Nameexact_genome_1512568488_42_6540_1
Workunit2603937
Created7 Dec 2017, 20:22:37 UTC
Sent7 Dec 2017, 20:26:43 UTC
Report deadline13 Dec 2017, 4:48:38 UTC
Received8 Dec 2017, 14:58:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time2 hours 55 min 17 sec
CPU time2 hours 55 min 4 sec
Validate stateValid
Credit1,337.14
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.76 MB
Peak swap size154.05 MB
Peak disk usage1.31 MB

Stderr output

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

epoch time: 95.2942581177s, input_fired_time: 0.7524347901, output_fired_time: 0.5442207456, propagate_forward_time: 39.8117980957, propagate_backward_time: 51.7568054199, weight_update_time: 0.1270120293, other_time: 2.4290008545
epoch time: 8.5749282837s, input_fired_time: 0.0894317031, output_fired_time: 0.0000000000, propagate_forward_time: 8.0539999008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314966202
validation[          , genome  6540] predictions:    9680/  10000 (96.80%), best:    9678/10000 (96.78%), error:      1092.49231, best error:      1062.88635 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 96.5198974609s, input_fired_time: 0.7618481517, output_fired_time: 0.5526764393, propagate_forward_time: 40.3356246948, propagate_backward_time: 52.4038925171, weight_update_time: 0.1312069744, other_time: 2.4658584595
epoch time: 8.5163688660s, input_fired_time: 0.0881198198, output_fired_time: 0.0000000000, propagate_forward_time: 7.9976482391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306011200
validation[          , genome  6540] predictions:    9699/  10000 (96.99%), best:    9678/10000 (96.78%), error:      1065.96484, best error:      1062.88635 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 96.1495285034s, input_fired_time: 0.7582360506, output_fired_time: 0.5506399274, propagate_forward_time: 40.1475868225, propagate_backward_time: 52.2723999023, weight_update_time: 0.1291041374, other_time: 2.4206657410
epoch time: 8.5375928879s, input_fired_time: 0.0886898339, output_fired_time: 0.0000000000, propagate_forward_time: 8.0202789307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286241531
validation[          , genome  6540] predictions:    9664/  10000 (96.64%), best:    9678/10000 (96.78%), error:      1123.63721, best error:      1062.88635 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 95.9372100830s, input_fired_time: 0.7536844015, output_fired_time: 0.5419914722, propagate_forward_time: 40.1335372925, propagate_backward_time: 52.1166191101, weight_update_time: 0.1288251579, other_time: 2.3913764954
epoch time: 8.5373191833s, input_fired_time: 0.0878642425, output_fired_time: 0.0000000000, propagate_forward_time: 8.0252714157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241838455
validation[          , genome  6540] predictions:    9655/  10000 (96.55%), best:    9678/10000 (96.78%), error:      1134.84875, best error:      1062.88635 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.0858230591s, input_fired_time: 0.7545930743, output_fired_time: 0.5467283726, propagate_forward_time: 40.1442070007, propagate_backward_time: 52.2324600220, weight_update_time: 0.1292032599, other_time: 2.4078330994
epoch time: 8.5457515717s, input_fired_time: 0.0875056759, output_fired_time: 0.0000000000, propagate_forward_time: 8.0323657990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258804321
validation[          , genome  6540] predictions:    9613/  10000 (96.13%), best:    9678/10000 (96.78%), error:      1284.57434, best error:      1062.88635 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.0245819092s, input_fired_time: 0.7537266612, output_fired_time: 0.5458668470, propagate_forward_time: 40.1510696411, propagate_backward_time: 52.1934890747, weight_update_time: 0.1284307986, other_time: 2.3804321289
epoch time: 8.5352773666s, input_fired_time: 0.0879297704, output_fired_time: 0.0000000000, propagate_forward_time: 8.0199546814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273929596
validation[          , genome  6540] predictions:    9663/  10000 (96.63%), best:    9678/10000 (96.78%), error:      1140.62732, best error:      1062.88635 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 95.9578399658s, input_fired_time: 0.7544155121, output_fired_time: 0.5479822755, propagate_forward_time: 40.0912590027, propagate_backward_time: 52.1824607849, weight_update_time: 0.1291035265, other_time: 2.3817214966
epoch time: 8.4981346130s, input_fired_time: 0.0879417211, output_fired_time: 0.0000000000, propagate_forward_time: 7.9802775383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299149513
validation[          , genome  6540] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1012.19159, best error:      1012.19159 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 95.9269027710s, input_fired_time: 0.7563735843, output_fired_time: 0.5488265753, propagate_forward_time: 40.0361785889, propagate_backward_time: 52.2003250122, weight_update_time: 0.1292641759, other_time: 2.3852005005
epoch time: 8.5182228088s, input_fired_time: 0.0875922665, output_fired_time: 0.0000000000, propagate_forward_time: 8.0072488785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233818054
validation[          , genome  6540] predictions:    9704/  10000 (97.04%), best:    9700/10000 (97.00%), error:      1021.98822, best error:      1012.19159 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 95.9287567139s, input_fired_time: 0.7551836371, output_fired_time: 0.5479123592, propagate_forward_time: 40.0652580261, propagate_backward_time: 52.2019996643, weight_update_time: 0.1284753382, other_time: 2.3584060669
epoch time: 8.5106763840s, input_fired_time: 0.0892217979, output_fired_time: 0.0000000000, propagate_forward_time: 7.9982438087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232106209
validation[          , genome  6540] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1096.89697, best error:      1012.19159 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.8418731689s, input_fired_time: 0.7551814914, output_fired_time: 0.5450324416, propagate_forward_time: 40.0556869507, propagate_backward_time: 52.1275138855, weight_update_time: 0.1287512630, other_time: 2.3584632874
epoch time: 8.5460777283s, input_fired_time: 0.0886100680, output_fired_time: 0.0000000000, propagate_forward_time: 8.0319166183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255514145
validation[          , genome  6540] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       991.99139, best error:       991.99139 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 95.9293060303s, input_fired_time: 0.7563554049, output_fired_time: 0.5458793640, propagate_forward_time: 40.1329650879, propagate_backward_time: 52.1452827454, weight_update_time: 0.1290335655, other_time: 2.3488273621
epoch time: 8.5414934158s, input_fired_time: 0.0876090378, output_fired_time: 0.0000000000, propagate_forward_time: 8.0303382874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235458374
validation[          , genome  6540] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       979.79718, best error:       979.79718 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.0928115845s, input_fired_time: 0.7523517609, output_fired_time: 0.5410867333, propagate_forward_time: 39.7365188599, propagate_backward_time: 51.7314224243, weight_update_time: 0.1273790300, other_time: 2.3314361572
epoch time: 8.5155954361s, input_fired_time: 0.0876383185, output_fired_time: 0.0000000000, propagate_forward_time: 8.0087289810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192285538
validation[          , genome  6540] predictions:    9687/  10000 (96.87%), best:    9712/10000 (97.12%), error:      1005.67603, best error:       979.79718 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.9047088623s, input_fired_time: 0.7558548450, output_fired_time: 0.5452648401, propagate_forward_time: 40.0825004578, propagate_backward_time: 52.1772689819, weight_update_time: 0.1288136989, other_time: 2.3438224792
epoch time: 8.5406837463s, input_fired_time: 0.0882307589, output_fired_time: 0.0000000000, propagate_forward_time: 8.0284004211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240522385
validation[          , genome  6540] predictions:    9685/  10000 (96.85%), best:    9712/10000 (97.12%), error:       996.25928, best error:       979.79718 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 95.9247589111s, input_fired_time: 0.7560818195, output_fired_time: 0.5422413945, propagate_forward_time: 40.1408462524, propagate_backward_time: 52.1438980103, weight_update_time: 0.1285518110, other_time: 2.3416900635
epoch time: 8.5236549377s, input_fired_time: 0.0882485434, output_fired_time: 0.0000000000, propagate_forward_time: 8.0181980133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172086716
validation[          , genome  6540] predictions:    9705/  10000 (97.05%), best:    9712/10000 (97.12%), error:       990.19373, best error:       979.79718 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 95.9339141846s, input_fired_time: 0.7595899701, output_fired_time: 0.5482734442, propagate_forward_time: 40.0407066345, propagate_backward_time: 52.2231407166, weight_update_time: 0.1293573976, other_time: 2.3622055054
epoch time: 8.5116271973s, input_fired_time: 0.0884127319, output_fired_time: 0.0000000000, propagate_forward_time: 8.0003652573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228496552
validation[          , genome  6540] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       957.14001, best error:       957.14001 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 95.7348785400s, input_fired_time: 0.7569356561, output_fired_time: 0.5439087152, propagate_forward_time: 40.0424575806, propagate_backward_time: 52.0379028320, weight_update_time: 0.1290279478, other_time: 2.3536758423
epoch time: 8.5341386795s, input_fired_time: 0.0875633657, output_fired_time: 0.0000000000, propagate_forward_time: 8.0257158279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208593369
validation[          , genome  6540] predictions:    9648/  10000 (96.48%), best:    9716/10000 (97.16%), error:      1148.18921, best error:       957.14001 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.6633453369s, input_fired_time: 0.7643475533, output_fired_time: 0.5496223569, propagate_forward_time: 40.4014892578, propagate_backward_time: 52.5758628845, weight_update_time: 0.1289135665, other_time: 2.3720207214
epoch time: 8.5134296417s, input_fired_time: 0.0882487893, output_fired_time: 0.0000000000, propagate_forward_time: 7.9991235733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260568619
validation[          , genome  6540] predictions:    9682/  10000 (96.82%), best:    9716/10000 (97.16%), error:      1054.57190, best error:       957.14001 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 95.2348251343s, input_fired_time: 0.7520993948, output_fired_time: 0.5385518074, propagate_forward_time: 39.7905464172, propagate_backward_time: 51.7938957214, weight_update_time: 0.1278017312, other_time: 2.3597335815
epoch time: 8.5041952133s, input_fired_time: 0.0881582424, output_fired_time: 0.0000000000, propagate_forward_time: 7.9959654808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200711250
validation[          , genome  6540] predictions:    9703/  10000 (97.03%), best:    9716/10000 (97.16%), error:       992.61444, best error:       957.14001 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 95.8356323242s, input_fired_time: 0.7579611540, output_fired_time: 0.5433739424, propagate_forward_time: 40.0973930359, propagate_backward_time: 52.0718383789, weight_update_time: 0.1290477514, other_time: 2.3650703430
epoch time: 8.5295515060s, input_fired_time: 0.0903494656, output_fired_time: 0.0000000000, propagate_forward_time: 8.0079965591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312057495
validation[          , genome  6540] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       874.65552, best error:       874.65552 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 95.3667449951s, input_fired_time: 0.7533630133, output_fired_time: 0.5386728644, propagate_forward_time: 39.9463233948, propagate_backward_time: 51.7737884521, weight_update_time: 0.1272890270, other_time: 2.3545951843
epoch time: 8.5298681259s, input_fired_time: 0.0891832039, output_fired_time: 0.0000000000, propagate_forward_time: 8.0106096268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300756454
validation[          , genome  6540] predictions:    9676/  10000 (96.76%), best:    9733/10000 (97.33%), error:      1055.65784, best error:       874.65552 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 95.1644439697s, input_fired_time: 0.7566917539, output_fired_time: 0.5411732793, propagate_forward_time: 39.7880630493, propagate_backward_time: 51.7290534973, weight_update_time: 0.1268844754, other_time: 2.3494606018
epoch time: 8.4832201004s, input_fired_time: 0.0888059288, output_fired_time: 0.0000000000, propagate_forward_time: 7.9726099968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218039513
validation[          , genome  6540] predictions:    9705/  10000 (97.05%), best:    9733/10000 (97.33%), error:       966.97327, best error:       874.65552 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.5035018921s, input_fired_time: 0.7549326420, output_fired_time: 0.5401659608, propagate_forward_time: 39.9344406128, propagate_backward_time: 51.9222412109, weight_update_time: 0.1273260713, other_time: 2.3517150879
epoch time: 8.5016708374s, input_fired_time: 0.0890490785, output_fired_time: 0.0000000000, propagate_forward_time: 7.9893479347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232735634
validation[          , genome  6540] predictions:    9671/  10000 (96.71%), best:    9733/10000 (97.33%), error:      1096.41418, best error:       874.65552 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.2878417969s, input_fired_time: 0.7570870519, output_fired_time: 0.5456330776, propagate_forward_time: 39.8309288025, propagate_backward_time: 51.7999572754, weight_update_time: 0.1273758560, other_time: 2.3542366028
epoch time: 8.5310182571s, input_fired_time: 0.0898576230, output_fired_time: 0.0000000000, propagate_forward_time: 8.0151090622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260511398
validation[          , genome  6540] predictions:    9673/  10000 (96.73%), best:    9733/10000 (97.33%), error:      1041.33643, best error:       874.65552 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 95.8925094604s, input_fired_time: 0.7618696690, output_fired_time: 0.5487592220, propagate_forward_time: 40.0535812378, propagate_backward_time: 52.1753501892, weight_update_time: 0.1280637681, other_time: 2.3529472351
epoch time: 8.5149545670s, input_fired_time: 0.0879571214, output_fired_time: 0.0000000000, propagate_forward_time: 8.0051326752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218645096
validation[          , genome  6540] predictions:    9685/  10000 (96.85%), best:    9733/10000 (97.33%), error:      1044.91223, best error:       874.65552 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 94.8493576050s, input_fired_time: 0.7506497502, output_fired_time: 0.5354165435, propagate_forward_time: 39.7213554382, propagate_backward_time: 51.5040817261, weight_update_time: 0.1267850995, other_time: 2.3378562927
epoch time: 8.5126123428s, input_fired_time: 0.0893452764, output_fired_time: 0.0000000000, propagate_forward_time: 8.0004758835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227914810
validation[          , genome  6540] predictions:    9667/  10000 (96.67%), best:    9733/10000 (97.33%), error:      1042.39758, best error:       874.65552 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.3155441284s, input_fired_time: 0.7324098349, output_fired_time: 0.5194042921, propagate_forward_time: 37.2607879639, propagate_backward_time: 48.5232505798, weight_update_time: 0.1213551760, other_time: 2.2796974182
epoch time: 8.5355548859s, input_fired_time: 0.0889321566, output_fired_time: 0.0000000000, propagate_forward_time: 8.0232114792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234113693
validation[          , genome  6540] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:       963.20605, best error:       874.65552 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.3394546509s, input_fired_time: 0.7460502982, output_fired_time: 0.5308840275, propagate_forward_time: 38.5487632751, propagate_backward_time: 50.2010192871, weight_update_time: 0.1242634207, other_time: 2.3127403259
epoch time: 8.4923915863s, input_fired_time: 0.0881806687, output_fired_time: 0.0000000000, propagate_forward_time: 7.9833869934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208240509
validation[          , genome  6540] predictions:    9701/  10000 (97.01%), best:    9733/10000 (97.33%), error:       993.57281, best error:       874.65552 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 95.7429504395s, input_fired_time: 0.7613506913, output_fired_time: 0.5440043211, propagate_forward_time: 40.0568161011, propagate_backward_time: 52.0220184326, weight_update_time: 0.1288465858, other_time: 2.3587570190
epoch time: 8.5381450653s, input_fired_time: 0.0889089406, output_fired_time: 0.0000000000, propagate_forward_time: 8.0267086029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225273132
validation[          , genome  6540] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       913.03644, best error:       874.65552 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 95.3591384888s, input_fired_time: 0.7575460076, output_fired_time: 0.5424534678, propagate_forward_time: 39.8740997314, propagate_backward_time: 51.8456916809, weight_update_time: 0.1274404675, other_time: 2.3393516541
epoch time: 8.5493211746s, input_fired_time: 0.0887305588, output_fired_time: 0.0000000000, propagate_forward_time: 8.0366010666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239892960
validation[          , genome  6540] predictions:    9724/  10000 (97.24%), best:    9733/10000 (97.33%), error:       920.14459, best error:       874.65552 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 95.9977874756s, input_fired_time: 0.7623431087, output_fired_time: 0.5451440811, propagate_forward_time: 40.1576232910, propagate_backward_time: 52.1806564331, weight_update_time: 0.1282512695, other_time: 2.3520202637
epoch time: 8.5474424362s, input_fired_time: 0.0903025046, output_fired_time: 0.0000000000, propagate_forward_time: 8.0366411209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204988480
validation[          , genome  6540] predictions:    9707/  10000 (97.07%), best:    9733/10000 (97.33%), error:       928.65405, best error:       874.65552 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 96.1085739136s, input_fired_time: 0.7625837922, output_fired_time: 0.5483815670, propagate_forward_time: 40.1697502136, propagate_backward_time: 52.2768287659, weight_update_time: 0.1292089820, other_time: 2.3510360718
epoch time: 8.5479373932s, input_fired_time: 0.0894092619, output_fired_time: 0.0000000000, propagate_forward_time: 8.0311784744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273500443
validation[          , genome  6540] predictions:    9725/  10000 (97.25%), best:    9733/10000 (97.33%), error:       927.25317, best error:       874.65552 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 95.4876251221s, input_fired_time: 0.7603393197, output_fired_time: 0.5407198071, propagate_forward_time: 39.9395599365, propagate_backward_time: 51.9018058777, weight_update_time: 0.1283401400, other_time: 2.3452033997
epoch time: 8.5181713104s, input_fired_time: 0.0887731835, output_fired_time: 0.0000000000, propagate_forward_time: 8.0115575790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178409576
validation[          , genome  6540] predictions:    9699/  10000 (96.99%), best:    9733/10000 (97.33%), error:       994.66956, best error:       874.65552 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 95.4368515015s, input_fired_time: 0.7575604320, output_fired_time: 0.5419043899, propagate_forward_time: 39.9168815613, propagate_backward_time: 51.8941459656, weight_update_time: 0.1272824705, other_time: 2.3263626099
epoch time: 8.5461425781s, input_fired_time: 0.0904694498, output_fired_time: 0.0000000000, propagate_forward_time: 8.0311326981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245405197
validation[          , genome  6540] predictions:    9711/  10000 (97.11%), best:    9733/10000 (97.33%), error:       965.64313, best error:       874.65552 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.0346298218s, input_fired_time: 0.7582522631, output_fired_time: 0.5411944389, propagate_forward_time: 39.7385330200, propagate_backward_time: 51.6638031006, weight_update_time: 0.1270693988, other_time: 2.3328475952
epoch time: 8.4999170303s, input_fired_time: 0.0913482830, output_fired_time: 0.0000000000, propagate_forward_time: 7.9949584007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136099815
validation[          , genome  6540] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       936.80292, best error:       874.65552 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 96.0078735352s, input_fired_time: 0.7635905743, output_fired_time: 0.5448219776, propagate_forward_time: 40.1311569214, propagate_backward_time: 52.2325477600, weight_update_time: 0.1281620711, other_time: 2.3357582092
epoch time: 8.5361738205s, input_fired_time: 0.0897483602, output_fired_time: 0.0000000000, propagate_forward_time: 8.0230970383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233283997
validation[          , genome  6540] predictions:    9723/  10000 (97.23%), best:    9733/10000 (97.33%), error:       902.05164, best error:       874.65552 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 95.9746932983s, input_fired_time: 0.7628818750, output_fired_time: 0.5461772084, propagate_forward_time: 40.1198310852, propagate_backward_time: 52.2020683289, weight_update_time: 0.1288512498, other_time: 2.3437347412
epoch time: 8.5383081436s, input_fired_time: 0.0898191705, output_fired_time: 0.0000000000, propagate_forward_time: 8.0244989395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239902496
validation[          , genome  6540] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       917.55530, best error:       874.65552 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 96.0345001221s, input_fired_time: 0.7645663619, output_fired_time: 0.5436100364, propagate_forward_time: 40.1435050964, propagate_backward_time: 52.2332649231, weight_update_time: 0.1291058809, other_time: 2.3495559692
epoch time: 8.5363655090s, input_fired_time: 0.0900412127, output_fired_time: 0.0000000000, propagate_forward_time: 8.0249118805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214124680
validation[          , genome  6540] predictions:    9703/  10000 (97.03%), best:    9733/10000 (97.33%), error:       954.07092, best error:       874.65552 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 95.9899444580s, input_fired_time: 0.7609804869, output_fired_time: 0.5430287123, propagate_forward_time: 40.1340103149, propagate_backward_time: 52.2272796631, weight_update_time: 0.1276311129, other_time: 2.3246459961
epoch time: 8.5410737991s, input_fired_time: 0.0891331956, output_fired_time: 0.0000000000, propagate_forward_time: 8.0289459229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229946136
validation[          , genome  6540] predictions:    9683/  10000 (96.83%), best:    9733/10000 (97.33%), error:      1040.09229, best error:       874.65552 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 96.1577453613s, input_fired_time: 0.7671580315, output_fired_time: 0.5469454527, propagate_forward_time: 40.1781005859, propagate_backward_time: 52.3163871765, weight_update_time: 0.1288163066, other_time: 2.3491554260
epoch time: 8.5556964874s, input_fired_time: 0.0898663476, output_fired_time: 0.0000000000, propagate_forward_time: 8.0433607101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224691391
validation[          , genome  6540] predictions:    9700/  10000 (97.00%), best:    9733/10000 (97.33%), error:       962.67010, best error:       874.65552 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 96.1755142212s, input_fired_time: 0.7650449872, output_fired_time: 0.5470818281, propagate_forward_time: 40.1781883240, propagate_backward_time: 52.3358764648, weight_update_time: 0.1289413869, other_time: 2.3493232727
epoch time: 8.5592708588s, input_fired_time: 0.0893828124, output_fired_time: 0.0000000000, propagate_forward_time: 8.0434589386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264287949
validation[          , genome  6540] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       912.89313, best error:       874.65552 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 96.0913772583s, input_fired_time: 0.7662796974, output_fired_time: 0.5452134609, propagate_forward_time: 40.1744956970, propagate_backward_time: 52.2603340149, weight_update_time: 0.1287352294, other_time: 2.3450546265
epoch time: 8.5092325211s, input_fired_time: 0.0897460207, output_fired_time: 0.0000000000, propagate_forward_time: 7.9960966110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233894348
validation[          , genome  6540] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       918.45325, best error:       874.65552 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 96.0617904663s, input_fired_time: 0.7682462931, output_fired_time: 0.5479258299, propagate_forward_time: 40.1265907288, propagate_backward_time: 52.2817840576, weight_update_time: 0.1282354444, other_time: 2.3372383118
epoch time: 8.5582618713s, input_fired_time: 0.0902842805, output_fired_time: 0.0000000000, propagate_forward_time: 8.0424795151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254980087
validation[          , genome  6540] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       870.57684, best error:       870.57684 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 96.0133361816s, input_fired_time: 0.7658851147, output_fired_time: 0.5433068275, propagate_forward_time: 40.1518287659, propagate_backward_time: 52.2151679993, weight_update_time: 0.1291710883, other_time: 2.3371505737
epoch time: 8.5469760895s, input_fired_time: 0.0911133811, output_fired_time: 0.0000000000, propagate_forward_time: 8.0312719345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245910645
validation[          , genome  6540] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       934.03351, best error:       870.57684 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 96.2094039917s, input_fired_time: 0.7688193321, output_fired_time: 0.5494912267, propagate_forward_time: 40.1971015930, propagate_backward_time: 52.3403282166, weight_update_time: 0.1291190535, other_time: 2.3536605835
epoch time: 8.5567741394s, input_fired_time: 0.0911571234, output_fired_time: 0.0000000000, propagate_forward_time: 8.0426645279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229526520
validation[          , genome  6540] predictions:    9657/  10000 (96.57%), best:    9736/10000 (97.36%), error:      1087.49658, best error:       870.57684 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 95.6815872192s, input_fired_time: 0.7689626217, output_fired_time: 0.5455805659, propagate_forward_time: 39.9744377136, propagate_backward_time: 52.0471801758, weight_update_time: 0.1285010427, other_time: 2.3454322815
epoch time: 8.5432147980s, input_fired_time: 0.0913204700, output_fired_time: 0.0000000000, propagate_forward_time: 8.0272006989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246940613
validation[          , genome  6540] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       914.65759, best error:       870.57684 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.9687728882s, input_fired_time: 0.7667832971, output_fired_time: 0.5439593196, propagate_forward_time: 40.1245918274, propagate_backward_time: 52.1971130371, weight_update_time: 0.1281481832, other_time: 2.3363227844
epoch time: 8.5386972427s, input_fired_time: 0.0912488177, output_fired_time: 0.0000000000, propagate_forward_time: 8.0262527466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211959839
validation[          , genome  6540] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       895.40771, best error:       870.57684 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 89.9533843994s, input_fired_time: 0.7399956584, output_fired_time: 0.5204873085, propagate_forward_time: 37.5728836060, propagate_backward_time: 48.8419380188, weight_update_time: 0.1227271929, other_time: 2.2780799866
epoch time: 8.5084104538s, input_fired_time: 0.0890208557, output_fired_time: 0.0000000000, propagate_forward_time: 7.9942412376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251484871
validation[          , genome  6540] predictions:    9689/  10000 (96.89%), best:    9736/10000 (97.36%), error:      1007.90112, best error:       870.57684 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 95.9758148193s, input_fired_time: 0.7715576291, output_fired_time: 0.5450227261, propagate_forward_time: 40.0991554260, propagate_backward_time: 52.1972236633, weight_update_time: 0.1302753389, other_time: 2.3628540039
epoch time: 8.5140895844s, input_fired_time: 0.0911210775, output_fired_time: 0.0000000000, propagate_forward_time: 7.9977455139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252233505
validation[          , genome  6540] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       989.02948, best error:       870.57684 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 95.1735076904s, input_fired_time: 0.7648187876, output_fired_time: 0.5389313698, propagate_forward_time: 39.7930603027, propagate_backward_time: 51.7452278137, weight_update_time: 0.1272870004, other_time: 2.3314704895
epoch time: 8.5009479523s, input_fired_time: 0.0911539048, output_fired_time: 0.0000000000, propagate_forward_time: 7.9893822670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204115868
validation[          , genome  6540] predictions:    9737/  10000 (97.37%), best:    9736/10000 (97.36%), error:       938.12103, best error:       870.57684 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 95.8145065308s, input_fired_time: 0.7666109204, output_fired_time: 0.5428242087, propagate_forward_time: 40.0678024292, propagate_backward_time: 52.0888977051, weight_update_time: 0.1279282272, other_time: 2.3483734131
epoch time: 8.5358266830s, input_fired_time: 0.0909330845, output_fired_time: 0.0000000000, propagate_forward_time: 8.0196952820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251985550
validation[          , genome  6540] predictions:    9732/  10000 (97.32%), best:    9736/10000 (97.36%), error:       904.79645, best error:       870.57684 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 95.6877822876s, input_fired_time: 0.7652736306, output_fired_time: 0.5419768691, propagate_forward_time: 40.0455017090, propagate_backward_time: 52.0012474060, weight_update_time: 0.1275214106, other_time: 2.3337821960
epoch time: 8.5269231796s, input_fired_time: 0.0904799923, output_fired_time: 0.0000000000, propagate_forward_time: 8.0153169632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211263657
validation[          , genome  6540] predictions:    9712/  10000 (97.12%), best:    9736/10000 (97.36%), error:       928.54340, best error:       870.57684 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.9060745239s, input_fired_time: 0.7579828501, output_fired_time: 0.5351468921, propagate_forward_time: 39.2286415100, propagate_backward_time: 51.0729713440, weight_update_time: 0.1274578571, other_time: 2.3113327026
epoch time: 6.9697728157s, input_fired_time: 0.0791000947, output_fired_time: 0.0000000000, propagate_forward_time: 6.5060300827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846426010
validation[          , genome  6540] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:       962.52667, best error:       870.57684 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.4989013672s, input_fired_time: 0.7676347494, output_fired_time: 0.5430964231, propagate_forward_time: 39.9422035217, propagate_backward_time: 51.8955802917, weight_update_time: 0.1274682134, other_time: 2.3503875732
epoch time: 8.5259294510s, input_fired_time: 0.0902001932, output_fired_time: 0.0000000000, propagate_forward_time: 8.0126628876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230661392
validation[          , genome  6540] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       936.41138, best error:       870.57684 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 95.7302093506s, input_fired_time: 0.7702018023, output_fired_time: 0.5466150045, propagate_forward_time: 40.0148925781, propagate_backward_time: 52.0524139404, weight_update_time: 0.1268200576, other_time: 2.3460845947
epoch time: 8.2371463776s, input_fired_time: 0.0888598114, output_fired_time: 0.0000000000, propagate_forward_time: 7.7332167625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150700569
validation[          , genome  6540] predictions:    9667/  10000 (96.67%), best:    9736/10000 (97.36%), error:      1117.27148, best error:       870.57684 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 93.8501663208s, input_fired_time: 0.7640939355, output_fired_time: 0.5372754931, propagate_forward_time: 39.2140426636, propagate_backward_time: 51.0120735168, weight_update_time: 0.1257248819, other_time: 2.3226814270
epoch time: 7.9326033592s, input_fired_time: 0.0868717432, output_fired_time: 0.0000000000, propagate_forward_time: 7.4343938828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113378525
validation[          , genome  6540] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1006.00702, best error:       870.57684 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.8488616943s, input_fired_time: 0.7475140095, output_fired_time: 0.5211862922, propagate_forward_time: 37.8977966309, propagate_backward_time: 49.4030609131, weight_update_time: 0.1228766441, other_time: 2.2793045044
epoch time: 8.5296964645s, input_fired_time: 0.0909053907, output_fired_time: 0.0000000000, propagate_forward_time: 8.0178442001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209470749
validation[          , genome  6540] predictions:    9715/  10000 (97.15%), best:    9736/10000 (97.36%), error:       951.56909, best error:       870.57684 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 95.7763366699s, input_fired_time: 0.7684412599, output_fired_time: 0.5399988890, propagate_forward_time: 40.0838203430, propagate_backward_time: 52.0420074463, weight_update_time: 0.1279238611, other_time: 2.3420677185
epoch time: 8.4693117142s, input_fired_time: 0.0915449262, output_fired_time: 0.0000000000, propagate_forward_time: 7.9562263489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215402603
validation[          , genome  6540] predictions:    9627/  10000 (96.27%), best:    9736/10000 (97.36%), error:      1234.09399, best error:       870.57684 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 95.4043807983s, input_fired_time: 0.7674048543, output_fired_time: 0.5431080461, propagate_forward_time: 39.9205284119, propagate_backward_time: 51.8277015686, weight_update_time: 0.1270581186, other_time: 2.3456420898
epoch time: 8.5176334381s, input_fired_time: 0.0912909806, output_fired_time: 0.0000000000, propagate_forward_time: 7.9990401268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273018837
validation[          , genome  6540] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       885.60968, best error:       870.57684 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 95.6233139038s, input_fired_time: 0.7687155604, output_fired_time: 0.5426803827, propagate_forward_time: 39.9869766235, propagate_backward_time: 51.9766693115, weight_update_time: 0.1273923516, other_time: 2.3482742310
epoch time: 8.5219135284s, input_fired_time: 0.0913270935, output_fired_time: 0.0000000000, propagate_forward_time: 8.0019989014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285879135
validation[          , genome  6540] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       913.74377, best error:       870.57684 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 95.6588516235s, input_fired_time: 0.7692263126, output_fired_time: 0.5427571535, propagate_forward_time: 39.9735946655, propagate_backward_time: 52.0318756104, weight_update_time: 0.1272812486, other_time: 2.3414001465
epoch time: 8.5375289917s, input_fired_time: 0.0913393945, output_fired_time: 0.0000000000, propagate_forward_time: 8.0265455246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196443558
validation[          , genome  6540] predictions:    9741/  10000 (97.41%), best:    9736/10000 (97.36%), error:       878.10767, best error:       870.57684 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.8317108154s, input_fired_time: 0.7657095194, output_fired_time: 0.5417405963, propagate_forward_time: 40.1043395996, propagate_backward_time: 52.0978355408, weight_update_time: 0.1278563142, other_time: 2.3220863342
epoch time: 8.5387954712s, input_fired_time: 0.0911265612, output_fired_time: 0.0000000000, propagate_forward_time: 8.0249862671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226827621
validation[          , genome  6540] predictions:    9712/  10000 (97.12%), best:    9736/10000 (97.36%), error:       947.88373, best error:       870.57684 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 95.5395812988s, input_fired_time: 0.7695587277, output_fired_time: 0.5438799858, propagate_forward_time: 39.9414176941, propagate_backward_time: 51.9530372620, weight_update_time: 0.1272230148, other_time: 2.3316879272
epoch time: 8.4665346146s, input_fired_time: 0.0915593132, output_fired_time: 0.0000000000, propagate_forward_time: 7.9541916847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207835197
validation[          , genome  6540] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       897.00110, best error:       870.57684 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 95.7388916016s, input_fired_time: 0.7743421793, output_fired_time: 0.5466262698, propagate_forward_time: 40.0059509277, propagate_backward_time: 52.0757942200, weight_update_time: 0.1284224242, other_time: 2.3361778259
epoch time: 8.4995546341s, input_fired_time: 0.0910157487, output_fired_time: 0.0000000000, propagate_forward_time: 7.9935793877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149594307
validation[          , genome  6540] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       915.51410, best error:       870.57684 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.8671646118s, input_fired_time: 0.7577782273, output_fired_time: 0.5297874212, propagate_forward_time: 38.8271408081, propagate_backward_time: 50.4296989441, weight_update_time: 0.1250313818, other_time: 2.3227577209
epoch time: 7.5140433311s, input_fired_time: 0.0845001712, output_fired_time: 0.0000000000, propagate_forward_time: 7.0327396393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968033791
validation[          , genome  6540] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       932.39954, best error:       870.57684 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.9864578247s, input_fired_time: 0.7590720654, output_fired_time: 0.5302642584, propagate_forward_time: 38.4397468567, propagate_backward_time: 49.9423866272, weight_update_time: 0.1265343279, other_time: 2.3149871826
epoch time: 7.4929800034s, input_fired_time: 0.0833749995, output_fired_time: 0.0000000000, propagate_forward_time: 7.0105137825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990912437
validation[          , genome  6540] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:       976.45898, best error:       870.57684 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 95.5319137573s, input_fired_time: 0.7680050135, output_fired_time: 0.5399099588, propagate_forward_time: 39.9847297668, propagate_backward_time: 51.9064788818, weight_update_time: 0.1275562644, other_time: 2.3327903748
epoch time: 8.5433273315s, input_fired_time: 0.0912912786, output_fired_time: 0.0000000000, propagate_forward_time: 8.0311737061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208621979
validation[          , genome  6540] predictions:    9690/  10000 (96.90%), best:    9736/10000 (97.36%), error:      1020.83746, best error:       870.57684 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 95.9749069214s, input_fired_time: 0.7741072178, output_fired_time: 0.5447774529, propagate_forward_time: 40.0688896179, propagate_backward_time: 52.2283935547, weight_update_time: 0.1285109073, other_time: 2.3587379456
epoch time: 8.5377187729s, input_fired_time: 0.0922988877, output_fired_time: 0.0000000000, propagate_forward_time: 8.0218839645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235363007
validation[          , genome  6540] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       981.79858, best error:       870.57684 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 95.8636627197s, input_fired_time: 0.7741773725, output_fired_time: 0.5422602296, propagate_forward_time: 40.0461921692, propagate_backward_time: 52.1666183472, weight_update_time: 0.1276958883, other_time: 2.3344154358
epoch time: 8.5326061249s, input_fired_time: 0.0928369537, output_fired_time: 0.0000000000, propagate_forward_time: 8.0164079666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233608246
validation[          , genome  6540] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       964.37775, best error:       870.57684 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.4693069458s, input_fired_time: 0.7543527484, output_fired_time: 0.5287918448, propagate_forward_time: 38.6838607788, propagate_backward_time: 50.2093391418, weight_update_time: 0.1229275167, other_time: 2.2929573059
epoch time: 8.5217266083s, input_fired_time: 0.0912153795, output_fired_time: 0.0000000000, propagate_forward_time: 8.0067548752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237565994
validation[          , genome  6540] predictions:    9676/  10000 (96.76%), best:    9736/10000 (97.36%), error:      1046.52893, best error:       870.57684 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.1774291992s, input_fired_time: 0.7815405130, output_fired_time: 0.5453537703, propagate_forward_time: 40.1905555725, propagate_backward_time: 52.3020286560, weight_update_time: 0.1283836365, other_time: 2.3579483032
epoch time: 8.5395126343s, input_fired_time: 0.0920928940, output_fired_time: 0.0000000000, propagate_forward_time: 8.0254297256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219903946
validation[          , genome  6540] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       906.19153, best error:       870.57684 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 96.0057525635s, input_fired_time: 0.7747712731, output_fired_time: 0.5455111265, propagate_forward_time: 40.0999107361, propagate_backward_time: 52.2385826111, weight_update_time: 0.1288345605, other_time: 2.3469772339
epoch time: 8.5403394699s, input_fired_time: 0.0931300297, output_fired_time: 0.0000000000, propagate_forward_time: 8.0189027786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283065796
validation[          , genome  6540] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       904.26331, best error:       870.57684 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 95.9153366089s, input_fired_time: 0.7732002735, output_fired_time: 0.5446316600, propagate_forward_time: 40.0829200745, propagate_backward_time: 52.1704444885, weight_update_time: 0.1286853701, other_time: 2.3441390991
epoch time: 8.5404033661s, input_fired_time: 0.0911923423, output_fired_time: 0.0000000000, propagate_forward_time: 8.0268068314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224042892
validation[          , genome  6540] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       922.92084, best error:       870.57684 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 96.4570007324s, input_fired_time: 0.7763109803, output_fired_time: 0.5451903343, propagate_forward_time: 40.3531227112, propagate_backward_time: 52.4366722107, weight_update_time: 0.1282306463, other_time: 2.3457031250
epoch time: 8.5249948502s, input_fired_time: 0.0919016004, output_fired_time: 0.0000000000, propagate_forward_time: 8.0094566345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236364365
validation[          , genome  6540] predictions:    9686/  10000 (96.86%), best:    9736/10000 (97.36%), error:      1026.48181, best error:       870.57684 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 95.6158905029s, input_fired_time: 0.7775102854, output_fired_time: 0.5494943857, propagate_forward_time: 40.0017318726, propagate_backward_time: 51.9196777344, weight_update_time: 0.1267629713, other_time: 2.3674774170
epoch time: 8.5431194305s, input_fired_time: 0.0915134251, output_fired_time: 0.0000000000, propagate_forward_time: 8.0292682648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223375320
validation[          , genome  6540] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       897.24347, best error:       870.57684 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.9704513550s, input_fired_time: 0.7783922553, output_fired_time: 0.5394372940, propagate_forward_time: 40.1300010681, propagate_backward_time: 52.1655273438, weight_update_time: 0.1273685247, other_time: 2.3570976257
epoch time: 8.8222761154s, input_fired_time: 0.0962603390, output_fired_time: 0.0000000000, propagate_forward_time: 8.2901458740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358701706
validation[          , genome  6540] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       890.42108, best error:       870.57684 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 94.9139480591s, input_fired_time: 0.7764562964, output_fired_time: 0.5390636325, propagate_forward_time: 39.6492958069, propagate_backward_time: 51.5844802856, weight_update_time: 0.1264411956, other_time: 2.3646507263
epoch time: 8.5334548950s, input_fired_time: 0.0925444067, output_fired_time: 0.0000000000, propagate_forward_time: 8.0202751160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206352234
validation[          , genome  6540] predictions:    9718/  10000 (97.18%), best:    9736/10000 (97.36%), error:       939.31897, best error:       870.57684 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 95.0591278076s, input_fired_time: 0.7689953446, output_fired_time: 0.5366722941, propagate_forward_time: 39.8086166382, propagate_backward_time: 51.6011314392, weight_update_time: 0.1261251569, other_time: 2.3437080383
epoch time: 8.5402765274s, input_fired_time: 0.0939493701, output_fired_time: 0.0000000000, propagate_forward_time: 8.0136890411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326381683
validation[          , genome  6540] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:       997.48157, best error:       870.57684 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.8531341553s, input_fired_time: 0.7748149633, output_fired_time: 0.5434296727, propagate_forward_time: 40.0741691589, propagate_backward_time: 52.1044502258, weight_update_time: 0.1280316710, other_time: 2.3562698364
epoch time: 8.5328340530s, input_fired_time: 0.0924054906, output_fired_time: 0.0000000000, propagate_forward_time: 8.0167789459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236497879
validation[          , genome  6540] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       931.40424, best error:       870.57684 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 95.7168045044s, input_fired_time: 0.7725574374, output_fired_time: 0.5404943228, propagate_forward_time: 40.0143737793, propagate_backward_time: 52.0389442444, weight_update_time: 0.1280454844, other_time: 2.3504295349
epoch time: 8.5398731232s, input_fired_time: 0.0923965946, output_fired_time: 0.0000000000, propagate_forward_time: 8.0239419937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235343933
validation[          , genome  6540] predictions:    9650/  10000 (96.50%), best:    9736/10000 (97.36%), error:      1136.64893, best error:       870.57684 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 96.1216430664s, input_fired_time: 0.7862727642, output_fired_time: 0.5478216410, propagate_forward_time: 40.1020698547, propagate_backward_time: 52.3304595947, weight_update_time: 0.1287078708, other_time: 2.3550224304
epoch time: 8.4987564087s, input_fired_time: 0.0923392400, output_fired_time: 0.0000000000, propagate_forward_time: 7.9926176071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137992859
validation[          , genome  6540] predictions:    9707/  10000 (97.07%), best:    9736/10000 (97.36%), error:       951.57764, best error:       870.57684 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 95.5356292725s, input_fired_time: 0.7759358883, output_fired_time: 0.5466582775, propagate_forward_time: 39.8899879456, propagate_backward_time: 51.9886779785, weight_update_time: 0.1274227351, other_time: 2.3343696594
epoch time: 8.5434541702s, input_fired_time: 0.0928338543, output_fired_time: 0.0000000000, propagate_forward_time: 8.0271606445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234600067
validation[          , genome  6540] predictions:    9718/  10000 (97.18%), best:    9736/10000 (97.36%), error:       973.50659, best error:       870.57684 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.6768341064s, input_fired_time: 0.7740248442, output_fired_time: 0.5437372327, propagate_forward_time: 39.9797019958, propagate_backward_time: 52.0428657532, weight_update_time: 0.1280200034, other_time: 2.3365020752
epoch time: 8.5446319580s, input_fired_time: 0.0926603749, output_fired_time: 0.0000000000, propagate_forward_time: 8.0306825638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212894440
validation[          , genome  6540] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:      1011.59479, best error:       870.57684 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.9899902344s, input_fired_time: 0.7597137094, output_fired_time: 0.5261443853, propagate_forward_time: 38.3826904297, propagate_backward_time: 50.0298385620, weight_update_time: 0.1234866604, other_time: 2.2916030884
epoch time: 7.8771390915s, input_fired_time: 0.0882573351, output_fired_time: 0.0000000000, propagate_forward_time: 7.3883271217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005546570
validation[          , genome  6540] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       929.49084, best error:       870.57684 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.1690216064s, input_fired_time: 0.7542278171, output_fired_time: 0.5165262222, propagate_forward_time: 37.6282386780, propagate_backward_time: 48.9895172119, weight_update_time: 0.1226465553, other_time: 2.2805137634
epoch time: 8.5404529572s, input_fired_time: 0.0940742791, output_fired_time: 0.0000000000, propagate_forward_time: 8.0187091827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276695251
validation[          , genome  6540] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       910.22284, best error:       870.57684 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.9860229492s, input_fired_time: 0.7797139883, output_fired_time: 0.5461137891, propagate_forward_time: 40.1086235046, propagate_backward_time: 52.2025527954, weight_update_time: 0.1287484914, other_time: 2.3490180969
epoch time: 8.5404586792s, input_fired_time: 0.0933436081, output_fired_time: 0.0000000000, propagate_forward_time: 8.0212736130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258413315
validation[          , genome  6540] predictions:    9712/  10000 (97.12%), best:    9736/10000 (97.36%), error:       945.11377, best error:       870.57684 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.8691635132s, input_fired_time: 0.7749512792, output_fired_time: 0.5445560217, propagate_forward_time: 40.0874748230, propagate_backward_time: 52.1192321777, weight_update_time: 0.1290798187, other_time: 2.3429527283
epoch time: 8.5356979370s, input_fired_time: 0.0925146416, output_fired_time: 0.0000000000, propagate_forward_time: 8.0194225311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237604141
validation[          , genome  6540] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       913.36249, best error:       870.57684 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.6212615967s, input_fired_time: 0.7439097762, output_fired_time: 0.5057267547, propagate_forward_time: 37.0246696472, propagate_backward_time: 48.0815849304, weight_update_time: 0.1206683591, other_time: 2.2653656006
epoch time: 8.4910306931s, input_fired_time: 0.0917248130, output_fired_time: 0.0000000000, propagate_forward_time: 7.9828958511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164104462
validation[          , genome  6540] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:      1001.00659, best error:       870.57684 on epoch:    55, 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: 42.5613136292s, input_fired_time: 0.4509570897, output_fired_time: 0.0000000000, propagate_forward_time: 39.9861679077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1241874695
best training[          , genome  6540] predictions:   49377/  50000 (98.75%), best:    9736/10000 (97.36%), error:      2229.38086, best error:       870.57684 on epoch:    55, 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: 8.5267086029s, input_fired_time: 0.0892726630, output_fired_time: 0.0000000000, propagate_forward_time: 8.0214538574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159822464
   testing[          , genome  6540] predictions:    9785/  10000 (97.85%), best:    9736/10000 (97.36%), error:       742.16956, best error:       870.57684 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:57:52 (72906): called boinc_finish(0)

</stderr_txt>
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