Nameexact_genome_1512568488_41_4705_1
Workunit2594817
Created7 Dec 2017, 11:25:17 UTC
Sent7 Dec 2017, 11:26:20 UTC
Report deadline13 Dec 2017, 20:57:10 UTC
Received8 Dec 2017, 21:37:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 7 min 39 sec
CPU time3 hours 7 min 35 sec
Validate stateValid
Credit1,599.11
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.29 MB
Peak swap size152.75 MB
Peak disk usage1.55 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
.7314906120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510769844
validation[          , genome  4705] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1377.48804, best error:      1377.48804 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 102.0764389038s, input_fired_time: 1.0782401562, output_fired_time: 0.9880515933, propagate_forward_time: 38.5422630310, propagate_backward_time: 58.9687881470, weight_update_time: 0.1221622601, other_time: 2.4990959167
epoch time: 8.3502426147s, input_fired_time: 0.1341507435, output_fired_time: 0.0000000000, propagate_forward_time: 7.7485985756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674935341
validation[          , genome  4705] predictions:    9587/  10000 (95.87%), best:    9598/10000 (95.98%), error:      1412.91724, best error:      1377.48804 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.3965835571s, input_fired_time: 1.1061717272, output_fired_time: 0.9931561947, propagate_forward_time: 38.7201499939, propagate_backward_time: 59.0064964294, weight_update_time: 0.1238922551, other_time: 2.5706100464
epoch time: 8.3418045044s, input_fired_time: 0.1335608065, output_fired_time: 0.0000000000, propagate_forward_time: 7.7521624565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560809135
validation[          , genome  4705] predictions:    9590/  10000 (95.90%), best:    9598/10000 (95.98%), error:      1419.35681, best error:      1377.48804 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 103.0211791992s, input_fired_time: 1.1081167459, output_fired_time: 1.0052739382, propagate_forward_time: 38.8539581299, propagate_backward_time: 59.4860725403, weight_update_time: 0.1235149428, other_time: 2.5677604675
epoch time: 8.3674030304s, input_fired_time: 0.1365244389, output_fired_time: 0.0000000000, propagate_forward_time: 7.7634577751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674210548
validation[          , genome  4705] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1376.32288, best error:      1376.32288 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 102.2276916504s, input_fired_time: 1.0864033699, output_fired_time: 0.9952192903, propagate_forward_time: 38.6777229309, propagate_backward_time: 58.9733619690, weight_update_time: 0.1217897162, other_time: 2.4949874878
epoch time: 8.3058900833s, input_fired_time: 0.1329769194, output_fired_time: 0.0000000000, propagate_forward_time: 7.7123465538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605669975
validation[          , genome  4705] predictions:    9621/  10000 (96.21%), best:    9621/10000 (96.21%), error:      1327.62646, best error:      1327.62646 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 102.2905502319s, input_fired_time: 1.0848991871, output_fired_time: 0.9988965392, propagate_forward_time: 38.5753135681, propagate_backward_time: 59.1412277222, weight_update_time: 0.1218774468, other_time: 2.4902153015
epoch time: 8.3990201950s, input_fired_time: 0.1349320114, output_fired_time: 0.0000000000, propagate_forward_time: 7.8076086044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564800262
validation[          , genome  4705] predictions:    9596/  10000 (95.96%), best:    9621/10000 (96.21%), error:      1382.98706, best error:      1327.62646 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 102.9002151489s, input_fired_time: 1.0839983225, output_fired_time: 0.9978158474, propagate_forward_time: 38.8868331909, propagate_backward_time: 59.4364967346, weight_update_time: 0.1219648197, other_time: 2.4950675964
epoch time: 8.3345985413s, input_fired_time: 0.1342062503, output_fired_time: 0.0000000000, propagate_forward_time: 7.7453904152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550023079
validation[          , genome  4705] predictions:    9603/  10000 (96.03%), best:    9621/10000 (96.21%), error:      1360.24695, best error:      1327.62646 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.1188430786s, input_fired_time: 1.0823506117, output_fired_time: 0.9918349385, propagate_forward_time: 38.5852241516, propagate_backward_time: 58.9686584473, weight_update_time: 0.1214133650, other_time: 2.4907722473
epoch time: 8.3506250381s, input_fired_time: 0.1346688420, output_fired_time: 0.0000000000, propagate_forward_time: 7.7584538460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575018883
validation[          , genome  4705] predictions:    9546/  10000 (95.46%), best:    9621/10000 (96.21%), error:      1487.85767, best error:      1327.62646 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 102.5541915894s, input_fired_time: 1.0851336718, output_fired_time: 0.9957964420, propagate_forward_time: 38.7515754700, propagate_backward_time: 59.2276306152, weight_update_time: 0.1220469549, other_time: 2.4940528870
epoch time: 8.3254880905s, input_fired_time: 0.1340260208, output_fired_time: 0.0000000000, propagate_forward_time: 7.7379288673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535336494
validation[          , genome  4705] predictions:    9606/  10000 (96.06%), best:    9621/10000 (96.21%), error:      1385.19324, best error:      1327.62646 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.5347061157s, input_fired_time: 1.0809620619, output_fired_time: 0.9898681641, propagate_forward_time: 38.2971153259, propagate_backward_time: 58.6692314148, weight_update_time: 0.1217376813, other_time: 2.4975280762
epoch time: 8.2536172867s, input_fired_time: 0.1344638616, output_fired_time: 0.0000000000, propagate_forward_time: 7.6609950066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581580162
validation[          , genome  4705] predictions:    9610/  10000 (96.10%), best:    9621/10000 (96.21%), error:      1345.82471, best error:      1327.62646 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 102.7598342896s, input_fired_time: 1.0907595158, output_fired_time: 0.9983953238, propagate_forward_time: 38.8610916138, propagate_backward_time: 59.3011932373, weight_update_time: 0.1238507852, other_time: 2.5083923340
epoch time: 8.3631649017s, input_fired_time: 0.1341969073, output_fired_time: 0.0000000000, propagate_forward_time: 7.7711000443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578676224
validation[          , genome  4705] predictions:    9429/  10000 (94.29%), best:    9621/10000 (96.21%), error:      1873.78406, best error:      1327.62646 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 101.7659072876s, input_fired_time: 1.0854030848, output_fired_time: 0.9764591455, propagate_forward_time: 38.5891532898, propagate_backward_time: 58.6205444336, weight_update_time: 0.1220110804, other_time: 2.4943504333
epoch time: 8.2226400375s, input_fired_time: 0.1339251399, output_fired_time: 0.0000000000, propagate_forward_time: 7.6322956085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564189911
validation[          , genome  4705] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1298.27002, best error:      1298.27002 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 102.7551269531s, input_fired_time: 1.0868306160, output_fired_time: 1.0013270378, propagate_forward_time: 38.7586326599, propagate_backward_time: 59.4087524414, weight_update_time: 0.1224660426, other_time: 2.4995841980
epoch time: 8.3322381973s, input_fired_time: 0.1341028661, output_fired_time: 0.0000000000, propagate_forward_time: 7.7359852791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621500969
validation[          , genome  4705] predictions:    9572/  10000 (95.72%), best:    9629/10000 (96.29%), error:      1517.84387, best error:      1298.27002 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 102.6589050293s, input_fired_time: 1.1123129129, output_fired_time: 0.9934338331, propagate_forward_time: 38.6953163147, propagate_backward_time: 59.2781600952, weight_update_time: 0.1232617944, other_time: 2.5796852112
epoch time: 8.4251251221s, input_fired_time: 0.1371745616, output_fired_time: 0.0000000000, propagate_forward_time: 7.8183689117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695816040
validation[          , genome  4705] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1201.77881, best error:      1201.77881 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 102.3605728149s, input_fired_time: 1.1044137478, output_fired_time: 0.9971046448, propagate_forward_time: 38.6808204651, propagate_backward_time: 59.0252723694, weight_update_time: 0.1239208281, other_time: 2.5529556274
epoch time: 8.3570117950s, input_fired_time: 0.1343002915, output_fired_time: 0.0000000000, propagate_forward_time: 7.7650337219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576778412
validation[          , genome  4705] predictions:    9628/  10000 (96.28%), best:    9635/10000 (96.35%), error:      1305.13489, best error:      1201.77881 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 102.7713012695s, input_fired_time: 1.1020396948, output_fired_time: 0.9986712933, propagate_forward_time: 38.8104896545, propagate_backward_time: 59.3011207581, weight_update_time: 0.1259336025, other_time: 2.5589752197
epoch time: 8.2940292358s, input_fired_time: 0.1367883682, output_fired_time: 0.0000000000, propagate_forward_time: 7.6869339943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703068733
validation[          , genome  4705] predictions:    9630/  10000 (96.30%), best:    9635/10000 (96.35%), error:      1299.38403, best error:      1201.77881 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 102.7351226807s, input_fired_time: 1.0889142752, output_fired_time: 1.0006144047, propagate_forward_time: 38.7713890076, propagate_backward_time: 59.3720550537, weight_update_time: 0.1219004691, other_time: 2.5021476746
epoch time: 8.3673963547s, input_fired_time: 0.1343856305, output_fired_time: 0.0000000000, propagate_forward_time: 7.7772545815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557557106
validation[          , genome  4705] predictions:    9643/  10000 (96.43%), best:    9635/10000 (96.35%), error:      1261.24646, best error:      1201.77881 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.7738647461s, input_fired_time: 1.1109062433, output_fired_time: 0.9987125993, propagate_forward_time: 38.7622642517, propagate_backward_time: 59.3210220337, weight_update_time: 0.1240203604, other_time: 2.5809593201
epoch time: 8.4212684631s, input_fired_time: 0.1358917952, output_fired_time: 0.0000000000, propagate_forward_time: 7.8176589012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677176476
validation[          , genome  4705] predictions:    9610/  10000 (96.10%), best:    9635/10000 (96.35%), error:      1305.25989, best error:      1201.77881 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.3686141968s, input_fired_time: 1.0860861540, output_fired_time: 0.9926792383, propagate_forward_time: 38.7404823303, propagate_backward_time: 59.0480842590, weight_update_time: 0.1215073988, other_time: 2.5012893677
epoch time: 8.2700109482s, input_fired_time: 0.1333729029, output_fired_time: 0.0000000000, propagate_forward_time: 7.6809105873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557271004
validation[          , genome  4705] predictions:    9567/  10000 (95.67%), best:    9635/10000 (96.35%), error:      1409.70959, best error:      1201.77881 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.7554931641s, input_fired_time: 1.0870659351, output_fired_time: 0.9972849488, propagate_forward_time: 38.8604049683, propagate_backward_time: 59.3088684082, weight_update_time: 0.1247870326, other_time: 2.5018692017
epoch time: 8.3473930359s, input_fired_time: 0.1346957982, output_fired_time: 0.0000000000, propagate_forward_time: 7.7554197311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572772980
validation[          , genome  4705] predictions:    9616/  10000 (96.16%), best:    9635/10000 (96.35%), error:      1322.46936, best error:      1201.77881 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 102.8703155518s, input_fired_time: 1.1046037674, output_fired_time: 1.0070085526, propagate_forward_time: 38.8296890259, propagate_backward_time: 59.3761520386, weight_update_time: 0.1236182898, other_time: 2.5528564453
epoch time: 8.3834505081s, input_fired_time: 0.1354129910, output_fired_time: 0.0000000000, propagate_forward_time: 7.7915034294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565339088
validation[          , genome  4705] predictions:    9637/  10000 (96.37%), best:    9635/10000 (96.35%), error:      1273.48828, best error:      1201.77881 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 102.9333953857s, input_fired_time: 1.0964492559, output_fired_time: 1.0012181997, propagate_forward_time: 38.8976783752, propagate_backward_time: 59.4396133423, weight_update_time: 0.1226317212, other_time: 2.4984321594
epoch time: 8.2961292267s, input_fired_time: 0.1342686564, output_fired_time: 0.0000000000, propagate_forward_time: 7.7049155235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569449425
validation[          , genome  4705] predictions:    9580/  10000 (95.80%), best:    9635/10000 (96.35%), error:      1408.39856, best error:      1201.77881 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 102.8032684326s, input_fired_time: 1.0959867239, output_fired_time: 0.9963139296, propagate_forward_time: 38.8304481506, propagate_backward_time: 59.3858451843, weight_update_time: 0.1217145398, other_time: 2.4946746826
epoch time: 8.3676023483s, input_fired_time: 0.1347560436, output_fired_time: 0.0000000000, propagate_forward_time: 7.7743844986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584617615
validation[          , genome  4705] predictions:    9634/  10000 (96.34%), best:    9635/10000 (96.35%), error:      1284.51062, best error:      1201.77881 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 101.8589248657s, input_fired_time: 1.0842201710, output_fired_time: 0.9899397492, propagate_forward_time: 38.4526443481, propagate_backward_time: 58.8406829834, weight_update_time: 0.1224945411, other_time: 2.4914398193
epoch time: 8.3549404144s, input_fired_time: 0.1363731921, output_fired_time: 0.0000000000, propagate_forward_time: 7.7556381226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629287720
validation[          , genome  4705] predictions:    9624/  10000 (96.24%), best:    9635/10000 (96.35%), error:      1295.12146, best error:      1201.77881 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 102.3389968872s, input_fired_time: 1.0878030062, output_fired_time: 0.9848412275, propagate_forward_time: 38.8595046997, propagate_backward_time: 58.9091300964, weight_update_time: 0.1225081831, other_time: 2.4977149963
epoch time: 8.2512359619s, input_fired_time: 0.1344552636, output_fired_time: 0.0000000000, propagate_forward_time: 7.6608080864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559721947
validation[          , genome  4705] predictions:    9641/  10000 (96.41%), best:    9635/10000 (96.35%), error:      1244.29700, best error:      1201.77881 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.8833618164s, input_fired_time: 1.1144813299, output_fired_time: 0.9995635748, propagate_forward_time: 38.8248405457, propagate_backward_time: 59.3745002747, weight_update_time: 0.1245100349, other_time: 2.5699768066
epoch time: 8.3312854767s, input_fired_time: 0.1394794136, output_fired_time: 0.0000000000, propagate_forward_time: 7.7272205353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645853043
validation[          , genome  4705] predictions:    9643/  10000 (96.43%), best:    9635/10000 (96.35%), error:      1269.38135, best error:      1201.77881 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.6090469360s, input_fired_time: 1.1173033714, output_fired_time: 0.9925932288, propagate_forward_time: 38.8207817078, propagate_backward_time: 59.1033592224, weight_update_time: 0.1236935183, other_time: 2.5750122070
epoch time: 8.3220596313s, input_fired_time: 0.1362442076, output_fired_time: 0.0000000000, propagate_forward_time: 7.7133388519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724769592
validation[          , genome  4705] predictions:    9620/  10000 (96.20%), best:    9635/10000 (96.35%), error:      1290.45203, best error:      1201.77881 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 102.4905166626s, input_fired_time: 1.1138167381, output_fired_time: 0.9973367453, propagate_forward_time: 38.7256813049, propagate_backward_time: 59.0817031860, weight_update_time: 0.1240762845, other_time: 2.5719795227
epoch time: 8.3032789230s, input_fired_time: 0.1353224367, output_fired_time: 0.0000000000, propagate_forward_time: 7.7007765770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671797752
validation[          , genome  4705] predictions:    9630/  10000 (96.30%), best:    9635/10000 (96.35%), error:      1233.86401, best error:      1201.77881 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 102.3953170776s, input_fired_time: 1.1122245789, output_fired_time: 0.9986577630, propagate_forward_time: 38.7428855896, propagate_backward_time: 58.9598503113, weight_update_time: 0.1240246370, other_time: 2.5817031860
epoch time: 8.3456020355s, input_fired_time: 0.1368422061, output_fired_time: 0.0000000000, propagate_forward_time: 7.7423200607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664402008
validation[          , genome  4705] predictions:    9609/  10000 (96.09%), best:    9635/10000 (96.35%), error:      1343.57043, best error:      1201.77881 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.3400955200s, input_fired_time: 1.1103432178, output_fired_time: 0.9932409525, propagate_forward_time: 38.6560974121, propagate_backward_time: 59.0003700256, weight_update_time: 0.1240930185, other_time: 2.5800437927
epoch time: 8.3643808365s, input_fired_time: 0.1391599476, output_fired_time: 0.0000000000, propagate_forward_time: 7.7557082176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695124626
validation[          , genome  4705] predictions:    9627/  10000 (96.27%), best:    9635/10000 (96.35%), error:      1254.61084, best error:      1201.77881 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.9190979004s, input_fired_time: 1.0912587643, output_fired_time: 0.9928351045, propagate_forward_time: 38.4859771729, propagate_backward_time: 58.8484306335, weight_update_time: 0.1223586202, other_time: 2.5005989075
epoch time: 8.2857913971s, input_fired_time: 0.1377725303, output_fired_time: 0.0000000000, propagate_forward_time: 7.6823697090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656491280
validation[          , genome  4705] predictions:    9652/  10000 (96.52%), best:    9635/10000 (96.35%), error:      1251.03174, best error:      1201.77881 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 102.5091476440s, input_fired_time: 1.0924239159, output_fired_time: 1.0040479898, propagate_forward_time: 38.6679916382, propagate_backward_time: 59.2403945923, weight_update_time: 0.1231344193, other_time: 2.5042877197
epoch time: 8.3037338257s, input_fired_time: 0.1365291774, output_fired_time: 0.0000000000, propagate_forward_time: 7.7095475197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576573372
validation[          , genome  4705] predictions:    9652/  10000 (96.52%), best:    9635/10000 (96.35%), error:      1234.36768, best error:      1201.77881 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.5796813965s, input_fired_time: 1.1038446426, output_fired_time: 0.9944445491, propagate_forward_time: 38.8121795654, propagate_backward_time: 59.1451988220, weight_update_time: 0.1238229424, other_time: 2.5240135193
epoch time: 8.3107833862s, input_fired_time: 0.1354026794, output_fired_time: 0.0000000000, propagate_forward_time: 7.7201442719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552364349
validation[          , genome  4705] predictions:    9630/  10000 (96.30%), best:    9635/10000 (96.35%), error:      1256.51990, best error:      1201.77881 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.2026824951s, input_fired_time: 1.1104842424, output_fired_time: 1.0081402063, propagate_forward_time: 38.9776382446, propagate_backward_time: 59.5343513489, weight_update_time: 0.1255871058, other_time: 2.5720710754
epoch time: 8.4122962952s, input_fired_time: 0.1381108761, output_fired_time: 0.0000000000, propagate_forward_time: 7.7999691963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742159843
validation[          , genome  4705] predictions:    9622/  10000 (96.22%), best:    9635/10000 (96.35%), error:      1237.78430, best error:      1201.77881 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 101.5938415527s, input_fired_time: 1.0922145844, output_fired_time: 0.9867109060, propagate_forward_time: 38.4242477417, propagate_backward_time: 58.6026992798, weight_update_time: 0.1216940284, other_time: 2.4879684448
epoch time: 8.3357563019s, input_fired_time: 0.1359118670, output_fired_time: 0.0000000000, propagate_forward_time: 7.7422637939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575805664
validation[          , genome  4705] predictions:    9627/  10000 (96.27%), best:    9635/10000 (96.35%), error:      1211.02637, best error:      1201.77881 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 102.6891555786s, input_fired_time: 1.1012377739, output_fired_time: 0.9995913506, propagate_forward_time: 38.8581771851, propagate_backward_time: 59.2254791260, weight_update_time: 0.1225265563, other_time: 2.5046768188
epoch time: 8.3772792816s, input_fired_time: 0.1359926313, output_fired_time: 0.0000000000, propagate_forward_time: 7.7801661491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611201286
validation[          , genome  4705] predictions:    9622/  10000 (96.22%), best:    9635/10000 (96.35%), error:      1270.25281, best error:      1201.77881 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 102.3382339478s, input_fired_time: 1.0980088711, output_fired_time: 0.9943433404, propagate_forward_time: 38.6671752930, propagate_backward_time: 59.0666923523, weight_update_time: 0.1227359623, other_time: 2.5120124817
epoch time: 8.2107982635s, input_fired_time: 0.1347449273, output_fired_time: 0.0000000000, propagate_forward_time: 7.6172952652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587583542
validation[          , genome  4705] predictions:    9639/  10000 (96.39%), best:    9635/10000 (96.35%), error:      1246.61646, best error:      1201.77881 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 102.7210540771s, input_fired_time: 1.1058874130, output_fired_time: 0.9984393120, propagate_forward_time: 38.7853889465, propagate_backward_time: 59.3039169312, weight_update_time: 0.1226424202, other_time: 2.5274238586
epoch time: 8.3922834396s, input_fired_time: 0.1357282102, output_fired_time: 0.0000000000, propagate_forward_time: 7.8000531197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565024376
validation[          , genome  4705] predictions:    9605/  10000 (96.05%), best:    9635/10000 (96.35%), error:      1379.43835, best error:      1201.77881 on epoch:    27, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 102.1079635620s, input_fired_time: 1.0946003199, output_fired_time: 0.9950989485, propagate_forward_time: 38.6310081482, propagate_backward_time: 58.8939056396, weight_update_time: 0.1216427684, other_time: 2.4933509827
epoch time: 8.3027429581s, input_fired_time: 0.1372779310, output_fired_time: 0.0000000000, propagate_forward_time: 7.7145175934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509477615
validation[          , genome  4705] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1200.43872, best error:      1200.43872 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.5382614136s, input_fired_time: 1.0961618423, output_fired_time: 0.9956712723, propagate_forward_time: 38.7620658875, propagate_backward_time: 59.1796646118, weight_update_time: 0.1227837950, other_time: 2.5046958923
epoch time: 8.3294563293s, input_fired_time: 0.1370237023, output_fired_time: 0.0000000000, propagate_forward_time: 7.7352108955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572215080
validation[          , genome  4705] predictions:    9584/  10000 (95.84%), best:    9661/10000 (96.61%), error:      1470.29028, best error:      1200.43872 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 102.3375854492s, input_fired_time: 1.1067069769, output_fired_time: 0.9959501028, propagate_forward_time: 38.6049613953, propagate_backward_time: 59.0788459778, weight_update_time: 0.1239002571, other_time: 2.5511245728
epoch time: 8.3341045380s, input_fired_time: 0.1372206807, output_fired_time: 0.0000000000, propagate_forward_time: 7.7316074371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652767181
validation[          , genome  4705] predictions:    9639/  10000 (96.39%), best:    9661/10000 (96.61%), error:      1242.44214, best error:      1200.43872 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 102.8943328857s, input_fired_time: 1.1222422123, output_fired_time: 0.9996036291, propagate_forward_time: 38.8774185181, propagate_backward_time: 59.3246955872, weight_update_time: 0.1235635728, other_time: 2.5703697205
epoch time: 8.2636823654s, input_fired_time: 0.1385149807, output_fired_time: 0.0000000000, propagate_forward_time: 7.6592154503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659523964
validation[          , genome  4705] predictions:    9643/  10000 (96.43%), best:    9661/10000 (96.61%), error:      1244.43652, best error:      1200.43872 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 101.6681518555s, input_fired_time: 1.1121724844, output_fired_time: 0.9987720251, propagate_forward_time: 38.3829116821, propagate_backward_time: 58.6060943604, weight_update_time: 0.1231963634, other_time: 2.5681991577
epoch time: 8.2575845718s, input_fired_time: 0.1374043226, output_fired_time: 0.0000000000, propagate_forward_time: 7.6525712013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676089287
validation[          , genome  4705] predictions:    9621/  10000 (96.21%), best:    9661/10000 (96.61%), error:      1270.52942, best error:      1200.43872 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 102.3345947266s, input_fired_time: 1.1039124727, output_fired_time: 0.9963728786, propagate_forward_time: 38.6950569153, propagate_backward_time: 59.0110054016, weight_update_time: 0.1229737327, other_time: 2.5282440186
epoch time: 8.2921285629s, input_fired_time: 0.1370344758, output_fired_time: 0.0000000000, propagate_forward_time: 7.6829524040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721417427
validation[          , genome  4705] predictions:    9545/  10000 (95.45%), best:    9661/10000 (96.61%), error:      1532.49158, best error:      1200.43872 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.0773391724s, input_fired_time: 1.0974104404, output_fired_time: 0.9925737381, propagate_forward_time: 38.5507774353, propagate_backward_time: 58.9471817017, weight_update_time: 0.1218790561, other_time: 2.4893913269
epoch time: 8.3497447968s, input_fired_time: 0.1352002919, output_fired_time: 0.0000000000, propagate_forward_time: 7.7609810829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535632133
validation[          , genome  4705] predictions:    9642/  10000 (96.42%), best:    9661/10000 (96.61%), error:      1252.41821, best error:      1200.43872 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 103.0940170288s, input_fired_time: 1.1189322472, output_fired_time: 1.0024032593, propagate_forward_time: 38.9073791504, propagate_backward_time: 59.4926605225, weight_update_time: 0.1243834570, other_time: 2.5726394653
epoch time: 8.3904113770s, input_fired_time: 0.1401411742, output_fired_time: 0.0000000000, propagate_forward_time: 7.7817449570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685249329
validation[          , genome  4705] predictions:    9553/  10000 (95.53%), best:    9661/10000 (96.61%), error:      1484.89026, best error:      1200.43872 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.5758056641s, input_fired_time: 1.0962325335, output_fired_time: 0.9953273535, propagate_forward_time: 38.8017044067, propagate_backward_time: 59.1863555908, weight_update_time: 0.1222544834, other_time: 2.4961853027
epoch time: 8.3798341751s, input_fired_time: 0.1373859644, output_fired_time: 0.0000000000, propagate_forward_time: 7.7839941978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584536552
validation[          , genome  4705] predictions:    9608/  10000 (96.08%), best:    9661/10000 (96.61%), error:      1328.92273, best error:      1200.43872 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.7190551758s, input_fired_time: 1.1157494783, output_fired_time: 0.9990839958, propagate_forward_time: 38.7539863586, propagate_backward_time: 59.2907371521, weight_update_time: 0.1243009493, other_time: 2.5594940186
epoch time: 8.3771867752s, input_fired_time: 0.1368384063, output_fired_time: 0.0000000000, propagate_forward_time: 7.7724299431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679188728
validation[          , genome  4705] predictions:    9561/  10000 (95.61%), best:    9661/10000 (96.61%), error:      1525.14929, best error:      1200.43872 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.4539642334s, input_fired_time: 1.0932651758, output_fired_time: 0.9940510988, propagate_forward_time: 38.6968193054, propagate_backward_time: 59.1721420288, weight_update_time: 0.1212699264, other_time: 2.4976921082
epoch time: 8.3271560669s, input_fired_time: 0.1378537565, output_fired_time: 0.0000000000, propagate_forward_time: 7.7387218475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505805969
validation[          , genome  4705] predictions:    9643/  10000 (96.43%), best:    9661/10000 (96.61%), error:      1261.63000, best error:      1200.43872 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.7971420288s, input_fired_time: 1.1081291437, output_fired_time: 0.9972757101, propagate_forward_time: 38.9200630188, propagate_backward_time: 59.2692337036, weight_update_time: 0.1219751686, other_time: 2.5024375916
epoch time: 8.3903770447s, input_fired_time: 0.1358128041, output_fired_time: 0.0000000000, propagate_forward_time: 7.7977628708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568014145
validation[          , genome  4705] predictions:    9600/  10000 (96.00%), best:    9661/10000 (96.61%), error:      1351.59546, best error:      1200.43872 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.3680114746s, input_fired_time: 1.1201857328, output_fired_time: 1.0010290146, propagate_forward_time: 38.5901947021, propagate_backward_time: 59.0955314636, weight_update_time: 0.1228465289, other_time: 2.5610694885
epoch time: 8.3083667755s, input_fired_time: 0.1381399333, output_fired_time: 0.0000000000, propagate_forward_time: 7.7008509636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693760872
validation[          , genome  4705] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1177.98718, best error:      1177.98718 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 102.6704711914s, input_fired_time: 1.1198742390, output_fired_time: 0.9953838587, propagate_forward_time: 38.8016586304, propagate_backward_time: 59.1853141785, weight_update_time: 0.1232399195, other_time: 2.5682411194
epoch time: 8.3510427475s, input_fired_time: 0.1387849003, output_fired_time: 0.0000000000, propagate_forward_time: 7.7406706810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715867043
validation[          , genome  4705] predictions:    9653/  10000 (96.53%), best:    9654/10000 (96.54%), error:      1239.78247, best error:      1177.98718 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.6415252686s, input_fired_time: 1.1228605509, output_fired_time: 0.9964190125, propagate_forward_time: 38.7853698730, propagate_backward_time: 59.1515502930, weight_update_time: 0.1239255443, other_time: 2.5853195190
epoch time: 8.3243484497s, input_fired_time: 0.1363330930, output_fired_time: 0.0000000000, propagate_forward_time: 7.7337756157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542393684
validation[          , genome  4705] predictions:    9643/  10000 (96.43%), best:    9654/10000 (96.54%), error:      1225.45813, best error:      1177.98718 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.3194122314s, input_fired_time: 1.1232918501, output_fired_time: 0.9974561334, propagate_forward_time: 38.6145782471, propagate_backward_time: 59.0121116638, weight_update_time: 0.1238297671, other_time: 2.5719718933
epoch time: 8.3348875046s, input_fired_time: 0.1395097971, output_fired_time: 0.0000000000, propagate_forward_time: 7.7280197144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673576355
validation[          , genome  4705] predictions:    9623/  10000 (96.23%), best:    9654/10000 (96.54%), error:      1264.06885, best error:      1177.98718 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 102.4820861816s, input_fired_time: 1.1175762415, output_fired_time: 0.9991760850, propagate_forward_time: 38.7136726379, propagate_backward_time: 59.0999069214, weight_update_time: 0.1239755228, other_time: 2.5517539978
epoch time: 8.3210287094s, input_fired_time: 0.1407289058, output_fired_time: 0.0000000000, propagate_forward_time: 7.7147598267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655399323
validation[          , genome  4705] predictions:    9548/  10000 (95.48%), best:    9654/10000 (96.54%), error:      1486.36755, best error:      1177.98718 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 102.8074645996s, input_fired_time: 1.0984147787, output_fired_time: 0.9989911914, propagate_forward_time: 38.8299636841, propagate_backward_time: 59.3847961426, weight_update_time: 0.1234776750, other_time: 2.4953002930
epoch time: 8.2992830276s, input_fired_time: 0.1376213729, output_fired_time: 0.0000000000, propagate_forward_time: 7.7042822838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573798180
validation[          , genome  4705] predictions:    9613/  10000 (96.13%), best:    9654/10000 (96.54%), error:      1319.68054, best error:      1177.98718 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 102.9413681030s, input_fired_time: 1.1057144403, output_fired_time: 0.9979236722, propagate_forward_time: 38.8877410889, propagate_backward_time: 59.4438591003, weight_update_time: 0.1237730086, other_time: 2.5061302185
epoch time: 8.3927192688s, input_fired_time: 0.1370741874, output_fired_time: 0.0000000000, propagate_forward_time: 7.7976164818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580283165
validation[          , genome  4705] predictions:    9639/  10000 (96.39%), best:    9654/10000 (96.54%), error:      1248.56079, best error:      1177.98718 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 103.0197753906s, input_fired_time: 1.1217958927, output_fired_time: 1.0021605492, propagate_forward_time: 38.8868637085, propagate_backward_time: 59.4399414063, weight_update_time: 0.1235607937, other_time: 2.5690155029
epoch time: 8.4158201218s, input_fired_time: 0.1401432753, output_fired_time: 0.0000000000, propagate_forward_time: 7.8065166473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691600800
validation[          , genome  4705] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1176.35559, best error:      1176.35559 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 102.5053482056s, input_fired_time: 1.1059372425, output_fired_time: 0.9942421913, propagate_forward_time: 38.7360992432, propagate_backward_time: 59.1705780029, weight_update_time: 0.1224540174, other_time: 2.4984970093
epoch time: 8.2482414246s, input_fired_time: 0.1366790682, output_fired_time: 0.0000000000, propagate_forward_time: 7.6565232277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550395012
validation[          , genome  4705] predictions:    9585/  10000 (95.85%), best:    9666/10000 (96.66%), error:      1426.59387, best error:      1176.35559 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.8000411987s, input_fired_time: 1.1317192316, output_fired_time: 0.9997370243, propagate_forward_time: 38.7311973572, propagate_backward_time: 59.3632011414, weight_update_time: 0.1237405539, other_time: 2.5741806030
epoch time: 8.3544473648s, input_fired_time: 0.1404452473, output_fired_time: 0.0000000000, propagate_forward_time: 7.7466735840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673280716
validation[          , genome  4705] predictions:    9663/  10000 (96.63%), best:    9666/10000 (96.66%), error:      1183.85193, best error:      1176.35559 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 102.8628158569s, input_fired_time: 1.1026976109, output_fired_time: 0.9996744990, propagate_forward_time: 38.8824310303, propagate_backward_time: 59.3777084351, weight_update_time: 0.1236388311, other_time: 2.5003051758
epoch time: 8.3478450775s, input_fired_time: 0.1368849128, output_fired_time: 0.0000000000, propagate_forward_time: 7.7575721741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533882141
validation[          , genome  4705] predictions:    9647/  10000 (96.47%), best:    9666/10000 (96.66%), error:      1215.58545, best error:      1176.35559 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.6829605103s, input_fired_time: 1.1312839985, output_fired_time: 0.9989082813, propagate_forward_time: 38.7312469482, propagate_backward_time: 59.2422332764, weight_update_time: 0.1240200028, other_time: 2.5792846680
epoch time: 8.3906755447s, input_fired_time: 0.1415097713, output_fired_time: 0.0000000000, propagate_forward_time: 7.7779822350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711833000
validation[          , genome  4705] predictions:    9637/  10000 (96.37%), best:    9666/10000 (96.66%), error:      1249.18787, best error:      1176.35559 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 101.7968750000s, input_fired_time: 1.1221086979, output_fired_time: 0.9929037690, propagate_forward_time: 38.4382705688, propagate_backward_time: 58.6713562012, weight_update_time: 0.1229473054, other_time: 2.5722351074
epoch time: 8.3432579041s, input_fired_time: 0.1398788542, output_fired_time: 0.0000000000, propagate_forward_time: 7.7344026566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689760208
validation[          , genome  4705] predictions:    9638/  10000 (96.38%), best:    9666/10000 (96.66%), error:      1234.68433, best error:      1176.35559 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 102.6725311279s, input_fired_time: 1.1243890524, output_fired_time: 0.9988695979, propagate_forward_time: 38.7849693298, propagate_backward_time: 59.2098121643, weight_update_time: 0.1235423908, other_time: 2.5544891357
epoch time: 8.3985719681s, input_fired_time: 0.1401288062, output_fired_time: 0.0000000000, propagate_forward_time: 7.7886018753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698410034
validation[          , genome  4705] predictions:    9634/  10000 (96.34%), best:    9666/10000 (96.66%), error:      1297.86804, best error:      1176.35559 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 102.3442611694s, input_fired_time: 1.1179766655, output_fired_time: 0.9934664965, propagate_forward_time: 38.6575775146, propagate_backward_time: 59.0486564636, weight_update_time: 0.1227157786, other_time: 2.5265846252
epoch time: 8.3397903442s, input_fired_time: 0.1387499422, output_fired_time: 0.0000000000, propagate_forward_time: 7.7460088730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550313950
validation[          , genome  4705] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1157.53125, best error:      1157.53125 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 102.6299591064s, input_fired_time: 1.1080924273, output_fired_time: 1.0002645254, propagate_forward_time: 38.7835617065, propagate_backward_time: 59.2414512634, weight_update_time: 0.1224894077, other_time: 2.4965858459
epoch time: 8.3206386566s, input_fired_time: 0.1430709511, output_fired_time: 0.0000000000, propagate_forward_time: 7.7204074860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571599960
validation[          , genome  4705] predictions:    9670/  10000 (96.70%), best:    9668/10000 (96.68%), error:      1188.04089, best error:      1157.53125 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 101.7645797729s, input_fired_time: 1.1239900589, output_fired_time: 0.9894127250, propagate_forward_time: 38.3365669250, propagate_backward_time: 58.7434082031, weight_update_time: 0.1238554195, other_time: 2.5712013245
epoch time: 8.2754011154s, input_fired_time: 0.1408870071, output_fired_time: 0.0000000000, propagate_forward_time: 7.6699790955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645347595
validation[          , genome  4705] predictions:    9647/  10000 (96.47%), best:    9668/10000 (96.68%), error:      1263.52393, best error:      1157.53125 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 102.2725524902s, input_fired_time: 1.1019164324, output_fired_time: 0.9949097633, propagate_forward_time: 38.6510505676, propagate_backward_time: 59.0285797119, weight_update_time: 0.1208923757, other_time: 2.4960975647
epoch time: 8.3334989548s, input_fired_time: 0.1379984915, output_fired_time: 0.0000000000, propagate_forward_time: 7.7375397682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579606056
validation[          , genome  4705] predictions:    9651/  10000 (96.51%), best:    9668/10000 (96.68%), error:      1210.95154, best error:      1157.53125 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.8664321899s, input_fired_time: 1.1084314585, output_fired_time: 0.9980421066, propagate_forward_time: 38.8982353210, propagate_backward_time: 59.3659782410, weight_update_time: 0.1223650351, other_time: 2.4957504272
epoch time: 8.3860301971s, input_fired_time: 0.1373308599, output_fired_time: 0.0000000000, propagate_forward_time: 7.7947368622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539623260
validation[          , genome  4705] predictions:    9586/  10000 (95.86%), best:    9668/10000 (96.68%), error:      1355.95410, best error:      1157.53125 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.0952911377s, input_fired_time: 1.1000937223, output_fired_time: 0.9940303564, propagate_forward_time: 38.5773849487, propagate_backward_time: 58.9340362549, weight_update_time: 0.1227808893, other_time: 2.4897460938
epoch time: 8.3976535797s, input_fired_time: 0.1387541592, output_fired_time: 0.0000000000, propagate_forward_time: 7.8036403656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552593231
validation[          , genome  4705] predictions:    9613/  10000 (96.13%), best:    9668/10000 (96.68%), error:      1328.62744, best error:      1157.53125 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 101.8871383667s, input_fired_time: 1.1166392565, output_fired_time: 0.9920291305, propagate_forward_time: 38.4182052612, propagate_backward_time: 58.8149566650, weight_update_time: 0.1224907935, other_time: 2.5453109741
epoch time: 8.3226938248s, input_fired_time: 0.1392398179, output_fired_time: 0.0000000000, propagate_forward_time: 7.7203369141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631166458
validation[          , genome  4705] predictions:    9648/  10000 (96.48%), best:    9668/10000 (96.68%), error:      1247.87756, best error:      1157.53125 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 102.9280700684s, input_fired_time: 1.1134599447, output_fired_time: 0.9999576211, propagate_forward_time: 38.9336090088, propagate_backward_time: 59.3827629089, weight_update_time: 0.1225872785, other_time: 2.4982872009
epoch time: 8.3639955521s, input_fired_time: 0.1380865723, output_fired_time: 0.0000000000, propagate_forward_time: 7.7670979500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588112831
validation[          , genome  4705] predictions:    9658/  10000 (96.58%), best:    9668/10000 (96.68%), error:      1193.16235, best error:      1157.53125 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 102.4565734863s, input_fired_time: 1.1122887135, output_fired_time: 0.9969201684, propagate_forward_time: 38.7496986389, propagate_backward_time: 59.1000251770, weight_update_time: 0.1234816313, other_time: 2.4976425171
epoch time: 8.2943344116s, input_fired_time: 0.1389015466, output_fired_time: 0.0000000000, propagate_forward_time: 7.6983399391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570927620
validation[          , genome  4705] predictions:    9682/  10000 (96.82%), best:    9668/10000 (96.68%), error:      1165.50500, best error:      1157.53125 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 102.2774124146s, input_fired_time: 1.1249654293, output_fired_time: 0.9915298223, propagate_forward_time: 38.6973266602, propagate_backward_time: 58.9009132385, weight_update_time: 0.1227154359, other_time: 2.5626792908
epoch time: 8.3026876450s, input_fired_time: 0.1399343461, output_fired_time: 0.0000000000, propagate_forward_time: 7.6911563873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715967178
validation[          , genome  4705] predictions:    9655/  10000 (96.55%), best:    9668/10000 (96.68%), error:      1160.34863, best error:      1157.53125 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 102.7178497314s, input_fired_time: 1.1308604479, output_fired_time: 0.9965566397, propagate_forward_time: 38.7235870361, propagate_backward_time: 59.2862510681, weight_update_time: 0.1237009168, other_time: 2.5805931091
epoch time: 8.3367519379s, input_fired_time: 0.1411381364, output_fired_time: 0.0000000000, propagate_forward_time: 7.7278943062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677195549
validation[          , genome  4705] predictions:    9662/  10000 (96.62%), best:    9668/10000 (96.68%), error:      1233.60986, best error:      1157.53125 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 101.5451965332s, input_fired_time: 1.1334083080, output_fired_time: 0.9869762659, propagate_forward_time: 38.1441001892, propagate_backward_time: 58.7266998291, weight_update_time: 0.1223715469, other_time: 2.5540122986
epoch time: 8.2847604752s, input_fired_time: 0.1413631886, output_fired_time: 0.0000000000, propagate_forward_time: 7.6729598045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704375267
validation[          , genome  4705] predictions:    9612/  10000 (96.12%), best:    9668/10000 (96.68%), error:      1332.64978, best error:      1157.53125 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 102.8830261230s, input_fired_time: 1.1126933098, output_fired_time: 1.0006048679, propagate_forward_time: 38.8989677429, propagate_backward_time: 59.3682289124, weight_update_time: 0.1224928126, other_time: 2.5025329590
epoch time: 8.3229036331s, input_fired_time: 0.1396858096, output_fired_time: 0.0000000000, propagate_forward_time: 7.7265405655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566774368
validation[          , genome  4705] predictions:    9643/  10000 (96.43%), best:    9668/10000 (96.68%), error:      1212.91992, best error:      1157.53125 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.2842178345s, input_fired_time: 1.1247191429, output_fired_time: 1.0002771616, propagate_forward_time: 38.7223091125, propagate_backward_time: 58.9157524109, weight_update_time: 0.1230921447, other_time: 2.5211639404
epoch time: 8.3402776718s, input_fired_time: 0.1411381066, output_fired_time: 0.0000000000, propagate_forward_time: 7.7316722870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674673080
validation[          , genome  4705] predictions:    9659/  10000 (96.59%), best:    9668/10000 (96.68%), error:      1182.23206, best error:      1157.53125 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.7518234253s, input_fired_time: 1.1312651634, output_fired_time: 1.0002772808, propagate_forward_time: 38.8340644836, propagate_backward_time: 59.2301254272, weight_update_time: 0.1241595745, other_time: 2.5560951233
epoch time: 8.3264446259s, input_fired_time: 0.1406328231, output_fired_time: 0.0000000000, propagate_forward_time: 7.7200336456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657783508
validation[          , genome  4705] predictions:    9660/  10000 (96.60%), best:    9668/10000 (96.68%), error:      1158.85425, best error:      1157.53125 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.0127716064s, input_fired_time: 1.1361614466, output_fired_time: 1.0015257597, propagate_forward_time: 38.8845748901, propagate_backward_time: 59.4152565002, weight_update_time: 0.1238170192, other_time: 2.5752525330
epoch time: 8.3557167053s, input_fired_time: 0.1417117417, output_fired_time: 0.0000000000, propagate_forward_time: 7.7457165718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682879448
validation[          , genome  4705] predictions:    9641/  10000 (96.41%), best:    9668/10000 (96.68%), error:      1237.74316, best error:      1157.53125 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 102.2659378052s, input_fired_time: 1.1308327913, output_fired_time: 0.9882627130, propagate_forward_time: 38.6322250366, propagate_backward_time: 58.9684066772, weight_update_time: 0.1221378893, other_time: 2.5462036133
epoch time: 8.2506866455s, input_fired_time: 0.1403261274, output_fired_time: 0.0000000000, propagate_forward_time: 7.6536817551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566783905
validation[          , genome  4705] predictions:    9647/  10000 (96.47%), best:    9668/10000 (96.68%), error:      1231.60303, best error:      1157.53125 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 102.9222259521s, input_fired_time: 1.1129623652, output_fired_time: 0.9991044402, propagate_forward_time: 38.8697357178, propagate_backward_time: 59.4403114319, weight_update_time: 0.1226914376, other_time: 2.5001106262
epoch time: 8.3798494339s, input_fired_time: 0.1406951547, output_fired_time: 0.0000000000, propagate_forward_time: 7.7830076218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561462402
validation[          , genome  4705] predictions:    9657/  10000 (96.57%), best:    9668/10000 (96.68%), error:      1210.97119, best error:      1157.53125 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 102.7135620117s, input_fired_time: 1.1172571182, output_fired_time: 0.9986537695, propagate_forward_time: 38.8376960754, propagate_backward_time: 59.2636604309, weight_update_time: 0.1230583861, other_time: 2.4962921143
epoch time: 8.3248405457s, input_fired_time: 0.1414554417, output_fired_time: 0.0000000000, propagate_forward_time: 7.7294659615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539189339
validation[          , genome  4705] predictions:    9634/  10000 (96.34%), best:    9668/10000 (96.68%), error:      1267.14319, best error:      1157.53125 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 102.4157028198s, input_fired_time: 1.1344579458, output_fired_time: 0.9944640994, propagate_forward_time: 38.6835365295, propagate_backward_time: 59.0300369263, weight_update_time: 0.1243783236, other_time: 2.5732078552
epoch time: 8.3368930817s, input_fired_time: 0.1412782222, output_fired_time: 0.0000000000, propagate_forward_time: 7.7280950546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675197601
validation[          , genome  4705] predictions:    9536/  10000 (95.36%), best:    9668/10000 (96.68%), error:      1641.40295, best error:      1157.53125 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.5568618774s, input_fired_time: 1.1334218979, output_fired_time: 0.9963589907, propagate_forward_time: 38.6654319763, propagate_backward_time: 59.1996917725, weight_update_time: 0.1236910075, other_time: 2.5619544983
epoch time: 8.4020853043s, input_fired_time: 0.1436813325, output_fired_time: 0.0000000000, propagate_forward_time: 7.7903070450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680967331
validation[          , genome  4705] predictions:    9666/  10000 (96.66%), best:    9668/10000 (96.68%), error:      1176.22998, best error:      1157.53125 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 102.8689880371s, input_fired_time: 1.1349194050, output_fired_time: 0.9984018803, propagate_forward_time: 38.8275985718, propagate_backward_time: 59.3399734497, weight_update_time: 0.1238422021, other_time: 2.5680923462
epoch time: 8.4198246002s, input_fired_time: 0.1421103179, output_fired_time: 0.0000000000, propagate_forward_time: 7.8107089996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670057297
validation[          , genome  4705] predictions:    9661/  10000 (96.61%), best:    9668/10000 (96.68%), error:      1199.54492, best error:      1157.53125 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 102.7245330811s, input_fired_time: 1.1190222502, output_fired_time: 0.9968364239, propagate_forward_time: 38.8508186340, propagate_backward_time: 59.2569694519, weight_update_time: 0.1219648719, other_time: 2.5008926392
epoch time: 8.3860578537s, input_fired_time: 0.1424408853, output_fired_time: 0.0000000000, propagate_forward_time: 7.7870254517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565916061
validation[          , genome  4705] predictions:    9653/  10000 (96.53%), best:    9668/10000 (96.68%), error:      1196.64368, best error:      1157.53125 on epoch:    78, 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: 41.5778999329s, input_fired_time: 0.6940365434, output_fired_time: 0.0000000000, propagate_forward_time: 38.5414161682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3424453735
best training[          , genome  4705] predictions:   49035/  50000 (98.07%), best:    9668/10000 (96.68%), error:      3577.70947, best error:      1157.53125 on epoch:    78, 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: 8.2673072815s, input_fired_time: 0.1362250149, output_fired_time: 0.0000000000, propagate_forward_time: 7.6735110283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575715065
   testing[          , genome  4705] predictions:    9680/  10000 (96.80%), best:    9668/10000 (96.68%), error:      1065.76355, best error:      1157.53125 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:37:15 (4200): called boinc_finish(0)

</stderr_txt>
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