Nameexact_genome_1512568488_43_3444_0
Workunit2588470
Created7 Dec 2017, 4:47:27 UTC
Sent7 Dec 2017, 4:53:59 UTC
Report deadline10 Dec 2017, 17:05:44 UTC
Received7 Dec 2017, 6:51:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 57 min 17 sec
CPU time1 hours 54 min 19 sec
Validate stateValid
Credit877.04
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.98 MB
Peak swap size155.71 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0588886626, output_fired_time: 0.0000000000, propagate_forward_time: 4.9601135254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481792450
validation[          , genome  3444] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1439.80200, best error:      1439.80200 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.5329895020s, input_fired_time: 0.4576220214, output_fired_time: 0.4787184596, propagate_forward_time: 23.9672317505, propagate_backward_time: 34.1976928711, weight_update_time: 0.1470751166, other_time: 2.4317245483
epoch time: 5.2215237617s, input_fired_time: 0.0554496758, output_fired_time: 0.0000000000, propagate_forward_time: 4.7397189140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263553619
validation[          , genome  3444] predictions:    9563/  10000 (95.63%), best:    9571/10000 (95.71%), error:      1494.68420, best error:      1439.80200 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.2634391785s, input_fired_time: 0.4486634135, output_fired_time: 0.4714785814, propagate_forward_time: 23.3499889374, propagate_backward_time: 33.5874290466, weight_update_time: 0.1442246735, other_time: 2.4058799744
epoch time: 5.4621210098s, input_fired_time: 0.0566387065, output_fired_time: 0.0000000000, propagate_forward_time: 4.9839987755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214835167
validation[          , genome  3444] predictions:    9489/  10000 (94.89%), best:    9571/10000 (95.71%), error:      1732.01147, best error:      1439.80200 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.7758979797s, input_fired_time: 0.4641667008, output_fired_time: 0.4843488932, propagate_forward_time: 24.4556694031, propagate_backward_time: 34.9662246704, weight_update_time: 0.1461966187, other_time: 2.4054870605
epoch time: 5.4604034424s, input_fired_time: 0.0589926988, output_fired_time: 0.0000000000, propagate_forward_time: 4.9644379616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369726181
validation[          , genome  3444] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1388.12891, best error:      1388.12891 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.0954971313s, input_fired_time: 0.4679855704, output_fired_time: 0.4903163314, propagate_forward_time: 24.5688571930, propagate_backward_time: 35.1151809692, weight_update_time: 0.1490278095, other_time: 2.4531555176
epoch time: 5.1417756081s, input_fired_time: 0.0554380938, output_fired_time: 0.0000000000, propagate_forward_time: 4.6573257446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290118217
validation[          , genome  3444] predictions:    9513/  10000 (95.13%), best:    9558/10000 (95.58%), error:      1632.62695, best error:      1388.12891 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.0092506409s, input_fired_time: 0.4531774819, output_fired_time: 0.4784366786, propagate_forward_time: 23.5627746582, propagate_backward_time: 34.0557708740, weight_update_time: 0.1439051032, other_time: 2.4590911865
epoch time: 5.3605389595s, input_fired_time: 0.0577911586, output_fired_time: 0.0000000000, propagate_forward_time: 4.8821458817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206018448
validation[          , genome  3444] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1385.83850, best error:      1385.83850 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.4117736816s, input_fired_time: 0.4633843303, output_fired_time: 0.4846381843, propagate_forward_time: 24.2847118378, propagate_backward_time: 34.7688293457, weight_update_time: 0.1456525773, other_time: 2.4102096558
epoch time: 5.2588953972s, input_fired_time: 0.0563450195, output_fired_time: 0.0000000000, propagate_forward_time: 4.7827715874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197788239
validation[          , genome  3444] predictions:    9546/  10000 (95.46%), best:    9581/10000 (95.81%), error:      1470.26550, best error:      1385.83850 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.2888946533s, input_fired_time: 0.4674659669, output_fired_time: 0.4863014221, propagate_forward_time: 24.2339401245, propagate_backward_time: 34.6328697205, weight_update_time: 0.1479208916, other_time: 2.4683189392
epoch time: 5.2761926651s, input_fired_time: 0.0577732995, output_fired_time: 0.0000000000, propagate_forward_time: 4.7966918945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217276573
validation[          , genome  3444] predictions:    9534/  10000 (95.34%), best:    9581/10000 (95.81%), error:      1504.91040, best error:      1385.83850 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.2746734619s, input_fired_time: 0.4692155123, output_fired_time: 0.4883207679, propagate_forward_time: 24.7020282745, propagate_backward_time: 35.1856231689, weight_update_time: 0.1472767144, other_time: 2.4294891357
epoch time: 5.0439257622s, input_fired_time: 0.0576617010, output_fired_time: 0.0000000000, propagate_forward_time: 4.5479435921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383206367
validation[          , genome  3444] predictions:    9545/  10000 (95.45%), best:    9581/10000 (95.81%), error:      1528.75549, best error:      1385.83850 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.9212684631s, input_fired_time: 0.4623242021, output_fired_time: 0.4904077053, propagate_forward_time: 23.9848651886, propagate_backward_time: 34.5307350159, weight_update_time: 0.1468499601, other_time: 2.4529380798
epoch time: 5.3605227470s, input_fired_time: 0.0589511730, output_fired_time: 0.0000000000, propagate_forward_time: 4.8585162163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430551529
validation[          , genome  3444] predictions:    9580/  10000 (95.80%), best:    9581/10000 (95.81%), error:      1391.35815, best error:      1385.83850 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.1123466492s, input_fired_time: 0.4575996995, output_fired_time: 0.4827362299, propagate_forward_time: 24.1617660522, propagate_backward_time: 34.6118202209, weight_update_time: 0.1465256065, other_time: 2.3984260559
epoch time: 5.3829817772s, input_fired_time: 0.0575211123, output_fired_time: 0.0000000000, propagate_forward_time: 4.8971834183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282770157
validation[          , genome  3444] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1365.78552, best error:      1365.78552 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.2935218811s, input_fired_time: 0.4617480636, output_fired_time: 0.4893338084, propagate_forward_time: 24.2413043976, propagate_backward_time: 34.6650047302, weight_update_time: 0.1464542150, other_time: 2.4361305237
epoch time: 5.4024410248s, input_fired_time: 0.0573064275, output_fired_time: 0.0000000000, propagate_forward_time: 4.9085669518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365677834
validation[          , genome  3444] predictions:    9562/  10000 (95.62%), best:    9598/10000 (95.98%), error:      1492.97375, best error:      1365.78552 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.6670989990s, input_fired_time: 0.4672349989, output_fired_time: 0.4850375056, propagate_forward_time: 24.4700202942, propagate_backward_time: 34.8341369629, weight_update_time: 0.1463962048, other_time: 2.4106674194
epoch time: 5.3859744072s, input_fired_time: 0.0562258586, output_fired_time: 0.0000000000, propagate_forward_time: 4.9083099365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214386940
validation[          , genome  3444] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1314.46387, best error:      1314.46387 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.0851478577s, input_fired_time: 0.4638698995, output_fired_time: 0.4812058210, propagate_forward_time: 24.2094669342, propagate_backward_time: 34.5092773438, weight_update_time: 0.1495722681, other_time: 2.4213256836
epoch time: 5.4758286476s, input_fired_time: 0.0589891113, output_fired_time: 0.0000000000, propagate_forward_time: 4.9776911736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391484261
validation[          , genome  3444] predictions:    9593/  10000 (95.93%), best:    9622/10000 (96.22%), error:      1393.13159, best error:      1314.46387 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.8668670654s, input_fired_time: 0.4618283212, output_fired_time: 0.4859166145, propagate_forward_time: 24.1022338867, propagate_backward_time: 34.4092140198, weight_update_time: 0.1452788711, other_time: 2.4076728821
epoch time: 5.5337820053s, input_fired_time: 0.0597393773, output_fired_time: 0.0000000000, propagate_forward_time: 5.0282239914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458184242
validation[          , genome  3444] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1302.86926, best error:      1302.86926 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.1234169006s, input_fired_time: 0.4638583958, output_fired_time: 0.4813841581, propagate_forward_time: 24.2520332336, propagate_backward_time: 34.4860649109, weight_update_time: 0.1462341994, other_time: 2.4400749207
epoch time: 5.4274282455s, input_fired_time: 0.0595273599, output_fired_time: 0.0000000000, propagate_forward_time: 4.9280161858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398846626
validation[          , genome  3444] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1300.70264, best error:      1300.70264 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.7735633850s, input_fired_time: 0.4643971920, output_fired_time: 0.4876116514, propagate_forward_time: 23.9718017578, propagate_backward_time: 34.3927192688, weight_update_time: 0.1458252966, other_time: 2.4570350647
epoch time: 5.4382123947s, input_fired_time: 0.0603026710, output_fired_time: 0.0000000000, propagate_forward_time: 4.9320387840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458708763
validation[          , genome  3444] predictions:    9428/  10000 (94.28%), best:    9614/10000 (96.14%), error:      1945.23511, best error:      1300.70264 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.6555633545s, input_fired_time: 0.4673589170, output_fired_time: 0.4892255664, propagate_forward_time: 24.3451232910, propagate_backward_time: 34.8647651672, weight_update_time: 0.1500886232, other_time: 2.4890899658
epoch time: 5.7004833221s, input_fired_time: 0.0615746975, output_fired_time: 0.0000000000, propagate_forward_time: 5.1732525826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656558037
validation[          , genome  3444] predictions:    9584/  10000 (95.84%), best:    9614/10000 (96.14%), error:      1322.04163, best error:      1300.70264 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.5207023621s, input_fired_time: 0.4665372968, output_fired_time: 0.4841448963, propagate_forward_time: 24.3716125488, propagate_backward_time: 34.7605018616, weight_update_time: 0.1466192603, other_time: 2.4379043579
epoch time: 5.4969425201s, input_fired_time: 0.0585945398, output_fired_time: 0.0000000000, propagate_forward_time: 4.9977006912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406471252
validation[          , genome  3444] predictions:    9575/  10000 (95.75%), best:    9614/10000 (96.14%), error:      1344.71423, best error:      1300.70264 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.4228744507s, input_fired_time: 0.4621479511, output_fired_time: 0.4855578542, propagate_forward_time: 24.2815208435, propagate_backward_time: 34.7654151917, weight_update_time: 0.1458668411, other_time: 2.4282341003
epoch time: 5.4923205376s, input_fired_time: 0.0586365052, output_fired_time: 0.0000000000, propagate_forward_time: 5.0040221214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296617508
validation[          , genome  3444] predictions:    9567/  10000 (95.67%), best:    9614/10000 (96.14%), error:      1420.98816, best error:      1300.70264 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.6966934204s, input_fired_time: 0.4650833607, output_fired_time: 0.4881759286, propagate_forward_time: 24.4370746613, propagate_backward_time: 34.8563880920, weight_update_time: 0.1485225856, other_time: 2.4499702454
epoch time: 5.3723120689s, input_fired_time: 0.0589431264, output_fired_time: 0.0000000000, propagate_forward_time: 4.8722343445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411344528
validation[          , genome  3444] predictions:    9504/  10000 (95.04%), best:    9614/10000 (96.14%), error:      1630.28833, best error:      1300.70264 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.2280807495s, input_fired_time: 0.4681594074, output_fired_time: 0.4863687754, propagate_forward_time: 24.2531890869, propagate_backward_time: 34.5755119324, weight_update_time: 0.1461815387, other_time: 2.4448509216
epoch time: 5.2995648384s, input_fired_time: 0.0570747741, output_fired_time: 0.0000000000, propagate_forward_time: 4.8085536957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339365959
validation[          , genome  3444] predictions:    9499/  10000 (94.99%), best:    9614/10000 (96.14%), error:      1613.97424, best error:      1300.70264 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.0862007141s, input_fired_time: 0.4583511353, output_fired_time: 0.4776189625, propagate_forward_time: 23.7675075531, propagate_backward_time: 33.9830131531, weight_update_time: 0.1454351842, other_time: 2.3997077942
epoch time: 5.1091470718s, input_fired_time: 0.0564650856, output_fired_time: 0.0000000000, propagate_forward_time: 4.6299238205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227581024
validation[          , genome  3444] predictions:    9522/  10000 (95.22%), best:    9614/10000 (96.14%), error:      1521.68628, best error:      1300.70264 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.7226600647s, input_fired_time: 0.4748547077, output_fired_time: 0.4908616841, propagate_forward_time: 24.3713684082, propagate_backward_time: 34.8794136047, weight_update_time: 0.1497133076, other_time: 2.5061645508
epoch time: 5.4595303535s, input_fired_time: 0.0583013110, output_fired_time: 0.0000000000, propagate_forward_time: 4.9732999802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279289246
validation[          , genome  3444] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1243.94482, best error:      1243.94482 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.9578094482s, input_fired_time: 0.4641980827, output_fired_time: 0.4861691892, propagate_forward_time: 24.5624256134, propagate_backward_time: 34.9856147766, weight_update_time: 0.1482346803, other_time: 2.4594001770
epoch time: 5.3998117447s, input_fired_time: 0.0566743948, output_fired_time: 0.0000000000, propagate_forward_time: 4.9213423729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217948914
validation[          , genome  3444] predictions:    9573/  10000 (95.73%), best:    9630/10000 (96.30%), error:      1457.55957, best error:      1243.94482 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.1198272705s, input_fired_time: 0.4656836390, output_fired_time: 0.4791723192, propagate_forward_time: 24.1510353088, propagate_backward_time: 34.5538368225, weight_update_time: 0.1467979699, other_time: 2.4701004028
epoch time: 5.3096694946s, input_fired_time: 0.0576639548, output_fired_time: 0.0000000000, propagate_forward_time: 4.8239130974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280924797
validation[          , genome  3444] predictions:    9602/  10000 (96.02%), best:    9630/10000 (96.30%), error:      1317.14941, best error:      1243.94482 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.5478248596s, input_fired_time: 0.4615657032, output_fired_time: 0.4808267951, propagate_forward_time: 23.8759460449, propagate_backward_time: 34.2331047058, weight_update_time: 0.1458547264, other_time: 2.4963798523
epoch time: 5.5568876266s, input_fired_time: 0.0607240088, output_fired_time: 0.0000000000, propagate_forward_time: 5.0535101891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426536560
validation[          , genome  3444] predictions:    9598/  10000 (95.98%), best:    9630/10000 (96.30%), error:      1297.10706, best error:      1243.94482 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.5862083435s, input_fired_time: 0.4613818526, output_fired_time: 0.4840312898, propagate_forward_time: 23.9325637817, propagate_backward_time: 34.2535781860, weight_update_time: 0.1470616162, other_time: 2.4546546936
epoch time: 5.3424053192s, input_fired_time: 0.0578353330, output_fired_time: 0.0000000000, propagate_forward_time: 4.8474698067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371004105
validation[          , genome  3444] predictions:    9561/  10000 (95.61%), best:    9630/10000 (96.30%), error:      1415.08215, best error:      1243.94482 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.0553398132s, input_fired_time: 0.4682967067, output_fired_time: 0.4873277545, propagate_forward_time: 24.5948333740, propagate_backward_time: 35.0448226929, weight_update_time: 0.1520485580, other_time: 2.4600601196
epoch time: 5.4261665344s, input_fired_time: 0.0593550988, output_fired_time: 0.0000000000, propagate_forward_time: 4.9184875488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483237267
validation[          , genome  3444] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1214.19885, best error:      1214.19885 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.4489898682s, input_fired_time: 0.4629034400, output_fired_time: 0.4809850156, propagate_forward_time: 23.7580738068, propagate_backward_time: 34.2893867493, weight_update_time: 0.1459609568, other_time: 2.4576454163
epoch time: 5.5071959496s, input_fired_time: 0.0598647892, output_fired_time: 0.0000000000, propagate_forward_time: 5.0055398941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417910576
validation[          , genome  3444] predictions:    9625/  10000 (96.25%), best:    9629/10000 (96.29%), error:      1265.85413, best error:      1214.19885 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.5299453735s, input_fired_time: 0.4623589814, output_fired_time: 0.4836407304, propagate_forward_time: 23.7995128632, propagate_backward_time: 34.3162040710, weight_update_time: 0.1500127912, other_time: 2.4682273865
epoch time: 5.0093340874s, input_fired_time: 0.0542013124, output_fired_time: 0.0000000000, propagate_forward_time: 4.5374374390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176955223
validation[          , genome  3444] predictions:    9628/  10000 (96.28%), best:    9629/10000 (96.29%), error:      1260.32434, best error:      1214.19885 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.7626991272s, input_fired_time: 0.4620765448, output_fired_time: 0.4863625765, propagate_forward_time: 24.4543056488, propagate_backward_time: 34.9678535461, weight_update_time: 0.1460761875, other_time: 2.3921012878
epoch time: 5.3555884361s, input_fired_time: 0.0578117073, output_fired_time: 0.0000000000, propagate_forward_time: 4.8750329018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227437973
validation[          , genome  3444] predictions:    9600/  10000 (96.00%), best:    9629/10000 (96.29%), error:      1282.41504, best error:      1214.19885 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.1301956177s, input_fired_time: 0.4653270841, output_fired_time: 0.4832248390, propagate_forward_time: 24.2309513092, propagate_backward_time: 34.5062828064, weight_update_time: 0.1466108561, other_time: 2.4444084167
epoch time: 5.4900741577s, input_fired_time: 0.0606182255, output_fired_time: 0.0000000000, propagate_forward_time: 4.9717016220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577541351
validation[          , genome  3444] predictions:    9584/  10000 (95.84%), best:    9629/10000 (96.29%), error:      1367.70898, best error:      1214.19885 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 62.0122261047s, input_fired_time: 0.4636450708, output_fired_time: 0.4789003134, propagate_forward_time: 24.2033901215, propagate_backward_time: 34.4770660400, weight_update_time: 0.1487459689, other_time: 2.3892211914
epoch time: 5.3362798691s, input_fired_time: 0.0585789345, output_fired_time: 0.0000000000, propagate_forward_time: 4.8483572006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293437004
validation[          , genome  3444] predictions:    9616/  10000 (96.16%), best:    9629/10000 (96.29%), error:      1307.91382, best error:      1214.19885 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.3000564575s, input_fired_time: 0.4569830894, output_fired_time: 0.4768326283, propagate_forward_time: 23.2037239075, propagate_backward_time: 33.6873359680, weight_update_time: 0.1456909925, other_time: 2.4751815796
epoch time: 5.1231117249s, input_fired_time: 0.0565954000, output_fired_time: 0.0000000000, propagate_forward_time: 4.6439700127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225463867
validation[          , genome  3444] predictions:    9591/  10000 (95.91%), best:    9629/10000 (96.29%), error:      1367.24915, best error:      1214.19885 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.8168067932s, input_fired_time: 0.4770956039, output_fired_time: 0.4872778058, propagate_forward_time: 24.5502243042, propagate_backward_time: 34.8545875549, weight_update_time: 0.1475473195, other_time: 2.4476203918
epoch time: 5.5310435295s, input_fired_time: 0.0595144294, output_fired_time: 0.0000000000, propagate_forward_time: 5.0231857300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483432770
validation[          , genome  3444] predictions:    9554/  10000 (95.54%), best:    9629/10000 (96.29%), error:      1483.76111, best error:      1214.19885 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 62.5206871033s, input_fired_time: 0.4683088958, output_fired_time: 0.4878842533, propagate_forward_time: 24.3674163818, propagate_backward_time: 34.7686805725, weight_update_time: 0.1481074244, other_time: 2.4283981323
epoch time: 5.4133028984s, input_fired_time: 0.0582129024, output_fired_time: 0.0000000000, propagate_forward_time: 4.9243159294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307742119
validation[          , genome  3444] predictions:    9540/  10000 (95.40%), best:    9629/10000 (96.29%), error:      1520.46204, best error:      1214.19885 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.8552284241s, input_fired_time: 0.4665110409, output_fired_time: 0.4926214814, propagate_forward_time: 24.4790725708, propagate_backward_time: 35.0015945435, weight_update_time: 0.1467549950, other_time: 2.4154281616
epoch time: 5.4012780190s, input_fired_time: 0.0583985858, output_fired_time: 0.0000000000, propagate_forward_time: 4.9155926704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272866249
validation[          , genome  3444] predictions:    9612/  10000 (96.12%), best:    9629/10000 (96.29%), error:      1266.42651, best error:      1214.19885 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.2214012146s, input_fired_time: 0.4689973295, output_fired_time: 0.4897590280, propagate_forward_time: 24.6389560699, propagate_backward_time: 35.1924057007, weight_update_time: 0.1477504671, other_time: 2.4312820435
epoch time: 5.3411297798s, input_fired_time: 0.0607311539, output_fired_time: 0.0000000000, propagate_forward_time: 4.8489594460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314393997
validation[          , genome  3444] predictions:    9456/  10000 (94.56%), best:    9629/10000 (96.29%), error:      1748.24036, best error:      1214.19885 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.3105506897s, input_fired_time: 0.4754775167, output_fired_time: 0.4904971719, propagate_forward_time: 24.6875152588, propagate_backward_time: 35.1903305054, weight_update_time: 0.1485748440, other_time: 2.4667282104
epoch time: 5.4716610909s, input_fired_time: 0.0598045699, output_fired_time: 0.0000000000, propagate_forward_time: 4.9805846214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312720299
validation[          , genome  3444] predictions:    9612/  10000 (96.12%), best:    9629/10000 (96.29%), error:      1307.71716, best error:      1214.19885 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.0339164734s, input_fired_time: 0.4724563956, output_fired_time: 0.4842556715, propagate_forward_time: 24.6353244781, propagate_backward_time: 34.9939537048, weight_update_time: 0.1491657197, other_time: 2.4479255676
epoch time: 5.7518329620s, input_fired_time: 0.0640161112, output_fired_time: 0.0000000000, propagate_forward_time: 5.2268414497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609751701
validation[          , genome  3444] predictions:    9588/  10000 (95.88%), best:    9629/10000 (96.29%), error:      1358.14758, best error:      1214.19885 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 62.4363441467s, input_fired_time: 0.4700091183, output_fired_time: 0.4858874679, propagate_forward_time: 24.3291473389, propagate_backward_time: 34.7468147278, weight_update_time: 0.1461234242, other_time: 2.4044876099
epoch time: 5.1656985283s, input_fired_time: 0.0571703017, output_fired_time: 0.0000000000, propagate_forward_time: 4.6899900436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185380936
validation[          , genome  3444] predictions:    9596/  10000 (95.96%), best:    9629/10000 (96.29%), error:      1319.61450, best error:      1214.19885 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.1619262695s, input_fired_time: 0.4678970575, output_fired_time: 0.4859743118, propagate_forward_time: 24.2370281219, propagate_backward_time: 34.5081481934, weight_update_time: 0.1482922286, other_time: 2.4628829956
epoch time: 5.3920192719s, input_fired_time: 0.0585302450, output_fired_time: 0.0000000000, propagate_forward_time: 4.9022426605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312462807
validation[          , genome  3444] predictions:    9589/  10000 (95.89%), best:    9629/10000 (96.29%), error:      1356.43677, best error:      1214.19885 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.9262542725s, input_fired_time: 0.4697824121, output_fired_time: 0.4816048741, propagate_forward_time: 23.4173049927, propagate_backward_time: 33.9531974792, weight_update_time: 0.1481127143, other_time: 2.6043624878
epoch time: 5.4555602074s, input_fired_time: 0.0582084991, output_fired_time: 0.0000000000, propagate_forward_time: 4.9765982628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207534790
validation[          , genome  3444] predictions:    9575/  10000 (95.75%), best:    9629/10000 (96.29%), error:      1365.84045, best error:      1214.19885 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.3164901733s, input_fired_time: 0.4713573456, output_fired_time: 0.4892814755, propagate_forward_time: 24.7250213623, propagate_backward_time: 35.1843681335, weight_update_time: 0.1477995217, other_time: 2.4464607239
epoch time: 5.1697158813s, input_fired_time: 0.0601116158, output_fired_time: 0.0000000000, propagate_forward_time: 4.6300287247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795756340
validation[          , genome  3444] predictions:    9501/  10000 (95.01%), best:    9629/10000 (96.29%), error:      1616.69800, best error:      1214.19885 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.9059638977s, input_fired_time: 0.4735606909, output_fired_time: 0.4850808680, propagate_forward_time: 24.5818996429, propagate_backward_time: 34.9424324036, weight_update_time: 0.1467492282, other_time: 2.4229927063
epoch time: 4.8347558975s, input_fired_time: 0.0574425794, output_fired_time: 0.0000000000, propagate_forward_time: 4.3065934181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707198143
validation[          , genome  3444] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1209.10767, best error:      1209.10767 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.6218833923s, input_fired_time: 0.4651314914, output_fired_time: 0.4813295007, propagate_forward_time: 23.8264389038, propagate_backward_time: 34.3898239136, weight_update_time: 0.1471290439, other_time: 2.4591598511
epoch time: 5.4204311371s, input_fired_time: 0.0585449859, output_fired_time: 0.0000000000, propagate_forward_time: 4.9403300285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215559959
validation[          , genome  3444] predictions:    9629/  10000 (96.29%), best:    9644/10000 (96.44%), error:      1220.78955, best error:      1209.10767 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.4350814819s, input_fired_time: 0.4599408805, output_fired_time: 0.4807741046, propagate_forward_time: 23.7630233765, propagate_backward_time: 34.3153457642, weight_update_time: 0.1453333646, other_time: 2.4159965515
epoch time: 5.5207772255s, input_fired_time: 0.0615492612, output_fired_time: 0.0000000000, propagate_forward_time: 5.0010619164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581661224
validation[          , genome  3444] predictions:    9583/  10000 (95.83%), best:    9644/10000 (96.44%), error:      1330.23010, best error:      1209.10767 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 62.2037734985s, input_fired_time: 0.4653383195, output_fired_time: 0.4844071567, propagate_forward_time: 24.2849502563, propagate_backward_time: 34.5843429565, weight_update_time: 0.1461680830, other_time: 2.3847351074
epoch time: 5.4678702354s, input_fired_time: 0.0590957701, output_fired_time: 0.0000000000, propagate_forward_time: 4.9717211723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370532036
validation[          , genome  3444] predictions:    9581/  10000 (95.81%), best:    9644/10000 (96.44%), error:      1384.24182, best error:      1209.10767 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.3596267700s, input_fired_time: 0.4699530900, output_fired_time: 0.4878990948, propagate_forward_time: 24.2487983704, propagate_backward_time: 34.6808280945, weight_update_time: 0.1493175030, other_time: 2.4721488953
epoch time: 5.5861983299s, input_fired_time: 0.0610989034, output_fired_time: 0.0000000000, propagate_forward_time: 5.0798673630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452319145
validation[          , genome  3444] predictions:    9639/  10000 (96.39%), best:    9644/10000 (96.44%), error:      1242.64502, best error:      1209.10767 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.8687400818s, input_fired_time: 0.4851865470, output_fired_time: 0.4966591001, propagate_forward_time: 24.8709144592, propagate_backward_time: 35.5766258240, weight_update_time: 0.1475811750, other_time: 2.4393539429
epoch time: 5.4216523170s, input_fired_time: 0.0604159944, output_fired_time: 0.0000000000, propagate_forward_time: 4.9338779449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273581505
validation[          , genome  3444] predictions:    9621/  10000 (96.21%), best:    9644/10000 (96.44%), error:      1219.17651, best error:      1209.10767 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.5164108276s, input_fired_time: 0.4681161046, output_fired_time: 0.4867415726, propagate_forward_time: 24.3816719055, propagate_backward_time: 34.7570724487, weight_update_time: 0.1473303586, other_time: 2.4228096008
epoch time: 5.3751101494s, input_fired_time: 0.0589596592, output_fired_time: 0.0000000000, propagate_forward_time: 4.8864068985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297437668
validation[          , genome  3444] predictions:    9592/  10000 (95.92%), best:    9644/10000 (96.44%), error:      1347.05676, best error:      1209.10767 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.8832130432s, input_fired_time: 0.4691890180, output_fired_time: 0.4879802465, propagate_forward_time: 24.5648231506, propagate_backward_time: 34.9626007080, weight_update_time: 0.1458311677, other_time: 2.3986206055
epoch time: 4.7294960022s, input_fired_time: 0.0561281182, output_fired_time: 0.0000000000, propagate_forward_time: 4.2426319122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307360649
validation[          , genome  3444] predictions:    9608/  10000 (96.08%), best:    9644/10000 (96.44%), error:      1226.55188, best error:      1209.10767 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.3362312317s, input_fired_time: 0.4604059458, output_fired_time: 0.4817988276, propagate_forward_time: 23.7666320801, propagate_backward_time: 34.2163581848, weight_update_time: 0.1427110732, other_time: 2.4110336304
epoch time: 5.3458118439s, input_fired_time: 0.0587877743, output_fired_time: 0.0000000000, propagate_forward_time: 4.8561768532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308471680
validation[          , genome  3444] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1204.55530, best error:      1204.55530 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.7326164246s, input_fired_time: 0.4691502750, output_fired_time: 0.4798639417, propagate_forward_time: 24.0276679993, propagate_backward_time: 34.3351478577, weight_update_time: 0.1444826871, other_time: 2.4207878113
epoch time: 5.3880481720s, input_fired_time: 0.0603664666, output_fired_time: 0.0000000000, propagate_forward_time: 4.8914771080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362044334
validation[          , genome  3444] predictions:    9628/  10000 (96.28%), best:    9633/10000 (96.33%), error:      1222.26575, best error:      1204.55530 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.5844917297s, input_fired_time: 0.4650386870, output_fired_time: 0.4828486145, propagate_forward_time: 23.7746219635, propagate_backward_time: 34.4086227417, weight_update_time: 0.1469331384, other_time: 2.4533615112
epoch time: 5.4836769104s, input_fired_time: 0.0600924790, output_fired_time: 0.0000000000, propagate_forward_time: 5.0033769608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202075005
validation[          , genome  3444] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1188.05444, best error:      1188.05444 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.6665115356s, input_fired_time: 0.4731835127, output_fired_time: 0.4859175682, propagate_forward_time: 24.3764476776, propagate_backward_time: 34.9298515320, weight_update_time: 0.1458681226, other_time: 2.4011116028
epoch time: 5.4309973717s, input_fired_time: 0.0589529425, output_fired_time: 0.0000000000, propagate_forward_time: 4.9372553825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347891808
validation[          , genome  3444] predictions:    9605/  10000 (96.05%), best:    9636/10000 (96.36%), error:      1310.22729, best error:      1188.05444 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.7731170654s, input_fired_time: 0.4783481359, output_fired_time: 0.4936828613, propagate_forward_time: 24.9073429108, propagate_backward_time: 35.4499511719, weight_update_time: 0.1497049779, other_time: 2.4437942505
epoch time: 5.3555865288s, input_fired_time: 0.0585003830, output_fired_time: 0.0000000000, propagate_forward_time: 4.8676748276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294114113
validation[          , genome  3444] predictions:    9638/  10000 (96.38%), best:    9636/10000 (96.36%), error:      1202.95361, best error:      1188.05444 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.9424209595s, input_fired_time: 0.4737911224, output_fired_time: 0.4865676761, propagate_forward_time: 24.5645217896, propagate_backward_time: 35.0423583984, weight_update_time: 0.1470361650, other_time: 2.3751792908
epoch time: 5.3827753067s, input_fired_time: 0.0595505834, output_fired_time: 0.0000000000, propagate_forward_time: 4.9030985832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201259613
validation[          , genome  3444] predictions:    9590/  10000 (95.90%), best:    9636/10000 (96.36%), error:      1285.66992, best error:      1188.05444 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.1944465637s, input_fired_time: 0.4714510441, output_fired_time: 0.4917220771, propagate_forward_time: 24.0380973816, propagate_backward_time: 34.7219696045, weight_update_time: 0.1471652836, other_time: 2.4712066650
epoch time: 5.7101221085s, input_fired_time: 0.0643624887, output_fired_time: 0.0000000000, propagate_forward_time: 5.1859426498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598169327
validation[          , genome  3444] predictions:    9611/  10000 (96.11%), best:    9636/10000 (96.36%), error:      1242.27966, best error:      1188.05444 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.3842582703s, input_fired_time: 0.4651316404, output_fired_time: 0.4862169325, propagate_forward_time: 24.1914691925, propagate_backward_time: 34.8478050232, weight_update_time: 0.1450120658, other_time: 2.3936347961
epoch time: 5.2828316689s, input_fired_time: 0.0590002500, output_fired_time: 0.0000000000, propagate_forward_time: 4.7878236771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360079765
validation[          , genome  3444] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1187.64978, best error:      1187.64978 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.4206695557s, input_fired_time: 0.4699621499, output_fired_time: 0.4852055311, propagate_forward_time: 24.3147029877, propagate_backward_time: 34.7775421143, weight_update_time: 0.1451044530, other_time: 2.3732528687
epoch time: 5.3323369026s, input_fired_time: 0.0587003045, output_fired_time: 0.0000000000, propagate_forward_time: 4.8507189751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229178429
validation[          , genome  3444] predictions:    9583/  10000 (95.83%), best:    9637/10000 (96.37%), error:      1346.21057, best error:      1187.64978 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.9204254150s, input_fired_time: 0.4784844220, output_fired_time: 0.4875228107, propagate_forward_time: 24.4932022095, propagate_backward_time: 35.0010833740, weight_update_time: 0.1502261460, other_time: 2.4601325989
epoch time: 5.5600991249s, input_fired_time: 0.0636729449, output_fired_time: 0.0000000000, propagate_forward_time: 5.0442733765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521527290
validation[          , genome  3444] predictions:    9582/  10000 (95.82%), best:    9637/10000 (96.37%), error:      1339.50183, best error:      1187.64978 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.2439117432s, input_fired_time: 0.4725598693, output_fired_time: 0.4853542149, propagate_forward_time: 24.1892833710, propagate_backward_time: 34.6527175903, weight_update_time: 0.1484046578, other_time: 2.4439926147
epoch time: 5.3519473076s, input_fired_time: 0.0586195551, output_fired_time: 0.0000000000, propagate_forward_time: 4.8723840714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209437370
validation[          , genome  3444] predictions:    9620/  10000 (96.20%), best:    9637/10000 (96.37%), error:      1273.68054, best error:      1187.64978 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.8749656677s, input_fired_time: 0.4674783051, output_fired_time: 0.4880397916, propagate_forward_time: 24.0560722351, propagate_backward_time: 34.4600830078, weight_update_time: 0.1432471722, other_time: 2.4032897949
epoch time: 5.3543076515s, input_fired_time: 0.0590408556, output_fired_time: 0.0000000000, propagate_forward_time: 4.8725104332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227561951
validation[          , genome  3444] predictions:    9644/  10000 (96.44%), best:    9637/10000 (96.37%), error:      1202.30432, best error:      1187.64978 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.2244300842s, input_fired_time: 0.4812961519, output_fired_time: 0.4912649095, propagate_forward_time: 24.6507244110, propagate_backward_time: 35.0965881348, weight_update_time: 0.1508502215, other_time: 2.5045547485
epoch time: 5.1415643692s, input_fired_time: 0.0595813654, output_fired_time: 0.0000000000, propagate_forward_time: 4.6420888901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398941994
validation[          , genome  3444] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1186.65088, best error:      1186.65088 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.1957550049s, input_fired_time: 0.4709696472, output_fired_time: 0.4779626727, propagate_forward_time: 23.8047904968, propagate_backward_time: 34.0396232605, weight_update_time: 0.1451040804, other_time: 2.4024085999
epoch time: 5.1120991707s, input_fired_time: 0.0594796464, output_fired_time: 0.0000000000, propagate_forward_time: 4.6147990227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378204346
validation[          , genome  3444] predictions:    9593/  10000 (95.93%), best:    9628/10000 (96.28%), error:      1362.22742, best error:      1186.65088 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.2723770142s, input_fired_time: 0.4725746214, output_fired_time: 0.4887111485, propagate_forward_time: 24.6770286560, propagate_backward_time: 35.2082862854, weight_update_time: 0.1490698010, other_time: 2.4257736206
epoch time: 5.3734989166s, input_fired_time: 0.0601602979, output_fired_time: 0.0000000000, propagate_forward_time: 4.8697919846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435467720
validation[          , genome  3444] predictions:    9596/  10000 (95.96%), best:    9628/10000 (96.28%), error:      1281.93726, best error:      1186.65088 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.7954978943s, input_fired_time: 0.4734961092, output_fired_time: 0.4827657342, propagate_forward_time: 24.0192890167, propagate_backward_time: 34.3919258118, weight_update_time: 0.1465505809, other_time: 2.4280204773
epoch time: 5.4186711311s, input_fired_time: 0.0588564985, output_fired_time: 0.0000000000, propagate_forward_time: 4.9413151741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184994698
validation[          , genome  3444] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1230.48975, best error:      1186.65088 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.8551445007s, input_fired_time: 0.4778400064, output_fired_time: 0.4857206941, propagate_forward_time: 24.5095920563, propagate_backward_time: 34.9185333252, weight_update_time: 0.1475438476, other_time: 2.4634552002
epoch time: 5.4436879158s, input_fired_time: 0.0591100417, output_fired_time: 0.0000000000, propagate_forward_time: 4.9616394043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229383469
validation[          , genome  3444] predictions:    9598/  10000 (95.98%), best:    9628/10000 (96.28%), error:      1319.12671, best error:      1186.65088 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 61.7889137268s, input_fired_time: 0.4692218304, output_fired_time: 0.4843091369, propagate_forward_time: 24.0124664307, propagate_backward_time: 34.4570732117, weight_update_time: 0.1445286125, other_time: 2.3658409119
epoch time: 5.5356988907s, input_fired_time: 0.0618621111, output_fired_time: 0.0000000000, propagate_forward_time: 5.0285620689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452748299
validation[          , genome  3444] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1169.59265, best error:      1169.59265 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.1500663757s, input_fired_time: 0.4658946693, output_fired_time: 0.4744433463, propagate_forward_time: 23.7378406525, propagate_backward_time: 34.1012802124, weight_update_time: 0.1436267197, other_time: 2.3706130981
epoch time: 5.1462831497s, input_fired_time: 0.0573318303, output_fired_time: 0.0000000000, propagate_forward_time: 4.6756262779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133248329
validation[          , genome  3444] predictions:    9613/  10000 (96.13%), best:    9648/10000 (96.48%), error:      1254.91321, best error:      1169.59265 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.9233779907s, input_fired_time: 0.4776905477, output_fired_time: 0.4875781536, propagate_forward_time: 24.5047225952, propagate_backward_time: 34.9968833923, weight_update_time: 0.1473924965, other_time: 2.4565010071
epoch time: 5.2298698425s, input_fired_time: 0.0596978590, output_fired_time: 0.0000000000, propagate_forward_time: 4.7410798073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290924072
validation[          , genome  3444] predictions:    9643/  10000 (96.43%), best:    9648/10000 (96.48%), error:      1212.34631, best error:      1169.59265 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.1077270508s, input_fired_time: 0.4777799249, output_fired_time: 0.4921951890, propagate_forward_time: 24.6097354889, propagate_backward_time: 35.0591430664, weight_update_time: 0.1491826326, other_time: 2.4688720703
epoch time: 5.3695244789s, input_fired_time: 0.0606923103, output_fired_time: 0.0000000000, propagate_forward_time: 4.8869628906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218692780
validation[          , genome  3444] predictions:    9625/  10000 (96.25%), best:    9648/10000 (96.48%), error:      1268.31677, best error:      1169.59265 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.0990600586s, input_fired_time: 0.4778333604, output_fired_time: 0.4878287315, propagate_forward_time: 24.6651706696, propagate_backward_time: 35.0447311401, weight_update_time: 0.1476901025, other_time: 2.4235000610
epoch time: 5.4107484818s, input_fired_time: 0.0612484291, output_fired_time: 0.0000000000, propagate_forward_time: 4.9240765572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254236221
validation[          , genome  3444] predictions:    9637/  10000 (96.37%), best:    9648/10000 (96.48%), error:      1202.72461, best error:      1169.59265 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 62.4595947266s, input_fired_time: 0.4772224724, output_fired_time: 0.4866338968, propagate_forward_time: 24.2629337311, propagate_backward_time: 34.7860412598, weight_update_time: 0.1482689381, other_time: 2.4467620850
epoch time: 5.4587974548s, input_fired_time: 0.0618487187, output_fired_time: 0.0000000000, propagate_forward_time: 4.9560294151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409193993
validation[          , genome  3444] predictions:    9644/  10000 (96.44%), best:    9648/10000 (96.48%), error:      1180.51941, best error:      1169.59265 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.1064376831s, input_fired_time: 0.4749906361, output_fired_time: 0.4885690212, propagate_forward_time: 24.1263751984, propagate_backward_time: 34.5768280029, weight_update_time: 0.1450165212, other_time: 2.4396743774
epoch time: 5.4633102417s, input_fired_time: 0.0610940345, output_fired_time: 0.0000000000, propagate_forward_time: 4.9819054604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203109741
validation[          , genome  3444] predictions:    9622/  10000 (96.22%), best:    9648/10000 (96.48%), error:      1294.25940, best error:      1169.59265 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.3304748535s, input_fired_time: 0.4811753631, output_fired_time: 0.4895600080, propagate_forward_time: 24.6523361206, propagate_backward_time: 35.2416267395, weight_update_time: 0.1496951729, other_time: 2.4657783508
epoch time: 5.5048813820s, input_fired_time: 0.0629623234, output_fired_time: 0.0000000000, propagate_forward_time: 5.0019202232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399986267
validation[          , genome  3444] predictions:    9620/  10000 (96.20%), best:    9648/10000 (96.48%), error:      1240.65442, best error:      1169.59265 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.7979393005s, input_fired_time: 0.4762653708, output_fired_time: 0.4843164682, propagate_forward_time: 24.5138225555, propagate_backward_time: 34.9059333801, weight_update_time: 0.1466456205, other_time: 2.4175987244
epoch time: 4.9598879814s, input_fired_time: 0.0590837374, output_fired_time: 0.0000000000, propagate_forward_time: 4.4438080788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569959641
validation[          , genome  3444] predictions:    9619/  10000 (96.19%), best:    9648/10000 (96.48%), error:      1297.19592, best error:      1169.59265 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.6786346436s, input_fired_time: 0.4839493036, output_fired_time: 0.5102619529, propagate_forward_time: 24.2951087952, propagate_backward_time: 34.8896026611, weight_update_time: 0.1494969279, other_time: 2.4997138977
epoch time: 5.3413815498s, input_fired_time: 0.0605668686, output_fired_time: 0.0000000000, propagate_forward_time: 4.8539304733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268841743
validation[          , genome  3444] predictions:    9622/  10000 (96.22%), best:    9648/10000 (96.48%), error:      1221.63013, best error:      1169.59265 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.2253341675s, input_fired_time: 0.4692923129, output_fired_time: 0.4854182601, propagate_forward_time: 24.1499385834, propagate_backward_time: 34.7063598633, weight_update_time: 0.1447112262, other_time: 2.4143295288
epoch time: 4.9372968674s, input_fired_time: 0.0586802103, output_fired_time: 0.0000000000, propagate_forward_time: 4.4070696831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715471268
validation[          , genome  3444] predictions:    9613/  10000 (96.13%), best:    9648/10000 (96.48%), error:      1269.41663, best error:      1169.59265 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.6261520386s, input_fired_time: 0.4797531962, output_fired_time: 0.4841829240, propagate_forward_time: 24.4041709900, propagate_backward_time: 34.8137397766, weight_update_time: 0.1474009007, other_time: 2.4443054199
epoch time: 5.4183964729s, input_fired_time: 0.0599924549, output_fired_time: 0.0000000000, propagate_forward_time: 4.9268527031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315514565
validation[          , genome  3444] predictions:    9632/  10000 (96.32%), best:    9648/10000 (96.48%), error:      1264.17297, best error:      1169.59265 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.5529212952s, input_fired_time: 0.4751311243, output_fired_time: 0.4831377566, propagate_forward_time: 24.3773994446, propagate_backward_time: 34.7739372253, weight_update_time: 0.1464403272, other_time: 2.4433135986
epoch time: 5.5034742355s, input_fired_time: 0.0616032556, output_fired_time: 0.0000000000, propagate_forward_time: 4.9967637062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451074600
validation[          , genome  3444] predictions:    9569/  10000 (95.69%), best:    9648/10000 (96.48%), error:      1403.93787, best error:      1169.59265 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 62.3498115540s, input_fired_time: 0.4859992862, output_fired_time: 0.4842918217, propagate_forward_time: 24.2091255188, propagate_backward_time: 34.6507873535, weight_update_time: 0.1495362073, other_time: 2.5196075439
epoch time: 5.2769241333s, input_fired_time: 0.0591997467, output_fired_time: 0.0000000000, propagate_forward_time: 4.7912726402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264516830
validation[          , genome  3444] predictions:    9615/  10000 (96.15%), best:    9648/10000 (96.48%), error:      1263.11096, best error:      1169.59265 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.7041053772s, input_fired_time: 0.4702875912, output_fired_time: 0.4839613736, propagate_forward_time: 23.9608821869, propagate_backward_time: 34.3618659973, weight_update_time: 0.1469125450, other_time: 2.4271049500
epoch time: 5.4692301750s, input_fired_time: 0.0616505668, output_fired_time: 0.0000000000, propagate_forward_time: 4.9809036255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266757965
validation[          , genome  3444] predictions:    9576/  10000 (95.76%), best:    9648/10000 (96.48%), error:      1359.28906, best error:      1169.59265 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.1352806091s, input_fired_time: 0.4791947007, output_fired_time: 0.4822705090, propagate_forward_time: 24.2109718323, propagate_backward_time: 34.5041160583, weight_update_time: 0.1474977881, other_time: 2.4587287903
epoch time: 5.4730825424s, input_fired_time: 0.0617429987, output_fired_time: 0.0000000000, propagate_forward_time: 4.9740033150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373364449
validation[          , genome  3444] predictions:    9617/  10000 (96.17%), best:    9648/10000 (96.48%), error:      1292.57959, best error:      1169.59265 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.8703575134s, input_fired_time: 0.4841826856, output_fired_time: 0.4922309518, propagate_forward_time: 24.8444728851, propagate_backward_time: 35.5685806274, weight_update_time: 0.1520575434, other_time: 2.4808883667
epoch time: 5.4193406105s, input_fired_time: 0.0602335073, output_fired_time: 0.0000000000, propagate_forward_time: 4.9396743774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194326401
validation[          , genome  3444] predictions:    9634/  10000 (96.34%), best:    9648/10000 (96.48%), error:      1193.39734, best error:      1169.59265 on epoch:    84, 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: 27.5664176941s, input_fired_time: 0.3146007955, output_fired_time: 0.0000000000, propagate_forward_time: 24.9152584076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3365592957
best training[          , genome  3444] predictions:   48964/  50000 (97.93%), best:    9648/10000 (96.48%), error:      3844.12573, best error:      1169.59265 on epoch:    84, 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: 5.4376883507s, input_fired_time: 0.0617969669, output_fired_time: 0.0000000000, propagate_forward_time: 4.9402999878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355912209
   testing[          , genome  3444] predictions:    9681/  10000 (96.81%), best:    9648/10000 (96.48%), error:      1052.57471, best error:      1169.59265 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:51:23 (4660): called boinc_finish(0)

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