[          , genome  5010] predictions:    9649/  10000 (96.49%), best:    9648/10000 (96.48%), error:      1267.36438, best error:      1192.78577 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.2542190552s, input_fired_time: 1.1248946190, output_fired_time: 1.0025074482, propagate_forward_time: 38.9740867615, propagate_backward_time: 59.6091957092, weight_update_time: 0.1260613501, other_time: 2.5435333252
epoch time: 8.4251756668s, input_fired_time: 0.1390959024, output_fired_time: 0.0000000000, propagate_forward_time: 7.8315558434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545235634
validation[          , genome  5010] predictions:    9643/  10000 (96.43%), best:    9648/10000 (96.48%), error:      1257.33679, best error:      1192.78577 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.5663604736s, input_fired_time: 1.1098895073, output_fired_time: 1.0064495802, propagate_forward_time: 39.1375160217, propagate_backward_time: 59.8258819580, weight_update_time: 0.1247029230, other_time: 2.4866294861
epoch time: 8.4200096130s, input_fired_time: 0.1381322294, output_fired_time: 0.0000000000, propagate_forward_time: 7.8255100250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563674927
validation[          , genome  5010] predictions:    9636/  10000 (96.36%), best:    9648/10000 (96.48%), error:      1241.25476, best error:      1192.78577 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.4192428589s, input_fired_time: 1.1311140060, output_fired_time: 1.0120275021, propagate_forward_time: 38.9648818970, propagate_backward_time: 59.7451705933, weight_update_time: 0.1277044415, other_time: 2.5660552979
epoch time: 8.4236421585s, input_fired_time: 0.1405507773, output_fired_time: 0.0000000000, propagate_forward_time: 7.8143386841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687528610
validation[          , genome  5010] predictions:    9543/  10000 (95.43%), best:    9648/10000 (96.48%), error:      1556.72876, best error:      1192.78577 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.7082977295s, input_fired_time: 1.1111153364, output_fired_time: 1.0095553398, propagate_forward_time: 39.1927413940, propagate_backward_time: 59.9138908386, weight_update_time: 0.1253376901, other_time: 2.4809989929
epoch time: 8.4272117615s, input_fired_time: 0.1392043680, output_fired_time: 0.0000000000, propagate_forward_time: 7.8329014778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551062584
validation[          , genome  5010] predictions:    9643/  10000 (96.43%), best:    9648/10000 (96.48%), error:      1240.20349, best error:      1192.78577 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 102.7609252930s, input_fired_time: 1.1109584570, output_fired_time: 0.9957731962, propagate_forward_time: 38.7776908875, propagate_backward_time: 59.3875083923, weight_update_time: 0.1249587983, other_time: 2.4889907837
epoch time: 8.3873348236s, input_fired_time: 0.1385645270, output_fired_time: 0.0000000000, propagate_forward_time: 7.7919998169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567708969
validation[          , genome  5010] predictions:    9591/  10000 (95.91%), best:    9648/10000 (96.48%), error:      1354.48645, best error:      1192.78577 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.9428939819s, input_fired_time: 1.1201756001, output_fired_time: 0.9937753677, propagate_forward_time: 38.9114112854, propagate_backward_time: 59.4033508301, weight_update_time: 0.1248251498, other_time: 2.5141792297
epoch time: 8.4128684998s, input_fired_time: 0.1406075805, output_fired_time: 0.0000000000, propagate_forward_time: 7.8049178123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673428535
validation[          , genome  5010] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1202.35596, best error:      1192.78577 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 103.1219024658s, input_fired_time: 1.1107053757, output_fired_time: 1.0010222197, propagate_forward_time: 38.9571990967, propagate_backward_time: 59.5628852844, weight_update_time: 0.1252779067, other_time: 2.4900932312
epoch time: 8.4131364822s, input_fired_time: 0.1392095387, output_fired_time: 0.0000000000, propagate_forward_time: 7.8180389404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558877945
validation[          , genome  5010] predictions:    9609/  10000 (96.09%), best:    9648/10000 (96.48%), error:      1289.58179, best error:      1192.78577 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.8131484985s, input_fired_time: 1.1112796068, output_fired_time: 0.9985161424, propagate_forward_time: 38.7563476563, propagate_backward_time: 59.4614219666, weight_update_time: 0.1247324646, other_time: 2.4855766296
epoch time: 8.3294858932s, input_fired_time: 0.1384132653, output_fired_time: 0.0000000000, propagate_forward_time: 7.7385458946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525265694
validation[          , genome  5010] predictions:    9650/  10000 (96.50%), best:    9648/10000 (96.48%), error:      1215.93298, best error:      1192.78577 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.5269393921s, input_fired_time: 1.1293288469, output_fired_time: 0.9923399091, propagate_forward_time: 38.6963615417, propagate_backward_time: 59.1385536194, weight_update_time: 0.1268442720, other_time: 2.5703582764
epoch time: 8.4075851440s, input_fired_time: 0.1413218230, output_fired_time: 0.0000000000, propagate_forward_time: 7.7992343903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670286179
validation[          , genome  5010] predictions:    9642/  10000 (96.42%), best:    9648/10000 (96.48%), error:      1237.42029, best error:      1192.78577 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 103.0979614258s, input_fired_time: 1.1144297123, output_fired_time: 0.9939768314, propagate_forward_time: 39.0537834167, propagate_backward_time: 59.4428405762, weight_update_time: 0.1258776039, other_time: 2.4929237366
epoch time: 8.3371753693s, input_fired_time: 0.1399219930, output_fired_time: 0.0000000000, propagate_forward_time: 7.7427544594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544987679
validation[          , genome  5010] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1161.05164, best error:      1161.05164 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.0370941162s, input_fired_time: 1.1197880507, output_fired_time: 0.9996563792, propagate_forward_time: 38.4021377563, propagate_backward_time: 59.0316810608, weight_update_time: 0.1252270788, other_time: 2.4838294983
epoch time: 8.3942480087s, input_fired_time: 0.1422803253, output_fired_time: 0.0000000000, propagate_forward_time: 7.7854089737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665584564
validation[          , genome  5010] predictions:    9644/  10000 (96.44%), best:    9671/10000 (96.71%), error:      1204.05359, best error:      1161.05164 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.8730087280s, input_fired_time: 1.1150482893, output_fired_time: 0.9962475896, propagate_forward_time: 38.8504714966, propagate_backward_time: 59.4155960083, weight_update_time: 0.1245739534, other_time: 2.4956436157
epoch time: 8.3408842087s, input_fired_time: 0.1383513957, output_fired_time: 0.0000000000, propagate_forward_time: 7.7485194206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540133476
validation[          , genome  5010] predictions:    9637/  10000 (96.37%), best:    9671/10000 (96.71%), error:      1249.78369, best error:      1161.05164 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 102.9621658325s, input_fired_time: 1.1436177492, output_fired_time: 0.9952461720, propagate_forward_time: 38.8967285156, propagate_backward_time: 59.3605842590, weight_update_time: 0.1268541366, other_time: 2.5659904480
epoch time: 8.3464813232s, input_fired_time: 0.1391057074, output_fired_time: 0.0000000000, propagate_forward_time: 7.7552924156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520831108
validation[          , genome  5010] predictions:    9638/  10000 (96.38%), best:    9671/10000 (96.71%), error:      1224.84412, best error:      1161.05164 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 103.0754089355s, input_fired_time: 1.1387196779, output_fired_time: 0.9991387129, propagate_forward_time: 38.9003181458, propagate_backward_time: 59.4623794556, weight_update_time: 0.1267350614, other_time: 2.5748558044
epoch time: 8.3731613159s, input_fired_time: 0.1428146362, output_fired_time: 0.0000000000, propagate_forward_time: 7.7640175819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663290977
validation[          , genome  5010] predictions:    9614/  10000 (96.14%), best:    9671/10000 (96.71%), error:      1358.81824, best error:      1161.05164 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.5386886597s, input_fired_time: 1.1121040583, output_fired_time: 1.0000445843, propagate_forward_time: 38.6830978394, propagate_backward_time: 59.2518234253, weight_update_time: 0.1248720661, other_time: 2.4916152954
epoch time: 8.2742986679s, input_fired_time: 0.1397212595, output_fired_time: 0.0000000000, propagate_forward_time: 7.6821193695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524583817
validation[          , genome  5010] predictions:    9614/  10000 (96.14%), best:    9671/10000 (96.71%), error:      1296.11243, best error:      1161.05164 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 103.2635040283s, input_fired_time: 1.1156953573, output_fired_time: 1.0022169352, propagate_forward_time: 38.9371719360, propagate_backward_time: 59.7169342041, weight_update_time: 0.1251026690, other_time: 2.4914855957
epoch time: 8.2672748566s, input_fired_time: 0.1397212744, output_fired_time: 0.0000000000, propagate_forward_time: 7.6731209755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544329643
validation[          , genome  5010] predictions:    9651/  10000 (96.51%), best:    9671/10000 (96.71%), error:      1224.65295, best error:      1161.05164 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.0598907471s, input_fired_time: 1.1448360682, output_fired_time: 1.0026248693, propagate_forward_time: 38.8881530762, propagate_backward_time: 59.4563026428, weight_update_time: 0.1277032644, other_time: 2.5679740906
epoch time: 8.3716011047s, input_fired_time: 0.1403418630, output_fired_time: 0.0000000000, propagate_forward_time: 7.7665753365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646840096
validation[          , genome  5010] predictions:    9639/  10000 (96.39%), best:    9671/10000 (96.71%), error:      1232.23535, best error:      1161.05164 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.1929473877s, input_fired_time: 1.1248922348, output_fired_time: 1.0021761656, propagate_forward_time: 38.9311141968, propagate_backward_time: 59.6379089355, weight_update_time: 0.1252565533, other_time: 2.4968566895
epoch time: 8.3695755005s, input_fired_time: 0.1412559748, output_fired_time: 0.0000000000, propagate_forward_time: 7.7624187469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659004211
validation[          , genome  5010] predictions:    9660/  10000 (96.60%), best:    9671/10000 (96.71%), error:      1184.88477, best error:      1161.05164 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.9480361938s, input_fired_time: 1.1204388142, output_fired_time: 0.9982937574, propagate_forward_time: 38.9094276428, propagate_backward_time: 59.4263877869, weight_update_time: 0.1256873757, other_time: 2.4934921265
epoch time: 8.3896751404s, input_fired_time: 0.1411175877, output_fired_time: 0.0000000000, propagate_forward_time: 7.7947430611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538140297
validation[          , genome  5010] predictions:    9652/  10000 (96.52%), best:    9671/10000 (96.71%), error:      1195.63269, best error:      1161.05164 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 103.1578445435s, input_fired_time: 1.1239420176, output_fired_time: 1.0002632141, propagate_forward_time: 38.9364852905, propagate_backward_time: 59.6071662903, weight_update_time: 0.1245289892, other_time: 2.4899940491
epoch time: 8.3746032715s, input_fired_time: 0.1403658241, output_fired_time: 0.0000000000, propagate_forward_time: 7.7796149254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546227455
validation[          , genome  5010] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1158.14429, best error:      1158.14429 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 103.6613769531s, input_fired_time: 1.1546332836, output_fired_time: 1.0082709789, propagate_forward_time: 39.0863075256, propagate_backward_time: 59.8404235840, weight_update_time: 0.1281526387, other_time: 2.5717430115
epoch time: 8.4309997559s, input_fired_time: 0.1422661394, output_fired_time: 0.0000000000, propagate_forward_time: 7.8241271973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646062851
validation[          , genome  5010] predictions:    9652/  10000 (96.52%), best:    9659/10000 (96.59%), error:      1217.90198, best error:      1158.14429 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.4641647339s, input_fired_time: 1.1183767319, output_fired_time: 1.0060247183, propagate_forward_time: 39.0612220764, propagate_backward_time: 59.7941703796, weight_update_time: 0.1252313107, other_time: 2.4843673706
epoch time: 8.2985019684s, input_fired_time: 0.1410864294, output_fired_time: 0.0000000000, propagate_forward_time: 7.7051100731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523053169
validation[          , genome  5010] predictions:    9666/  10000 (96.66%), best:    9659/10000 (96.59%), error:      1189.81519, best error:      1158.14429 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.2524719238s, input_fired_time: 1.1448915005, output_fired_time: 0.9921866059, propagate_forward_time: 38.4705886841, propagate_backward_time: 59.0889701843, weight_update_time: 0.1259839237, other_time: 2.5558357239
epoch time: 8.4206609726s, input_fired_time: 0.1432482600, output_fired_time: 0.0000000000, propagate_forward_time: 7.8107075691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667048454
validation[          , genome  5010] predictions:    9653/  10000 (96.53%), best:    9659/10000 (96.59%), error:      1185.72888, best error:      1158.14429 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.0449981689s, input_fired_time: 1.1195912361, output_fired_time: 1.0003486872, propagate_forward_time: 38.9179534912, propagate_backward_time: 59.5133819580, weight_update_time: 0.1250600070, other_time: 2.4937210083
epoch time: 8.3720417023s, input_fired_time: 0.1408203244, output_fired_time: 0.0000000000, propagate_forward_time: 7.7755723000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556488991
validation[          , genome  5010] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1209.35193, best error:      1158.14429 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 103.2019653320s, input_fired_time: 1.1488580704, output_fired_time: 1.0025364161, propagate_forward_time: 38.9336509705, propagate_backward_time: 59.5498008728, weight_update_time: 0.1268591732, other_time: 2.5671234131
epoch time: 8.4388103485s, input_fired_time: 0.1442383528, output_fired_time: 0.0000000000, propagate_forward_time: 7.8263626099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682092667
validation[          , genome  5010] predictions:    9639/  10000 (96.39%), best:    9659/10000 (96.59%), error:      1246.60901, best error:      1158.14429 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 102.9463500977s, input_fired_time: 1.1366046667, output_fired_time: 0.9940330982, propagate_forward_time: 38.9361000061, propagate_backward_time: 59.3448181152, weight_update_time: 0.1265870035, other_time: 2.5347938538
epoch time: 8.3590154648s, input_fired_time: 0.1428087205, output_fired_time: 0.0000000000, propagate_forward_time: 7.7510223389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651842117
validation[          , genome  5010] predictions:    9624/  10000 (96.24%), best:    9659/10000 (96.59%), error:      1270.19922, best error:      1158.14429 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 102.2296676636s, input_fired_time: 1.1246620417, output_fired_time: 1.0012283325, propagate_forward_time: 38.5103225708, propagate_backward_time: 59.1304054260, weight_update_time: 0.1245343313, other_time: 2.4630470276
epoch time: 8.4528141022s, input_fired_time: 0.1430291384, output_fired_time: 0.0000000000, propagate_forward_time: 7.8422241211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675607681
validation[          , genome  5010] predictions:    9631/  10000 (96.31%), best:    9659/10000 (96.59%), error:      1236.08875, best error:      1158.14429 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 102.8260498047s, input_fired_time: 1.1427825689, output_fired_time: 0.9987723827, propagate_forward_time: 38.8039398193, propagate_backward_time: 59.3231048584, weight_update_time: 0.1272778064, other_time: 2.5574493408
epoch time: 8.3250999451s, input_fired_time: 0.1434536576, output_fired_time: 0.0000000000, propagate_forward_time: 7.7202119827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614343643
validation[          , genome  5010] predictions:    9639/  10000 (96.39%), best:    9659/10000 (96.59%), error:      1247.85840, best error:      1158.14429 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.5586547852s, input_fired_time: 1.1299608946, output_fired_time: 1.0047066212, propagate_forward_time: 39.1106452942, propagate_backward_time: 59.8229522705, weight_update_time: 0.1269095987, other_time: 2.4903907776
epoch time: 8.4370603561s, input_fired_time: 0.1435959935, output_fired_time: 0.0000000000, propagate_forward_time: 7.8377938271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556708336
validation[          , genome  5010] predictions:    9666/  10000 (96.66%), best:    9659/10000 (96.59%), error:      1175.71887, best error:      1158.14429 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.8001327515s, input_fired_time: 1.1487401724, output_fired_time: 1.0021951199, propagate_forward_time: 39.1935462952, propagate_backward_time: 59.9010353088, weight_update_time: 0.1283474863, other_time: 2.5546112061
epoch time: 8.4657106400s, input_fired_time: 0.1452712417, output_fired_time: 0.0000000000, propagate_forward_time: 7.8526220322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678173065
validation[          , genome  5010] predictions:    9639/  10000 (96.39%), best:    9659/10000 (96.59%), error:      1209.52075, best error:      1158.14429 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 103.3912048340s, input_fired_time: 1.1262363195, output_fired_time: 1.0058773756, propagate_forward_time: 39.0326576233, propagate_backward_time: 59.7369537354, weight_update_time: 0.1258010566, other_time: 2.4894828796
epoch time: 8.4247617722s, input_fired_time: 0.1431978345, output_fired_time: 0.0000000000, propagate_forward_time: 7.8275680542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539957047
validation[          , genome  5010] predictions:    9631/  10000 (96.31%), best:    9659/10000 (96.59%), error:      1272.32349, best error:      1158.14429 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 102.6813201904s, input_fired_time: 1.1305673122, output_fired_time: 0.9933311343, propagate_forward_time: 38.6940460205, propagate_backward_time: 59.3420104980, weight_update_time: 0.1273448616, other_time: 2.5213623047
epoch time: 8.4601907730s, input_fired_time: 0.1442251801, output_fired_time: 0.0000000000, propagate_forward_time: 7.8485965729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673690796
validation[          , genome  5010] predictions:    9628/  10000 (96.28%), best:    9659/10000 (96.59%), error:      1272.57458, best error:      1158.14429 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 102.8363876343s, input_fired_time: 1.1436185837, output_fired_time: 0.9961200953, propagate_forward_time: 38.8436698914, propagate_backward_time: 59.2938232422, weight_update_time: 0.1263803244, other_time: 2.5591621399
epoch time: 8.3599710464s, input_fired_time: 0.1435109675, output_fired_time: 0.0000000000, propagate_forward_time: 7.7498192787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666409492
validation[          , genome  5010] predictions:    9658/  10000 (96.58%), best:    9659/10000 (96.59%), error:      1201.74268, best error:      1158.14429 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.9348831177s, input_fired_time: 1.1255823374, output_fired_time: 1.0092160702, propagate_forward_time: 39.2803764343, propagate_backward_time: 60.0226211548, weight_update_time: 0.1259993464, other_time: 2.4970893860
epoch time: 8.4701070786s, input_fired_time: 0.1421820670, output_fired_time: 0.0000000000, propagate_forward_time: 7.8693675995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585571289
validation[          , genome  5010] predictions:    9656/  10000 (96.56%), best:    9659/10000 (96.59%), error:      1181.76282, best error:      1158.14429 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.7342453003s, input_fired_time: 1.1512243748, output_fired_time: 1.0112335682, propagate_forward_time: 39.1479415894, propagate_backward_time: 59.8591728210, weight_update_time: 0.1294008344, other_time: 2.5646781921
epoch time: 8.4313831329s, input_fired_time: 0.1437325925, output_fired_time: 0.0000000000, propagate_forward_time: 7.8210606575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665894508
validation[          , genome  5010] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1260.51660, best error:      1158.14429 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 103.1224441528s, input_fired_time: 1.1394276619, output_fired_time: 0.9991939068, propagate_forward_time: 38.8951950073, propagate_backward_time: 59.5597534180, weight_update_time: 0.1268104911, other_time: 2.5288772583
epoch time: 8.3894681931s, input_fired_time: 0.1444929242, output_fired_time: 0.0000000000, propagate_forward_time: 7.7915592194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534158707
validation[          , genome  5010] predictions:    9663/  10000 (96.63%), best:    9659/10000 (96.59%), error:      1217.15503, best error:      1158.14429 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.1428222656s, input_fired_time: 1.1450829506, output_fired_time: 0.9969875813, propagate_forward_time: 38.9336433411, propagate_backward_time: 59.5229187012, weight_update_time: 0.1270920932, other_time: 2.5441932678
epoch time: 8.4414329529s, input_fired_time: 0.1442687213, output_fired_time: 0.0000000000, propagate_forward_time: 7.8302726746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668912888
validation[          , genome  5010] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1209.66296, best error:      1158.14429 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.6804046631s, input_fired_time: 1.1310191154, output_fired_time: 1.0070787668, propagate_forward_time: 39.1564216614, propagate_backward_time: 59.9036712646, weight_update_time: 0.1262295097, other_time: 2.4822120667
epoch time: 8.3654880524s, input_fired_time: 0.1427254528, output_fired_time: 0.0000000000, propagate_forward_time: 7.7616672516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610958099
validation[          , genome  5010] predictions:    9660/  10000 (96.60%), best:    9659/10000 (96.59%), error:      1174.97253, best error:      1158.14429 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 103.6824035645s, input_fired_time: 1.1329027414, output_fired_time: 1.0068067312, propagate_forward_time: 39.1684837341, propagate_backward_time: 59.8861389160, weight_update_time: 0.1260617226, other_time: 2.4880714417
epoch time: 8.4496259689s, input_fired_time: 0.1448731273, output_fired_time: 0.0000000000, propagate_forward_time: 7.8368725777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678807259
validation[          , genome  5010] predictions:    9644/  10000 (96.44%), best:    9659/10000 (96.59%), error:      1206.13855, best error:      1158.14429 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.9758377075s, input_fired_time: 1.1583541632, output_fired_time: 0.9995025396, propagate_forward_time: 38.8761863708, propagate_backward_time: 59.3681678772, weight_update_time: 0.1277413368, other_time: 2.5736236572
epoch time: 8.3928241730s, input_fired_time: 0.1461669803, output_fired_time: 0.0000000000, propagate_forward_time: 7.7819604874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646968842
validation[          , genome  5010] predictions:    9654/  10000 (96.54%), best:    9659/10000 (96.59%), error:      1239.92761, best error:      1158.14429 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.7667770386s, input_fired_time: 1.1612894535, output_fired_time: 1.0045751333, propagate_forward_time: 39.1689491272, propagate_backward_time: 59.8501319885, weight_update_time: 0.1274551898, other_time: 2.5818252563
epoch time: 8.4546689987s, input_fired_time: 0.1457496285, output_fired_time: 0.0000000000, propagate_forward_time: 7.8414411545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674777985
validation[          , genome  5010] predictions:    9646/  10000 (96.46%), best:    9659/10000 (96.59%), error:      1199.03137, best error:      1158.14429 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 103.4115295410s, input_fired_time: 1.1623464823, output_fired_time: 1.0041629076, propagate_forward_time: 39.0356445313, propagate_backward_time: 59.6341896057, weight_update_time: 0.1277635545, other_time: 2.5751838684
epoch time: 8.4051103592s, input_fired_time: 0.1445280015, output_fired_time: 0.0000000000, propagate_forward_time: 7.7944941521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660878181
validation[          , genome  5010] predictions:    9627/  10000 (96.27%), best:    9659/10000 (96.59%), error:      1247.09814, best error:      1158.14429 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.8617935181s, input_fired_time: 1.1595877409, output_fired_time: 1.0099492073, propagate_forward_time: 39.1892127991, propagate_backward_time: 59.9160041809, weight_update_time: 0.1293423176, other_time: 2.5870437622
epoch time: 8.4632329941s, input_fired_time: 0.1462993771, output_fired_time: 0.0000000000, propagate_forward_time: 7.8500432968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668903351
validation[          , genome  5010] predictions:    9644/  10000 (96.44%), best:    9659/10000 (96.59%), error:      1232.79053, best error:      1158.14429 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 102.7515945435s, input_fired_time: 1.1428935528, output_fired_time: 0.9955425858, propagate_forward_time: 38.7949104309, propagate_backward_time: 59.3255615234, weight_update_time: 0.1255067587, other_time: 2.4926872253
epoch time: 8.4105014801s, input_fired_time: 0.1464667767, output_fired_time: 0.0000000000, propagate_forward_time: 7.7970571518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669771194
validation[          , genome  5010] predictions:    9613/  10000 (96.13%), best:    9659/10000 (96.59%), error:      1329.88171, best error:      1158.14429 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 103.3467788696s, input_fired_time: 1.1440615654, output_fired_time: 0.9995844364, propagate_forward_time: 38.9996452332, propagate_backward_time: 59.6897048950, weight_update_time: 0.1259617656, other_time: 2.5137825012
epoch time: 8.3920097351s, input_fired_time: 0.1447117031, output_fired_time: 0.0000000000, propagate_forward_time: 7.7950620651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522361755
validation[          , genome  5010] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1209.39014, best error:      1158.14429 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.9134902954s, input_fired_time: 1.1380550861, output_fired_time: 0.9986155033, propagate_forward_time: 38.8424682617, propagate_backward_time: 59.4493408203, weight_update_time: 0.1264453232, other_time: 2.4850082397
epoch time: 8.4088497162s, input_fired_time: 0.1436112970, output_fired_time: 0.0000000000, propagate_forward_time: 7.8128342628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524044991
validation[          , genome  5010] predictions:    9671/  10000 (96.71%), best:    9659/10000 (96.59%), error:      1182.36304, best error:      1158.14429 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 103.7646331787s, input_fired_time: 1.1589957476, output_fired_time: 1.0037727356, propagate_forward_time: 39.1121482849, propagate_backward_time: 59.9150810242, weight_update_time: 0.1299018115, other_time: 2.5746383667
epoch time: 8.4158935547s, input_fired_time: 0.1447983831, output_fired_time: 0.0000000000, propagate_forward_time: 7.8079509735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631443024
validation[          , genome  5010] predictions:    9642/  10000 (96.42%), best:    9659/10000 (96.59%), error:      1199.80896, best error:      1158.14429 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 102.5712509155s, input_fired_time: 1.1525347233, output_fired_time: 0.9957086444, propagate_forward_time: 38.7332916260, propagate_backward_time: 59.1337776184, weight_update_time: 0.1257268190, other_time: 2.5559349060
epoch time: 8.3989543915s, input_fired_time: 0.1443413645, output_fired_time: 0.0000000000, propagate_forward_time: 7.8017606735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528522491
validation[          , genome  5010] predictions:    9648/  10000 (96.48%), best:    9659/10000 (96.59%), error:      1214.20972, best error:      1158.14429 on epoch:    72, 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: 42.1521568298s, input_fired_time: 0.7157018185, output_fired_time: 0.0000000000, propagate_forward_time: 39.0440597534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3923950195
best training[          , genome  5010] predictions:   48933/  50000 (97.87%), best:    9659/10000 (96.59%), error:      3752.98804, best error:      1158.14429 on epoch:    72, 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: 8.3553905487s, input_fired_time: 0.1404696256, output_fired_time: 0.0000000000, propagate_forward_time: 7.7506070137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643139839
   testing[          , genome  5010] predictions:    9695/  10000 (96.95%), best:    9659/10000 (96.59%), error:      1079.47229, best error:      1158.14429 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:30:56 (1128): called boinc_finish(0)

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